diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.1_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.1_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..401fc4adbc85c58b939a59bdba4eba3f2bae2fdc --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.1_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 128) +Average denoising rounds per sample: 128.00 +First sample preview: ' said.\n\n"The the process is going to be there,” Lehman said.\n\nIn the first phase of the new plan, the City Council will ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.1_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.1_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.1_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..cf007260baa23335df1c7bb161863bb26dca15f9 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.1_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 128) +Average denoising rounds per sample: 128.00 +First sample preview: ' FBI to reopen the case.\n\nBut he said, that is not the case.\n\nThe report said, which was released Tuesday, that the FBI ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.1_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.1_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.1_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..aa22733ba21b6e8a1694b5cc45a03c5e8addd5d0 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.1_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 128) +Average denoising rounds per sample: 128.00 +First sample preview: '\n\n\nof the\n\nof the\n\n\n\n\n\n of the\n\nand of the\n\n\n\n\n\n\n\n\n\nof the\n\nof\n\nof\n\n\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof the' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.1_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..091bf53f3f46ad7e1f5db94544d99724772899a6 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 131) + sampled 128/128 (steps this call: 134) +Average denoising rounds per sample: 132.50 +First sample preview: 'BBR Inc., Inc.BBR, Inc. is.\n\n(USA, Canada, Australia, New York, USA)\n\nThe company BBR Inc. , Inc.\n\nBBR Inc. is.\n\nBBR Inc' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.4_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..8faa99b868c45af2b92c07263a51a71aa3eee8b6 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 131) + sampled 128/128 (steps this call: 129) +Average denoising rounds per sample: 130.00 +First sample preview: 'Dear friends,\n\n\nsum’ to been a great year to us, the Reddit community, and the the community of Reddit it.\n\nWe’ve had a ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.4_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..aef10e0a69d575ebf4cec87d7121cd0756790453 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 136) + sampled 128/128 (steps this call: 132) +Average denoising rounds per sample: 134.00 +First sample preview: ' the some of the tutorial on how to make the the..\n\nThe design of a the. is not the same as the design of a the. .\n\nThe ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.4_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..13020a74b4964d21cf7475eca1759853246647ed --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 133) + sampled 128/128 (steps this call: 132) +Average denoising rounds per sample: 132.50 +First sample preview: 'U.S.S. is the best in the world, but not at the best of the world, to say according to the BBC. In a report released Tue' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.4_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..397924e9bbb8e7aa8ab58e1e42b02196703d4674 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 133) + sampled 128/128 (steps this call: 132) +Average denoising rounds per sample: 132.50 +First sample preview: '\n.\n\n,\n\n\n.\n\n.\n\n.\n\n\n.\n\n\n.\n\n.\n\n.\n\n\n.\n\n\n.\n\n.\n\n\n.\n\n.\n\n.\n\n.\n\n.\n\n\n\n.\n\n.\n\n.\n\n.\n\n. .\n\n.\n\n.\n\n.\n\n. .\n\n.\n\n.\n\n.\n\n.\n\n. .\n\n.\n\n.\n\n\n.\n\n.\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.4_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..138cd9a21e65c130b049e890cf9ec4c64e674be1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 133) + sampled 128/128 (steps this call: 133) +Average denoising rounds per sample: 133.00 +First sample preview: ' said.\n\n"The.C.R. is out of the game," he said.\n\nBut a company close to the company said the company is committed to wor' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.4_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..06212dad871cbf744a4ad55ea8bd34eb1ac57981 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 130) + sampled 128/128 (steps this call: 131) +Average denoising rounds per sample: 130.50 +First sample preview: ' was released for the North version of the game last year, following the release of Wii U.\n\nThere is a new version, howe' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.4_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..d7489c085c2b815112f211263c303cb14397105e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.4_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 132) + sampled 128/128 (steps this call: 132) +Average denoising rounds per sample: 132.00 +First sample preview: ',” in the decision to appeal the decision.\n\nThe court gave the aisies the two days to make the decision on the case, the' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.4_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..ae51c2017073e9569685f6a8bdf043691dc29f9d --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 180) + sampled 128/128 (steps this call: 183) +Average denoising rounds per sample: 181.50 +First sample preview: ' and I’ve seen the victims of and the victims murdered in the Los Angeles area.” So what else…\n\nThe next day we responde' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.7_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..ccc5550397672ca644d39046ff8c46c3d12b3f2e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 183) + sampled 128/128 (steps this call: 174) +Average denoising rounds per sample: 178.50 +First sample preview: 'Google Flipboard\n\nTwitter\n\nGoogle\n\n\nLinkedIn\n\nReddit Plus\n\ngoogle\n\n\n\nFacebook\n\n\n\nEmail\n\nGuest Note:\n\nThanks, Laura Lee, ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.7_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..22c933d654b8f9a77701f1333a49e05feeed7f86 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 175) + sampled 128/128 (steps this call: 170) +Average denoising rounds per sample: 172.50 +First sample preview: ' the trip to the USA by the NNVE backing group to create it. The story was the template for NNVE.\n\nAnd the mysterious be' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.7_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..256c085cadcb8cbf6624f5e4e3f0bf5b16b02e0d --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 173) + sampled 128/128 (steps this call: 175) +Average denoising rounds per sample: 174.00 +First sample preview: 'If you are staying in hotel on Monday in UAMA, you have until at least 10:13 am Sunday on March 18 to get there. If a pl' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.7_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..b51b19b631cdb4806e6670fae5ebca9cc636d1ed --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 186) + sampled 128/128 (steps this call: 177) +Average denoising rounds per sample: 181.50 +First sample preview: ' and, the electrician wanted to keep his eyes on the a Tesla. For a moment, if he was ever the same side with his driver' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.7_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..44f73a971cb63fdd3562e6a2d4da62c38b54f7e2 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 174) + sampled 128/128 (steps this call: 176) +Average denoising rounds per sample: 175.00 +First sample preview: 'Dell Vogts and Schmitz flew a three-year-old space shuttle, in orbit, but the company—fueled up to the and now active on' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.7_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..850da3749564a95a57ec40d4a95b6d5215e407ec --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 174) + sampled 128/128 (steps this call: 180) +Average denoising rounds per sample: 177.00 +First sample preview: '.”\n\nagainst\n\nthe hand, though, a bayonet is used to throw a punch. I had a claw handle and was\nduc using it,\n\nand he swu' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.7_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..e5a20a3f4d3e8f759d3d855bc7bb20504f3ae531 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.7_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 179) + sampled 128/128 (steps this call: 177) +Average denoising rounds per sample: 178.00 +First sample preview: '“Not always in the past,” said Evron Morales.\n\nA quote from two-quite-assed-people was long ago an unspoken part of the ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.7_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..f2096c24835964204cf865ebb9cde8e28956b307 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 210) + sampled 128/128 (steps this call: 201) +Average denoising rounds per sample: 205.50 +First sample preview: ' and I’ve had three victims dead four more victims murdered in the Los Angeles area.” So what else might there go on Ear' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.8_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..eb183655c6ba9238c0634c4577039107d7890527 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 206) + sampled 128/128 (steps this call: 204) +Average denoising rounds per sample: 205.00 +First sample preview: 'Twenty-terrorist were killed during the clashes- the operation in Messed where eight ISIS sympathisers were being detain' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.8_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..a90ea81c63a07cab88a16f974d5362c3317d0602 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 209) + sampled 128/128 (steps this call: 208) +Average denoising rounds per sample: 208.50 +First sample preview: 'Im a big fan of this (BEVE specifically) myself.\n\nBELL is an engine for 3D 8 (No obvious). I used Spiv 2 models (I are 1' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.8_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..c7af3cb618ac64eb27cb191d319ff9fd83b584e2 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 204) + sampled 128/128 (steps this call: 200) +Average denoising rounds per sample: 202.00 +First sample preview: '\nHave he been attending Cancer Research on Aging (CAMA) in Chicago?\n\nIn the past week, though, he publicly revealed a fa' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.8_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..48230568b2752bda6a22a94d3fefe20cec372994 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 206) + sampled 128/128 (steps this call: 204) +Average denoising rounds per sample: 205.00 +First sample preview: ' and-turned electrician Mark Anderson narrowly opened fire on the a Mercedes that came out of a home at 275 in a downtow' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.8_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..339237ca3a1f372c3b52bd5c4212296252fb8dd1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 200) + sampled 128/128 (steps this call: 202) +Average denoising rounds per sample: 201.00 +First sample preview: 'ine W. Barker. While India’s aversion to Corydon is understandable, 1769 it parallels British resistance to Japanese, he' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.8_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..14d5ef9d3df472bb57f80353b334412af4de8968 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 202) + sampled 128/128 (steps this call: 203) +Average denoising rounds per sample: 202.50 +First sample preview: '\n“z okept e” noise, though a .” I used the “it. I had just unmasked the Hearst happened on him, which it was just “i….i\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.8_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..d8ea820b9aaaf669180a442f660ff364abf052f5 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.8_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 206) + sampled 128/128 (steps this call: 198) +Average denoising rounds per sample: 202.00 +First sample preview: ' with reports from Politico and elsewhere. First, the New York Post reported that:\n\n\nReporting from Washington at the-ba' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.8_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..931c54937c8d3b4f2c340543a910e79cbc388268 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu0.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 249) +Average denoising rounds per sample: 249.00 +First sample preview: " back to the point that we can't Page or verify, but a core said or aired. Nor did the would need to guard that the judg" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.94_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..37f75459f345efe44d05ce651554a48dadc62873 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu1.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 248) +Average denoising rounds per sample: 248.00 +First sample preview: ', maybe a positive for their own transportation systems more efficient or acceptable. Personally, I believe that, after ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.94_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..f4debdb5f2a505e1f605cb5f60a686bad9a64a95 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu2.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 249) +Average denoising rounds per sample: 249.00 +First sample preview: ' Altoona — A fifth-year physics student at an evangelical Alto State injured his self in Boulder after receiving death a' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.94_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..dae992c013268134c76027fe10f1140aa51886ef --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu3.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 244) +Average denoising rounds per sample: 244.00 +First sample preview: "Microsoft's impressive Project Halo - as a cyber-punk augmented reality game brings a bit laser arsenal-like, thanks to " +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.94_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..4ab6f443943381485533473f2c15187bc41aaf3a --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu4.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 242) +Average denoising rounds per sample: 242.00 +First sample preview: '’t think, “that there’s not all,” Give me some man, who proclaims the life and “s the earth like a leaf,””\n\nThe idea of ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.94_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..d4d74a3963abc716b375da915adc85415e8a3a66 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu5.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 246) +Average denoising rounds per sample: 246.00 +First sample preview: '\'(Amused" faces : not because of himself vs her) I\'re sure that\'s or anything could relate.\n\n/No, this one.. I mean, I\'m' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.94_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..0216b9a627de0c45a96ceeaa6ef39de76e929039 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu6.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 245) +Average denoising rounds per sample: 245.00 +First sample preview: 'Attitude is probably the simplest and most important venue to establish emotional attachment. I\'m terrified of saying "s' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.94_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..9a0ea9b2dc2be4aedd2fa7606259fd3e8e32425a --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.94_gpu7.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 248) +Average denoising rounds per sample: 248.00 +First sample preview: '\nThe Happ tech application that officials and and developers at the Department of Safety and Human Services are set to s' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.94_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..21588bc9370a62e5181098993a5eab6dc3cbefa7 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu0.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 253) +Average denoising rounds per sample: 253.00 +First sample preview: " new to 'cas' - wasn't Page or Mozilla, or a Newsgram executive course. Nor a pay watch - same thing of that slavery in " +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.96_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..9f9610eedee4aa6b945dfaadfba3fbca2aec79e3 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu1.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 253) +Average denoising rounds per sample: 253.00 +First sample preview: ', maybe annos for their own transportation systems more efficient than acceptable. Personally, I believe that, after see' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.96_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..5c7bd7a4ce104bd345b1c333867663c6392fdc00 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu2.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 251) +Average denoising rounds per sample: 251.00 +First sample preview: ' a form of scummy self-indulgence at an ego tulips at the self, instead of at other," said Washington political analyst ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.96_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..4b5bc2b7fae2dfda88c342b623b61e193feebed7 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu3.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 254) +Average denoising rounds per sample: 254.00 +First sample preview: "Microsoft's savage Project Incredible VR is a cyber-punk virtual reality game which functions are psychological arsenal-" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.96_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..43645e001c7b2d37464bc412ca66f00b9df8525f --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu4.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 251) +Average denoising rounds per sample: 251.00 +First sample preview: '’t think, “that there’s not all,” Give me this whole book it proclaims the life and ’s blood of the real monster, NASCAR' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.96_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..13f4bf7659636fe8cc2bacf054dc8dc6de9a3591 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu5.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 250) +Average denoising rounds per sample: 250.00 +First sample preview: "'(AmWarning to work..... not because Tikta is interesting or I're doing that' or anything, narunas thought/No, this one " +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.96_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..7a616c18da372d389031b750164bf443f3e85d7e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu6.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 251) +Average denoising rounds per sample: 251.00 +First sample preview: 'Attendingment inside the panel") is a venue to establish emotional attachment to the things left of you (they\'re now any' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.96_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..7da04afc9010dadedd048cbb0928c1c60edad2fc --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.96_gpu7.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 254) +Average denoising rounds per sample: 254.00 +First sample preview: '\nThe Happ tech application that officials and and developers at the Department of Safety and Human Services are set to s' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.96_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..2fa58f56cd8e54d7c6dd68311902e1949a324dae --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu0.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 258) +Average denoising rounds per sample: 258.00 +First sample preview: " new to 'cas' - wasn't Page or Mozilla, or a Newsgram search report. Nor a pay watch - same tech of that investigations " +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.98_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..c3f5f248930b6ce1c82bc6c65ac47a0d2a71641b --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu1.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 256) +Average denoising rounds per sample: 256.00 +First sample preview: ', maybe annos for their own transportation systems more efficient than acceptable. Personally, I believe that, after see' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.98_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..9bd5f02fea32903b6fba15103499a06df217c7db --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu2.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 258) +Average denoising rounds per sample: 258.00 +First sample preview: ' a form of scrawled self-indulgence at an ego tulips onto the self, instead prompts written criticism, said Senate candi' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.98_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..caaf5cdceb97c488ea53d96598721a5c7a52c068 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu3.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 252) +Average denoising rounds per sample: 252.00 +First sample preview: "Imagine's revolutionary Blocks arcade mode as a cyber-punk augmented reality game which functions from laser arsenal-lik" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.98_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..964a87b7c72b8a4fede011891dd42597317f3fb2 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu4.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 253) +Average denoising rounds per sample: 253.00 +First sample preview: '’t think, “that there’s not all,” Give me this whole book it proclaims the life and ’s blood of the real monster, NASCAR' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.98_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..432659606d80e6f7dfdbf2951b8e5a8d2f8b6bf1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu5.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 254) +Average denoising rounds per sample: 254.00 +First sample preview: "'(AmWarning to work..... not because obta is interesting or I're doing that's or anything else narun titles related/No, " +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.98_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..041515b30f5cabddb65bab63ec78e13c91bd2e75 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu6.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 253) +Average denoising rounds per sample: 253.00 +First sample preview: ' Dynamo will acquire stadium licenses on camera video for every venue from experience of one.\n\nMembers of Vancouver-base' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.98_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..d9231e22ea533d5cf4742c54ba309c664fd85e45 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.98_gpu7.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 257) +Average denoising rounds per sample: 257.00 +First sample preview: '\nThe Happ tech application that officials and and developers at the Department of Safety and Human Services are set to s' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp0.98_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..c47d32d78c5e0810e5d4dd0bad511b8685f6a7da --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 240) + sampled 128/128 (steps this call: 228) +Average denoising rounds per sample: 234.00 +First sample preview: ' and by it means, are completely innocent, have already been murdered in any American state for their crimes (In everyon' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.9_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..6e07d4ef446a1ac18f631013706298d5013aeb47 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 230) + sampled 128/128 (steps this call: 230) +Average denoising rounds per sample: 230.00 +First sample preview: 'Mr Interelects appeared to have locations on the website in addition to where the alleged sympathiser has been detained.' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.9_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..acae09cdac548afd435e0ad37d9c9f590ecf104a --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 229) + sampled 128/128 (steps this call: 237) +Average denoising rounds per sample: 233.00 +First sample preview: "'s just too excruciating to read this (LOVE where, Tim)\n\nHEY, WHAT?\n\nDAM! It happened when I made Tim Saul, Tim! There w" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.9_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..40f9b2b2194872346942b044c3a11f4a42c1740f --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 228) + sampled 128/128 (steps this call: 231) +Average denoising rounds per sample: 229.50 +First sample preview: '\nWhen he was living in Israel, MOMAN STATE, who was awarded his early day and who wanted to be seen to publicly accept h' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.9_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..7b14b7a1492db291d3aadc6f8245e0cf13b47c3e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 231) + sampled 128/128 (steps this call: 226) +Average denoising rounds per sample: 228.50 +First sample preview: ' and-long Portlandian, has put a lid over the a Chrysler that had too big a tip the finger ever exposed.\n\nKarn-Dubk foun' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.9_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..9fa8a9d1d622fe79f680938137927eb4107cd019 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 231) + sampled 128/128 (steps this call: 232) +Average denoising rounds per sample: 231.50 +First sample preview: 'aled and Practherty. While India is definitely under a shut-down and a brutal repression of the internally displaced pop' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.9_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..fcc146498724e0a4a59a5000e7a068919a6d9310 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 231) + sampled 128/128 (steps this call: 234) +Average denoising rounds per sample: 232.50 +First sample preview: ' Street (and for at least a mile). There are no dukes”, and the “Road at VLB is congested. Street with street z markings' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.9_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..d3cdc377f525ff04860f668deef94f8f1262c63b --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp0.9_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 230) + sampled 128/128 (steps this call: 233) +Average denoising rounds per sample: 231.50 +First sample preview: ' hits tunes from Chicago and elsewhere. Sep, 2015 New York Post: she discovered deep\n\ndeep from Washington at the-backed' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp0.9_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..c4373a441bb5744aefac090d54839359d51e3ded --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 254) + sampled 128/128 (steps this call: 258) +Average denoising rounds per sample: 256.00 +First sample preview: ' and by it means, are completely innocent, have already been murdered in any American state for their crimes (In what el' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp1.0_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..7e72e30122cfd16a0eaaf355149b6ce9fb2cbfdc --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 256) + sampled 128/128 (steps this call: 257) +Average denoising rounds per sample: 256.50 +First sample preview: 'My newssharing collaboration appeared across several places on my website for a long time with analytical sympathizers s' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp1.0_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..ba8c99649dd8bbbd0a903982fcf4ae60daecd758 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 256) + sampled 128/128 (steps this call: 258) +Average denoising rounds per sample: 257.00 +First sample preview: ' had the most excruciating pain of this (LOVE ending, Tim)\n\nHEY, fox.\n\nNOB! It happened when I made Tim be, Tim! There w' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp1.0_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..83c020c8a04a2e87fc81869bb00edeb0b6d62b28 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 261) + sampled 128/128 (steps this call: 258) +Average denoising rounds per sample: 259.50 +First sample preview: '\n Was he in dreaming.\n\nTEBIAN STATE;\n\nWas his last day and he looked at them in a very special way and things would be s' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp1.0_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..ec681308c78d0ab6b53f91dc1638124695cec602 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 256) + sampled 128/128 (steps this call: 256) +Average denoising rounds per sample: 256.00 +First sample preview: ' and he loves durian—Pont pushed a vision over the early Chrysler that had never hit a new red flag ever since into prod' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp1.0_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..827954a3a986535e012f27d794ff10de2723d453 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 252) + sampled 128/128 (steps this call: 260) +Average denoising rounds per sample: 256.00 +First sample preview: ".\n\nBeck.: While Jordan was the refugee's destination, neither have always been tolerant of absorbing internally displace" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp1.0_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..aa0c2473c02d1861c607a129e3238bcf011c2d88 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 259) + sampled 128/128 (steps this call: 254) +Average denoising rounds per sample: 256.50 +First sample preview: ' Legends oflowz,against EOL). Most are apparently disappointed about Windogun, because the “Battle of Mango” between two' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp1.0_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..5769f82a6608f17f6c981b0cb1c5e45c8755f4c9 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1.0_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 256) + sampled 128/128 (steps this call: 257) +Average denoising rounds per sample: 256.50 +First sample preview: ' concept tunes in for its winter.tv, 2016 New York expo. Story deep\n\nRoom from beach signage landscape revisicated typet' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.6_temp1.0_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..83dc1e6fc270302a7802585b06a669fcf5b2d4e3 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu0.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 257) +Average denoising rounds per sample: 257.00 +First sample preview: " used to 'cas' that wasn't Page or Mozilla, or a Newsgram executive report. Nor a pay watch - same tech of that investig" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp1_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..0f990b2fb8dd97d0b3e1e92faa5d24edf870c57b --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu1.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 261) +Average denoising rounds per sample: 261.00 +First sample preview: ', maybe a positive like form and effect were more grounded than acceptable. GG, but concluded the f after tossing her of' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp1_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..206aa5b7cd99176729da3a6194dbe084a1f96437 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu2.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 261) +Average denoising rounds per sample: 261.00 +First sample preview: ' a form of scrawled self-indulgence at an unconscious Achilles’s self, instead prompts tears of action from the business' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp1_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..a113583bddbbd3b24b6a981f3418478fa23c5325 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu3.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 262) +Average denoising rounds per sample: 262.00 +First sample preview: '"For years, Zombie Played as a cyber-horror reality game where players the psychological arsenal-like capabilities of a ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp1_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..8563c6c1b4521862e44f8f67814283d0a623a697 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu4.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 258) +Average denoising rounds per sample: 258.00 +First sample preview: '�We all had something special—that we’d never watch,” Meza said.\n\nRobert Butler, life and avidtg at the momentu in Phoen' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp1_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..408c3e89a50a2a136a6630c6842172207887ec06 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu5.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 259) +Average denoising rounds per sample: 259.00 +First sample preview: '\'(AmWarning" if?, not because thista is interesting) I\'rea that\'s very clearly a narunas thought/No, this one! I\'m why I' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp1_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..31574a3b930cf567af25018bc97e0f26334fea2f --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu6.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 259) +Average denoising rounds per sample: 259.00 +First sample preview: ' Dynamo will acquire stadium licenses on foot and City HD venue as part of one deal with the headquarters of Vancouver-b' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp1_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..d76ff3b622802dbc9a8a729fd3ec6e4f3865b27a --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.6_temp1_gpu7.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.6] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 258) +Average denoising rounds per sample: 258.00 +First sample preview: '\nThe Happ tech app that was first serving developers at the Department of Debt and Human Services are set to close after' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.6_temp1_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..2c1332eff988106e40d6bf894673299443ee4273 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu0.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 219) +Average denoising rounds per sample: 219.00 +First sample preview: 'Update: (15:30): Following negative attention to not a Rockstar title, the Vanishing Redemption was announced to be a ne' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.8_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..92d6a2ed860028e376c8a73c1f86fc0380de3f38 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu1.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 214) +Average denoising rounds per sample: 214.00 +First sample preview: '-broadcast positive that to a foray of subscribers instead. So, naturally, we concluded that, after tossing into a mega ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.8_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..febb9552f0d61ce4ebc4af4a5d8f157044fee8ef --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu2.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 220) +Average denoising rounds per sample: 220.00 +First sample preview: " were thought to a be non-ind://iary at one of Cal Fire's apartments, according to the police report, said department sp" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.8_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..002618fcf23584d9eb1afbe9a2c03c9723406a97 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu3.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 220) +Average denoising rounds per sample: 220.00 +First sample preview: 'This infographic, put on the PAG website, will look at what happens to these laser arsenal-like, "over-the-mariner missi' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.8_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..8ebca88b297c04f9f66721d35457b09f1cf8de02 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu4.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 217) +Average denoising rounds per sample: 217.00 +First sample preview: 'We have always wondered “whether God’s God is,” But if in that case God proclaims the drive and, at times, the “let it g' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.8_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..8cf9358bac6a729a4275e8d125d085e53c9cba65 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu5.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 215) +Average denoising rounds per sample: 215.00 +First sample preview: 'What I\'m It\'s me."\n\nI use ‘And I\'re It’ as anything to relate. Sometimes Right/No Is a Better Answer. Sometimes I\'m - am' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.8_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..4fb9bc0426ca47ae8d4fb4489c9f80a66003813e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu6.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 217) +Average denoising rounds per sample: 217.00 +First sample preview: 'Attention is probably a handle for those who are to experience emotional stress trying to continue outside of any "norma' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.8_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..b9dab9ece1549a5fd0f8fa261888118882604c63 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.8_gpu7.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 220) +Average denoising rounds per sample: 220.00 +First sample preview: '\nIn a news post that builds on my articles, Pew Research Center Research Director John Podg the chief of all the attacks' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.8_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..8ee5ce23afb3504fafc48664fe35f01a3af18cf2 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu0.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 241) + sampled 128/128 (steps this call: 241) +Average denoising rounds per sample: 241.00 +First sample preview: ' and by it means, are completely innocent, have already been murdered in any American state for their crimes (In everyon' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.9_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..1d14699340ac7a0e3319fcdb0ba0b2b9fc8903fe --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu1.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 238) + sampled 128/128 (steps this call: 234) +Average denoising rounds per sample: 236.00 +First sample preview: 'A photosharing page appeared to have owners from the website in Afghanistan, where an ISIS sympathiser was being detaine' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.9_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..4b0f75bd09aaad97cd7e50aaaf0c4fe32b50e559 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu2.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 240) + sampled 128/128 (steps this call: 237) +Average denoising rounds per sample: 238.50 +First sample preview: "'s just too excruciating to read this (LOVE where, Tim)\n\nHEY, WHAT?\n\nDAM! It happened when I made Tim Saul, Tim! There w" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.9_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..4070fa9cd97502e507c72e3aa6dc8f273885cfe0 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu3.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 239) + sampled 128/128 (steps this call: 237) +Average denoising rounds per sample: 238.00 +First sample preview: '\n Was he surely dreaming.\n\nTEHRAN STATE, who then interrupted his controversial foreign secretary, said: "I have very hi' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.9_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..02791c34327a773cf710063f896a7274d35cc7df --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu4.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 241) + sampled 128/128 (steps this call: 244) +Average denoising rounds per sample: 242.50 +First sample preview: ' and he most durian—Shell had a vision over the early Chrysler that had too big a plane to pack for a popular product. “' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.9_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..b200eb6f50cdf4283e9a10679f7d4383173816ec --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu5.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 237) + sampled 128/128 (steps this call: 241) +Average denoising rounds per sample: 239.00 +First sample preview: 'aled and Practherty. While India is definitely under a shut-down and a brutal repression of the internally displaced pop' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.9_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..4cb6747fd5cbe7ca9831732db66889f0591aaee6 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu6.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 240) + sampled 128/128 (steps this call: 241) +Average denoising rounds per sample: 240.50 +First sample preview: ' Street former Coliseum at C100 E\n\nThere are many streets/donation districts from the “Studio at Cradle” redeveloped Low' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.9_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..7ac121d1de867d9eb773b411009b7b2654eb6b9b --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.7_temp0.9_gpu7.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.7] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 240) + sampled 128/128 (steps this call: 240) +Average denoising rounds per sample: 240.00 +First sample preview: ' policy proposals and policy beposts. Sep, 2015 New York exputee said,\n\nReporting from Washington at the reformatory pan' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.7_temp0.9_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..cb2cc67f3671ce81619057eba2d9ebd40c18eb7c --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 129) +Average denoising rounds per sample: 128.50 +First sample preview: '\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,,\n\n,\n\n,,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.1_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..87bb625d76827442bbf27dbafaae4a8a26db3513 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 129) +Average denoising rounds per sample: 128.50 +First sample preview: 'The world, America, and all the world, of the United States, and of the United States, and the the rest of the world.\n\n1' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.1_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..7d815a27ab597b81035f9650c871161480a22745 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 129) + sampled 128/128 (steps this call: 128) +Average denoising rounds per sample: 128.50 +First sample preview: 'the\n\nand, in the name of\n\nthe\n\nthe\n\n\nthe\n\nthe\n\nthe\n\nthe\n the\n\nthethe\n\nthethe\n\nthe\n\nthe\n\nthe\n\nthethe\n\nthe\n\nthethe\n\nthe\n\nt' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.1_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..1e1cbc90a8dbd67b63fa8618e8cb6adec4c9d324 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 129) +Average denoising rounds per sample: 128.50 +First sample preview: 'Source: Google\n\nThe most influential people of the world\n\nSource:\n\nGoogle\n\nGoogle\n\nFacebook\n\n\n\nFacebook\n\nFacebook\n\nFaceb' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.1_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..071217a011ac37021255d3a1f17c0bc9613c0850 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 130) + sampled 128/128 (steps this call: 128) +Average denoising rounds per sample: 129.00 +First sample preview: '\n\n\n,\n\n,\n\n\n,\n\n.\n\n\n.\n\n\n.\n\n,\n\n,\n\n\n\n\n,\n\n\n\n\n\n\n,\n\n,\n\n,\n\n\n,\n\n,\n\n\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n\n\n\n,\n\n,\n\n,\n\n,\n\n,\n\n\n,\n\n,\n\n,\n\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.1_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..9bf1119cf12ddb7e2e5022df53a8fac56afc90b2 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 128) +Average denoising rounds per sample: 128.00 +First sample preview: ' said.\n\n"The the process is going to be there,” Lehman said.\n\nIn the first phase of the new plan, the City Council will ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.1_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..b9ba20b9a0cc82820749e23ac551486a954d5cfe --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 129) +Average denoising rounds per sample: 128.50 +First sample preview: ' FBI to reopen the case.\n\nBut he said, that is not the case.\n\nThe report said, which was released Tuesday, that the FBI ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.1_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..df4449e046bc5f11d83fcdd200d627bedd9a1adc --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.1_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 129) +Average denoising rounds per sample: 128.50 +First sample preview: '\n\n\nof the\n\nof the\n\n\n\n\n\n of the\n\nand of the\n\n\n\n\n\n\n\n\n\nof the\n\nof\n\nof\n\n\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof the' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.1_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..f96f9007fb215c3523336fc30c75bd9411bd69c1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 139) + sampled 128/128 (steps this call: 137) +Average denoising rounds per sample: 138.00 +First sample preview: 'BBR Inc., Inc.BBR, Inc. is.\n\n(USA, Canada, Australia, New York, USA)\n\nThe company BBR Inc. , Inc.\n\nBBR Inc. is.\n\nBBR Inc' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.4_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..e3b2f34cde548295f8b7b455f049aeb38f1bb80d --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 137) + sampled 128/128 (steps this call: 139) +Average denoising rounds per sample: 138.00 +First sample preview: 'Dear friends,\n\n\nsum’ to been a great year to us, the Reddit community, and the the community of Reddit it.\n\nToday we tha' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.4_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..7de6350386a705a02aa43ae070506d8c14331d6e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 144) + sampled 128/128 (steps this call: 135) +Average denoising rounds per sample: 139.50 +First sample preview: ' the some of the tutorial on how to make the the..\n\nThe design of a the. is not the same as the design of a the. .\n\nThe ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.4_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..e7b86f2e07c09a4640354f781668ed28211ea38c --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 141) + sampled 128/128 (steps this call: 139) +Average denoising rounds per sample: 140.00 +First sample preview: 'U.S.S. is the best in the world, but not at the best of the world, to say according to the BBC. In a report released Tue' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.4_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..f509ce67013abc0fc445045fa8ee41cb81a55b8e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 137) + sampled 128/128 (steps this call: 141) +Average denoising rounds per sample: 139.00 +First sample preview: '\n.\n\n,\n\n\n.\n\n.\n\n.\n\n\n.\n\n\n.\n\n.\n\n.\n\n\n.\n\n\n.\n\n.\n\n\n.\n\n.\n\n.\n\n.\n\n.\n\n\n\n.\n\n.\n\n.\n\n.\n\n. .\n\n.\n\n.\n\n.\n\n. .\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.4_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..58edd94ded9ba90f6bd04011bc0ffae1d7119fd2 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 140) + sampled 128/128 (steps this call: 135) +Average denoising rounds per sample: 137.50 +First sample preview: ' said.\n\n"The.C.R. is out of the game," he said.\n\nBut a company close to the company said the company is committed to wor' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.4_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..0001cd730b6cef6be634c08c9c97545dda200980 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 136) + sampled 128/128 (steps this call: 138) +Average denoising rounds per sample: 137.00 +First sample preview: ' was released for the North version of the game last year, following the release of Wii U.\n\nThere is a new version, howe' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.4_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..ceb220fdacf3aeb10f4043369c9854cf56af6457 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.4_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 137) + sampled 128/128 (steps this call: 138) +Average denoising rounds per sample: 137.50 +First sample preview: ',” in the decision to appeal the decision.\n\nThe court gave the aisies the two days to make the decision on the case, the' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.4_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..831fa2504a57fe203b918c208ef6dac61c04d3b5 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 202) + sampled 128/128 (steps this call: 196) +Average denoising rounds per sample: 199.00 +First sample preview: ' and I’ve seen the victims of and the victims murdered in the Los Angeles area.” So what else…\n\nThe next day we responde' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.7_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..85228faf869eb7cc9ec306c27dafe0be74483e18 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 203) + sampled 128/128 (steps this call: 196) +Average denoising rounds per sample: 199.50 +First sample preview: 'A counterterrorist was killed during the clashes- the operation in addition to a number of sympathisers of the PKK, the ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.7_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..f2e4db00f164613bbc924b84f4b429910a05a324 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 198) + sampled 128/128 (steps this call: 194) +Average denoising rounds per sample: 196.00 +First sample preview: 'A really big fan of this (PVE related) myself, I amBE have some fun ideas for :D. (For obvious, I used Loemon inP.) Ther' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.7_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea4f3151f6c67145f0c664fb3c85adfc99d21188 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 194) + sampled 128/128 (steps this call: 197) +Average denoising rounds per sample: 195.50 +First sample preview: "If you're looking to be on track for UAMA, there were quite a of you who still had yet to see CARTO's announcement.\n\nCAR" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.7_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..d84ce48a9a3d08cc46c7eca12be11b13d8a5b44a --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 209) + sampled 128/128 (steps this call: 196) +Average denoising rounds per sample: 202.50 +First sample preview: ' and-known electrician, to keep a lid on the a Tesla that the company is running in, according to a report on Thursday.\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.7_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..6356be567c3cd67af931fc7068f04100ad2250f1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 195) + sampled 128/128 (steps this call: 196) +Average denoising rounds per sample: 195.50 +First sample preview: 'William W. Hamilton. While India’s commitment to at earliest is STS-69 in orbit, according to a date he does not specify' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.7_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..d1b72cf4fbfb5877faf481d8783192b11f968ed4 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 193) + sampled 128/128 (steps this call: 199) +Average denoising rounds per sample: 196.00 +First sample preview: '.” The blunder (“No, no, no”) used the “No. I had been unmasked. Yours happened.”\n\nBut just because he’s a leaker, that ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.7_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..cbdc424edf9b99715bb20c3918f9aea1e5d1bff5 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.7_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 193) + sampled 128/128 (steps this call: 197) +Average denoising rounds per sample: 195.00 +First sample preview: ' with reports from Politico and elsewhere. First, the New York Post reported that:\n\n only Republican from Washington at ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.7_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..e4c663dbab471de3792e767004ec82c173671c1e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 221) + sampled 128/128 (steps this call: 220) +Average denoising rounds per sample: 220.50 +First sample preview: ' and "it wasn\'t only people killed in there, people murdered in the Dallas Towers."\n\n"In fact, when the 9/11 in 2004, an' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.8_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..7daee68e66db47c0bd781c9d097af4413a59272e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 219) + sampled 128/128 (steps this call: 224) +Average denoising rounds per sample: 221.50 +First sample preview: 'Twenty-terrorist were killed during the clashes- the operation in Messed where eight ISIS sympathisers were being detain' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.8_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..b78eceef4c48890b8ac4edf97bdfe87df174f6b8 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 221) + sampled 128/128 (steps this call: 224) +Average denoising rounds per sample: 222.50 +First sample preview: 'Im a big fan of this (BEVE specifically) myself.\n\nBELL is an engine for 3D 8 (No obvious). I used Spindo models (I are m' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.8_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..6d71089b9d8b57c1ebdf65da9c940b1b6fa6bc35 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 226) + sampled 128/128 (steps this call: 221) +Average denoising rounds per sample: 223.50 +First sample preview: '\nHave he been attending Cancer Research on Aging (CAMA) in Chicago?\n\nIn the past week, though, he publicly revealed a fa' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.8_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..20d55c61dddd3bcc96fe3ba7b703ae6fd61334be --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 224) + sampled 128/128 (steps this call: 222) +Average denoising rounds per sample: 223.00 +First sample preview: ' and-turned electrician Mark Anderson narrowly opened fire on the a Mercedes that had just behind a bar at 275 in a down' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.8_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..9f46ccec7ec2bd0e7acc1ba8ed3c771fdd0a8492 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 215) + sampled 128/128 (steps this call: 220) +Average denoising rounds per sample: 217.50 +First sample preview: 'ine W. Barker. While India’s aversion to Corydon is understandable, 1769 it parallels British resistance to Japanese, he' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.8_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..621d7847e3679f261dbe44559a8a5435b541ad55 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 218) + sampled 128/128 (steps this call: 219) +Average denoising rounds per sample: 218.50 +First sample preview: ' was it was all to you, “What are our plans?”, and the “No. I had an honest answer for that, and we didn’t talk about ho' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.8_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..1e07db65b78568b7c731d0493b3ca173ede67a5a --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.8_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 220) + sampled 128/128 (steps this call: 214) +Average denoising rounds per sample: 217.00 +First sample preview: 'Notes:\n\nSept. Sep, 2015 New York Post Magazine article: "\n\nPutin from Washington at the-ached Baltimore a few years ago\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.8_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..6a09637a0c451d4185b509693140b7656c0fd270 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu0.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 256) +Average denoising rounds per sample: 256.00 +First sample preview: " clear, 'Operation Reality' wasn't Serial or CBS, or a Newsmaxmax program. Nor do I watch the same video of the Homeland" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.94_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..f6259e22a8bad3db9f80cda515eefbe9571ecf4e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu1.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 256) +Average denoising rounds per sample: 256.00 +First sample preview: ', maybe more transparent about their own financing systems more efficient or acceptable. Personally, I believe that, aft' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.94_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..fc4b838590013607c67a6d4545e4735b89ce60f6 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu2.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 257) +Average denoising rounds per sample: 257.00 +First sample preview: ' a form of scrawled self-indulgence at an unconscious Achilles’s self, instead prompts the final action: the businessman' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.94_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..e818c6ff4ec24251ca3b670f394c13190d01535b --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu3.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 258) +Average denoising rounds per sample: 258.00 +First sample preview: 'Late this week, Zombie brought out a cyber-punk augmented reality game where players control laser arsenal-like weaponry' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.94_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..cc3d9c794914764eaae2ea762f9d46fb5b03971b --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu4.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 256) +Average denoising rounds per sample: 256.00 +First sample preview: '’t make promises “that he’d never quit,” Meza said, and that despite Butler the life was slowly coming.\n\n“It doesn’t loo' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.94_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..c4745d4d85cb1ee427b2a5c617cf0dd2d0c53319 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu5.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 259) +Average denoising rounds per sample: 259.00 +First sample preview: "'(Am I still here?) not because Fenya is interesting or I're doing that' or anything the narun titles thought/No, this o" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.94_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..d1a72c418a4441af05700dced0d0dd622ca8ae34 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu6.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 256) +Average denoising rounds per sample: 256.00 +First sample preview: 'They put us inside the panel as a simple venue for any emotional attachment where we were bored of it (some a while ago,' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.94_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..66256526185621f13ba58f682f192f4fed3f8696 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.94_gpu7.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.94 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 254) +Average denoising rounds per sample: 254.00 +First sample preview: '\nThe Happ tech app that was early working developers at the Department of Safety and Human Services are set to graduate\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.94_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..ee12f3aafddf801d23ad41580c6669210678cbdd --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu0.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 263) +Average denoising rounds per sample: 263.00 +First sample preview: "ers: 'Fox Show' Doesn't Mean I'm, World a Newsmax gang leader, NorCal Bundy (Fox's killing of armed policemen in 'Sleepy" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.96_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..38da1cd78682e979632f97a1293bbab6ddab50f2 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu1.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 262) +Average denoising rounds per sample: 262.00 +First sample preview: ', maybe more transparent about their own financing systems more efficient or acceptable. Personally, I think that, after' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.96_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..92663fdd34d6f3a59ac109507f8b52ab42f0840f --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu2.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 260) +Average denoising rounds per sample: 260.00 +First sample preview: ' a public offering scnod-indigenous rights at an evangelical Achilles Chasted Seven self only Church in Edmonton.\n\nLiber' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.96_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..91e6090d9a8fa61b6131ed9aa14da2bfa9d10000 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu3.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 259) +Average denoising rounds per sample: 259.00 +First sample preview: 'Late this week, Zombie brought out a cyber-inspired augmented reality game where players place laser arsenal-like weapon' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.96_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..02d26bd6c4fd24333acca047b81b3c3a17d89400 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu4.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 257) +Average denoising rounds per sample: 257.00 +First sample preview: '’t make promises “that he’d cum quit,” Farza said, working as if Butler transgender life was truly over.\n\n“No, yes?”\n\n“N' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.96_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..631bf882838437761898dbde7a572402a7af65ee --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu5.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 259) +Average denoising rounds per sample: 259.00 +First sample preview: "'(AmWarning to work..... not because Tikta is interesting or I're doing that' or anything the narun titles thought/No, t" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.96_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..d8e6d4be4ed79e01c37c1e7e9fb908f1c2118864 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu6.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 261) +Average denoising rounds per sample: 261.00 +First sample preview: 'So put, inside the panel, a HD venue that gives emotional exposure where we were bored of it (2011 IS nothing MORE, whil' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.96_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..1b15c4e5e77caa962abcac7e4c7b437ce158897e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.96_gpu7.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.96 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 258) +Average denoising rounds per sample: 258.00 +First sample preview: '\nThe Happ tech blog that focus always accompanying articles and myriad media. Techniques of Creative , are set to Tape t' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.96_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..d240d3c497f6555192a13d4ca50d987089f6243c --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu0.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 261) +Average denoising rounds per sample: 261.00 +First sample preview: "ers: 'Fox Show' Doesn't Mean I Was, World a Newsmax gang leader in NorCal Bundy (Clinton's handling of the Violence in D" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.98_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..c1697e533a97c0f995848a3c6c3f47e375ab8224 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu1.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 265) +Average denoising rounds per sample: 265.00 +First sample preview: ', maybe more transparent about their own financing systems more efficient or acceptable. ? I am think that, after seeing' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.98_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..68fc71c2a59ac32cbf31fb7ef6fa80c93f1096af --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu2.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 262) +Average denoising rounds per sample: 262.00 +First sample preview: ' a public offering scnod-indigenous rights at an evangelical Achilles Chasted Seven self only Church in Edmonton.\n\nLiber' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.98_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..dd36e8b7fb442c21bba686e33d1b1ebf57504497 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu3.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 266) +Average denoising rounds per sample: 266.00 +First sample preview: "NASA's impressive vision of Mars as a cyber-security virtual reality for now's pretty laser arsenal-like, too. Dubbed th" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.98_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..e3aa9e2044b78b2529cdb10e18075d03ae406bef --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu4.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 261) +Average denoising rounds per sample: 261.00 +First sample preview: '�We all had something special—that we’d never watch,” Meza said.\n\nRobert Butler, life and avidtg at the moment and “I’m ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.98_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..89996661bd6baf4de2f95180d854cf1e8b4514d7 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu5.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 265) +Average denoising rounds per sample: 265.00 +First sample preview: "'(AmWarning this work..... not because obta is interesting or I're assuming that's or anything else narun titles related" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.98_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..7f4f013793477c281f69d19721fd92c5ad3ac271 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu6.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 261) +Average denoising rounds per sample: 261.00 +First sample preview: ' Dynamo side plan to take on kickoffs from every venue or experience of one.\n\nMembers of pre-season search group Yes, so' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.98_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..b93ddad1d1d3043e4671d1a956c47fbe29e8717f --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.98_gpu7.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.98 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 263) +Average denoising rounds per sample: 263.00 +First sample preview: '\nThe Happ web app that tracks your trending podcasts and social media. Events and Conference Events are set to flourish\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp0.98_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..86816decb1b3b38071a604b90a58ed3518a812c3 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 245) + sampled 128/128 (steps this call: 243) +Average denoising rounds per sample: 244.00 +First sample preview: ' and by it means, are really murderers, have already been murdered in any American state for their crimes (In somebody e' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.9_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..adca4ab06df07b074dcea4d77b402444b84728fc --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 241) + sampled 128/128 (steps this call: 244) +Average denoising rounds per sample: 242.50 +First sample preview: 'My/sharing archive appeared in the locations on the website was a places where the Charlottesville sympathizers were sai' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.9_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..ccd4818568353f59d22a253eb8b08c65dbc63140 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 243) + sampled 128/128 (steps this call: 242) +Average denoising rounds per sample: 242.50 +First sample preview: "'s just too excruciating to read this (LOVE where, Tim)\n\nHEY, WHAT?\n\nDAM! It happened when I made Tim David, Tim! There " +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.9_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..d77566adb91e641cb63084e85917cd2b0569a116 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 246) + sampled 128/128 (steps this call: 241) +Average denoising rounds per sample: 243.50 +First sample preview: '\n Was he surely joking.\n\nMONYAN STATE, who is losing his early day chair, said: "There is very slight chance that things' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.9_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..83d188139ae2deb17886b86934cc589edc135f8d --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 242) + sampled 128/128 (steps this call: 244) +Average denoising rounds per sample: 243.00 +First sample preview: ' and he loves durian—DJ had a vision over the early NFL that had never in a sense a formula for a better product. “[Dubs' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.9_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..8b9c06580f4043de87ea9443d84b2cbef784c17e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 244) + sampled 128/128 (steps this call: 243) +Average denoising rounds per sample: 243.50 +First sample preview: 'aled on in Omaha. While Japanese was definitely among the superior Opentimes series between 1968-69, parallels are strik' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.9_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..d38cd042f29a1c12ac534dcbc7a36909d37964b3 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 242) + sampled 128/128 (steps this call: 244) +Average denoising rounds per sample: 243.00 +First sample preview: ' Street L. T Cway E\n\nThere are many gated curation buildings on the “Art at Cradle” redeveloped Lower Street with street' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.9_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..fdccb9a4f0c3835d50ef2d1d2bac853b98c61abb --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp0.9_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 248) + sampled 128/128 (steps this call: 244) +Average denoising rounds per sample: 246.00 +First sample preview: ' nature signs in on the beach. Sep, 2015. | Operational edit ]\n\n+ insert from beach signage landscape duplicated just ov' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp0.9_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..ed41d92bb2d8574623082992225768f12381fdb7 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 262) + sampled 128/128 (steps this call: 263) +Average denoising rounds per sample: 262.50 +First sample preview: ' and by no means) are really murderers, who have been murdered in any American state for similar crimes (In what else’s ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp1.0_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..fa2493f335a0c879bf8e1ebbc9dec2e519ff1e63 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 263) + sampled 128/128 (steps this call: 264) +Average denoising rounds per sample: 263.50 +First sample preview: 'My newssharing collaboration appeared across several places on my website for a long time with analytical sympathizers s' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp1.0_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..572d261225204b0f451e04774b50357f946ac61e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 261) + sampled 128/128 (steps this call: 265) +Average denoising rounds per sample: 263.00 +First sample preview: ' had the most excruciating pain of this (LOVE ending, Tim)\n\nHEY, fox.\n\nNOB! It happened when I made Tim problem, Tim! Th' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp1.0_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..14dcdc421d6440c59ca2e17b03e4be8c0964317b --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 262) + sampled 128/128 (steps this call: 264) +Average denoising rounds per sample: 263.00 +First sample preview: '\n Was he in dreaming.\n\nTEBIAN STATE;\n\nWas his last day and he looked at them in a very special way and things would be g' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp1.0_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..57cc3fa6f84cacb965514be351d2ad5e437797d0 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 263) + sampled 128/128 (steps this call: 263) +Average denoising rounds per sample: 263.00 +First sample preview: ' is a professional electrician. He was a glance over the early Chrysler that was the first better new redowl ever had in' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp1.0_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..c244d16830bc36738aeb681341bdbd227422cadf --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 264) + sampled 128/128 (steps this call: 262) +Average denoising rounds per sample: 263.00 +First sample preview: ' Just as in Ferguson: While America fired men for a pedestrian at lowest rate since 2011 (69% internally managed diploma' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp1.0_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..033c065904144f804b778ea3ed0da58e6134f10f --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 262) + sampled 128/128 (steps this call: 265) +Average denoising rounds per sample: 263.50 +First sample preview: '/Xonez,against EOL). Most are apparently disappointed about Windogun, because the “Battle of Mango” between two former S' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp1.0_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..8ec73bc28d9da6c426d8c55da757a3271ce73229 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1.0_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 263) + sampled 128/128 (steps this call: 262) +Average denoising rounds per sample: 262.50 +First sample preview: ' the signs in the cold winter. AL, 2007. York expiation - tread deep\n\nThe Cathedral beach signage was reainted five and ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam0.8_temp1.0_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..6e84229aeb5d8b056290256ab6fe5d2066bd7db9 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu0.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 266) +Average denoising rounds per sample: 266.00 +First sample preview: "ers: 'Fox Show' Doesn't Mean I Was, World a Newsmax gang leader in NorCal Bundy (Clinton's handling of the Violence in D" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp1_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..851e312ec86302161be2392936c17fc4d885ea6d --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu1.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 267) +Average denoising rounds per sample: 267.00 +First sample preview: ', maybe a good sea level and financing times more favorable than acceptable.Anyway, they concluded that f after tossing ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp1_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..92ed20824f59dd4b55301a02e9d235e83e12eeb1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu2.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 265) +Average denoising rounds per sample: 265.00 +First sample preview: ' a public offering scnod-indigenous rights at an evangelical Achilles Chasted Seven self only Church in Edmonton.\n\nLiber' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp1_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..808002a8c4667a6b3f71a4ee25852b8ed2ae3688 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu3.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 268) +Average denoising rounds per sample: 268.00 +First sample preview: "NASA's impressive vision of Mars as a cyber-security virtual reality for now's pretty laser arsenal-like, too. Dubbed th" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp1_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..aae307d454e98f2566931a01209e5b0b7c5503b4 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu4.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 267) +Average denoising rounds per sample: 267.00 +First sample preview: '�We set up something special—that we’d dream match,” Farza said as he then proclaims the life feverishly acclaimed at th' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp1_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..dd26018ce7aaaed8a5abe00bf90bb1d9b495d37e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu5.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 267) +Average denoising rounds per sample: 267.00 +First sample preview: "'(Amendment) rights..... not because the shutdown vs shutdown those PD're run that's good but the narunkeys voted/No on " +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp1_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..60c8aa9a995bf9eb4f6267d8f938a21f37751719 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu6.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 264) +Average denoising rounds per sample: 264.00 +First sample preview: ' Dynamo will take over inside their 450-year old venue as part of one of the great examples of big-game expansion group ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp1_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..58965863c1dfac94cccbfc8957c03cd13da8110b --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.8_temp1_gpu7.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.8] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 267) +Average denoising rounds per sample: 267.00 +First sample preview: '\nThe Happ web app that tracks your trending podcasts and social media. Events and Conference Events are set to flourish\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.8_temp1_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..8984896f9b56755447ee92bc259826db08206b5c --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu0.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 229) +Average denoising rounds per sample: 229.00 +First sample preview: " back to the News why it wasn't Page or Stern, but a News said a warrant with VanDey was issued.\n\nThe warrant was for $1" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.8_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..8cb84e6e62cdd8e0117ee2c015f75a77ead67b68 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu1.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 228) +Average denoising rounds per sample: 228.00 +First sample preview: '-broadcast, and the unresolved question of subscribership. So, understandably, they concluded that, after tossing the of' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.8_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..32e2a996a85e4d8891f82d355babe3cf13b84fd7 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu2.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 238) +Average denoising rounds per sample: 238.00 +First sample preview: " were subject to a second double-inditentiary at one of Del Monte's locations, according to the criminal complaint, said" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.8_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..2b4a28873789bde688423c8b9c93999cae94c658 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu3.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 234) +Average denoising rounds per sample: 234.00 +First sample preview: 'Microsoft\'s impressive Project Gear VR is a cyber-punk augmented reality game where players use laser arsenal-like, "ove' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.8_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..6726a0c4ce91fc0bb89b883c5f98f58f4002a8ac --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu4.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 229) +Average denoising rounds per sample: 229.00 +First sample preview: 'When Thomas Jefferson asked “whether one’s God is,” But if not, have not proclaimt the drive and/ored, or stethow, why?”' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.8_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..a45a919aa30d878f42eb89bccfdad58930192b35 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu5.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 231) +Average denoising rounds per sample: 231.00 +First sample preview: "Life I'm contradicting me....\n\n-This is the thing I're you’d like to relate.\n\n/No to a Kind of kind\n\nhey - am I wrong me" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.8_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..691e284a39b46813946c98b66209e23bdcd0910c --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu6.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 233) +Average denoising rounds per sample: 233.00 +First sample preview: 'Attitude and openness on attachment (AD) are the strongest emotional attributes found in people outside of relationships' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.8_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..045846410e0cc7033621a51275495fdbc11440e1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.8_gpu7.log @@ -0,0 +1,52 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 231) +Average denoising rounds per sample: 231.00 +First sample preview: '\nIn a blog post that amassed several thousand articles, Family Research Council Research professor John Dawg and its Nor' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.8_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu0.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..9080ec663645d3102850ec98a103014204a19862 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu0.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 257) + sampled 128/128 (steps this call: 254) +Average denoising rounds per sample: 255.50 +First sample preview: ' and by no means, are really murderers, who have been murdered in any American state for similar crimes.In someone else’' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.9_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu1.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..72b289e62b1a1c5e99e7fa22334e288f32fc9179 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu1.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 247) + sampled 128/128 (steps this call: 251) +Average denoising rounds per sample: 249.00 +First sample preview: 'My factsharing that appeared about the locations on the website was a places where the Charlottesville sympathizers were' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.9_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu2.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..5a97ddb41c6db79d1fdee1fde94b1528653c07ef --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu2.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 250) + sampled 128/128 (steps this call: 249) +Average denoising rounds per sample: 249.50 +First sample preview: "'s just too excruciating to read this (LOVE where, Tim)\n\nHEY, WHAT?\n\nDAM! It happened when I made Tim David, Tim! There " +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.9_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu3.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..375b6aae595c7eeaff20f3d684427339dd19345f --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu3.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 248) + sampled 128/128 (steps this call: 248) +Average denoising rounds per sample: 248.00 +First sample preview: '\n Was he surely joking.\n\nMONYAN STATE, who has lost his post as director, said: "There is very little chance that posing' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.9_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu4.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..4ea1f6df77db4c70060f50c5a1756326f6266c66 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu4.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 249) + sampled 128/128 (steps this call: 247) +Average denoising rounds per sample: 248.00 +First sample preview: ' and he loves durian—DJ had a vision over the early NFL that had never in a sense a formula for a better product. “[Dubs' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.9_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu5.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..a964ca1f1a6feff7f675f8887e7e8623b0ae8273 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu5.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 253) + sampled 128/128 (steps this call: 253) +Average denoising rounds per sample: 253.00 +First sample preview: 'aled on in Oregon. While Utah was the top favorite destination, neither was generating 18.7% internally based rankings. ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.9_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu6.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..d8ce806cf703887d32608b74c2939df8e440853e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu6.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 249) + sampled 128/128 (steps this call: 249) +Average denoising rounds per sample: 249.00 +First sample preview: ' was. After all, perhaps a “There are no hijinks” amounted to the “Up and Faced” between the two Storms. The Mask is a b' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.9_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu7.log b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..07f4337d51d6287ec02c5a652cb9bc3ccfff0903 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam0.9_temp0.9_gpu7.log @@ -0,0 +1,51 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [0.9] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 248) + sampled 128/128 (steps this call: 249) +Average denoising rounds per sample: 248.50 +First sample preview: ' concept tunes in sponsored by beach.tv, 2016 New York expo Technology Magazine\n\n10 booths from beach signage landscape ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam0.9_temp0.9_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu0.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..a55fd3b8bb70ccdb2ffc85b2f95e7ee8cb4a5e0e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 129) + sampled 128/128 (steps this call: 130) +Average denoising rounds per sample: 129.50 +First sample preview: '\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,,\n\n,\n\n,,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.1_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu1.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..d69d865cc615cfe2ebb958159457bd7d1a1e074e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 131) + sampled 128/128 (steps this call: 129) +Average denoising rounds per sample: 130.00 +First sample preview: 'The world, America, and all the world, of the United States, and of the United States, and the the rest of the world.\n\n1' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.1_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu2.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..5b46568f7b6e56ff3c84bead53d773a814b7aa78 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 129) + sampled 128/128 (steps this call: 130) +Average denoising rounds per sample: 129.50 +First sample preview: 'the\n\nand, in the name of\n\nthe\n\nthe\n\n\nthe\n\nthe\n\nthe\n\nthe\n the\n\nthethe\n\nthethe\n\nthe\n\nthe\n\nthe\n\nthethe\n\nthe\n\nthethe\n\nthe\n\nt' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.1_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu3.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..aec145b1ace855fd65d68fced871660b54c233cb --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 129) +Average denoising rounds per sample: 128.50 +First sample preview: 'Source: Google\n\nThe most influential people of the world\n\nSource:\n\nGoogle\n\nGoogle\n\nFacebook\n\n\n\nFacebook\n\nFacebook\n\nFaceb' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.1_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu4.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..59289a0db37427deb6348e908af0310131bf2dcc --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 131) + sampled 128/128 (steps this call: 128) +Average denoising rounds per sample: 129.50 +First sample preview: '\n\n\n,\n\n,\n\n\n,\n\n.\n\n\n.\n\n\n.\n\n,\n\n,\n\n\n\n\n,\n\n\n\n\n\n\n,\n\n,\n\n,\n\n\n,\n\n,\n\n\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n,\n\n\n\n\n,\n\n,\n\n,\n\n,\n\n,\n\n\n,\n\n,\n\n,\n\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.1_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu5.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..2c3b8479e238708a731ff1fbc4e1c10f63dec958 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 128) +Average denoising rounds per sample: 128.00 +First sample preview: ' said.\n\n"The the process is going to be there,” Lehman said.\n\nIn the first phase of the new plan, the City Council will ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.1_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu6.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..de796b3cf207ad14327d6be9389040867d3e8fdb --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 129) + sampled 128/128 (steps this call: 129) +Average denoising rounds per sample: 129.00 +First sample preview: ' FBI to reopen the case.\n\nBut he said, that is not the case.\n\nThe report said, which was released Tuesday, that the FBI ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.1_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu7.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..bdd680ff7f447690b39590a642a7e89ac089eb87 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.1_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.1 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 128) + sampled 128/128 (steps this call: 132) +Average denoising rounds per sample: 130.00 +First sample preview: '\n\n\nof the\n\nof the\n\n\n\n\n\n of the\n\nand of the\n\n\n\n\n\n\n\n\n\nof the\n\nof\n\nof\n\n\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof\n\nof the' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.1_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu0.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..7520a0ce5e0368ef13e92210fa04bdf2d30f21b1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 145) + sampled 128/128 (steps this call: 142) +Average denoising rounds per sample: 143.50 +First sample preview: 'BBR Inc., Inc.BBR, Inc. is.\n\n(USA, Canada, Australia, New York, USA)\n\nThe company BBR Inc. , Inc.\n\nBBR Inc. is.\n\nBBR Inc' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.4_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu1.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..b1405f5439130a36b2a50547ce5f91951cc3001a --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 143) + sampled 128/128 (steps this call: 144) +Average denoising rounds per sample: 143.50 +First sample preview: 'Dear friends,\n\n\nhas’ to been a pleasant surprise to us, the new season, and the added joy of experiencing it.\n\nToday we ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.4_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu2.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..4847891077607983a09d5ade7a9aa2f4df630384 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 147) + sampled 128/128 (steps this call: 148) +Average denoising rounds per sample: 147.50 +First sample preview: ' the some of the tutorial on how to make the the..\n\nThe design of a the. is not the same as the design of a the. .\n\nThe ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.4_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu3.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..52fc44f9a5aa6493d906f0f000a16e79656d9f67 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 146) + sampled 128/128 (steps this call: 149) +Average denoising rounds per sample: 147.50 +First sample preview: 'D.I.A. is the best in the world, but looking at the rest of the world, it is second to the bottom. In a world of way, th' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.4_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu4.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..0a145bd2aa563329de8bbe8de94c660e188e3b69 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 148) + sampled 128/128 (steps this call: 145) +Average denoising rounds per sample: 146.50 +First sample preview: '\n.\n\n,\n\n\n.\n\n.\n\n.\n\n\n.\n\n\n.\n\n.\n\n.\n\n\n.\n\n\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n.\n\n. .\n\n.\n\n.\n\n.\n\n. .\n\n.\n\n.\n\n.\n\n.\n\n.\n.\n' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.4_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu5.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..68c8bd228cf0f7c432b5ddda3d1653957be37f52 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 148) + sampled 128/128 (steps this call: 146) +Average denoising rounds per sample: 147.00 +First sample preview: ' said.\n\n"The international community is committed to the resolution of the conflict," he said.\n\nIn a statement respondin' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.4_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu6.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..6dcbaeec2b53e65f1a49ca445c9f3350d11f4f71 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 146) + sampled 128/128 (steps this call: 147) +Average denoising rounds per sample: 146.50 +First sample preview: ' was released for the North version of the game last year, following the release of Wii U.\n\nThere is a new version, howe' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.4_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu7.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..a827ecca2e0e6af1ad98542502fe8b7caedb9229 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.4_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.4 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 143) + sampled 128/128 (steps this call: 146) +Average denoising rounds per sample: 144.50 +First sample preview: ',” in the decision to appeal the decision.\n\nThe court gave the aisies the two days to make the decision on the case, the' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.4_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu0.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..e39fc0b67411b2b6a282deeacf0e6a00511be60d --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 210) + sampled 128/128 (steps this call: 208) +Average denoising rounds per sample: 209.00 +First sample preview: ' and we’ve had people killed. who have been murdered in any downtown every day.” So what else might there be on campus t' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.7_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu1.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..bfd7af7d2f8aa14120c95b7fe0f138bb37d9b3a1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 216) + sampled 128/128 (steps this call: 211) +Average denoising rounds per sample: 213.50 +First sample preview: 'A counterterrorist was killed during the clashes- the operation in addition to a number of sympathisers of the PKK, the ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.7_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu2.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..efb0ae6c6335ba65e2824ed6f244dcc7059d1850 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 213) + sampled 128/128 (steps this call: 210) +Average denoising rounds per sample: 211.50 +First sample preview: 'Im a big fan of this (BEVE specifically) myself.\n\nBELL is an engine for 3D. (at longest time I used CoD in Max) It tried' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.7_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu3.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..eb33b0ed3fd6ed5bbd6fefa1cd08aa799ca84e6d --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 211) + sampled 128/128 (steps this call: 217) +Average denoising rounds per sample: 214.00 +First sample preview: 'The Government is considering a plan to retain the UAMA campus after the tragedy\n\n0:13\n\nBENEWARTIN\n\nAfter a fatal crash ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.7_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu4.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..0235d671efa36324a39e8a0dbb0b60dfb726d430 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 221) + sampled 128/128 (steps this call: 210) +Average denoising rounds per sample: 215.50 +First sample preview: ' and-known electrician, has lifted the lid on the a Mercedes that had it into a mystery, according to a report on Thursd' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.7_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu5.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..9c3ac75d2d8f68d8f86c30add355c8f6222e1373 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 210) + sampled 128/128 (steps this call: 209) +Average denoising rounds per sample: 209.50 +First sample preview: 'William W. Hamilton. While India’s guidance system (which is always 18-69 in orbit) comes to a point he does not underst' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.7_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu6.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..cd4b0ced034b743f10c2c50587805c7dd6421763 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 208) + sampled 128/128 (steps this call: 210) +Average denoising rounds per sample: 209.00 +First sample preview: ' President’s forstandard (“No, no, no”) and the “no. I had the wrong answer for that. We had the wrong answer regarding ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.7_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu7.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..e9a213804cb35e69f01e4b6922d4abbc6559961c --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.7_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.7 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 210) + sampled 128/128 (steps this call: 209) +Average denoising rounds per sample: 209.50 +First sample preview: ' the details.\n\nSept. Sep, 2015 New York Post Magazine article:\n\n flown back from Washington at Fort-Polk over 30 years a' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.7_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu0.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..b609995f2a45d19701c2ebcdf62ebdefd5681b1f --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 231) + sampled 128/128 (steps this call: 238) +Average denoising rounds per sample: 234.50 +First sample preview: ' and by any means, are not arrested, have not been murdered in any American state for drug crimes (In comparison, when o' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.8_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu1.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..65de580ea94f3b3bb7186c86900504e2ec7f48e2 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 233) + sampled 128/128 (steps this call: 229) +Average denoising rounds per sample: 231.00 +First sample preview: 'Twenty-terrorist were killed during the clashes- the operation in Messed where eight ISIS sympathisers were being detain' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.8_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu2.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..35f98434beed92ec105e596ee24d56fc12c1beb1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 235) + sampled 128/128 (steps this call: 236) +Average denoising rounds per sample: 235.50 +First sample preview: ' I was too excited to read this (LOVE where, Tim)\n\nHEY, WHAT?\n\nDAM! It happened when I saw Tim’s (Best of 12) biography ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.8_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu3.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..56a7dcf082cf342e92c9fd73fd007f2ef0f712f5 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 236) + sampled 128/128 (steps this call: 228) +Average denoising rounds per sample: 232.00 +First sample preview: '\nWhen he started joining Cancer Research on Aging (CAMA) after he lost his previous job, he said he had found a very hig' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.8_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu4.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..1db8059030c4f7388252da4df27a9cd15d7665d9 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 237) + sampled 128/128 (steps this call: 230) +Average denoising rounds per sample: 233.50 +First sample preview: ' andA) Portlandian have is reporting some light on the early tech that will be the better design the market ever had.\n\nA' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.8_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu5.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..1abc0e8bf2c6db09cebe40439dd72229151698d4 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 234) + sampled 128/128 (steps this call: 229) +Average denoising rounds per sample: 231.50 +First sample preview: 'ine W. Lee. While Vancouver’s 10th-place history (1964-69) parallels British exposure to Japanese, he does not had a los' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.8_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu6.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..4f2e71c188b4495dc2c4a0a1501d52051fba2ffe --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 238) + sampled 128/128 (steps this call: 231) +Average denoising rounds per sample: 234.50 +First sample preview: ',”\n\nsaid, “You are our voice,” according to the “ interview. I had an honest answer and was\ndullred back. The crowd felt' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.8_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu7.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..2d96a40386dc7dc74fe72968d23c6985f92f82ef --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.8_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.8 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 231) + sampled 128/128 (steps this call: 235) +Average denoising rounds per sample: 233.00 +First sample preview: ' technological changes in the goalposts. First, week New York expatriore said,\n\nOfficials from Washington at the reforma' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.8_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu0.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..43f5dfe129040f1f54d42e6d7f18bf637c79bebd --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 254) + sampled 128/128 (steps this call: 253) +Average denoising rounds per sample: 253.50 +First sample preview: ' and by no means) are not murderers – have never been murdered in any American state for any crimes (In everyone else’s/' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.9_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu1.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..0c8633db53699e6bd47c46b9b7eb37fec4f730b1 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 252) + sampled 128/128 (steps this call: 254) +Average denoising rounds per sample: 253.00 +First sample preview: 'Myornsharing had appeared about the locations on the website was a places where the ISIS sympathizers were said be. Of t' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.9_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu2.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..102fceca1b54eccb7452f5813aba1d28d97ac997 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 252) + sampled 128/128 (steps this call: 250) +Average denoising rounds per sample: 251.00 +First sample preview: "'s just too excruciating to read this (LOVE where, Tim)\n\nHEY, WHAT?\n\nDAM! It happened when I made Tim be a Tim! There we" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.9_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu3.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..eb86abccebcfd3ed794139fe5a19b7b5ff06ac80 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 253) + sampled 128/128 (steps this call: 250) +Average denoising rounds per sample: 251.50 +First sample preview: '\n Could he keep losing.\n\nTEBIAN STATE, who after losing his all day may have seemed to be on the very wrong track – thei' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.9_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu4.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..1a59292f8c2cf3951cb038672a52567b68894dd5 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 255) + sampled 128/128 (steps this call: 254) +Average denoising rounds per sample: 254.50 +First sample preview: ' and he loves durian—DJ had a vision over the early NFL that had never in a sense a formula for the American product. “[' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.9_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu5.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..3d8b6aba51a35aeeef8d6d59e3d34290408fa406 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 255) + sampled 128/128 (steps this call: 254) +Average denoising rounds per sample: 254.50 +First sample preview: 'aled on in Oregon. While Utah was the top favorite destination, neither was generating 18.7% internally based rankings. ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.9_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu6.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..63d7f94fb0cdcaa6c239576f4872fa91b2f70e20 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 253) + sampled 128/128 (steps this call: 249) +Average denoising rounds per sample: 251.00 +First sample preview: ' was. After all, perhaps a “There are no hijinks” amounted to the “Up and Faced” between the two Storms. The Mask is a b' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.9_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu7.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..d31f5c784d51e077c87574935ffa2c0d8ad2ad55 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp0.9_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 0.9 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 254) + sampled 128/128 (steps this call: 254) +Average denoising rounds per sample: 254.00 +First sample preview: ' concept tunes in sponsored by beach.tv, 2016 New York expo Technology Magazine\n\n10 booths from beach signage landscape ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp0.9_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu0.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..00185efc499c53c895ac26631547711a611b4c7e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu0.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 267) + sampled 128/128 (steps this call: 269) +Average denoising rounds per sample: 268.00 +First sample preview: "', by any means) are also murderers who also have been murdered in any American state for similar crimes. Although sente" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp1.0_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu1.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..75d6ee3226348aaccb76364110aa3b39ec4358bc --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu1.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 266) + sampled 128/128 (steps this call: 264) +Average denoising rounds per sample: 265.00 +First sample preview: ' OI-electors appeared across inauguration audiences upon the course during a conference time often with sympathizers for' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp1.0_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu2.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..18e5af346329f0a5f796f3d6f7a3aab7383c0bd8 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu2.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 269) + sampled 128/128 (steps this call: 267) +Average denoising rounds per sample: 268.00 +First sample preview: ' had the most excruciating pain of this (LOVE ending, Tim)\n\nHELL, IT.\n\nNOBooly obvious ... I made diari, to the German e' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp1.0_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu3.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..fa84872d5c49b977b336e819aac8cc292bbf4937 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu3.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 266) + sampled 128/128 (steps this call: 266) +Average denoising rounds per sample: 266.00 +First sample preview: '\nHave he stopped running.\n\nMONBIAN STATE;\n\nDuring his early day still he started to get on a very soft track and only ru' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp1.0_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu4.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..c9eb2be0fb2ed63207d91c40b6b9d041b202e631 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu4.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 268) + sampled 128/128 (steps this call: 268) +Average denoising rounds per sample: 268.00 +First sample preview: ' and staff pilots durian-Day sent lightning thunder over area early NFL that had just had a plane to pick three men in p' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp1.0_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu5.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..be0e2dfe2418e923eaf756715c5a8ed5201a4589 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu5.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 269) + sampled 128/128 (steps this call: 263) +Average denoising rounds per sample: 266.00 +First sample preview: ' Just as in Ferguson: While America fired men for a pedestrian at lowest rate since 2011 (69% internally funded diplomat' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp1.0_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu6.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..7dc608815457eaf06f672a545f6cb0917c4a09ba --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu6.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 269) + sampled 128/128 (steps this call: 267) +Average denoising rounds per sample: 268.00 +First sample preview: '/Xonez,against Euna).Some are apparently disappointed that Radogun never won the “Battle of Mango” between two former St' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp1.0_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu7.log b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..e832071be66dcb912627c39fcbd2dc9cdffcce6d --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1.0_temp1.0_gpu7.log @@ -0,0 +1,50 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Loaded SAD checkpoint: outputs/sad_block_ar/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 64/128 (steps this call: 269) + sampled 128/128 (steps this call: 265) +Average denoising rounds per sample: 267.00 +First sample preview: ' glory plans to use its beach. Sep, 2016. York Surly - elbow deep\n\nThe Cathedral beach signage was repainted just over s' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 eval/block_ar_gen_ppl/diversity/pps4_lam1.0_temp1.0_gpu7.json diff --git a/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu0.log b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu0.log new file mode 100644 index 0000000000000000000000000000000000000000..1dde43abce33dd0c43e88d51dea37017d6bec306 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu0.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 270) +Average denoising rounds per sample: 270.00 +First sample preview: "ers: 'At Things You Didn't Learn I Was, World a Newsmaker,' Even in NorR Bundy (there's telling of the Violence in DePer" +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam1_temp1_gpu0.json diff --git a/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu1.log b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu1.log new file mode 100644 index 0000000000000000000000000000000000000000..072e2db585d1445c862363ac403d3cb13df53b35 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu1.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 268) +Average denoising rounds per sample: 268.00 +First sample preview: ' But maybe others appreciate about the way perception is more grounded than acceptable. Maybe you ever doubted her safet' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam1_temp1_gpu1.json diff --git a/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu2.log b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu2.log new file mode 100644 index 0000000000000000000000000000000000000000..33726e81a1e5534607fd58348a6c8c575f9881a5 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu2.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 271) +Average denoising rounds per sample: 271.00 +First sample preview: ' a public offering scnod-indigenous rights at an evangelical Achilles Chasted Seven self only Church in Edmonton.\n\nLiber' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam1_temp1_gpu2.json diff --git a/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu3.log b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu3.log new file mode 100644 index 0000000000000000000000000000000000000000..949fe75c234a0ac67550032a92cb49274d873a46 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu3.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 268) +Average denoising rounds per sample: 268.00 +First sample preview: "NASA's impressive vision of Mars as a cyber-future virtual reality for now's pretty laser arsenal-like, too. Dubbed the " +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam1_temp1_gpu3.json diff --git a/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu4.log b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu4.log new file mode 100644 index 0000000000000000000000000000000000000000..7f163f240f2d472b3ead83bcad62604ed3bac061 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu4.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 268) +Average denoising rounds per sample: 268.00 +First sample preview: '“No place is special…that I’d ever remember,” Farza said as he then proclaims his life and “… bloodstained streets Leone' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam1_temp1_gpu4.json diff --git a/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu5.log b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu5.log new file mode 100644 index 0000000000000000000000000000000000000000..559d43ef70599374ac0d811a2911122b263fcc06 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu5.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 269) +Average denoising rounds per sample: 269.00 +First sample preview: "'(Amendment) rights..... not because the shutdown vs shutdown those PD're run that's good but the narunkeys voted/No on " +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam1_temp1_gpu5.json diff --git a/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu6.log b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu6.log new file mode 100644 index 0000000000000000000000000000000000000000..fa6064201254c5a9e7c03aba88aace149c43bdd3 --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu6.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 269) +Average denoising rounds per sample: 269.00 +First sample preview: ' one would put us inside on stage and invade the venue to lay emotional exposure. I never heard of it "game much etc"(, ' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam1_temp1_gpu6.json diff --git a/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu7.log b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu7.log new file mode 100644 index 0000000000000000000000000000000000000000..98dc872c2a2d15cb798131c08513e879dd53fb1e --- /dev/null +++ b/eval/top3_latest_test/logs/pps4_lam1_temp1_gpu7.log @@ -0,0 +1,53 @@ +`torch_dtype` is deprecated! Use `dtype` instead! +Using config from checkpoint:/home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt +Loaded SAD checkpoint: /home/sunhc/diffusion/sad/outputs/sad_block_ar_b32_top3/latest.pt (step=500000) +level_lambdas = [1.0] +leaf_temperature = 1.0 +Generating 128 samples (L=512)... + sampled 128/128 (steps this call: 267) +Average denoising rounds per sample: 267.00 +First sample preview: '\nIn a blog post that ends his racing shorts, members of the Victims of Crime Coalition are set to Lance\n\nQuaid News staf' +Loading eval LM: /home/sunhc/diffusion/sad/models/gpt2-large +Loading eval tokenizer: /home/sunhc/diffusion/sad/models/gpt2-large + Loading weights: 0%| | 0/436 [00:00 /home/sunhc/diffusion/sad/eval/top3_latest_test/diversity/pps4_lam1_temp1_gpu7.json diff --git a/outputs/sad_block_ar_b32_h3_mixed/train_leafdirect_20260428_172304.log b/outputs/sad_block_ar_b32_h3_mixed/train_leafdirect_20260428_172304.log new file mode 100644 index 0000000000000000000000000000000000000000..4cbb5add38da19b211e60c55299ef435517864ae --- /dev/null +++ b/outputs/sad_block_ar_b32_h3_mixed/train_leafdirect_20260428_172304.log @@ -0,0 +1,126 @@ +nohup: ignoring input +W0428 17:23:05.874000 3904311 site-packages/torch/distributed/run.py:792] +W0428 17:23:05.874000 3904311 site-packages/torch/distributed/run.py:792] ***************************************** +W0428 17:23:05.874000 3904311 site-packages/torch/distributed/run.py:792] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +W0428 17:23:05.874000 3904311 site-packages/torch/distributed/run.py:792] ***************************************** +Device: cuda:0 world_size: 8 +[compile] torch.compile(mode='default') — first step will be slow +Model params: 170,276,864 +AncestorTable params: 129,024 +Token indices sequence length is longer than the specified maximum sequence length for this model (1764 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1048 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (3570 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (2952 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1279 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (3607 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1119 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1099 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (4351 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1227 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1584 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (2384 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1185 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1034 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1214 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1041 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (2059 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1541 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1366 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (3362 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (2001 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (2034 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (2171 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (6972 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (2804 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1475 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (3614 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1273 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (1315 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (2235 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (2133 > 1024). Running this sequence through the model will result in indexing errors +Token indices sequence length is longer than the specified maximum sequence length for this model (2585 > 1024). Running this sequence through the model will result in indexing errors +[rank1]:W0428 17:23:20.410000 3904380 site-packages/torch/_logging/_internal.py:1089] [0/0] Profiler function will be ignored +[rank7]:W0428 17:23:20.428000 3904386 site-packages/torch/_logging/_internal.py:1089] [0/0] Profiler function will be ignored +[rank4]:W0428 17:23:20.429000 3904383 site-packages/torch/_logging/_internal.py:1089] [0/0] Profiler function will be ignored +[rank6]:W0428 17:23:20.430000 3904385 site-packages/torch/_logging/_internal.py:1089] [0/0] Profiler function will be ignored +[rank2]:W0428 17:23:20.454000 3904381 site-packages/torch/_logging/_internal.py:1089] [0/0] Profiler function will be ignored +[rank3]:W0428 17:23:20.590000 3904382 site-packages/torch/_logging/_internal.py:1089] [0/0] Profiler function will be ignored +[rank5]:W0428 17:23:20.614000 3904384 site-packages/torch/_logging/_internal.py:1089] [0/0] Profiler function will be ignored +wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from /home/sunhc/.netrc. +wandb: Currently logged in as: 13815761302s (13815761302s-fudan-university-school-of-management) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin +wandb: setting up run yizklreh +wandb: Tracking run with wandb version 0.25.1 +wandb: Run data is saved locally in /home/sunhc/diffusion/sad/wandb/run-20260428_172322-yizklreh +wandb: Run `wandb offline` to turn off syncing. +wandb: Syncing run spring-grass-1 +wandb: ⭐️ View project at https://wandb.ai/13815761302s-fudan-university-school-of-management/sad_block_ar_b32_h3_mixed +wandb: 🚀 View run at https://wandb.ai/13815761302s-fudan-university-school-of-management/sad_block_ar_b32_h3_mixed/runs/yizklreh + block-ar training: 0%| | 0/500000 [00:00 will be ignored + block-ar training: 0%| | 0/500000 [00:39 + sys.exit(main()) + ^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 355, in wrapper + return f(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/run.py", line 918, in main + run(args) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/run.py", line 909, in run + elastic_launch( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/launcher/api.py", line 138, in __call__ + return launch_agent(self._config, self._entrypoint, list(args)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/launcher/api.py", line 260, in launch_agent + result = agent.run() + ^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/elastic/metrics/api.py", line 137, in wrapper + result = f(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/elastic/agent/server/api.py", line 720, in run + self._shutdown(e.sigval) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/elastic/agent/server/local_elastic_agent.py", line 372, in _shutdown + self._pcontext.close(death_sig) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 574, in close + self._stdout_tail.stop() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/elastic/multiprocessing/tail_log.py", line 137, in stop + for finished in self._finished_events.values(): + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 84, in _terminate_process_handler + raise SignalException(f"Process {os.getpid()} got signal: {sigval}", sigval=sigval) +torch.distributed.elastic.multiprocessing.api.SignalException: Process 3904311 got signal: 15 diff --git a/wandb/run-20260415_095629-gqezhajs/files/output.log b/wandb/run-20260415_095629-gqezhajs/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..e0c7daacbeeb238bd5b2439454eb4d1ab8814ae9 --- /dev/null +++ b/wandb/run-20260415_095629-gqezhajs/files/output.log @@ -0,0 +1,167 @@ +training: 20%|██████████████ | 2001/10000 [11:29<48:23, 2.75it/s, leaf=3.1314, lr=3.0e-04, sharp=0.5284] +step= 0 | total=10.8308 | leaf=10.8249 | sharp=0.5905 | balance=0.0000 | lr=0.00e+00 | t=0.9s +step= 100 | total=10.5295 | leaf=10.5236 | sharp=0.5883 | balance=0.0000 | lr=1.50e-05 | t=34.1s +step= 200 | total=8.3167 | leaf=8.3109 | sharp=0.5837 | balance=0.0000 | lr=3.00e-05 | t=34.2s +step= 300 | total=7.5187 | leaf=7.5128 | sharp=0.5855 | balance=0.0000 | lr=4.50e-05 | t=34.1s +step= 400 | total=7.1040 | leaf=7.0982 | sharp=0.5798 | balance=0.0000 | lr=6.00e-05 | t=34.2s +step= 500 | total=6.0825 | leaf=6.0768 | sharp=0.5697 | balance=0.0000 | lr=7.50e-05 | t=34.3s +step= 600 | total=5.2762 | leaf=5.2706 | sharp=0.5585 | balance=0.0000 | lr=9.00e-05 | t=34.3s +step= 700 | total=4.7797 | leaf=4.7743 | sharp=0.5454 | balance=0.0000 | lr=1.05e-04 | t=34.3s +step= 800 | total=4.1370 | leaf=4.1316 | sharp=0.5331 | balance=0.0000 | lr=1.20e-04 | t=34.3s +step= 900 | total=4.0465 | leaf=4.0411 | sharp=0.5478 | balance=0.0000 | lr=1.35e-04 | t=34.3s +step= 1000 | total=3.6476 | leaf=3.6422 | sharp=0.5383 | balance=0.0000 | lr=1.50e-04 | t=34.3s + + [Hierarchy @ step 1000] + L1 K=512 temp=0.060 avg_max=0.8160 cov90=1.9 cov85=1.7 cov80=1.5 cov75=1.4 cov70=1.3 cov65=1.3 cov60=1.2 cov50=1.1 + L2 K=64 temp=0.052 avg_max=0.9603 cov90=1.1 cov85=1.1 cov80=1.1 cov75=1.1 cov70=1.1 cov65=1.0 cov60=1.0 cov50=1.0 + L3 K=8 temp=0.035 avg_max=0.9952 cov90=1.0 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 1100 | total=3.6018 | leaf=3.5964 | sharp=0.5378 | balance=0.0000 | lr=1.65e-04 | t=37.5s +step= 1200 | total=3.5850 | leaf=3.5796 | sharp=0.5422 | balance=0.0000 | lr=1.80e-04 | t=34.3s +step= 1300 | total=3.5734 | leaf=3.5680 | sharp=0.5424 | balance=0.0000 | lr=1.95e-04 | t=34.3s +step= 1400 | total=3.2507 | leaf=3.2455 | sharp=0.5273 | balance=0.0000 | lr=2.10e-04 | t=34.3s +step= 1500 | total=3.2970 | leaf=3.2916 | sharp=0.5367 | balance=0.0000 | lr=2.25e-04 | t=34.3s +step= 1600 | total=3.1115 | leaf=3.1062 | sharp=0.5343 | balance=0.0000 | lr=2.40e-04 | t=34.3s +step= 1700 | total=3.2202 | leaf=3.2149 | sharp=0.5323 | balance=0.0000 | lr=2.55e-04 | t=34.3s +step= 1800 | total=3.0345 | leaf=3.0291 | sharp=0.5333 | balance=0.0000 | lr=2.70e-04 | t=34.3s +step= 1900 | total=3.0933 | leaf=3.0880 | sharp=0.5337 | balance=0.0000 | lr=2.85e-04 | t=34.3s +step= 2000 | total=3.1367 | leaf=3.1314 | sharp=0.5284 | balance=0.0012 | lr=3.00e-04 | t=34.4s + + [Hierarchy @ step 2000] + L1 K=512 temp=0.060 avg_max=0.8869 cov90=1.4 cov85=1.3 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + L2 K=64 temp=0.052 avg_max=0.9703 cov90=1.1 cov85=1.1 cov80=1.1 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + L3 K=8 temp=0.035 avg_max=0.9966 cov90=1.0 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 2100 | total=2.9552 | leaf=2.9499 | sharp=0.5274 | balance=0.0012 | lr=3.00e-04 | t=38.7s +step= 2200 | total=3.1577 | leaf=3.1524 | sharp=0.5244 | balance=0.0012 | lr=3.00e-04 | t=35.4s +step= 2300 | total=3.3667 | leaf=3.3614 | sharp=0.5293 | balance=0.0011 | lr=2.99e-04 | t=35.4s +step= 2400 | total=2.9360 | leaf=2.9307 | sharp=0.5298 | balance=0.0011 | lr=2.98e-04 | t=35.4s +step= 2500 | total=2.8205 | leaf=2.8153 | sharp=0.5209 | balance=0.0011 | lr=2.97e-04 | t=35.4s +step= 2600 | total=2.9137 | leaf=2.9085 | sharp=0.5251 | balance=0.0011 | lr=2.96e-04 | t=35.3s +step= 2700 | total=2.9028 | leaf=2.8976 | sharp=0.5245 | balance=0.0011 | lr=2.95e-04 | t=35.4s +step= 2800 | total=2.9296 | leaf=2.9243 | sharp=0.5239 | balance=0.0010 | lr=2.93e-04 | t=35.4s +step= 2900 | total=2.7720 | leaf=2.7668 | sharp=0.5218 | balance=0.0010 | lr=2.92e-04 | t=35.4s +step= 3000 | total=2.9334 | leaf=2.9281 | sharp=0.5283 | balance=0.0010 | lr=2.90e-04 | t=35.4s + + [Hierarchy @ step 3000] + L1 K=512 temp=0.070 avg_max=0.8714 cov90=1.5 cov85=1.4 cov80=1.3 cov75=1.3 cov70=1.2 cov65=1.2 cov60=1.1 cov50=1.0 + L2 K=64 temp=0.060 avg_max=0.9676 cov90=1.1 cov85=1.1 cov80=1.1 cov75=1.1 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + L3 K=8 temp=0.028 avg_max=0.9972 cov90=1.0 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 3100 | total=2.8143 | leaf=2.8092 | sharp=0.5151 | balance=0.0010 | lr=2.88e-04 | t=38.6s +step= 3200 | total=2.8354 | leaf=2.8302 | sharp=0.5184 | balance=0.0010 | lr=2.85e-04 | t=35.4s +step= 3300 | total=2.6697 | leaf=2.6646 | sharp=0.5174 | balance=0.0010 | lr=2.83e-04 | t=35.4s +step= 3400 | total=2.8158 | leaf=2.8106 | sharp=0.5234 | balance=0.0010 | lr=2.80e-04 | t=35.4s +step= 3500 | total=2.7796 | leaf=2.7743 | sharp=0.5243 | balance=0.0009 | lr=2.77e-04 | t=35.4s +step= 3600 | total=2.7084 | leaf=2.7031 | sharp=0.5218 | balance=0.0009 | lr=2.74e-04 | t=35.4s +step= 3700 | total=2.8519 | leaf=2.8467 | sharp=0.5144 | balance=0.0009 | lr=2.71e-04 | t=35.4s +step= 3800 | total=2.8217 | leaf=2.8165 | sharp=0.5155 | balance=0.0009 | lr=2.68e-04 | t=35.4s +step= 3900 | total=2.3941 | leaf=2.3890 | sharp=0.5092 | balance=0.0009 | lr=2.64e-04 | t=35.4s +step= 4000 | total=2.7202 | leaf=2.7150 | sharp=0.5161 | balance=0.0009 | lr=2.60e-04 | t=35.4s + + [Hierarchy @ step 4000] + L1 K=512 temp=0.063 avg_max=0.8830 cov90=1.5 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + L2 K=64 temp=0.079 avg_max=0.9558 cov90=1.1 cov85=1.1 cov80=1.1 cov75=1.1 cov70=1.1 cov65=1.0 cov60=1.0 cov50=1.0 + L3 K=8 temp=0.022 avg_max=0.9976 cov90=1.0 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 4100 | total=2.6068 | leaf=2.6016 | sharp=0.5129 | balance=0.0009 | lr=2.57e-04 | t=38.6s +step= 4200 | total=2.9618 | leaf=2.9566 | sharp=0.5124 | balance=0.0008 | lr=2.53e-04 | t=35.4s +step= 4300 | total=2.5305 | leaf=2.5254 | sharp=0.5128 | balance=0.0008 | lr=2.49e-04 | t=35.4s +step= 4400 | total=2.5931 | leaf=2.5879 | sharp=0.5118 | balance=0.0008 | lr=2.44e-04 | t=35.4s +step= 4500 | total=2.4806 | leaf=2.4755 | sharp=0.5099 | balance=0.0008 | lr=2.40e-04 | t=35.4s +step= 4600 | total=2.6001 | leaf=2.5950 | sharp=0.5022 | balance=0.0008 | lr=2.36e-04 | t=35.4s +step= 4700 | total=2.4595 | leaf=2.4544 | sharp=0.5053 | balance=0.0008 | lr=2.31e-04 | t=35.4s +step= 4800 | total=2.4894 | leaf=2.4844 | sharp=0.5036 | balance=0.0007 | lr=2.26e-04 | t=35.4s +step= 4900 | total=2.5565 | leaf=2.5514 | sharp=0.5025 | balance=0.0007 | lr=2.22e-04 | t=35.4s +step= 5000 | total=2.5227 | leaf=2.5177 | sharp=0.5041 | balance=0.0007 | lr=2.17e-04 | t=35.5s + + [Hierarchy @ step 5000] + L1 K=512 temp=0.050 avg_max=0.9061 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + L2 K=64 temp=0.084 avg_max=0.9529 cov90=1.2 cov85=1.1 cov80=1.1 cov75=1.1 cov70=1.1 cov65=1.0 cov60=1.0 cov50=1.0 + L3 K=8 temp=0.019 avg_max=0.9978 cov90=1.0 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + + VAL | loss_leaf=2.5952 | ancestor_entropy=0.5070 | loss_sharp=0.5070 | loss_total=2.6002 +step= 5100 | total=2.6415 | leaf=2.6364 | sharp=0.5034 | balance=0.0007 | lr=2.12e-04 | t=46.9s +step= 5200 | total=2.6523 | leaf=2.6472 | sharp=0.5101 | balance=0.0007 | lr=2.07e-04 | t=35.4s +step= 5300 | total=2.6818 | leaf=2.6767 | sharp=0.5094 | balance=0.0007 | lr=2.02e-04 | t=35.4s +step= 5400 | total=2.5262 | leaf=2.5212 | sharp=0.5012 | balance=0.0007 | lr=1.97e-04 | t=35.4s +step= 5500 | total=2.5441 | leaf=2.5391 | sharp=0.5019 | balance=0.0007 | lr=1.91e-04 | t=35.4s +step= 5600 | total=2.4306 | leaf=2.4255 | sharp=0.5117 | balance=0.0006 | lr=1.86e-04 | t=35.4s +step= 5700 | total=2.4953 | leaf=2.4903 | sharp=0.5022 | balance=0.0006 | lr=1.81e-04 | t=35.4s +step= 5800 | total=2.5501 | leaf=2.5451 | sharp=0.5014 | balance=0.0006 | lr=1.76e-04 | t=35.4s +step= 5900 | total=2.5558 | leaf=2.5508 | sharp=0.4978 | balance=0.0006 | lr=1.70e-04 | t=35.4s +step= 6000 | total=2.4611 | leaf=2.4561 | sharp=0.5023 | balance=0.0006 | lr=1.65e-04 | t=35.4s + + [Hierarchy @ step 6000] + L1 K=512 temp=0.041 avg_max=0.9222 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + L2 K=64 temp=0.072 avg_max=0.9599 cov90=1.1 cov85=1.1 cov80=1.1 cov75=1.1 cov70=1.1 cov65=1.0 cov60=1.0 cov50=1.0 + L3 K=8 temp=0.018 avg_max=0.9984 cov90=1.0 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 6100 | total=2.5600 | leaf=2.5550 | sharp=0.4930 | balance=0.0006 | lr=1.60e-04 | t=38.7s +step= 6200 | total=2.5922 | leaf=2.5872 | sharp=0.5017 | balance=0.0006 | lr=1.54e-04 | t=35.4s +step= 6300 | total=2.4763 | leaf=2.4713 | sharp=0.4952 | balance=0.0006 | lr=1.49e-04 | t=35.4s +step= 6400 | total=2.3466 | leaf=2.3417 | sharp=0.4924 | balance=0.0006 | lr=1.44e-04 | t=35.4s +step= 6500 | total=2.3335 | leaf=2.3285 | sharp=0.4982 | balance=0.0006 | lr=1.39e-04 | t=35.4s +step= 6600 | total=2.6122 | leaf=2.6071 | sharp=0.5037 | balance=0.0006 | lr=1.33e-04 | t=35.4s +step= 6700 | total=2.3603 | leaf=2.3554 | sharp=0.4964 | balance=0.0006 | lr=1.28e-04 | t=35.5s +step= 6800 | total=2.3980 | leaf=2.3931 | sharp=0.4920 | balance=0.0005 | lr=1.23e-04 | t=35.4s +step= 6900 | total=2.4078 | leaf=2.4028 | sharp=0.4938 | balance=0.0005 | lr=1.18e-04 | t=35.4s +step= 7000 | total=2.4269 | leaf=2.4220 | sharp=0.4916 | balance=0.0005 | lr=1.13e-04 | t=35.4s + + [Hierarchy @ step 7000] + L1 K=512 temp=0.035 avg_max=0.9338 cov90=1.2 cov85=1.2 cov80=1.1 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + L2 K=64 temp=0.069 avg_max=0.9622 cov90=1.1 cov85=1.1 cov80=1.1 cov75=1.1 cov70=1.1 cov65=1.0 cov60=1.0 cov50=1.0 + L3 K=8 temp=0.017 avg_max=0.9986 cov90=1.0 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 7100 | total=2.3652 | leaf=2.3603 | sharp=0.4921 | balance=0.0005 | lr=1.08e-04 | t=38.7s +step= 7200 | total=2.4313 | leaf=2.4263 | sharp=0.4996 | balance=0.0005 | lr=1.04e-04 | t=35.4s +step= 7300 | total=2.3777 | leaf=2.3728 | sharp=0.4965 | balance=0.0005 | lr=9.90e-05 | t=35.4s +step= 7400 | total=2.4631 | leaf=2.4582 | sharp=0.4947 | balance=0.0005 | lr=9.45e-05 | t=35.4s +step= 7500 | total=2.9467 | leaf=2.9416 | sharp=0.5089 | balance=0.0005 | lr=9.00e-05 | t=35.4s +step= 7600 | total=2.3195 | leaf=2.3145 | sharp=0.4946 | balance=0.0005 | lr=8.56e-05 | t=35.4s +step= 7700 | total=2.3841 | leaf=2.3792 | sharp=0.4920 | balance=0.0005 | lr=8.14e-05 | t=35.4s +step= 7800 | total=2.3815 | leaf=2.3766 | sharp=0.4900 | balance=0.0005 | lr=7.73e-05 | t=35.4s +step= 7900 | total=2.4770 | leaf=2.4720 | sharp=0.4960 | balance=0.0005 | lr=7.34e-05 | t=35.4s +step= 8000 | total=2.2581 | leaf=2.2533 | sharp=0.4827 | balance=0.0005 | lr=6.95e-05 | t=35.4s + + [Hierarchy @ step 8000] + L1 K=512 temp=0.033 avg_max=0.9376 cov90=1.2 cov85=1.2 cov80=1.1 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + L2 K=64 temp=0.063 avg_max=0.9662 cov90=1.1 cov85=1.1 cov80=1.1 cov75=1.1 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + L3 K=8 temp=0.015 avg_max=0.9987 cov90=1.0 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 8100 | total=2.2775 | leaf=2.2726 | sharp=0.4968 | balance=0.0005 | lr=6.59e-05 | t=38.7s + File "/home/sunhc/diffusion/sad/scripts/train.py", line 593, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 509, in main + nn.utils.clip_grad_norm_( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 34, in _no_grad_wrapper + return func(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 215, in clip_grad_norm_ + total_norm = _get_total_norm(grads, norm_type, error_if_nonfinite, foreach) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 34, in _no_grad_wrapper + return func(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 87, in _get_total_norm + norms.extend(torch._foreach_norm(device_tensors, norm_type)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 593, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 509, in main +[rank0]: nn.utils.clip_grad_norm_( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 34, in _no_grad_wrapper +[rank0]: return func(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 215, in clip_grad_norm_ +[rank0]: total_norm = _get_total_norm(grads, norm_type, error_if_nonfinite, foreach) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 34, in _no_grad_wrapper +[rank0]: return func(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 87, in _get_total_norm +[rank0]: norms.extend(torch._foreach_norm(device_tensors, norm_type)) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260415_095629-gqezhajs/logs/debug-core.log b/wandb/run-20260415_095629-gqezhajs/logs/debug-core.log new file mode 100644 index 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t=35.1s + + [Hierarchy @ step 7000] + L1 K=512 avg_max=0.0035 cov90=445.4 cov85=414.9 cov80=385.4 cov75=356.8 cov70=328.9 cov65=301.6 cov60=274.9 cov50=223.2 + L2 K=64 avg_max=0.6329 cov90=6.7 cov85=4.8 cov80=3.8 cov75=3.1 cov70=2.6 cov65=2.2 cov60=2.0 cov50=1.6 + L3 K=8 avg_max=0.8542 cov90=1.7 cov85=1.5 cov80=1.4 cov75=1.3 cov70=1.2 cov65=1.2 cov60=1.1 cov50=1.1 + +step= 7100 | total=2.5277 | leaf=2.5233 | sharp=0.4416 | balance=0.0008 | lr=2.98e-04 | t=38.3s +step= 7200 | total=2.5284 | leaf=2.5239 | sharp=0.4505 | balance=0.0008 | lr=2.98e-04 | t=35.2s +step= 7300 | total=2.5217 | leaf=2.5172 | sharp=0.4477 | balance=0.0008 | lr=2.98e-04 | t=35.2s +step= 7400 | total=2.5700 | leaf=2.5655 | sharp=0.4424 | balance=0.0009 | lr=2.98e-04 | t=35.1s +step= 7500 | total=3.0857 | leaf=3.0812 | sharp=0.4520 | balance=0.0009 | lr=2.98e-04 | t=35.1s +step= 7600 | total=2.4238 | leaf=2.4194 | sharp=0.4458 | balance=0.0009 | lr=2.98e-04 | t=35.1s +step= 7700 | total=2.5004 | leaf=2.4960 | sharp=0.4365 | balance=0.0009 | lr=2.98e-04 | t=35.1s +step= 7800 | total=2.4733 | leaf=2.4689 | sharp=0.4332 | balance=0.0009 | lr=2.98e-04 | t=35.1s +step= 7900 | total=2.5819 | leaf=2.5775 | sharp=0.4413 | balance=0.0009 | lr=2.98e-04 | t=35.1s +step= 8000 | total=2.3772 | leaf=2.3729 | sharp=0.4287 | balance=0.0009 | lr=2.98e-04 | t=35.1s + + [Hierarchy @ step 8000] + L1 K=512 avg_max=0.0036 cov90=444.3 cov85=413.5 cov80=383.8 cov75=355.0 cov70=326.9 cov65=299.5 cov60=272.8 cov50=221.1 + L2 K=64 avg_max=0.6514 cov90=6.1 cov85=4.4 cov80=3.5 cov75=2.9 cov70=2.4 cov65=2.1 cov60=1.9 cov50=1.5 + L3 K=8 avg_max=0.8590 cov90=1.7 cov85=1.5 cov80=1.4 cov75=1.3 cov70=1.2 cov65=1.2 cov60=1.1 cov50=1.1 + +step= 8100 | total=2.3992 | leaf=2.3948 | sharp=0.4443 | balance=0.0009 | lr=2.97e-04 | t=38.3s +step= 8200 | total=2.7018 | leaf=2.6975 | sharp=0.4321 | balance=0.0009 | lr=2.97e-04 | t=35.2s +step= 8300 | total=2.7454 | leaf=2.7411 | sharp=0.4309 | balance=0.0009 | lr=2.97e-04 | t=35.1s +step= 8400 | total=2.5538 | leaf=2.5494 | sharp=0.4427 | balance=0.0009 | lr=2.97e-04 | t=35.2s +step= 8500 | total=2.3620 | leaf=2.3577 | sharp=0.4298 | balance=0.0009 | lr=2.97e-04 | t=35.1s +step= 8600 | total=2.4512 | leaf=2.4468 | sharp=0.4358 | balance=0.0009 | lr=2.97e-04 | t=35.1s +step= 8700 | total=2.4897 | leaf=2.4854 | sharp=0.4345 | balance=0.0009 | lr=2.97e-04 | t=35.2s +step= 8800 | total=2.4208 | leaf=2.4165 | sharp=0.4307 | balance=0.0009 | lr=2.97e-04 | t=35.1s +step= 8900 | total=2.3800 | leaf=2.3757 | sharp=0.4320 | balance=0.0009 | lr=2.97e-04 | t=35.2s +step= 9000 | total=2.4215 | leaf=2.4171 | sharp=0.4343 | balance=0.0009 | lr=2.97e-04 | t=35.1s + + [Hierarchy @ step 9000] + L1 K=512 avg_max=0.0037 cov90=443.3 cov85=412.2 cov80=382.2 cov75=353.2 cov70=325.1 cov65=297.6 cov60=270.8 cov50=219.1 + L2 K=64 avg_max=0.6694 cov90=5.6 cov85=4.1 cov80=3.3 cov75=2.7 cov70=2.3 cov65=2.0 cov60=1.8 cov50=1.5 + L3 K=8 avg_max=0.8640 cov90=1.7 cov85=1.5 cov80=1.4 cov75=1.3 cov70=1.2 cov65=1.2 cov60=1.1 cov50=1.1 + +step= 9100 | total=2.4964 | leaf=2.4920 | sharp=0.4360 | balance=0.0009 | lr=2.97e-04 | t=38.3s +step= 9200 | total=2.3961 | leaf=2.3918 | sharp=0.4280 | balance=0.0009 | lr=2.96e-04 | t=35.1s +step= 9300 | total=2.5381 | leaf=2.5338 | sharp=0.4303 | balance=0.0009 | lr=2.96e-04 | t=35.1s +step= 9400 | total=2.4722 | leaf=2.4679 | sharp=0.4308 | balance=0.0009 | lr=2.96e-04 | t=35.2s +step= 9500 | total=2.3623 | leaf=2.3581 | sharp=0.4223 | balance=0.0009 | lr=2.96e-04 | t=35.1s +step= 9600 | total=2.4182 | leaf=2.4138 | sharp=0.4337 | balance=0.0009 | lr=2.96e-04 | t=35.1s +step= 9700 | total=2.3513 | leaf=2.3471 | sharp=0.4266 | balance=0.0009 | lr=2.96e-04 | t=35.2s +step= 9800 | total=2.6978 | leaf=2.6933 | sharp=0.4522 | balance=0.0009 | lr=2.96e-04 | t=35.2s +step= 9900 | total=2.3127 | leaf=2.3084 | sharp=0.4267 | balance=0.0009 | lr=2.96e-04 | t=35.2s +step= 10000 | total=2.4874 | leaf=2.4831 | sharp=0.4324 | balance=0.0009 | lr=2.96e-04 | t=35.2s + + [Hierarchy @ step 10000] + L1 K=512 avg_max=0.0038 cov90=442.3 cov85=410.9 cov80=380.8 cov75=351.6 cov70=323.3 cov65=295.8 cov60=269.0 cov50=217.3 + L2 K=64 avg_max=0.6838 cov90=5.2 cov85=3.9 cov80=3.1 cov75=2.6 cov70=2.2 cov65=1.9 cov60=1.7 cov50=1.4 + L3 K=8 avg_max=0.8686 cov90=1.6 cov85=1.4 cov80=1.3 cov75=1.3 cov70=1.2 cov65=1.2 cov60=1.1 cov50=1.1 + + VAL | loss_leaf=2.3646 | loss_sharp=0.4251 | loss_total=2.3688 + Saved checkpoint: outputs/sad_new/ckpt_10000.pt +step= 10100 | total=2.3270 | leaf=2.3227 | sharp=0.4279 | balance=0.0009 | lr=2.95e-04 | t=51.1s +step= 10200 | total=2.3226 | leaf=2.3184 | sharp=0.4228 | balance=0.0008 | lr=2.95e-04 | t=35.2s +step= 10300 | total=2.3577 | leaf=2.3535 | sharp=0.4218 | balance=0.0008 | lr=2.95e-04 | t=35.2s +step= 10400 | total=2.2706 | leaf=2.2663 | sharp=0.4242 | balance=0.0008 | lr=2.95e-04 | t=35.2s +step= 10500 | total=2.2469 | leaf=2.2427 | sharp=0.4204 | balance=0.0008 | lr=2.95e-04 | t=35.3s +step= 10600 | total=2.2974 | leaf=2.2932 | sharp=0.4221 | balance=0.0008 | lr=2.95e-04 | t=35.2s +step= 10700 | total=2.2843 | leaf=2.2800 | sharp=0.4216 | balance=0.0008 | lr=2.95e-04 | t=35.2s +step= 10800 | total=2.4795 | leaf=2.4753 | sharp=0.4194 | balance=0.0008 | lr=2.95e-04 | t=35.2s +step= 10900 | total=2.3008 | leaf=2.2966 | sharp=0.4198 | balance=0.0008 | lr=2.95e-04 | t=35.2s +step= 11000 | total=2.3118 | leaf=2.3076 | sharp=0.4188 | balance=0.0008 | lr=2.94e-04 | t=35.2s + + [Hierarchy @ step 11000] + L1 K=512 avg_max=0.0040 cov90=441.4 cov85=409.7 cov80=379.4 cov75=350.1 cov70=321.7 cov65=294.1 cov60=267.2 cov50=215.5 + L2 K=64 avg_max=0.6968 cov90=4.9 cov85=3.7 cov80=2.9 cov75=2.5 cov70=2.1 cov65=1.9 cov60=1.7 cov50=1.4 + L3 K=8 avg_max=0.8727 cov90=1.6 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.1 + +step= 11100 | total=2.4959 | leaf=2.4917 | sharp=0.4211 | balance=0.0008 | lr=2.94e-04 | t=38.3s +step= 11200 | total=2.3796 | leaf=2.3754 | sharp=0.4196 | balance=0.0008 | lr=2.94e-04 | t=35.1s +step= 11300 | total=2.3088 | leaf=2.3047 | sharp=0.4170 | balance=0.0008 | lr=2.94e-04 | t=35.1s +step= 11400 | total=2.3490 | leaf=2.3448 | sharp=0.4175 | balance=0.0008 | lr=2.94e-04 | t=35.1s +step= 11500 | total=2.1652 | leaf=2.1610 | sharp=0.4191 | balance=0.0008 | lr=2.94e-04 | t=35.2s +step= 11600 | total=2.3376 | leaf=2.3334 | sharp=0.4206 | balance=0.0008 | lr=2.94e-04 | t=35.1s +step= 11700 | total=2.3823 | leaf=2.3781 | sharp=0.4230 | balance=0.0008 | lr=2.94e-04 | t=35.1s +step= 11800 | total=2.2520 | leaf=2.2478 | sharp=0.4196 | balance=0.0008 | lr=2.93e-04 | t=35.1s +step= 11900 | total=2.3691 | leaf=2.3650 | sharp=0.4169 | balance=0.0008 | lr=2.93e-04 | t=35.2s +step= 12000 | total=2.3540 | leaf=2.3498 | sharp=0.4198 | balance=0.0008 | lr=2.93e-04 | t=35.1s + + [Hierarchy @ step 12000] + L1 K=512 avg_max=0.0041 cov90=440.5 cov85=408.6 cov80=378.1 cov75=348.7 cov70=320.1 cov65=292.5 cov60=265.6 cov50=213.9 + L2 K=64 avg_max=0.7079 cov90=4.6 cov85=3.5 cov80=2.8 cov75=2.4 cov70=2.1 cov65=1.8 cov60=1.7 cov50=1.4 + L3 K=8 avg_max=0.8758 cov90=1.6 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.1 + +step= 12100 | total=2.3038 | leaf=2.2997 | sharp=0.4106 | balance=0.0008 | lr=2.93e-04 | t=38.3s +step= 12200 | total=2.3598 | leaf=2.3556 | sharp=0.4170 | balance=0.0008 | lr=2.93e-04 | t=35.2s +step= 12300 | total=2.4042 | leaf=2.4001 | sharp=0.4139 | balance=0.0008 | lr=2.93e-04 | t=35.2s +step= 12400 | total=2.2719 | leaf=2.2678 | sharp=0.4107 | balance=0.0008 | lr=2.93e-04 | t=35.2s +step= 12500 | total=2.0497 | leaf=2.0456 | sharp=0.4132 | balance=0.0008 | lr=2.92e-04 | t=35.1s +step= 12600 | total=2.3944 | leaf=2.3901 | sharp=0.4209 | balance=0.0008 | lr=2.92e-04 | t=35.2s +step= 12700 | total=2.3002 | leaf=2.2961 | sharp=0.4057 | balance=0.0008 | lr=2.92e-04 | t=35.1s +step= 12800 | total=2.2072 | leaf=2.2031 | sharp=0.4098 | balance=0.0008 | lr=2.92e-04 | t=35.2s +step= 12900 | total=2.1274 | leaf=2.1233 | sharp=0.4176 | balance=0.0008 | lr=2.92e-04 | t=35.2s +step= 13000 | total=2.3396 | leaf=2.3355 | sharp=0.4089 | balance=0.0008 | lr=2.92e-04 | t=35.2s + + [Hierarchy @ step 13000] + L1 K=512 avg_max=0.0042 cov90=439.6 cov85=407.5 cov80=376.8 cov75=347.2 cov70=318.7 cov65=290.9 cov60=264.0 cov50=212.3 + L2 K=64 avg_max=0.7173 cov90=4.4 cov85=3.3 cov80=2.7 cov75=2.3 cov70=2.0 cov65=1.8 cov60=1.6 cov50=1.4 + L3 K=8 avg_max=0.8786 cov90=1.6 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.1 + +step= 13100 | total=2.2530 | leaf=2.2488 | sharp=0.4138 | balance=0.0008 | lr=2.92e-04 | t=38.3s +step= 13200 | total=2.2736 | leaf=2.2695 | sharp=0.4129 | balance=0.0008 | lr=2.91e-04 | t=35.1s +step= 13300 | total=2.2174 | leaf=2.2133 | sharp=0.4074 | balance=0.0008 | lr=2.91e-04 | t=35.2s +step= 13400 | total=2.2455 | leaf=2.2414 | sharp=0.4017 | balance=0.0008 | lr=2.91e-04 | t=35.2s +step= 13500 | total=2.1967 | leaf=2.1926 | sharp=0.4092 | balance=0.0008 | lr=2.91e-04 | t=35.1s +step= 13600 | total=2.4044 | leaf=2.4004 | sharp=0.4052 | balance=0.0008 | lr=2.91e-04 | t=35.1s +step= 13700 | total=2.2587 | leaf=2.2546 | sharp=0.4111 | balance=0.0007 | lr=2.91e-04 | t=35.1s +step= 13800 | total=2.1673 | leaf=2.1631 | sharp=0.4143 | balance=0.0007 | lr=2.90e-04 | t=35.1s +step= 13900 | total=2.2504 | leaf=2.2463 | sharp=0.4092 | balance=0.0007 | lr=2.90e-04 | t=35.1s +step= 14000 | total=2.3561 | leaf=2.3520 | sharp=0.4106 | balance=0.0007 | lr=2.90e-04 | t=35.1s + + [Hierarchy @ step 14000] + L1 K=512 avg_max=0.0043 cov90=438.8 cov85=406.5 cov80=375.6 cov75=345.9 cov70=317.2 cov65=289.4 cov60=262.5 cov50=210.8 + L2 K=64 avg_max=0.7271 cov90=4.2 cov85=3.2 cov80=2.6 cov75=2.2 cov70=2.0 cov65=1.7 cov60=1.6 cov50=1.3 + L3 K=8 avg_max=0.8806 cov90=1.6 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.1 + +step= 14100 | total=2.4059 | leaf=2.4019 | sharp=0.4025 | balance=0.0007 | lr=2.90e-04 | t=38.3s +step= 14200 | total=2.2169 | leaf=2.2128 | sharp=0.4060 | balance=0.0007 | lr=2.90e-04 | t=35.1s +step= 14300 | total=2.2616 | leaf=2.2576 | sharp=0.4069 | balance=0.0007 | lr=2.90e-04 | t=35.1s +step= 14400 | total=2.2554 | leaf=2.2514 | sharp=0.4022 | balance=0.0007 | lr=2.89e-04 | t=35.1s +step= 14500 | total=2.2506 | leaf=2.2465 | sharp=0.4086 | balance=0.0007 | lr=2.89e-04 | t=35.1s +step= 14600 | total=2.4195 | leaf=2.4154 | sharp=0.4026 | balance=0.0007 | lr=2.89e-04 | t=35.1s +step= 14700 | total=2.1262 | leaf=2.1221 | sharp=0.4104 | balance=0.0007 | lr=2.89e-04 | t=35.1s +step= 14800 | total=2.2815 | leaf=2.2775 | sharp=0.4020 | balance=0.0007 | lr=2.89e-04 | t=35.1s +step= 14900 | total=2.2229 | leaf=2.2188 | sharp=0.4088 | balance=0.0007 | lr=2.89e-04 | t=35.1s +step= 15000 | total=2.1974 | leaf=2.1934 | sharp=0.3986 | balance=0.0007 | lr=2.88e-04 | t=35.1s + + [Hierarchy @ step 15000] + L1 K=512 avg_max=0.0044 cov90=438.0 cov85=405.4 cov80=374.4 cov75=344.6 cov70=315.8 cov65=288.0 cov60=261.0 cov50=209.3 + L2 K=64 avg_max=0.7343 cov90=4.1 cov85=3.1 cov80=2.5 cov75=2.2 cov70=1.9 cov65=1.7 cov60=1.6 cov50=1.3 + L3 K=8 avg_max=0.8837 cov90=1.5 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.1 + + VAL | loss_leaf=2.2056 | loss_sharp=0.4018 | loss_total=2.2096 +step= 15100 | total=2.1403 | leaf=2.1363 | sharp=0.4020 | balance=0.0007 | lr=2.88e-04 | t=46.6s +step= 15200 | total=2.1625 | leaf=2.1585 | sharp=0.3981 | balance=0.0007 | lr=2.88e-04 | t=35.1s +step= 15300 | total=2.2378 | leaf=2.2338 | sharp=0.4022 | balance=0.0007 | lr=2.88e-04 | t=35.1s +step= 15400 | total=2.2296 | leaf=2.2256 | sharp=0.4022 | balance=0.0007 | lr=2.88e-04 | t=35.1s +step= 15500 | total=2.1314 | leaf=2.1274 | sharp=0.4018 | balance=0.0007 | lr=2.88e-04 | t=35.1s +step= 15600 | total=2.2179 | leaf=2.2139 | sharp=0.3950 | balance=0.0007 | lr=2.87e-04 | t=35.1s +step= 15700 | total=2.3144 | leaf=2.3104 | sharp=0.4017 | balance=0.0007 | lr=2.87e-04 | t=35.1s +step= 15800 | total=2.1944 | leaf=2.1904 | sharp=0.4020 | balance=0.0007 | lr=2.87e-04 | t=35.1s +step= 15900 | total=2.1951 | leaf=2.1912 | sharp=0.3957 | balance=0.0007 | lr=2.87e-04 | t=35.1s +step= 16000 | total=2.0936 | leaf=2.0895 | sharp=0.4077 | balance=0.0007 | lr=2.87e-04 | t=35.1s + + [Hierarchy @ step 16000] + L1 K=512 avg_max=0.0046 cov90=437.2 cov85=404.4 cov80=373.2 cov75=343.3 cov70=314.4 cov65=286.5 cov60=259.5 cov50=207.9 + L2 K=64 avg_max=0.7416 cov90=3.9 cov85=3.0 cov80=2.5 cov75=2.1 cov70=1.9 cov65=1.7 cov60=1.5 cov50=1.3 + L3 K=8 avg_max=0.8858 cov90=1.5 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 16100 | total=2.2057 | leaf=2.2017 | sharp=0.4045 | balance=0.0007 | lr=2.86e-04 | t=38.3s +step= 16200 | total=2.2541 | leaf=2.2501 | sharp=0.4005 | balance=0.0007 | lr=2.86e-04 | t=35.1s +step= 16300 | total=2.4057 | leaf=2.4017 | sharp=0.3995 | balance=0.0007 | lr=2.86e-04 | t=35.2s +step= 16400 | total=2.1268 | leaf=2.1228 | sharp=0.4037 | balance=0.0007 | lr=2.86e-04 | t=35.1s +step= 16500 | total=2.1905 | leaf=2.1864 | sharp=0.4019 | balance=0.0007 | lr=2.86e-04 | t=35.1s +step= 16600 | total=2.2971 | leaf=2.2931 | sharp=0.3980 | balance=0.0006 | lr=2.85e-04 | t=35.1s +step= 16700 | total=2.2481 | leaf=2.2441 | sharp=0.3989 | balance=0.0006 | lr=2.85e-04 | t=35.1s +step= 16800 | total=2.2051 | leaf=2.2011 | sharp=0.4044 | balance=0.0006 | lr=2.85e-04 | t=35.1s +step= 16900 | total=2.2697 | leaf=2.2658 | sharp=0.3975 | balance=0.0006 | lr=2.85e-04 | t=35.1s +step= 17000 | total=2.0442 | leaf=2.0403 | sharp=0.3949 | balance=0.0006 | lr=2.85e-04 | t=35.1s + + [Hierarchy @ step 17000] + L1 K=512 avg_max=0.0047 cov90=436.5 cov85=403.5 cov80=372.1 cov75=342.1 cov70=313.1 cov65=285.2 cov60=258.1 cov50=206.5 + L2 K=64 avg_max=0.7474 cov90=3.8 cov85=2.9 cov80=2.4 cov75=2.1 cov70=1.8 cov65=1.7 cov60=1.5 cov50=1.3 + L3 K=8 avg_max=0.8876 cov90=1.5 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 17100 | total=2.1749 | leaf=2.1710 | sharp=0.3963 | balance=0.0006 | lr=2.84e-04 | t=38.3s +step= 17200 | total=2.1329 | leaf=2.1290 | sharp=0.3927 | balance=0.0006 | lr=2.84e-04 | t=35.2s +step= 17300 | total=2.2050 | leaf=2.2010 | sharp=0.3963 | balance=0.0006 | lr=2.84e-04 | t=35.1s +step= 17400 | total=2.2602 | leaf=2.2562 | sharp=0.3984 | balance=0.0006 | lr=2.84e-04 | t=35.1s +step= 17500 | total=2.0641 | leaf=2.0602 | sharp=0.3941 | balance=0.0006 | lr=2.84e-04 | t=35.1s +step= 17600 | total=2.2108 | leaf=2.2068 | sharp=0.3999 | balance=0.0006 | lr=2.83e-04 | t=35.1s +step= 17700 | total=2.2446 | leaf=2.2406 | sharp=0.3959 | balance=0.0006 | lr=2.83e-04 | t=35.1s +step= 17800 | total=2.0916 | leaf=2.0877 | sharp=0.3899 | balance=0.0006 | lr=2.83e-04 | t=35.1s +step= 17900 | total=2.2273 | leaf=2.2233 | sharp=0.3962 | balance=0.0006 | lr=2.83e-04 | t=35.1s +step= 18000 | total=2.1503 | leaf=2.1463 | sharp=0.3997 | balance=0.0006 | lr=2.83e-04 | t=35.1s + + [Hierarchy @ step 18000] + L1 K=512 avg_max=0.0048 cov90=435.7 cov85=402.5 cov80=371.0 cov75=340.9 cov70=311.9 cov65=283.9 cov60=256.8 cov50=205.2 + L2 K=64 avg_max=0.7535 cov90=3.7 cov85=2.8 cov80=2.4 cov75=2.0 cov70=1.8 cov65=1.6 cov60=1.5 cov50=1.3 + L3 K=8 avg_max=0.8897 cov90=1.5 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 18100 | total=2.2422 | leaf=2.2382 | sharp=0.3957 | balance=0.0006 | lr=2.82e-04 | t=38.3s +step= 18200 | total=2.2844 | leaf=2.2805 | sharp=0.3920 | balance=0.0006 | lr=2.82e-04 | t=35.1s +step= 18300 | total=2.2022 | leaf=2.1982 | sharp=0.3959 | balance=0.0006 | lr=2.82e-04 | t=35.1s +step= 18400 | total=2.2436 | leaf=2.2398 | sharp=0.3897 | balance=0.0006 | lr=2.82e-04 | t=35.1s +step= 18500 | total=1.9683 | leaf=1.9643 | sharp=0.3979 | balance=0.0006 | lr=2.82e-04 | t=35.1s +step= 18600 | total=2.1711 | leaf=2.1671 | sharp=0.3991 | balance=0.0006 | lr=2.81e-04 | t=35.1s +step= 18700 | total=2.1211 | leaf=2.1172 | sharp=0.3909 | balance=0.0006 | lr=2.81e-04 | t=35.1s +step= 18800 | total=2.0890 | leaf=2.0851 | sharp=0.3885 | balance=0.0006 | lr=2.81e-04 | t=35.1s +step= 18900 | total=2.0233 | leaf=2.0193 | sharp=0.3946 | balance=0.0006 | lr=2.81e-04 | t=35.1s +step= 19000 | total=2.1847 | leaf=2.1807 | sharp=0.3930 | balance=0.0006 | lr=2.80e-04 | t=35.1s + + [Hierarchy @ step 19000] + L1 K=512 avg_max=0.0049 cov90=435.0 cov85=401.6 cov80=370.0 cov75=339.7 cov70=310.6 cov65=282.6 cov60=255.5 cov50=204.0 + L2 K=64 avg_max=0.7601 cov90=3.6 cov85=2.8 cov80=2.3 cov75=2.0 cov70=1.8 cov65=1.6 cov60=1.5 cov50=1.3 + L3 K=8 avg_max=0.8917 cov90=1.5 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 19100 | total=2.1396 | leaf=2.1357 | sharp=0.3934 | balance=0.0006 | lr=2.80e-04 | t=38.3s +step= 19200 | total=2.0388 | leaf=2.0349 | sharp=0.3909 | balance=0.0006 | lr=2.80e-04 | t=35.1s +step= 19300 | total=2.1099 | leaf=2.1059 | sharp=0.3930 | balance=0.0006 | lr=2.80e-04 | t=35.1s +step= 19400 | total=2.1058 | leaf=2.1019 | sharp=0.3898 | balance=0.0006 | lr=2.80e-04 | t=35.1s +step= 19500 | total=2.2506 | leaf=2.2467 | sharp=0.3946 | balance=0.0005 | lr=2.79e-04 | t=35.1s +step= 19600 | total=2.1146 | leaf=2.1107 | sharp=0.3947 | balance=0.0005 | lr=2.79e-04 | t=35.2s +step= 19700 | total=2.1628 | leaf=2.1589 | sharp=0.3966 | balance=0.0005 | lr=2.79e-04 | t=35.1s +step= 19800 | total=2.0974 | leaf=2.0936 | sharp=0.3888 | balance=0.0005 | lr=2.79e-04 | t=35.2s +step= 19900 | total=2.1326 | leaf=2.1287 | sharp=0.3918 | balance=0.0005 | lr=2.78e-04 | t=35.1s +step= 20000 | total=2.1424 | leaf=2.1385 | sharp=0.3875 | balance=0.0005 | lr=2.78e-04 | t=35.1s + + [Hierarchy @ step 20000] + L1 K=512 avg_max=0.0050 cov90=434.3 cov85=400.7 cov80=368.9 cov75=338.6 cov70=309.5 cov65=281.4 cov60=254.3 cov50=202.8 + L2 K=64 avg_max=0.7654 cov90=3.5 cov85=2.7 cov80=2.3 cov75=2.0 cov70=1.8 cov65=1.6 cov60=1.5 cov50=1.3 + L3 K=8 avg_max=0.8933 cov90=1.5 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=2.1024 | loss_sharp=0.3913 | loss_total=2.1063 + Saved checkpoint: outputs/sad_new/ckpt_20000.pt +step= 20100 | total=2.0154 | leaf=2.0115 | sharp=0.3930 | balance=0.0005 | lr=2.78e-04 | t=55.5s +step= 20200 | total=2.2447 | leaf=2.2408 | sharp=0.3895 | balance=0.0005 | lr=2.78e-04 | t=35.1s +step= 20300 | total=2.0637 | leaf=2.0598 | sharp=0.3897 | balance=0.0005 | lr=2.77e-04 | t=35.1s +step= 20400 | total=1.9747 | leaf=1.9708 | sharp=0.3882 | balance=0.0005 | lr=2.77e-04 | t=35.1s +step= 20500 | total=2.7229 | leaf=2.7190 | sharp=0.3929 | balance=0.0005 | lr=2.77e-04 | t=35.1s +step= 20600 | total=2.0799 | leaf=2.0760 | sharp=0.3944 | balance=0.0005 | lr=2.77e-04 | t=35.1s +step= 20700 | total=2.0925 | leaf=2.0886 | sharp=0.3935 | balance=0.0005 | lr=2.76e-04 | t=35.1s +step= 20800 | total=2.0135 | leaf=2.0096 | sharp=0.3921 | balance=0.0005 | lr=2.76e-04 | t=35.1s +step= 20900 | total=2.0043 | leaf=2.0004 | sharp=0.3837 | balance=0.0005 | lr=2.76e-04 | t=35.1s +step= 21000 | total=2.0528 | leaf=2.0490 | sharp=0.3856 | balance=0.0005 | lr=2.76e-04 | t=35.1s + + [Hierarchy @ step 21000] + L1 K=512 avg_max=0.0052 cov90=433.6 cov85=399.9 cov80=368.0 cov75=337.5 cov70=308.3 cov65=280.2 cov60=253.1 cov50=201.6 + L2 K=64 avg_max=0.7700 cov90=3.4 cov85=2.6 cov80=2.2 cov75=1.9 cov70=1.7 cov65=1.6 cov60=1.4 cov50=1.3 + L3 K=8 avg_max=0.8941 cov90=1.5 cov85=1.3 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 21100 | total=2.0048 | leaf=2.0009 | sharp=0.3898 | balance=0.0005 | lr=2.75e-04 | t=38.4s +step= 21200 | total=1.9729 | leaf=1.9691 | sharp=0.3842 | balance=0.0005 | lr=2.75e-04 | t=35.1s +step= 21300 | total=2.0031 | leaf=1.9992 | sharp=0.3909 | balance=0.0005 | lr=2.75e-04 | t=35.2s +step= 21400 | total=2.0933 | leaf=2.0893 | sharp=0.3939 | balance=0.0005 | lr=2.75e-04 | t=35.1s +step= 21500 | total=2.1116 | leaf=2.1078 | sharp=0.3845 | balance=0.0005 | lr=2.74e-04 | t=35.1s +step= 21600 | total=2.0517 | leaf=2.0478 | sharp=0.3816 | balance=0.0005 | lr=2.74e-04 | t=35.1s +step= 21700 | total=2.1642 | leaf=2.1604 | sharp=0.3853 | balance=0.0005 | lr=2.74e-04 | t=35.1s +step= 21800 | total=2.8334 | leaf=2.8295 | sharp=0.3916 | balance=0.0005 | lr=2.74e-04 | t=35.1s +step= 21900 | total=2.0499 | leaf=2.0461 | sharp=0.3819 | balance=0.0005 | lr=2.73e-04 | t=35.1s +step= 22000 | total=1.9947 | leaf=1.9909 | sharp=0.3836 | balance=0.0005 | lr=2.73e-04 | t=35.1s + + [Hierarchy @ step 22000] + L1 K=512 avg_max=0.0053 cov90=433.0 cov85=399.0 cov80=367.0 cov75=336.5 cov70=307.2 cov65=279.1 cov60=252.0 cov50=200.5 + L2 K=64 avg_max=0.7737 cov90=3.3 cov85=2.6 cov80=2.2 cov75=1.9 cov70=1.7 cov65=1.6 cov60=1.4 cov50=1.3 + L3 K=8 avg_max=0.8955 cov90=1.5 cov85=1.3 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 22100 | total=1.9472 | leaf=1.9433 | sharp=0.3921 | balance=0.0005 | lr=2.73e-04 | t=38.3s +step= 22200 | total=2.1103 | leaf=2.1064 | sharp=0.3847 | balance=0.0005 | lr=2.73e-04 | t=35.1s +step= 22300 | total=2.0279 | leaf=2.0241 | sharp=0.3880 | balance=0.0005 | lr=2.72e-04 | t=35.1s +step= 22400 | total=2.1087 | leaf=2.1048 | sharp=0.3870 | balance=0.0005 | lr=2.72e-04 | t=35.2s +step= 22500 | total=2.0650 | leaf=2.0611 | sharp=0.3879 | balance=0.0005 | lr=2.72e-04 | t=35.1s +step= 22600 | total=2.0943 | leaf=2.0904 | sharp=0.3906 | balance=0.0005 | lr=2.72e-04 | t=35.1s +step= 22700 | total=2.1879 | leaf=2.1841 | sharp=0.3819 | balance=0.0005 | lr=2.71e-04 | t=35.1s +step= 22800 | total=2.2226 | leaf=2.2187 | sharp=0.3901 | balance=0.0005 | lr=2.71e-04 | t=35.1s +step= 22900 | total=2.1892 | leaf=2.1853 | sharp=0.3933 | balance=0.0004 | lr=2.71e-04 | t=35.1s +step= 23000 | total=2.0306 | leaf=2.0267 | sharp=0.3837 | balance=0.0004 | lr=2.71e-04 | t=35.1s + + [Hierarchy @ step 23000] + L1 K=512 avg_max=0.0054 cov90=432.3 cov85=398.2 cov80=366.1 cov75=335.5 cov70=306.1 cov65=278.0 cov60=250.8 cov50=199.4 + L2 K=64 avg_max=0.7781 cov90=3.2 cov85=2.6 cov80=2.2 cov75=1.9 cov70=1.7 cov65=1.5 cov60=1.4 cov50=1.3 + L3 K=8 avg_max=0.8968 cov90=1.5 cov85=1.3 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 23100 | total=2.0783 | leaf=2.0744 | sharp=0.3920 | balance=0.0004 | lr=2.70e-04 | t=38.3s +step= 23200 | total=2.0172 | leaf=2.0134 | sharp=0.3820 | balance=0.0004 | lr=2.70e-04 | t=35.1s +step= 23300 | total=1.9940 | leaf=1.9902 | sharp=0.3771 | balance=0.0004 | lr=2.70e-04 | t=35.2s +step= 23400 | total=2.2082 | leaf=2.2044 | sharp=0.3856 | balance=0.0004 | lr=2.69e-04 | t=35.2s +step= 23500 | total=2.1596 | leaf=2.1556 | sharp=0.3926 | balance=0.0004 | lr=2.69e-04 | t=35.2s +step= 23600 | total=2.1552 | leaf=2.1513 | sharp=0.3906 | balance=0.0004 | lr=2.69e-04 | t=35.1s +step= 23700 | total=2.0316 | leaf=2.0277 | sharp=0.3820 | balance=0.0004 | lr=2.69e-04 | t=35.1s +step= 23800 | total=2.0337 | leaf=2.0298 | sharp=0.3829 | balance=0.0004 | lr=2.68e-04 | t=35.1s +step= 23900 | total=2.0562 | leaf=2.0523 | sharp=0.3840 | balance=0.0004 | lr=2.68e-04 | t=35.2s +step= 24000 | total=1.9121 | leaf=1.9083 | sharp=0.3841 | balance=0.0004 | lr=2.68e-04 | t=35.1s + + [Hierarchy @ step 24000] + L1 K=512 avg_max=0.0055 cov90=431.7 cov85=397.4 cov80=365.2 cov75=334.5 cov70=305.1 cov65=276.9 cov60=249.7 cov50=198.4 + L2 K=64 avg_max=0.7827 cov90=3.2 cov85=2.5 cov80=2.1 cov75=1.9 cov70=1.7 cov65=1.5 cov60=1.4 cov50=1.2 + L3 K=8 avg_max=0.8981 cov90=1.5 cov85=1.3 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 24100 | total=2.1859 | leaf=2.1820 | sharp=0.3841 | balance=0.0004 | lr=2.68e-04 | t=38.3s +step= 24200 | total=2.0568 | leaf=2.0529 | sharp=0.3855 | balance=0.0004 | lr=2.67e-04 | t=35.2s +step= 24300 | total=2.0698 | leaf=2.0659 | sharp=0.3817 | balance=0.0004 | lr=2.67e-04 | t=35.1s +step= 24400 | total=2.2951 | leaf=2.2912 | sharp=0.3824 | balance=0.0004 | lr=2.67e-04 | t=35.1s +step= 24500 | total=2.1070 | leaf=2.1032 | sharp=0.3820 | balance=0.0004 | lr=2.66e-04 | t=35.1s +step= 24600 | total=2.1285 | leaf=2.1248 | sharp=0.3757 | balance=0.0004 | lr=2.66e-04 | t=35.1s +step= 24700 | total=1.9160 | leaf=1.9122 | sharp=0.3781 | balance=0.0004 | lr=2.66e-04 | t=35.1s +step= 24800 | total=2.1409 | leaf=2.1371 | sharp=0.3833 | balance=0.0004 | lr=2.66e-04 | t=35.1s +step= 24900 | total=2.0665 | leaf=2.0628 | sharp=0.3751 | balance=0.0004 | lr=2.65e-04 | t=35.1s +step= 25000 | total=1.9716 | leaf=1.9678 | sharp=0.3789 | balance=0.0004 | lr=2.65e-04 | t=35.1s + + [Hierarchy @ step 25000] + L1 K=512 avg_max=0.0056 cov90=431.1 cov85=396.7 cov80=364.3 cov75=333.5 cov70=304.1 cov65=275.9 cov60=248.7 cov50=197.4 + L2 K=64 avg_max=0.7858 cov90=3.1 cov85=2.5 cov80=2.1 cov75=1.8 cov70=1.7 cov65=1.5 cov60=1.4 cov50=1.2 + L3 K=8 avg_max=0.8993 cov90=1.5 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=2.0418 | loss_sharp=0.3820 | loss_total=2.0457 +step= 25100 | total=2.1151 | leaf=2.1112 | sharp=0.3825 | balance=0.0004 | lr=2.65e-04 | t=46.6s +step= 25200 | total=2.0603 | leaf=2.0565 | sharp=0.3805 | balance=0.0004 | lr=2.64e-04 | t=35.1s +step= 25300 | total=2.1885 | leaf=2.1846 | sharp=0.3823 | balance=0.0004 | lr=2.64e-04 | t=35.1s +step= 25400 | total=1.9966 | leaf=1.9929 | sharp=0.3767 | balance=0.0004 | lr=2.64e-04 | t=35.1s +step= 25500 | total=1.9679 | leaf=1.9641 | sharp=0.3778 | balance=0.0004 | lr=2.63e-04 | t=35.1s +step= 25600 | total=2.1017 | leaf=2.0979 | sharp=0.3809 | balance=0.0004 | lr=2.63e-04 | t=35.1s +step= 25700 | total=1.8724 | leaf=1.8687 | sharp=0.3756 | balance=0.0004 | lr=2.63e-04 | t=35.1s +step= 25800 | total=2.1801 | leaf=2.1763 | sharp=0.3762 | balance=0.0004 | lr=2.63e-04 | t=35.1s +step= 25900 | total=2.0930 | leaf=2.0891 | sharp=0.3855 | balance=0.0004 | lr=2.62e-04 | t=35.1s +step= 26000 | total=2.0773 | leaf=2.0735 | sharp=0.3778 | balance=0.0004 | lr=2.62e-04 | t=35.1s + + [Hierarchy @ step 26000] + L1 K=512 avg_max=0.0057 cov90=430.5 cov85=396.0 cov80=363.5 cov75=332.6 cov70=303.2 cov65=274.9 cov60=247.7 cov50=196.4 + L2 K=64 avg_max=0.7895 cov90=3.1 cov85=2.4 cov80=2.1 cov75=1.8 cov70=1.6 cov65=1.5 cov60=1.4 cov50=1.2 + L3 K=8 avg_max=0.9004 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 26100 | total=2.0184 | leaf=2.0146 | sharp=0.3722 | balance=0.0004 | lr=2.62e-04 | t=38.4s +step= 26200 | total=1.9972 | leaf=1.9934 | sharp=0.3812 | balance=0.0004 | lr=2.61e-04 | t=35.1s +step= 26300 | total=2.0324 | leaf=2.0286 | sharp=0.3768 | balance=0.0004 | lr=2.61e-04 | t=35.1s +step= 26400 | total=2.0502 | leaf=2.0464 | sharp=0.3732 | balance=0.0004 | lr=2.61e-04 | t=35.1s +step= 26500 | total=1.9312 | leaf=1.9274 | sharp=0.3753 | balance=0.0004 | lr=2.60e-04 | t=35.1s +step= 26600 | total=2.1008 | leaf=2.0970 | sharp=0.3789 | balance=0.0004 | lr=2.60e-04 | t=35.1s +step= 26700 | total=2.0401 | leaf=2.0364 | sharp=0.3781 | balance=0.0004 | lr=2.60e-04 | t=35.1s +step= 26800 | total=2.0658 | leaf=2.0620 | sharp=0.3817 | balance=0.0004 | lr=2.60e-04 | t=35.1s +step= 26900 | total=2.0158 | leaf=2.0119 | sharp=0.3848 | balance=0.0004 | lr=2.59e-04 | t=35.1s +step= 27000 | total=1.9784 | leaf=1.9745 | sharp=0.3815 | balance=0.0004 | lr=2.59e-04 | t=35.1s + + [Hierarchy @ step 27000] + L1 K=512 avg_max=0.0058 cov90=430.0 cov85=395.3 cov80=362.7 cov75=331.8 cov70=302.3 cov65=274.0 cov60=246.8 cov50=195.5 + L2 K=64 avg_max=0.7932 cov90=3.0 cov85=2.4 cov80=2.0 cov75=1.8 cov70=1.6 cov65=1.5 cov60=1.4 cov50=1.2 + L3 K=8 avg_max=0.9011 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 27100 | total=1.9702 | leaf=1.9664 | sharp=0.3785 | balance=0.0004 | lr=2.59e-04 | t=38.3s +step= 27200 | total=1.9816 | leaf=1.9779 | sharp=0.3766 | balance=0.0004 | lr=2.58e-04 | t=35.1s +step= 27300 | total=1.9135 | leaf=1.9097 | sharp=0.3766 | balance=0.0004 | lr=2.58e-04 | t=35.1s +step= 27400 | total=1.9982 | leaf=1.9944 | sharp=0.3831 | balance=0.0003 | lr=2.58e-04 | t=35.1s +step= 27500 | total=1.8642 | leaf=1.8604 | sharp=0.3770 | balance=0.0003 | lr=2.57e-04 | t=35.1s +step= 27600 | total=2.0684 | leaf=2.0645 | sharp=0.3833 | balance=0.0003 | lr=2.57e-04 | t=35.1s +step= 27700 | total=1.9546 | leaf=1.9508 | sharp=0.3775 | balance=0.0003 | lr=2.57e-04 | t=35.1s +step= 27800 | total=1.8827 | leaf=1.8790 | sharp=0.3761 | balance=0.0003 | lr=2.56e-04 | t=35.1s +step= 27900 | total=2.0424 | leaf=2.0386 | sharp=0.3812 | balance=0.0003 | lr=2.56e-04 | t=35.1s +step= 28000 | total=1.8943 | leaf=1.8904 | sharp=0.3855 | balance=0.0003 | lr=2.56e-04 | t=35.1s + + [Hierarchy @ step 28000] + L1 K=512 avg_max=0.0059 cov90=429.4 cov85=394.6 cov80=361.9 cov75=330.9 cov70=301.3 cov65=273.0 cov60=245.8 cov50=194.6 + L2 K=64 avg_max=0.7965 cov90=3.0 cov85=2.4 cov80=2.0 cov75=1.8 cov70=1.6 cov65=1.5 cov60=1.4 cov50=1.2 + L3 K=8 avg_max=0.9026 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 28100 | total=1.8678 | leaf=1.8640 | sharp=0.3806 | balance=0.0003 | lr=2.55e-04 | t=38.2s +step= 28200 | total=2.1528 | leaf=2.1490 | sharp=0.3804 | balance=0.0003 | lr=2.55e-04 | t=35.1s +step= 28300 | total=2.0475 | leaf=2.0436 | sharp=0.3841 | balance=0.0003 | lr=2.55e-04 | t=35.1s +step= 28400 | total=1.9712 | leaf=1.9674 | sharp=0.3794 | balance=0.0003 | lr=2.54e-04 | t=35.1s +step= 28500 | total=2.1813 | leaf=2.1775 | sharp=0.3813 | balance=0.0003 | lr=2.54e-04 | t=35.2s +step= 28600 | total=1.9892 | leaf=1.9854 | sharp=0.3796 | balance=0.0003 | lr=2.54e-04 | t=35.1s +step= 28700 | total=2.0186 | leaf=2.0149 | sharp=0.3727 | balance=0.0003 | lr=2.53e-04 | t=35.1s +step= 28800 | total=1.8803 | leaf=1.8766 | sharp=0.3758 | balance=0.0003 | lr=2.53e-04 | t=35.1s +step= 28900 | total=1.9214 | leaf=1.9176 | sharp=0.3804 | balance=0.0003 | lr=2.53e-04 | t=35.1s +step= 29000 | total=2.0988 | leaf=2.0950 | sharp=0.3797 | balance=0.0003 | lr=2.53e-04 | t=35.1s + + [Hierarchy @ step 29000] + L1 K=512 avg_max=0.0060 cov90=428.9 cov85=393.9 cov80=361.2 cov75=330.1 cov70=300.5 cov65=272.2 cov60=245.0 cov50=193.7 + L2 K=64 avg_max=0.7990 cov90=2.9 cov85=2.3 cov80=2.0 cov75=1.8 cov70=1.6 cov65=1.5 cov60=1.4 cov50=1.2 + L3 K=8 avg_max=0.9031 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 29100 | total=2.0730 | leaf=2.0692 | sharp=0.3760 | balance=0.0003 | lr=2.52e-04 | t=38.3s +step= 29200 | total=1.9664 | leaf=1.9625 | sharp=0.3802 | balance=0.0003 | lr=2.52e-04 | t=35.1s +step= 29300 | total=2.0658 | leaf=2.0620 | sharp=0.3831 | balance=0.0003 | lr=2.52e-04 | t=35.1s +step= 29400 | total=1.9390 | leaf=1.9353 | sharp=0.3702 | balance=0.0003 | lr=2.51e-04 | t=35.1s +step= 29500 | total=1.9916 | leaf=1.9879 | sharp=0.3681 | balance=0.0003 | lr=2.51e-04 | t=35.1s +step= 29600 | total=1.9958 | leaf=1.9920 | sharp=0.3760 | balance=0.0003 | lr=2.51e-04 | t=35.1s +step= 29700 | total=1.8365 | leaf=1.8328 | sharp=0.3679 | balance=0.0003 | lr=2.50e-04 | t=35.1s +step= 29800 | total=1.8676 | leaf=1.8639 | sharp=0.3723 | balance=0.0003 | lr=2.50e-04 | t=35.1s +step= 29900 | total=2.0605 | leaf=2.0568 | sharp=0.3711 | balance=0.0003 | lr=2.50e-04 | t=35.1s +step= 30000 | total=2.0474 | leaf=2.0436 | sharp=0.3811 | balance=0.0003 | lr=2.49e-04 | t=35.1s + + [Hierarchy @ step 30000] + L1 K=512 avg_max=0.0061 cov90=428.4 cov85=393.3 cov80=360.4 cov75=329.3 cov70=299.7 cov65=271.3 cov60=244.1 cov50=192.9 + L2 K=64 avg_max=0.8014 cov90=2.9 cov85=2.3 cov80=2.0 cov75=1.8 cov70=1.6 cov65=1.5 cov60=1.4 cov50=1.2 + L3 K=8 avg_max=0.9041 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.9769 | loss_sharp=0.3759 | loss_total=1.9806 + Saved checkpoint: outputs/sad_new/ckpt_30000.pt +step= 30100 | total=1.9783 | leaf=1.9746 | sharp=0.3693 | balance=0.0003 | lr=2.49e-04 | t=55.7s +step= 30200 | total=2.0035 | leaf=1.9997 | sharp=0.3786 | balance=0.0003 | lr=2.48e-04 | t=35.1s +step= 30300 | total=2.1412 | leaf=2.1374 | sharp=0.3739 | balance=0.0003 | lr=2.48e-04 | t=35.1s +step= 30400 | total=2.1219 | leaf=2.1182 | sharp=0.3710 | balance=0.0003 | lr=2.48e-04 | t=35.2s +step= 30500 | total=2.0372 | leaf=2.0334 | sharp=0.3764 | balance=0.0003 | lr=2.47e-04 | t=35.1s +step= 30600 | total=1.9679 | leaf=1.9642 | sharp=0.3696 | balance=0.0003 | lr=2.47e-04 | t=35.2s +step= 30700 | total=2.1181 | leaf=2.1144 | sharp=0.3737 | balance=0.0003 | lr=2.47e-04 | t=35.1s +step= 30800 | total=2.0325 | leaf=2.0287 | sharp=0.3834 | balance=0.0003 | lr=2.46e-04 | t=35.1s +step= 30900 | total=2.0146 | leaf=2.0108 | sharp=0.3750 | balance=0.0003 | lr=2.46e-04 | t=35.1s +step= 31000 | total=2.0940 | leaf=2.0902 | sharp=0.3805 | balance=0.0003 | lr=2.46e-04 | t=35.1s + + [Hierarchy @ step 31000] + L1 K=512 avg_max=0.0062 cov90=427.9 cov85=392.7 cov80=359.8 cov75=328.6 cov70=298.9 cov65=270.5 cov60=243.3 cov50=192.1 + L2 K=64 avg_max=0.8046 cov90=2.8 cov85=2.3 cov80=2.0 cov75=1.7 cov70=1.6 cov65=1.5 cov60=1.4 cov50=1.2 + L3 K=8 avg_max=0.9051 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 31100 | total=1.8829 | leaf=1.8792 | sharp=0.3776 | balance=0.0003 | lr=2.45e-04 | t=38.3s +step= 31200 | total=1.8950 | leaf=1.8912 | sharp=0.3766 | balance=0.0003 | lr=2.45e-04 | t=35.1s +step= 31300 | total=1.9661 | leaf=1.9624 | sharp=0.3788 | balance=0.0003 | lr=2.45e-04 | t=35.1s +step= 31400 | total=1.9847 | leaf=1.9809 | sharp=0.3808 | balance=0.0003 | lr=2.44e-04 | t=35.1s +step= 31500 | total=1.9160 | leaf=1.9123 | sharp=0.3726 | balance=0.0003 | lr=2.44e-04 | t=35.1s +step= 31600 | total=1.9899 | leaf=1.9861 | sharp=0.3794 | balance=0.0003 | lr=2.44e-04 | t=35.1s +step= 31700 | total=1.9813 | leaf=1.9776 | sharp=0.3737 | balance=0.0003 | lr=2.43e-04 | t=35.1s +step= 31800 | total=1.9693 | leaf=1.9655 | sharp=0.3772 | balance=0.0003 | lr=2.43e-04 | t=35.1s +step= 31900 | total=2.0202 | leaf=2.0164 | sharp=0.3754 | balance=0.0003 | lr=2.43e-04 | t=35.1s +step= 32000 | total=1.8515 | leaf=1.8477 | sharp=0.3801 | balance=0.0003 | lr=2.42e-04 | t=35.1s + + [Hierarchy @ step 32000] + L1 K=512 avg_max=0.0063 cov90=427.4 cov85=392.1 cov80=359.1 cov75=327.9 cov70=298.1 cov65=269.7 cov60=242.5 cov50=191.4 + L2 K=64 avg_max=0.8076 cov90=2.8 cov85=2.3 cov80=1.9 cov75=1.7 cov70=1.6 cov65=1.5 cov60=1.4 cov50=1.2 + L3 K=8 avg_max=0.9064 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 32100 | total=1.9040 | leaf=1.9003 | sharp=0.3722 | balance=0.0003 | lr=2.42e-04 | t=38.3s +step= 32200 | total=1.9576 | leaf=1.9539 | sharp=0.3748 | balance=0.0003 | lr=2.42e-04 | t=35.1s +step= 32300 | total=1.9392 | leaf=1.9354 | sharp=0.3772 | balance=0.0003 | lr=2.41e-04 | t=35.1s +step= 32400 | total=1.9221 | leaf=1.9185 | sharp=0.3658 | balance=0.0003 | lr=2.41e-04 | t=35.1s +step= 32500 | total=1.8020 | leaf=1.7983 | sharp=0.3722 | balance=0.0003 | lr=2.40e-04 | t=35.1s +step= 32600 | total=1.9058 | leaf=1.9022 | sharp=0.3676 | balance=0.0003 | lr=2.40e-04 | t=35.1s +step= 32700 | total=1.8830 | leaf=1.8792 | sharp=0.3714 | balance=0.0003 | lr=2.40e-04 | t=35.1s +step= 32800 | total=1.8387 | leaf=1.8350 | sharp=0.3735 | balance=0.0003 | lr=2.39e-04 | t=35.1s +step= 32900 | total=1.9606 | leaf=1.9569 | sharp=0.3736 | balance=0.0003 | lr=2.39e-04 | t=35.1s +step= 33000 | total=1.9742 | leaf=1.9704 | sharp=0.3776 | balance=0.0003 | lr=2.39e-04 | t=35.2s + + [Hierarchy @ step 33000] + L1 K=512 avg_max=0.0064 cov90=427.0 cov85=391.6 cov80=358.5 cov75=327.2 cov70=297.4 cov65=269.0 cov60=241.8 cov50=190.7 + L2 K=64 avg_max=0.8106 cov90=2.8 cov85=2.2 cov80=1.9 cov75=1.7 cov70=1.6 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9066 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 33100 | total=1.6005 | leaf=1.5968 | sharp=0.3723 | balance=0.0003 | lr=2.38e-04 | t=38.3s +step= 33200 | total=1.8976 | leaf=1.8938 | sharp=0.3739 | balance=0.0003 | lr=2.38e-04 | t=35.1s +step= 33300 | total=1.9805 | leaf=1.9768 | sharp=0.3751 | balance=0.0003 | lr=2.38e-04 | t=35.1s +step= 33400 | total=1.9350 | leaf=1.9313 | sharp=0.3718 | balance=0.0003 | lr=2.37e-04 | t=35.1s +step= 33500 | total=1.9817 | leaf=1.9780 | sharp=0.3720 | balance=0.0002 | lr=2.37e-04 | t=35.1s +step= 33600 | total=1.8788 | leaf=1.8751 | sharp=0.3760 | balance=0.0002 | lr=2.36e-04 | t=35.1s +step= 33700 | total=1.9908 | leaf=1.9871 | sharp=0.3714 | balance=0.0002 | lr=2.36e-04 | t=35.1s +step= 33800 | total=1.9435 | leaf=1.9398 | sharp=0.3717 | balance=0.0002 | lr=2.36e-04 | t=35.1s +step= 33900 | total=1.9223 | leaf=1.9187 | sharp=0.3593 | balance=0.0002 | lr=2.35e-04 | t=35.1s +step= 34000 | total=1.8365 | leaf=1.8328 | sharp=0.3703 | balance=0.0002 | lr=2.35e-04 | t=35.1s + + [Hierarchy @ step 34000] + L1 K=512 avg_max=0.0065 cov90=426.5 cov85=391.0 cov80=357.9 cov75=326.5 cov70=296.7 cov65=268.3 cov60=241.1 cov50=190.0 + L2 K=64 avg_max=0.8130 cov90=2.7 cov85=2.2 cov80=1.9 cov75=1.7 cov70=1.6 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9075 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 34100 | total=1.8980 | leaf=1.8943 | sharp=0.3717 | balance=0.0002 | lr=2.35e-04 | t=38.4s +step= 34200 | total=1.9922 | leaf=1.9885 | sharp=0.3699 | balance=0.0002 | lr=2.34e-04 | t=35.1s +step= 34300 | total=1.7801 | leaf=1.7764 | sharp=0.3717 | balance=0.0002 | lr=2.34e-04 | t=35.1s +step= 34400 | total=1.8403 | leaf=1.8366 | sharp=0.3707 | balance=0.0002 | lr=2.33e-04 | t=35.1s +step= 34500 | total=1.8777 | leaf=1.8740 | sharp=0.3749 | balance=0.0002 | lr=2.33e-04 | t=35.2s +step= 34600 | total=1.9475 | leaf=1.9438 | sharp=0.3691 | balance=0.0002 | lr=2.33e-04 | t=35.1s +step= 34700 | total=1.9218 | leaf=1.9181 | sharp=0.3634 | balance=0.0002 | lr=2.32e-04 | t=35.1s +step= 34800 | total=1.8503 | leaf=1.8466 | sharp=0.3740 | balance=0.0002 | lr=2.32e-04 | t=35.2s +step= 34900 | total=1.8185 | leaf=1.8149 | sharp=0.3624 | balance=0.0002 | lr=2.32e-04 | t=35.1s +step= 35000 | total=1.8756 | leaf=1.8718 | sharp=0.3754 | balance=0.0002 | lr=2.31e-04 | t=35.1s + + [Hierarchy @ step 35000] + L1 K=512 avg_max=0.0066 cov90=426.1 cov85=390.5 cov80=357.3 cov75=325.9 cov70=296.1 cov65=267.6 cov60=240.4 cov50=189.4 + L2 K=64 avg_max=0.8150 cov90=2.7 cov85=2.2 cov80=1.9 cov75=1.7 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9084 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.9280 | loss_sharp=0.3711 | loss_total=1.9317 +step= 35100 | total=2.0088 | leaf=2.0050 | sharp=0.3729 | balance=0.0002 | lr=2.31e-04 | t=46.6s +step= 35200 | total=1.9527 | leaf=1.9490 | sharp=0.3668 | balance=0.0002 | lr=2.30e-04 | t=35.1s +step= 35300 | total=2.1085 | leaf=2.1049 | sharp=0.3670 | balance=0.0002 | lr=2.30e-04 | t=35.2s +step= 35400 | total=2.0667 | leaf=2.0630 | sharp=0.3707 | balance=0.0002 | lr=2.30e-04 | t=35.1s +step= 35500 | total=1.9455 | leaf=1.9418 | sharp=0.3742 | balance=0.0002 | lr=2.29e-04 | t=35.1s +step= 35600 | total=1.9466 | leaf=1.9429 | sharp=0.3637 | balance=0.0002 | lr=2.29e-04 | t=35.1s +step= 35700 | total=2.0269 | leaf=2.0232 | sharp=0.3663 | balance=0.0002 | lr=2.29e-04 | t=35.1s +step= 35800 | total=1.8279 | leaf=1.8242 | sharp=0.3663 | balance=0.0002 | lr=2.28e-04 | t=35.1s +step= 35900 | total=1.8904 | leaf=1.8867 | sharp=0.3684 | balance=0.0002 | lr=2.28e-04 | t=35.1s +step= 36000 | total=1.8722 | leaf=1.8685 | sharp=0.3730 | balance=0.0002 | lr=2.27e-04 | t=35.1s + + [Hierarchy @ step 36000] + L1 K=512 avg_max=0.0067 cov90=425.7 cov85=390.0 cov80=356.7 cov75=325.3 cov70=295.4 cov65=267.0 cov60=239.8 cov50=188.7 + L2 K=64 avg_max=0.8170 cov90=2.7 cov85=2.2 cov80=1.9 cov75=1.7 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9095 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 36100 | total=2.2763 | leaf=2.2726 | sharp=0.3759 | balance=0.0002 | lr=2.27e-04 | t=38.4s +step= 36200 | total=1.9290 | leaf=1.9254 | sharp=0.3632 | balance=0.0002 | lr=2.27e-04 | t=35.1s +step= 36300 | total=1.9484 | leaf=1.9447 | sharp=0.3662 | balance=0.0002 | lr=2.26e-04 | t=35.1s +step= 36400 | total=1.9054 | leaf=1.9017 | sharp=0.3657 | balance=0.0002 | lr=2.26e-04 | t=35.1s +step= 36500 | total=1.9061 | leaf=1.9024 | sharp=0.3689 | balance=0.0002 | lr=2.26e-04 | t=35.1s +step= 36600 | total=1.9816 | leaf=1.9780 | sharp=0.3662 | balance=0.0002 | lr=2.25e-04 | t=35.1s +step= 36700 | total=1.8334 | leaf=1.8297 | sharp=0.3693 | balance=0.0002 | lr=2.25e-04 | t=35.1s +step= 36800 | total=1.9615 | leaf=1.9578 | sharp=0.3702 | balance=0.0002 | lr=2.24e-04 | t=35.1s +step= 36900 | total=1.8209 | leaf=1.8172 | sharp=0.3671 | balance=0.0002 | lr=2.24e-04 | t=35.1s +step= 37000 | total=1.8496 | leaf=1.8459 | sharp=0.3699 | balance=0.0002 | lr=2.24e-04 | t=35.1s + + [Hierarchy @ step 37000] + L1 K=512 avg_max=0.0068 cov90=425.4 cov85=389.6 cov80=356.2 cov75=324.7 cov70=294.9 cov65=266.4 cov60=239.2 cov50=188.2 + L2 K=64 avg_max=0.8180 cov90=2.7 cov85=2.2 cov80=1.9 cov75=1.7 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9100 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 37100 | total=1.9632 | leaf=1.9596 | sharp=0.3648 | balance=0.0002 | lr=2.23e-04 | t=38.4s +step= 37200 | total=1.8321 | leaf=1.8284 | sharp=0.3647 | balance=0.0002 | lr=2.23e-04 | t=35.1s +step= 37300 | total=2.0339 | leaf=2.0303 | sharp=0.3665 | balance=0.0002 | lr=2.22e-04 | t=35.1s +step= 37400 | total=1.9003 | leaf=1.8966 | sharp=0.3684 | balance=0.0002 | lr=2.22e-04 | t=35.1s +step= 37500 | total=1.8572 | leaf=1.8536 | sharp=0.3654 | balance=0.0002 | lr=2.22e-04 | t=35.1s +step= 37600 | total=1.9393 | leaf=1.9357 | sharp=0.3639 | balance=0.0002 | lr=2.21e-04 | t=35.1s +step= 37700 | total=1.8763 | leaf=1.8726 | sharp=0.3669 | balance=0.0002 | lr=2.21e-04 | t=35.1s +step= 37800 | total=1.9344 | leaf=1.9307 | sharp=0.3699 | balance=0.0002 | lr=2.20e-04 | t=35.1s +step= 37900 | total=1.9796 | leaf=1.9759 | sharp=0.3689 | balance=0.0002 | lr=2.20e-04 | t=35.1s +step= 38000 | total=2.0341 | leaf=2.0304 | sharp=0.3696 | balance=0.0002 | lr=2.20e-04 | t=35.1s + + [Hierarchy @ step 38000] + L1 K=512 avg_max=0.0068 cov90=425.0 cov85=389.1 cov80=355.7 cov75=324.2 cov70=294.3 cov65=265.8 cov60=238.6 cov50=187.6 + L2 K=64 avg_max=0.8204 cov90=2.7 cov85=2.2 cov80=1.9 cov75=1.7 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9101 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 38100 | total=1.8568 | leaf=1.8531 | sharp=0.3673 | balance=0.0002 | lr=2.19e-04 | t=38.4s +step= 38200 | total=1.8666 | leaf=1.8629 | sharp=0.3634 | balance=0.0002 | lr=2.19e-04 | t=35.1s +step= 38300 | total=1.8946 | leaf=1.8909 | sharp=0.3702 | balance=0.0002 | lr=2.18e-04 | t=35.1s +step= 38400 | total=1.8964 | leaf=1.8927 | sharp=0.3679 | balance=0.0002 | lr=2.18e-04 | t=35.1s +step= 38500 | total=2.1160 | leaf=2.1124 | sharp=0.3682 | balance=0.0002 | lr=2.18e-04 | t=35.1s +step= 38600 | total=1.8235 | leaf=1.8198 | sharp=0.3645 | balance=0.0002 | lr=2.17e-04 | t=35.1s +step= 38700 | total=1.9775 | leaf=1.9739 | sharp=0.3613 | balance=0.0002 | lr=2.17e-04 | t=35.1s +step= 38800 | total=1.9631 | leaf=1.9595 | sharp=0.3611 | balance=0.0002 | lr=2.16e-04 | t=35.1s +step= 38900 | total=1.8622 | leaf=1.8586 | sharp=0.3639 | balance=0.0002 | lr=2.16e-04 | t=35.1s +step= 39000 | total=2.0194 | leaf=2.0158 | sharp=0.3602 | balance=0.0002 | lr=2.16e-04 | t=35.1s + + [Hierarchy @ step 39000] + L1 K=512 avg_max=0.0069 cov90=424.7 cov85=388.7 cov80=355.2 cov75=323.7 cov70=293.8 cov65=265.3 cov60=238.1 cov50=187.1 + L2 K=64 avg_max=0.8222 cov90=2.6 cov85=2.1 cov80=1.9 cov75=1.7 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9104 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 39100 | total=1.9380 | leaf=1.9343 | sharp=0.3663 | balance=0.0002 | lr=2.15e-04 | t=38.4s +step= 39200 | total=2.0003 | leaf=1.9966 | sharp=0.3688 | balance=0.0002 | lr=2.15e-04 | t=35.1s +step= 39300 | total=1.8775 | leaf=1.8738 | sharp=0.3688 | balance=0.0002 | lr=2.14e-04 | t=35.1s +step= 39400 | total=2.0146 | leaf=2.0109 | sharp=0.3609 | balance=0.0002 | lr=2.14e-04 | t=35.1s +step= 39500 | total=1.9053 | leaf=1.9016 | sharp=0.3652 | balance=0.0002 | lr=2.14e-04 | t=35.1s +step= 39600 | total=1.9064 | leaf=1.9028 | sharp=0.3678 | balance=0.0002 | lr=2.13e-04 | t=35.1s +step= 39700 | total=2.0184 | leaf=2.0147 | sharp=0.3627 | balance=0.0002 | lr=2.13e-04 | t=35.1s +step= 39800 | total=1.8464 | leaf=1.8427 | sharp=0.3634 | balance=0.0002 | lr=2.12e-04 | t=35.2s +step= 39900 | total=1.9026 | leaf=1.8990 | sharp=0.3621 | balance=0.0002 | lr=2.12e-04 | t=35.1s +step= 40000 | total=1.8543 | leaf=1.8506 | sharp=0.3688 | balance=0.0002 | lr=2.12e-04 | t=35.1s + + [Hierarchy @ step 40000] + L1 K=512 avg_max=0.0070 cov90=424.3 cov85=388.3 cov80=354.8 cov75=323.2 cov70=293.3 cov65=264.8 cov60=237.5 cov50=186.6 + L2 K=64 avg_max=0.8249 cov90=2.6 cov85=2.1 cov80=1.8 cov75=1.7 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9111 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.8878 | loss_sharp=0.3649 | loss_total=1.8914 + Saved checkpoint: outputs/sad_new/ckpt_40000.pt +step= 40100 | total=1.9680 | leaf=1.9644 | sharp=0.3669 | balance=0.0002 | lr=2.11e-04 | t=55.3s +step= 40200 | total=1.9140 | leaf=1.9103 | sharp=0.3658 | balance=0.0002 | lr=2.11e-04 | t=35.1s +step= 40300 | total=1.9793 | leaf=1.9756 | sharp=0.3641 | balance=0.0002 | lr=2.10e-04 | t=35.1s +step= 40400 | total=1.8119 | leaf=1.8082 | sharp=0.3646 | balance=0.0002 | lr=2.10e-04 | t=35.1s +step= 40500 | total=1.9314 | leaf=1.9277 | sharp=0.3624 | balance=0.0002 | lr=2.10e-04 | t=35.1s +step= 40600 | total=1.9395 | leaf=1.9359 | sharp=0.3622 | balance=0.0002 | lr=2.09e-04 | t=35.1s +step= 40700 | total=1.8926 | leaf=1.8890 | sharp=0.3609 | balance=0.0002 | lr=2.09e-04 | t=35.1s +step= 40800 | total=1.8655 | leaf=1.8619 | sharp=0.3690 | balance=0.0002 | lr=2.08e-04 | t=35.1s +step= 40900 | total=1.8916 | leaf=1.8880 | sharp=0.3612 | balance=0.0002 | lr=2.08e-04 | t=35.1s +step= 41000 | total=2.0199 | leaf=2.0162 | sharp=0.3702 | balance=0.0002 | lr=2.08e-04 | t=35.1s + + [Hierarchy @ step 41000] + L1 K=512 avg_max=0.0071 cov90=424.0 cov85=387.9 cov80=354.4 cov75=322.8 cov70=292.8 cov65=264.3 cov60=237.1 cov50=186.1 + L2 K=64 avg_max=0.8258 cov90=2.6 cov85=2.1 cov80=1.8 cov75=1.7 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9121 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 41100 | total=1.9522 | leaf=1.9486 | sharp=0.3655 | balance=0.0002 | lr=2.07e-04 | t=38.3s +step= 41200 | total=1.8592 | leaf=1.8555 | sharp=0.3677 | balance=0.0002 | lr=2.07e-04 | t=35.1s +step= 41300 | total=1.9993 | leaf=1.9957 | sharp=0.3635 | balance=0.0002 | lr=2.06e-04 | t=35.1s +step= 41400 | total=1.8444 | leaf=1.8408 | sharp=0.3663 | balance=0.0002 | lr=2.06e-04 | t=35.1s +step= 41500 | total=1.7498 | leaf=1.7461 | sharp=0.3662 | balance=0.0002 | lr=2.05e-04 | t=35.1s +step= 41600 | total=2.1223 | leaf=2.1186 | sharp=0.3716 | balance=0.0002 | lr=2.05e-04 | t=35.1s +step= 41700 | total=1.6557 | leaf=1.6520 | sharp=0.3656 | balance=0.0002 | lr=2.05e-04 | t=35.1s +step= 41800 | total=1.9506 | leaf=1.9470 | sharp=0.3602 | balance=0.0002 | lr=2.04e-04 | t=35.1s +step= 41900 | total=1.8319 | leaf=1.8282 | sharp=0.3662 | balance=0.0002 | lr=2.04e-04 | t=35.1s +step= 42000 | total=1.7845 | leaf=1.7809 | sharp=0.3636 | balance=0.0002 | lr=2.03e-04 | t=35.1s + + [Hierarchy @ step 42000] + L1 K=512 avg_max=0.0071 cov90=423.8 cov85=387.6 cov80=354.0 cov75=322.3 cov70=292.3 cov65=263.8 cov60=236.6 cov50=185.7 + L2 K=64 avg_max=0.8272 cov90=2.6 cov85=2.1 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9130 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 42100 | total=1.8406 | leaf=1.8370 | sharp=0.3639 | balance=0.0002 | lr=2.03e-04 | t=38.3s +step= 42200 | total=1.8050 | leaf=1.8014 | sharp=0.3604 | balance=0.0002 | lr=2.03e-04 | t=35.1s +step= 42300 | total=1.7834 | leaf=1.7798 | sharp=0.3576 | balance=0.0002 | lr=2.02e-04 | t=35.1s +step= 42400 | total=1.8991 | leaf=1.8955 | sharp=0.3613 | balance=0.0002 | lr=2.02e-04 | t=35.1s +step= 42500 | total=1.9040 | leaf=1.9003 | sharp=0.3660 | balance=0.0002 | lr=2.01e-04 | t=35.1s +step= 42600 | total=2.0235 | leaf=2.0198 | sharp=0.3613 | balance=0.0002 | lr=2.01e-04 | t=35.1s +step= 42700 | total=1.8248 | leaf=1.8212 | sharp=0.3643 | balance=0.0002 | lr=2.00e-04 | t=35.1s +step= 42800 | total=2.0834 | leaf=2.0798 | sharp=0.3545 | balance=0.0002 | lr=2.00e-04 | t=35.1s +step= 42900 | total=1.9326 | leaf=1.9290 | sharp=0.3611 | balance=0.0002 | lr=2.00e-04 | t=35.1s +step= 43000 | total=1.9870 | leaf=1.9834 | sharp=0.3627 | balance=0.0002 | lr=1.99e-04 | t=35.1s + + [Hierarchy @ step 43000] + L1 K=512 avg_max=0.0072 cov90=423.5 cov85=387.3 cov80=353.6 cov75=321.9 cov70=291.9 cov65=263.4 cov60=236.2 cov50=185.3 + L2 K=64 avg_max=0.8283 cov90=2.6 cov85=2.1 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9133 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 43100 | total=1.8651 | leaf=1.8616 | sharp=0.3559 | balance=0.0002 | lr=1.99e-04 | t=38.3s +step= 43200 | total=1.8622 | leaf=1.8586 | sharp=0.3620 | balance=0.0002 | lr=1.98e-04 | t=35.1s +step= 43300 | total=1.8648 | leaf=1.8611 | sharp=0.3655 | balance=0.0002 | lr=1.98e-04 | t=35.1s +step= 43400 | total=1.7891 | leaf=1.7855 | sharp=0.3622 | balance=0.0002 | lr=1.98e-04 | t=35.1s +step= 43500 | total=1.9813 | leaf=1.9776 | sharp=0.3633 | balance=0.0002 | lr=1.97e-04 | t=35.1s +step= 43600 | total=1.8997 | leaf=1.8960 | sharp=0.3623 | balance=0.0002 | lr=1.97e-04 | t=35.1s +step= 43700 | total=1.7622 | leaf=1.7586 | sharp=0.3608 | balance=0.0002 | lr=1.96e-04 | t=35.1s +step= 43800 | total=1.9190 | leaf=1.9155 | sharp=0.3565 | balance=0.0002 | lr=1.96e-04 | t=35.1s +step= 43900 | total=1.9093 | leaf=1.9057 | sharp=0.3615 | balance=0.0002 | lr=1.95e-04 | t=35.1s +step= 44000 | total=1.9155 | leaf=1.9119 | sharp=0.3611 | balance=0.0002 | lr=1.95e-04 | t=35.1s + + [Hierarchy @ step 44000] + L1 K=512 avg_max=0.0073 cov90=423.2 cov85=386.9 cov80=353.2 cov75=321.5 cov70=291.5 cov65=263.0 cov60=235.8 cov50=184.9 + L2 K=64 avg_max=0.8299 cov90=2.5 cov85=2.1 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9139 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 44100 | total=2.0336 | leaf=2.0299 | sharp=0.3659 | balance=0.0002 | lr=1.95e-04 | t=38.3s +step= 44200 | total=1.9987 | leaf=1.9950 | sharp=0.3625 | balance=0.0002 | lr=1.94e-04 | t=35.1s +step= 44300 | total=1.9012 | leaf=1.8975 | sharp=0.3650 | balance=0.0002 | lr=1.94e-04 | t=35.1s +step= 44400 | total=1.7006 | leaf=1.6969 | sharp=0.3643 | balance=0.0002 | lr=1.93e-04 | t=35.1s +step= 44500 | total=1.8700 | leaf=1.8664 | sharp=0.3617 | balance=0.0002 | lr=1.93e-04 | t=35.1s +step= 44600 | total=2.0036 | leaf=2.0000 | sharp=0.3623 | balance=0.0002 | lr=1.93e-04 | t=35.1s +step= 44700 | total=1.8709 | leaf=1.8673 | sharp=0.3606 | balance=0.0002 | lr=1.92e-04 | t=35.1s +step= 44800 | total=1.8624 | leaf=1.8588 | sharp=0.3581 | balance=0.0002 | lr=1.92e-04 | t=35.1s +step= 44900 | total=1.8485 | leaf=1.8449 | sharp=0.3607 | balance=0.0002 | lr=1.91e-04 | t=35.1s +step= 45000 | total=1.8097 | leaf=1.8062 | sharp=0.3572 | balance=0.0002 | lr=1.91e-04 | t=35.1s + + [Hierarchy @ step 45000] + L1 K=512 avg_max=0.0073 cov90=423.0 cov85=386.7 cov80=352.9 cov75=321.2 cov70=291.2 cov65=262.6 cov60=235.4 cov50=184.6 + L2 K=64 avg_max=0.8318 cov90=2.5 cov85=2.1 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9147 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.8587 | loss_sharp=0.3611 | loss_total=1.8623 +step= 45100 | total=1.8142 | leaf=1.8106 | sharp=0.3616 | balance=0.0002 | lr=1.90e-04 | t=46.6s +step= 45200 | total=1.8327 | leaf=1.8291 | sharp=0.3631 | balance=0.0002 | lr=1.90e-04 | t=35.1s +step= 45300 | total=1.9184 | leaf=1.9148 | sharp=0.3599 | balance=0.0002 | lr=1.90e-04 | t=35.1s +step= 45400 | total=1.9599 | leaf=1.9563 | sharp=0.3598 | balance=0.0001 | lr=1.89e-04 | t=35.1s +step= 45500 | total=1.9071 | leaf=1.9035 | sharp=0.3604 | balance=0.0001 | lr=1.89e-04 | t=35.1s +step= 45600 | total=1.8822 | leaf=1.8786 | sharp=0.3609 | balance=0.0001 | lr=1.88e-04 | t=35.1s +step= 45700 | total=1.8630 | leaf=1.8594 | sharp=0.3574 | balance=0.0001 | lr=1.88e-04 | t=35.1s +step= 45800 | total=1.7988 | leaf=1.7952 | sharp=0.3581 | balance=0.0001 | lr=1.87e-04 | t=35.1s +step= 45900 | total=2.2225 | leaf=2.2188 | sharp=0.3703 | balance=0.0001 | lr=1.87e-04 | t=35.1s +step= 46000 | total=1.8461 | leaf=1.8425 | sharp=0.3599 | balance=0.0001 | lr=1.87e-04 | t=35.1s + + [Hierarchy @ step 46000] + L1 K=512 avg_max=0.0074 cov90=422.8 cov85=386.4 cov80=352.6 cov75=320.9 cov70=290.8 cov65=262.3 cov60=235.1 cov50=184.2 + L2 K=64 avg_max=0.8326 cov90=2.5 cov85=2.1 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9152 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 46100 | total=1.7484 | leaf=1.7448 | sharp=0.3625 | balance=0.0001 | lr=1.86e-04 | t=38.4s +step= 46200 | total=1.7502 | leaf=1.7466 | sharp=0.3610 | balance=0.0001 | lr=1.86e-04 | t=35.2s +step= 46300 | total=1.7813 | leaf=1.7777 | sharp=0.3644 | balance=0.0001 | lr=1.85e-04 | t=35.1s +step= 46400 | total=1.8148 | leaf=1.8112 | sharp=0.3635 | balance=0.0001 | lr=1.85e-04 | t=35.2s +step= 46500 | total=1.9052 | leaf=1.9016 | sharp=0.3623 | balance=0.0001 | lr=1.84e-04 | t=35.1s +step= 46600 | total=1.8350 | leaf=1.8314 | sharp=0.3601 | balance=0.0001 | lr=1.84e-04 | t=35.1s +step= 46700 | total=0.6677 | leaf=0.6641 | sharp=0.3615 | balance=0.0001 | lr=1.84e-04 | t=35.1s +step= 46800 | total=1.9669 | leaf=1.9634 | sharp=0.3584 | balance=0.0001 | lr=1.83e-04 | t=35.2s +step= 46900 | total=1.8315 | leaf=1.8279 | sharp=0.3595 | balance=0.0001 | lr=1.83e-04 | t=35.2s +step= 47000 | total=1.9700 | leaf=1.9663 | sharp=0.3650 | balance=0.0001 | lr=1.82e-04 | t=35.1s + + [Hierarchy @ step 47000] + L1 K=512 avg_max=0.0074 cov90=422.6 cov85=386.1 cov80=352.3 cov75=320.6 cov70=290.5 cov65=262.0 cov60=234.8 cov50=184.0 + L2 K=64 avg_max=0.8342 cov90=2.5 cov85=2.1 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9155 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 47100 | total=1.9420 | leaf=1.9384 | sharp=0.3605 | balance=0.0001 | lr=1.82e-04 | t=38.3s +step= 47200 | total=1.8973 | leaf=1.8937 | sharp=0.3612 | balance=0.0001 | lr=1.81e-04 | t=35.1s +step= 47300 | total=1.8921 | leaf=1.8885 | sharp=0.3607 | balance=0.0001 | lr=1.81e-04 | t=35.1s +step= 47400 | total=1.8511 | leaf=1.8475 | sharp=0.3634 | balance=0.0001 | lr=1.81e-04 | t=35.1s +step= 47500 | total=1.9509 | leaf=1.9472 | sharp=0.3663 | balance=0.0001 | lr=1.80e-04 | t=35.1s +step= 47600 | total=1.8377 | leaf=1.8341 | sharp=0.3599 | balance=0.0001 | lr=1.80e-04 | t=35.1s +step= 47700 | total=1.9163 | leaf=1.9126 | sharp=0.3635 | balance=0.0001 | lr=1.79e-04 | t=35.1s +step= 47800 | total=1.9751 | leaf=1.9715 | sharp=0.3582 | balance=0.0001 | lr=1.79e-04 | t=35.1s +step= 47900 | total=1.9822 | leaf=1.9786 | sharp=0.3612 | balance=0.0001 | lr=1.78e-04 | t=35.1s +step= 48000 | total=2.0030 | leaf=1.9995 | sharp=0.3573 | balance=0.0001 | lr=1.78e-04 | t=35.1s + + [Hierarchy @ step 48000] + L1 K=512 avg_max=0.0074 cov90=422.4 cov85=385.9 cov80=352.1 cov75=320.3 cov70=290.2 cov65=261.7 cov60=234.5 cov50=183.7 + L2 K=64 avg_max=0.8353 cov90=2.5 cov85=2.0 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9159 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 48100 | total=1.9562 | leaf=1.9526 | sharp=0.3606 | balance=0.0001 | lr=1.78e-04 | t=38.3s +step= 48200 | total=1.9085 | leaf=1.9050 | sharp=0.3553 | balance=0.0001 | lr=1.77e-04 | t=35.1s +step= 48300 | total=1.8384 | leaf=1.8348 | sharp=0.3563 | balance=0.0001 | lr=1.77e-04 | t=35.1s +step= 48400 | total=1.8109 | leaf=1.8073 | sharp=0.3601 | balance=0.0001 | lr=1.76e-04 | t=35.1s +step= 48500 | total=1.9507 | leaf=1.9471 | sharp=0.3616 | balance=0.0001 | lr=1.76e-04 | t=35.1s +step= 48600 | total=1.8226 | leaf=1.8190 | sharp=0.3586 | balance=0.0001 | lr=1.75e-04 | t=35.1s +step= 48700 | total=1.7852 | leaf=1.7816 | sharp=0.3610 | balance=0.0001 | lr=1.75e-04 | t=35.1s +step= 48800 | total=1.7042 | leaf=1.7006 | sharp=0.3580 | balance=0.0001 | lr=1.75e-04 | t=35.1s +step= 48900 | total=1.8431 | leaf=1.8394 | sharp=0.3609 | balance=0.0001 | lr=1.74e-04 | t=35.2s +step= 49000 | total=1.7777 | leaf=1.7741 | sharp=0.3589 | balance=0.0001 | lr=1.74e-04 | t=35.1s + + [Hierarchy @ step 49000] + L1 K=512 avg_max=0.0075 cov90=422.2 cov85=385.7 cov80=351.8 cov75=320.0 cov70=289.9 cov65=261.4 cov60=234.2 cov50=183.4 + L2 K=64 avg_max=0.8368 cov90=2.5 cov85=2.0 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9164 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 49100 | total=1.8572 | leaf=1.8537 | sharp=0.3578 | balance=0.0001 | lr=1.73e-04 | t=38.3s +step= 49200 | total=1.6455 | leaf=1.6419 | sharp=0.3609 | balance=0.0001 | lr=1.73e-04 | t=35.1s +step= 49300 | total=1.7789 | leaf=1.7754 | sharp=0.3549 | balance=0.0001 | lr=1.72e-04 | t=35.1s +step= 49400 | total=1.7938 | leaf=1.7902 | sharp=0.3599 | balance=0.0001 | lr=1.72e-04 | t=35.1s +step= 49500 | total=1.8409 | leaf=1.8373 | sharp=0.3640 | balance=0.0001 | lr=1.71e-04 | t=35.1s +step= 49600 | total=1.9983 | leaf=1.9947 | sharp=0.3602 | balance=0.0001 | lr=1.71e-04 | t=35.1s +step= 49700 | total=1.6205 | leaf=1.6169 | sharp=0.3557 | balance=0.0001 | lr=1.71e-04 | t=35.1s +step= 49800 | total=1.8490 | leaf=1.8455 | sharp=0.3567 | balance=0.0001 | lr=1.70e-04 | t=35.2s +step= 49900 | total=1.8707 | leaf=1.8670 | sharp=0.3638 | balance=0.0001 | lr=1.70e-04 | t=35.1s +step= 50000 | total=1.8735 | leaf=1.8699 | sharp=0.3562 | balance=0.0001 | lr=1.69e-04 | t=35.1s + + [Hierarchy @ step 50000] + L1 K=512 avg_max=0.0075 cov90=422.1 cov85=385.5 cov80=351.6 cov75=319.8 cov70=289.7 cov65=261.1 cov60=233.9 cov50=183.2 + L2 K=64 avg_max=0.8381 cov90=2.5 cov85=2.0 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9171 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.8286 | loss_sharp=0.3581 | loss_total=1.8322 + Saved checkpoint: outputs/sad_new/ckpt_50000.pt +step= 50100 | total=1.7608 | leaf=1.7572 | sharp=0.3543 | balance=0.0001 | lr=1.69e-04 | t=55.7s +step= 50200 | total=1.7815 | leaf=1.7779 | sharp=0.3558 | balance=0.0001 | lr=1.68e-04 | t=35.0s +step= 50300 | total=1.7499 | leaf=1.7463 | sharp=0.3610 | balance=0.0001 | lr=1.68e-04 | t=35.1s +step= 50400 | total=1.8200 | leaf=1.8163 | sharp=0.3640 | balance=0.0001 | lr=1.68e-04 | t=35.1s +step= 50500 | total=1.7945 | leaf=1.7909 | sharp=0.3563 | balance=0.0001 | lr=1.67e-04 | t=35.1s +step= 50600 | total=1.7807 | leaf=1.7772 | sharp=0.3574 | balance=0.0001 | lr=1.67e-04 | t=35.1s +step= 50700 | total=1.9370 | leaf=1.9334 | sharp=0.3566 | balance=0.0001 | lr=1.66e-04 | t=35.1s +step= 50800 | total=1.7972 | leaf=1.7936 | sharp=0.3609 | balance=0.0001 | lr=1.66e-04 | t=35.1s +step= 50900 | total=1.7920 | leaf=1.7884 | sharp=0.3594 | balance=0.0001 | lr=1.65e-04 | t=35.1s +step= 51000 | total=1.9594 | leaf=1.9558 | sharp=0.3599 | balance=0.0001 | lr=1.65e-04 | t=35.1s + + [Hierarchy @ step 51000] + L1 K=512 avg_max=0.0076 cov90=421.9 cov85=385.3 cov80=351.4 cov75=319.6 cov70=289.5 cov65=260.9 cov60=233.7 cov50=183.0 + L2 K=64 avg_max=0.8392 cov90=2.5 cov85=2.0 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9176 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 51100 | total=1.7312 | leaf=1.7276 | sharp=0.3613 | balance=0.0001 | lr=1.65e-04 | t=38.3s +step= 51200 | total=1.8236 | leaf=1.8200 | sharp=0.3591 | balance=0.0001 | lr=1.64e-04 | t=35.1s +step= 51300 | total=1.7365 | leaf=1.7329 | sharp=0.3635 | balance=0.0001 | lr=1.64e-04 | t=35.1s +step= 51400 | total=1.8383 | leaf=1.8348 | sharp=0.3531 | balance=0.0001 | lr=1.63e-04 | t=35.1s +step= 51500 | total=1.7957 | leaf=1.7922 | sharp=0.3513 | balance=0.0001 | lr=1.63e-04 | t=35.1s +step= 51600 | total=1.8152 | leaf=1.8118 | sharp=0.3486 | balance=0.0001 | lr=1.62e-04 | t=35.1s +step= 51700 | total=1.7881 | leaf=1.7845 | sharp=0.3612 | balance=0.0001 | lr=1.62e-04 | t=35.1s +step= 51800 | total=1.8025 | leaf=1.7990 | sharp=0.3549 | balance=0.0001 | lr=1.62e-04 | t=35.1s +step= 51900 | total=1.7842 | leaf=1.7806 | sharp=0.3595 | balance=0.0001 | lr=1.61e-04 | t=35.1s +step= 52000 | total=1.9324 | leaf=1.9288 | sharp=0.3601 | balance=0.0001 | lr=1.61e-04 | t=35.1s + + [Hierarchy @ step 52000] + L1 K=512 avg_max=0.0076 cov90=421.8 cov85=385.1 cov80=351.2 cov75=319.4 cov70=289.3 cov65=260.7 cov60=233.5 cov50=182.7 + L2 K=64 avg_max=0.8398 cov90=2.4 cov85=2.0 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9181 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 52100 | total=1.8379 | leaf=1.8343 | sharp=0.3640 | balance=0.0001 | lr=1.60e-04 | t=38.3s +step= 52200 | total=1.8573 | leaf=1.8536 | sharp=0.3692 | balance=0.0001 | lr=1.60e-04 | t=35.1s +step= 52300 | total=1.8712 | leaf=1.8676 | sharp=0.3624 | balance=0.0001 | lr=1.59e-04 | t=35.1s +step= 52400 | total=1.7947 | leaf=1.7911 | sharp=0.3561 | balance=0.0001 | lr=1.59e-04 | t=35.1s +step= 52500 | total=1.8931 | leaf=1.8895 | sharp=0.3648 | balance=0.0001 | lr=1.59e-04 | t=35.1s +step= 52600 | total=1.8264 | leaf=1.8229 | sharp=0.3551 | balance=0.0001 | lr=1.58e-04 | t=35.1s +step= 52700 | total=1.7690 | leaf=1.7654 | sharp=0.3581 | balance=0.0001 | lr=1.58e-04 | t=35.1s +step= 52800 | total=1.9925 | leaf=1.9889 | sharp=0.3595 | balance=0.0001 | lr=1.57e-04 | t=35.1s +step= 52900 | total=1.8114 | leaf=1.8079 | sharp=0.3541 | balance=0.0001 | lr=1.57e-04 | t=35.1s +step= 53000 | total=1.8159 | leaf=1.8124 | sharp=0.3574 | balance=0.0001 | lr=1.56e-04 | t=35.1s + + [Hierarchy @ step 53000] + L1 K=512 avg_max=0.0076 cov90=421.6 cov85=385.0 cov80=351.0 cov75=319.2 cov70=289.1 cov65=260.5 cov60=233.3 cov50=182.6 + L2 K=64 avg_max=0.8409 cov90=2.4 cov85=2.0 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9183 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 53100 | total=1.8211 | leaf=1.8175 | sharp=0.3632 | balance=0.0001 | lr=1.56e-04 | t=38.3s +step= 53200 | total=1.8376 | leaf=1.8340 | sharp=0.3598 | balance=0.0001 | lr=1.55e-04 | t=35.1s +step= 53300 | total=1.8370 | leaf=1.8334 | sharp=0.3588 | balance=0.0001 | lr=1.55e-04 | t=35.1s +step= 53400 | total=1.7988 | leaf=1.7952 | sharp=0.3563 | balance=0.0001 | lr=1.55e-04 | t=35.1s +step= 53500 | total=1.7382 | leaf=1.7346 | sharp=0.3569 | balance=0.0001 | lr=1.54e-04 | t=35.1s +step= 53600 | total=1.7370 | leaf=1.7335 | sharp=0.3529 | balance=0.0001 | lr=1.54e-04 | t=35.1s +step= 53700 | total=1.9585 | leaf=1.9549 | sharp=0.3585 | balance=0.0001 | lr=1.53e-04 | t=35.1s +step= 53800 | total=1.9519 | leaf=1.9484 | sharp=0.3536 | balance=0.0001 | lr=1.53e-04 | t=35.1s +step= 53900 | total=1.7603 | leaf=1.7568 | sharp=0.3562 | balance=0.0001 | lr=1.52e-04 | t=35.1s +step= 54000 | total=1.6787 | leaf=1.6752 | sharp=0.3538 | balance=0.0001 | lr=1.52e-04 | t=35.1s + + [Hierarchy @ step 54000] + L1 K=512 avg_max=0.0077 cov90=421.5 cov85=384.8 cov80=350.9 cov75=319.0 cov70=288.9 cov65=260.3 cov60=233.1 cov50=182.4 + L2 K=64 avg_max=0.8416 cov90=2.4 cov85=2.0 cov80=1.8 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9188 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 54100 | total=1.7904 | leaf=1.7869 | sharp=0.3550 | balance=0.0001 | lr=1.52e-04 | t=38.7s +step= 54200 | total=1.9451 | leaf=1.9415 | sharp=0.3595 | balance=0.0001 | lr=1.51e-04 | t=35.1s +step= 54300 | total=1.8492 | leaf=1.8456 | sharp=0.3574 | balance=0.0001 | lr=1.51e-04 | t=35.1s +step= 54400 | total=1.8387 | leaf=1.8351 | sharp=0.3585 | balance=0.0001 | lr=1.50e-04 | t=35.1s +step= 54500 | total=1.9330 | leaf=1.9294 | sharp=0.3582 | balance=0.0001 | lr=1.50e-04 | t=35.1s +step= 54600 | total=1.9021 | leaf=1.8985 | sharp=0.3582 | balance=0.0001 | lr=1.49e-04 | t=35.1s +step= 54700 | total=1.7864 | leaf=1.7829 | sharp=0.3497 | balance=0.0001 | lr=1.49e-04 | t=35.1s +step= 54800 | total=1.7348 | leaf=1.7312 | sharp=0.3563 | balance=0.0001 | lr=1.49e-04 | t=35.1s +step= 54900 | total=1.8640 | leaf=1.8604 | sharp=0.3578 | balance=0.0001 | lr=1.48e-04 | t=35.1s +step= 55000 | total=1.7384 | leaf=1.7349 | sharp=0.3555 | balance=0.0001 | lr=1.48e-04 | t=35.1s + + [Hierarchy @ step 55000] + L1 K=512 avg_max=0.0077 cov90=421.4 cov85=384.7 cov80=350.7 cov75=318.9 cov70=288.7 cov65=260.2 cov60=232.9 cov50=182.2 + L2 K=64 avg_max=0.8424 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9191 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.8001 | loss_sharp=0.3577 | loss_total=1.8037 +step= 55100 | total=1.7645 | leaf=1.7610 | sharp=0.3564 | balance=0.0001 | lr=1.47e-04 | t=46.5s +step= 55200 | total=1.8582 | leaf=1.8547 | sharp=0.3522 | balance=0.0001 | lr=1.47e-04 | t=35.1s +step= 55300 | total=1.8702 | leaf=1.8667 | sharp=0.3574 | balance=0.0001 | lr=1.46e-04 | t=35.1s +step= 55400 | total=1.7468 | leaf=1.7434 | sharp=0.3481 | balance=0.0001 | lr=1.46e-04 | t=35.1s +step= 55500 | total=1.7769 | leaf=1.7733 | sharp=0.3577 | balance=0.0001 | lr=1.46e-04 | t=35.1s +step= 55600 | total=1.8190 | leaf=1.8154 | sharp=0.3626 | balance=0.0001 | lr=1.45e-04 | t=35.1s +step= 55700 | total=1.8513 | leaf=1.8478 | sharp=0.3569 | balance=0.0001 | lr=1.45e-04 | t=35.1s +step= 55800 | total=1.9667 | leaf=1.9632 | sharp=0.3542 | balance=0.0001 | lr=1.44e-04 | t=35.1s +step= 55900 | total=1.7490 | leaf=1.7455 | sharp=0.3495 | balance=0.0001 | lr=1.44e-04 | t=35.1s +step= 56000 | total=1.7987 | leaf=1.7952 | sharp=0.3555 | balance=0.0001 | lr=1.43e-04 | t=35.3s + + [Hierarchy @ step 56000] + L1 K=512 avg_max=0.0077 cov90=421.3 cov85=384.6 cov80=350.6 cov75=318.7 cov70=288.6 cov65=260.0 cov60=232.8 cov50=182.1 + L2 K=64 avg_max=0.8431 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9191 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 56100 | total=1.7499 | leaf=1.7463 | sharp=0.3613 | balance=0.0001 | lr=1.43e-04 | t=38.2s +step= 56200 | total=1.7874 | leaf=1.7838 | sharp=0.3573 | balance=0.0001 | lr=1.43e-04 | t=35.1s +step= 56300 | total=1.9068 | leaf=1.9032 | sharp=0.3574 | balance=0.0001 | lr=1.42e-04 | t=35.1s +step= 56400 | total=1.9027 | leaf=1.8991 | sharp=0.3600 | balance=0.0001 | lr=1.42e-04 | t=35.2s +step= 56500 | total=1.6508 | leaf=1.6473 | sharp=0.3494 | balance=0.0001 | lr=1.41e-04 | t=35.1s +step= 56600 | total=1.6422 | leaf=1.6387 | sharp=0.3487 | balance=0.0001 | lr=1.41e-04 | t=35.1s +step= 56700 | total=1.5236 | leaf=1.5200 | sharp=0.3539 | balance=0.0001 | lr=1.40e-04 | t=35.1s +step= 56800 | total=2.0591 | leaf=2.0556 | sharp=0.3542 | balance=0.0001 | lr=1.40e-04 | t=35.1s +step= 56900 | total=1.7580 | leaf=1.7545 | sharp=0.3509 | balance=0.0001 | lr=1.40e-04 | t=35.1s +step= 57000 | total=1.6818 | leaf=1.6783 | sharp=0.3518 | balance=0.0001 | lr=1.39e-04 | t=35.1s + + [Hierarchy @ step 57000] + L1 K=512 avg_max=0.0077 cov90=421.2 cov85=384.5 cov80=350.5 cov75=318.6 cov70=288.5 cov65=259.9 cov60=232.7 cov50=182.0 + L2 K=64 avg_max=0.8436 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.5 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9193 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 57100 | total=1.6959 | leaf=1.6924 | sharp=0.3544 | balance=0.0001 | lr=1.39e-04 | t=38.3s +step= 57200 | total=1.7560 | leaf=1.7524 | sharp=0.3627 | balance=0.0001 | lr=1.38e-04 | t=35.1s +step= 57300 | total=1.6900 | leaf=1.6865 | sharp=0.3512 | balance=0.0001 | lr=1.38e-04 | t=35.1s +step= 57400 | total=1.7089 | leaf=1.7052 | sharp=0.3692 | balance=0.0001 | lr=1.37e-04 | t=35.1s +step= 57500 | total=1.7938 | leaf=1.7903 | sharp=0.3500 | balance=0.0001 | lr=1.37e-04 | t=35.1s +step= 57600 | total=1.7487 | leaf=1.7452 | sharp=0.3564 | balance=0.0001 | lr=1.37e-04 | t=35.1s +step= 57700 | total=1.8016 | leaf=1.7980 | sharp=0.3572 | balance=0.0001 | lr=1.36e-04 | t=35.1s +step= 57800 | total=1.7810 | leaf=1.7774 | sharp=0.3553 | balance=0.0001 | lr=1.36e-04 | t=35.1s +step= 57900 | total=1.8214 | leaf=1.8178 | sharp=0.3610 | balance=0.0001 | lr=1.35e-04 | t=35.1s +step= 58000 | total=2.1108 | leaf=2.1073 | sharp=0.3547 | balance=0.0001 | lr=1.35e-04 | t=35.1s + + [Hierarchy @ step 58000] + L1 K=512 avg_max=0.0078 cov90=421.2 cov85=384.4 cov80=350.4 cov75=318.5 cov70=288.4 cov65=259.8 cov60=232.6 cov50=181.9 + L2 K=64 avg_max=0.8449 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.4 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9195 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 58100 | total=1.8805 | leaf=1.8769 | sharp=0.3587 | balance=0.0001 | lr=1.35e-04 | t=38.3s +step= 58200 | total=1.8463 | leaf=1.8428 | sharp=0.3509 | balance=0.0001 | lr=1.34e-04 | t=35.2s +step= 58300 | total=1.8210 | leaf=1.8175 | sharp=0.3502 | balance=0.0001 | lr=1.34e-04 | t=35.1s +step= 58400 | total=1.8952 | leaf=1.8917 | sharp=0.3540 | balance=0.0001 | lr=1.33e-04 | t=35.1s +step= 58500 | total=1.7492 | leaf=1.7456 | sharp=0.3568 | balance=0.0001 | lr=1.33e-04 | t=35.1s +step= 58600 | total=1.8257 | leaf=1.8221 | sharp=0.3588 | balance=0.0001 | lr=1.32e-04 | t=35.1s +step= 58700 | total=1.7357 | leaf=1.7320 | sharp=0.3604 | balance=0.0001 | lr=1.32e-04 | t=35.1s +step= 58800 | total=1.7698 | leaf=1.7663 | sharp=0.3503 | balance=0.0001 | lr=1.32e-04 | t=35.1s +step= 58900 | total=1.7759 | leaf=1.7723 | sharp=0.3569 | balance=0.0001 | lr=1.31e-04 | t=35.1s +step= 59000 | total=1.7521 | leaf=1.7486 | sharp=0.3491 | balance=0.0001 | lr=1.31e-04 | t=35.3s + + [Hierarchy @ step 59000] + L1 K=512 avg_max=0.0078 cov90=421.1 cov85=384.3 cov80=350.3 cov75=318.4 cov70=288.3 cov65=259.7 cov60=232.5 cov50=181.8 + L2 K=64 avg_max=0.8456 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.4 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9196 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 59100 | total=1.7110 | leaf=1.7074 | sharp=0.3590 | balance=0.0001 | lr=1.30e-04 | t=38.3s +step= 59200 | total=1.9508 | leaf=1.9471 | sharp=0.3640 | balance=0.0001 | lr=1.30e-04 | t=35.1s +step= 59300 | total=1.8384 | leaf=1.8349 | sharp=0.3565 | balance=0.0001 | lr=1.30e-04 | t=35.1s +step= 59400 | total=1.6996 | leaf=1.6960 | sharp=0.3593 | balance=0.0001 | lr=1.29e-04 | t=35.1s +step= 59500 | total=1.7520 | leaf=1.7484 | sharp=0.3554 | balance=0.0001 | lr=1.29e-04 | t=35.1s +step= 59600 | total=1.7541 | leaf=1.7506 | sharp=0.3536 | balance=0.0001 | lr=1.28e-04 | t=35.1s +step= 59700 | total=1.7982 | leaf=1.7946 | sharp=0.3575 | balance=0.0001 | lr=1.28e-04 | t=35.1s +step= 59800 | total=1.8347 | leaf=1.8312 | sharp=0.3525 | balance=0.0001 | lr=1.27e-04 | t=35.1s +step= 59900 | total=1.7516 | leaf=1.7481 | sharp=0.3583 | balance=0.0001 | lr=1.27e-04 | t=35.1s +step= 60000 | total=1.8250 | leaf=1.8213 | sharp=0.3639 | balance=0.0001 | lr=1.27e-04 | t=35.1s + + [Hierarchy @ step 60000] + L1 K=512 avg_max=0.0078 cov90=421.0 cov85=384.3 cov80=350.2 cov75=318.3 cov70=288.2 cov65=259.6 cov60=232.4 cov50=181.7 + L2 K=64 avg_max=0.8467 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.4 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9202 cov90=1.4 cov85=1.3 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.7841 | loss_sharp=0.3548 | loss_total=1.7877 + Saved checkpoint: outputs/sad_new/ckpt_60000.pt +step= 60100 | total=1.8078 | leaf=1.8043 | sharp=0.3537 | balance=0.0001 | lr=1.26e-04 | t=55.3s +step= 60200 | total=1.8237 | leaf=1.8202 | sharp=0.3528 | balance=0.0001 | lr=1.26e-04 | t=35.1s +step= 60300 | total=1.8927 | leaf=1.8891 | sharp=0.3568 | balance=0.0001 | lr=1.25e-04 | t=35.1s +step= 60400 | total=1.6403 | leaf=1.6368 | sharp=0.3557 | balance=0.0001 | lr=1.25e-04 | t=35.1s +step= 60500 | total=1.7971 | leaf=1.7936 | sharp=0.3545 | balance=0.0001 | lr=1.25e-04 | t=35.1s +step= 60600 | total=1.7288 | leaf=1.7253 | sharp=0.3539 | balance=0.0001 | lr=1.24e-04 | t=35.1s +step= 60700 | total=1.8678 | leaf=1.8643 | sharp=0.3524 | balance=0.0001 | lr=1.24e-04 | t=35.1s +step= 60800 | total=1.6627 | leaf=1.6591 | sharp=0.3655 | balance=0.0001 | lr=1.23e-04 | t=35.1s +step= 60900 | total=1.7773 | leaf=1.7738 | sharp=0.3533 | balance=0.0001 | lr=1.23e-04 | t=35.1s +step= 61000 | total=1.8144 | leaf=1.8108 | sharp=0.3569 | balance=0.0001 | lr=1.22e-04 | t=35.1s + + [Hierarchy @ step 61000] + L1 K=512 avg_max=0.0078 cov90=421.0 cov85=384.2 cov80=350.2 cov75=318.2 cov70=288.1 cov65=259.5 cov60=232.3 cov50=181.7 + L2 K=64 avg_max=0.8473 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.4 cov65=1.4 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9205 cov90=1.4 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 61100 | total=1.7999 | leaf=1.7964 | sharp=0.3524 | balance=0.0001 | lr=1.22e-04 | t=38.3s +step= 61200 | total=1.8992 | leaf=1.8957 | sharp=0.3526 | balance=0.0001 | lr=1.22e-04 | t=35.1s +step= 61300 | total=1.8832 | leaf=1.8796 | sharp=0.3579 | balance=0.0001 | lr=1.21e-04 | t=35.1s +step= 61400 | total=1.6387 | leaf=1.6351 | sharp=0.3597 | balance=0.0001 | lr=1.21e-04 | t=35.5s +step= 61500 | total=1.7973 | leaf=1.7937 | sharp=0.3577 | balance=0.0001 | lr=1.20e-04 | t=35.1s +step= 61600 | total=1.7968 | leaf=1.7932 | sharp=0.3503 | balance=0.0001 | lr=1.20e-04 | t=35.1s +step= 61700 | total=1.8250 | leaf=1.8215 | sharp=0.3511 | balance=0.0001 | lr=1.20e-04 | t=35.1s +step= 61800 | total=1.7656 | leaf=1.7621 | sharp=0.3543 | balance=0.0001 | lr=1.19e-04 | t=35.1s +step= 61900 | total=1.7277 | leaf=1.7241 | sharp=0.3574 | balance=0.0001 | lr=1.19e-04 | t=35.1s +step= 62000 | total=1.8455 | leaf=1.8419 | sharp=0.3566 | balance=0.0001 | lr=1.18e-04 | t=35.1s + + [Hierarchy @ step 62000] + L1 K=512 avg_max=0.0078 cov90=421.0 cov85=384.2 cov80=350.1 cov75=318.2 cov70=288.0 cov65=259.5 cov60=232.3 cov50=181.6 + L2 K=64 avg_max=0.8481 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9208 cov90=1.4 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 62100 | total=1.6900 | leaf=1.6865 | sharp=0.3521 | balance=0.0001 | lr=1.18e-04 | t=38.4s +step= 62200 | total=1.7220 | leaf=1.7184 | sharp=0.3579 | balance=0.0001 | lr=1.18e-04 | t=35.1s +step= 62300 | total=1.7788 | leaf=1.7752 | sharp=0.3574 | balance=0.0001 | lr=1.17e-04 | t=35.1s +step= 62400 | total=1.9000 | leaf=1.8965 | sharp=0.3515 | balance=0.0001 | lr=1.17e-04 | t=35.1s +step= 62500 | total=1.8035 | leaf=1.8001 | sharp=0.3463 | balance=0.0001 | lr=1.16e-04 | t=35.2s +step= 62600 | total=1.7191 | leaf=1.7156 | sharp=0.3526 | balance=0.0001 | lr=1.16e-04 | t=35.3s +step= 62700 | total=1.7549 | leaf=1.7514 | sharp=0.3533 | balance=0.0001 | lr=1.16e-04 | t=35.1s +step= 62800 | total=1.7249 | leaf=1.7214 | sharp=0.3484 | balance=0.0001 | lr=1.15e-04 | t=35.2s +step= 62900 | total=1.8192 | leaf=1.8156 | sharp=0.3573 | balance=0.0001 | lr=1.15e-04 | t=35.1s +step= 63000 | total=1.8396 | leaf=1.8360 | sharp=0.3550 | balance=0.0001 | lr=1.14e-04 | t=35.1s + + [Hierarchy @ step 63000] + L1 K=512 avg_max=0.0078 cov90=420.9 cov85=384.1 cov80=350.0 cov75=318.1 cov70=288.0 cov65=259.4 cov60=232.2 cov50=181.5 + L2 K=64 avg_max=0.8487 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9210 cov90=1.4 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 63100 | total=1.7026 | leaf=1.6990 | sharp=0.3527 | balance=0.0001 | lr=1.14e-04 | t=38.4s +step= 63200 | total=1.8288 | leaf=1.8252 | sharp=0.3548 | balance=0.0001 | lr=1.14e-04 | t=35.1s +step= 63300 | total=1.7510 | leaf=1.7475 | sharp=0.3549 | balance=0.0001 | lr=1.13e-04 | t=35.1s +step= 63400 | total=1.7913 | leaf=1.7877 | sharp=0.3586 | balance=0.0001 | lr=1.13e-04 | t=35.1s +step= 63500 | total=1.7611 | leaf=1.7575 | sharp=0.3569 | balance=0.0001 | lr=1.12e-04 | t=35.1s +step= 63600 | total=1.8862 | leaf=1.8827 | sharp=0.3501 | balance=0.0001 | lr=1.12e-04 | t=35.1s +step= 63700 | total=1.8159 | leaf=1.8124 | sharp=0.3536 | balance=0.0001 | lr=1.12e-04 | t=35.1s +step= 63800 | total=1.7314 | leaf=1.7279 | sharp=0.3544 | balance=0.0001 | lr=1.11e-04 | t=35.1s +step= 63900 | total=1.7442 | leaf=1.7406 | sharp=0.3558 | balance=0.0001 | lr=1.11e-04 | t=35.1s +step= 64000 | total=1.8358 | leaf=1.8322 | sharp=0.3593 | balance=0.0001 | lr=1.10e-04 | t=35.1s + + [Hierarchy @ step 64000] + L1 K=512 avg_max=0.0078 cov90=420.9 cov85=384.1 cov80=350.0 cov75=318.1 cov70=287.9 cov65=259.4 cov60=232.2 cov50=181.5 + L2 K=64 avg_max=0.8492 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9214 cov90=1.4 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 64100 | total=1.7813 | leaf=1.7778 | sharp=0.3565 | balance=0.0001 | lr=1.10e-04 | t=38.4s +step= 64200 | total=1.8299 | leaf=1.8263 | sharp=0.3621 | balance=0.0001 | lr=1.10e-04 | t=35.1s +step= 64300 | total=1.7056 | leaf=1.7021 | sharp=0.3576 | balance=0.0001 | lr=1.09e-04 | t=35.1s +step= 64400 | total=1.8493 | leaf=1.8458 | sharp=0.3514 | balance=0.0001 | lr=1.09e-04 | t=35.1s +step= 64500 | total=2.1567 | leaf=2.1532 | sharp=0.3515 | balance=0.0001 | lr=1.08e-04 | t=35.1s +step= 64600 | total=1.7799 | leaf=1.7763 | sharp=0.3615 | balance=0.0001 | lr=1.08e-04 | t=35.1s +step= 64700 | total=1.8225 | leaf=1.8190 | sharp=0.3536 | balance=0.0001 | lr=1.08e-04 | t=35.1s +step= 64800 | total=1.8760 | leaf=1.8725 | sharp=0.3581 | balance=0.0001 | lr=1.07e-04 | t=35.1s +step= 64900 | total=1.4938 | leaf=1.4903 | sharp=0.3564 | balance=0.0001 | lr=1.07e-04 | t=35.1s +step= 65000 | total=1.7486 | leaf=1.7450 | sharp=0.3538 | balance=0.0001 | lr=1.06e-04 | t=35.1s + + [Hierarchy @ step 65000] + L1 K=512 avg_max=0.0078 cov90=420.9 cov85=384.0 cov80=350.0 cov75=318.0 cov70=287.9 cov65=259.3 cov60=232.1 cov50=181.5 + L2 K=64 avg_max=0.8497 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9217 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.7577 | loss_sharp=0.3547 | loss_total=1.7612 +step= 65100 | total=1.7479 | leaf=1.7443 | sharp=0.3534 | balance=0.0001 | lr=1.06e-04 | t=46.7s +step= 65200 | total=1.8274 | leaf=1.8239 | sharp=0.3522 | balance=0.0001 | lr=1.06e-04 | t=35.1s +step= 65300 | total=1.7284 | leaf=1.7249 | sharp=0.3546 | balance=0.0001 | lr=1.05e-04 | t=35.1s +step= 65400 | total=1.7123 | leaf=1.7088 | sharp=0.3505 | balance=0.0001 | lr=1.05e-04 | t=35.1s +step= 65500 | total=1.8885 | leaf=1.8849 | sharp=0.3530 | balance=0.0001 | lr=1.04e-04 | t=35.1s +step= 65600 | total=1.7173 | leaf=1.7137 | sharp=0.3531 | balance=0.0001 | lr=1.04e-04 | t=35.1s +step= 65700 | total=1.8720 | leaf=1.8685 | sharp=0.3516 | balance=0.0001 | lr=1.04e-04 | t=35.1s +step= 65800 | total=1.7023 | leaf=1.6988 | sharp=0.3536 | balance=0.0001 | lr=1.03e-04 | t=35.1s +step= 65900 | total=1.8677 | leaf=1.8641 | sharp=0.3536 | balance=0.0001 | lr=1.03e-04 | t=35.1s +step= 66000 | total=1.8647 | leaf=1.8611 | sharp=0.3588 | balance=0.0001 | lr=1.03e-04 | t=35.1s + + [Hierarchy @ step 66000] + L1 K=512 avg_max=0.0078 cov90=420.8 cov85=384.0 cov80=350.0 cov75=318.0 cov70=287.9 cov65=259.3 cov60=232.1 cov50=181.4 + L2 K=64 avg_max=0.8504 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.6 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9221 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 66100 | total=1.7706 | leaf=1.7671 | sharp=0.3466 | balance=0.0001 | lr=1.02e-04 | t=38.4s +step= 66200 | total=1.6793 | leaf=1.6758 | sharp=0.3511 | balance=0.0001 | lr=1.02e-04 | t=35.1s +step= 66300 | total=1.8469 | leaf=1.8433 | sharp=0.3542 | balance=0.0001 | lr=1.01e-04 | t=35.1s +step= 66400 | total=1.6573 | leaf=1.6538 | sharp=0.3504 | balance=0.0001 | lr=1.01e-04 | t=35.1s +step= 66500 | total=1.6914 | leaf=1.6879 | sharp=0.3554 | balance=0.0001 | lr=1.01e-04 | t=35.1s +step= 66600 | total=1.8409 | leaf=1.8374 | sharp=0.3520 | balance=0.0001 | lr=1.00e-04 | t=35.1s +step= 66700 | total=1.7612 | leaf=1.7577 | sharp=0.3565 | balance=0.0001 | lr=9.99e-05 | t=35.1s +step= 66800 | total=1.7165 | leaf=1.7129 | sharp=0.3572 | balance=0.0001 | lr=9.95e-05 | t=35.1s +step= 66900 | total=1.8148 | leaf=1.8113 | sharp=0.3553 | balance=0.0001 | lr=9.91e-05 | t=35.1s +step= 67000 | total=1.7132 | leaf=1.7097 | sharp=0.3509 | balance=0.0001 | lr=9.88e-05 | t=35.1s + + [Hierarchy @ step 67000] + L1 K=512 avg_max=0.0078 cov90=420.8 cov85=384.0 cov80=349.9 cov75=318.0 cov70=287.9 cov65=259.3 cov60=232.1 cov50=181.4 + L2 K=64 avg_max=0.8506 cov90=2.4 cov85=2.0 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9224 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 67100 | total=1.8094 | leaf=1.8058 | sharp=0.3541 | balance=0.0001 | lr=9.84e-05 | t=38.2s +step= 67200 | total=1.8621 | leaf=1.8586 | sharp=0.3541 | balance=0.0001 | lr=9.80e-05 | t=35.2s +step= 67300 | total=1.8394 | leaf=1.8359 | sharp=0.3512 | balance=0.0001 | lr=9.76e-05 | t=35.2s +step= 67400 | total=1.7442 | leaf=1.7407 | sharp=0.3540 | balance=0.0001 | lr=9.73e-05 | t=35.1s +step= 67500 | total=2.0599 | leaf=2.0563 | sharp=0.3603 | balance=0.0001 | lr=9.69e-05 | t=35.2s +step= 67600 | total=1.7851 | leaf=1.7816 | sharp=0.3553 | balance=0.0001 | lr=9.65e-05 | t=35.1s +step= 67700 | total=1.7883 | leaf=1.7848 | sharp=0.3486 | balance=0.0001 | lr=9.61e-05 | t=35.1s +step= 67800 | total=1.8955 | leaf=1.8920 | sharp=0.3481 | balance=0.0001 | lr=9.58e-05 | t=35.1s +step= 67900 | total=1.7689 | leaf=1.7653 | sharp=0.3534 | balance=0.0001 | lr=9.54e-05 | t=35.1s +step= 68000 | total=1.5889 | leaf=1.5854 | sharp=0.3514 | balance=0.0001 | lr=9.50e-05 | t=35.1s + + [Hierarchy @ step 68000] + L1 K=512 avg_max=0.0078 cov90=420.8 cov85=384.0 cov80=349.9 cov75=318.0 cov70=287.9 cov65=259.3 cov60=232.1 cov50=181.4 + L2 K=64 avg_max=0.8510 cov90=2.4 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9225 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 68100 | total=1.8060 | leaf=1.8025 | sharp=0.3531 | balance=0.0001 | lr=9.46e-05 | t=38.3s +step= 68200 | total=1.6746 | leaf=1.6711 | sharp=0.3561 | balance=0.0001 | lr=9.43e-05 | t=35.1s +step= 68300 | total=1.7991 | leaf=1.7955 | sharp=0.3556 | balance=0.0001 | lr=9.39e-05 | t=35.1s +step= 68400 | total=1.6864 | leaf=1.6829 | sharp=0.3539 | balance=0.0001 | lr=9.35e-05 | t=35.1s +step= 68500 | total=1.7199 | leaf=1.7164 | sharp=0.3528 | balance=0.0001 | lr=9.32e-05 | t=35.1s +step= 68600 | total=1.5439 | leaf=1.5404 | sharp=0.3577 | balance=0.0001 | lr=9.28e-05 | t=35.1s +step= 68700 | total=1.7241 | leaf=1.7205 | sharp=0.3585 | balance=0.0001 | lr=9.24e-05 | t=35.1s +step= 68800 | total=1.7881 | leaf=1.7844 | sharp=0.3636 | balance=0.0001 | lr=9.21e-05 | t=35.1s +step= 68900 | total=1.6286 | leaf=1.6251 | sharp=0.3496 | balance=0.0001 | lr=9.17e-05 | t=35.1s +step= 69000 | total=1.7165 | leaf=1.7130 | sharp=0.3482 | balance=0.0001 | lr=9.14e-05 | t=35.1s + + [Hierarchy @ step 69000] + L1 K=512 avg_max=0.0078 cov90=420.8 cov85=384.0 cov80=349.9 cov75=318.0 cov70=287.9 cov65=259.3 cov60=232.1 cov50=181.4 + L2 K=64 avg_max=0.8515 cov90=2.4 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9228 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 69100 | total=1.6751 | leaf=1.6716 | sharp=0.3498 | balance=0.0001 | lr=9.10e-05 | t=38.3s +step= 69200 | total=1.8102 | leaf=1.8066 | sharp=0.3552 | balance=0.0001 | lr=9.06e-05 | t=35.1s +step= 69300 | total=1.7772 | leaf=1.7737 | sharp=0.3508 | balance=0.0001 | lr=9.03e-05 | t=35.1s +step= 69400 | total=1.6452 | leaf=1.6416 | sharp=0.3547 | balance=0.0001 | lr=8.99e-05 | t=35.2s +step= 69500 | total=1.8436 | leaf=1.8400 | sharp=0.3539 | balance=0.0001 | lr=8.95e-05 | t=35.1s +step= 69600 | total=1.7314 | leaf=1.7279 | sharp=0.3491 | balance=0.0001 | lr=8.92e-05 | t=35.1s +step= 69700 | total=1.6963 | leaf=1.6927 | sharp=0.3618 | balance=0.0001 | lr=8.88e-05 | t=35.1s +step= 69800 | total=2.0383 | leaf=2.0349 | sharp=0.3451 | balance=0.0001 | lr=8.85e-05 | t=35.1s +step= 69900 | total=1.8874 | leaf=1.8839 | sharp=0.3530 | balance=0.0001 | lr=8.81e-05 | t=35.1s +step= 70000 | total=2.1971 | leaf=2.1936 | sharp=0.3494 | balance=0.0001 | lr=8.78e-05 | t=35.1s + + [Hierarchy @ step 70000] + L1 K=512 avg_max=0.0078 cov90=420.8 cov85=384.0 cov80=349.9 cov75=318.0 cov70=287.9 cov65=259.3 cov60=232.1 cov50=181.4 + L2 K=64 avg_max=0.8518 cov90=2.4 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9230 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.7400 | loss_sharp=0.3526 | loss_total=1.7435 + Saved checkpoint: outputs/sad_new/ckpt_70000.pt +step= 70100 | total=1.7270 | leaf=1.7235 | sharp=0.3490 | balance=0.0001 | lr=8.74e-05 | t=55.3s +step= 70200 | total=1.6830 | leaf=1.6793 | sharp=0.3629 | balance=0.0001 | lr=8.71e-05 | t=35.1s +step= 70300 | total=1.6824 | leaf=1.6788 | sharp=0.3554 | balance=0.0001 | lr=8.67e-05 | t=35.1s +step= 70400 | total=1.7830 | leaf=1.7795 | sharp=0.3538 | balance=0.0001 | lr=8.64e-05 | t=35.1s +step= 70500 | total=1.7279 | leaf=1.7243 | sharp=0.3565 | balance=0.0001 | lr=8.60e-05 | t=35.1s +step= 70600 | total=1.7610 | leaf=1.7575 | sharp=0.3526 | balance=0.0001 | lr=8.56e-05 | t=35.1s +step= 70700 | total=1.5516 | leaf=1.5481 | sharp=0.3491 | balance=0.0001 | lr=8.53e-05 | t=35.1s +step= 70800 | total=1.7911 | leaf=1.7876 | sharp=0.3521 | balance=0.0001 | lr=8.50e-05 | t=35.1s +step= 70900 | total=1.7952 | leaf=1.7917 | sharp=0.3575 | balance=0.0001 | lr=8.46e-05 | t=35.1s +step= 71000 | total=1.6711 | leaf=1.6676 | sharp=0.3502 | balance=0.0001 | lr=8.43e-05 | t=35.5s + + [Hierarchy @ step 71000] + L1 K=512 avg_max=0.0078 cov90=420.8 cov85=384.0 cov80=349.9 cov75=318.0 cov70=287.9 cov65=259.3 cov60=232.1 cov50=181.4 + L2 K=64 avg_max=0.8521 cov90=2.4 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9231 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 71100 | total=2.0100 | leaf=2.0064 | sharp=0.3581 | balance=0.0001 | lr=8.39e-05 | t=38.3s +step= 71200 | total=1.6777 | leaf=1.6741 | sharp=0.3572 | balance=0.0001 | lr=8.36e-05 | t=35.1s +step= 71300 | total=1.7164 | leaf=1.7129 | sharp=0.3538 | balance=0.0001 | lr=8.32e-05 | t=35.1s +step= 71400 | total=1.6736 | leaf=1.6701 | sharp=0.3506 | balance=0.0001 | lr=8.29e-05 | t=35.1s +step= 71500 | total=1.7366 | leaf=1.7331 | sharp=0.3532 | balance=0.0001 | lr=8.25e-05 | t=35.1s +step= 71600 | total=1.6599 | leaf=1.6563 | sharp=0.3550 | balance=0.0001 | lr=8.22e-05 | t=35.2s +step= 71700 | total=1.7311 | leaf=1.7276 | sharp=0.3561 | balance=0.0001 | lr=8.18e-05 | t=35.1s +step= 71800 | total=1.6632 | leaf=1.6596 | sharp=0.3552 | balance=0.0001 | lr=8.15e-05 | t=35.1s +step= 71900 | total=1.6302 | leaf=1.6267 | sharp=0.3516 | balance=0.0001 | lr=8.12e-05 | t=35.1s +step= 72000 | total=1.8039 | leaf=1.8004 | sharp=0.3564 | balance=0.0001 | lr=8.08e-05 | t=35.5s + + [Hierarchy @ step 72000] + L1 K=512 avg_max=0.0078 cov90=420.8 cov85=384.0 cov80=349.9 cov75=318.0 cov70=287.9 cov65=259.3 cov60=232.1 cov50=181.4 + L2 K=64 avg_max=0.8525 cov90=2.4 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9232 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 72100 | total=1.6681 | leaf=1.6646 | sharp=0.3528 | balance=0.0001 | lr=8.05e-05 | t=38.3s +step= 72200 | total=1.7096 | leaf=1.7061 | sharp=0.3459 | balance=0.0001 | lr=8.02e-05 | t=35.1s +step= 72300 | total=1.7041 | leaf=1.7006 | sharp=0.3533 | balance=0.0001 | lr=7.98e-05 | t=35.1s +step= 72400 | total=1.7476 | leaf=1.7441 | sharp=0.3480 | balance=0.0001 | lr=7.95e-05 | t=35.1s +step= 72500 | total=1.7212 | leaf=1.7177 | sharp=0.3515 | balance=0.0001 | lr=7.91e-05 | t=35.1s +step= 72600 | total=1.7637 | leaf=1.7602 | sharp=0.3551 | balance=0.0001 | lr=7.88e-05 | t=35.1s +step= 72700 | total=1.8240 | leaf=1.8204 | sharp=0.3635 | balance=0.0001 | lr=7.85e-05 | t=35.1s +step= 72800 | total=1.8623 | leaf=1.8588 | sharp=0.3508 | balance=0.0001 | lr=7.82e-05 | t=35.1s +step= 72900 | total=1.6153 | leaf=1.6117 | sharp=0.3513 | balance=0.0001 | lr=7.78e-05 | t=35.1s +step= 73000 | total=1.7860 | leaf=1.7824 | sharp=0.3539 | balance=0.0001 | lr=7.75e-05 | t=35.1s + + [Hierarchy @ step 73000] + L1 K=512 avg_max=0.0078 cov90=420.8 cov85=384.0 cov80=350.0 cov75=318.0 cov70=287.9 cov65=259.3 cov60=232.1 cov50=181.5 + L2 K=64 avg_max=0.8528 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9235 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 73100 | total=1.7443 | leaf=1.7407 | sharp=0.3581 | balance=0.0001 | lr=7.72e-05 | t=38.3s +step= 73200 | total=1.7866 | leaf=1.7830 | sharp=0.3565 | balance=0.0001 | lr=7.68e-05 | t=35.1s +step= 73300 | total=1.8293 | leaf=1.8258 | sharp=0.3474 | balance=0.0001 | lr=7.65e-05 | t=35.1s +step= 73400 | total=1.8452 | leaf=1.8417 | sharp=0.3556 | balance=0.0001 | lr=7.62e-05 | t=35.1s +step= 73500 | total=1.8850 | leaf=1.8814 | sharp=0.3546 | balance=0.0001 | lr=7.59e-05 | t=35.1s +step= 73600 | total=1.7312 | leaf=1.7277 | sharp=0.3554 | balance=0.0001 | lr=7.55e-05 | t=35.1s +step= 73700 | total=1.6865 | leaf=1.6830 | sharp=0.3490 | balance=0.0001 | lr=7.52e-05 | t=35.1s +step= 73800 | total=1.7931 | leaf=1.7895 | sharp=0.3544 | balance=0.0001 | lr=7.49e-05 | t=35.2s +step= 73900 | total=1.5322 | leaf=1.5287 | sharp=0.3472 | balance=0.0001 | lr=7.46e-05 | t=35.1s +step= 74000 | total=1.7683 | leaf=1.7648 | sharp=0.3491 | balance=0.0001 | lr=7.42e-05 | t=35.1s + + [Hierarchy @ step 74000] + L1 K=512 avg_max=0.0078 cov90=420.8 cov85=384.0 cov80=350.0 cov75=318.1 cov70=287.9 cov65=259.3 cov60=232.1 cov50=181.5 + L2 K=64 avg_max=0.8530 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9238 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 74100 | total=1.6039 | leaf=1.6004 | sharp=0.3541 | balance=0.0001 | lr=7.39e-05 | t=38.3s +step= 74200 | total=1.4518 | leaf=1.4482 | sharp=0.3628 | balance=0.0001 | lr=7.36e-05 | t=35.1s +step= 74300 | total=1.7332 | leaf=1.7296 | sharp=0.3571 | balance=0.0001 | lr=7.33e-05 | t=35.1s +step= 74400 | total=1.8671 | leaf=1.8635 | sharp=0.3571 | balance=0.0001 | lr=7.30e-05 | t=35.1s +step= 74500 | total=1.8235 | leaf=1.8199 | sharp=0.3593 | balance=0.0001 | lr=7.26e-05 | t=35.1s +step= 74600 | total=1.7477 | leaf=1.7442 | sharp=0.3506 | balance=0.0001 | lr=7.23e-05 | t=35.2s +step= 74700 | total=1.7812 | leaf=1.7777 | sharp=0.3517 | balance=0.0001 | lr=7.20e-05 | t=35.1s +step= 74800 | total=1.7383 | leaf=1.7348 | sharp=0.3520 | balance=0.0001 | lr=7.17e-05 | t=35.1s +step= 74900 | total=1.7088 | leaf=1.7053 | sharp=0.3480 | balance=0.0001 | lr=7.14e-05 | t=35.1s +step= 75000 | total=1.8056 | leaf=1.8021 | sharp=0.3486 | balance=0.0001 | lr=7.11e-05 | t=35.1s + + [Hierarchy @ step 75000] + L1 K=512 avg_max=0.0078 cov90=420.9 cov85=384.0 cov80=350.0 cov75=318.1 cov70=287.9 cov65=259.4 cov60=232.2 cov50=181.5 + L2 K=64 avg_max=0.8533 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.2 + L3 K=8 avg_max=0.9242 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.7227 | loss_sharp=0.3534 | loss_total=1.7262 +step= 75100 | total=1.6874 | leaf=1.6839 | sharp=0.3512 | balance=0.0001 | lr=7.08e-05 | t=46.7s +step= 75200 | total=1.7728 | leaf=1.7693 | sharp=0.3551 | balance=0.0001 | lr=7.05e-05 | t=35.2s +step= 75300 | total=1.7684 | leaf=1.7648 | sharp=0.3572 | balance=0.0001 | lr=7.02e-05 | t=35.1s +step= 75400 | total=1.6134 | leaf=1.6099 | sharp=0.3513 | balance=0.0001 | lr=6.98e-05 | t=35.2s +step= 75500 | total=1.7379 | leaf=1.7344 | sharp=0.3480 | balance=0.0001 | lr=6.95e-05 | t=35.2s +step= 75600 | total=1.6919 | leaf=1.6884 | sharp=0.3533 | balance=0.0001 | lr=6.92e-05 | t=35.1s +step= 75700 | total=1.6374 | leaf=1.6339 | sharp=0.3492 | balance=0.0001 | lr=6.89e-05 | t=35.1s +step= 75800 | total=1.7250 | leaf=1.7215 | sharp=0.3528 | balance=0.0001 | lr=6.86e-05 | t=35.0s +step= 75900 | total=1.9049 | leaf=1.9014 | sharp=0.3562 | balance=0.0001 | lr=6.83e-05 | t=35.1s +step= 76000 | total=1.6532 | leaf=1.6497 | sharp=0.3510 | balance=0.0001 | lr=6.80e-05 | t=35.1s + + [Hierarchy @ step 76000] + L1 K=512 avg_max=0.0078 cov90=420.9 cov85=384.1 cov80=350.0 cov75=318.1 cov70=288.0 cov65=259.4 cov60=232.2 cov50=181.5 + L2 K=64 avg_max=0.8538 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9244 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 76100 | total=1.5318 | leaf=1.5283 | sharp=0.3510 | balance=0.0001 | lr=6.77e-05 | t=38.3s +step= 76200 | total=1.8747 | leaf=1.8712 | sharp=0.3524 | balance=0.0001 | lr=6.74e-05 | t=35.1s +step= 76300 | total=1.7551 | leaf=1.7515 | sharp=0.3566 | balance=0.0001 | lr=6.71e-05 | t=35.2s +step= 76400 | total=1.7224 | leaf=1.7188 | sharp=0.3575 | balance=0.0001 | lr=6.68e-05 | t=35.1s +step= 76500 | total=1.5404 | leaf=1.5369 | sharp=0.3541 | balance=0.0001 | lr=6.65e-05 | t=35.1s +step= 76600 | total=1.6460 | leaf=1.6425 | sharp=0.3493 | balance=0.0001 | lr=6.62e-05 | t=35.1s +step= 76700 | total=1.6933 | leaf=1.6898 | sharp=0.3532 | balance=0.0001 | lr=6.59e-05 | t=35.1s +step= 76800 | total=1.7694 | leaf=1.7658 | sharp=0.3521 | balance=0.0001 | lr=6.56e-05 | t=35.1s +step= 76900 | total=1.6447 | leaf=1.6412 | sharp=0.3452 | balance=0.0001 | lr=6.54e-05 | t=35.2s +step= 77000 | total=1.9499 | leaf=1.9464 | sharp=0.3511 | balance=0.0001 | lr=6.51e-05 | t=35.1s + + [Hierarchy @ step 77000] + L1 K=512 avg_max=0.0078 cov90=420.9 cov85=384.1 cov80=350.0 cov75=318.1 cov70=288.0 cov65=259.4 cov60=232.2 cov50=181.6 + L2 K=64 avg_max=0.8540 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9247 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 77100 | total=1.7523 | leaf=1.7488 | sharp=0.3541 | balance=0.0001 | lr=6.48e-05 | t=38.4s +step= 77200 | total=1.6322 | leaf=1.6287 | sharp=0.3562 | balance=0.0001 | lr=6.45e-05 | t=35.1s +step= 77300 | total=1.6672 | leaf=1.6637 | sharp=0.3460 | balance=0.0001 | lr=6.42e-05 | t=35.1s +step= 77400 | total=1.8783 | leaf=1.8747 | sharp=0.3541 | balance=0.0001 | lr=6.39e-05 | t=35.1s +step= 77500 | total=1.7674 | leaf=1.7639 | sharp=0.3494 | balance=0.0001 | lr=6.36e-05 | t=35.2s +step= 77600 | total=1.6726 | leaf=1.6691 | sharp=0.3477 | balance=0.0001 | lr=6.33e-05 | t=35.1s +step= 77700 | total=1.6867 | leaf=1.6832 | sharp=0.3498 | balance=0.0001 | lr=6.31e-05 | t=35.1s +step= 77800 | total=1.6951 | leaf=1.6916 | sharp=0.3519 | balance=0.0001 | lr=6.28e-05 | t=35.1s +step= 77900 | total=1.7216 | leaf=1.7182 | sharp=0.3440 | balance=0.0001 | lr=6.25e-05 | t=35.1s +step= 78000 | total=1.7335 | leaf=1.7300 | sharp=0.3503 | balance=0.0001 | lr=6.22e-05 | t=35.1s + + [Hierarchy @ step 78000] + L1 K=512 avg_max=0.0078 cov90=420.9 cov85=384.1 cov80=350.1 cov75=318.2 cov70=288.0 cov65=259.4 cov60=232.2 cov50=181.6 + L2 K=64 avg_max=0.8541 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9249 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 78100 | total=1.7889 | leaf=1.7854 | sharp=0.3528 | balance=0.0001 | lr=6.19e-05 | t=38.4s +step= 78200 | total=1.8903 | leaf=1.8867 | sharp=0.3618 | balance=0.0001 | lr=6.16e-05 | t=35.1s +step= 78300 | total=1.8085 | leaf=1.8049 | sharp=0.3561 | balance=0.0001 | lr=6.14e-05 | t=35.1s +step= 78400 | total=1.7561 | leaf=1.7525 | sharp=0.3604 | balance=0.0001 | lr=6.11e-05 | t=35.1s +step= 78500 | total=1.6041 | leaf=1.6006 | sharp=0.3560 | balance=0.0001 | lr=6.08e-05 | t=35.1s +step= 78600 | total=1.6650 | leaf=1.6614 | sharp=0.3584 | balance=0.0001 | lr=6.05e-05 | t=35.2s +step= 78700 | total=1.6518 | leaf=1.6483 | sharp=0.3522 | balance=0.0001 | lr=6.03e-05 | t=35.2s +step= 78800 | total=1.7736 | leaf=1.7701 | sharp=0.3541 | balance=0.0001 | lr=6.00e-05 | t=35.1s +step= 78900 | total=1.6818 | leaf=1.6783 | sharp=0.3462 | balance=0.0001 | lr=5.97e-05 | t=35.1s +step= 79000 | total=1.7850 | leaf=1.7814 | sharp=0.3527 | balance=0.0001 | lr=5.95e-05 | t=35.2s + + [Hierarchy @ step 79000] + L1 K=512 avg_max=0.0078 cov90=420.9 cov85=384.1 cov80=350.1 cov75=318.2 cov70=288.0 cov65=259.5 cov60=232.3 cov50=181.6 + L2 K=64 avg_max=0.8543 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9251 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 79100 | total=1.7275 | leaf=1.7239 | sharp=0.3536 | balance=0.0001 | lr=5.92e-05 | t=38.3s +step= 79200 | total=1.6100 | leaf=1.6065 | sharp=0.3536 | balance=0.0001 | lr=5.89e-05 | t=35.1s +step= 79300 | total=1.5931 | leaf=1.5896 | sharp=0.3498 | balance=0.0001 | lr=5.86e-05 | t=35.1s +step= 79400 | total=1.7405 | leaf=1.7370 | sharp=0.3529 | balance=0.0001 | lr=5.84e-05 | t=35.1s +step= 79500 | total=1.7093 | leaf=1.7058 | sharp=0.3577 | balance=0.0001 | lr=5.81e-05 | t=35.1s +step= 79600 | total=1.8190 | leaf=1.8154 | sharp=0.3564 | balance=0.0001 | lr=5.79e-05 | t=35.1s +step= 79700 | total=1.7831 | leaf=1.7795 | sharp=0.3505 | balance=0.0001 | lr=5.76e-05 | t=35.1s +step= 79800 | total=1.7390 | leaf=1.7355 | sharp=0.3489 | balance=0.0001 | lr=5.73e-05 | t=35.1s +step= 79900 | total=1.9655 | leaf=1.9619 | sharp=0.3594 | balance=0.0001 | lr=5.71e-05 | t=35.1s +step= 80000 | total=1.8672 | leaf=1.8636 | sharp=0.3555 | balance=0.0001 | lr=5.68e-05 | t=35.1s + + [Hierarchy @ step 80000] + L1 K=512 avg_max=0.0078 cov90=420.9 cov85=384.1 cov80=350.1 cov75=318.2 cov70=288.1 cov65=259.5 cov60=232.3 cov50=181.7 + L2 K=64 avg_max=0.8545 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9252 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.7183 | loss_sharp=0.3521 | loss_total=1.7219 + Saved checkpoint: outputs/sad_new/ckpt_80000.pt +step= 80100 | total=1.7439 | leaf=1.7405 | sharp=0.3490 | balance=0.0001 | lr=5.66e-05 | t=55.5s +step= 80200 | total=1.8166 | leaf=1.8131 | sharp=0.3496 | balance=0.0001 | lr=5.63e-05 | t=35.1s +step= 80300 | total=1.9085 | leaf=1.9050 | sharp=0.3546 | balance=0.0001 | lr=5.60e-05 | t=35.1s +step= 80400 | total=1.5505 | leaf=1.5469 | sharp=0.3582 | balance=0.0001 | lr=5.58e-05 | t=35.1s +step= 80500 | total=1.6805 | leaf=1.6770 | sharp=0.3459 | balance=0.0001 | lr=5.55e-05 | t=35.1s +step= 80600 | total=1.7775 | leaf=1.7740 | sharp=0.3556 | balance=0.0001 | lr=5.53e-05 | t=35.1s +step= 80700 | total=1.8656 | leaf=1.8622 | sharp=0.3471 | balance=0.0001 | lr=5.50e-05 | t=35.1s +step= 80800 | total=1.8081 | leaf=1.8046 | sharp=0.3566 | balance=0.0001 | lr=5.48e-05 | t=35.1s +step= 80900 | total=1.6862 | leaf=1.6827 | sharp=0.3521 | balance=0.0001 | lr=5.45e-05 | t=35.1s +step= 81000 | total=1.7232 | leaf=1.7197 | sharp=0.3518 | balance=0.0001 | lr=5.43e-05 | t=35.1s + + [Hierarchy @ step 81000] + L1 K=512 avg_max=0.0078 cov90=421.0 cov85=384.2 cov80=350.1 cov75=318.2 cov70=288.1 cov65=259.5 cov60=232.3 cov50=181.7 + L2 K=64 avg_max=0.8546 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9255 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 81100 | total=1.6576 | leaf=1.6541 | sharp=0.3473 | balance=0.0001 | lr=5.40e-05 | t=38.2s +step= 81200 | total=1.8325 | leaf=1.8289 | sharp=0.3539 | balance=0.0001 | lr=5.38e-05 | t=35.1s +step= 81300 | total=1.8997 | leaf=1.8961 | sharp=0.3590 | balance=0.0001 | lr=5.35e-05 | t=35.1s +step= 81400 | total=1.7839 | leaf=1.7803 | sharp=0.3578 | balance=0.0001 | lr=5.33e-05 | t=35.1s +step= 81500 | total=1.6264 | leaf=1.6228 | sharp=0.3536 | balance=0.0001 | lr=5.31e-05 | t=35.1s +step= 81600 | total=1.8648 | leaf=1.8613 | sharp=0.3531 | balance=0.0001 | lr=5.28e-05 | t=35.2s +step= 81700 | total=1.8692 | leaf=1.8657 | sharp=0.3508 | balance=0.0001 | lr=5.26e-05 | t=35.1s +step= 81800 | total=1.6655 | leaf=1.6620 | sharp=0.3517 | balance=0.0001 | lr=5.23e-05 | t=35.1s +step= 81900 | total=1.8109 | leaf=1.8073 | sharp=0.3556 | balance=0.0001 | lr=5.21e-05 | t=35.1s +step= 82000 | total=1.7156 | leaf=1.7121 | sharp=0.3517 | balance=0.0001 | lr=5.19e-05 | t=35.1s + + [Hierarchy @ step 82000] + L1 K=512 avg_max=0.0078 cov90=421.0 cov85=384.2 cov80=350.2 cov75=318.3 cov70=288.1 cov65=259.6 cov60=232.4 cov50=181.7 + L2 K=64 avg_max=0.8547 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9256 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 82100 | total=1.6198 | leaf=1.6162 | sharp=0.3547 | balance=0.0001 | lr=5.16e-05 | t=38.3s +step= 82200 | total=0.8925 | leaf=0.8890 | sharp=0.3565 | balance=0.0001 | lr=5.14e-05 | t=35.1s +step= 82300 | total=1.7466 | leaf=1.7431 | sharp=0.3563 | balance=0.0001 | lr=5.12e-05 | t=35.1s +step= 82400 | total=1.8521 | leaf=1.8486 | sharp=0.3512 | balance=0.0001 | lr=5.09e-05 | t=35.1s +step= 82500 | total=1.8462 | leaf=1.8426 | sharp=0.3577 | balance=0.0001 | lr=5.07e-05 | t=35.1s +step= 82600 | total=1.5959 | leaf=1.5923 | sharp=0.3538 | balance=0.0001 | lr=5.05e-05 | t=35.2s +step= 82700 | total=1.8377 | leaf=1.8341 | sharp=0.3556 | balance=0.0001 | lr=5.02e-05 | t=35.1s +step= 82800 | total=1.7171 | leaf=1.7136 | sharp=0.3490 | balance=0.0001 | lr=5.00e-05 | t=35.1s +step= 82900 | total=1.7499 | leaf=1.7464 | sharp=0.3535 | balance=0.0001 | lr=4.98e-05 | t=35.1s +step= 83000 | total=1.6530 | leaf=1.6495 | sharp=0.3480 | balance=0.0001 | lr=4.96e-05 | t=35.4s + + [Hierarchy @ step 83000] + L1 K=512 avg_max=0.0078 cov90=421.0 cov85=384.2 cov80=350.2 cov75=318.3 cov70=288.2 cov65=259.6 cov60=232.4 cov50=181.8 + L2 K=64 avg_max=0.8548 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9257 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 83100 | total=1.8237 | leaf=1.8202 | sharp=0.3521 | balance=0.0001 | lr=4.93e-05 | t=38.4s +step= 83200 | total=1.6716 | leaf=1.6680 | sharp=0.3581 | balance=0.0001 | lr=4.91e-05 | t=35.1s +step= 83300 | total=1.6374 | leaf=1.6338 | sharp=0.3559 | balance=0.0001 | lr=4.89e-05 | t=35.1s +step= 83400 | total=1.9357 | leaf=1.9322 | sharp=0.3502 | balance=0.0001 | lr=4.87e-05 | t=35.1s +step= 83500 | total=1.7985 | leaf=1.7949 | sharp=0.3556 | balance=0.0001 | lr=4.84e-05 | t=35.1s +step= 83600 | total=1.7136 | leaf=1.7101 | sharp=0.3530 | balance=0.0001 | lr=4.82e-05 | t=35.1s +step= 83700 | total=1.7078 | leaf=1.7043 | sharp=0.3494 | balance=0.0001 | lr=4.80e-05 | t=35.1s +step= 83800 | total=1.6968 | leaf=1.6934 | sharp=0.3469 | balance=0.0001 | lr=4.78e-05 | t=35.2s +step= 83900 | total=1.6284 | leaf=1.6249 | sharp=0.3507 | balance=0.0001 | lr=4.76e-05 | t=35.1s +step= 84000 | total=1.7405 | leaf=1.7369 | sharp=0.3548 | balance=0.0001 | lr=4.74e-05 | t=35.1s + + [Hierarchy @ step 84000] + L1 K=512 avg_max=0.0078 cov90=421.0 cov85=384.2 cov80=350.2 cov75=318.3 cov70=288.2 cov65=259.6 cov60=232.4 cov50=181.8 + L2 K=64 avg_max=0.8548 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9259 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 84100 | total=1.7464 | leaf=1.7429 | sharp=0.3474 | balance=0.0001 | lr=4.72e-05 | t=38.3s +step= 84200 | total=1.7335 | leaf=1.7299 | sharp=0.3607 | balance=0.0001 | lr=4.69e-05 | t=35.1s +step= 84300 | total=1.6506 | leaf=1.6471 | sharp=0.3538 | balance=0.0001 | lr=4.67e-05 | t=35.1s +step= 84400 | total=1.7316 | leaf=1.7281 | sharp=0.3479 | balance=0.0001 | lr=4.65e-05 | t=35.1s +step= 84500 | total=1.7273 | leaf=1.7238 | sharp=0.3555 | balance=0.0001 | lr=4.63e-05 | t=35.1s +step= 84600 | total=1.7014 | leaf=1.6978 | sharp=0.3539 | balance=0.0001 | lr=4.61e-05 | t=35.1s +step= 84700 | total=1.6264 | leaf=1.6228 | sharp=0.3554 | balance=0.0001 | lr=4.59e-05 | t=35.1s +step= 84800 | total=1.8179 | leaf=1.8144 | sharp=0.3510 | balance=0.0001 | lr=4.57e-05 | t=35.1s +step= 84900 | total=1.6885 | leaf=1.6850 | sharp=0.3510 | balance=0.0001 | lr=4.55e-05 | t=35.1s +step= 85000 | total=1.6497 | leaf=1.6462 | sharp=0.3497 | balance=0.0001 | lr=4.53e-05 | t=35.1s + + [Hierarchy @ step 85000] + L1 K=512 avg_max=0.0078 cov90=421.0 cov85=384.3 cov80=350.3 cov75=318.4 cov70=288.2 cov65=259.7 cov60=232.5 cov50=181.8 + L2 K=64 avg_max=0.8550 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9261 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + + VAL | loss_leaf=1.7054 | loss_sharp=0.3520 | loss_total=1.7089 +step= 85100 | total=1.6829 | leaf=1.6793 | sharp=0.3608 | balance=0.0001 | lr=4.51e-05 | t=46.4s +step= 85200 | total=1.6770 | leaf=1.6735 | sharp=0.3549 | balance=0.0001 | lr=4.49e-05 | t=35.1s +step= 85300 | total=1.6145 | leaf=1.6111 | sharp=0.3424 | balance=0.0001 | lr=4.47e-05 | t=35.1s +step= 85400 | total=2.0018 | leaf=1.9982 | sharp=0.3543 | balance=0.0001 | lr=4.45e-05 | t=35.1s +step= 85500 | total=1.6350 | leaf=1.6314 | sharp=0.3515 | balance=0.0001 | lr=4.43e-05 | t=35.1s +step= 85600 | total=1.7341 | leaf=1.7305 | sharp=0.3576 | balance=0.0001 | lr=4.41e-05 | t=35.1s +step= 85700 | total=1.7370 | leaf=1.7335 | sharp=0.3470 | balance=0.0001 | lr=4.39e-05 | t=35.1s +step= 85800 | total=1.5970 | leaf=1.5934 | sharp=0.3580 | balance=0.0001 | lr=4.37e-05 | t=35.1s +step= 85900 | total=1.6730 | leaf=1.6695 | sharp=0.3527 | balance=0.0001 | lr=4.36e-05 | t=35.1s +step= 86000 | total=1.6518 | leaf=1.6483 | sharp=0.3507 | balance=0.0001 | lr=4.34e-05 | t=35.1s + + [Hierarchy @ step 86000] + L1 K=512 avg_max=0.0078 cov90=421.1 cov85=384.3 cov80=350.3 cov75=318.4 cov70=288.3 cov65=259.7 cov60=232.5 cov50=181.9 + L2 K=64 avg_max=0.8553 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9262 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 86100 | total=1.6664 | leaf=1.6630 | sharp=0.3477 | balance=0.0001 | lr=4.32e-05 | t=38.4s +step= 86200 | total=1.7144 | leaf=1.7109 | sharp=0.3546 | balance=0.0001 | lr=4.30e-05 | t=35.1s +step= 86300 | total=1.7202 | leaf=1.7167 | sharp=0.3500 | balance=0.0001 | lr=4.28e-05 | t=35.1s +step= 86400 | total=1.6419 | leaf=1.6384 | sharp=0.3515 | balance=0.0001 | lr=4.26e-05 | t=35.1s +step= 86500 | total=1.2904 | leaf=1.2870 | sharp=0.3487 | balance=0.0001 | lr=4.24e-05 | t=35.1s +step= 86600 | total=1.7480 | leaf=1.7445 | sharp=0.3544 | balance=0.0001 | lr=4.23e-05 | t=35.1s +step= 86700 | total=1.6164 | leaf=1.6129 | sharp=0.3571 | balance=0.0001 | lr=4.21e-05 | t=35.1s +step= 86800 | total=1.7037 | leaf=1.7002 | sharp=0.3502 | balance=0.0001 | lr=4.19e-05 | t=35.1s +step= 86900 | total=1.7372 | leaf=1.7337 | sharp=0.3485 | balance=0.0001 | lr=4.17e-05 | t=35.1s +step= 87000 | total=1.2349 | leaf=1.2313 | sharp=0.3611 | balance=0.0001 | lr=4.16e-05 | t=35.1s + + [Hierarchy @ step 87000] + L1 K=512 avg_max=0.0078 cov90=421.1 cov85=384.3 cov80=350.3 cov75=318.4 cov70=288.3 cov65=259.8 cov60=232.6 cov50=181.9 + L2 K=64 avg_max=0.8554 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9264 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 87100 | total=1.5177 | leaf=1.5141 | sharp=0.3607 | balance=0.0001 | lr=4.14e-05 | t=38.3s +step= 87200 | total=1.6756 | leaf=1.6721 | sharp=0.3497 | balance=0.0001 | lr=4.12e-05 | t=35.1s +step= 87300 | total=1.7597 | leaf=1.7561 | sharp=0.3518 | balance=0.0001 | lr=4.10e-05 | t=35.1s +step= 87400 | total=1.7249 | leaf=1.7213 | sharp=0.3554 | balance=0.0001 | lr=4.09e-05 | t=35.1s +step= 87500 | total=1.6536 | leaf=1.6500 | sharp=0.3535 | balance=0.0001 | lr=4.07e-05 | t=35.1s +step= 87600 | total=1.6435 | leaf=1.6399 | sharp=0.3555 | balance=0.0001 | lr=4.05e-05 | t=35.1s +step= 87700 | total=1.5962 | leaf=1.5926 | sharp=0.3612 | balance=0.0001 | lr=4.04e-05 | t=35.1s +step= 87800 | total=1.6361 | leaf=1.6326 | sharp=0.3498 | balance=0.0001 | lr=4.02e-05 | t=35.1s +step= 87900 | total=1.7020 | leaf=1.6985 | sharp=0.3553 | balance=0.0001 | lr=4.00e-05 | t=35.1s +step= 88000 | total=1.6415 | leaf=1.6379 | sharp=0.3577 | balance=0.0001 | lr=3.99e-05 | t=35.1s + + [Hierarchy @ step 88000] + L1 K=512 avg_max=0.0078 cov90=421.1 cov85=384.4 cov80=350.4 cov75=318.5 cov70=288.4 cov65=259.8 cov60=232.6 cov50=181.9 + L2 K=64 avg_max=0.8555 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9264 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 88100 | total=1.6003 | leaf=1.5968 | sharp=0.3521 | balance=0.0001 | lr=3.97e-05 | t=38.4s +step= 88200 | total=1.7099 | leaf=1.7064 | sharp=0.3448 | balance=0.0001 | lr=3.95e-05 | t=35.3s +step= 88300 | total=1.7777 | leaf=1.7742 | sharp=0.3493 | balance=0.0001 | lr=3.94e-05 | t=35.1s +step= 88400 | total=1.8624 | leaf=1.8588 | sharp=0.3561 | balance=0.0001 | lr=3.92e-05 | t=35.1s +step= 88500 | total=1.6258 | leaf=1.6224 | sharp=0.3458 | balance=0.0001 | lr=3.91e-05 | t=35.1s +step= 88600 | total=1.6933 | leaf=1.6899 | sharp=0.3491 | balance=0.0001 | lr=3.89e-05 | t=35.1s +step= 88700 | total=1.7754 | leaf=1.7719 | sharp=0.3542 | balance=0.0001 | lr=3.88e-05 | t=35.1s +step= 88800 | total=1.7348 | leaf=1.7313 | sharp=0.3529 | balance=0.0001 | lr=3.86e-05 | t=35.1s +step= 88900 | total=1.5973 | leaf=1.5937 | sharp=0.3544 | balance=0.0001 | lr=3.85e-05 | t=35.2s +step= 89000 | total=1.7785 | leaf=1.7750 | sharp=0.3525 | balance=0.0001 | lr=3.83e-05 | t=35.1s + + [Hierarchy @ step 89000] + L1 K=512 avg_max=0.0078 cov90=421.1 cov85=384.4 cov80=350.4 cov75=318.5 cov70=288.4 cov65=259.8 cov60=232.6 cov50=182.0 + L2 K=64 avg_max=0.8555 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9265 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 89100 | total=1.7889 | leaf=1.7853 | sharp=0.3548 | balance=0.0001 | lr=3.82e-05 | t=38.4s +step= 89200 | total=1.5272 | leaf=1.5235 | sharp=0.3691 | balance=0.0001 | lr=3.80e-05 | t=35.1s +step= 89300 | total=1.6761 | leaf=1.6725 | sharp=0.3576 | balance=0.0001 | lr=3.79e-05 | t=35.1s +step= 89400 | total=1.7819 | leaf=1.7784 | sharp=0.3527 | balance=0.0001 | lr=3.77e-05 | t=35.1s +step= 89500 | total=1.6111 | leaf=1.6076 | sharp=0.3555 | balance=0.0001 | lr=3.76e-05 | t=35.1s +step= 89600 | total=1.6199 | leaf=1.6164 | sharp=0.3522 | balance=0.0001 | lr=3.74e-05 | t=35.1s +step= 89700 | total=1.6649 | leaf=1.6613 | sharp=0.3563 | balance=0.0001 | lr=3.73e-05 | t=35.1s +step= 89800 | total=1.7592 | leaf=1.7557 | sharp=0.3489 | balance=0.0001 | lr=3.72e-05 | t=35.1s +step= 89900 | total=1.7220 | leaf=1.7185 | sharp=0.3473 | balance=0.0001 | lr=3.70e-05 | t=35.1s +step= 90000 | total=1.7918 | leaf=1.7883 | sharp=0.3511 | balance=0.0001 | lr=3.69e-05 | t=35.1s + + [Hierarchy @ step 90000] + L1 K=512 avg_max=0.0078 cov90=421.1 cov85=384.4 cov80=350.4 cov75=318.5 cov70=288.4 cov65=259.9 cov60=232.7 cov50=182.0 + L2 K=64 avg_max=0.8557 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9267 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + + VAL | loss_leaf=1.6957 | loss_sharp=0.3532 | loss_total=1.6992 + Saved checkpoint: outputs/sad_new/ckpt_90000.pt +step= 90100 | total=1.7053 | leaf=1.7018 | sharp=0.3484 | balance=0.0001 | lr=3.67e-05 | t=55.6s +step= 90200 | total=1.6633 | leaf=1.6598 | sharp=0.3528 | balance=0.0001 | lr=3.66e-05 | t=35.1s +step= 90300 | total=1.7718 | leaf=1.7682 | sharp=0.3529 | balance=0.0001 | lr=3.65e-05 | t=35.1s +step= 90400 | total=1.7637 | leaf=1.7602 | sharp=0.3514 | balance=0.0001 | lr=3.63e-05 | t=35.1s +step= 90500 | total=1.7617 | leaf=1.7582 | sharp=0.3523 | balance=0.0001 | lr=3.62e-05 | t=35.1s +step= 90600 | total=1.6561 | leaf=1.6525 | sharp=0.3568 | balance=0.0001 | lr=3.61e-05 | t=35.1s +step= 90700 | total=1.6268 | leaf=1.6233 | sharp=0.3537 | balance=0.0001 | lr=3.60e-05 | t=35.1s +step= 90800 | total=1.7178 | leaf=1.7143 | sharp=0.3499 | balance=0.0001 | lr=3.58e-05 | t=35.1s +step= 90900 | total=1.7440 | leaf=1.7405 | sharp=0.3499 | balance=0.0001 | lr=3.57e-05 | t=35.1s +step= 91000 | total=1.7238 | leaf=1.7203 | sharp=0.3507 | balance=0.0001 | lr=3.56e-05 | t=35.1s + + [Hierarchy @ step 91000] + L1 K=512 avg_max=0.0078 cov90=421.2 cov85=384.4 cov80=350.4 cov75=318.6 cov70=288.5 cov65=259.9 cov60=232.7 cov50=182.0 + L2 K=64 avg_max=0.8558 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9269 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 91100 | total=1.7811 | leaf=1.7776 | sharp=0.3476 | balance=0.0001 | lr=3.55e-05 | t=38.4s +step= 91200 | total=1.5884 | leaf=1.5849 | sharp=0.3477 | balance=0.0001 | lr=3.53e-05 | t=35.1s +step= 91300 | total=1.7224 | leaf=1.7189 | sharp=0.3468 | balance=0.0001 | lr=3.52e-05 | t=35.1s +step= 91400 | total=1.6494 | leaf=1.6459 | sharp=0.3562 | balance=0.0001 | lr=3.51e-05 | t=35.1s +step= 91500 | total=1.8409 | leaf=1.8373 | sharp=0.3561 | balance=0.0001 | lr=3.50e-05 | t=35.1s +step= 91600 | total=1.5188 | leaf=1.5153 | sharp=0.3510 | balance=0.0001 | lr=3.49e-05 | t=35.1s +step= 91700 | total=1.7284 | leaf=1.7248 | sharp=0.3546 | balance=0.0001 | lr=3.48e-05 | t=35.1s +step= 91800 | total=1.7295 | leaf=1.7260 | sharp=0.3560 | balance=0.0001 | lr=3.46e-05 | t=35.2s +step= 91900 | total=1.6510 | leaf=1.6475 | sharp=0.3509 | balance=0.0001 | lr=3.45e-05 | t=35.2s +step= 92000 | total=1.6483 | leaf=1.6448 | sharp=0.3511 | balance=0.0001 | lr=3.44e-05 | t=35.1s + + [Hierarchy @ step 92000] + L1 K=512 avg_max=0.0078 cov90=421.2 cov85=384.5 cov80=350.5 cov75=318.6 cov70=288.5 cov65=259.9 cov60=232.7 cov50=182.1 + L2 K=64 avg_max=0.8559 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9270 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 92100 | total=1.7339 | leaf=1.7303 | sharp=0.3560 | balance=0.0001 | lr=3.43e-05 | t=38.3s +step= 92200 | total=1.6600 | leaf=1.6564 | sharp=0.3546 | balance=0.0001 | lr=3.42e-05 | t=35.1s +step= 92300 | total=1.6132 | leaf=1.6096 | sharp=0.3543 | balance=0.0001 | lr=3.41e-05 | t=35.1s +step= 92400 | total=1.5661 | leaf=1.5625 | sharp=0.3563 | balance=0.0001 | lr=3.40e-05 | t=35.1s +step= 92500 | total=1.6301 | leaf=1.6266 | sharp=0.3505 | balance=0.0001 | lr=3.39e-05 | t=35.1s +step= 92600 | total=1.6109 | leaf=1.6073 | sharp=0.3559 | balance=0.0001 | lr=3.38e-05 | t=35.1s +step= 92700 | total=1.6885 | leaf=1.6850 | sharp=0.3473 | balance=0.0001 | lr=3.37e-05 | t=35.1s +step= 92800 | total=1.7479 | leaf=1.7444 | sharp=0.3530 | balance=0.0001 | lr=3.36e-05 | t=35.1s +step= 92900 | total=1.6891 | leaf=1.6855 | sharp=0.3536 | balance=0.0001 | lr=3.35e-05 | t=35.1s +step= 93000 | total=1.6595 | leaf=1.6559 | sharp=0.3534 | balance=0.0001 | lr=3.34e-05 | t=35.1s + + [Hierarchy @ step 93000] + L1 K=512 avg_max=0.0078 cov90=421.2 cov85=384.5 cov80=350.5 cov75=318.6 cov70=288.5 cov65=260.0 cov60=232.8 cov50=182.1 + L2 K=64 avg_max=0.8559 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9271 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 93100 | total=1.6883 | leaf=1.6847 | sharp=0.3548 | balance=0.0001 | lr=3.33e-05 | t=38.3s +step= 93200 | total=1.8194 | leaf=1.8159 | sharp=0.3526 | balance=0.0001 | lr=3.32e-05 | t=35.1s +step= 93300 | total=1.6828 | leaf=1.6793 | sharp=0.3533 | balance=0.0001 | lr=3.31e-05 | t=35.1s +step= 93400 | total=1.8346 | leaf=1.8311 | sharp=0.3518 | balance=0.0001 | lr=3.30e-05 | t=35.1s +step= 93500 | total=1.7173 | leaf=1.7137 | sharp=0.3591 | balance=0.0001 | lr=3.29e-05 | t=35.1s +step= 93600 | total=1.7216 | leaf=1.7181 | sharp=0.3512 | balance=0.0001 | lr=3.28e-05 | t=35.2s +step= 93700 | total=1.6308 | leaf=1.6273 | sharp=0.3468 | balance=0.0001 | lr=3.27e-05 | t=35.1s +step= 93800 | total=1.7331 | leaf=1.7296 | sharp=0.3470 | balance=0.0001 | lr=3.27e-05 | t=35.1s +step= 93900 | total=1.6960 | leaf=1.6925 | sharp=0.3482 | balance=0.0001 | lr=3.26e-05 | t=35.1s +step= 94000 | total=1.7292 | leaf=1.7256 | sharp=0.3527 | balance=0.0001 | lr=3.25e-05 | t=35.2s + + [Hierarchy @ step 94000] + L1 K=512 avg_max=0.0078 cov90=421.2 cov85=384.5 cov80=350.5 cov75=318.7 cov70=288.6 cov65=260.0 cov60=232.8 cov50=182.1 + L2 K=64 avg_max=0.8559 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9271 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 94100 | total=1.5755 | leaf=1.5719 | sharp=0.3625 | balance=0.0001 | lr=3.24e-05 | t=38.3s +step= 94200 | total=1.8219 | leaf=1.8185 | sharp=0.3482 | balance=0.0001 | lr=3.23e-05 | t=35.2s +step= 94300 | total=1.7393 | leaf=1.7358 | sharp=0.3482 | balance=0.0001 | lr=3.22e-05 | t=35.1s +step= 94400 | total=1.6950 | leaf=1.6915 | sharp=0.3534 | balance=0.0001 | lr=3.22e-05 | t=35.1s +step= 94500 | total=1.7128 | leaf=1.7092 | sharp=0.3615 | balance=0.0001 | lr=3.21e-05 | t=35.1s +step= 94600 | total=1.7841 | leaf=1.7806 | sharp=0.3533 | balance=0.0001 | lr=3.20e-05 | t=35.1s +step= 94700 | total=1.6702 | leaf=1.6667 | sharp=0.3508 | balance=0.0001 | lr=3.19e-05 | t=35.1s +step= 94800 | total=1.6365 | leaf=1.6331 | sharp=0.3430 | balance=0.0001 | lr=3.19e-05 | t=35.1s +step= 94900 | total=1.7077 | leaf=1.7042 | sharp=0.3537 | balance=0.0001 | lr=3.18e-05 | t=35.1s +step= 95000 | total=1.6809 | leaf=1.6774 | sharp=0.3534 | balance=0.0001 | lr=3.17e-05 | t=35.2s + + [Hierarchy @ step 95000] + L1 K=512 avg_max=0.0078 cov90=421.2 cov85=384.5 cov80=350.6 cov75=318.7 cov70=288.6 cov65=260.0 cov60=232.8 cov50=182.2 + L2 K=64 avg_max=0.8560 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9273 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + + VAL | loss_leaf=1.6870 | loss_sharp=0.3526 | loss_total=1.6905 +step= 95100 | total=1.7284 | leaf=1.7248 | sharp=0.3588 | balance=0.0001 | lr=3.17e-05 | t=46.5s +step= 95200 | total=1.6961 | leaf=1.6926 | sharp=0.3557 | balance=0.0001 | lr=3.16e-05 | t=35.1s +step= 95300 | total=1.7099 | leaf=1.7064 | sharp=0.3469 | balance=0.0001 | lr=3.15e-05 | t=35.1s +step= 95400 | total=2.1065 | leaf=2.1029 | sharp=0.3555 | balance=0.0001 | lr=3.15e-05 | t=35.1s +step= 95500 | total=1.6282 | leaf=1.6246 | sharp=0.3594 | balance=0.0001 | lr=3.14e-05 | t=35.3s +step= 95600 | total=1.8000 | leaf=1.7965 | sharp=0.3527 | balance=0.0001 | lr=3.13e-05 | t=35.1s +step= 95700 | total=1.6361 | leaf=1.6326 | sharp=0.3524 | balance=0.0001 | lr=3.13e-05 | t=35.1s +step= 95800 | total=1.6677 | leaf=1.6642 | sharp=0.3488 | balance=0.0001 | lr=3.12e-05 | t=35.1s +step= 95900 | total=1.6956 | leaf=1.6921 | sharp=0.3505 | balance=0.0001 | lr=3.12e-05 | t=35.1s +step= 96000 | total=1.7055 | leaf=1.7020 | sharp=0.3542 | balance=0.0001 | lr=3.11e-05 | t=35.1s + + [Hierarchy @ step 96000] + L1 K=512 avg_max=0.0077 cov90=421.3 cov85=384.6 cov80=350.6 cov75=318.7 cov70=288.6 cov65=260.0 cov60=232.9 cov50=182.2 + L2 K=64 avg_max=0.8559 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9274 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 96100 | total=1.6376 | leaf=1.6341 | sharp=0.3508 | balance=0.0001 | lr=3.11e-05 | t=38.3s +step= 96200 | total=1.6642 | leaf=1.6607 | sharp=0.3532 | balance=0.0001 | lr=3.10e-05 | t=35.1s +step= 96300 | total=1.6253 | leaf=1.6218 | sharp=0.3512 | balance=0.0001 | lr=3.09e-05 | t=35.1s +step= 96400 | total=1.5003 | leaf=1.4968 | sharp=0.3541 | balance=0.0001 | lr=3.09e-05 | t=35.1s +step= 96500 | total=1.6955 | leaf=1.6919 | sharp=0.3606 | balance=0.0001 | lr=3.08e-05 | t=35.1s +step= 96600 | total=1.6802 | leaf=1.6767 | sharp=0.3554 | balance=0.0001 | lr=3.08e-05 | t=35.1s +step= 96700 | total=1.6431 | leaf=1.6397 | sharp=0.3402 | balance=0.0001 | lr=3.08e-05 | t=35.1s +step= 96800 | total=1.6260 | leaf=1.6226 | sharp=0.3470 | balance=0.0001 | lr=3.07e-05 | t=35.1s +step= 96900 | total=1.6463 | leaf=1.6428 | sharp=0.3514 | balance=0.0001 | lr=3.07e-05 | t=35.1s +step= 97000 | total=1.7830 | leaf=1.7794 | sharp=0.3556 | balance=0.0001 | lr=3.06e-05 | t=35.0s + + [Hierarchy @ step 97000] + L1 K=512 avg_max=0.0077 cov90=421.3 cov85=384.6 cov80=350.6 cov75=318.7 cov70=288.6 cov65=260.1 cov60=232.9 cov50=182.2 + L2 K=64 avg_max=0.8560 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9274 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 97100 | total=1.7529 | leaf=1.7494 | sharp=0.3470 | balance=0.0001 | lr=3.06e-05 | t=38.2s +step= 97200 | total=1.6722 | leaf=1.6687 | sharp=0.3488 | balance=0.0001 | lr=3.05e-05 | t=35.1s +step= 97300 | total=1.6552 | leaf=1.6516 | sharp=0.3568 | balance=0.0001 | lr=3.05e-05 | t=35.1s +step= 97400 | total=1.7225 | leaf=1.7189 | sharp=0.3524 | balance=0.0001 | lr=3.05e-05 | t=35.1s +step= 97500 | total=1.7742 | leaf=1.7706 | sharp=0.3570 | balance=0.0001 | lr=3.04e-05 | t=35.1s +step= 97600 | total=1.6925 | leaf=1.6889 | sharp=0.3588 | balance=0.0001 | lr=3.04e-05 | t=35.1s +step= 97700 | total=1.7104 | leaf=1.7069 | sharp=0.3536 | balance=0.0001 | lr=3.04e-05 | t=35.1s +step= 97800 | total=1.6332 | leaf=1.6297 | sharp=0.3496 | balance=0.0001 | lr=3.03e-05 | t=35.1s +step= 97900 | total=1.5387 | leaf=1.5352 | sharp=0.3515 | balance=0.0001 | lr=3.03e-05 | t=35.1s +step= 98000 | total=1.3746 | leaf=1.3710 | sharp=0.3540 | balance=0.0001 | lr=3.03e-05 | t=35.1s + + [Hierarchy @ step 98000] + L1 K=512 avg_max=0.0077 cov90=421.3 cov85=384.6 cov80=350.6 cov75=318.8 cov70=288.7 cov65=260.1 cov60=232.9 cov50=182.2 + L2 K=64 avg_max=0.8561 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9275 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 98100 | total=1.5941 | leaf=1.5906 | sharp=0.3508 | balance=0.0001 | lr=3.03e-05 | t=38.3s +step= 98200 | total=1.6726 | leaf=1.6690 | sharp=0.3556 | balance=0.0001 | lr=3.02e-05 | t=35.1s +step= 98300 | total=1.6347 | leaf=1.6312 | sharp=0.3462 | balance=0.0001 | lr=3.02e-05 | t=35.2s +step= 98400 | total=1.7984 | leaf=1.7948 | sharp=0.3539 | balance=0.0001 | lr=3.02e-05 | t=35.1s +step= 98500 | total=1.6770 | leaf=1.6735 | sharp=0.3532 | balance=0.0001 | lr=3.02e-05 | t=35.2s +step= 98600 | total=1.8283 | leaf=1.8248 | sharp=0.3491 | balance=0.0001 | lr=3.01e-05 | t=35.1s +step= 98700 | total=1.6409 | leaf=1.6373 | sharp=0.3552 | balance=0.0001 | lr=3.01e-05 | t=35.1s +step= 98800 | total=1.5710 | leaf=1.5675 | sharp=0.3504 | balance=0.0001 | lr=3.01e-05 | t=35.2s +step= 98900 | total=1.6796 | leaf=1.6760 | sharp=0.3599 | balance=0.0001 | lr=3.01e-05 | t=35.1s +step= 99000 | total=1.7048 | leaf=1.7012 | sharp=0.3548 | balance=0.0001 | lr=3.01e-05 | t=35.1s + + [Hierarchy @ step 99000] + L1 K=512 avg_max=0.0077 cov90=421.3 cov85=384.6 cov80=350.7 cov75=318.8 cov70=288.7 cov65=260.1 cov60=232.9 cov50=182.3 + L2 K=64 avg_max=0.8560 cov90=2.3 cov85=1.9 cov80=1.7 cov75=1.5 cov70=1.4 cov65=1.3 cov60=1.3 cov50=1.1 + L3 K=8 avg_max=0.9276 cov90=1.3 cov85=1.2 cov80=1.2 cov75=1.1 cov70=1.1 cov65=1.1 cov60=1.0 cov50=1.0 + +step= 99100 | total=1.3600 | leaf=1.3565 | sharp=0.3528 | balance=0.0001 | lr=3.01e-05 | t=38.4s +step= 99200 | total=1.7373 | leaf=1.7337 | sharp=0.3586 | balance=0.0001 | lr=3.00e-05 | t=35.0s +step= 99300 | total=1.6761 | leaf=1.6726 | sharp=0.3505 | balance=0.0001 | lr=3.00e-05 | t=35.0s +step= 99400 | total=1.7801 | leaf=1.7765 | sharp=0.3566 | balance=0.0001 | lr=3.00e-05 | t=35.0s +step= 99500 | total=1.6658 | leaf=1.6624 | sharp=0.3468 | balance=0.0001 | lr=3.00e-05 | t=35.0s +step= 99600 | total=1.6254 | leaf=1.6218 | sharp=0.3510 | balance=0.0001 | lr=3.00e-05 | t=35.0s +step= 99700 | total=1.6812 | leaf=1.6776 | sharp=0.3545 | balance=0.0001 | lr=3.00e-05 | t=35.2s +step= 99800 | total=1.6092 | leaf=1.6057 | sharp=0.3476 | balance=0.0001 | lr=3.00e-05 | t=35.2s +step= 99900 | total=1.6812 | leaf=1.6776 | sharp=0.3570 | balance=0.0001 | lr=3.00e-05 | t=35.3s + Saved checkpoint: outputs/sad_new/ckpt_100000.pt +Training complete. diff --git a/wandb/run-20260415_105700-jarx7vkk/logs/debug-core.log b/wandb/run-20260415_105700-jarx7vkk/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..d1f8a86a209be64147c27c2978ec91939f1a9b7f --- /dev/null +++ b/wandb/run-20260415_105700-jarx7vkk/logs/debug-core.log @@ -0,0 +1,15 @@ +{"time":"2026-04-15T10:57:00.68609062Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmpa43qvk0m/port-700886.txt","pid":700886,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false} +{"time":"2026-04-15T10:57:00.686723132Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":700886} +{"time":"2026-04-15T10:57:00.686715877Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/wandb-700886-705654-1359956263/socket","Net":"unix"}} +{"time":"2026-04-15T10:57:00.86915733Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"} +{"time":"2026-04-15T10:57:00.876433413Z","level":"INFO","msg":"handleInformInit: received","streamId":"jarx7vkk","id":"1(@)"} +{"time":"2026-04-15T10:57:01.731616552Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"jarx7vkk","id":"1(@)"} +{"time":"2026-04-15T10:57:07.56314246Z","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"hlodfw8e6ici"} +{"time":"2026-04-15T20:51:29.647863072Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"1(@)"} +{"time":"2026-04-15T20:51:29.648025971Z","level":"INFO","msg":"server is shutting down"} +{"time":"2026-04-15T20:51:29.648004767Z","level":"INFO","msg":"connection: closing","id":"1(@)"} +{"time":"2026-04-15T20:51:29.648171515Z","level":"INFO","msg":"server: listener closed","addr":{"Name":"/tmp/wandb-700886-705654-1359956263/socket","Net":"unix"}} +{"time":"2026-04-15T20:51:29.6482211Z","level":"INFO","msg":"connection: closed successfully","id":"1(@)"} +{"time":"2026-04-15T20:51:32.540667873Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"1(@)"} +{"time":"2026-04-15T20:51:32.540706056Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"1(@)"} +{"time":"2026-04-15T20:51:32.540722541Z","level":"INFO","msg":"server is closed"} diff --git a/wandb/run-20260415_105700-jarx7vkk/logs/debug-internal.log b/wandb/run-20260415_105700-jarx7vkk/logs/debug-internal.log new file mode 100644 index 0000000000000000000000000000000000000000..e917d725e5cc57c2c198159cd4c576ddca11d809 --- /dev/null +++ b/wandb/run-20260415_105700-jarx7vkk/logs/debug-internal.log @@ -0,0 +1,4656 @@ +{"time":"2026-04-15T10:57:00.876615106Z","level":"INFO","msg":"wandb-core"} +{"time":"2026-04-15T10:57:00.880617507Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"} +{"time":"2026-04-15T10:57:01.731153592Z","level":"INFO","msg":"stream: created new stream","id":"jarx7vkk"} +{"time":"2026-04-15T10:57:01.73129226Z","level":"INFO","msg":"handler: started"} +{"time":"2026-04-15T10:57:01.731587984Z","level":"INFO","msg":"stream: started"} +{"time":"2026-04-15T10:57:01.731643977Z","level":"INFO","msg":"sender: started"} +{"time":"2026-04-15T10:57:01.731631707Z","level":"INFO","msg":"writer: started","stream_id":"jarx7vkk"} +{"time":"2026-04-15T10:57:02.566282824Z","level":"INFO","msg":"filestream: sending request","total_files":1,"console_offset":0,"console_lines":1} +{"time":"2026-04-15T10:57:03.449019082Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-04-15T10:57:17.56641786Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":0,"history_lines":1,"events_offset":0,"events_lines":2,"console_offset":0,"console_lines":2,"uploaded_len":2} +{"time":"2026-04-15T10:57:18.033697133Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-04-15T10:57:32.566458093Z","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":2,"events_lines":2,"console_offset":0,"console_lines":1} +{"time":"2026-04-15T10:57:33.052900834Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-04-15T10:57:47.566930216Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1,"history_lines":1,"events_offset":4,"events_lines":2,"console_offset":0,"console_lines":1} +{"time":"2026-04-15T10:57:48.365727998Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-04-15T10:58:02.566622471Z","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":6,"events_lines":2,"console_offset":0,"console_lines":1} +{"time":"2026-04-15T10:58:03.033672706Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-04-15T10:58:17.567135798Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":2,"history_lines":1,"events_offset":8,"events_lines":2,"console_offset":0,"console_lines":1} +{"time":"2026-04-15T10:58:18.098457498Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-04-15T10:58:32.566751724Z","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":10,"events_lines":2,"console_offset":0,"console_lines":1} +{"time":"2026-04-15T10:58:33.076783408Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-04-15T10:58:47.566631904Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":3,"history_lines":1,"events_offset":12,"events_lines":2,"console_offset":0,"console_lines":1} +{"time":"2026-04-15T10:58:48.159671728Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-04-15T10:59:02.567284263Z","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":14,"events_lines":2,"console_offset":0,"console_lines":1} +{"time":"2026-04-15T10:59:03.900498079Z","level":"INFO","msg":"filestream: request 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+2026-04-15 10:57:02,559 INFO MainThread:700886 [wandb_run.py:_redirect():2465] Redirects installed. +2026-04-15 10:57:02,563 INFO MainThread:700886 [wandb_init.py:init():1082] run started, returning control to user process +2026-04-15 20:51:29,648 INFO wandb-AsyncioManager-main:700886 [service_client.py:_forward_responses():134] Reached EOF. +2026-04-15 20:51:29,649 INFO wandb-AsyncioManager-main:700886 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. diff --git a/wandb/run-20260416_052356-ij1n3ssi/files/output.log b/wandb/run-20260416_052356-ij1n3ssi/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..d4ba34ab22d9a08e2cfb6b9ed9312ff350d92717 --- /dev/null +++ b/wandb/run-20260416_052356-ij1n3ssi/files/output.log @@ -0,0 +1,29 @@ +training: 100%|████████████████████████████████████████████████████████████████████████████████████| 2000/2000 [11:27<00:00, 2.91it/s, leaf=3.2629, lr=3.0e-04] +step= 0 | total=11.0092 | leaf=11.0092 | balance=0.0000 | lr=0.00e+00 | t=0.9s +step= 100 | total=9.9199 | leaf=9.9199 | balance=0.0000 | lr=1.50e-05 | t=34.0s +step= 200 | total=6.7884 | leaf=6.7884 | balance=0.0000 | lr=3.00e-05 | t=34.0s +step= 300 | total=6.4267 | leaf=6.4267 | balance=0.0000 | lr=4.50e-05 | t=34.0s +step= 400 | total=5.4565 | leaf=5.4565 | balance=0.0000 | lr=6.00e-05 | t=34.0s +step= 500 | total=4.7139 | leaf=4.7139 | balance=0.0000 | lr=7.50e-05 | t=34.0s +step= 600 | total=4.3673 | leaf=4.3673 | balance=0.0000 | lr=9.00e-05 | t=34.0s +step= 700 | total=4.2479 | leaf=4.2479 | balance=0.0000 | lr=1.05e-04 | t=34.0s +step= 800 | total=4.0531 | leaf=4.0531 | balance=0.0000 | lr=1.20e-04 | t=34.0s +step= 900 | total=4.1194 | leaf=4.1194 | balance=0.0000 | lr=1.35e-04 | t=34.1s +step= 1000 | total=3.8638 | leaf=3.8638 | balance=0.0000 | lr=1.50e-04 | t=34.0s + + [Hierarchy @ step 1000] + L1 K=512 avg_max=0.0029 cov90=452.0 cov85=423.4 cov80=395.5 cov75=368.1 cov70=341.0 cov65=314.4 cov60=288.1 cov50=236.5 + 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backend +2026-04-16 05:23:56,452 INFO MainThread:1376325 [wandb_init.py:init():895] sending inform_init request +2026-04-16 05:23:56,457 INFO MainThread:1376325 [wandb_init.py:init():903] backend started and connected +2026-04-16 05:23:56,458 INFO MainThread:1376325 [wandb_init.py:init():973] updated telemetry +2026-04-16 05:23:56,461 INFO MainThread:1376325 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout +2026-04-16 05:23:57,774 INFO MainThread:1376325 [wandb_init.py:init():1042] starting run threads in backend +2026-04-16 05:23:57,871 INFO MainThread:1376325 [wandb_run.py:_console_start():2524] atexit reg +2026-04-16 05:23:57,871 INFO MainThread:1376325 [wandb_run.py:_redirect():2373] redirect: wrap_raw +2026-04-16 05:23:57,871 INFO MainThread:1376325 [wandb_run.py:_redirect():2442] Wrapping output streams. +2026-04-16 05:23:57,872 INFO MainThread:1376325 [wandb_run.py:_redirect():2465] Redirects installed. +2026-04-16 05:23:57,876 INFO MainThread:1376325 [wandb_init.py:init():1082] run started, returning control to user process +2026-04-16 05:35:25,951 INFO wandb-AsyncioManager-main:1376325 [service_client.py:_forward_responses():134] Reached EOF. +2026-04-16 05:35:25,952 INFO wandb-AsyncioManager-main:1376325 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. diff --git a/wandb/run-20260416_070117-xbyej3wj/files/output.log b/wandb/run-20260416_070117-xbyej3wj/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..e87b3df383ce43a4f42241cc02702664ff6a945e --- /dev/null +++ b/wandb/run-20260416_070117-xbyej3wj/files/output.log @@ -0,0 +1,158 @@ +training: 20%|████████████████▌ | 2001/10000 [11:24<48:00, 2.78it/s, leaf=3.2974, lr=3.0e-04] +step= 0 | total=11.0092 | leaf=11.0092 | balance=0.0000 | lr=0.00e+00 | t=0.9s +step= 100 | total=9.9199 | leaf=9.9199 | balance=0.0000 | lr=1.50e-05 | t=34.0s +step= 200 | total=6.7880 | leaf=6.7880 | balance=0.0000 | lr=3.00e-05 | t=34.0s +step= 300 | total=6.4177 | leaf=6.4177 | balance=0.0000 | lr=4.50e-05 | t=34.0s +step= 400 | total=5.4342 | leaf=5.4342 | balance=0.0000 | lr=6.00e-05 | t=34.0s +step= 500 | total=4.7091 | leaf=4.7091 | balance=0.0000 | lr=7.50e-05 | t=34.0s +step= 600 | total=4.3645 | leaf=4.3645 | balance=0.0000 | lr=9.00e-05 | t=34.0s +step= 700 | total=4.2462 | leaf=4.2462 | balance=0.0000 | lr=1.05e-04 | t=34.0s +step= 800 | total=4.0357 | leaf=4.0357 | balance=0.0000 | lr=1.20e-04 | t=34.0s +step= 900 | total=4.1158 | leaf=4.1158 | balance=0.0000 | lr=1.35e-04 | t=34.0s +step= 1000 | total=3.8700 | leaf=3.8700 | balance=0.0000 | lr=1.50e-04 | t=34.0s + + [Hierarchy @ step 1000] + L1 K=512 avg_max=0.0029 cov90=452.0 cov85=423.4 cov80=395.5 cov75=368.1 cov70=341.0 cov65=314.4 cov60=288.1 cov50=236.5 + L2 K=64 avg_max=0.5681 cov90=14.1 cov85=9.9 cov80=7.2 cov75=5.5 cov70=4.3 cov65=3.5 cov60=2.8 cov50=2.0 + L3 K=8 avg_max=0.9081 cov90=1.5 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.0 + +step= 1100 | total=3.8134 | leaf=3.8134 | balance=0.0000 | lr=1.65e-04 | t=37.2s +step= 1200 | total=3.8475 | leaf=3.8475 | balance=0.0000 | lr=1.80e-04 | t=34.0s +step= 1300 | total=3.8278 | leaf=3.8278 | balance=0.0000 | lr=1.95e-04 | t=34.0s +step= 1400 | total=3.5055 | leaf=3.5055 | balance=0.0000 | lr=2.10e-04 | t=34.0s +step= 1500 | total=3.5124 | leaf=3.5124 | balance=0.0000 | lr=2.25e-04 | t=34.0s +step= 1600 | total=3.3257 | leaf=3.3257 | balance=0.0000 | lr=2.40e-04 | t=34.0s +step= 1700 | total=3.4703 | leaf=3.4703 | balance=0.0000 | lr=2.55e-04 | t=34.0s +step= 1800 | total=3.2079 | leaf=3.2079 | balance=0.0000 | lr=2.70e-04 | t=34.0s +step= 1900 | total=3.2754 | leaf=3.2754 | balance=0.0000 | lr=2.85e-04 | t=34.0s +step= 2000 | total=3.2974 | leaf=3.2974 | balance=0.0008 | lr=3.00e-04 | t=34.1s + + [Hierarchy @ step 2000] + L1 K=512 avg_max=0.0034 cov90=451.2 cov85=422.4 cov80=394.3 cov75=366.7 cov70=339.5 cov65=312.8 cov60=286.4 cov50=234.8 + L2 K=64 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lr=2.90e-04 | t=39.4s + + [Hierarchy @ step 3000] + L1 K=512 avg_max=0.0036 cov90=450.3 cov85=421.3 cov80=393.0 cov75=365.2 cov70=338.0 cov65=311.1 cov60=284.7 cov50=233.0 + L2 K=64 avg_max=0.8991 cov90=2.6 cov85=1.9 cov80=1.6 cov75=1.5 cov70=1.3 cov65=1.3 cov60=1.2 cov50=1.1 + L3 K=8 avg_max=0.9754 cov90=1.1 cov85=1.1 cov80=1.1 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 3100 | total=2.9346 | leaf=2.9346 | balance=0.0009 | lr=2.88e-04 | t=39.0s +step= 3200 | total=2.9290 | leaf=2.9290 | balance=0.0009 | lr=2.85e-04 | t=34.9s +step= 3300 | total=2.8209 | leaf=2.8209 | balance=0.0009 | lr=2.83e-04 | t=34.9s +step= 3400 | total=2.9510 | leaf=2.9510 | balance=0.0009 | lr=2.80e-04 | t=34.9s +step= 3500 | total=2.8809 | leaf=2.8809 | balance=0.0009 | lr=2.77e-04 | t=34.8s +step= 3600 | total=2.8193 | leaf=2.8193 | balance=0.0009 | lr=2.74e-04 | t=34.9s +step= 3700 | total=2.9574 | leaf=2.9574 | balance=0.0009 | lr=2.71e-04 | t=34.9s +step= 3800 | total=2.9128 | leaf=2.9128 | balance=0.0009 | lr=2.68e-04 | t=34.9s +step= 3900 | total=2.5105 | leaf=2.5105 | balance=0.0009 | lr=2.64e-04 | t=34.9s +step= 4000 | total=2.8138 | leaf=2.8138 | balance=0.0009 | lr=2.60e-04 | t=34.9s + + [Hierarchy @ step 4000] + L1 K=512 avg_max=0.0038 cov90=449.7 cov85=420.5 cov80=392.1 cov75=364.2 cov70=336.9 cov65=310.0 cov60=283.6 cov50=231.9 + L2 K=64 avg_max=0.9386 cov90=1.8 cov85=1.5 cov80=1.4 cov75=1.3 cov70=1.2 cov65=1.2 cov60=1.1 cov50=1.1 + L3 K=8 avg_max=0.9835 cov90=1.1 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 4100 | total=2.7196 | leaf=2.7196 | balance=0.0009 | lr=2.57e-04 | t=38.1s +step= 4200 | total=3.0509 | leaf=3.0509 | balance=0.0009 | lr=2.53e-04 | t=34.9s +step= 4300 | total=2.6300 | leaf=2.6300 | balance=0.0009 | lr=2.49e-04 | t=34.9s +step= 4400 | total=2.6964 | leaf=2.6964 | balance=0.0009 | lr=2.44e-04 | t=34.9s +step= 4500 | total=2.5759 | leaf=2.5759 | balance=0.0009 | lr=2.40e-04 | t=34.8s +step= 4600 | total=2.6836 | leaf=2.6836 | balance=0.0009 | lr=2.36e-04 | t=34.9s +step= 4700 | total=2.5451 | leaf=2.5451 | balance=0.0009 | lr=2.31e-04 | t=34.8s +step= 4800 | total=2.5902 | leaf=2.5902 | balance=0.0009 | lr=2.26e-04 | t=34.9s +step= 4900 | total=2.6407 | leaf=2.6407 | balance=0.0009 | lr=2.22e-04 | t=34.9s +step= 5000 | total=2.6196 | leaf=2.6196 | balance=0.0009 | lr=2.17e-04 | t=34.9s + + [Hierarchy @ step 5000] + L1 K=512 avg_max=0.0038 cov90=449.3 cov85=420.0 cov80=391.5 cov75=363.6 cov70=336.2 cov65=309.3 cov60=282.8 cov50=231.1 + L2 K=64 avg_max=0.9560 cov90=1.6 cov85=1.4 cov80=1.3 cov75=1.2 cov70=1.2 cov65=1.1 cov60=1.1 cov50=1.1 + L3 K=8 avg_max=0.9872 cov90=1.1 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + + VAL | loss_leaf=2.6901 | loss_total=2.6901 +step= 5100 | total=2.7528 | leaf=2.7528 | balance=0.0009 | lr=2.12e-04 | t=46.2s +step= 5200 | total=2.7073 | leaf=2.7073 | balance=0.0009 | lr=2.07e-04 | t=34.8s +step= 5300 | total=2.7640 | leaf=2.7640 | balance=0.0009 | lr=2.02e-04 | t=45.2s +step= 5400 | total=2.6065 | leaf=2.6065 | balance=0.0009 | lr=1.97e-04 | t=35.7s +step= 5500 | total=2.6473 | leaf=2.6473 | balance=0.0009 | lr=1.91e-04 | t=34.9s +step= 5600 | total=2.5157 | leaf=2.5157 | balance=0.0009 | lr=1.86e-04 | t=34.9s +step= 5700 | total=2.5820 | leaf=2.5820 | balance=0.0009 | lr=1.81e-04 | t=34.9s +step= 5800 | total=2.6317 | leaf=2.6317 | balance=0.0009 | lr=1.76e-04 | t=34.8s +step= 5900 | total=2.6499 | leaf=2.6499 | balance=0.0009 | lr=1.70e-04 | t=34.8s +step= 6000 | total=2.5511 | leaf=2.5511 | balance=0.0009 | lr=1.65e-04 | t=34.9s + + [Hierarchy @ step 6000] + L1 K=512 avg_max=0.0039 cov90=449.1 cov85=419.7 cov80=391.2 cov75=363.2 cov70=335.8 cov65=308.9 cov60=282.4 cov50=230.7 + L2 K=64 avg_max=0.9640 cov90=1.5 cov85=1.3 cov80=1.2 cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.1 + L3 K=8 avg_max=0.9891 cov90=1.0 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 6100 | total=2.6485 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cov75=1.2 cov70=1.1 cov65=1.1 cov60=1.1 cov50=1.1 + L3 K=8 avg_max=0.9903 cov90=1.0 cov85=1.0 cov80=1.0 cov75=1.0 cov70=1.0 cov65=1.0 cov60=1.0 cov50=1.0 + +step= 7100 | total=2.4704 | leaf=2.4704 | balance=0.0009 | lr=1.08e-04 | t=39.7s +step= 7200 | total=2.5097 | leaf=2.5097 | balance=0.0009 | lr=1.04e-04 | t=34.9s +step= 7300 | total=2.4697 | leaf=2.4697 | balance=0.0009 | lr=9.90e-05 | t=34.9s +step= 7400 | total=2.5644 | leaf=2.5644 | balance=0.0009 | lr=9.45e-05 | t=34.9s +step= 7500 | total=2.9943 | leaf=2.9943 | balance=0.0009 | lr=9.00e-05 | t=34.9s +step= 7600 | total=2.4256 | leaf=2.4256 | balance=0.0009 | lr=8.56e-05 | t=34.9s +step= 7700 | total=2.5022 | leaf=2.5022 | balance=0.0009 | lr=8.14e-05 | t=34.8s +step= 7800 | total=2.4807 | leaf=2.4807 | balance=0.0009 | lr=7.73e-05 | t=34.9s +step= 7900 | total=2.5533 | leaf=2.5533 | balance=0.0009 | lr=7.34e-05 | t=34.9s +step= 8000 | total=2.3760 | leaf=2.3760 | balance=0.0009 | lr=6.95e-05 | t=34.8s + + [Hierarchy @ step 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/home/sunhc/diffusion/sad/wandb/run-20260417_075427-v50e84oi/logs/debug-internal.log +2026-04-17 07:54:27,014 INFO MainThread:2663631 [wandb_init.py:init():844] calling init triggers +2026-04-17 07:54:27,014 INFO MainThread:2663631 [wandb_init.py:init():849] wandb.init called with sweep_config: {} +config: {'model': {'type': 'block_ar', 'vocab_size': 50258, 'hidden_size': 768, 'n_blocks': 12, 'n_heads': 12, 'cond_dim': 128, 'max_seq_len': 512, 'block_size': 8, 'dropout': 0.0, 'num_levels': 2, 'level_sizes': [50258, 128]}, 'ancestor': {'lut_path': 'data/ancestor_lut_50257-128_top3_t1.0.pt', 'proto_path': 'data/hierarchy_prototypes_50257-128.pt'}, 'loss': {'lambda_ancestor': 0.0, 'mask_only': False}, 'training': {'seed': 0, 'batch_size': 64, 'num_steps': 10000, 'lr': 0.0003, 'weight_decay': 0.01, 'grad_clip': 1.0, 'dtype': 'bf16', 'curriculum_type': 'linear', 'curriculum_warmup_steps': 5000, 'max_blocks': 64, 'log_interval': 100, 'eval_interval': 5000, 'save_interval': 10000}, 'data': 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[wandb_init.py:setup_run_log_directory():718] Logging internal logs to /home/sunhc/diffusion/sad/wandb/run-20260417_075829-921e76up/logs/debug-internal.log +2026-04-17 07:58:29,126 INFO MainThread:2673297 [wandb_init.py:init():844] calling init triggers +2026-04-17 07:58:29,126 INFO MainThread:2673297 [wandb_init.py:init():849] wandb.init called with sweep_config: {} +config: {'model': {'type': 'block_ar', 'vocab_size': 50258, 'hidden_size': 768, 'n_blocks': 12, 'n_heads': 12, 'cond_dim': 128, 'max_seq_len': 512, 'block_size': 8, 'dropout': 0.0, 'num_levels': 2, 'level_sizes': [50258, 128]}, 'ancestor': {'lut_path': 'data/ancestor_lut_50257-128_top3_t1.0.pt', 'proto_path': 'data/hierarchy_prototypes_50257-128.pt'}, 'loss': {'lambda_ancestor': 0.0, 'mask_only': False}, 'training': {'seed': 0, 'batch_size': 64, 'num_steps': 10000, 'lr': 0.0003, 'weight_decay': 0.01, 'grad_clip': 1.0, 'dtype': 'bf16', 'curriculum_type': 'linear', 'curriculum_warmup_steps': 5000, 'max_blocks': 64, 'log_interval': 100, 'eval_interval': 5000, 'save_interval': 10000}, 'data': {'dataset': 'openwebtext', 'seq_len': 512, 'cache_dir': 'data/owt_cache', 'num_workers': 4, 'mode': 'subsample'}, 'logging': {'use_wandb': True, 'project': 'sad_block_ar', 'save_dir': 'outputs/sad_block_ar'}, '_wandb': {}} +2026-04-17 07:58:29,127 INFO MainThread:2673297 [wandb_init.py:init():892] starting backend +2026-04-17 07:58:29,351 INFO MainThread:2673297 [wandb_init.py:init():895] sending inform_init request +2026-04-17 07:58:29,355 INFO MainThread:2673297 [wandb_init.py:init():903] backend started and connected +2026-04-17 07:58:29,356 INFO MainThread:2673297 [wandb_init.py:init():973] updated telemetry +2026-04-17 07:58:29,359 INFO MainThread:2673297 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout diff --git a/wandb/run-20260417_080427-hcqcloms/files/output.log b/wandb/run-20260417_080427-hcqcloms/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..a939d738db227f417cd7f326e9c4f4ea0b6bae33 --- /dev/null +++ b/wandb/run-20260417_080427-hcqcloms/files/output.log @@ -0,0 +1,342 @@ +block-ar training: 8%|████▋ | 790/10000 [06:50<1:13:44, 2.08it/s, blks=1, leaf=3.7696, lr=3.0e-04]Traceback (most recent call last): +step= 0 | total=10.9919 | leaf=10.9919 | ancestor=0.0000 | blocks= 1 | lr=0.00e+00 | t=1.5s +step= 100 | total=5.7626 | leaf=5.7626 | ancestor=0.0000 | blocks= 1 | lr=3.00e-04 | t=51.1s +step= 200 | total=4.6367 | leaf=4.6367 | ancestor=0.0000 | blocks= 1 | lr=3.00e-04 | t=50.6s +step= 300 | total=4.1257 | leaf=4.1257 | ancestor=0.0000 | blocks= 1 | lr=3.00e-04 | t=50.4s +step= 400 | total=4.0113 | leaf=4.0113 | ancestor=0.0000 | blocks= 1 | lr=2.99e-04 | t=50.9s +step= 500 | total=3.9122 | leaf=3.9122 | ancestor=0.0000 | blocks= 1 | lr=2.99e-04 | t=52.3s +step= 600 | total=3.5503 | leaf=3.5503 | ancestor=0.0000 | blocks= 1 | lr=2.98e-04 | t=52.6s +step= 700 | total=3.7831 | leaf=3.7831 | ancestor=0.0000 | blocks= 1 | lr=2.98e-04 | t=53.5s + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 553, in + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 473, in main + print( + + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 265, in block_ar_step + def save_checkpoint(step, model, ancestor_table, optimizer, config, + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1643, in forward + else self._run_ddp_forward(*inputs, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1459, in _run_ddp_forward + return self.module(*inputs, **kwargs) # type: ignore[index] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/src/models/sad_model.py", line 424, in forward + return self.forward_vectorized(noisy, clean_embs, attention_mask=attention_mask) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/src/models/sad_model.py", line 306, in forward_vectorized + x = _block_with_flex(block, x, rotary_cos_sin, c, score_mod, L) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/src/models/sad_model.py", line 495, in _block_with_flex + attn_out = flex_attention(q, k, v, score_mod=score_mod) # [B, H, S, d] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/attention/flex_attention.py", line 1353, in flex_attention + out, lse = torch.compile( + ^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 574, in _fn + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/attention/flex_attention.py", line 1340, in _flex_attention_hop_wrapper + def _flex_attention_hop_wrapper(*args, **kwargs): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 745, in _fn + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File ".3", line 14, in forward + flex_attention = torch.ops.higher_order.flex_attention(l_args_0_, l_args_1_, l_args_2_, score_mod_0, (1, 1, l_args_4_2_, l_args_4_3_, None, None, l_args_4_6_, l_args_4_7_, None, None, 1073741824, 1073741824, mask_fn_0), 0.125, {'PRESCALE_QK': False, 'ROWS_GUARANTEED_SAFE': False, 'BLOCKS_ARE_CONTIGUOUS': False, 'OUTPUT_LOGSUMEXP': True}, (), ()); l_args_0_ = l_args_1_ = l_args_2_ = score_mod_0 = l_args_4_2_ = l_args_4_3_ = l_args_4_6_ = l_args_4_7_ = mask_fn_0 = None + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_higher_order_ops/flex_attention.py", line 90, in __call__ + return super().__call__( + ^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 440, in __call__ + return wrapper() + ^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 745, in _fn + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 436, in wrapper + return self.dispatch( + ^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 302, in dispatch + return kernel(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_higher_order_ops/flex_attention.py", line 726, in flex_attention_autograd + fw_graph, bw_graph = create_fw_bw_graph( + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_higher_order_ops/flex_attention.py", line 561, in create_fw_bw_graph + joint_graph = make_fx(joint_f)( + ^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 2196, in wrapped + return make_fx_tracer.trace(f, *args) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 2134, in trace + return self._trace_inner(f, *args) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 2105, in _trace_inner + t = dispatch_trace( + ^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_compile.py", line 32, in inner + return disable_fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 745, in _fn + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 1138, in dispatch_trace + graph = tracer.trace(root, concrete_args) # type: ignore[arg-type] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 745, in _fn + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/_symbolic_trace.py", line 843, in trace + (self.create_arg(fn(*args)),), + ^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 1193, in wrapped + out = f(*tensors) # type:ignore[call-arg] + ^^^^^^^^^^^ + File "", line 1, in + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_higher_order_ops/flex_attention.py", line 557, in joint_f + _, grads = joint(args, optional_grad) + ^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_functorch/_aot_autograd/traced_function_transforms.py", line 280, in inner_fn_with_anomaly + return inner_fn(*args) + ^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_functorch/_aot_autograd/traced_function_transforms.py", line 194, in inner_fn + outs, tangent_mask = fn(*primals) + ^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_higher_order_ops/flex_attention.py", line 550, in fw_with_masks + fw_out = score_mod(*args) + ^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/graph_module.py", line 822, in call_wrapped + return self._wrapped_call(self, *args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/graph_module.py", line 387, in __call__ + return super(self.cls, obj).__call__(*args, **kwargs) # type: ignore[misc] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/_symbolic_trace.py", line 821, in module_call_wrapper + return self.call_module(mod, forward, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 1045, in call_module + return forward(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/_symbolic_trace.py", line 814, in forward + return _orig_module_call(mod, *args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File ".0", line 5, in forward + is_clean_q = child_3 >= 8 + ^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 1241, in __torch_function__ + return func(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/_trace_wrapped_higher_order_op.py", line 142, in __torch_function__ + return func(*args, **(kwargs or {})) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/utils/_stats.py", line 21, in wrapper + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 1343, in __torch_dispatch__ + return proxy_call(self, func, self.pre_dispatch, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 912, in proxy_call + out = func(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 723, in __call__ + return self._op(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/utils/_stats.py", line 21, in wrapper + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 836, in __torch_dispatch__ + with fake_mode: + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1286, in __enter__ + if self.avoid_device_init: + ^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1253, in avoid_device_init + torch.cuda.is_available() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/cuda/__init__.py", line 118, in is_available + if not _is_compiled(): + ^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/cuda/__init__.py", line 107, in _is_compiled + def _is_compiled() -> bool: + +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 553, in +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 473, in main +[rank0]: print( +[rank0]: +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 265, in block_ar_step +[rank0]: def save_checkpoint(step, model, ancestor_table, optimizer, config, +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1643, in forward +[rank0]: else self._run_ddp_forward(*inputs, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1459, in _run_ddp_forward +[rank0]: return self.module(*inputs, **kwargs) # type: ignore[index] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/src/models/sad_model.py", line 424, in forward +[rank0]: return self.forward_vectorized(noisy, clean_embs, attention_mask=attention_mask) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/src/models/sad_model.py", line 306, in forward_vectorized +[rank0]: x = _block_with_flex(block, x, rotary_cos_sin, c, score_mod, L) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/src/models/sad_model.py", line 495, in _block_with_flex +[rank0]: attn_out = flex_attention(q, k, v, score_mod=score_mod) # [B, H, S, d] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/attention/flex_attention.py", line 1353, in flex_attention +[rank0]: out, lse = torch.compile( +[rank0]: ^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 574, in _fn +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/attention/flex_attention.py", line 1340, in _flex_attention_hop_wrapper +[rank0]: def _flex_attention_hop_wrapper(*args, **kwargs): +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 745, in _fn +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File ".3", line 14, in forward +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_higher_order_ops/flex_attention.py", line 90, in __call__ +[rank0]: return super().__call__( +[rank0]: ^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 440, in __call__ +[rank0]: return wrapper() +[rank0]: ^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 745, in _fn +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 436, in wrapper +[rank0]: return self.dispatch( +[rank0]: ^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 302, in dispatch +[rank0]: return kernel(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_higher_order_ops/flex_attention.py", line 726, in flex_attention_autograd +[rank0]: fw_graph, bw_graph = create_fw_bw_graph( +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_higher_order_ops/flex_attention.py", line 561, in create_fw_bw_graph +[rank0]: joint_graph = make_fx(joint_f)( +[rank0]: ^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 2196, in wrapped +[rank0]: return make_fx_tracer.trace(f, *args) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 2134, in trace +[rank0]: return self._trace_inner(f, *args) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 2105, in _trace_inner +[rank0]: t = dispatch_trace( +[rank0]: ^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_compile.py", line 32, in inner +[rank0]: return disable_fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 745, in _fn +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 1138, in dispatch_trace +[rank0]: graph = tracer.trace(root, concrete_args) # type: ignore[arg-type] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 745, in _fn +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/_symbolic_trace.py", line 843, in trace +[rank0]: (self.create_arg(fn(*args)),), +[rank0]: ^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 1193, in wrapped +[rank0]: out = f(*tensors) # type:ignore[call-arg] +[rank0]: ^^^^^^^^^^^ +[rank0]: File "", line 1, in +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_higher_order_ops/flex_attention.py", line 557, in joint_f +[rank0]: _, grads = joint(args, optional_grad) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_functorch/_aot_autograd/traced_function_transforms.py", line 280, in inner_fn_with_anomaly +[rank0]: return inner_fn(*args) +[rank0]: ^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_functorch/_aot_autograd/traced_function_transforms.py", line 194, in inner_fn +[rank0]: outs, tangent_mask = fn(*primals) +[rank0]: ^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_higher_order_ops/flex_attention.py", line 550, in fw_with_masks +[rank0]: fw_out = score_mod(*args) +[rank0]: ^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/graph_module.py", line 822, in call_wrapped +[rank0]: return self._wrapped_call(self, *args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/graph_module.py", line 387, in __call__ +[rank0]: return super(self.cls, obj).__call__(*args, **kwargs) # type: ignore[misc] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/_symbolic_trace.py", line 821, in module_call_wrapper +[rank0]: return self.call_module(mod, forward, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 1045, in call_module +[rank0]: return forward(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/_symbolic_trace.py", line 814, in forward +[rank0]: return _orig_module_call(mod, *args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File ".0", line 5, in forward +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 1241, in __torch_function__ +[rank0]: return func(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/_trace_wrapped_higher_order_op.py", line 142, in __torch_function__ +[rank0]: return func(*args, **(kwargs or {})) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/utils/_stats.py", line 21, in wrapper +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 1343, in __torch_dispatch__ +[rank0]: return proxy_call(self, func, self.pre_dispatch, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/fx/experimental/proxy_tensor.py", line 912, in proxy_call +[rank0]: out = func(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 723, in __call__ +[rank0]: return self._op(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/utils/_stats.py", line 21, in wrapper +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 836, in __torch_dispatch__ +[rank0]: with fake_mode: +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1286, in __enter__ +[rank0]: if self.avoid_device_init: +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1253, in avoid_device_init +[rank0]: torch.cuda.is_available() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/cuda/__init__.py", line 118, in is_available +[rank0]: if not _is_compiled(): +[rank0]: ^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/cuda/__init__.py", line 107, in _is_compiled +[rank0]: def _is_compiled() -> bool: +[rank0]: +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260417_080427-hcqcloms/logs/debug-core.log b/wandb/run-20260417_080427-hcqcloms/logs/debug-core.log new file mode 100644 index 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wandb-AsyncioManager-main:2684875 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. diff --git a/wandb/run-20260417_081324-amdxus18/files/output.log b/wandb/run-20260417_081324-amdxus18/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..4d29fac8230d5a59345993cc482f7c737b9d5e6c --- /dev/null +++ b/wandb/run-20260417_081324-amdxus18/files/output.log @@ -0,0 +1,31 @@ +block-ar training: 6%|████▏ | 306/5000 [12:31<3:14:34, 2.49s/it, leaf=3.3571, lr=3.0e-04]Traceback (most recent call last): +step= 0 | total=11.0256 | leaf=11.0256 | ancestor=0.0000 | lr=0.00e+00 | t=3.4s +step= 100 | total=4.7289 | leaf=4.7289 | ancestor=0.0000 | lr=3.00e-04 | t=244.1s +step= 200 | total=3.5911 | leaf=3.5911 | ancestor=0.0000 | lr=2.99e-04 | t=245.7s +step= 300 | total=3.3356 | leaf=3.3356 | ancestor=0.0000 | lr=2.98e-04 | t=245.8s + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 524, in + if __name__ == "__main__": + ^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 450, in main + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward + torch.autograd.backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward + _engine_run_backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward + return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 524, in +[rank0]: if __name__ == "__main__": +[rank0]: ^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 450, in main +[rank0]: +[rank0]: File 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100 | total=4.7179 | leaf=4.7179 | ancestor=0.0000 | lr=3.00e-04 | t=36.6s +step= 200 | total=3.5896 | leaf=3.5896 | ancestor=0.0000 | lr=2.99e-04 | t=36.8s +step= 300 | total=3.3361 | leaf=3.3361 | ancestor=0.0000 | lr=2.98e-04 | t=36.8s +step= 400 | total=3.1872 | leaf=3.1872 | ancestor=0.0000 | lr=2.97e-04 | t=36.9s +step= 500 | total=3.0455 | leaf=3.0455 | ancestor=0.0000 | lr=2.95e-04 | t=36.9s +step= 600 | total=2.8997 | leaf=2.8997 | ancestor=0.0000 | lr=2.92e-04 | t=37.0s +step= 700 | total=2.8434 | leaf=2.8434 | ancestor=0.0000 | lr=2.89e-04 | t=37.0s +step= 800 | total=2.7669 | leaf=2.7669 | ancestor=0.0000 | lr=2.85e-04 | t=37.0s +step= 900 | total=2.7214 | leaf=2.7214 | ancestor=0.0000 | lr=2.81e-04 | t=37.0s +step= 1000 | total=2.6468 | leaf=2.6468 | ancestor=0.0000 | lr=2.76e-04 | t=37.0s +step= 1100 | total=2.6522 | leaf=2.6522 | ancestor=0.0000 | lr=2.71e-04 | t=37.0s +step= 1200 | total=2.6147 | leaf=2.6147 | ancestor=0.0000 | lr=2.66e-04 | t=37.0s +step= 1300 | 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total=2.3421 | leaf=2.3421 | ancestor=0.0000 | lr=7.34e-05 | t=37.0s +step= 3800 | total=2.2882 | leaf=2.2882 | ancestor=0.0000 | lr=6.73e-05 | t=37.0s +step= 3900 | total=2.3176 | leaf=2.3176 | ancestor=0.0000 | lr=6.16e-05 | t=37.0s +step= 4000 | total=2.2266 | leaf=2.2266 | ancestor=0.0000 | lr=5.63e-05 | t=37.0s +step= 4100 | total=2.2229 | leaf=2.2229 | ancestor=0.0000 | lr=5.14e-05 | t=37.0s +step= 4200 | total=2.3394 | leaf=2.3394 | ancestor=0.0000 | lr=4.70e-05 | t=37.0s +step= 4300 | total=2.2308 | leaf=2.2308 | ancestor=0.0000 | lr=4.31e-05 | t=37.0s +step= 4400 | total=2.2706 | leaf=2.2706 | ancestor=0.0000 | lr=3.97e-05 | t=37.0s +step= 4500 | total=2.2314 | leaf=2.2314 | ancestor=0.0000 | lr=3.67e-05 | t=37.0s +step= 4600 | total=2.2693 | leaf=2.2693 | ancestor=0.0000 | lr=3.43e-05 | t=37.0s +step= 4700 | total=2.2513 | leaf=2.2513 | ancestor=0.0000 | lr=3.24e-05 | t=37.0s +step= 4800 | total=2.1752 | leaf=2.1752 | ancestor=0.0000 | lr=3.11e-05 | t=37.0s +step= 4900 | total=2.1706 | leaf=2.1706 | ancestor=0.0000 | lr=3.03e-05 | t=37.0s + Saved checkpoint: outputs/sad_block_ar/ckpt_5000.pt +Training complete. diff --git a/wandb/run-20260417_084918-3cd1vhd4/logs/debug-core.log b/wandb/run-20260417_084918-3cd1vhd4/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..0f61036dd17f8a6c6741f8a006d55e6f7192f098 --- /dev/null +++ b/wandb/run-20260417_084918-3cd1vhd4/logs/debug-core.log @@ -0,0 +1,15 @@ +{"time":"2026-04-17T08:49:18.595105519Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmpndl8sdd9/port-2814700.txt","pid":2814700,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false} +{"time":"2026-04-17T08:49:18.595590871Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":2814700} +{"time":"2026-04-17T08:49:18.595582619Z","level":"INFO","msg":"server: accepting 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_engine_run_backward + return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 544, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 470, in main +[rank0]: loss.backward() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward +[rank0]: torch.autograd.backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward +[rank0]: _engine_run_backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward +[rank0]: return 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/home/sunhc/diffusion/sad/wandb/run-20260417_105353-nay4kctd/logs/debug.log +2026-04-17 10:53:53,749 INFO MainThread:3220827 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /home/sunhc/diffusion/sad/wandb/run-20260417_105353-nay4kctd/logs/debug-internal.log +2026-04-17 10:53:53,749 INFO MainThread:3220827 [wandb_init.py:init():844] calling init triggers +2026-04-17 10:53:53,749 INFO MainThread:3220827 [wandb_init.py:init():849] wandb.init called with sweep_config: {} +config: {'model': {'type': 'block_ar', 'vocab_size': 50258, 'hidden_size': 768, 'n_blocks': 12, 'n_heads': 12, 'cond_dim': 128, 'max_seq_len': 512, 'block_size': 8, 'dropout': 0.0, 'num_levels': 2, 'level_sizes': [50258, 128]}, 'ancestor': {'lut_path': 'data/ancestor_lut_50257-128_top3_t1.0.pt', 'proto_path': 'data/hierarchy_prototypes_50257-128.pt'}, 'loss': {'lambda_ancestor': 0.0, 'mask_only': False}, 'training': {'seed': 0, 'batch_size': 64, 'num_steps': 5000, 'lr': 0.0003, 'weight_decay': 0.01, 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MainThread:3220827 [wandb_run.py:_console_start():2524] atexit reg +2026-04-17 10:53:55,483 INFO MainThread:3220827 [wandb_run.py:_redirect():2373] redirect: wrap_raw +2026-04-17 10:53:55,483 INFO MainThread:3220827 [wandb_run.py:_redirect():2442] Wrapping output streams. +2026-04-17 10:53:55,483 INFO MainThread:3220827 [wandb_run.py:_redirect():2465] Redirects installed. +2026-04-17 10:53:55,487 INFO MainThread:3220827 [wandb_init.py:init():1082] run started, returning control to user process +2026-04-17 10:54:58,725 INFO wandb-AsyncioManager-main:3220827 [service_client.py:_forward_responses():134] Reached EOF. +2026-04-17 10:54:58,726 INFO wandb-AsyncioManager-main:3220827 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. diff --git a/wandb/run-20260417_105647-grb8agph/files/output.log b/wandb/run-20260417_105647-grb8agph/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..1518580ff9157dca6305618c59cb3afb45698961 --- /dev/null +++ b/wandb/run-20260417_105647-grb8agph/files/output.log @@ -0,0 +1,28 @@ +block-ar training: 0%| | 0/5000 [00:00 will be ignored +block-ar training: 1%|▋ | 47/5000 [00:55<29:50, 2.77it/s, leaf=7.2638, lr=2.8e-04]Traceback (most recent call last): +step= 0 | total=11.0256 | leaf=11.0256 | ancestor=0.0000 | lr=0.00e+00 | t=39.3s + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 545, in + main() + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 471, in main + loss.backward() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward + torch.autograd.backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward + _engine_run_backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward + return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 545, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 471, in main +[rank0]: loss.backward() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward +[rank0]: torch.autograd.backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward +[rank0]: _engine_run_backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward +[rank0]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass +[rank0]: 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with sweep_config: {} +config: {'model': {'type': 'block_ar', 'vocab_size': 50258, 'hidden_size': 768, 'n_blocks': 12, 'n_heads': 12, 'cond_dim': 128, 'max_seq_len': 512, 'block_size': 8, 'dropout': 0.0, 'num_levels': 2, 'level_sizes': [50258, 128]}, 'ancestor': {'lut_path': 'data/ancestor_lut_50257-128_top3_t1.0.pt', 'proto_path': 'data/hierarchy_prototypes_50257-128.pt'}, 'loss': {'lambda_ancestor': 0.0, 'mask_only': False}, 'training': {'seed': 0, 'batch_size': 64, 'num_steps': 5000, 'lr': 0.0003, 'weight_decay': 0.01, 'grad_clip': 1.0, 'dtype': 'bf16', 'log_interval': 100, 'eval_interval': 5000, 'save_interval': 10000}, 'data': {'dataset': 'openwebtext', 'seq_len': 512, 'cache_dir': 'data/owt_cache', 'num_workers': 4, 'mode': 'subsample'}, 'logging': {'use_wandb': True, 'project': 'sad_block_ar', 'save_dir': 'outputs/sad_block_ar'}, '_wandb': {}} +2026-04-17 10:56:47,210 INFO MainThread:3238869 [wandb_init.py:init():892] starting backend +2026-04-17 10:56:47,429 INFO MainThread:3238869 [wandb_init.py:init():895] sending inform_init request +2026-04-17 10:56:47,433 INFO MainThread:3238869 [wandb_init.py:init():903] backend started and connected +2026-04-17 10:56:47,435 INFO MainThread:3238869 [wandb_init.py:init():973] updated telemetry +2026-04-17 10:56:47,437 INFO MainThread:3238869 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout +2026-04-17 10:56:48,867 INFO MainThread:3238869 [wandb_init.py:init():1042] starting run threads in backend +2026-04-17 10:56:48,987 INFO MainThread:3238869 [wandb_run.py:_console_start():2524] atexit reg +2026-04-17 10:56:48,987 INFO MainThread:3238869 [wandb_run.py:_redirect():2373] redirect: wrap_raw +2026-04-17 10:56:48,987 INFO MainThread:3238869 [wandb_run.py:_redirect():2442] Wrapping output streams. +2026-04-17 10:56:48,987 INFO MainThread:3238869 [wandb_run.py:_redirect():2465] Redirects installed. +2026-04-17 10:56:48,991 INFO MainThread:3238869 [wandb_init.py:init():1082] run started, returning control to user process +2026-04-17 10:57:45,232 INFO wandb-AsyncioManager-main:3238869 [service_client.py:_forward_responses():134] Reached EOF. +2026-04-17 10:57:45,232 INFO wandb-AsyncioManager-main:3238869 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. diff --git a/wandb/run-20260417_105828-03gbc4ay/files/output.log b/wandb/run-20260417_105828-03gbc4ay/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..3cf65625fd2a58ee601cac589627a2a5c97a36c3 --- /dev/null +++ b/wandb/run-20260417_105828-03gbc4ay/files/output.log @@ -0,0 +1,35 @@ +block-ar training: 0%| | 0/5000 [00:00 will be ignored +block-ar training: 3%|██ | 140/5000 [01:28<29:23, 2.76it/s, leaf=4.1813, lr=3.0e-04]Traceback (most recent call last): +step= 0 | total=11.0256 | leaf=11.0256 | ancestor=0.0000 | lr=0.00e+00 | t=38.7s +step= 100 | total=4.7191 | leaf=4.7191 | ancestor=0.0000 | lr=3.00e-04 | t=36.1s + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 550, in + main() + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 472, in main + loss, metrics = block_ar_step( + ^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 264, in block_ar_step + loss, metrics = loss_fn( + ^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 550, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 472, in main +[rank0]: loss, metrics = block_ar_step( +[rank0]: ^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 264, in block_ar_step +[rank0]: loss, metrics = loss_fn( +[rank0]: ^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260417_105828-03gbc4ay/logs/debug-core.log b/wandb/run-20260417_105828-03gbc4ay/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..a9b432461f32564e901d68c939ab3b6b7d0b7a1d --- /dev/null +++ b/wandb/run-20260417_105828-03gbc4ay/logs/debug-core.log @@ 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+2026-04-17 10:58:30,008 INFO MainThread:3254635 [wandb_run.py:_redirect():2465] Redirects installed. +2026-04-17 10:58:30,010 INFO MainThread:3254635 [wandb_init.py:init():1082] run started, returning control to user process +2026-04-17 10:59:59,109 INFO wandb-AsyncioManager-main:3254635 [service_client.py:_forward_responses():134] Reached EOF. +2026-04-17 10:59:59,110 INFO wandb-AsyncioManager-main:3254635 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. diff --git a/wandb/run-20260417_110118-ysvrn7or/files/output.log b/wandb/run-20260417_110118-ysvrn7or/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..b15dd4ad5988719e0937840d8fe3cc0df16bf423 --- /dev/null +++ b/wandb/run-20260417_110118-ysvrn7or/files/output.log @@ -0,0 +1,28 @@ +block-ar training: 0%| | 0/5000 [00:00 will be ignored +block-ar training: 1%|▌ | 38/5000 [00:52<29:46, 2.78it/s, leaf=7.4021, lr=2.2e-04]Traceback (most recent call last): +step= 0 | total=11.0256 | leaf=11.0256 | ancestor=0.0000 | lr=0.00e+00 | t=39.1s + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 550, in + main() + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 476, in main + loss.backward() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward + torch.autograd.backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward + _engine_run_backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward + return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 550, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 476, in main +[rank0]: loss.backward() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward +[rank0]: torch.autograd.backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward +[rank0]: _engine_run_backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward +[rank0]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260417_110118-ysvrn7or/logs/debug-core.log b/wandb/run-20260417_110118-ysvrn7or/logs/debug-core.log new file mode 100644 index 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file mode 100644 index 0000000000000000000000000000000000000000..6fd86bd09d9db215dfd32ccbd464e04c675cab63 --- /dev/null +++ b/wandb/run-20260417_110358-941bdbn7/files/output.log @@ -0,0 +1,64 @@ +block-ar training: 0%| | 0/500000 [00:00 will be ignored +block-ar training: 1%|▍ | 2855/500000 [17:57<50:15:55, 2.75it/s, leaf=2.4575, lr=3.0e-04]Traceback (most recent call last): +step= 0 | total=11.0256 | leaf=11.0256 | ancestor=0.0000 | lr=0.00e+00 | t=39.1s +step= 100 | total=9.2571 | leaf=9.2571 | ancestor=0.0000 | lr=1.50e-05 | t=36.1s +step= 200 | total=6.8835 | leaf=6.8835 | ancestor=0.0000 | lr=3.00e-05 | t=36.3s +step= 300 | total=5.2697 | leaf=5.2697 | ancestor=0.0000 | lr=4.50e-05 | t=36.3s +step= 400 | total=4.7753 | leaf=4.7753 | ancestor=0.0000 | lr=6.00e-05 | t=36.3s +step= 500 | total=4.3787 | leaf=4.3787 | ancestor=0.0000 | lr=7.50e-05 | t=36.4s +step= 600 | total=4.0279 | leaf=4.0279 | ancestor=0.0000 | lr=9.00e-05 | t=36.4s +step= 700 | total=3.7670 | leaf=3.7670 | 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ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 2000 | total=2.6613 | leaf=2.6613 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 2100 | total=2.7009 | leaf=2.7009 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 2200 | total=2.5992 | leaf=2.5992 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 2300 | total=2.5785 | leaf=2.5785 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 2400 | total=2.5328 | leaf=2.5328 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 2500 | total=2.5404 | leaf=2.5404 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 2600 | total=2.4896 | leaf=2.4896 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 2700 | total=2.5038 | leaf=2.5038 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 2800 | total=2.4831 | leaf=2.4831 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 550, in + dist.destroy_process_group() + ^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 472, in main + "attention_mask": full_batch["attention_mask"].to(device, non_blocking=True), + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 264, in block_ar_step + ) # [B, L, V] + + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 550, in +[rank0]: dist.destroy_process_group() +[rank0]: ^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 472, in main +[rank0]: "attention_mask": full_batch["attention_mask"].to(device, non_blocking=True), +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 264, in block_ar_step +[rank0]: ) # [B, L, V] +[rank0]: +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260417_110358-941bdbn7/logs/debug-core.log b/wandb/run-20260417_110358-941bdbn7/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..e98455d5238a04d4d6a942ca70bc98a8bdc41a34 --- /dev/null +++ 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| leaf=11.0302 | ancestor=0.0000 | lr=0.00e+00 | t=77.9s + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 554, in + main() + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 492, in main + leaf=fmt_metric(l_leaf), + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 318, in fmt_metric + v = v.item() if hasattr(v, 'item') else float(v) + ^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 554, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 492, in main +[rank0]: leaf=fmt_metric(l_leaf), +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 318, in fmt_metric +[rank0]: v = v.item() if hasattr(v, 'item') else float(v) +[rank0]: ^^^^^^^^ +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260417_112452-33h9e0jd/logs/debug-core.log 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total=2.3282 | leaf=2.3282 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 4400 | total=2.3638 | leaf=2.3638 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 4500 | total=2.3134 | leaf=2.3134 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 4600 | total=2.3414 | leaf=2.3414 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 4700 | total=2.3246 | leaf=2.3246 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 4800 | total=2.2465 | leaf=2.2465 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 4900 | total=2.2347 | leaf=2.2347 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 5000 | total=2.3202 | leaf=2.3202 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s + torch._dynamo.utils.warn_once(msg) + VAL | loss_leaf=2.2871 | loss_ancestor=0.0000 | loss_total=2.2871 +block-ar training: 2%|█ | 8201/500000 [51:01<49:46:10, 2.74it/s, leaf=2.1884, lr=3.0e-04] +step= 5100 | total=2.2524 | leaf=2.2524 | ancestor=0.0000 | lr=3.00e-04 | t=71.1s +step= 5200 | total=2.2553 | leaf=2.2553 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 5300 | total=2.2227 | leaf=2.2227 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 5400 | total=2.2688 | leaf=2.2688 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 5500 | total=2.1521 | leaf=2.1521 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 5600 | total=2.2276 | leaf=2.2276 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 5700 | total=2.3248 | leaf=2.3248 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 5800 | total=2.2660 | leaf=2.2660 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 5900 | total=2.2531 | leaf=2.2531 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 6000 | total=2.2901 | leaf=2.2901 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 6100 | total=2.2875 | leaf=2.2875 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 6200 | total=2.1900 | leaf=2.1900 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 6300 | total=2.1609 | leaf=2.1609 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 6400 | total=2.2182 | leaf=2.2182 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 6500 | total=2.2408 | leaf=2.2408 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 6600 | total=2.2031 | leaf=2.2031 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 6700 | total=2.1874 | leaf=2.1874 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 6800 | total=2.1972 | leaf=2.1972 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 6900 | total=2.1825 | leaf=2.1825 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 7000 | total=2.2738 | leaf=2.2738 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 7100 | total=2.1893 | leaf=2.1893 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 7200 | total=2.2057 | leaf=2.2057 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 7300 | total=2.1449 | leaf=2.1449 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 7400 | total=2.2273 | leaf=2.2273 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 7500 | total=2.2193 | leaf=2.2193 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 7600 | total=2.2203 | leaf=2.2203 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 7700 | total=2.1303 | leaf=2.1303 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 7800 | total=2.2156 | leaf=2.2156 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 7900 | total=2.2013 | leaf=2.2013 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 8000 | total=2.1897 | leaf=2.1897 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 8100 | total=2.1461 | leaf=2.1461 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 8200 | total=2.1884 | leaf=2.1884 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 8300 | total=2.2939 | leaf=2.2939 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 8400 | total=2.1267 | leaf=2.1267 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 8500 | total=2.1931 | leaf=2.1931 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 8600 | total=2.1251 | leaf=2.1251 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 8700 | total=2.2033 | leaf=2.2033 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 8800 | total=2.1246 | leaf=2.1246 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 8900 | total=2.1621 | leaf=2.1621 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9000 | total=2.1566 | leaf=2.1566 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 9100 | total=2.1426 | leaf=2.1426 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9200 | total=2.2062 | leaf=2.2062 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9300 | total=2.0678 | leaf=2.0678 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 9400 | total=2.2085 | leaf=2.2085 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 9500 | total=2.1646 | leaf=2.1646 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 9600 | total=2.1201 | leaf=2.1201 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9700 | total=2.1431 | leaf=2.1431 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 9800 | total=2.1273 | leaf=2.1273 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 9900 | total=2.1541 | leaf=2.1541 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 10000 | total=2.0989 | leaf=2.0989 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s + VAL | loss_leaf=2.1289 | loss_ancestor=0.0000 | loss_total=2.1289 + Saved checkpoint: outputs/sad_block_ar/ckpt_10000.pt +step= 10100 | total=2.1137 | leaf=2.1137 | ancestor=0.0000 | lr=3.00e-04 | t=45.9s +step= 10200 | total=2.1136 | leaf=2.1136 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10300 | total=2.0585 | leaf=2.0585 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10400 | total=2.1510 | leaf=2.1510 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10500 | total=2.0750 | leaf=2.0750 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 10600 | total=2.1351 | leaf=2.1351 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 10700 | total=2.0859 | leaf=2.0859 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 10800 | total=2.1256 | leaf=2.1256 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 10900 | total=2.1276 | leaf=2.1276 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 11000 | total=2.1708 | leaf=2.1708 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 11100 | total=2.1482 | leaf=2.1482 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 11200 | total=2.1165 | leaf=2.1165 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 11300 | total=2.1427 | leaf=2.1427 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 11400 | total=2.1304 | leaf=2.1304 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 11500 | total=2.1108 | leaf=2.1108 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 11600 | total=2.0440 | leaf=2.0440 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 11700 | total=2.1203 | leaf=2.1203 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 11800 | total=2.1907 | leaf=2.1907 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 11900 | total=2.1008 | leaf=2.1008 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 12000 | total=2.0661 | leaf=2.0661 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 12100 | total=2.1260 | leaf=2.1260 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 12200 | total=2.1605 | leaf=2.1605 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 12300 | total=2.0870 | leaf=2.0870 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 12400 | total=2.1660 | leaf=2.1660 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 12500 | total=2.1365 | leaf=2.1365 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 12600 | total=2.0435 | leaf=2.0435 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 12700 | total=2.1496 | leaf=2.1496 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 12800 | total=2.0403 | leaf=2.0403 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 12900 | total=2.0440 | leaf=2.0440 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 13000 | total=2.0530 | leaf=2.0530 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 13100 | total=2.1152 | leaf=2.1152 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 13200 | total=2.0745 | leaf=2.0745 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 13300 | total=2.0537 | leaf=2.0537 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 13400 | total=2.0188 | leaf=2.0188 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 13500 | total=2.1072 | leaf=2.1072 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 13600 | total=2.0935 | leaf=2.0935 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 13700 | total=1.9859 | leaf=1.9859 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 13800 | total=2.0517 | leaf=2.0517 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 13900 | total=2.0985 | leaf=2.0985 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 14000 | total=2.0786 | leaf=2.0786 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 14100 | total=2.0536 | leaf=2.0536 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 14200 | total=2.0743 | leaf=2.0743 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 14300 | total=2.1031 | leaf=2.1031 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 14400 | total=1.9935 | leaf=1.9935 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 14500 | total=2.0044 | leaf=2.0044 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 14600 | total=2.0164 | leaf=2.0164 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 14700 | total=1.9970 | leaf=1.9970 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 14800 | total=2.1243 | leaf=2.1243 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 14900 | total=2.0152 | leaf=2.0152 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 15000 | total=2.0591 | leaf=2.0591 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s + VAL | loss_leaf=2.0511 | loss_ancestor=0.0000 | loss_total=2.0511 +step= 15100 | total=2.0563 | leaf=2.0563 | ancestor=0.0000 | lr=3.00e-04 | t=42.6s +step= 15200 | total=2.0035 | leaf=2.0035 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 15300 | total=2.0647 | leaf=2.0647 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 15400 | total=1.9986 | leaf=1.9986 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 15500 | total=2.0020 | leaf=2.0020 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 15600 | total=2.0583 | leaf=2.0583 | ancestor=0.0000 | lr=3.00e-04 | t=36.4s +step= 15700 | total=2.0475 | leaf=2.0475 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 15800 | total=2.0573 | leaf=2.0573 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 15900 | total=2.0322 | leaf=2.0322 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 16000 | total=2.0911 | leaf=2.0911 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 16100 | total=2.0139 | leaf=2.0139 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 16200 | total=2.0586 | leaf=2.0586 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 16300 | total=2.0205 | leaf=2.0205 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 16400 | total=2.0299 | leaf=2.0299 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 16500 | total=2.0093 | leaf=2.0093 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 16600 | total=2.0190 | leaf=2.0190 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 16700 | total=2.0106 | leaf=2.0106 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 16800 | total=2.0813 | leaf=2.0813 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 16900 | total=2.0136 | leaf=2.0136 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 17000 | total=2.0594 | leaf=2.0594 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 17100 | total=2.0212 | leaf=2.0212 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 17200 | total=2.0271 | leaf=2.0271 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 17300 | total=1.9711 | leaf=1.9711 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 17400 | total=2.0379 | leaf=2.0379 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 17500 | total=1.9923 | leaf=1.9923 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 17600 | total=2.0381 | leaf=2.0381 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 17700 | total=1.9797 | leaf=1.9797 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 17800 | total=1.9661 | leaf=1.9661 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 17900 | total=2.0358 | leaf=2.0358 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 18000 | total=2.0996 | leaf=2.0996 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 18100 | total=2.0338 | leaf=2.0338 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 18200 | total=2.0424 | leaf=2.0424 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 18300 | total=2.0015 | leaf=2.0015 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 18400 | total=2.0140 | leaf=2.0140 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 18500 | total=1.9532 | leaf=1.9532 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 18600 | total=2.0117 | leaf=2.0117 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 18700 | total=2.0099 | leaf=2.0099 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18800 | total=2.0076 | leaf=2.0076 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 18900 | total=2.0107 | leaf=2.0107 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 19000 | total=1.9923 | leaf=1.9923 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 19100 | total=1.9687 | leaf=1.9687 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 19200 | total=2.0774 | leaf=2.0774 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19300 | total=2.0054 | leaf=2.0054 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 19400 | total=1.9952 | leaf=1.9952 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19500 | total=2.0282 | leaf=2.0282 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 19600 | total=1.9570 | leaf=1.9570 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 19700 | total=1.9837 | leaf=1.9837 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 19800 | total=2.0322 | leaf=2.0322 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 19900 | total=1.9733 | leaf=1.9733 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 20000 | total=1.9632 | leaf=1.9632 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s + VAL | loss_leaf=1.9990 | loss_ancestor=0.0000 | loss_total=1.9990 + Saved checkpoint: outputs/sad_block_ar/ckpt_20000.pt +step= 20100 | total=2.0138 | leaf=2.0138 | ancestor=0.0000 | lr=2.99e-04 | t=49.3s +step= 20200 | total=2.0219 | leaf=2.0219 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20300 | total=1.9812 | leaf=1.9812 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 20400 | total=2.0462 | leaf=2.0462 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 20500 | total=2.0153 | leaf=2.0153 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20600 | total=2.0167 | leaf=2.0167 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20700 | total=2.0506 | leaf=2.0506 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 20800 | total=1.9873 | leaf=1.9873 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 20900 | total=1.9666 | leaf=1.9666 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 21000 | total=1.9553 | leaf=1.9553 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 21100 | total=2.0169 | leaf=2.0169 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 21200 | total=2.0420 | leaf=2.0420 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 21300 | total=1.9984 | leaf=1.9984 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 21400 | total=1.9730 | leaf=1.9730 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 21500 | total=2.0128 | leaf=2.0128 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 21600 | total=1.9432 | leaf=1.9432 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 21700 | total=1.9623 | leaf=1.9623 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 21800 | total=2.0575 | leaf=2.0575 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 21900 | total=1.9573 | leaf=1.9573 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 22000 | total=1.9823 | leaf=1.9823 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 22100 | total=1.9519 | leaf=1.9519 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 22200 | total=1.9072 | leaf=1.9072 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22300 | total=1.9701 | leaf=1.9701 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 22400 | total=1.9457 | leaf=1.9457 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 22500 | total=1.9523 | leaf=1.9523 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 22600 | total=1.8892 | leaf=1.8892 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 22700 | total=1.9791 | leaf=1.9791 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 22800 | total=1.9558 | leaf=1.9558 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 22900 | total=1.9093 | leaf=1.9093 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 23000 | total=1.9502 | leaf=1.9502 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 23100 | total=1.9491 | leaf=1.9491 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 23200 | total=1.9894 | leaf=1.9894 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 23300 | total=1.9572 | leaf=1.9572 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 23400 | total=1.9919 | leaf=1.9919 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 23500 | total=1.9861 | leaf=1.9861 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 23600 | total=2.0047 | leaf=2.0047 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 23700 | total=1.9768 | leaf=1.9768 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23800 | total=1.9368 | leaf=1.9368 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 23900 | total=1.9834 | leaf=1.9834 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 24000 | total=2.0189 | leaf=2.0189 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 24100 | total=1.9644 | leaf=1.9644 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 24200 | total=1.9943 | leaf=1.9943 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 24300 | total=1.9955 | leaf=1.9955 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 24400 | total=2.0147 | leaf=2.0147 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 24500 | total=2.0175 | leaf=2.0175 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24600 | total=1.9129 | leaf=1.9129 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24700 | total=1.9863 | leaf=1.9863 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24800 | total=1.9641 | leaf=1.9641 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24900 | total=1.9450 | leaf=1.9450 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 25000 | total=1.9631 | leaf=1.9631 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s + VAL | loss_leaf=1.9668 | loss_ancestor=0.0000 | loss_total=1.9668 +step= 25100 | total=2.0330 | leaf=2.0330 | ancestor=0.0000 | lr=2.99e-04 | t=42.7s +step= 25200 | total=1.9673 | leaf=1.9673 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 25300 | total=1.9421 | leaf=1.9421 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 25400 | total=2.0246 | leaf=2.0246 | ancestor=0.0000 | lr=2.99e-04 | t=36.4s +step= 25500 | total=2.0002 | leaf=2.0002 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 25600 | total=1.9624 | leaf=1.9624 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 25700 | total=1.9372 | leaf=1.9372 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 25800 | total=1.9321 | leaf=1.9321 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 25900 | total=1.9063 | leaf=1.9063 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 26000 | total=1.9669 | leaf=1.9669 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 26100 | total=1.9601 | leaf=1.9601 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26200 | total=1.9531 | leaf=1.9531 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 26300 | total=1.9678 | leaf=1.9678 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 26400 | total=1.9769 | leaf=1.9769 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 26500 | total=1.8937 | leaf=1.8937 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26600 | total=1.9746 | leaf=1.9746 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 26700 | total=1.9365 | leaf=1.9365 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 26800 | total=1.9152 | leaf=1.9152 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26900 | total=1.9476 | leaf=1.9476 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 27000 | total=1.8889 | leaf=1.8889 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27100 | total=1.9613 | leaf=1.9613 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 27200 | total=1.9201 | leaf=1.9201 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27300 | total=1.9777 | leaf=1.9777 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27400 | total=1.9603 | leaf=1.9603 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27500 | total=1.9499 | leaf=1.9499 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 27600 | total=1.8433 | leaf=1.8433 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27700 | total=1.9384 | leaf=1.9384 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27800 | total=1.9807 | leaf=1.9807 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 27900 | total=2.0027 | leaf=2.0027 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 28000 | total=1.9345 | leaf=1.9345 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28100 | total=1.9369 | leaf=1.9369 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28200 | total=1.9073 | leaf=1.9073 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 28300 | total=1.9475 | leaf=1.9475 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 28400 | total=1.9400 | leaf=1.9400 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 28500 | total=1.9625 | leaf=1.9625 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s 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t=36.4s +step= 29800 | total=1.9145 | leaf=1.9145 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29900 | total=1.8853 | leaf=1.8853 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 30000 | total=1.9340 | leaf=1.9340 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s + VAL | loss_leaf=1.9407 | loss_ancestor=0.0000 | loss_total=1.9407 + Saved checkpoint: outputs/sad_block_ar/ckpt_30000.pt +step= 30100 | total=1.9763 | leaf=1.9763 | ancestor=0.0000 | lr=2.98e-04 | t=49.6s +step= 30200 | total=1.9696 | leaf=1.9696 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 30300 | total=2.0310 | leaf=2.0310 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 30400 | total=1.8729 | leaf=1.8729 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 30500 | total=1.9034 | leaf=1.9034 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 30600 | total=1.9025 | leaf=1.9025 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 30700 | total=1.9167 | leaf=1.9167 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 30800 | total=1.9627 | leaf=1.9627 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 30900 | total=1.9298 | leaf=1.9298 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 31000 | total=1.9588 | leaf=1.9588 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 31100 | total=1.9383 | leaf=1.9383 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 31200 | total=1.9391 | leaf=1.9391 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 31300 | total=1.8975 | leaf=1.8975 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 31400 | total=1.9992 | leaf=1.9992 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 31500 | total=1.8983 | leaf=1.8983 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 31600 | total=1.9466 | leaf=1.9466 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 31700 | total=1.9977 | leaf=1.9977 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 31800 | total=1.9593 | leaf=1.9593 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 31900 | total=1.8507 | leaf=1.8507 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 32000 | total=1.9626 | leaf=1.9626 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 32100 | total=1.9688 | leaf=1.9688 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 32200 | total=1.9811 | leaf=1.9811 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 32300 | total=1.9063 | leaf=1.9063 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 32400 | total=1.9064 | leaf=1.9064 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 32500 | total=1.9359 | leaf=1.9359 | ancestor=0.0000 | lr=2.98e-04 | t=36.4s +step= 32600 | total=1.9501 | leaf=1.9501 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 32700 | total=1.9389 | leaf=1.9389 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 32800 | total=1.9161 | leaf=1.9161 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 32900 | total=1.9119 | leaf=1.9119 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 33000 | total=1.8589 | leaf=1.8589 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 33100 | total=1.9245 | leaf=1.9245 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 33200 | total=2.0139 | leaf=2.0139 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 33300 | total=1.9286 | leaf=1.9286 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 33400 | total=1.9969 | leaf=1.9969 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 33500 | total=1.8738 | leaf=1.8738 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 33600 | total=1.9106 | leaf=1.9106 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 33700 | total=1.9076 | leaf=1.9076 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 33800 | total=1.9306 | leaf=1.9306 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 33900 | total=1.9706 | leaf=1.9706 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 34000 | total=2.0007 | leaf=2.0007 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 34100 | total=1.9354 | leaf=1.9354 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 34200 | total=1.9274 | leaf=1.9274 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 34300 | total=1.9053 | leaf=1.9053 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s 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35500 | total=1.9094 | leaf=1.9094 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 35600 | total=1.9696 | leaf=1.9696 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 35700 | total=1.8859 | leaf=1.8859 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 35800 | total=1.8836 | leaf=1.8836 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 35900 | total=1.9141 | leaf=1.9141 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 36000 | total=1.8357 | leaf=1.8357 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 36100 | total=1.9141 | leaf=1.9141 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 36200 | total=1.9132 | leaf=1.9132 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 36300 | total=1.8396 | leaf=1.8396 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 36400 | total=1.9567 | leaf=1.9567 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 36500 | total=1.8347 | leaf=1.8347 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 36600 | total=1.8579 | leaf=1.8579 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s 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t=36.4s +step= 37900 | total=1.9020 | leaf=1.9020 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 38000 | total=1.9838 | leaf=1.9838 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 38100 | total=1.9606 | leaf=1.9606 | ancestor=0.0000 | lr=2.97e-04 | t=36.4s +step= 38200 | total=1.9308 | leaf=1.9308 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 38300 | total=1.8911 | leaf=1.8911 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 38400 | total=1.9616 | leaf=1.9616 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 38500 | total=1.8634 | leaf=1.8634 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 38600 | total=1.9343 | leaf=1.9343 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 38700 | total=1.8872 | leaf=1.8872 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 38800 | total=1.8968 | leaf=1.8968 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 38900 | total=1.8836 | leaf=1.8836 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 39000 | total=1.9401 | leaf=1.9401 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 39100 | total=1.9421 | leaf=1.9421 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 39200 | total=1.9311 | leaf=1.9311 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 39300 | total=1.9100 | leaf=1.9100 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 39400 | total=1.9155 | leaf=1.9155 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 39500 | total=2.0031 | leaf=2.0031 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 39600 | total=1.9574 | leaf=1.9574 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 39700 | total=1.9093 | leaf=1.9093 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 39800 | total=1.9566 | leaf=1.9566 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 39900 | total=1.9367 | leaf=1.9367 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 40000 | total=1.8460 | leaf=1.8460 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s + VAL | loss_leaf=1.9092 | loss_ancestor=0.0000 | loss_total=1.9092 + Saved checkpoint: outputs/sad_block_ar/ckpt_40000.pt +step= 40100 | total=1.9691 | leaf=1.9691 | ancestor=0.0000 | lr=2.96e-04 | t=49.6s +step= 40200 | total=1.8992 | leaf=1.8992 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40300 | total=1.8582 | leaf=1.8582 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40400 | total=1.9663 | leaf=1.9663 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40500 | total=1.9198 | leaf=1.9198 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 40600 | total=1.9219 | leaf=1.9219 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 40700 | total=1.8875 | leaf=1.8875 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 40800 | total=1.8944 | leaf=1.8944 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40900 | total=1.8964 | leaf=1.8964 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41000 | total=1.9553 | leaf=1.9553 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 41100 | total=1.8802 | leaf=1.8802 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 41200 | total=1.9071 | leaf=1.9071 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 41300 | total=1.9245 | leaf=1.9245 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 41400 | total=1.9612 | leaf=1.9612 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 41500 | total=1.8864 | leaf=1.8864 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 41600 | total=1.9460 | leaf=1.9460 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 41700 | total=1.9328 | leaf=1.9328 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 41800 | total=2.0027 | leaf=2.0027 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 41900 | total=1.9236 | leaf=1.9236 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 42000 | total=1.9006 | leaf=1.9006 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 42100 | total=1.8909 | leaf=1.8909 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 42200 | total=1.8562 | leaf=1.8562 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 42300 | total=1.9102 | leaf=1.9102 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 42400 | total=1.9378 | leaf=1.9378 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 42500 | total=1.8835 | leaf=1.8835 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 42600 | total=1.8606 | leaf=1.8606 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 42700 | total=1.9322 | leaf=1.9322 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 42800 | total=1.9226 | leaf=1.9226 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 42900 | total=1.9032 | leaf=1.9032 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 43000 | total=1.8870 | leaf=1.8870 | ancestor=0.0000 | lr=2.96e-04 | t=36.4s +step= 43100 | total=1.8973 | leaf=1.8973 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 43200 | total=1.8372 | leaf=1.8372 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 43300 | total=1.9006 | leaf=1.9006 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 43400 | total=1.8837 | leaf=1.8837 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 43500 | total=1.8859 | leaf=1.8859 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 43600 | total=1.8891 | leaf=1.8891 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 43700 | total=1.9009 | leaf=1.9009 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 43800 | total=1.9009 | leaf=1.9009 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 43900 | total=1.9066 | leaf=1.9066 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 44000 | total=1.9213 | leaf=1.9213 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 44100 | total=1.8317 | leaf=1.8317 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 44200 | total=1.9295 | leaf=1.9295 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 44300 | total=1.9321 | leaf=1.9321 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 44400 | total=1.8860 | leaf=1.8860 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 44500 | total=1.8593 | leaf=1.8593 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 44600 | total=1.8860 | leaf=1.8860 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 44700 | total=1.9030 | leaf=1.9030 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 44800 | total=1.9347 | leaf=1.9347 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 44900 | total=1.8739 | leaf=1.8739 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 45000 | total=1.9100 | leaf=1.9100 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s + VAL | loss_leaf=1.8941 | loss_ancestor=0.0000 | loss_total=1.8941 +step= 45100 | total=1.8921 | leaf=1.8921 | ancestor=0.0000 | lr=2.95e-04 | t=42.7s +step= 45200 | total=1.9012 | leaf=1.9012 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 45300 | total=1.8824 | leaf=1.8824 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 45400 | total=1.9218 | leaf=1.9218 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 45500 | total=1.9092 | leaf=1.9092 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 45600 | total=1.8575 | leaf=1.8575 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 45700 | total=1.8623 | leaf=1.8623 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 45800 | total=1.9554 | leaf=1.9554 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 45900 | total=1.7968 | leaf=1.7968 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 46000 | total=1.8572 | leaf=1.8572 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 46100 | total=1.9485 | leaf=1.9485 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 46200 | total=1.9230 | leaf=1.9230 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 46300 | total=1.8819 | leaf=1.8819 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 46400 | total=1.9426 | leaf=1.9426 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 46500 | total=1.8880 | leaf=1.8880 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 46600 | total=1.8935 | leaf=1.8935 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 46700 | total=1.8037 | leaf=1.8037 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 46800 | total=1.9768 | leaf=1.9768 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 46900 | total=1.8820 | leaf=1.8820 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 47000 | total=1.8568 | leaf=1.8568 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 47100 | total=1.9674 | leaf=1.9674 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 47200 | total=1.9512 | leaf=1.9512 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 47300 | total=1.9028 | leaf=1.9028 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 47400 | total=1.9827 | leaf=1.9827 | ancestor=0.0000 | lr=2.95e-04 | t=36.4s +step= 47500 | total=1.8500 | leaf=1.8500 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 47600 | total=1.8963 | leaf=1.8963 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 47700 | total=1.8637 | leaf=1.8637 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 47800 | total=1.8981 | leaf=1.8981 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 47900 | total=1.8280 | leaf=1.8280 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 48000 | total=1.9414 | leaf=1.9414 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 48100 | total=1.8347 | leaf=1.8347 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 48200 | total=1.9779 | leaf=1.9779 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 48300 | total=1.9332 | leaf=1.9332 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 48400 | total=1.9208 | leaf=1.9208 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 48500 | total=1.9218 | leaf=1.9218 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 48600 | total=1.8343 | leaf=1.8343 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 48700 | total=1.9839 | leaf=1.9839 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 48800 | total=1.8482 | leaf=1.8482 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 48900 | total=1.8979 | leaf=1.8979 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 49000 | total=1.8622 | leaf=1.8622 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 49100 | total=1.8971 | leaf=1.8971 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 49200 | total=1.8655 | leaf=1.8655 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 49300 | total=1.8579 | leaf=1.8579 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 49400 | total=1.8863 | leaf=1.8863 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 49500 | total=1.8834 | leaf=1.8834 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 49600 | total=1.9270 | leaf=1.9270 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 49700 | total=1.8218 | leaf=1.8218 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 49800 | total=1.8963 | leaf=1.8963 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 49900 | total=1.8663 | leaf=1.8663 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 50000 | total=1.8856 | leaf=1.8856 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s + VAL | loss_leaf=1.8823 | loss_ancestor=0.0000 | loss_total=1.8823 + Saved checkpoint: outputs/sad_block_ar/ckpt_50000.pt +step= 50100 | total=1.9111 | leaf=1.9111 | ancestor=0.0000 | lr=2.94e-04 | t=49.2s +step= 50200 | total=1.9050 | leaf=1.9050 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 50300 | total=1.9579 | leaf=1.9579 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 50400 | total=1.8799 | leaf=1.8799 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 50500 | total=1.8990 | leaf=1.8990 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 50600 | total=1.9359 | leaf=1.9359 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 50700 | total=1.9436 | leaf=1.9436 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 50800 | total=1.9091 | leaf=1.9091 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 50900 | total=1.9055 | leaf=1.9055 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 51000 | total=1.9119 | leaf=1.9119 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 51100 | total=1.9320 | leaf=1.9320 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 51200 | total=1.9306 | leaf=1.9306 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 51300 | total=1.8552 | leaf=1.8552 | ancestor=0.0000 | lr=2.94e-04 | t=36.4s +step= 51400 | total=1.9328 | leaf=1.9328 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 51500 | total=1.8979 | leaf=1.8979 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 51600 | total=1.8412 | leaf=1.8412 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 51700 | total=1.9447 | leaf=1.9447 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 51800 | total=1.9369 | leaf=1.9369 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 51900 | total=1.9233 | leaf=1.9233 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 52000 | total=1.8935 | leaf=1.8935 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 52100 | total=1.8753 | leaf=1.8753 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 52200 | total=1.9034 | leaf=1.9034 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 52300 | total=1.8098 | leaf=1.8098 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 52400 | total=1.8550 | leaf=1.8550 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 52500 | total=1.8629 | leaf=1.8629 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 52600 | total=1.8474 | leaf=1.8474 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 52700 | total=1.9059 | leaf=1.9059 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 52800 | total=1.9361 | leaf=1.9361 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 52900 | total=1.8178 | leaf=1.8178 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 53000 | total=1.9031 | leaf=1.9031 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 53100 | total=1.9093 | leaf=1.9093 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 53200 | total=1.9086 | leaf=1.9086 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 53300 | total=1.8646 | leaf=1.8646 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 53400 | total=1.9257 | leaf=1.9257 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 53500 | total=1.8712 | leaf=1.8712 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 53600 | total=1.9910 | leaf=1.9910 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 53700 | total=1.8965 | leaf=1.8965 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 53800 | total=1.8711 | leaf=1.8711 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 53900 | total=1.8813 | leaf=1.8813 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 54000 | total=1.7900 | leaf=1.7900 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 54100 | total=1.8655 | leaf=1.8655 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 54200 | total=1.9148 | leaf=1.9148 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 54300 | total=1.9059 | leaf=1.9059 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 54400 | total=1.9132 | leaf=1.9132 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 54500 | total=1.9069 | leaf=1.9069 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 54600 | total=1.8868 | leaf=1.8868 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 54700 | total=1.8698 | leaf=1.8698 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 54800 | total=1.8942 | leaf=1.8942 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 54900 | total=1.8602 | leaf=1.8602 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s +step= 55000 | total=1.9725 | leaf=1.9725 | ancestor=0.0000 | lr=2.93e-04 | t=36.4s + VAL | loss_leaf=1.8752 | loss_ancestor=0.0000 | loss_total=1.8752 +step= 55100 | total=1.8654 | leaf=1.8654 | ancestor=0.0000 | lr=2.92e-04 | t=42.7s +step= 55200 | total=1.8701 | leaf=1.8701 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 55300 | total=1.9155 | leaf=1.9155 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 55400 | total=1.9224 | leaf=1.9224 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 55500 | total=1.8888 | leaf=1.8888 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 55600 | total=1.8751 | leaf=1.8751 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 55700 | total=1.9388 | leaf=1.9388 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 55800 | total=1.8723 | leaf=1.8723 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 55900 | total=1.8695 | leaf=1.8695 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 56000 | total=1.8950 | leaf=1.8950 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 56100 | total=1.8202 | leaf=1.8202 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 56200 | total=1.8364 | leaf=1.8364 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 56300 | total=1.8571 | leaf=1.8571 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 56400 | total=1.8334 | leaf=1.8334 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 56500 | total=1.8360 | leaf=1.8360 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 56600 | total=1.8418 | leaf=1.8418 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 56700 | total=1.8478 | leaf=1.8478 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 56800 | total=1.8978 | leaf=1.8978 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 56900 | total=1.8879 | leaf=1.8879 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 57000 | total=1.7950 | leaf=1.7950 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 57100 | total=1.8928 | leaf=1.8928 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 57200 | total=1.9119 | leaf=1.9119 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 57300 | total=1.8524 | leaf=1.8524 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 57400 | total=1.8823 | leaf=1.8823 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 57500 | total=1.8926 | leaf=1.8926 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 57600 | total=1.8375 | leaf=1.8375 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 57700 | total=1.8389 | leaf=1.8389 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 57800 | total=1.9320 | leaf=1.9320 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 57900 | total=1.8084 | leaf=1.8084 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 58000 | total=1.8917 | leaf=1.8917 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 58100 | total=1.8551 | leaf=1.8551 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 58200 | total=1.8661 | leaf=1.8661 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 58300 | total=1.9055 | leaf=1.9055 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 58400 | total=1.8473 | leaf=1.8473 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 58500 | total=1.8582 | leaf=1.8582 | ancestor=0.0000 | lr=2.92e-04 | t=36.4s +step= 58600 | total=1.8925 | leaf=1.8925 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 58700 | total=1.8391 | leaf=1.8391 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 58800 | total=1.8020 | leaf=1.8020 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 58900 | total=1.8502 | leaf=1.8502 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59000 | total=1.8921 | leaf=1.8921 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59100 | total=1.8232 | leaf=1.8232 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 59200 | total=1.8800 | leaf=1.8800 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 59300 | total=1.8930 | leaf=1.8930 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 59400 | total=1.9581 | leaf=1.9581 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 59500 | total=1.8277 | leaf=1.8277 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 59600 | total=1.9493 | leaf=1.9493 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 59700 | total=1.8679 | leaf=1.8679 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 59800 | total=1.8526 | leaf=1.8526 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 59900 | total=1.8430 | leaf=1.8430 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 60000 | total=1.8670 | leaf=1.8670 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s + VAL | loss_leaf=1.8700 | loss_ancestor=0.0000 | loss_total=1.8700 + Saved checkpoint: outputs/sad_block_ar/ckpt_60000.pt +step= 60100 | total=1.7925 | leaf=1.7925 | ancestor=0.0000 | lr=2.91e-04 | t=49.6s +step= 60200 | total=1.9457 | leaf=1.9457 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 60300 | total=1.8460 | leaf=1.8460 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 60400 | total=1.8958 | leaf=1.8958 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 60500 | total=1.8423 | leaf=1.8423 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 60600 | total=1.8698 | leaf=1.8698 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 60700 | total=1.9282 | leaf=1.9282 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 60800 | total=1.8344 | leaf=1.8344 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 60900 | total=1.8329 | leaf=1.8329 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 61000 | total=1.8728 | leaf=1.8728 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 61100 | total=1.8796 | leaf=1.8796 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 61200 | total=1.8498 | leaf=1.8498 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61300 | total=1.8155 | leaf=1.8155 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 61400 | total=1.9528 | leaf=1.9528 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 61500 | total=1.8606 | leaf=1.8606 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 61600 | total=1.8231 | leaf=1.8231 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 61700 | total=1.8629 | leaf=1.8629 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 61800 | total=1.8870 | leaf=1.8870 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 61900 | total=1.8849 | leaf=1.8849 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 62000 | total=1.8928 | leaf=1.8928 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 62100 | total=1.8713 | leaf=1.8713 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 62200 | total=1.8122 | leaf=1.8122 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 62300 | total=1.7891 | leaf=1.7891 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 62400 | total=1.8461 | leaf=1.8461 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 62500 | total=1.9610 | leaf=1.9610 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 62600 | total=1.8801 | leaf=1.8801 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 62700 | total=1.8224 | leaf=1.8224 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 62800 | total=1.8377 | leaf=1.8377 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 62900 | total=1.8841 | leaf=1.8841 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 63000 | total=1.8998 | leaf=1.8998 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 63100 | total=1.8138 | leaf=1.8138 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 63200 | total=1.8469 | leaf=1.8469 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 63300 | total=1.8938 | leaf=1.8938 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 63400 | total=1.9230 | leaf=1.9230 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 63500 | total=1.9361 | leaf=1.9361 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 63600 | total=1.8839 | leaf=1.8839 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 63700 | total=1.9461 | leaf=1.9461 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 63800 | total=1.8981 | leaf=1.8981 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 63900 | total=1.8222 | leaf=1.8222 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 64000 | total=1.7901 | leaf=1.7901 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 64100 | total=1.7982 | leaf=1.7982 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64200 | total=1.8101 | leaf=1.8101 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 64300 | total=1.8634 | leaf=1.8634 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 64400 | total=1.8796 | leaf=1.8796 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 64500 | total=1.8505 | leaf=1.8505 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 64600 | total=1.8634 | leaf=1.8634 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 64700 | total=1.8913 | leaf=1.8913 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 64800 | total=1.8952 | leaf=1.8952 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 64900 | total=1.8183 | leaf=1.8183 | ancestor=0.0000 | lr=2.90e-04 | t=36.4s +step= 65000 | total=1.8655 | leaf=1.8655 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s + VAL | loss_leaf=1.8450 | loss_ancestor=0.0000 | loss_total=1.8450 +step= 65100 | total=1.8383 | leaf=1.8383 | ancestor=0.0000 | lr=2.89e-04 | t=42.6s +step= 65200 | total=1.8215 | leaf=1.8215 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 65300 | total=1.8244 | leaf=1.8244 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 65400 | total=1.9048 | leaf=1.9048 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 65500 | total=1.9995 | leaf=1.9995 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 65600 | total=1.8394 | leaf=1.8394 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 65700 | total=1.8232 | leaf=1.8232 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 65800 | total=1.8893 | leaf=1.8893 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 65900 | total=1.8259 | leaf=1.8259 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 66000 | total=1.8685 | leaf=1.8685 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 66100 | total=1.7988 | leaf=1.7988 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 66200 | total=1.8809 | leaf=1.8809 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 66300 | total=1.7834 | leaf=1.7834 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 66400 | total=1.8885 | leaf=1.8885 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 66500 | total=1.8389 | leaf=1.8389 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 66600 | total=1.8747 | leaf=1.8747 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 66700 | total=1.8675 | leaf=1.8675 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 66800 | total=1.8712 | leaf=1.8712 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 66900 | total=1.8367 | leaf=1.8367 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 67000 | total=1.9195 | leaf=1.9195 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 67100 | total=1.8847 | leaf=1.8847 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 67200 | total=1.8038 | leaf=1.8038 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 67300 | total=1.8661 | leaf=1.8661 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 67400 | total=1.8654 | leaf=1.8654 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 67500 | total=1.8100 | leaf=1.8100 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 67600 | total=1.8862 | leaf=1.8862 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 67700 | total=1.8306 | leaf=1.8306 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 67800 | total=1.7910 | leaf=1.7910 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 67900 | total=1.8415 | leaf=1.8415 | ancestor=0.0000 | lr=2.89e-04 | t=36.4s +step= 68000 | total=1.8664 | leaf=1.8664 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 68100 | total=1.7783 | leaf=1.7783 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 68200 | total=1.9091 | leaf=1.9091 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 68300 | total=1.8495 | leaf=1.8495 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 68400 | total=1.9077 | leaf=1.9077 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 68500 | total=1.8251 | leaf=1.8251 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 68600 | total=1.8867 | leaf=1.8867 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 68700 | total=1.8818 | leaf=1.8818 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 68800 | total=1.8753 | leaf=1.8753 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 68900 | total=1.8217 | leaf=1.8217 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 69000 | total=1.8554 | leaf=1.8554 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 69100 | total=1.8739 | leaf=1.8739 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 69200 | total=1.8708 | leaf=1.8708 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 69300 | total=1.8876 | leaf=1.8876 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 69400 | total=1.8967 | leaf=1.8967 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 69500 | total=1.7772 | leaf=1.7772 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 69600 | total=1.8493 | leaf=1.8493 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 69700 | total=1.8126 | leaf=1.8126 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 69800 | total=1.8493 | leaf=1.8493 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 69900 | total=1.8572 | leaf=1.8572 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 70000 | total=1.8962 | leaf=1.8962 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s + VAL | loss_leaf=1.8414 | loss_ancestor=0.0000 | loss_total=1.8414 + Saved checkpoint: outputs/sad_block_ar/ckpt_70000.pt +step= 70100 | total=1.8621 | leaf=1.8621 | ancestor=0.0000 | lr=2.88e-04 | t=49.6s +step= 70200 | total=1.9221 | leaf=1.9221 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 70300 | total=1.8906 | leaf=1.8906 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 70400 | total=1.8383 | leaf=1.8383 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 70500 | total=1.7942 | leaf=1.7942 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 70600 | total=1.8768 | leaf=1.8768 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 70700 | total=1.9034 | leaf=1.9034 | ancestor=0.0000 | lr=2.88e-04 | t=36.4s +step= 70800 | total=1.8629 | leaf=1.8629 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 70900 | total=1.8379 | leaf=1.8379 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 71000 | total=1.8974 | leaf=1.8974 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 71100 | total=1.8263 | leaf=1.8263 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 71200 | total=1.8828 | leaf=1.8828 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 71300 | total=1.8901 | leaf=1.8901 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 71400 | total=1.8347 | leaf=1.8347 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 71500 | total=1.8322 | leaf=1.8322 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 71600 | total=1.8837 | leaf=1.8837 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 71700 | total=1.8919 | leaf=1.8919 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 71800 | total=1.8353 | leaf=1.8353 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 71900 | total=1.8666 | leaf=1.8666 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 72000 | total=1.8898 | leaf=1.8898 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 72100 | total=1.9419 | leaf=1.9419 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 72200 | total=1.8473 | leaf=1.8473 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 72300 | total=1.8665 | leaf=1.8665 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 72400 | total=1.7608 | leaf=1.7608 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 72500 | total=1.8308 | leaf=1.8308 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 72600 | total=1.8264 | leaf=1.8264 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 72700 | total=1.8563 | leaf=1.8563 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 72800 | total=1.8666 | leaf=1.8666 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 72900 | total=1.8758 | leaf=1.8758 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 73000 | total=1.8942 | leaf=1.8942 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 73100 | total=1.8320 | leaf=1.8320 | ancestor=0.0000 | lr=2.87e-04 | t=36.9s +step= 73200 | total=1.8560 | leaf=1.8560 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 73300 | total=1.9059 | leaf=1.9059 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 73400 | total=1.8395 | leaf=1.8395 | ancestor=0.0000 | lr=2.87e-04 | t=36.4s +step= 73500 | total=1.8345 | leaf=1.8345 | ancestor=0.0000 | lr=2.86e-04 | t=36.8s +step= 73600 | total=1.8779 | leaf=1.8779 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 73700 | total=1.9099 | leaf=1.9099 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 73800 | total=1.8176 | leaf=1.8176 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 73900 | total=1.8266 | leaf=1.8266 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 74000 | total=1.7745 | leaf=1.7745 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 74100 | total=1.8405 | leaf=1.8405 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 74200 | total=1.7775 | leaf=1.7775 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 74300 | total=1.8403 | leaf=1.8403 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 74400 | total=1.9070 | leaf=1.9070 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 74500 | total=1.9223 | leaf=1.9223 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 74600 | total=1.8923 | leaf=1.8923 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 74700 | total=1.9207 | leaf=1.9207 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 74800 | total=1.8208 | leaf=1.8208 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 74900 | total=1.9110 | leaf=1.9110 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 75000 | total=1.8660 | leaf=1.8660 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s + VAL | loss_leaf=1.8353 | loss_ancestor=0.0000 | loss_total=1.8353 +step= 75100 | total=1.8751 | leaf=1.8751 | ancestor=0.0000 | lr=2.86e-04 | t=42.7s +step= 75200 | total=1.8646 | leaf=1.8646 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 75300 | total=1.8708 | leaf=1.8708 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 75400 | total=1.8031 | leaf=1.8031 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 75500 | total=1.8337 | leaf=1.8337 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 75600 | total=1.8269 | leaf=1.8269 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 75700 | total=1.8392 | leaf=1.8392 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 75800 | total=1.9023 | leaf=1.9023 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 75900 | total=1.8368 | leaf=1.8368 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 76000 | total=1.8218 | leaf=1.8218 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 76100 | total=1.7822 | leaf=1.7822 | ancestor=0.0000 | lr=2.86e-04 | t=36.4s +step= 76200 | total=1.8362 | leaf=1.8362 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 76300 | total=1.8430 | leaf=1.8430 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 76400 | total=1.8708 | leaf=1.8708 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 76500 | total=1.8316 | leaf=1.8316 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 76600 | total=1.8582 | leaf=1.8582 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 76700 | total=1.8253 | leaf=1.8253 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 76800 | total=1.8072 | leaf=1.8072 | ancestor=0.0000 | lr=2.85e-04 | t=36.7s +step= 76900 | total=1.8308 | leaf=1.8308 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 77000 | total=1.8434 | leaf=1.8434 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 77100 | total=1.8859 | leaf=1.8859 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 77200 | total=1.8229 | leaf=1.8229 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 77300 | total=1.8233 | leaf=1.8233 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 77400 | total=1.8497 | leaf=1.8497 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 77500 | total=1.8346 | leaf=1.8346 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 77600 | total=1.8782 | leaf=1.8782 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 77700 | total=1.7954 | leaf=1.7954 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 77800 | total=1.8557 | leaf=1.8557 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 77900 | total=1.7747 | leaf=1.7747 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 78000 | total=1.7965 | leaf=1.7965 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 78100 | total=1.8524 | leaf=1.8524 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 78200 | total=1.8061 | leaf=1.8061 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 78300 | total=1.8389 | leaf=1.8389 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 78400 | total=1.8430 | leaf=1.8430 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 78500 | total=1.7583 | leaf=1.7583 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 78600 | total=1.8376 | leaf=1.8376 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 78700 | total=1.8598 | leaf=1.8598 | ancestor=0.0000 | lr=2.85e-04 | t=36.4s +step= 78800 | total=1.8463 | leaf=1.8463 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 78900 | total=1.8884 | leaf=1.8884 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 79000 | total=1.8154 | leaf=1.8154 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 79100 | total=1.8191 | leaf=1.8191 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 79200 | total=1.9335 | leaf=1.9335 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 79300 | total=1.8925 | leaf=1.8925 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 79400 | total=1.9013 | leaf=1.9013 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 79500 | total=1.8234 | leaf=1.8234 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 79600 | total=1.8021 | leaf=1.8021 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 79700 | total=1.8118 | leaf=1.8118 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 79800 | total=1.8818 | leaf=1.8818 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 79900 | total=1.8325 | leaf=1.8325 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 80000 | total=1.8162 | leaf=1.8162 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s + VAL | loss_leaf=1.8338 | loss_ancestor=0.0000 | loss_total=1.8338 + Saved checkpoint: outputs/sad_block_ar/ckpt_80000.pt +step= 80100 | total=1.8502 | leaf=1.8502 | ancestor=0.0000 | lr=2.84e-04 | t=49.4s +step= 80200 | total=1.7474 | leaf=1.7474 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 80300 | total=1.8338 | leaf=1.8338 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 80400 | total=1.8270 | leaf=1.8270 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 80500 | total=1.8685 | leaf=1.8685 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 80600 | total=1.7928 | leaf=1.7928 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 80700 | total=1.7717 | leaf=1.7717 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 80800 | total=1.8605 | leaf=1.8605 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 80900 | total=1.8634 | leaf=1.8634 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 81000 | total=1.8776 | leaf=1.8776 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 81100 | total=1.8544 | leaf=1.8544 | ancestor=0.0000 | lr=2.84e-04 | t=36.4s +step= 81200 | total=1.8046 | leaf=1.8046 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 81300 | total=1.7811 | leaf=1.7811 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 81400 | total=1.8295 | leaf=1.8295 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 81500 | total=1.8480 | leaf=1.8480 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 81600 | total=1.8295 | leaf=1.8295 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 81700 | total=1.8642 | leaf=1.8642 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 81800 | total=1.9074 | leaf=1.9074 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 81900 | total=1.8681 | leaf=1.8681 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 82000 | total=1.9615 | leaf=1.9615 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 82100 | total=1.8168 | leaf=1.8168 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 82200 | total=1.8743 | leaf=1.8743 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 82300 | total=1.8488 | leaf=1.8488 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 82400 | total=1.7818 | leaf=1.7818 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 82500 | total=1.8486 | leaf=1.8486 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 82600 | total=1.8875 | leaf=1.8875 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 82700 | total=1.8128 | leaf=1.8128 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 82800 | total=1.7908 | leaf=1.7908 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 82900 | total=1.8428 | leaf=1.8428 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 83000 | total=1.8617 | leaf=1.8617 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 83100 | total=1.7833 | leaf=1.7833 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 83200 | total=1.8389 | leaf=1.8389 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 83300 | total=1.7650 | leaf=1.7650 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 83400 | total=1.8318 | leaf=1.8318 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 83500 | total=1.8361 | leaf=1.8361 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 83600 | total=1.7992 | leaf=1.7992 | ancestor=0.0000 | lr=2.83e-04 | t=36.4s +step= 83700 | total=1.8481 | leaf=1.8481 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 83800 | total=1.8617 | leaf=1.8617 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 83900 | total=1.8636 | leaf=1.8636 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 84000 | total=1.8895 | leaf=1.8895 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 84100 | total=1.9144 | leaf=1.9144 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 84200 | total=1.8888 | leaf=1.8888 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 84300 | total=1.8431 | leaf=1.8431 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 84400 | total=1.8067 | leaf=1.8067 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 84500 | total=1.8359 | leaf=1.8359 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 84600 | total=1.8515 | leaf=1.8515 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 84700 | total=1.8226 | leaf=1.8226 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 84800 | total=1.7749 | leaf=1.7749 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 84900 | total=1.9198 | leaf=1.9198 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 85000 | total=1.7861 | leaf=1.7861 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s + VAL | loss_leaf=1.8273 | loss_ancestor=0.0000 | loss_total=1.8273 +step= 85100 | total=1.7043 | leaf=1.7043 | ancestor=0.0000 | lr=2.82e-04 | t=42.7s +step= 85200 | total=1.8070 | leaf=1.8070 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 85300 | total=1.7771 | leaf=1.7771 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 85400 | total=1.8811 | leaf=1.8811 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 85500 | total=1.7878 | leaf=1.7878 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 85600 | total=1.8616 | leaf=1.8616 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 85700 | total=1.7729 | leaf=1.7729 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 85800 | total=1.8959 | leaf=1.8959 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 85900 | total=1.8536 | leaf=1.8536 | ancestor=0.0000 | lr=2.82e-04 | t=36.4s +step= 86000 | total=1.8488 | leaf=1.8488 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 86100 | total=1.8685 | leaf=1.8685 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 86200 | total=1.8391 | leaf=1.8391 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 86300 | total=1.8368 | leaf=1.8368 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 86400 | total=1.8430 | leaf=1.8430 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 86500 | total=1.8746 | leaf=1.8746 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 86600 | total=1.8318 | leaf=1.8318 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 86700 | total=1.8202 | leaf=1.8202 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 86800 | total=1.8480 | leaf=1.8480 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 86900 | total=1.8100 | leaf=1.8100 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 87000 | total=1.8190 | leaf=1.8190 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 87100 | total=1.8361 | leaf=1.8361 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 87200 | total=1.8218 | leaf=1.8218 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 87300 | total=1.8111 | leaf=1.8111 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 87400 | total=1.8052 | leaf=1.8052 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 87500 | total=1.7767 | leaf=1.7767 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 87600 | total=1.8264 | leaf=1.8264 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 87700 | total=1.8330 | leaf=1.8330 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 87800 | total=1.8202 | leaf=1.8202 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 87900 | total=1.7834 | leaf=1.7834 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 88000 | total=1.8299 | leaf=1.8299 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 88100 | total=1.8639 | leaf=1.8639 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 88200 | total=1.8230 | leaf=1.8230 | ancestor=0.0000 | lr=2.81e-04 | t=36.4s +step= 88300 | total=1.7800 | leaf=1.7800 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 88400 | total=1.8354 | leaf=1.8354 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 88500 | total=1.9360 | leaf=1.9360 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 88600 | total=1.8044 | leaf=1.8044 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 88700 | total=1.8707 | leaf=1.8707 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 88800 | total=1.7615 | leaf=1.7615 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 88900 | total=1.8229 | leaf=1.8229 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 89000 | total=1.8584 | leaf=1.8584 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 89100 | total=1.8707 | leaf=1.8707 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 89200 | total=1.8289 | leaf=1.8289 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 89300 | total=1.8245 | leaf=1.8245 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 89400 | total=1.8433 | leaf=1.8433 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 89500 | total=1.8091 | leaf=1.8091 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 89600 | total=1.8531 | leaf=1.8531 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 89700 | total=1.8463 | leaf=1.8463 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 89800 | total=1.8033 | leaf=1.8033 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 89900 | total=1.8916 | leaf=1.8916 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 90000 | total=1.7644 | leaf=1.7644 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s + VAL | loss_leaf=1.8299 | loss_ancestor=0.0000 | loss_total=1.8299 + Saved checkpoint: outputs/sad_block_ar/ckpt_90000.pt +step= 90100 | total=1.7762 | leaf=1.7762 | ancestor=0.0000 | lr=2.80e-04 | t=49.6s +step= 90200 | total=1.7208 | leaf=1.7208 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 90300 | total=1.8168 | leaf=1.8168 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 90400 | total=1.8225 | leaf=1.8225 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 90500 | total=1.8603 | leaf=1.8603 | ancestor=0.0000 | lr=2.80e-04 | t=36.4s +step= 90600 | total=1.8440 | leaf=1.8440 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 90700 | total=1.8051 | leaf=1.8051 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 90800 | total=1.8546 | leaf=1.8546 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 90900 | total=1.8456 | leaf=1.8456 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 91000 | total=1.8323 | leaf=1.8323 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 91100 | total=1.8083 | leaf=1.8083 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 91200 | total=1.8161 | leaf=1.8161 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 91300 | total=1.8399 | leaf=1.8399 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 91400 | total=1.8808 | leaf=1.8808 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 91500 | total=1.8285 | leaf=1.8285 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 91600 | total=1.8293 | leaf=1.8293 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 91700 | total=1.7854 | leaf=1.7854 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 91800 | total=1.8081 | leaf=1.8081 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 91900 | total=1.8462 | leaf=1.8462 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 92000 | total=1.8616 | leaf=1.8616 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 92100 | total=1.8100 | leaf=1.8100 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 92200 | total=1.8263 | leaf=1.8263 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 92300 | total=1.8554 | leaf=1.8554 | ancestor=0.0000 | lr=2.79e-04 | t=36.8s +step= 92400 | total=1.8348 | leaf=1.8348 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 92500 | total=1.7893 | leaf=1.7893 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 92600 | total=1.8194 | leaf=1.8194 | ancestor=0.0000 | lr=2.79e-04 | t=36.4s +step= 92700 | total=1.7772 | leaf=1.7772 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 92800 | total=1.7703 | leaf=1.7703 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 92900 | total=1.8412 | leaf=1.8412 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 93000 | total=1.8756 | leaf=1.8756 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 93100 | total=1.7513 | leaf=1.7513 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 93200 | total=1.8400 | leaf=1.8400 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 93300 | total=1.8722 | leaf=1.8722 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 93400 | total=1.7746 | leaf=1.7746 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 93500 | total=1.8713 | leaf=1.8713 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 93600 | total=1.8351 | leaf=1.8351 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 93700 | total=1.8769 | leaf=1.8769 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 93800 | total=1.7998 | leaf=1.7998 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 93900 | total=1.8812 | leaf=1.8812 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 94000 | total=1.7315 | leaf=1.7315 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 94100 | total=1.8310 | leaf=1.8310 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 94200 | total=1.8182 | leaf=1.8182 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 94300 | total=1.8833 | leaf=1.8833 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 94400 | total=1.8267 | leaf=1.8267 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 94500 | total=1.8972 | leaf=1.8972 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 94600 | total=1.8470 | leaf=1.8470 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 94700 | total=1.8681 | leaf=1.8681 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 94800 | total=1.8598 | leaf=1.8598 | ancestor=0.0000 | lr=2.78e-04 | t=36.4s +step= 94900 | total=1.7752 | leaf=1.7752 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 95000 | total=1.8283 | leaf=1.8283 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s + VAL | loss_leaf=1.8248 | loss_ancestor=0.0000 | loss_total=1.8248 +step= 95100 | total=1.8703 | leaf=1.8703 | ancestor=0.0000 | lr=2.77e-04 | t=42.7s +step= 95200 | total=1.8820 | leaf=1.8820 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95300 | total=1.8237 | leaf=1.8237 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95400 | total=1.8272 | leaf=1.8272 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95500 | total=1.7982 | leaf=1.7982 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 95600 | total=1.8160 | leaf=1.8160 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 95700 | total=1.8444 | leaf=1.8444 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 95800 | total=1.7589 | leaf=1.7589 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95900 | total=1.8434 | leaf=1.8434 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 96000 | total=1.8475 | leaf=1.8475 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 96100 | total=1.7398 | leaf=1.7398 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96200 | total=1.8266 | leaf=1.8266 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 96300 | total=1.8326 | leaf=1.8326 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 96400 | total=1.8484 | leaf=1.8484 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 96500 | total=1.8624 | leaf=1.8624 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 96600 | total=1.8442 | leaf=1.8442 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 96700 | total=1.9123 | leaf=1.9123 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 96800 | total=1.8621 | leaf=1.8621 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 96900 | total=1.7162 | leaf=1.7162 | ancestor=0.0000 | lr=2.77e-04 | t=36.4s +step= 97000 | total=1.8083 | leaf=1.8083 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 97100 | total=1.8420 | leaf=1.8420 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 97200 | total=1.8136 | leaf=1.8136 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 97300 | total=1.7897 | leaf=1.7897 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 97400 | total=1.7949 | leaf=1.7949 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 97500 | total=1.7636 | leaf=1.7636 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 97600 | total=1.8394 | leaf=1.8394 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 97700 | total=1.7756 | leaf=1.7756 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 97800 | total=1.7881 | leaf=1.7881 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 97900 | total=1.8355 | leaf=1.8355 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 98000 | total=1.8321 | leaf=1.8321 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 98100 | total=1.7411 | leaf=1.7411 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 98200 | total=1.7595 | leaf=1.7595 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 98300 | total=1.8273 | leaf=1.8273 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 98400 | total=1.8470 | leaf=1.8470 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 98500 | total=1.8330 | leaf=1.8330 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 98600 | total=1.7904 | leaf=1.7904 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 98700 | total=1.8357 | leaf=1.8357 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 98800 | total=1.8022 | leaf=1.8022 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 98900 | total=1.8038 | leaf=1.8038 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 99000 | total=1.8678 | leaf=1.8678 | ancestor=0.0000 | lr=2.76e-04 | t=36.4s +step= 99100 | total=1.7711 | leaf=1.7711 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step= 99200 | total=1.8699 | leaf=1.8699 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step= 99300 | total=1.8220 | leaf=1.8220 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step= 99400 | total=1.7640 | leaf=1.7640 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step= 99500 | total=1.7975 | leaf=1.7975 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step= 99600 | total=1.7922 | leaf=1.7922 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step= 99700 | total=1.7928 | leaf=1.7928 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step= 99800 | total=1.7905 | leaf=1.7905 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step= 99900 | total=1.8290 | leaf=1.8290 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100000 | total=1.8258 | leaf=1.8258 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s + VAL | loss_leaf=1.8164 | loss_ancestor=0.0000 | loss_total=1.8164 + Saved checkpoint: outputs/sad_block_ar/ckpt_100000.pt +step=100100 | total=1.8395 | leaf=1.8395 | ancestor=0.0000 | lr=2.75e-04 | t=49.6s +step=100200 | total=1.8239 | leaf=1.8239 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100300 | total=1.8394 | leaf=1.8394 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100400 | total=1.8633 | leaf=1.8633 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100500 | total=1.8243 | leaf=1.8243 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step=100600 | total=1.7940 | leaf=1.7940 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step=100700 | total=1.8366 | leaf=1.8366 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step=100800 | total=1.8231 | leaf=1.8231 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step=100900 | total=1.8465 | leaf=1.8465 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step=101000 | total=1.8535 | leaf=1.8535 | ancestor=0.0000 | lr=2.75e-04 | t=36.4s +step=101100 | total=1.8442 | leaf=1.8442 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=101200 | total=1.8057 | leaf=1.8057 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=101300 | total=1.7922 | leaf=1.7922 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=101400 | total=1.7863 | leaf=1.7863 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=101500 | total=1.8145 | leaf=1.8145 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=101600 | total=1.7878 | leaf=1.7878 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=101700 | total=1.8801 | leaf=1.8801 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=101800 | total=1.8427 | leaf=1.8427 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=101900 | total=1.8137 | leaf=1.8137 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=102000 | total=1.8305 | leaf=1.8305 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=102100 | total=1.8103 | leaf=1.8103 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=102200 | total=1.8259 | leaf=1.8259 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=102300 | total=1.8528 | leaf=1.8528 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=102400 | total=1.7226 | leaf=1.7226 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=102500 | total=1.7495 | leaf=1.7495 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=102600 | total=1.8000 | leaf=1.8000 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=102700 | total=1.8192 | leaf=1.8192 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=102800 | total=1.8701 | leaf=1.8701 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102900 | total=1.8071 | leaf=1.8071 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=103000 | total=1.7591 | leaf=1.7591 | ancestor=0.0000 | lr=2.74e-04 | t=36.4s +step=103100 | total=1.7854 | leaf=1.7854 | ancestor=0.0000 | lr=2.73e-04 | t=36.4s +step=103200 | total=1.8090 | leaf=1.8090 | ancestor=0.0000 | lr=2.73e-04 | t=36.4s +step=103300 | total=1.8776 | leaf=1.8776 | ancestor=0.0000 | lr=2.73e-04 | t=36.4s +step=103400 | total=1.8143 | leaf=1.8143 | ancestor=0.0000 | lr=2.73e-04 | t=36.4s +step=103500 | total=1.8309 | leaf=1.8309 | ancestor=0.0000 | lr=2.73e-04 | t=36.4s +step=103600 | total=1.7944 | leaf=1.7944 | ancestor=0.0000 | lr=2.73e-04 | t=36.4s +step=103700 | total=1.7918 | leaf=1.7918 | ancestor=0.0000 | lr=2.73e-04 | t=36.4s +step=103800 | total=1.8335 | leaf=1.8335 | ancestor=0.0000 | lr=2.73e-04 | t=36.4s +step=103900 | total=1.8392 | leaf=1.8392 | ancestor=0.0000 | lr=2.73e-04 | t=36.4s 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+step=105100 | total=1.8115 | leaf=1.8115 | ancestor=0.0000 | lr=2.72e-04 | t=42.6s +step=105200 | total=1.8388 | leaf=1.8388 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105300 | total=1.8907 | leaf=1.8907 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105400 | total=1.8097 | leaf=1.8097 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105500 | total=1.8397 | leaf=1.8397 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105600 | total=1.8155 | leaf=1.8155 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=105700 | total=1.8207 | leaf=1.8207 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=105800 | total=1.7753 | leaf=1.7753 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=105900 | total=1.6790 | leaf=1.6790 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=106000 | total=1.8445 | leaf=1.8445 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=106100 | total=1.7840 | leaf=1.7840 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=106200 | total=1.8383 | leaf=1.8383 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=106300 | total=1.7820 | leaf=1.7820 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=106400 | total=1.7590 | leaf=1.7590 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=106500 | total=1.7843 | leaf=1.7843 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=106600 | total=1.7911 | leaf=1.7911 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=106700 | total=1.7568 | leaf=1.7568 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=106800 | total=1.8521 | leaf=1.8521 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=106900 | total=1.7716 | leaf=1.7716 | ancestor=0.0000 | lr=2.72e-04 | t=36.4s +step=107000 | total=1.7972 | leaf=1.7972 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=107100 | total=1.7966 | leaf=1.7966 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=107200 | total=1.8871 | leaf=1.8871 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=107300 | total=1.8608 | leaf=1.8608 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=107400 | total=1.8092 | leaf=1.8092 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=107500 | total=1.7776 | leaf=1.7776 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=107600 | total=1.8271 | leaf=1.8271 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=107700 | total=1.8651 | leaf=1.8651 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=107800 | total=1.7387 | leaf=1.7387 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=107900 | total=1.7927 | leaf=1.7927 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=108000 | total=1.8723 | leaf=1.8723 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=108100 | total=1.8053 | leaf=1.8053 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=108200 | total=1.8141 | leaf=1.8141 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=108300 | total=1.8062 | leaf=1.8062 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=108400 | total=1.8039 | leaf=1.8039 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=108500 | total=1.8078 | leaf=1.8078 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=108600 | total=1.8233 | leaf=1.8233 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=108700 | total=1.7891 | leaf=1.7891 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=108800 | total=1.8239 | leaf=1.8239 | ancestor=0.0000 | lr=2.71e-04 | t=36.4s +step=108900 | total=1.7925 | leaf=1.7925 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=109000 | total=1.8540 | leaf=1.8540 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=109100 | total=1.8417 | leaf=1.8417 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=109200 | total=1.7682 | leaf=1.7682 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=109300 | total=1.8553 | leaf=1.8553 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=109400 | total=1.8591 | leaf=1.8591 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=109500 | total=1.8385 | leaf=1.8385 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=109600 | total=1.7479 | leaf=1.7479 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=109700 | total=1.8545 | leaf=1.8545 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=109800 | total=1.8141 | leaf=1.8141 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=109900 | total=1.7798 | leaf=1.7798 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=110000 | total=1.8289 | leaf=1.8289 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s + VAL | loss_leaf=1.8102 | loss_ancestor=0.0000 | loss_total=1.8102 + Saved checkpoint: outputs/sad_block_ar/ckpt_110000.pt +step=110100 | total=1.8177 | leaf=1.8177 | ancestor=0.0000 | lr=2.70e-04 | t=49.3s +step=110200 | total=1.8013 | leaf=1.8013 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=110300 | total=1.7729 | leaf=1.7729 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=110400 | total=1.8024 | leaf=1.8024 | ancestor=0.0000 | lr=2.70e-04 | t=36.4s +step=110500 | total=1.8626 | leaf=1.8626 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=110600 | total=1.7927 | leaf=1.7927 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=110700 | total=1.8469 | leaf=1.8469 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=110800 | total=1.8106 | leaf=1.8106 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=110900 | total=1.7534 | leaf=1.7534 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=111000 | total=1.8405 | leaf=1.8405 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=111100 | total=1.7985 | leaf=1.7985 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=111200 | total=1.8544 | leaf=1.8544 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=111300 | total=1.8114 | leaf=1.8114 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=111400 | total=1.8165 | leaf=1.8165 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=111500 | total=1.8286 | leaf=1.8286 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=111600 | total=1.8183 | leaf=1.8183 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111700 | total=1.8056 | leaf=1.8056 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=111800 | total=1.8011 | leaf=1.8011 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=111900 | total=1.8261 | leaf=1.8261 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=112000 | total=1.8095 | leaf=1.8095 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=112100 | total=1.8781 | leaf=1.8781 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=112200 | total=1.8332 | leaf=1.8332 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=112300 | total=1.8622 | leaf=1.8622 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=112400 | total=1.8177 | leaf=1.8177 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=112500 | total=1.8099 | leaf=1.8099 | ancestor=0.0000 | lr=2.69e-04 | t=36.4s +step=112600 | total=1.8378 | leaf=1.8378 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=112700 | total=1.7816 | leaf=1.7816 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=112800 | total=1.8032 | leaf=1.8032 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=112900 | total=1.7484 | leaf=1.7484 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=113000 | total=1.7932 | leaf=1.7932 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=113100 | total=1.8230 | leaf=1.8230 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113200 | total=1.8098 | leaf=1.8098 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=113300 | total=1.8058 | leaf=1.8058 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113400 | total=1.7726 | leaf=1.7726 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=113500 | total=1.8230 | leaf=1.8230 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=113600 | total=1.7961 | leaf=1.7961 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=113700 | total=1.8194 | leaf=1.8194 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=113800 | total=1.8432 | leaf=1.8432 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=113900 | total=1.8574 | leaf=1.8574 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=114000 | total=1.8504 | leaf=1.8504 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=114100 | total=1.7733 | leaf=1.7733 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=114200 | total=1.8236 | leaf=1.8236 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=114300 | total=1.7657 | leaf=1.7657 | ancestor=0.0000 | lr=2.68e-04 | t=36.4s +step=114400 | total=1.7255 | leaf=1.7255 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=114500 | total=1.7899 | leaf=1.7899 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=114600 | total=1.7710 | leaf=1.7710 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=114700 | total=1.8166 | leaf=1.8166 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=114800 | total=1.7698 | leaf=1.7698 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=114900 | total=1.8505 | leaf=1.8505 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=115000 | total=1.9147 | leaf=1.9147 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s + VAL | loss_leaf=1.8070 | loss_ancestor=0.0000 | loss_total=1.8070 +step=115100 | total=1.7354 | leaf=1.7354 | ancestor=0.0000 | lr=2.67e-04 | t=42.6s +step=115200 | total=1.8188 | leaf=1.8188 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115300 | total=1.7882 | leaf=1.7882 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115400 | total=1.7651 | leaf=1.7651 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=115500 | total=1.7739 | leaf=1.7739 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115600 | total=1.8330 | leaf=1.8330 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=115700 | total=1.7912 | leaf=1.7912 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=115800 | total=1.8211 | leaf=1.8211 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=115900 | total=1.8536 | leaf=1.8536 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=116000 | total=1.8503 | leaf=1.8503 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=116100 | total=1.8541 | leaf=1.8541 | ancestor=0.0000 | lr=2.67e-04 | t=36.4s +step=116200 | total=1.7938 | leaf=1.7938 | ancestor=0.0000 | lr=2.66e-04 | t=36.4s +step=116300 | total=1.8758 | leaf=1.8758 | ancestor=0.0000 | lr=2.66e-04 | t=36.4s +step=116400 | total=1.8011 | leaf=1.8011 | ancestor=0.0000 | lr=2.66e-04 | t=36.4s +step=116500 | total=1.8314 | leaf=1.8314 | ancestor=0.0000 | lr=2.66e-04 | t=36.4s +step=116600 | total=1.8359 | leaf=1.8359 | ancestor=0.0000 | lr=2.66e-04 | t=36.4s 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t=36.4s +step=117900 | total=1.7785 | leaf=1.7785 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=118000 | total=1.7825 | leaf=1.7825 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=118100 | total=1.8090 | leaf=1.8090 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=118200 | total=1.8024 | leaf=1.8024 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=118300 | total=1.8554 | leaf=1.8554 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=118400 | total=1.8078 | leaf=1.8078 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=118500 | total=1.8392 | leaf=1.8392 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=118600 | total=1.7769 | leaf=1.7769 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=118700 | total=1.8359 | leaf=1.8359 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=118800 | total=1.7935 | leaf=1.7935 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=118900 | total=1.7766 | leaf=1.7766 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=119000 | total=1.7595 | leaf=1.7595 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=119100 | total=1.7947 | leaf=1.7947 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=119200 | total=1.8495 | leaf=1.8495 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=119300 | total=1.7914 | leaf=1.7914 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=119400 | total=1.7956 | leaf=1.7956 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=119500 | total=1.8334 | leaf=1.8334 | ancestor=0.0000 | lr=2.65e-04 | t=36.4s +step=119600 | total=1.7047 | leaf=1.7047 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=119700 | total=1.8296 | leaf=1.8296 | ancestor=0.0000 | lr=2.64e-04 | t=36.4s +step=119800 | total=1.8680 | leaf=1.8680 | ancestor=0.0000 | lr=2.64e-04 | t=36.4s +step=119900 | total=1.8548 | leaf=1.8548 | ancestor=0.0000 | lr=2.64e-04 | t=36.4s +step=120000 | total=1.8585 | leaf=1.8585 | ancestor=0.0000 | lr=2.64e-04 | t=36.4s + VAL | loss_leaf=1.7866 | loss_ancestor=0.0000 | loss_total=1.7866 + Saved checkpoint: outputs/sad_block_ar/ckpt_120000.pt +step=120100 | total=1.8824 | leaf=1.8824 | ancestor=0.0000 | lr=2.64e-04 | t=49.4s +step=120200 | total=1.8371 | leaf=1.8371 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120300 | total=1.8112 | leaf=1.8112 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120400 | total=1.8359 | leaf=1.8359 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120500 | total=1.8427 | leaf=1.8427 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120600 | total=1.7497 | leaf=1.7497 | ancestor=0.0000 | lr=2.64e-04 | t=36.4s +step=120700 | total=1.8348 | leaf=1.8348 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120800 | total=1.8039 | leaf=1.8039 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120900 | total=1.8328 | leaf=1.8328 | ancestor=0.0000 | lr=2.64e-04 | t=36.4s +step=121000 | total=1.7801 | leaf=1.7801 | ancestor=0.0000 | lr=2.64e-04 | t=36.4s +step=121100 | total=1.8435 | leaf=1.8435 | ancestor=0.0000 | lr=2.64e-04 | t=36.4s +step=121200 | total=1.7582 | leaf=1.7582 | ancestor=0.0000 | lr=2.64e-04 | t=36.4s 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t=36.4s +step=122500 | total=1.7592 | leaf=1.7592 | ancestor=0.0000 | lr=2.63e-04 | t=36.4s +step=122600 | total=1.8490 | leaf=1.8490 | ancestor=0.0000 | lr=2.63e-04 | t=36.4s +step=122700 | total=1.7750 | leaf=1.7750 | ancestor=0.0000 | lr=2.63e-04 | t=36.4s +step=122800 | total=1.8344 | leaf=1.8344 | ancestor=0.0000 | lr=2.63e-04 | t=36.4s +step=122900 | total=1.7506 | leaf=1.7506 | ancestor=0.0000 | lr=2.63e-04 | t=36.4s +step=123000 | total=1.8109 | leaf=1.8109 | ancestor=0.0000 | lr=2.63e-04 | t=36.4s +step=123100 | total=1.8158 | leaf=1.8158 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=123200 | total=1.7724 | leaf=1.7724 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=123300 | total=1.8188 | leaf=1.8188 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=123400 | total=1.7801 | leaf=1.7801 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=123500 | total=1.7857 | leaf=1.7857 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=123600 | total=1.8351 | leaf=1.8351 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=123700 | total=1.7963 | leaf=1.7963 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=123800 | total=1.8191 | leaf=1.8191 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=123900 | total=1.8547 | leaf=1.8547 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=124000 | total=1.7734 | leaf=1.7734 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=124100 | total=1.8202 | leaf=1.8202 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=124200 | total=1.7132 | leaf=1.7132 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=124300 | total=1.8562 | leaf=1.8562 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=124400 | total=1.7912 | leaf=1.7912 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=124500 | total=1.8358 | leaf=1.8358 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=124600 | total=1.8500 | leaf=1.8500 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=124700 | total=1.8271 | leaf=1.8271 | ancestor=0.0000 | lr=2.62e-04 | t=36.4s +step=124800 | total=1.8323 | leaf=1.8323 | ancestor=0.0000 | lr=2.61e-04 | t=36.4s +step=124900 | total=1.8170 | leaf=1.8170 | ancestor=0.0000 | lr=2.61e-04 | t=36.4s +step=125000 | total=1.8238 | leaf=1.8238 | ancestor=0.0000 | lr=2.61e-04 | t=36.4s + VAL | loss_leaf=1.7881 | loss_ancestor=0.0000 | loss_total=1.7881 +step=125100 | total=1.8652 | leaf=1.8652 | ancestor=0.0000 | lr=2.61e-04 | t=42.6s +step=125200 | total=1.8414 | leaf=1.8414 | ancestor=0.0000 | lr=2.61e-04 | t=36.4s +step=125300 | total=1.8375 | leaf=1.8375 | ancestor=0.0000 | lr=2.61e-04 | t=296.6s +step=125400 | total=1.7699 | leaf=1.7699 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125500 | total=1.8359 | leaf=1.8359 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125600 | total=1.8255 | leaf=1.8255 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125700 | total=1.8173 | leaf=1.8173 | ancestor=0.0000 | lr=2.61e-04 | t=36.4s +step=125800 | total=1.8338 | leaf=1.8338 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125900 | total=1.8392 | leaf=1.8392 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=126000 | total=1.8046 | leaf=1.8046 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=126100 | total=1.8688 | leaf=1.8688 | ancestor=0.0000 | lr=2.61e-04 | t=36.4s +step=126200 | total=1.8385 | leaf=1.8385 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=126300 | total=1.8031 | leaf=1.8031 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=126400 | total=1.8201 | leaf=1.8201 | ancestor=0.0000 | lr=2.61e-04 | t=36.4s +step=126500 | total=1.8369 | leaf=1.8369 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=126600 | total=1.8651 | leaf=1.8651 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=126700 | total=1.8254 | leaf=1.8254 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=126800 | total=1.8362 | leaf=1.8362 | ancestor=0.0000 | lr=2.60e-04 | t=36.5s +step=126900 | total=1.7502 | leaf=1.7502 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=127000 | total=1.7412 | leaf=1.7412 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=127100 | total=1.8429 | leaf=1.8429 | ancestor=0.0000 | lr=2.60e-04 | t=36.5s +step=127200 | total=1.7784 | leaf=1.7784 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=127300 | total=1.8019 | leaf=1.8019 | ancestor=0.0000 | lr=2.60e-04 | t=36.5s +step=127400 | total=1.7719 | leaf=1.7719 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=127500 | total=1.8267 | leaf=1.8267 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=127600 | total=1.8220 | leaf=1.8220 | ancestor=0.0000 | lr=2.60e-04 | t=36.5s +step=127700 | total=1.8080 | leaf=1.8080 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=127800 | total=1.8221 | leaf=1.8221 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=127900 | total=1.7986 | leaf=1.7986 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=128000 | total=1.8511 | leaf=1.8511 | ancestor=0.0000 | lr=2.60e-04 | t=36.4s +step=128100 | total=1.7376 | leaf=1.7376 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s +step=128200 | total=1.8235 | leaf=1.8235 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s +step=128300 | total=1.7712 | leaf=1.7712 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s +step=128400 | total=1.7408 | leaf=1.7408 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s +step=128500 | total=1.8506 | leaf=1.8506 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s +step=128600 | total=1.7581 | leaf=1.7581 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s +step=128700 | total=1.7920 | leaf=1.7920 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s +step=128800 | total=1.8105 | leaf=1.8105 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=128900 | total=1.8120 | leaf=1.8120 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129000 | total=1.8356 | leaf=1.8356 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s +step=129100 | total=1.8198 | leaf=1.8198 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129200 | total=1.7836 | leaf=1.7836 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s +step=129300 | total=1.8006 | leaf=1.8006 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s +step=129400 | total=1.8004 | leaf=1.8004 | ancestor=0.0000 | lr=2.59e-04 | t=36.4s 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t=36.4s +step=134100 | total=1.7806 | leaf=1.7806 | ancestor=0.0000 | lr=2.56e-04 | t=36.4s +step=134200 | total=1.7855 | leaf=1.7855 | ancestor=0.0000 | lr=2.56e-04 | t=36.4s +step=134300 | total=1.7659 | leaf=1.7659 | ancestor=0.0000 | lr=2.56e-04 | t=36.4s +step=134400 | total=1.8439 | leaf=1.8439 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=134500 | total=1.7843 | leaf=1.7843 | ancestor=0.0000 | lr=2.56e-04 | t=36.4s +step=134600 | total=1.8192 | leaf=1.8192 | ancestor=0.0000 | lr=2.55e-04 | t=36.4s +step=134700 | total=1.7382 | leaf=1.7382 | ancestor=0.0000 | lr=2.55e-04 | t=36.4s +step=134800 | total=1.7972 | leaf=1.7972 | ancestor=0.0000 | lr=2.55e-04 | t=36.4s +step=134900 | total=1.7475 | leaf=1.7475 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=135000 | total=1.8302 | leaf=1.8302 | ancestor=0.0000 | lr=2.55e-04 | t=36.4s + VAL | loss_leaf=1.7868 | loss_ancestor=0.0000 | loss_total=1.7868 +step=135100 | total=1.8195 | leaf=1.8195 | ancestor=0.0000 | lr=2.55e-04 | t=42.6s 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t=36.4s +step=136400 | total=1.8488 | leaf=1.8488 | ancestor=0.0000 | lr=2.54e-04 | t=36.4s +step=136500 | total=1.7575 | leaf=1.7575 | ancestor=0.0000 | lr=2.54e-04 | t=36.4s +step=136600 | total=1.7999 | leaf=1.7999 | ancestor=0.0000 | lr=2.54e-04 | t=36.4s +step=136700 | total=1.7499 | leaf=1.7499 | ancestor=0.0000 | lr=2.54e-04 | t=36.4s +step=136800 | total=1.7470 | leaf=1.7470 | ancestor=0.0000 | lr=2.54e-04 | t=36.4s +step=136900 | total=1.8409 | leaf=1.8409 | ancestor=0.0000 | lr=2.54e-04 | t=36.4s +step=137000 | total=1.7724 | leaf=1.7724 | ancestor=0.0000 | lr=2.54e-04 | t=36.4s +step=137100 | total=1.8707 | leaf=1.8707 | ancestor=0.0000 | lr=2.54e-04 | t=36.4s +step=137200 | total=1.8122 | leaf=1.8122 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137300 | total=1.8370 | leaf=1.8370 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137400 | total=1.8018 | leaf=1.8018 | ancestor=0.0000 | lr=2.54e-04 | t=36.4s +step=137500 | total=1.7857 | leaf=1.7857 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137600 | total=1.6903 | leaf=1.6903 | ancestor=0.0000 | lr=2.54e-04 | t=36.4s +step=137700 | total=1.7802 | leaf=1.7802 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=137800 | total=1.8310 | leaf=1.8310 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=137900 | total=1.8170 | leaf=1.8170 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=138000 | total=1.8382 | leaf=1.8382 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=138100 | total=1.8428 | leaf=1.8428 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=138200 | total=1.8159 | leaf=1.8159 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=138300 | total=1.7548 | leaf=1.7548 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=138400 | total=1.7760 | leaf=1.7760 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=138500 | total=1.8053 | leaf=1.8053 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=138600 | total=1.7053 | leaf=1.7053 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=138700 | total=1.7651 | leaf=1.7651 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=138800 | total=1.7968 | leaf=1.7968 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=138900 | total=1.8508 | leaf=1.8508 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=139000 | total=1.8142 | leaf=1.8142 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=139100 | total=1.8126 | leaf=1.8126 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=139200 | total=1.8510 | leaf=1.8510 | ancestor=0.0000 | lr=2.53e-04 | t=36.4s +step=139300 | total=1.8000 | leaf=1.8000 | ancestor=0.0000 | lr=2.52e-04 | t=36.4s +step=139400 | total=1.8523 | leaf=1.8523 | ancestor=0.0000 | lr=2.52e-04 | t=36.4s +step=139500 | total=1.8005 | leaf=1.8005 | ancestor=0.0000 | lr=2.52e-04 | t=36.4s +step=139600 | total=1.7289 | leaf=1.7289 | ancestor=0.0000 | lr=2.52e-04 | t=36.4s +step=139700 | total=1.7710 | leaf=1.7710 | ancestor=0.0000 | lr=2.52e-04 | t=36.4s +step=139800 | total=1.7445 | leaf=1.7445 | ancestor=0.0000 | lr=2.52e-04 | t=36.4s +step=139900 | total=1.7965 | leaf=1.7965 | ancestor=0.0000 | lr=2.52e-04 | t=36.4s +step=140000 | total=1.8394 | leaf=1.8394 | ancestor=0.0000 | lr=2.52e-04 | t=36.4s + VAL | loss_leaf=1.7919 | loss_ancestor=0.0000 | loss_total=1.7919 + Saved checkpoint: outputs/sad_block_ar/ckpt_140000.pt +step=140100 | total=1.7993 | leaf=1.7993 | ancestor=0.0000 | lr=2.52e-04 | t=49.4s +step=140200 | total=1.7599 | leaf=1.7599 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s +step=140300 | total=1.7704 | leaf=1.7704 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s +step=140400 | total=1.8144 | leaf=1.8144 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s +step=140500 | total=1.8339 | leaf=1.8339 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s +step=140600 | total=1.8050 | leaf=1.8050 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s +step=140700 | total=1.7994 | leaf=1.7994 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s +step=140800 | total=1.8214 | leaf=1.8214 | ancestor=0.0000 | lr=2.51e-04 | t=36.4s +step=140900 | total=1.8268 | leaf=1.8268 | ancestor=0.0000 | lr=2.51e-04 | t=36.4s +step=141000 | total=1.7875 | leaf=1.7875 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141100 | total=1.7801 | leaf=1.7801 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141200 | total=1.7941 | leaf=1.7941 | ancestor=0.0000 | lr=2.51e-04 | t=36.4s +step=141300 | total=1.8038 | leaf=1.8038 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141400 | total=1.8735 | leaf=1.8735 | ancestor=0.0000 | lr=2.51e-04 | t=36.4s +step=141500 | total=1.8120 | leaf=1.8120 | ancestor=0.0000 | lr=2.51e-04 | t=36.4s +step=141600 | total=1.8246 | leaf=1.8246 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141700 | total=1.8337 | leaf=1.8337 | ancestor=0.0000 | lr=2.51e-04 | t=36.4s +step=141800 | total=1.8149 | leaf=1.8149 | ancestor=0.0000 | lr=2.51e-04 | t=36.4s +step=141900 | total=1.7722 | leaf=1.7722 | ancestor=0.0000 | lr=2.51e-04 | t=36.4s +step=142000 | total=1.8240 | leaf=1.8240 | ancestor=0.0000 | lr=2.51e-04 | t=36.4s +step=142100 | total=1.7774 | leaf=1.7774 | ancestor=0.0000 | lr=2.51e-04 | t=36.4s +step=142200 | total=1.8098 | leaf=1.8098 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=142300 | total=1.7549 | leaf=1.7549 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=142400 | total=1.8499 | leaf=1.8499 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=142500 | total=1.7639 | leaf=1.7639 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=142600 | total=1.7691 | leaf=1.7691 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=142700 | total=1.7969 | leaf=1.7969 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=142800 | total=1.7706 | leaf=1.7706 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=142900 | total=1.7312 | leaf=1.7312 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=143000 | total=1.8357 | leaf=1.8357 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=143100 | total=1.8366 | leaf=1.8366 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=143200 | total=1.7747 | leaf=1.7747 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=143300 | total=1.8659 | leaf=1.8659 | ancestor=0.0000 | lr=2.50e-04 | t=36.4s +step=143400 | total=1.7200 | leaf=1.7200 | ancestor=0.0000 | lr=2.50e-04 | t=36.5s +step=143500 | total=1.7722 | leaf=1.7722 | ancestor=0.0000 | lr=2.50e-04 | t=36.5s +step=143600 | total=1.8505 | leaf=1.8505 | ancestor=0.0000 | lr=2.50e-04 | t=36.5s +step=143700 | total=1.7484 | leaf=1.7484 | ancestor=0.0000 | lr=2.50e-04 | t=36.5s +step=143800 | total=1.7575 | leaf=1.7575 | ancestor=0.0000 | lr=2.49e-04 | t=36.4s +step=143900 | total=1.7270 | leaf=1.7270 | ancestor=0.0000 | lr=2.49e-04 | t=36.4s +step=144000 | total=1.8194 | leaf=1.8194 | ancestor=0.0000 | lr=2.49e-04 | t=36.4s +step=144100 | total=1.7316 | leaf=1.7316 | ancestor=0.0000 | lr=2.49e-04 | t=36.4s +step=144200 | total=1.7581 | leaf=1.7581 | ancestor=0.0000 | lr=2.49e-04 | t=36.4s +step=144300 | total=1.7278 | leaf=1.7278 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144400 | total=1.7811 | leaf=1.7811 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144500 | total=1.7902 | leaf=1.7902 | ancestor=0.0000 | lr=2.49e-04 | t=36.4s +step=144600 | total=1.8143 | leaf=1.8143 | ancestor=0.0000 | lr=2.49e-04 | t=36.4s +step=144700 | total=1.8383 | leaf=1.8383 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144800 | total=1.8086 | leaf=1.8086 | ancestor=0.0000 | lr=2.49e-04 | t=36.4s +step=144900 | total=1.7808 | leaf=1.7808 | ancestor=0.0000 | lr=2.49e-04 | t=36.4s +step=145000 | total=1.8137 | leaf=1.8137 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s + VAL | loss_leaf=1.7862 | loss_ancestor=0.0000 | loss_total=1.7862 +step=145100 | total=1.7338 | leaf=1.7338 | ancestor=0.0000 | lr=2.49e-04 | t=42.7s +step=145200 | total=1.7121 | leaf=1.7121 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=145300 | total=1.7879 | leaf=1.7879 | ancestor=0.0000 | lr=2.48e-04 | t=36.5s +step=145400 | total=1.7646 | leaf=1.7646 | ancestor=0.0000 | lr=2.48e-04 | t=36.4s +step=145500 | total=1.7440 | leaf=1.7440 | ancestor=0.0000 | lr=2.48e-04 | t=36.4s +step=145600 | total=1.7847 | leaf=1.7847 | ancestor=0.0000 | lr=2.48e-04 | t=36.4s +step=145700 | total=1.8051 | leaf=1.8051 | ancestor=0.0000 | lr=2.48e-04 | t=36.5s +step=145800 | total=1.7424 | leaf=1.7424 | ancestor=0.0000 | lr=2.48e-04 | t=36.5s + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 554, in + **{k: v.item() if hasattr(v, "item") else v + ^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 480, in main + desc="block-ar training", + ^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward + torch.autograd.backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward + _engine_run_backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward + return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 554, in +[rank0]: **{k: v.item() if hasattr(v, "item") else v + +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 480, in main +[rank0]: desc="block-ar training", +[rank0]: ^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward +[rank0]: torch.autograd.backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward +[rank0]: _engine_run_backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward +[rank0]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260417_112704-04yqayvp/logs/debug-core.log b/wandb/run-20260417_112704-04yqayvp/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..66b0e8fef47e9a0d35044dfd22096efc0ffe9287 --- /dev/null +++ b/wandb/run-20260417_112704-04yqayvp/logs/debug-core.log @@ -0,0 +1,13 @@ +{"time":"2026-04-17T11:27:04.632097117Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmp07dgc444/port-3334515.txt","pid":3334515,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false} +{"time":"2026-04-17T11:27:04.632629178Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":3334515} +{"time":"2026-04-17T11:27:04.632622898Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/wandb-3334515-3340108-2911547543/socket","Net":"unix"}} +{"time":"2026-04-17T11:27:04.817234258Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"} +{"time":"2026-04-17T11:27:04.824223088Z","level":"INFO","msg":"handleInformInit: received","streamId":"04yqayvp","id":"1(@)"} +{"time":"2026-04-17T11:27:05.677355143Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"04yqayvp","id":"1(@)"} +{"time":"2026-04-17T11:27:11.339541894Z","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"rc2uyzkw3kae"} +{"time":"2026-04-18T02:22:55.84853823Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"1(@)"} +{"time":"2026-04-18T02:22:55.848623793Z","level":"INFO","msg":"connection: closing","id":"1(@)"} +{"time":"2026-04-18T02:22:55.848661192Z","level":"INFO","msg":"server is shutting down"} +{"time":"2026-04-18T02:22:55.848724425Z","level":"INFO","msg":"connection: closed successfully","id":"1(@)"} +{"time":"2026-04-18T02:22:55.848831968Z","level":"INFO","msg":"server: listener closed","addr":{"Name":"/tmp/wandb-3334515-3340108-2911547543/socket","Net":"unix"}} +{"time":"2026-04-18T02:23:26.158095153Z","level":"INFO","msg":"server: parent process exited, terminating service process"} diff --git a/wandb/run-20260417_112704-04yqayvp/logs/debug-internal.log b/wandb/run-20260417_112704-04yqayvp/logs/debug-internal.log new file mode 100644 index 0000000000000000000000000000000000000000..79363f882da2261ebf0c48834eb49280d4450da9 --- /dev/null +++ b/wandb/run-20260417_112704-04yqayvp/logs/debug-internal.log @@ -0,0 +1,6900 @@ +{"time":"2026-04-17T11:27:04.82435554Z","level":"INFO","msg":"wandb-core"} +{"time":"2026-04-17T11:27:04.826645078Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"} +{"time":"2026-04-17T11:27:05.677115026Z","level":"INFO","msg":"stream: 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t=36.5s +step= 3700 | total=2.3238 | leaf=2.3238 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 3800 | total=2.2729 | leaf=2.2729 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 3900 | total=2.2946 | leaf=2.2946 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 4000 | total=2.1984 | leaf=2.1984 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 4100 | total=2.2005 | leaf=2.2005 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 592, in + main() + File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 520, in main + nn.utils.clip_grad_norm_( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 34, in _no_grad_wrapper + return func(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 216, in clip_grad_norm_ + _clip_grads_with_norm_(parameters, max_norm, total_norm, foreach) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 34, in _no_grad_wrapper + return func(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 155, in _clip_grads_with_norm_ + clip_coef = max_norm / (total_norm + 1e-6) + ~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 33, in wrapped + @functools.wraps(f, assigned=assigned) + +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 592, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train_block_ar.py", line 520, in main +[rank0]: nn.utils.clip_grad_norm_( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 34, in _no_grad_wrapper +[rank0]: return func(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 216, in clip_grad_norm_ +[rank0]: _clip_grads_with_norm_(parameters, max_norm, total_norm, foreach) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 34, in _no_grad_wrapper +[rank0]: return func(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/utils/clip_grad.py", line 155, in _clip_grads_with_norm_ +[rank0]: clip_coef = max_norm / (total_norm + 1e-6) +[rank0]: ~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 33, in wrapped +[rank0]: @functools.wraps(f, assigned=assigned) + +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260418_022437-26u4cgjn/logs/debug-core.log 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ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 8500 | total=2.0640 | leaf=2.0640 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 8600 | total=2.1731 | leaf=2.1731 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 8700 | total=2.0291 | leaf=2.0291 | ancestor=0.0000 | lr=3.00e-04 | t=37.2s +step= 8800 | total=2.1738 | leaf=2.1738 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 8900 | total=2.1282 | leaf=2.1282 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9000 | total=2.0036 | leaf=2.0036 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9100 | total=2.0097 | leaf=2.0097 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9200 | total=2.0175 | leaf=2.0175 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9300 | total=2.0237 | leaf=2.0237 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9400 | total=2.0091 | leaf=2.0091 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9500 | total=1.9779 | leaf=1.9779 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9600 | total=2.0244 | leaf=2.0244 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9700 | total=2.0268 | leaf=2.0268 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9800 | total=1.9819 | leaf=1.9819 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 9900 | total=2.1161 | leaf=2.1161 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10000 | total=2.0202 | leaf=2.0202 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s + VAL | loss_leaf=2.0331 | loss_ancestor=0.0000 | loss_total=2.0331 + Saved checkpoint: outputs/sad_block_ar/ckpt_10000.pt +step= 10100 | total=2.0685 | leaf=2.0685 | ancestor=0.0000 | lr=3.00e-04 | t=45.8s +step= 10200 | total=2.0162 | leaf=2.0162 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10300 | total=2.0629 | leaf=2.0629 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10400 | total=2.0664 | leaf=2.0664 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10500 | total=1.9891 | leaf=1.9891 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10600 | total=1.9758 | leaf=1.9758 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10700 | total=2.0187 | leaf=2.0187 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10800 | total=2.0272 | leaf=2.0272 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 10900 | total=2.0725 | leaf=2.0725 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 11000 | total=2.0766 | leaf=2.0766 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 11100 | total=2.0568 | leaf=2.0568 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 11200 | total=2.0648 | leaf=2.0648 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 11300 | total=2.0547 | leaf=2.0547 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 11400 | total=1.9838 | leaf=1.9838 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 11500 | total=2.1030 | leaf=2.1030 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 11600 | total=2.0245 | leaf=2.0245 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 11700 | total=2.0479 | leaf=2.0479 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 11800 | total=1.9891 | leaf=1.9891 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 11900 | total=2.0007 | leaf=2.0007 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 12000 | total=2.0115 | leaf=2.0115 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 12100 | total=2.0382 | leaf=2.0382 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 12200 | total=1.9909 | leaf=1.9909 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 12300 | total=1.9808 | leaf=1.9808 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 12400 | total=1.9677 | leaf=1.9677 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 12500 | total=1.9861 | leaf=1.9861 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 12600 | total=2.0454 | leaf=2.0454 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 12700 | total=1.9991 | leaf=1.9991 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 12800 | total=1.9919 | leaf=1.9919 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 12900 | total=1.9018 | leaf=1.9018 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 13000 | total=2.0253 | leaf=2.0253 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 13100 | total=1.9205 | leaf=1.9205 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 13200 | total=1.9943 | leaf=1.9943 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 13300 | total=2.0150 | leaf=2.0150 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 13400 | total=1.9817 | leaf=1.9817 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 13500 | total=1.9655 | leaf=1.9655 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 13600 | total=2.0274 | leaf=2.0274 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 13700 | total=1.9532 | leaf=1.9532 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 13800 | total=2.0130 | leaf=2.0130 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 13900 | total=1.9393 | leaf=1.9393 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 14000 | total=2.0243 | leaf=2.0243 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 14100 | total=1.9888 | leaf=1.9888 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 14200 | total=1.9692 | leaf=1.9692 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 14300 | total=2.0096 | leaf=2.0096 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 14400 | total=1.9212 | leaf=1.9212 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 14500 | total=1.9285 | leaf=1.9285 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 14600 | total=1.9631 | leaf=1.9631 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 14700 | total=1.9558 | leaf=1.9558 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 14800 | total=1.9494 | leaf=1.9494 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 14900 | total=1.9276 | leaf=1.9276 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 15000 | total=2.0391 | leaf=2.0391 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s + VAL | loss_leaf=1.9687 | loss_ancestor=0.0000 | loss_total=1.9687 +step= 15100 | total=1.8946 | leaf=1.8946 | ancestor=0.0000 | lr=3.00e-04 | t=42.6s +step= 15200 | total=2.0038 | leaf=2.0038 | ancestor=0.0000 | lr=3.00e-04 | t=36.6s +step= 15300 | total=2.0308 | leaf=2.0308 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 15400 | total=1.9525 | leaf=1.9525 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 15500 | total=1.9916 | leaf=1.9916 | ancestor=0.0000 | lr=3.00e-04 | t=99.6s +step= 15600 | total=1.9975 | leaf=1.9975 | ancestor=0.0000 | lr=3.00e-04 | t=36.5s +step= 15700 | total=2.0294 | leaf=2.0294 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 15800 | total=1.9319 | leaf=1.9319 | ancestor=0.0000 | lr=2.99e-04 | t=36.6s +step= 15900 | total=1.9776 | leaf=1.9776 | ancestor=0.0000 | lr=2.99e-04 | t=36.6s +step= 16000 | total=1.9661 | leaf=1.9661 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 16100 | total=1.8740 | leaf=1.8740 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 16200 | total=2.0287 | leaf=2.0287 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 16300 | total=2.0555 | leaf=2.0555 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 16400 | total=1.9740 | leaf=1.9740 | ancestor=0.0000 | lr=2.99e-04 | t=36.6s +step= 16500 | total=1.9363 | leaf=1.9363 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 16600 | total=1.9354 | leaf=1.9354 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 16700 | total=1.9213 | leaf=1.9213 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 16800 | total=1.9868 | leaf=1.9868 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 16900 | total=1.9732 | leaf=1.9732 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 17000 | total=1.9801 | leaf=1.9801 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 17100 | total=1.8848 | leaf=1.8848 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 17200 | total=1.9720 | leaf=1.9720 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 17300 | total=1.9445 | leaf=1.9445 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 17400 | total=1.9896 | leaf=1.9896 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 17500 | total=1.9346 | leaf=1.9346 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 17600 | total=1.8771 | leaf=1.8771 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 17700 | total=2.0071 | leaf=2.0071 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 17800 | total=1.9632 | leaf=1.9632 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 17900 | total=1.9495 | leaf=1.9495 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18000 | total=1.8904 | leaf=1.8904 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18100 | total=1.9604 | leaf=1.9604 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18200 | total=2.0039 | leaf=2.0039 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18300 | total=1.9503 | leaf=1.9503 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18400 | total=1.8916 | leaf=1.8916 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18500 | total=1.8889 | leaf=1.8889 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18600 | total=1.9874 | leaf=1.9874 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18700 | total=1.9671 | leaf=1.9671 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18800 | total=1.9582 | leaf=1.9582 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 18900 | total=1.9091 | leaf=1.9091 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19000 | total=1.9007 | leaf=1.9007 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19100 | total=1.9002 | leaf=1.9002 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19200 | total=1.8381 | leaf=1.8381 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19300 | total=1.9115 | leaf=1.9115 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19400 | total=1.9044 | leaf=1.9044 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19500 | total=1.9214 | leaf=1.9214 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19600 | total=1.8885 | leaf=1.8885 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19700 | total=1.9960 | leaf=1.9960 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19800 | total=1.9629 | leaf=1.9629 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 19900 | total=1.8879 | leaf=1.8879 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20000 | total=1.9557 | leaf=1.9557 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s + VAL | loss_leaf=1.9265 | loss_ancestor=0.0000 | loss_total=1.9265 + Saved checkpoint: outputs/sad_block_ar/ckpt_20000.pt +step= 20100 | total=1.9234 | leaf=1.9234 | ancestor=0.0000 | lr=2.99e-04 | t=49.6s +step= 20200 | total=1.9334 | leaf=1.9334 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20300 | total=1.8910 | leaf=1.8910 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20400 | total=1.9108 | leaf=1.9108 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20500 | total=1.8979 | leaf=1.8979 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20600 | total=1.8819 | leaf=1.8819 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20700 | total=1.9146 | leaf=1.9146 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20800 | total=1.9176 | leaf=1.9176 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20900 | total=1.9350 | leaf=1.9350 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 21000 | total=1.9014 | leaf=1.9014 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 21100 | total=1.9375 | leaf=1.9375 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 21200 | total=1.8934 | leaf=1.8934 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 21300 | total=1.9817 | leaf=1.9817 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 21400 | total=1.9358 | leaf=1.9358 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 21500 | total=1.8988 | leaf=1.8988 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 21600 | total=1.9637 | leaf=1.9637 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 21700 | total=1.9690 | leaf=1.9690 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 21800 | total=1.9612 | leaf=1.9612 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 21900 | total=1.9556 | leaf=1.9556 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22000 | total=1.8765 | leaf=1.8765 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22100 | total=1.9154 | leaf=1.9154 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22200 | total=1.8341 | leaf=1.8341 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22300 | total=1.9796 | leaf=1.9796 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22400 | total=1.9007 | leaf=1.9007 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22500 | total=1.9189 | leaf=1.9189 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22600 | total=1.9438 | leaf=1.9438 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22700 | total=1.9258 | leaf=1.9258 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22800 | total=1.8820 | leaf=1.8820 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 22900 | total=1.8396 | leaf=1.8396 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23000 | total=1.9716 | leaf=1.9716 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23100 | total=1.9857 | leaf=1.9857 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23200 | total=1.9148 | leaf=1.9148 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23300 | total=1.9480 | leaf=1.9480 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23400 | total=1.9406 | leaf=1.9406 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23500 | total=1.9105 | leaf=1.9105 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23600 | total=1.9018 | leaf=1.9018 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23700 | total=1.8957 | leaf=1.8957 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23800 | total=1.8493 | leaf=1.8493 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 23900 | total=1.9240 | leaf=1.9240 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24000 | total=1.9809 | leaf=1.9809 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24100 | total=1.8831 | leaf=1.8831 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24200 | total=1.9297 | leaf=1.9297 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24300 | total=1.8869 | leaf=1.8869 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24400 | total=1.8542 | leaf=1.8542 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24500 | total=1.8241 | leaf=1.8241 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24600 | total=1.8859 | leaf=1.8859 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24700 | total=1.9858 | leaf=1.9858 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24800 | total=1.8874 | leaf=1.8874 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 24900 | total=1.8339 | leaf=1.8339 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 25000 | total=1.8752 | leaf=1.8752 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s + VAL | loss_leaf=1.8983 | loss_ancestor=0.0000 | loss_total=1.8983 +step= 25100 | total=1.8835 | leaf=1.8835 | ancestor=0.0000 | lr=2.99e-04 | t=42.6s +step= 25200 | total=1.8977 | leaf=1.8977 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 25300 | total=1.9660 | leaf=1.9660 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 25400 | total=1.8863 | leaf=1.8863 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 25500 | total=1.8597 | leaf=1.8597 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 25600 | total=1.8325 | leaf=1.8325 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 25700 | total=1.8931 | leaf=1.8931 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 25800 | total=1.9617 | leaf=1.9617 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 25900 | total=1.9066 | leaf=1.9066 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26000 | total=1.9014 | leaf=1.9014 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26100 | total=1.8395 | leaf=1.8395 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26200 | total=1.8768 | leaf=1.8768 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26300 | total=1.9241 | leaf=1.9241 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26400 | total=1.8409 | leaf=1.8409 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26500 | total=1.9231 | leaf=1.9231 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26600 | total=1.8551 | leaf=1.8551 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26700 | total=1.9189 | leaf=1.9189 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26800 | total=1.8996 | leaf=1.8996 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 26900 | total=1.8826 | leaf=1.8826 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27000 | total=1.9145 | leaf=1.9145 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27100 | total=1.8267 | leaf=1.8267 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27200 | total=1.8851 | leaf=1.8851 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27300 | total=1.8264 | leaf=1.8264 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27400 | total=1.8236 | leaf=1.8236 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27500 | total=1.8927 | leaf=1.8927 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27600 | total=1.8771 | leaf=1.8771 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27700 | total=1.8844 | leaf=1.8844 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27800 | total=1.8918 | leaf=1.8918 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 27900 | total=1.8022 | leaf=1.8022 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28000 | total=1.9051 | leaf=1.9051 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28100 | total=1.8595 | leaf=1.8595 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28200 | total=1.9415 | leaf=1.9415 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28300 | total=1.9718 | leaf=1.9718 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28400 | total=1.9548 | leaf=1.9548 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28500 | total=1.9023 | leaf=1.9023 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28600 | total=1.8352 | leaf=1.8352 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28700 | total=1.9153 | leaf=1.9153 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28800 | total=1.9456 | leaf=1.9456 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 28900 | total=1.8935 | leaf=1.8935 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29000 | total=1.8337 | leaf=1.8337 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29100 | total=1.8312 | leaf=1.8312 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29200 | total=1.8245 | leaf=1.8245 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29300 | total=1.9113 | leaf=1.9113 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29400 | total=1.9213 | leaf=1.9213 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29500 | total=1.8772 | leaf=1.8772 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29600 | total=1.9227 | leaf=1.9227 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29700 | total=1.9397 | leaf=1.9397 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29800 | total=1.8899 | leaf=1.8899 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 29900 | total=1.8903 | leaf=1.8903 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 30000 | total=1.8492 | leaf=1.8492 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s + VAL | loss_leaf=1.8804 | loss_ancestor=0.0000 | loss_total=1.8804 + Saved checkpoint: outputs/sad_block_ar/ckpt_30000.pt +step= 30100 | total=1.9087 | leaf=1.9087 | ancestor=0.0000 | lr=2.98e-04 | t=49.5s +step= 30200 | total=1.8410 | leaf=1.8410 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 30300 | total=1.8705 | leaf=1.8705 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 30400 | total=1.8541 | leaf=1.8541 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 30500 | total=1.8196 | leaf=1.8196 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 30600 | total=1.8980 | leaf=1.8980 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 30700 | total=1.9035 | leaf=1.9035 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 30800 | total=1.8765 | leaf=1.8765 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 30900 | total=1.9038 | leaf=1.9038 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 31000 | total=1.8566 | leaf=1.8566 | ancestor=0.0000 | lr=2.98e-04 | t=36.6s +step= 31100 | total=1.8461 | leaf=1.8461 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 31200 | total=1.9341 | leaf=1.9341 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 31300 | total=1.9161 | leaf=1.9161 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 31400 | total=1.9014 | leaf=1.9014 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 31500 | total=1.9059 | leaf=1.9059 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 31600 | total=1.8565 | leaf=1.8565 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 31700 | total=1.9245 | leaf=1.9245 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 31800 | total=1.8799 | leaf=1.8799 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 31900 | total=1.9000 | leaf=1.9000 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 32000 | total=1.8607 | leaf=1.8607 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 32100 | total=1.9177 | leaf=1.9177 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 32200 | total=1.8561 | leaf=1.8561 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 32300 | total=1.8860 | leaf=1.8860 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 32400 | total=1.8830 | leaf=1.8830 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 32500 | total=1.8869 | leaf=1.8869 | ancestor=0.0000 | lr=2.98e-04 | t=36.5s +step= 32600 | total=1.8647 | leaf=1.8647 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 32700 | total=1.8951 | leaf=1.8951 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 32800 | total=1.8546 | leaf=1.8546 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 32900 | total=1.8903 | leaf=1.8903 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 33000 | total=1.8241 | leaf=1.8241 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 33100 | total=1.8142 | leaf=1.8142 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 33200 | total=1.9152 | leaf=1.9152 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 33300 | total=1.7988 | leaf=1.7988 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 33400 | total=1.9523 | leaf=1.9523 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 33500 | total=1.7674 | leaf=1.7674 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 33600 | total=1.8438 | leaf=1.8438 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 33700 | total=1.8707 | leaf=1.8707 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 33800 | total=1.9019 | leaf=1.9019 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 33900 | total=1.7648 | leaf=1.7648 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 34000 | total=1.8518 | leaf=1.8518 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 34100 | total=1.9049 | leaf=1.9049 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 34200 | total=1.8726 | leaf=1.8726 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 34300 | total=1.9072 | leaf=1.9072 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 34400 | total=1.8422 | leaf=1.8422 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 34500 | total=1.9099 | leaf=1.9099 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 34600 | total=1.8658 | leaf=1.8658 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 34700 | total=1.9242 | leaf=1.9242 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 34800 | total=1.8071 | leaf=1.8071 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 34900 | total=1.8471 | leaf=1.8471 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 35000 | total=1.9148 | leaf=1.9148 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s + VAL | loss_leaf=1.8697 | loss_ancestor=0.0000 | loss_total=1.8697 +step= 35100 | total=1.8907 | leaf=1.8907 | ancestor=0.0000 | lr=2.97e-04 | t=42.6s +step= 35200 | total=1.8434 | leaf=1.8434 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 35300 | total=1.8797 | leaf=1.8797 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 35400 | total=1.8498 | leaf=1.8498 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 35500 | total=1.8574 | leaf=1.8574 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 35600 | total=1.8560 | leaf=1.8560 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 35700 | total=1.8029 | leaf=1.8029 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 35800 | total=1.8356 | leaf=1.8356 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 35900 | total=1.8793 | leaf=1.8793 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 36000 | total=1.8709 | leaf=1.8709 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 36100 | total=1.8413 | leaf=1.8413 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 36200 | total=1.7941 | leaf=1.7941 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 36300 | total=1.8814 | leaf=1.8814 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 36400 | total=1.9153 | leaf=1.9153 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 36500 | total=1.8860 | leaf=1.8860 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 36600 | total=1.7916 | leaf=1.7916 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 36700 | total=1.8997 | leaf=1.8997 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 36800 | total=1.8962 | leaf=1.8962 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 36900 | total=1.8753 | leaf=1.8753 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 37000 | total=1.8472 | leaf=1.8472 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 37100 | total=1.8476 | leaf=1.8476 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 37200 | total=1.8030 | leaf=1.8030 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 37300 | total=1.8828 | leaf=1.8828 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 37400 | total=1.8275 | leaf=1.8275 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 37500 | total=1.8546 | leaf=1.8546 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 37600 | total=1.8216 | leaf=1.8216 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 37700 | total=1.8833 | leaf=1.8833 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 37800 | total=1.8648 | leaf=1.8648 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 37900 | total=1.8481 | leaf=1.8481 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 38000 | total=1.8420 | leaf=1.8420 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 38100 | total=1.8500 | leaf=1.8500 | ancestor=0.0000 | lr=2.97e-04 | t=36.5s +step= 38200 | total=1.8574 | leaf=1.8574 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 38300 | total=1.8687 | leaf=1.8687 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 38400 | total=1.8529 | leaf=1.8529 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 38500 | total=1.8081 | leaf=1.8081 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 38600 | total=1.8613 | leaf=1.8613 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 38700 | total=1.7649 | leaf=1.7649 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 38800 | total=1.9183 | leaf=1.9183 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 38900 | total=1.9003 | leaf=1.9003 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 39000 | total=1.8854 | leaf=1.8854 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 39100 | total=1.8130 | leaf=1.8130 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 39200 | total=1.8278 | leaf=1.8278 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 39300 | total=1.8867 | leaf=1.8867 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 39400 | total=1.8678 | leaf=1.8678 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 39500 | total=1.8237 | leaf=1.8237 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 39600 | total=1.8789 | leaf=1.8789 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 39700 | total=1.8232 | leaf=1.8232 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 39800 | total=1.8242 | leaf=1.8242 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 39900 | total=1.8346 | leaf=1.8346 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40000 | total=1.8501 | leaf=1.8501 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s + VAL | loss_leaf=1.8574 | loss_ancestor=0.0000 | loss_total=1.8574 + Saved checkpoint: outputs/sad_block_ar/ckpt_40000.pt +step= 40100 | total=1.8764 | leaf=1.8764 | ancestor=0.0000 | lr=2.96e-04 | t=49.4s +step= 40200 | total=1.8919 | leaf=1.8919 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40300 | total=1.8255 | leaf=1.8255 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40400 | total=1.8216 | leaf=1.8216 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40500 | total=1.8612 | leaf=1.8612 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40600 | total=1.7640 | leaf=1.7640 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40700 | total=1.8586 | leaf=1.8586 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40800 | total=1.8817 | leaf=1.8817 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 40900 | total=1.8973 | leaf=1.8973 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41000 | total=1.8617 | leaf=1.8617 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41100 | total=1.8272 | leaf=1.8272 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41200 | total=1.8610 | leaf=1.8610 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41300 | total=1.7967 | leaf=1.7967 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41400 | total=1.8559 | leaf=1.8559 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41500 | total=1.8496 | leaf=1.8496 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41600 | total=1.8637 | leaf=1.8637 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41700 | total=1.8725 | leaf=1.8725 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41800 | total=1.8541 | leaf=1.8541 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 41900 | total=1.8645 | leaf=1.8645 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 42000 | total=1.8276 | leaf=1.8276 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 42100 | total=1.8213 | leaf=1.8213 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 42200 | total=1.8206 | leaf=1.8206 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 42300 | total=1.8645 | leaf=1.8645 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 42400 | total=1.8366 | leaf=1.8366 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 42500 | total=1.8362 | leaf=1.8362 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 42600 | total=1.7872 | leaf=1.7872 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 42700 | total=1.8101 | leaf=1.8101 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 42800 | total=1.8865 | leaf=1.8865 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 42900 | total=1.8148 | leaf=1.8148 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 43000 | total=1.8474 | leaf=1.8474 | ancestor=0.0000 | lr=2.96e-04 | t=36.5s +step= 43100 | total=1.8452 | leaf=1.8452 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 43200 | total=1.8537 | leaf=1.8537 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 43300 | total=1.9226 | leaf=1.9226 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 43400 | total=1.8693 | leaf=1.8693 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 43500 | total=1.8614 | leaf=1.8614 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 43600 | total=1.8804 | leaf=1.8804 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 43700 | total=1.8254 | leaf=1.8254 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 43800 | total=1.8390 | leaf=1.8390 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 43900 | total=1.8697 | leaf=1.8697 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 44000 | total=1.8332 | leaf=1.8332 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 44100 | total=1.7740 | leaf=1.7740 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 44200 | total=1.8056 | leaf=1.8056 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 44300 | total=1.8659 | leaf=1.8659 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 44400 | total=1.8109 | leaf=1.8109 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 44500 | total=1.8362 | leaf=1.8362 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 44600 | total=1.8724 | leaf=1.8724 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 44700 | total=1.8106 | leaf=1.8106 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 44800 | total=1.8128 | leaf=1.8128 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 44900 | total=1.8360 | leaf=1.8360 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 45000 | total=1.8797 | leaf=1.8797 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s + VAL | loss_leaf=1.8383 | loss_ancestor=0.0000 | loss_total=1.8383 +step= 45100 | total=1.8551 | leaf=1.8551 | ancestor=0.0000 | lr=2.95e-04 | t=42.6s +step= 45200 | total=1.8899 | leaf=1.8899 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 45300 | total=1.8891 | leaf=1.8891 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 45400 | total=1.7787 | leaf=1.7787 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 45500 | total=1.7827 | leaf=1.7827 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 45600 | total=1.8350 | leaf=1.8350 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 45700 | total=1.8103 | leaf=1.8103 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 45800 | total=1.8418 | leaf=1.8418 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 45900 | total=1.8202 | leaf=1.8202 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 46000 | total=1.8515 | leaf=1.8515 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 46100 | total=1.8703 | leaf=1.8703 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 46200 | total=1.8013 | leaf=1.8013 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 46300 | total=1.8666 | leaf=1.8666 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 46400 | total=1.8038 | leaf=1.8038 | ancestor=0.0000 | lr=2.95e-04 | t=36.6s +step= 46500 | total=1.8280 | leaf=1.8280 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 46600 | total=1.7981 | leaf=1.7981 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 46700 | total=1.8201 | leaf=1.8201 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 46800 | total=1.8578 | leaf=1.8578 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 46900 | total=1.8675 | leaf=1.8675 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 47000 | total=1.8492 | leaf=1.8492 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 47100 | total=1.7850 | leaf=1.7850 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 47200 | total=1.7887 | leaf=1.7887 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 47300 | total=1.7457 | leaf=1.7457 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 47400 | total=1.8700 | leaf=1.8700 | ancestor=0.0000 | lr=2.95e-04 | t=36.5s +step= 47500 | total=1.8378 | leaf=1.8378 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 47600 | total=1.8248 | leaf=1.8248 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 47700 | total=1.8287 | leaf=1.8287 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 47800 | total=1.8618 | leaf=1.8618 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s 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t=36.5s +step= 49100 | total=1.8374 | leaf=1.8374 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 49200 | total=1.7812 | leaf=1.7812 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 49300 | total=1.8698 | leaf=1.8698 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 49400 | total=1.8172 | leaf=1.8172 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 49500 | total=1.8968 | leaf=1.8968 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 49600 | total=1.8193 | leaf=1.8193 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 49700 | total=1.8325 | leaf=1.8325 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 49800 | total=1.8172 | leaf=1.8172 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 49900 | total=1.8013 | leaf=1.8013 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s +step= 50000 | total=1.8667 | leaf=1.8667 | ancestor=0.0000 | lr=2.94e-04 | t=36.5s + VAL | loss_leaf=1.8328 | loss_ancestor=0.0000 | loss_total=1.8328 + Saved checkpoint: outputs/sad_block_ar/ckpt_50000.pt +step= 50100 | total=1.8180 | 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52500 | total=1.7999 | leaf=1.7999 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 52600 | total=1.8376 | leaf=1.8376 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 52700 | total=1.8272 | leaf=1.8272 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 52800 | total=1.8030 | leaf=1.8030 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 52900 | total=1.8114 | leaf=1.8114 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 53000 | total=1.8144 | leaf=1.8144 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 53100 | total=1.8416 | leaf=1.8416 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 53200 | total=1.7911 | leaf=1.7911 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 53300 | total=1.8665 | leaf=1.8665 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 53400 | total=1.7845 | leaf=1.7845 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 53500 | total=1.8492 | leaf=1.8492 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 53600 | total=1.8515 | leaf=1.8515 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s 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t=36.5s +step= 54900 | total=1.9004 | leaf=1.9004 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s +step= 55000 | total=1.8867 | leaf=1.8867 | ancestor=0.0000 | lr=2.93e-04 | t=36.5s + VAL | loss_leaf=1.8269 | loss_ancestor=0.0000 | loss_total=1.8269 +step= 55100 | total=1.9227 | leaf=1.9227 | ancestor=0.0000 | lr=2.92e-04 | t=42.6s +step= 55200 | total=1.8829 | leaf=1.8829 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 55300 | total=1.8853 | leaf=1.8853 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 55400 | total=1.8825 | leaf=1.8825 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 55500 | total=1.8517 | leaf=1.8517 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 55600 | total=1.8012 | leaf=1.8012 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 55700 | total=1.7812 | leaf=1.7812 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 55800 | total=1.7787 | leaf=1.7787 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 55900 | total=1.8613 | leaf=1.8613 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s 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t=36.5s +step= 57200 | total=1.7578 | leaf=1.7578 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 57300 | total=1.7832 | leaf=1.7832 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 57400 | total=1.7810 | leaf=1.7810 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 57500 | total=1.8150 | leaf=1.8150 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 57600 | total=1.8233 | leaf=1.8233 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 57700 | total=1.7793 | leaf=1.7793 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 57800 | total=1.8802 | leaf=1.8802 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 57900 | total=1.8070 | leaf=1.8070 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 58000 | total=1.8150 | leaf=1.8150 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 58100 | total=1.8226 | leaf=1.8226 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 58200 | total=1.8340 | leaf=1.8340 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 58300 | total=1.8380 | leaf=1.8380 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 58400 | total=1.7733 | leaf=1.7733 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 58500 | total=1.8195 | leaf=1.8195 | ancestor=0.0000 | lr=2.92e-04 | t=36.5s +step= 58600 | total=1.8870 | leaf=1.8870 | ancestor=0.0000 | lr=2.91e-04 | t=37.0s +step= 58700 | total=1.7553 | leaf=1.7553 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 58800 | total=1.7821 | leaf=1.7821 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 58900 | total=1.7733 | leaf=1.7733 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59000 | total=1.8886 | leaf=1.8886 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59100 | total=1.7955 | leaf=1.7955 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59200 | total=1.8228 | leaf=1.8228 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59300 | total=1.7555 | leaf=1.7555 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59400 | total=1.8798 | leaf=1.8798 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59500 | total=1.8225 | leaf=1.8225 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59600 | total=1.8291 | leaf=1.8291 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59700 | total=1.8539 | leaf=1.8539 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59800 | total=1.9034 | leaf=1.9034 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 59900 | total=1.8483 | leaf=1.8483 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 60000 | total=1.7559 | leaf=1.7559 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s + VAL | loss_leaf=1.8217 | loss_ancestor=0.0000 | loss_total=1.8217 + Saved checkpoint: outputs/sad_block_ar/ckpt_60000.pt +step= 60100 | total=1.8120 | leaf=1.8120 | ancestor=0.0000 | lr=2.91e-04 | t=49.4s +step= 60200 | total=1.8474 | leaf=1.8474 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 60300 | total=1.7927 | leaf=1.7927 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 60400 | total=1.7723 | leaf=1.7723 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 60500 | total=1.7621 | leaf=1.7621 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 60600 | total=1.7540 | leaf=1.7540 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 60700 | total=1.8500 | leaf=1.8500 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 60800 | total=1.7834 | leaf=1.7834 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 60900 | total=1.8084 | leaf=1.8084 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61000 | total=1.8858 | leaf=1.8858 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61100 | total=1.7534 | leaf=1.7534 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61200 | total=1.8579 | leaf=1.8579 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61300 | total=1.8033 | leaf=1.8033 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61400 | total=1.8172 | leaf=1.8172 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61500 | total=1.8560 | leaf=1.8560 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61600 | total=1.8247 | leaf=1.8247 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61700 | total=1.7661 | leaf=1.7661 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61800 | total=1.7804 | leaf=1.7804 | ancestor=0.0000 | lr=2.91e-04 | t=36.5s +step= 61900 | total=1.8004 | leaf=1.8004 | ancestor=0.0000 | lr=2.90e-04 | t=36.6s +step= 62000 | total=1.7895 | leaf=1.7895 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 62100 | total=1.8547 | leaf=1.8547 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 62200 | total=1.7726 | leaf=1.7726 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 62300 | total=1.8285 | leaf=1.8285 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 62400 | total=1.8148 | leaf=1.8148 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 62500 | total=1.7544 | leaf=1.7544 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 62600 | total=1.7840 | leaf=1.7840 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 62700 | total=1.7951 | leaf=1.7951 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 62800 | total=1.8140 | leaf=1.8140 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 62900 | total=1.8226 | leaf=1.8226 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 63000 | total=1.7929 | leaf=1.7929 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 63100 | total=1.8116 | leaf=1.8116 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 63200 | total=1.8086 | leaf=1.8086 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 63300 | total=1.7994 | leaf=1.7994 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 63400 | total=1.8140 | leaf=1.8140 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 63500 | total=1.7881 | leaf=1.7881 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 63600 | total=1.8505 | leaf=1.8505 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 63700 | total=1.8812 | leaf=1.8812 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 63800 | total=1.8595 | leaf=1.8595 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 63900 | total=1.7771 | leaf=1.7771 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64000 | total=1.8009 | leaf=1.8009 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64100 | total=1.7633 | leaf=1.7633 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64200 | total=1.7666 | leaf=1.7666 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64300 | total=1.7101 | leaf=1.7101 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64400 | total=1.7990 | leaf=1.7990 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64500 | total=1.8056 | leaf=1.8056 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64600 | total=1.7612 | leaf=1.7612 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64700 | total=1.7632 | leaf=1.7632 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64800 | total=1.8065 | leaf=1.8065 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 64900 | total=1.7742 | leaf=1.7742 | ancestor=0.0000 | lr=2.90e-04 | t=36.5s +step= 65000 | total=1.8065 | leaf=1.8065 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s + VAL | loss_leaf=1.8142 | loss_ancestor=0.0000 | loss_total=1.8142 +step= 65100 | total=1.7601 | leaf=1.7601 | ancestor=0.0000 | lr=2.89e-04 | t=42.6s +step= 65200 | total=1.8410 | leaf=1.8410 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 65300 | total=1.8229 | leaf=1.8229 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 65400 | total=1.8361 | leaf=1.8361 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 65500 | total=1.8172 | leaf=1.8172 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 65600 | total=1.7436 | leaf=1.7436 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 65700 | total=1.7024 | leaf=1.7024 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 65800 | total=1.8308 | leaf=1.8308 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 65900 | total=1.6976 | leaf=1.6976 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 66000 | total=1.8588 | leaf=1.8588 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 66100 | total=1.8113 | leaf=1.8113 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 66200 | total=1.8487 | leaf=1.8487 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 66300 | total=1.8318 | leaf=1.8318 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 66400 | total=1.8290 | leaf=1.8290 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 66500 | total=1.8592 | leaf=1.8592 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 66600 | total=1.8227 | leaf=1.8227 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 66700 | total=1.8307 | leaf=1.8307 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 66800 | total=1.8834 | leaf=1.8834 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 66900 | total=1.7576 | leaf=1.7576 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 67000 | total=1.7341 | leaf=1.7341 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 67100 | total=1.7640 | leaf=1.7640 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 67200 | total=1.8235 | leaf=1.8235 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 67300 | total=1.8015 | leaf=1.8015 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 67400 | total=1.8124 | leaf=1.8124 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 67500 | total=1.8053 | leaf=1.8053 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 67600 | total=1.7812 | leaf=1.7812 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 67700 | total=1.7712 | leaf=1.7712 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 67800 | total=1.7769 | leaf=1.7769 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 67900 | total=1.7680 | leaf=1.7680 | ancestor=0.0000 | lr=2.89e-04 | t=36.5s +step= 68000 | total=1.8336 | leaf=1.8336 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 68100 | total=1.7837 | leaf=1.7837 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 68200 | total=1.8790 | leaf=1.8790 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 68300 | total=1.7996 | leaf=1.7996 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 68400 | total=1.8109 | leaf=1.8109 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 68500 | total=1.8116 | leaf=1.8116 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 68600 | total=1.8446 | leaf=1.8446 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 68700 | total=1.8464 | leaf=1.8464 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 68800 | total=1.8568 | leaf=1.8568 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 68900 | total=1.7776 | leaf=1.7776 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 69000 | total=1.8226 | leaf=1.8226 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 69100 | total=1.7987 | leaf=1.7987 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 69200 | total=1.7617 | leaf=1.7617 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 69300 | total=1.8350 | leaf=1.8350 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 69400 | total=1.8479 | leaf=1.8479 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 69500 | total=1.7865 | leaf=1.7865 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 69600 | total=1.7907 | leaf=1.7907 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 69700 | total=1.7680 | leaf=1.7680 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 69800 | total=1.7485 | leaf=1.7485 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 69900 | total=1.7968 | leaf=1.7968 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 70000 | total=1.7858 | leaf=1.7858 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s + VAL | loss_leaf=1.8085 | loss_ancestor=0.0000 | loss_total=1.8085 + Saved checkpoint: outputs/sad_block_ar/ckpt_70000.pt +step= 70100 | total=1.8630 | leaf=1.8630 | ancestor=0.0000 | lr=2.88e-04 | t=49.4s +step= 70200 | total=1.8602 | leaf=1.8602 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 70300 | total=1.7612 | leaf=1.7612 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 70400 | total=1.7908 | leaf=1.7908 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 70500 | total=1.7469 | leaf=1.7469 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 70600 | total=1.8312 | leaf=1.8312 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 70700 | total=1.8700 | leaf=1.8700 | ancestor=0.0000 | lr=2.88e-04 | t=36.5s +step= 70800 | total=1.7400 | leaf=1.7400 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 70900 | total=1.8043 | leaf=1.8043 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 71000 | total=1.7981 | leaf=1.7981 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 71100 | total=1.7872 | leaf=1.7872 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 71200 | total=1.7825 | leaf=1.7825 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 71300 | total=1.7308 | leaf=1.7308 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 71400 | total=1.7788 | leaf=1.7788 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 71500 | total=1.8242 | leaf=1.8242 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 71600 | total=1.8954 | leaf=1.8954 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 71700 | total=1.7694 | leaf=1.7694 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 71800 | total=1.8244 | leaf=1.8244 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 71900 | total=1.7005 | leaf=1.7005 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 72000 | total=1.8335 | leaf=1.8335 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 72100 | total=1.8100 | leaf=1.8100 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 72200 | total=1.7478 | leaf=1.7478 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 72300 | total=1.7573 | leaf=1.7573 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 72400 | total=1.7436 | leaf=1.7436 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 72500 | total=1.8189 | leaf=1.8189 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 72600 | total=1.8695 | leaf=1.8695 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 72700 | total=1.8306 | leaf=1.8306 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 72800 | total=1.7926 | leaf=1.7926 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 72900 | total=1.7892 | leaf=1.7892 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 73000 | total=1.7664 | leaf=1.7664 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 73100 | total=1.7341 | leaf=1.7341 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 73200 | total=1.7657 | leaf=1.7657 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 73300 | total=1.8023 | leaf=1.8023 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 73400 | total=1.8045 | leaf=1.8045 | ancestor=0.0000 | lr=2.87e-04 | t=36.5s +step= 73500 | total=1.7675 | leaf=1.7675 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 73600 | total=1.7405 | leaf=1.7405 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 73700 | total=1.8194 | leaf=1.8194 | ancestor=0.0000 | lr=2.86e-04 | t=37.7s +step= 73800 | total=1.7890 | leaf=1.7890 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 73900 | total=1.8155 | leaf=1.8155 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 74000 | total=1.8478 | leaf=1.8478 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 74100 | total=1.8123 | leaf=1.8123 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 74200 | total=1.8579 | leaf=1.8579 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 74300 | total=1.7702 | leaf=1.7702 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 74400 | total=1.8897 | leaf=1.8897 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 74500 | total=1.7682 | leaf=1.7682 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 74600 | total=1.7381 | leaf=1.7381 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 74700 | total=1.8437 | leaf=1.8437 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 74800 | total=1.8005 | leaf=1.8005 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 74900 | total=1.8358 | leaf=1.8358 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 75000 | total=1.8058 | leaf=1.8058 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s + VAL | loss_leaf=1.8024 | loss_ancestor=0.0000 | loss_total=1.8024 +step= 75100 | total=1.8183 | leaf=1.8183 | ancestor=0.0000 | lr=2.86e-04 | t=42.7s +step= 75200 | total=1.7351 | leaf=1.7351 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 75300 | total=1.7762 | leaf=1.7762 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 75400 | total=1.7654 | leaf=1.7654 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 75500 | total=1.7932 | leaf=1.7932 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 75600 | total=1.7815 | leaf=1.7815 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 75700 | total=1.7788 | leaf=1.7788 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 75800 | total=1.7646 | leaf=1.7646 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 75900 | total=1.7627 | leaf=1.7627 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 76000 | total=1.8318 | leaf=1.8318 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 76100 | total=1.8099 | leaf=1.8099 | ancestor=0.0000 | lr=2.86e-04 | t=36.5s +step= 76200 | total=1.8441 | leaf=1.8441 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 76300 | total=1.8020 | leaf=1.8020 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 76400 | total=1.7189 | leaf=1.7189 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 76500 | total=1.7578 | leaf=1.7578 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 76600 | total=1.7121 | leaf=1.7121 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 76700 | total=1.7603 | leaf=1.7603 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 76800 | total=1.7837 | leaf=1.7837 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 76900 | total=1.8053 | leaf=1.8053 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 77000 | total=1.7847 | leaf=1.7847 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 77100 | total=1.7679 | leaf=1.7679 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 77200 | total=1.7872 | leaf=1.7872 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 77300 | total=1.7516 | leaf=1.7516 | ancestor=0.0000 | lr=2.85e-04 | t=36.6s +step= 77400 | total=1.7520 | leaf=1.7520 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 77500 | total=1.8567 | leaf=1.8567 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 77600 | total=1.8256 | leaf=1.8256 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 77700 | total=1.7467 | leaf=1.7467 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 77800 | total=1.7651 | leaf=1.7651 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 77900 | total=1.7505 | leaf=1.7505 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 78000 | total=1.8409 | leaf=1.8409 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 78100 | total=1.7606 | leaf=1.7606 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 78200 | total=1.7121 | leaf=1.7121 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 78300 | total=1.7908 | leaf=1.7908 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 78400 | total=1.8036 | leaf=1.8036 | ancestor=0.0000 | lr=2.85e-04 | t=37.0s +step= 78500 | total=1.7800 | leaf=1.7800 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 78600 | total=1.7799 | leaf=1.7799 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 78700 | total=1.8152 | leaf=1.8152 | ancestor=0.0000 | lr=2.85e-04 | t=36.5s +step= 78800 | total=1.7789 | leaf=1.7789 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 78900 | total=1.7797 | leaf=1.7797 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 79000 | total=1.8024 | leaf=1.8024 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 79100 | total=1.7950 | leaf=1.7950 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 79200 | total=1.7721 | leaf=1.7721 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 79300 | total=1.7962 | leaf=1.7962 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 79400 | total=1.8347 | leaf=1.8347 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 79500 | total=1.8606 | leaf=1.8606 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 79600 | total=1.8001 | leaf=1.8001 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 79700 | total=1.7163 | leaf=1.7163 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 79800 | total=1.7955 | leaf=1.7955 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 79900 | total=1.7575 | leaf=1.7575 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 80000 | total=1.8278 | leaf=1.8278 | ancestor=0.0000 | lr=2.84e-04 | t=37.1s + VAL | loss_leaf=1.7937 | loss_ancestor=0.0000 | loss_total=1.7937 + Saved checkpoint: outputs/sad_block_ar/ckpt_80000.pt +step= 80100 | total=1.7954 | leaf=1.7954 | ancestor=0.0000 | lr=2.84e-04 | t=49.5s +step= 80200 | total=1.8070 | leaf=1.8070 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 80300 | total=1.8034 | leaf=1.8034 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 80400 | total=1.8230 | leaf=1.8230 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 80500 | total=1.7995 | leaf=1.7995 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 80600 | total=1.7687 | leaf=1.7687 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 80700 | total=1.8073 | leaf=1.8073 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 80800 | total=1.7762 | leaf=1.7762 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 80900 | total=1.7695 | leaf=1.7695 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 81000 | total=1.7862 | leaf=1.7862 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 81100 | total=1.7593 | leaf=1.7593 | ancestor=0.0000 | lr=2.84e-04 | t=36.5s +step= 81200 | total=1.7894 | leaf=1.7894 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 81300 | total=1.7788 | leaf=1.7788 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 81400 | total=1.7802 | leaf=1.7802 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 81500 | total=1.8359 | leaf=1.8359 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 81600 | total=1.8294 | leaf=1.8294 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 81700 | total=1.8277 | leaf=1.8277 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 81800 | total=1.7913 | leaf=1.7913 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 81900 | total=1.8052 | leaf=1.8052 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 82000 | total=1.8200 | leaf=1.8200 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 82100 | total=1.7874 | leaf=1.7874 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 82200 | total=1.7847 | leaf=1.7847 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 82300 | total=1.8348 | leaf=1.8348 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 82400 | total=1.7825 | leaf=1.7825 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 82500 | total=1.8669 | leaf=1.8669 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 82600 | total=1.8145 | leaf=1.8145 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 82700 | total=1.7335 | leaf=1.7335 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 82800 | total=1.8125 | leaf=1.8125 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 82900 | total=1.8181 | leaf=1.8181 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 83000 | total=1.8047 | leaf=1.8047 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 83100 | total=1.7609 | leaf=1.7609 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 83200 | total=1.7446 | leaf=1.7446 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 83300 | total=1.7016 | leaf=1.7016 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 83400 | total=1.7792 | leaf=1.7792 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 83500 | total=1.7733 | leaf=1.7733 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 83600 | total=1.7957 | leaf=1.7957 | ancestor=0.0000 | lr=2.83e-04 | t=36.5s +step= 83700 | total=1.7988 | leaf=1.7988 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 83800 | total=1.7793 | leaf=1.7793 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 83900 | total=1.7779 | leaf=1.7779 | ancestor=0.0000 | lr=2.82e-04 | t=37.0s +step= 84000 | total=1.8390 | leaf=1.8390 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 84100 | total=1.8047 | leaf=1.8047 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 84200 | total=1.8376 | leaf=1.8376 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 84300 | total=1.7407 | leaf=1.7407 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 84400 | total=1.7961 | leaf=1.7961 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 84500 | total=1.8304 | leaf=1.8304 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 84600 | total=1.7602 | leaf=1.7602 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 84700 | total=1.7532 | leaf=1.7532 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 84800 | total=1.7636 | leaf=1.7636 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 84900 | total=1.8347 | leaf=1.8347 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 85000 | total=1.6969 | leaf=1.6969 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s + VAL | loss_leaf=1.7974 | loss_ancestor=0.0000 | loss_total=1.7974 +step= 85100 | total=1.7287 | leaf=1.7287 | ancestor=0.0000 | lr=2.82e-04 | t=42.6s +step= 85200 | total=1.7617 | leaf=1.7617 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 85300 | total=1.7318 | leaf=1.7318 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 85400 | total=1.8480 | leaf=1.8480 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 85500 | total=1.8650 | leaf=1.8650 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 85600 | total=1.7654 | leaf=1.7654 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 85700 | total=1.7142 | leaf=1.7142 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 85800 | total=1.7717 | leaf=1.7717 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 85900 | total=1.8248 | leaf=1.8248 | ancestor=0.0000 | lr=2.82e-04 | t=36.5s +step= 86000 | total=1.8121 | leaf=1.8121 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 86100 | total=1.8049 | leaf=1.8049 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 86200 | total=1.8094 | leaf=1.8094 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 86300 | total=1.7936 | leaf=1.7936 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 86400 | total=1.8292 | leaf=1.8292 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 86500 | total=1.8104 | leaf=1.8104 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 86600 | total=1.8038 | leaf=1.8038 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 86700 | total=1.7967 | leaf=1.7967 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 86800 | total=1.8364 | leaf=1.8364 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 86900 | total=1.8025 | leaf=1.8025 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 87000 | total=1.7645 | leaf=1.7645 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 87100 | total=1.7208 | leaf=1.7208 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 87200 | total=1.7688 | leaf=1.7688 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 87300 | total=1.8596 | leaf=1.8596 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 87400 | total=1.8077 | leaf=1.8077 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 87500 | total=1.7926 | leaf=1.7926 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 87600 | total=1.7478 | leaf=1.7478 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 87700 | total=1.7472 | leaf=1.7472 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 87800 | total=1.7814 | leaf=1.7814 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 87900 | total=1.7079 | leaf=1.7079 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 88000 | total=1.7533 | leaf=1.7533 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 88100 | total=1.7946 | leaf=1.7946 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 88200 | total=1.8024 | leaf=1.8024 | ancestor=0.0000 | lr=2.81e-04 | t=36.5s +step= 88300 | total=1.7948 | leaf=1.7948 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 88400 | total=1.7654 | leaf=1.7654 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 88500 | total=1.8526 | leaf=1.8526 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 88600 | total=1.6860 | leaf=1.6860 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 88700 | total=1.7885 | leaf=1.7885 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 88800 | total=1.8177 | leaf=1.8177 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 88900 | total=1.7394 | leaf=1.7394 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 89000 | total=1.7755 | leaf=1.7755 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 89100 | total=1.7711 | leaf=1.7711 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 89200 | total=1.7684 | leaf=1.7684 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 89300 | total=1.7947 | leaf=1.7947 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 89400 | total=1.7453 | leaf=1.7453 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 89500 | total=1.6963 | leaf=1.6963 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 89600 | total=1.7928 | leaf=1.7928 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 89700 | total=1.7675 | leaf=1.7675 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 89800 | total=1.7237 | leaf=1.7237 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 89900 | total=1.7604 | leaf=1.7604 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 90000 | total=1.8021 | leaf=1.8021 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s + VAL | loss_leaf=1.7894 | loss_ancestor=0.0000 | loss_total=1.7894 + Saved checkpoint: outputs/sad_block_ar/ckpt_90000.pt +step= 90100 | total=1.8341 | leaf=1.8341 | ancestor=0.0000 | lr=2.80e-04 | t=49.4s +step= 90200 | total=1.7189 | leaf=1.7189 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 90300 | total=1.7847 | leaf=1.7847 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 90400 | total=1.9027 | leaf=1.9027 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 90500 | total=1.7634 | leaf=1.7634 | ancestor=0.0000 | lr=2.80e-04 | t=36.5s +step= 90600 | total=1.7348 | leaf=1.7348 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 90700 | total=1.7832 | leaf=1.7832 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 90800 | total=1.7732 | leaf=1.7732 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 90900 | total=1.7536 | leaf=1.7536 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 91000 | total=1.7669 | leaf=1.7669 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 91100 | total=1.7956 | leaf=1.7956 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 91200 | total=1.7356 | leaf=1.7356 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 91300 | total=1.8226 | leaf=1.8226 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 91400 | total=1.7660 | leaf=1.7660 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 91500 | total=1.8268 | leaf=1.8268 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 91600 | total=1.7851 | leaf=1.7851 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 91700 | total=1.7636 | leaf=1.7636 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 91800 | total=1.7531 | leaf=1.7531 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 91900 | total=1.7612 | leaf=1.7612 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 92000 | total=1.8006 | leaf=1.8006 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 92100 | total=1.7510 | leaf=1.7510 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 92200 | total=1.8099 | leaf=1.8099 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 92300 | total=1.6811 | leaf=1.6811 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 92400 | total=1.8106 | leaf=1.8106 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 92500 | total=1.8054 | leaf=1.8054 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 92600 | total=1.7634 | leaf=1.7634 | ancestor=0.0000 | lr=2.79e-04 | t=36.5s +step= 92700 | total=1.7620 | leaf=1.7620 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 92800 | total=1.7338 | leaf=1.7338 | ancestor=0.0000 | lr=2.78e-04 | t=36.6s +step= 92900 | total=1.8428 | leaf=1.8428 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 93000 | total=1.8186 | leaf=1.8186 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 93100 | total=1.8230 | leaf=1.8230 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 93200 | total=1.7641 | leaf=1.7641 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 93300 | total=1.7372 | leaf=1.7372 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 93400 | total=1.7685 | leaf=1.7685 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 93500 | total=1.7840 | leaf=1.7840 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 93600 | total=1.7711 | leaf=1.7711 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 93700 | total=1.8276 | leaf=1.8276 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 93800 | total=1.7532 | leaf=1.7532 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 93900 | total=1.7415 | leaf=1.7415 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 94000 | total=1.8330 | leaf=1.8330 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 94100 | total=1.7723 | leaf=1.7723 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 94200 | total=1.7593 | leaf=1.7593 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 94300 | total=1.7666 | leaf=1.7666 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 94400 | total=1.7853 | leaf=1.7853 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 94500 | total=1.7784 | leaf=1.7784 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 94600 | total=1.7456 | leaf=1.7456 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 94700 | total=1.7203 | leaf=1.7203 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 94800 | total=1.8219 | leaf=1.8219 | ancestor=0.0000 | lr=2.78e-04 | t=36.5s +step= 94900 | total=1.8415 | leaf=1.8415 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95000 | total=1.7708 | leaf=1.7708 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s + VAL | loss_leaf=1.7883 | loss_ancestor=0.0000 | loss_total=1.7883 +step= 95100 | total=1.7926 | leaf=1.7926 | ancestor=0.0000 | lr=2.77e-04 | t=42.6s +step= 95200 | total=1.7644 | leaf=1.7644 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95300 | total=1.8458 | leaf=1.8458 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95400 | total=1.8075 | leaf=1.8075 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95500 | total=1.7204 | leaf=1.7204 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95600 | total=1.8072 | leaf=1.8072 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95700 | total=1.7685 | leaf=1.7685 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95800 | total=1.6992 | leaf=1.6992 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 95900 | total=1.8017 | leaf=1.8017 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96000 | total=1.8014 | leaf=1.8014 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96100 | total=1.8066 | leaf=1.8066 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96200 | total=1.8094 | leaf=1.8094 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96300 | total=1.7703 | leaf=1.7703 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96400 | total=1.7463 | leaf=1.7463 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96500 | total=1.7512 | leaf=1.7512 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96600 | total=1.7763 | leaf=1.7763 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96700 | total=1.7698 | leaf=1.7698 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96800 | total=1.7887 | leaf=1.7887 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 96900 | total=1.7687 | leaf=1.7687 | ancestor=0.0000 | lr=2.77e-04 | t=36.5s +step= 97000 | total=1.7428 | leaf=1.7428 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 97100 | total=1.7605 | leaf=1.7605 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 97200 | total=1.7444 | leaf=1.7444 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 97300 | total=1.8885 | leaf=1.8885 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 97400 | total=1.8282 | leaf=1.8282 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 97500 | total=1.8181 | leaf=1.8181 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 97600 | total=1.8151 | leaf=1.8151 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 97700 | total=1.7407 | leaf=1.7407 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 97800 | total=1.7944 | leaf=1.7944 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 97900 | total=1.7742 | leaf=1.7742 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 98000 | total=1.8049 | leaf=1.8049 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 98100 | total=1.7200 | leaf=1.7200 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 98200 | total=1.7847 | leaf=1.7847 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 98300 | total=1.7546 | leaf=1.7546 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 98400 | total=1.8512 | leaf=1.8512 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 98500 | total=1.7543 | leaf=1.7543 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 98600 | total=1.7922 | leaf=1.7922 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 98700 | total=1.7674 | leaf=1.7674 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 98800 | total=1.7969 | leaf=1.7969 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 98900 | total=1.7880 | leaf=1.7880 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 99000 | total=1.7396 | leaf=1.7396 | ancestor=0.0000 | lr=2.76e-04 | t=36.5s +step= 99100 | total=1.8495 | leaf=1.8495 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step= 99200 | total=1.7483 | leaf=1.7483 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step= 99300 | total=1.7696 | leaf=1.7696 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step= 99400 | total=1.8051 | leaf=1.8051 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step= 99500 | total=1.7853 | leaf=1.7853 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step= 99600 | total=1.7116 | leaf=1.7116 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step= 99700 | total=1.7563 | leaf=1.7563 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step= 99800 | total=1.7891 | leaf=1.7891 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step= 99900 | total=1.7461 | leaf=1.7461 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100000 | total=1.6588 | leaf=1.6588 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s + VAL | loss_leaf=1.7831 | loss_ancestor=0.0000 | loss_total=1.7831 + Saved checkpoint: outputs/sad_block_ar/ckpt_100000.pt +step=100100 | total=1.7531 | leaf=1.7531 | ancestor=0.0000 | lr=2.75e-04 | t=49.4s +step=100200 | total=1.7524 | leaf=1.7524 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100300 | total=1.8257 | leaf=1.8257 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100400 | total=1.7889 | leaf=1.7889 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100500 | total=1.8073 | leaf=1.8073 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100600 | total=1.7129 | leaf=1.7129 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100700 | total=1.7599 | leaf=1.7599 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100800 | total=1.7149 | leaf=1.7149 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=100900 | total=1.7811 | leaf=1.7811 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=101000 | total=1.7550 | leaf=1.7550 | ancestor=0.0000 | lr=2.75e-04 | t=36.5s +step=101100 | total=1.7979 | leaf=1.7979 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=101200 | total=1.7183 | leaf=1.7183 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=101300 | total=1.7712 | leaf=1.7712 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=101400 | total=1.8269 | leaf=1.8269 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=101500 | total=1.7430 | leaf=1.7430 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=101600 | total=1.7677 | leaf=1.7677 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=101700 | total=1.7795 | leaf=1.7795 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=101800 | total=1.8702 | leaf=1.8702 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=101900 | total=1.6961 | leaf=1.6961 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102000 | total=1.8203 | leaf=1.8203 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102100 | total=1.8151 | leaf=1.8151 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102200 | total=1.7672 | leaf=1.7672 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102300 | total=1.7894 | leaf=1.7894 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102400 | total=1.7290 | leaf=1.7290 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102500 | total=1.7813 | leaf=1.7813 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102600 | total=1.7808 | leaf=1.7808 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102700 | total=1.7522 | leaf=1.7522 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102800 | total=1.7503 | leaf=1.7503 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=102900 | total=1.7791 | leaf=1.7791 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=103000 | total=1.7411 | leaf=1.7411 | ancestor=0.0000 | lr=2.74e-04 | t=36.5s +step=103100 | total=1.8485 | leaf=1.8485 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=103200 | total=1.8331 | leaf=1.8331 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=103300 | total=1.7406 | leaf=1.7406 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=103400 | total=1.7334 | leaf=1.7334 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=103500 | total=1.8764 | leaf=1.8764 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=103600 | total=1.7124 | leaf=1.7124 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=103700 | total=1.7873 | leaf=1.7873 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=103800 | total=1.7698 | leaf=1.7698 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=103900 | total=1.7405 | leaf=1.7405 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=104000 | total=1.8208 | leaf=1.8208 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=104100 | total=1.7584 | leaf=1.7584 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=104200 | total=1.6965 | leaf=1.6965 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=104300 | total=1.7425 | leaf=1.7425 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=104400 | total=1.7723 | leaf=1.7723 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=104500 | total=1.7092 | leaf=1.7092 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=104600 | total=1.8226 | leaf=1.8226 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=104700 | total=1.7571 | leaf=1.7571 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=104800 | total=1.7852 | leaf=1.7852 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=104900 | total=1.7659 | leaf=1.7659 | ancestor=0.0000 | lr=2.73e-04 | t=36.5s +step=105000 | total=1.8132 | leaf=1.8132 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s + VAL | loss_leaf=1.7775 | loss_ancestor=0.0000 | loss_total=1.7775 +step=105100 | total=1.7532 | leaf=1.7532 | ancestor=0.0000 | lr=2.72e-04 | t=42.6s +step=105200 | total=1.7683 | leaf=1.7683 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105300 | total=1.7866 | leaf=1.7866 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105400 | total=1.7488 | leaf=1.7488 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105500 | total=1.8454 | leaf=1.8454 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105600 | total=1.7750 | leaf=1.7750 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105700 | total=1.8032 | leaf=1.8032 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105800 | total=1.8026 | leaf=1.8026 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=105900 | total=1.7984 | leaf=1.7984 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=106000 | total=1.8224 | leaf=1.8224 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=106100 | total=1.7605 | leaf=1.7605 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=106200 | total=1.7274 | leaf=1.7274 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=106300 | total=1.7811 | leaf=1.7811 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=106400 | total=1.8124 | leaf=1.8124 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=106500 | total=1.7436 | leaf=1.7436 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=106600 | total=1.8059 | leaf=1.8059 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=106700 | total=1.8039 | leaf=1.8039 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=106800 | total=1.7619 | leaf=1.7619 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=106900 | total=1.7290 | leaf=1.7290 | ancestor=0.0000 | lr=2.72e-04 | t=36.5s +step=107000 | total=1.8027 | leaf=1.8027 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=107100 | total=1.7507 | leaf=1.7507 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=107200 | total=1.7983 | leaf=1.7983 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=107300 | total=1.8009 | leaf=1.8009 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=107400 | total=1.7717 | leaf=1.7717 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=107500 | total=1.7795 | leaf=1.7795 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=107600 | total=1.7191 | leaf=1.7191 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=107700 | total=1.8107 | leaf=1.8107 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=107800 | total=1.7981 | leaf=1.7981 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=107900 | total=1.7576 | leaf=1.7576 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=108000 | total=1.7897 | leaf=1.7897 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=108100 | total=1.6847 | leaf=1.6847 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=108200 | total=1.7513 | leaf=1.7513 | ancestor=0.0000 | lr=2.71e-04 | t=36.7s +step=108300 | total=1.7895 | leaf=1.7895 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=108400 | total=1.8173 | leaf=1.8173 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=108500 | total=1.8035 | leaf=1.8035 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=108600 | total=1.8033 | leaf=1.8033 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=108700 | total=1.7900 | leaf=1.7900 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=108800 | total=1.8558 | leaf=1.8558 | ancestor=0.0000 | lr=2.71e-04 | t=36.5s +step=108900 | total=1.7974 | leaf=1.7974 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=109000 | total=1.7774 | leaf=1.7774 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=109100 | total=1.8016 | leaf=1.8016 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=109200 | total=1.7705 | leaf=1.7705 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=109300 | total=1.7142 | leaf=1.7142 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=109400 | total=1.8088 | leaf=1.8088 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=109500 | total=1.7485 | leaf=1.7485 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=109600 | total=1.7434 | leaf=1.7434 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=109700 | total=1.7586 | leaf=1.7586 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=109800 | total=1.7838 | leaf=1.7838 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=109900 | total=1.8190 | leaf=1.8190 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=110000 | total=1.8007 | leaf=1.8007 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s + VAL | loss_leaf=1.7789 | loss_ancestor=0.0000 | loss_total=1.7789 + Saved checkpoint: outputs/sad_block_ar/ckpt_110000.pt +step=110100 | total=1.8284 | leaf=1.8284 | ancestor=0.0000 | lr=2.70e-04 | t=49.6s +step=110200 | total=1.7913 | leaf=1.7913 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=110300 | total=1.7050 | leaf=1.7050 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=110400 | total=1.6836 | leaf=1.6836 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=110500 | total=1.7619 | leaf=1.7619 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=110600 | total=1.8203 | leaf=1.8203 | ancestor=0.0000 | lr=2.70e-04 | t=36.5s +step=110700 | total=1.7882 | leaf=1.7882 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=110800 | total=1.7270 | leaf=1.7270 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=110900 | total=1.7935 | leaf=1.7935 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111000 | total=1.7861 | leaf=1.7861 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111100 | total=1.7444 | leaf=1.7444 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111200 | total=1.7930 | leaf=1.7930 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111300 | total=1.7476 | leaf=1.7476 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111400 | total=1.7722 | leaf=1.7722 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111500 | total=1.8406 | leaf=1.8406 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111600 | total=1.8476 | leaf=1.8476 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111700 | total=1.8154 | leaf=1.8154 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111800 | total=1.8161 | leaf=1.8161 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=111900 | total=1.7580 | leaf=1.7580 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=112000 | total=1.7772 | leaf=1.7772 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=112100 | total=1.8386 | leaf=1.8386 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=112200 | total=1.7484 | leaf=1.7484 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=112300 | total=1.7155 | leaf=1.7155 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=112400 | total=1.7378 | leaf=1.7378 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=112500 | total=1.7811 | leaf=1.7811 | ancestor=0.0000 | lr=2.69e-04 | t=36.5s +step=112600 | total=1.7906 | leaf=1.7906 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=112700 | total=1.7206 | leaf=1.7206 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=112800 | total=1.7556 | leaf=1.7556 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=112900 | total=1.8262 | leaf=1.8262 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113000 | total=1.7871 | leaf=1.7871 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113100 | total=1.7804 | leaf=1.7804 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113200 | total=1.7006 | leaf=1.7006 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113300 | total=1.7752 | leaf=1.7752 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113400 | total=1.7576 | leaf=1.7576 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113500 | total=1.7657 | leaf=1.7657 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113600 | total=1.7297 | leaf=1.7297 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113700 | total=1.8152 | leaf=1.8152 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113800 | total=1.8745 | leaf=1.8745 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=113900 | total=1.7483 | leaf=1.7483 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=114000 | total=1.7835 | leaf=1.7835 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=114100 | total=1.7812 | leaf=1.7812 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=114200 | total=1.7801 | leaf=1.7801 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=114300 | total=1.7521 | leaf=1.7521 | ancestor=0.0000 | lr=2.68e-04 | t=36.5s +step=114400 | total=1.7971 | leaf=1.7971 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=114500 | total=1.6905 | leaf=1.6905 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=114600 | total=1.8095 | leaf=1.8095 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=114700 | total=1.7305 | leaf=1.7305 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=114800 | total=1.8107 | leaf=1.8107 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=114900 | total=1.7476 | leaf=1.7476 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115000 | total=1.8046 | leaf=1.8046 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s + VAL | loss_leaf=1.7686 | loss_ancestor=0.0000 | loss_total=1.7686 +step=115100 | total=1.8020 | leaf=1.8020 | ancestor=0.0000 | lr=2.67e-04 | t=42.6s +step=115200 | total=1.7669 | leaf=1.7669 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115300 | total=1.8029 | leaf=1.8029 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115400 | total=1.7772 | leaf=1.7772 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115500 | total=1.8093 | leaf=1.8093 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115600 | total=1.7055 | leaf=1.7055 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115700 | total=1.7273 | leaf=1.7273 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115800 | total=1.8041 | leaf=1.8041 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=115900 | total=1.7403 | leaf=1.7403 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=116000 | total=1.8191 | leaf=1.8191 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=116100 | total=1.7761 | leaf=1.7761 | ancestor=0.0000 | lr=2.67e-04 | t=36.5s +step=116200 | total=1.7392 | leaf=1.7392 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=116300 | total=1.7699 | leaf=1.7699 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=116400 | total=1.7468 | leaf=1.7468 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=116500 | total=1.7713 | leaf=1.7713 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=116600 | total=1.8339 | leaf=1.8339 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=116700 | total=1.7526 | leaf=1.7526 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=116800 | total=1.7833 | leaf=1.7833 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=116900 | total=1.7610 | leaf=1.7610 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=117000 | total=1.8045 | leaf=1.8045 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=117100 | total=1.8184 | leaf=1.8184 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=117200 | total=1.8326 | leaf=1.8326 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=117300 | total=1.7281 | leaf=1.7281 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=117400 | total=1.7872 | leaf=1.7872 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=117500 | total=1.8469 | leaf=1.8469 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=117600 | total=1.7246 | leaf=1.7246 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=117700 | total=1.7708 | leaf=1.7708 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=117800 | total=1.8509 | leaf=1.8509 | ancestor=0.0000 | lr=2.66e-04 | t=36.5s +step=117900 | total=1.7751 | leaf=1.7751 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=118000 | total=1.7328 | leaf=1.7328 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=118100 | total=1.8376 | leaf=1.8376 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=118200 | total=1.7425 | leaf=1.7425 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=118300 | total=1.7632 | leaf=1.7632 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=118400 | total=1.7086 | leaf=1.7086 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=118500 | total=1.8218 | leaf=1.8218 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=118600 | total=1.7686 | leaf=1.7686 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=118700 | total=1.7888 | leaf=1.7888 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=118800 | total=1.6925 | leaf=1.6925 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=118900 | total=1.7376 | leaf=1.7376 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=119000 | total=1.8596 | leaf=1.8596 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=119100 | total=1.7434 | leaf=1.7434 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=119200 | total=1.7844 | leaf=1.7844 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=119300 | total=1.7154 | leaf=1.7154 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=119400 | total=1.7595 | leaf=1.7595 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=119500 | total=1.8565 | leaf=1.8565 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=119600 | total=1.7442 | leaf=1.7442 | ancestor=0.0000 | lr=2.65e-04 | t=36.5s +step=119700 | total=1.7864 | leaf=1.7864 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=119800 | total=1.7665 | leaf=1.7665 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=119900 | total=1.8381 | leaf=1.8381 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120000 | total=1.8511 | leaf=1.8511 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s + VAL | loss_leaf=1.7686 | loss_ancestor=0.0000 | loss_total=1.7686 + Saved checkpoint: outputs/sad_block_ar/ckpt_120000.pt +step=120100 | total=1.8087 | leaf=1.8087 | ancestor=0.0000 | lr=2.64e-04 | t=49.7s +step=120200 | total=1.7570 | leaf=1.7570 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120300 | total=1.7608 | leaf=1.7608 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120400 | total=1.7580 | leaf=1.7580 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120500 | total=1.8481 | leaf=1.8481 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120600 | total=1.7577 | leaf=1.7577 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120700 | total=1.7836 | leaf=1.7836 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120800 | total=1.8075 | leaf=1.8075 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=120900 | total=1.7744 | leaf=1.7744 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=121000 | total=1.7771 | leaf=1.7771 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=121100 | total=1.7394 | leaf=1.7394 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=121200 | total=1.7362 | leaf=1.7362 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=121300 | total=1.8377 | leaf=1.8377 | ancestor=0.0000 | lr=2.64e-04 | t=36.5s +step=121400 | total=1.7256 | leaf=1.7256 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=121500 | total=1.7956 | leaf=1.7956 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=121600 | total=1.6825 | leaf=1.6825 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=121700 | total=1.7278 | leaf=1.7278 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=121800 | total=1.7417 | leaf=1.7417 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=121900 | total=1.7660 | leaf=1.7660 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=122000 | total=1.7713 | leaf=1.7713 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=122100 | total=1.7862 | leaf=1.7862 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=122200 | total=1.7394 | leaf=1.7394 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=122300 | total=1.7836 | leaf=1.7836 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=122400 | total=1.8657 | leaf=1.8657 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=122500 | total=1.7352 | leaf=1.7352 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=122600 | total=1.7223 | leaf=1.7223 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=122700 | total=1.7483 | leaf=1.7483 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=122800 | total=1.7730 | leaf=1.7730 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=122900 | total=1.7805 | leaf=1.7805 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=123000 | total=1.8075 | leaf=1.8075 | ancestor=0.0000 | lr=2.63e-04 | t=36.5s +step=123100 | total=1.7509 | leaf=1.7509 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=123200 | total=1.7957 | leaf=1.7957 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=123300 | total=1.7719 | leaf=1.7719 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=123400 | total=1.7537 | leaf=1.7537 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=123500 | total=1.8059 | leaf=1.8059 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=123600 | total=1.7477 | leaf=1.7477 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=123700 | total=1.8134 | leaf=1.8134 | ancestor=0.0000 | lr=2.62e-04 | t=36.7s +step=123800 | total=1.7647 | leaf=1.7647 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=123900 | total=1.8326 | leaf=1.8326 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=124000 | total=1.7864 | leaf=1.7864 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=124100 | total=1.7672 | leaf=1.7672 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=124200 | total=1.7439 | leaf=1.7439 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=124300 | total=1.7852 | leaf=1.7852 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=124400 | total=1.7311 | leaf=1.7311 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=124500 | total=1.7608 | leaf=1.7608 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=124600 | total=1.8232 | leaf=1.8232 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=124700 | total=1.7218 | leaf=1.7218 | ancestor=0.0000 | lr=2.62e-04 | t=36.5s +step=124800 | total=1.7342 | leaf=1.7342 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=124900 | total=1.7838 | leaf=1.7838 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125000 | total=1.7440 | leaf=1.7440 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s + VAL | loss_leaf=1.7645 | loss_ancestor=0.0000 | loss_total=1.7645 +step=125100 | total=1.8038 | leaf=1.8038 | ancestor=0.0000 | lr=2.61e-04 | t=42.6s +step=125200 | total=1.7833 | leaf=1.7833 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125300 | total=1.7322 | leaf=1.7322 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125400 | total=1.7914 | leaf=1.7914 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125500 | total=1.7887 | leaf=1.7887 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125600 | total=1.7138 | leaf=1.7138 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125700 | total=1.7713 | leaf=1.7713 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125800 | total=1.7284 | leaf=1.7284 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=125900 | total=1.7301 | leaf=1.7301 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=126000 | total=1.8115 | leaf=1.8115 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=126100 | total=1.7431 | leaf=1.7431 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=126200 | total=1.7796 | leaf=1.7796 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=126300 | total=1.7273 | leaf=1.7273 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=126400 | total=1.7948 | leaf=1.7948 | ancestor=0.0000 | lr=2.61e-04 | t=36.5s +step=126500 | total=1.7431 | leaf=1.7431 | ancestor=0.0000 | lr=2.60e-04 | t=36.5s +step=126600 | total=1.7363 | leaf=1.7363 | ancestor=0.0000 | lr=2.60e-04 | t=36.5s 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t=36.5s +step=127900 | total=1.7678 | leaf=1.7678 | ancestor=0.0000 | lr=2.60e-04 | t=36.5s +step=128000 | total=1.7818 | leaf=1.7818 | ancestor=0.0000 | lr=2.60e-04 | t=36.5s +step=128100 | total=1.7375 | leaf=1.7375 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=128200 | total=1.7387 | leaf=1.7387 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=128300 | total=1.6953 | leaf=1.6953 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=128400 | total=1.7535 | leaf=1.7535 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=128500 | total=1.7691 | leaf=1.7691 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=128600 | total=1.6982 | leaf=1.6982 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=128700 | total=1.7355 | leaf=1.7355 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=128800 | total=1.8264 | leaf=1.8264 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=128900 | total=1.7200 | leaf=1.7200 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129000 | total=1.7488 | leaf=1.7488 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129100 | total=1.6904 | leaf=1.6904 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129200 | total=1.7924 | leaf=1.7924 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129300 | total=1.7675 | leaf=1.7675 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129400 | total=1.8058 | leaf=1.8058 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129500 | total=1.8138 | leaf=1.8138 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129600 | total=1.7055 | leaf=1.7055 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129700 | total=1.7206 | leaf=1.7206 | ancestor=0.0000 | lr=2.59e-04 | t=36.5s +step=129800 | total=1.7002 | leaf=1.7002 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=129900 | total=1.7596 | leaf=1.7596 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=130000 | total=1.8436 | leaf=1.8436 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s + VAL | loss_leaf=1.7693 | loss_ancestor=0.0000 | loss_total=1.7693 + Saved checkpoint: outputs/sad_block_ar/ckpt_130000.pt +step=130100 | total=1.8135 | leaf=1.8135 | ancestor=0.0000 | lr=2.58e-04 | t=49.3s +step=130200 | total=1.6871 | leaf=1.6871 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=130300 | total=1.8058 | leaf=1.8058 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=130400 | total=1.8096 | leaf=1.8096 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=130500 | total=1.7246 | leaf=1.7246 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=130600 | total=1.7076 | leaf=1.7076 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=130700 | total=1.7776 | leaf=1.7776 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=130800 | total=1.8040 | leaf=1.8040 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=130900 | total=1.7606 | leaf=1.7606 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=131000 | total=1.7405 | leaf=1.7405 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=131100 | total=1.7999 | leaf=1.7999 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s +step=131200 | total=1.7249 | leaf=1.7249 | ancestor=0.0000 | lr=2.58e-04 | t=36.5s 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t=36.5s +step=132500 | total=1.7919 | leaf=1.7919 | ancestor=0.0000 | lr=2.57e-04 | t=36.5s +step=132600 | total=1.7742 | leaf=1.7742 | ancestor=0.0000 | lr=2.57e-04 | t=36.5s +step=132700 | total=1.6900 | leaf=1.6900 | ancestor=0.0000 | lr=2.57e-04 | t=36.5s +step=132800 | total=1.7857 | leaf=1.7857 | ancestor=0.0000 | lr=2.57e-04 | t=36.5s +step=132900 | total=1.7648 | leaf=1.7648 | ancestor=0.0000 | lr=2.57e-04 | t=36.5s +step=133000 | total=1.7444 | leaf=1.7444 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=133100 | total=1.7372 | leaf=1.7372 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=133200 | total=1.7625 | leaf=1.7625 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=133300 | total=1.8341 | leaf=1.8341 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=133400 | total=1.7407 | leaf=1.7407 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=133500 | total=1.7540 | leaf=1.7540 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=133600 | total=1.7493 | leaf=1.7493 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=133700 | total=1.7200 | leaf=1.7200 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=133800 | total=1.7637 | leaf=1.7637 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=133900 | total=1.7194 | leaf=1.7194 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=134000 | total=1.7683 | leaf=1.7683 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=134100 | total=1.7310 | leaf=1.7310 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=134200 | total=1.7525 | leaf=1.7525 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=134300 | total=1.7302 | leaf=1.7302 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=134400 | total=1.7215 | leaf=1.7215 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=134500 | total=1.8097 | leaf=1.8097 | ancestor=0.0000 | lr=2.56e-04 | t=36.5s +step=134600 | total=1.7345 | leaf=1.7345 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=134700 | total=1.7390 | leaf=1.7390 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=134800 | total=1.6975 | leaf=1.6975 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=134900 | total=1.7860 | leaf=1.7860 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=135000 | total=1.8107 | leaf=1.8107 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s + VAL | loss_leaf=1.7573 | loss_ancestor=0.0000 | loss_total=1.7573 +step=135100 | total=1.7154 | leaf=1.7154 | ancestor=0.0000 | lr=2.55e-04 | t=42.6s +step=135200 | total=1.7555 | leaf=1.7555 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=135300 | total=1.7460 | leaf=1.7460 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=135400 | total=1.7692 | leaf=1.7692 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=135500 | total=1.7627 | leaf=1.7627 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=135600 | total=1.7664 | leaf=1.7664 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=135700 | total=1.6593 | leaf=1.6593 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=135800 | total=1.8067 | leaf=1.8067 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=135900 | total=1.7318 | leaf=1.7318 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=136000 | total=1.7338 | leaf=1.7338 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=136100 | total=1.7426 | leaf=1.7426 | ancestor=0.0000 | lr=2.55e-04 | t=36.5s +step=136200 | total=1.7733 | leaf=1.7733 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=136300 | total=1.8132 | leaf=1.8132 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=136400 | total=1.7202 | leaf=1.7202 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=136500 | total=1.7425 | leaf=1.7425 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=136600 | total=1.7392 | leaf=1.7392 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=136700 | total=1.8069 | leaf=1.8069 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=136800 | total=1.6798 | leaf=1.6798 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=136900 | total=1.8214 | leaf=1.8214 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137000 | total=1.7246 | leaf=1.7246 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137100 | total=1.7589 | leaf=1.7589 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137200 | total=1.7186 | leaf=1.7186 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137300 | total=1.7348 | leaf=1.7348 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137400 | total=1.8096 | leaf=1.8096 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137500 | total=1.7811 | leaf=1.7811 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137600 | total=1.7603 | leaf=1.7603 | ancestor=0.0000 | lr=2.54e-04 | t=36.5s +step=137700 | total=1.7448 | leaf=1.7448 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=137800 | total=1.7406 | leaf=1.7406 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=137900 | total=1.7711 | leaf=1.7711 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=138000 | total=1.7262 | leaf=1.7262 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=138100 | total=1.6866 | leaf=1.6866 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=138200 | total=1.7958 | leaf=1.7958 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=138300 | total=1.7585 | leaf=1.7585 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=138400 | total=1.7000 | leaf=1.7000 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=138500 | total=1.7381 | leaf=1.7381 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=138600 | total=1.7683 | leaf=1.7683 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=138700 | total=1.7528 | leaf=1.7528 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=138800 | total=1.7210 | leaf=1.7210 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=138900 | total=1.8019 | leaf=1.8019 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=139000 | total=1.7554 | leaf=1.7554 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=139100 | total=1.7731 | leaf=1.7731 | ancestor=0.0000 | lr=2.53e-04 | t=36.5s +step=139200 | total=1.7437 | leaf=1.7437 | ancestor=0.0000 | lr=2.53e-04 | t=36.6s +step=139300 | total=1.7570 | leaf=1.7570 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s +step=139400 | total=1.7210 | leaf=1.7210 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s 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leaf=1.7547 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s +step=140600 | total=1.7564 | leaf=1.7564 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s +step=140700 | total=1.8071 | leaf=1.8071 | ancestor=0.0000 | lr=2.52e-04 | t=36.5s +step=140800 | total=1.7330 | leaf=1.7330 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=140900 | total=1.7744 | leaf=1.7744 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141000 | total=1.7456 | leaf=1.7456 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141100 | total=1.7782 | leaf=1.7782 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141200 | total=1.7858 | leaf=1.7858 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141300 | total=1.6692 | leaf=1.6692 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141400 | total=1.8249 | leaf=1.8249 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141500 | total=1.7739 | leaf=1.7739 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141600 | total=1.7572 | leaf=1.7572 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141700 | total=1.7730 | leaf=1.7730 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141800 | total=1.8130 | leaf=1.8130 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=141900 | total=1.7186 | leaf=1.7186 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=142000 | total=1.7646 | leaf=1.7646 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=142100 | total=1.7081 | leaf=1.7081 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=142200 | total=1.7224 | leaf=1.7224 | ancestor=0.0000 | lr=2.51e-04 | t=36.5s +step=142300 | total=1.6686 | leaf=1.6686 | ancestor=0.0000 | lr=2.50e-04 | t=36.5s +step=142400 | total=1.7409 | leaf=1.7409 | ancestor=0.0000 | lr=2.50e-04 | t=36.5s +step=142500 | total=1.8070 | leaf=1.8070 | ancestor=0.0000 | lr=2.50e-04 | t=36.5s +step=142600 | total=1.6652 | leaf=1.6652 | ancestor=0.0000 | lr=2.50e-04 | t=36.5s +step=142700 | total=1.7294 | leaf=1.7294 | ancestor=0.0000 | lr=2.50e-04 | t=36.5s +step=142800 | total=1.7724 | leaf=1.7724 | ancestor=0.0000 | lr=2.50e-04 | t=36.5s 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t=36.5s +step=144100 | total=1.7347 | leaf=1.7347 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144200 | total=1.8374 | leaf=1.8374 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144300 | total=1.6885 | leaf=1.6885 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144400 | total=1.7169 | leaf=1.7169 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144500 | total=1.7396 | leaf=1.7396 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144600 | total=1.6571 | leaf=1.6571 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144700 | total=1.8142 | leaf=1.8142 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144800 | total=1.7705 | leaf=1.7705 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=144900 | total=1.7905 | leaf=1.7905 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s +step=145000 | total=1.7177 | leaf=1.7177 | ancestor=0.0000 | lr=2.49e-04 | t=36.5s + VAL | loss_leaf=1.7606 | loss_ancestor=0.0000 | loss_total=1.7606 +step=145100 | total=1.7239 | leaf=1.7239 | ancestor=0.0000 | lr=2.49e-04 | t=42.7s 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t=36.5s +step=146400 | total=1.7961 | leaf=1.7961 | ancestor=0.0000 | lr=2.48e-04 | t=36.4s +step=146500 | total=1.7190 | leaf=1.7190 | ancestor=0.0000 | lr=2.48e-04 | t=36.5s +step=146600 | total=1.7641 | leaf=1.7641 | ancestor=0.0000 | lr=2.48e-04 | t=36.5s +step=146700 | total=1.8456 | leaf=1.8456 | ancestor=0.0000 | lr=2.48e-04 | t=36.5s +step=146800 | total=1.8073 | leaf=1.8073 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=146900 | total=1.7294 | leaf=1.7294 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=147000 | total=1.7181 | leaf=1.7181 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=147100 | total=1.7058 | leaf=1.7058 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=147200 | total=1.6614 | leaf=1.6614 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=147300 | total=1.7059 | leaf=1.7059 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=147400 | total=1.7357 | leaf=1.7357 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=147500 | total=1.7713 | leaf=1.7713 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=147600 | total=1.8151 | leaf=1.8151 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=147700 | total=1.7151 | leaf=1.7151 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=147800 | total=1.7647 | leaf=1.7647 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=147900 | total=1.7472 | leaf=1.7472 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=148000 | total=1.7250 | leaf=1.7250 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=148100 | total=1.7035 | leaf=1.7035 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=148200 | total=1.7183 | leaf=1.7183 | ancestor=0.0000 | lr=2.47e-04 | t=36.5s +step=148300 | total=1.7221 | leaf=1.7221 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=148400 | total=1.6912 | leaf=1.6912 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=148500 | total=1.7672 | leaf=1.7672 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=148600 | total=1.8857 | leaf=1.8857 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=148700 | total=1.7372 | leaf=1.7372 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=148800 | total=1.7803 | leaf=1.7803 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=148900 | total=1.7659 | leaf=1.7659 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=149000 | total=1.7260 | leaf=1.7260 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=149100 | total=1.7765 | leaf=1.7765 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=149200 | total=1.7132 | leaf=1.7132 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=149300 | total=1.6998 | leaf=1.6998 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=149400 | total=1.6789 | leaf=1.6789 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=149500 | total=1.6851 | leaf=1.6851 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=149600 | total=1.7680 | leaf=1.7680 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=149700 | total=1.7402 | leaf=1.7402 | ancestor=0.0000 | lr=2.46e-04 | t=36.5s +step=149800 | total=1.7283 | leaf=1.7283 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=149900 | total=1.7783 | leaf=1.7783 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=150000 | total=1.7107 | leaf=1.7107 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s + VAL | loss_leaf=1.7529 | loss_ancestor=0.0000 | loss_total=1.7529 + Saved checkpoint: outputs/sad_block_ar/ckpt_150000.pt +step=150100 | total=1.7726 | leaf=1.7726 | ancestor=0.0000 | lr=2.45e-04 | t=49.5s +step=150200 | total=1.7232 | leaf=1.7232 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=150300 | total=1.6574 | leaf=1.6574 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=150400 | total=1.7267 | leaf=1.7267 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=150500 | total=1.6973 | leaf=1.6973 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=150600 | total=1.7060 | leaf=1.7060 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=150700 | total=1.7799 | leaf=1.7799 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=150800 | total=1.7501 | leaf=1.7501 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=150900 | total=1.7062 | leaf=1.7062 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=151000 | total=1.7248 | leaf=1.7248 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=151100 | total=1.7262 | leaf=1.7262 | ancestor=0.0000 | lr=2.45e-04 | t=36.5s +step=151200 | total=1.7471 | leaf=1.7471 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=151300 | total=1.7957 | leaf=1.7957 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=151400 | total=1.7499 | leaf=1.7499 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=151500 | total=1.7398 | leaf=1.7398 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=151600 | total=1.7425 | leaf=1.7425 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=151700 | total=1.7487 | leaf=1.7487 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=151800 | total=1.7117 | leaf=1.7117 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=151900 | total=1.7687 | leaf=1.7687 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=152000 | total=1.8026 | leaf=1.8026 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=152100 | total=1.7416 | leaf=1.7416 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=152200 | total=1.7087 | leaf=1.7087 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=152300 | total=1.8612 | leaf=1.8612 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=152400 | total=1.7593 | leaf=1.7593 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=152500 | total=1.7389 | leaf=1.7389 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=152600 | total=1.7926 | leaf=1.7926 | ancestor=0.0000 | lr=2.44e-04 | t=36.5s +step=152700 | total=1.7879 | leaf=1.7879 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=152800 | total=1.7620 | leaf=1.7620 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=152900 | total=1.7455 | leaf=1.7455 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=153000 | total=1.7000 | leaf=1.7000 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=153100 | total=1.7699 | leaf=1.7699 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=153200 | total=1.7694 | leaf=1.7694 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=153300 | total=1.7871 | leaf=1.7871 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=153400 | total=1.7399 | leaf=1.7399 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=153500 | total=1.7543 | leaf=1.7543 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=153600 | total=1.7446 | leaf=1.7446 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=153700 | total=1.7395 | leaf=1.7395 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=153800 | total=1.7064 | leaf=1.7064 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=153900 | total=1.6894 | leaf=1.6894 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=154000 | total=1.7350 | leaf=1.7350 | ancestor=0.0000 | lr=2.43e-04 | t=36.5s +step=154100 | total=1.7886 | leaf=1.7886 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=154200 | total=1.7692 | leaf=1.7692 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=154300 | total=1.7588 | leaf=1.7588 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=154400 | total=1.7603 | leaf=1.7603 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=154500 | total=1.7786 | leaf=1.7786 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=154600 | total=1.7750 | leaf=1.7750 | ancestor=0.0000 | lr=2.42e-04 | t=36.6s +step=154700 | total=1.8388 | leaf=1.8388 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=154800 | total=1.7408 | leaf=1.7408 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=154900 | total=1.8154 | leaf=1.8154 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=155000 | total=1.7301 | leaf=1.7301 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s + VAL | loss_leaf=1.7520 | loss_ancestor=0.0000 | loss_total=1.7520 +step=155100 | total=1.7791 | leaf=1.7791 | ancestor=0.0000 | lr=2.42e-04 | t=42.6s +step=155200 | total=1.7751 | leaf=1.7751 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=155300 | total=1.6986 | leaf=1.6986 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=155400 | total=1.7567 | leaf=1.7567 | ancestor=0.0000 | lr=2.42e-04 | t=36.5s +step=155500 | total=1.8171 | leaf=1.8171 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=155600 | total=1.7140 | leaf=1.7140 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=155700 | total=1.7318 | leaf=1.7318 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=155800 | total=1.7166 | leaf=1.7166 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=155900 | total=1.6869 | leaf=1.6869 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=156000 | total=1.7796 | leaf=1.7796 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=156100 | total=1.7406 | leaf=1.7406 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=156200 | total=1.7555 | leaf=1.7555 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=156300 | total=1.7911 | leaf=1.7911 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=156400 | total=1.7871 | leaf=1.7871 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=156500 | total=1.8118 | leaf=1.8118 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=156600 | total=1.7223 | leaf=1.7223 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s +step=156700 | total=1.7009 | leaf=1.7009 | ancestor=0.0000 | lr=2.41e-04 | t=36.5s 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t=36.5s +step=158000 | total=1.7260 | leaf=1.7260 | ancestor=0.0000 | lr=2.40e-04 | t=36.5s +step=158100 | total=1.7574 | leaf=1.7574 | ancestor=0.0000 | lr=2.40e-04 | t=36.5s +step=158200 | total=1.7370 | leaf=1.7370 | ancestor=0.0000 | lr=2.40e-04 | t=36.5s +step=158300 | total=1.6819 | leaf=1.6819 | ancestor=0.0000 | lr=2.40e-04 | t=36.5s +step=158400 | total=1.7031 | leaf=1.7031 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=158500 | total=1.7640 | leaf=1.7640 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=158600 | total=1.6946 | leaf=1.6946 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=158700 | total=1.8085 | leaf=1.8085 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=158800 | total=1.7552 | leaf=1.7552 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=158900 | total=1.7456 | leaf=1.7456 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=159000 | total=1.7314 | leaf=1.7314 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=159100 | total=1.7412 | leaf=1.7412 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=159200 | total=1.7052 | leaf=1.7052 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=159300 | total=1.6774 | leaf=1.6774 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=159400 | total=1.8873 | leaf=1.8873 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=159500 | total=1.7948 | leaf=1.7948 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=159600 | total=1.7064 | leaf=1.7064 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=159700 | total=1.7434 | leaf=1.7434 | ancestor=0.0000 | lr=2.39e-04 | t=36.5s +step=159800 | total=1.7517 | leaf=1.7517 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=159900 | total=1.6507 | leaf=1.6507 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=160000 | total=1.7392 | leaf=1.7392 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s + VAL | loss_leaf=1.7505 | loss_ancestor=0.0000 | loss_total=1.7505 + Saved checkpoint: outputs/sad_block_ar/ckpt_160000.pt +step=160100 | total=1.7519 | leaf=1.7519 | ancestor=0.0000 | lr=2.38e-04 | t=49.6s +step=160200 | total=1.7271 | leaf=1.7271 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=160300 | total=1.7867 | leaf=1.7867 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=160400 | total=1.7626 | leaf=1.7626 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=160500 | total=1.7344 | leaf=1.7344 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=160600 | total=1.7644 | leaf=1.7644 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=160700 | total=1.6869 | leaf=1.6869 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=160800 | total=1.7584 | leaf=1.7584 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=160900 | total=1.7781 | leaf=1.7781 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=161000 | total=1.7580 | leaf=1.7580 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=161100 | total=1.7230 | leaf=1.7230 | ancestor=0.0000 | lr=2.38e-04 | t=36.5s +step=161200 | total=1.7147 | leaf=1.7147 | ancestor=0.0000 | lr=2.37e-04 | t=36.5s +step=161300 | total=1.7637 | leaf=1.7637 | ancestor=0.0000 | lr=2.37e-04 | t=36.5s 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t=36.5s +step=162600 | total=1.7176 | leaf=1.7176 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=162700 | total=1.7425 | leaf=1.7425 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=162800 | total=1.8251 | leaf=1.8251 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=162900 | total=1.7340 | leaf=1.7340 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=163000 | total=1.6863 | leaf=1.6863 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=163100 | total=1.7493 | leaf=1.7493 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=163200 | total=1.6858 | leaf=1.6858 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=163300 | total=1.7508 | leaf=1.7508 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=163400 | total=1.7257 | leaf=1.7257 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=163500 | total=1.6661 | leaf=1.6661 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=163600 | total=1.7081 | leaf=1.7081 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=163700 | total=1.6799 | leaf=1.6799 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=163800 | total=1.7646 | leaf=1.7646 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=163900 | total=1.7611 | leaf=1.7611 | ancestor=0.0000 | lr=2.36e-04 | t=36.5s +step=164000 | total=1.7327 | leaf=1.7327 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=164100 | total=1.6830 | leaf=1.6830 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=164200 | total=1.8165 | leaf=1.8165 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=164300 | total=1.7018 | leaf=1.7018 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=164400 | total=1.7259 | leaf=1.7259 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=164500 | total=1.8002 | leaf=1.8002 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=164600 | total=1.7678 | leaf=1.7678 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=164700 | total=1.7202 | leaf=1.7202 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=164800 | total=1.7767 | leaf=1.7767 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=164900 | total=1.7722 | leaf=1.7722 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=165000 | total=1.7799 | leaf=1.7799 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s + VAL | loss_leaf=1.7490 | loss_ancestor=0.0000 | loss_total=1.7490 +step=165100 | total=1.7643 | leaf=1.7643 | ancestor=0.0000 | lr=2.35e-04 | t=42.7s +step=165200 | total=1.7665 | leaf=1.7665 | ancestor=0.0000 | lr=2.35e-04 | t=36.5s +step=165300 | total=1.6886 | leaf=1.6886 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=165400 | total=1.7597 | leaf=1.7597 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=165500 | total=1.7679 | leaf=1.7679 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=165600 | total=1.8228 | leaf=1.8228 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=165700 | total=1.7888 | leaf=1.7888 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=165800 | total=1.7167 | leaf=1.7167 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=165900 | total=1.6936 | leaf=1.6936 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=166000 | total=1.7781 | leaf=1.7781 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=166100 | total=1.8283 | leaf=1.8283 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=166200 | total=1.7416 | leaf=1.7416 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=166300 | total=1.7383 | leaf=1.7383 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=166400 | total=1.7398 | leaf=1.7398 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=166500 | total=1.6681 | leaf=1.6681 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=166600 | total=1.7277 | leaf=1.7277 | ancestor=0.0000 | lr=2.34e-04 | t=36.5s +step=166700 | total=1.7051 | leaf=1.7051 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=166800 | total=1.7344 | leaf=1.7344 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=166900 | total=1.7599 | leaf=1.7599 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=167000 | total=1.7801 | leaf=1.7801 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=167100 | total=1.6928 | leaf=1.6928 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=167200 | total=1.7216 | leaf=1.7216 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=167300 | total=1.7597 | leaf=1.7597 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=167400 | total=1.8401 | leaf=1.8401 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=167500 | total=1.7834 | leaf=1.7834 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=167600 | total=1.7595 | leaf=1.7595 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=167700 | total=1.6845 | leaf=1.6845 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=167800 | total=1.7073 | leaf=1.7073 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=167900 | total=1.7134 | leaf=1.7134 | ancestor=0.0000 | lr=2.33e-04 | t=36.5s +step=168000 | total=1.7497 | leaf=1.7497 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=168100 | total=1.6979 | leaf=1.6979 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=168200 | total=1.7505 | leaf=1.7505 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=168300 | total=1.7594 | leaf=1.7594 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=168400 | total=1.8250 | leaf=1.8250 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=168500 | total=1.7385 | leaf=1.7385 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=168600 | total=1.7418 | leaf=1.7418 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=168700 | total=1.7462 | leaf=1.7462 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=168800 | total=1.7375 | leaf=1.7375 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=168900 | total=1.7750 | leaf=1.7750 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=169000 | total=1.7908 | leaf=1.7908 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=169100 | total=1.7430 | leaf=1.7430 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=169200 | total=1.7015 | leaf=1.7015 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=169300 | total=1.7663 | leaf=1.7663 | ancestor=0.0000 | lr=2.32e-04 | t=36.5s +step=169400 | total=1.7296 | leaf=1.7296 | ancestor=0.0000 | lr=2.31e-04 | t=36.5s +step=169500 | total=1.7715 | leaf=1.7715 | ancestor=0.0000 | lr=2.31e-04 | t=36.5s 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leaf=1.7967 | ancestor=0.0000 | lr=2.31e-04 | t=36.5s +step=170700 | total=1.6960 | leaf=1.6960 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=170800 | total=1.7404 | leaf=1.7404 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=170900 | total=1.7501 | leaf=1.7501 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=171000 | total=1.7663 | leaf=1.7663 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=171100 | total=1.6672 | leaf=1.6672 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=171200 | total=1.7851 | leaf=1.7851 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=171300 | total=1.8185 | leaf=1.8185 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=171400 | total=1.6981 | leaf=1.6981 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=171500 | total=1.7251 | leaf=1.7251 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=171600 | total=1.7747 | leaf=1.7747 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=171700 | total=1.7049 | leaf=1.7049 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=171800 | total=1.7804 | leaf=1.7804 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=171900 | total=1.7227 | leaf=1.7227 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=172000 | total=1.6429 | leaf=1.6429 | ancestor=0.0000 | lr=2.30e-04 | t=36.5s +step=172100 | total=1.7714 | leaf=1.7714 | ancestor=0.0000 | lr=2.29e-04 | t=36.5s +step=172200 | total=1.7469 | leaf=1.7469 | ancestor=0.0000 | lr=2.29e-04 | t=36.5s +step=172300 | total=1.7629 | leaf=1.7629 | ancestor=0.0000 | lr=2.29e-04 | t=36.5s +step=172400 | total=1.7418 | leaf=1.7418 | ancestor=0.0000 | lr=2.29e-04 | t=36.5s +step=172500 | total=1.6944 | leaf=1.6944 | ancestor=0.0000 | lr=2.29e-04 | t=36.5s +step=172600 | total=1.6593 | leaf=1.6593 | ancestor=0.0000 | lr=2.29e-04 | t=36.5s +step=172700 | total=1.7978 | leaf=1.7978 | ancestor=0.0000 | lr=2.29e-04 | t=36.5s +step=172800 | total=1.8548 | leaf=1.8548 | ancestor=0.0000 | lr=2.29e-04 | t=36.5s +step=172900 | total=1.7587 | leaf=1.7587 | ancestor=0.0000 | lr=2.29e-04 | t=36.5s 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t=36.5s +step=174200 | total=1.7779 | leaf=1.7779 | ancestor=0.0000 | lr=2.28e-04 | t=36.5s +step=174300 | total=1.7079 | leaf=1.7079 | ancestor=0.0000 | lr=2.28e-04 | t=36.5s +step=174400 | total=1.7477 | leaf=1.7477 | ancestor=0.0000 | lr=2.28e-04 | t=36.5s +step=174500 | total=1.7487 | leaf=1.7487 | ancestor=0.0000 | lr=2.28e-04 | t=36.5s +step=174600 | total=1.8255 | leaf=1.8255 | ancestor=0.0000 | lr=2.28e-04 | t=36.5s +step=174700 | total=1.6797 | leaf=1.6797 | ancestor=0.0000 | lr=2.27e-04 | t=36.5s +step=174800 | total=1.7377 | leaf=1.7377 | ancestor=0.0000 | lr=2.27e-04 | t=36.5s +step=174900 | total=1.7743 | leaf=1.7743 | ancestor=0.0000 | lr=2.27e-04 | t=36.5s +step=175000 | total=1.6724 | leaf=1.6724 | ancestor=0.0000 | lr=2.27e-04 | t=36.5s + VAL | loss_leaf=1.7429 | loss_ancestor=0.0000 | loss_total=1.7429 +step=175100 | total=1.6699 | leaf=1.6699 | ancestor=0.0000 | lr=2.27e-04 | t=42.6s +step=175200 | total=1.7412 | leaf=1.7412 | ancestor=0.0000 | lr=2.27e-04 | t=36.5s 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t=36.5s +step=176500 | total=1.8055 | leaf=1.8055 | ancestor=0.0000 | lr=2.26e-04 | t=36.5s +step=176600 | total=1.7336 | leaf=1.7336 | ancestor=0.0000 | lr=2.26e-04 | t=36.5s +step=176700 | total=1.6936 | leaf=1.6936 | ancestor=0.0000 | lr=2.26e-04 | t=36.5s +step=176800 | total=1.6806 | leaf=1.6806 | ancestor=0.0000 | lr=2.26e-04 | t=36.5s +step=176900 | total=1.7647 | leaf=1.7647 | ancestor=0.0000 | lr=2.26e-04 | t=36.5s +step=177000 | total=1.7697 | leaf=1.7697 | ancestor=0.0000 | lr=2.26e-04 | t=36.5s +step=177100 | total=1.7874 | leaf=1.7874 | ancestor=0.0000 | lr=2.26e-04 | t=36.5s +step=177200 | total=1.6798 | leaf=1.6798 | ancestor=0.0000 | lr=2.26e-04 | t=36.5s +step=177300 | total=1.7656 | leaf=1.7656 | ancestor=0.0000 | lr=2.26e-04 | t=36.5s +step=177400 | total=1.7852 | leaf=1.7852 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=177500 | total=1.7730 | leaf=1.7730 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=177600 | total=1.7258 | leaf=1.7258 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=177700 | total=1.7322 | leaf=1.7322 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=177800 | total=1.7326 | leaf=1.7326 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=177900 | total=1.7426 | leaf=1.7426 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=178000 | total=1.7536 | leaf=1.7536 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=178100 | total=1.7600 | leaf=1.7600 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=178200 | total=1.7462 | leaf=1.7462 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=178300 | total=1.6755 | leaf=1.6755 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=178400 | total=1.7188 | leaf=1.7188 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=178500 | total=1.8365 | leaf=1.8365 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=178600 | total=1.7828 | leaf=1.7828 | ancestor=0.0000 | lr=2.25e-04 | t=36.5s +step=178700 | total=1.7485 | leaf=1.7485 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=178800 | total=1.7060 | leaf=1.7060 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=178900 | total=1.6926 | leaf=1.6926 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=179000 | total=1.8033 | leaf=1.8033 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=179100 | total=1.7667 | leaf=1.7667 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=179200 | total=1.7525 | leaf=1.7525 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=179300 | total=1.7153 | leaf=1.7153 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=179400 | total=1.7787 | leaf=1.7787 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=179500 | total=1.7564 | leaf=1.7564 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=179600 | total=1.7892 | leaf=1.7892 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=179700 | total=1.7508 | leaf=1.7508 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=179800 | total=1.7321 | leaf=1.7321 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=179900 | total=1.7466 | leaf=1.7466 | ancestor=0.0000 | lr=2.24e-04 | t=36.5s +step=180000 | total=1.6809 | leaf=1.6809 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s + VAL | loss_leaf=1.7439 | loss_ancestor=0.0000 | loss_total=1.7439 + Saved checkpoint: outputs/sad_block_ar/ckpt_180000.pt +step=180100 | total=1.7534 | leaf=1.7534 | ancestor=0.0000 | lr=2.23e-04 | t=49.6s +step=180200 | total=1.7354 | leaf=1.7354 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=180300 | total=1.7325 | leaf=1.7325 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=180400 | total=1.7502 | leaf=1.7502 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=180500 | total=1.7469 | leaf=1.7469 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=180600 | total=1.7765 | leaf=1.7765 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=180700 | total=1.7042 | leaf=1.7042 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=180800 | total=1.7022 | leaf=1.7022 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=180900 | total=1.7176 | leaf=1.7176 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=181000 | total=1.7442 | leaf=1.7442 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=181100 | total=1.7210 | leaf=1.7210 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=181200 | total=1.8043 | leaf=1.8043 | ancestor=0.0000 | lr=2.23e-04 | t=36.5s +step=181300 | total=1.7073 | leaf=1.7073 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=181400 | total=1.7514 | leaf=1.7514 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=181500 | total=1.7012 | leaf=1.7012 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=181600 | total=1.7241 | leaf=1.7241 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=181700 | total=1.7404 | leaf=1.7404 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=181800 | total=1.7396 | leaf=1.7396 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=181900 | total=1.7158 | leaf=1.7158 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=182000 | total=1.7488 | leaf=1.7488 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=182100 | total=1.7864 | leaf=1.7864 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=182200 | total=1.8131 | leaf=1.8131 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=182300 | total=1.6836 | leaf=1.6836 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=182400 | total=1.7195 | leaf=1.7195 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=182500 | total=1.6972 | leaf=1.6972 | ancestor=0.0000 | lr=2.22e-04 | t=36.5s +step=182600 | total=1.7281 | leaf=1.7281 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=182700 | total=1.7533 | leaf=1.7533 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=182800 | total=1.7424 | leaf=1.7424 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=182900 | total=1.7911 | leaf=1.7911 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=183000 | total=1.6492 | leaf=1.6492 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=183100 | total=1.6880 | leaf=1.6880 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=183200 | total=1.7467 | leaf=1.7467 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=183300 | total=1.6801 | leaf=1.6801 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=183400 | total=1.7603 | leaf=1.7603 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=183500 | total=1.6073 | leaf=1.6073 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=183600 | total=1.7607 | leaf=1.7607 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=183700 | total=1.7312 | leaf=1.7312 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=183800 | total=1.7760 | leaf=1.7760 | ancestor=0.0000 | lr=2.21e-04 | t=36.5s +step=183900 | total=1.6650 | leaf=1.6650 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=184000 | total=1.7902 | leaf=1.7902 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=184100 | total=1.7957 | leaf=1.7957 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=184200 | total=1.7562 | leaf=1.7562 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=184300 | total=1.7072 | leaf=1.7072 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=184400 | total=1.7274 | leaf=1.7274 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=184500 | total=1.7521 | leaf=1.7521 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=184600 | total=1.7445 | leaf=1.7445 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=184700 | total=1.7515 | leaf=1.7515 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=184800 | total=1.7946 | leaf=1.7946 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=184900 | total=1.7989 | leaf=1.7989 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s +step=185000 | total=1.6649 | leaf=1.6649 | ancestor=0.0000 | lr=2.20e-04 | t=36.5s + VAL | loss_leaf=1.7477 | loss_ancestor=0.0000 | loss_total=1.7477 +step=185100 | total=1.7924 | leaf=1.7924 | ancestor=0.0000 | lr=2.20e-04 | t=42.6s +step=185200 | total=1.6908 | leaf=1.6908 | ancestor=0.0000 | lr=2.19e-04 | t=36.5s +step=185300 | total=1.7959 | leaf=1.7959 | ancestor=0.0000 | lr=2.19e-04 | t=36.5s +step=185400 | total=1.7086 | leaf=1.7086 | ancestor=0.0000 | lr=2.19e-04 | t=36.5s +step=185500 | total=1.7735 | leaf=1.7735 | ancestor=0.0000 | lr=2.19e-04 | t=36.6s +step=185600 | total=1.7457 | leaf=1.7457 | ancestor=0.0000 | lr=2.19e-04 | t=36.5s +step=185700 | 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t=36.5s +step=188100 | total=1.7721 | leaf=1.7721 | ancestor=0.0000 | lr=2.17e-04 | t=36.5s +step=188200 | total=1.6880 | leaf=1.6880 | ancestor=0.0000 | lr=2.17e-04 | t=36.5s +step=188300 | total=1.7195 | leaf=1.7195 | ancestor=0.0000 | lr=2.17e-04 | t=36.5s +step=188400 | total=1.7390 | leaf=1.7390 | ancestor=0.0000 | lr=2.17e-04 | t=36.5s +step=188500 | total=1.7066 | leaf=1.7066 | ancestor=0.0000 | lr=2.17e-04 | t=36.5s +step=188600 | total=1.7407 | leaf=1.7407 | ancestor=0.0000 | lr=2.17e-04 | t=36.5s +step=188700 | total=1.7459 | leaf=1.7459 | ancestor=0.0000 | lr=2.17e-04 | t=36.5s +step=188800 | total=1.7604 | leaf=1.7604 | ancestor=0.0000 | lr=2.17e-04 | t=36.5s +step=188900 | total=1.7262 | leaf=1.7262 | ancestor=0.0000 | lr=2.17e-04 | t=36.5s +step=189000 | total=1.7077 | leaf=1.7077 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=189100 | total=1.6882 | leaf=1.6882 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=189200 | total=1.6957 | leaf=1.6957 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=189300 | total=1.7973 | leaf=1.7973 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=189400 | total=1.7395 | leaf=1.7395 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=189500 | total=1.7049 | leaf=1.7049 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=189600 | total=1.7180 | leaf=1.7180 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=189700 | total=1.7436 | leaf=1.7436 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=189800 | total=1.7285 | leaf=1.7285 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=189900 | total=1.7014 | leaf=1.7014 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=190000 | total=1.7496 | leaf=1.7496 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s + VAL | loss_leaf=1.7427 | loss_ancestor=0.0000 | loss_total=1.7427 + Saved checkpoint: outputs/sad_block_ar/ckpt_190000.pt +step=190100 | total=1.7575 | leaf=1.7575 | ancestor=0.0000 | lr=2.16e-04 | t=49.7s +step=190200 | total=1.7128 | leaf=1.7128 | ancestor=0.0000 | lr=2.16e-04 | t=36.5s +step=190300 | 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t=36.5s +step=192700 | total=1.7450 | leaf=1.7450 | ancestor=0.0000 | lr=2.14e-04 | t=36.5s +step=192800 | total=1.6561 | leaf=1.6561 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=192900 | total=1.6887 | leaf=1.6887 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=193000 | total=1.7570 | leaf=1.7570 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=193100 | total=1.6903 | leaf=1.6903 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=193200 | total=1.7023 | leaf=1.7023 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=193300 | total=1.7395 | leaf=1.7395 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=193400 | total=1.7143 | leaf=1.7143 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=193500 | total=1.7874 | leaf=1.7874 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=193600 | total=1.7339 | leaf=1.7339 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=193700 | total=1.7291 | leaf=1.7291 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=193800 | total=1.7431 | leaf=1.7431 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=193900 | total=1.7928 | leaf=1.7928 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=194000 | total=1.7159 | leaf=1.7159 | ancestor=0.0000 | lr=2.13e-04 | t=36.5s +step=194100 | total=1.7232 | leaf=1.7232 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s +step=194200 | total=1.7643 | leaf=1.7643 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s +step=194300 | total=1.6971 | leaf=1.6971 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s +step=194400 | total=1.7997 | leaf=1.7997 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s +step=194500 | total=1.7571 | leaf=1.7571 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s +step=194600 | total=1.7787 | leaf=1.7787 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s +step=194700 | total=1.7542 | leaf=1.7542 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s +step=194800 | total=1.6993 | leaf=1.6993 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s +step=194900 | total=1.7813 | leaf=1.7813 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s +step=195000 | total=1.7377 | leaf=1.7377 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s + VAL | loss_leaf=1.7375 | loss_ancestor=0.0000 | loss_total=1.7375 +step=195100 | total=1.7273 | leaf=1.7273 | ancestor=0.0000 | lr=2.12e-04 | t=42.6s +step=195200 | total=1.6778 | leaf=1.6778 | ancestor=0.0000 | lr=2.12e-04 | t=36.5s +step=195300 | total=1.7849 | leaf=1.7849 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=195400 | total=1.6999 | leaf=1.6999 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=195500 | total=1.7712 | leaf=1.7712 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=195600 | total=1.7391 | leaf=1.7391 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=195700 | total=1.7264 | leaf=1.7264 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=195800 | total=1.7704 | leaf=1.7704 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=195900 | total=1.6836 | leaf=1.6836 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=196000 | total=1.7598 | leaf=1.7598 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=196100 | total=1.7948 | leaf=1.7948 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=196200 | total=1.7368 | leaf=1.7368 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=196300 | total=1.7120 | leaf=1.7120 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=196400 | total=1.7319 | leaf=1.7319 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=196500 | total=1.7307 | leaf=1.7307 | ancestor=0.0000 | lr=2.11e-04 | t=36.5s +step=196600 | total=1.6863 | leaf=1.6863 | ancestor=0.0000 | lr=2.10e-04 | t=36.5s +step=196700 | total=1.7440 | leaf=1.7440 | ancestor=0.0000 | lr=2.10e-04 | t=36.5s +step=196800 | total=1.7027 | leaf=1.7027 | ancestor=0.0000 | lr=2.10e-04 | t=36.5s +step=196900 | total=1.7993 | leaf=1.7993 | ancestor=0.0000 | lr=2.10e-04 | t=36.5s +step=197000 | total=1.6361 | leaf=1.6361 | ancestor=0.0000 | lr=2.10e-04 | t=36.5s +step=197100 | total=1.7753 | leaf=1.7753 | ancestor=0.0000 | lr=2.10e-04 | t=36.5s +step=197200 | total=1.6997 | leaf=1.6997 | ancestor=0.0000 | lr=2.10e-04 | t=36.5s +step=197300 | total=1.7707 | 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total=1.7380 | leaf=1.7380 | ancestor=0.0000 | lr=2.09e-04 | t=36.5s +step=198600 | total=1.7962 | leaf=1.7962 | ancestor=0.0000 | lr=2.09e-04 | t=36.5s +step=198700 | total=1.7356 | leaf=1.7356 | ancestor=0.0000 | lr=2.09e-04 | t=36.5s +step=198800 | total=1.7458 | leaf=1.7458 | ancestor=0.0000 | lr=2.09e-04 | t=36.5s +step=198900 | total=1.7847 | leaf=1.7847 | ancestor=0.0000 | lr=2.09e-04 | t=36.5s +step=199000 | total=1.7840 | leaf=1.7840 | ancestor=0.0000 | lr=2.08e-04 | t=36.5s +step=199100 | total=1.7092 | leaf=1.7092 | ancestor=0.0000 | lr=2.08e-04 | t=36.5s +step=199200 | total=1.7424 | leaf=1.7424 | ancestor=0.0000 | lr=2.08e-04 | t=36.5s +step=199300 | total=1.7317 | leaf=1.7317 | ancestor=0.0000 | lr=2.08e-04 | t=36.5s +step=199400 | total=1.7510 | leaf=1.7510 | ancestor=0.0000 | lr=2.08e-04 | t=36.5s +step=199500 | total=1.7749 | leaf=1.7749 | ancestor=0.0000 | lr=2.08e-04 | t=36.5s +step=199600 | total=1.7470 | leaf=1.7470 | ancestor=0.0000 | lr=2.08e-04 | t=36.5s 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total=1.7622 | leaf=1.7622 | ancestor=0.0000 | lr=2.06e-04 | t=36.5s +step=202000 | total=1.7774 | leaf=1.7774 | ancestor=0.0000 | lr=2.06e-04 | t=36.5s +step=202100 | total=1.7733 | leaf=1.7733 | ancestor=0.0000 | lr=2.06e-04 | t=36.5s +step=202200 | total=1.7917 | leaf=1.7917 | ancestor=0.0000 | lr=2.06e-04 | t=36.5s +step=202300 | total=1.7234 | leaf=1.7234 | ancestor=0.0000 | lr=2.06e-04 | t=36.5s +step=202400 | total=1.8027 | leaf=1.8027 | ancestor=0.0000 | lr=2.06e-04 | t=36.5s +step=202500 | total=1.6909 | leaf=1.6909 | ancestor=0.0000 | lr=2.06e-04 | t=36.5s +step=202600 | total=1.7599 | leaf=1.7599 | ancestor=0.0000 | lr=2.06e-04 | t=36.5s +step=202700 | total=1.7443 | leaf=1.7443 | ancestor=0.0000 | lr=2.06e-04 | t=36.5s +step=202800 | total=1.7801 | leaf=1.7801 | ancestor=0.0000 | lr=2.05e-04 | t=36.5s +step=202900 | total=1.7098 | leaf=1.7098 | ancestor=0.0000 | lr=2.05e-04 | t=36.5s +step=203000 | total=1.7073 | leaf=1.7073 | ancestor=0.0000 | lr=2.05e-04 | t=36.5s 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t=36.5s +step=204300 | total=1.7205 | leaf=1.7205 | ancestor=0.0000 | lr=2.04e-04 | t=36.5s +step=204400 | total=1.7209 | leaf=1.7209 | ancestor=0.0000 | lr=2.04e-04 | t=36.5s +step=204500 | total=1.7428 | leaf=1.7428 | ancestor=0.0000 | lr=2.04e-04 | t=36.5s +step=204600 | total=1.7860 | leaf=1.7860 | ancestor=0.0000 | lr=2.04e-04 | t=36.5s +step=204700 | total=1.7028 | leaf=1.7028 | ancestor=0.0000 | lr=2.04e-04 | t=36.5s +step=204800 | total=1.7600 | leaf=1.7600 | ancestor=0.0000 | lr=2.04e-04 | t=36.5s +step=204900 | total=1.7221 | leaf=1.7221 | ancestor=0.0000 | lr=2.04e-04 | t=36.5s +step=205000 | total=1.7245 | leaf=1.7245 | ancestor=0.0000 | lr=2.04e-04 | t=36.5s + VAL | loss_leaf=1.7387 | loss_ancestor=0.0000 | loss_total=1.7387 +step=205100 | total=1.7217 | leaf=1.7217 | ancestor=0.0000 | lr=2.04e-04 | t=42.6s +step=205200 | total=1.7714 | leaf=1.7714 | ancestor=0.0000 | lr=2.03e-04 | t=36.5s +step=205300 | total=1.7015 | leaf=1.7015 | ancestor=0.0000 | lr=2.03e-04 | t=36.5s 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t=36.5s +step=206600 | total=1.6956 | leaf=1.6956 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=206700 | total=1.7339 | leaf=1.7339 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=206800 | total=1.6513 | leaf=1.6513 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=206900 | total=1.6945 | leaf=1.6945 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=207000 | total=1.7098 | leaf=1.7098 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=207100 | total=1.7136 | leaf=1.7136 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=207200 | total=1.7666 | leaf=1.7666 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=207300 | total=1.7261 | leaf=1.7261 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=207400 | total=1.6539 | leaf=1.6539 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=207500 | total=1.6847 | leaf=1.6847 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=207600 | total=1.7451 | leaf=1.7451 | ancestor=0.0000 | lr=2.02e-04 | t=36.5s +step=207700 | total=1.7473 | leaf=1.7473 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=207800 | total=1.7011 | leaf=1.7011 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=207900 | total=1.7392 | leaf=1.7392 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=208000 | total=1.6853 | leaf=1.6853 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=208100 | total=1.7017 | leaf=1.7017 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=208200 | total=1.6884 | leaf=1.6884 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=208300 | total=1.7212 | leaf=1.7212 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=208400 | total=1.6783 | leaf=1.6783 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=208500 | total=1.7335 | leaf=1.7335 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=208600 | total=1.7039 | leaf=1.7039 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=208700 | total=1.7171 | leaf=1.7171 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=208800 | total=1.6435 | leaf=1.6435 | ancestor=0.0000 | lr=2.01e-04 | t=36.5s +step=208900 | total=1.7547 | leaf=1.7547 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=209000 | total=1.7663 | leaf=1.7663 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=209100 | total=1.7366 | leaf=1.7366 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=209200 | total=1.7161 | leaf=1.7161 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=209300 | total=1.7322 | leaf=1.7322 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=209400 | total=1.6840 | leaf=1.6840 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=209500 | total=1.7354 | leaf=1.7354 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=209600 | total=1.7321 | leaf=1.7321 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=209700 | total=1.7421 | leaf=1.7421 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=209800 | total=1.7636 | leaf=1.7636 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=209900 | total=1.7495 | leaf=1.7495 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s +step=210000 | total=1.7972 | leaf=1.7972 | ancestor=0.0000 | lr=2.00e-04 | t=36.5s + VAL | loss_leaf=1.7343 | loss_ancestor=0.0000 | loss_total=1.7343 + Saved checkpoint: outputs/sad_block_ar/ckpt_210000.pt +step=210100 | total=1.7114 | leaf=1.7114 | ancestor=0.0000 | lr=1.99e-04 | t=49.2s +step=210200 | total=1.7646 | leaf=1.7646 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=210300 | total=1.6974 | leaf=1.6974 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=210400 | total=1.7221 | leaf=1.7221 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=210500 | total=1.7887 | leaf=1.7887 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=210600 | total=1.8146 | leaf=1.8146 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=210700 | total=1.6969 | leaf=1.6969 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=210800 | total=1.7890 | leaf=1.7890 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=210900 | total=1.7619 | leaf=1.7619 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=211000 | total=1.7404 | leaf=1.7404 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=211100 | total=1.7354 | leaf=1.7354 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=211200 | total=1.7261 | leaf=1.7261 | ancestor=0.0000 | lr=1.99e-04 | t=36.5s +step=211300 | total=1.6966 | leaf=1.6966 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=211400 | total=1.7210 | leaf=1.7210 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=211500 | total=1.7540 | leaf=1.7540 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=211600 | total=1.8186 | leaf=1.8186 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=211700 | total=1.7094 | leaf=1.7094 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=211800 | total=1.7239 | leaf=1.7239 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=211900 | total=1.7289 | leaf=1.7289 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=212000 | total=1.7548 | leaf=1.7548 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=212100 | total=1.7075 | leaf=1.7075 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=212200 | total=1.7115 | leaf=1.7115 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=212300 | total=1.7077 | leaf=1.7077 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=212400 | total=1.7409 | leaf=1.7409 | ancestor=0.0000 | lr=1.98e-04 | t=36.5s +step=212500 | total=1.7439 | leaf=1.7439 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=212600 | total=1.7465 | leaf=1.7465 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=212700 | total=1.7251 | leaf=1.7251 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=212800 | total=1.7317 | leaf=1.7317 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=212900 | total=1.7222 | leaf=1.7222 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=213000 | total=1.7487 | leaf=1.7487 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=213100 | total=1.6874 | leaf=1.6874 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=213200 | total=1.7592 | leaf=1.7592 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=213300 | total=1.7203 | leaf=1.7203 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=213400 | total=1.7955 | leaf=1.7955 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=213500 | total=1.7489 | leaf=1.7489 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=213600 | total=1.6736 | leaf=1.6736 | ancestor=0.0000 | lr=1.97e-04 | t=36.5s +step=213700 | total=1.6944 | leaf=1.6944 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=213800 | total=1.7480 | leaf=1.7480 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=213900 | total=1.6933 | leaf=1.6933 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=214000 | total=1.8119 | leaf=1.8119 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=214100 | total=1.6593 | leaf=1.6593 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=214200 | total=1.7334 | leaf=1.7334 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=214300 | total=1.7127 | leaf=1.7127 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=214400 | total=1.7092 | leaf=1.7092 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=214500 | total=1.7310 | leaf=1.7310 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=214600 | total=1.7220 | leaf=1.7220 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=214700 | total=1.7047 | leaf=1.7047 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=214800 | total=1.7568 | leaf=1.7568 | ancestor=0.0000 | lr=1.96e-04 | t=36.5s +step=214900 | total=1.7481 | leaf=1.7481 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s +step=215000 | total=1.7021 | leaf=1.7021 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s + VAL | loss_leaf=1.7297 | loss_ancestor=0.0000 | loss_total=1.7297 +step=215100 | total=1.7028 | leaf=1.7028 | ancestor=0.0000 | lr=1.95e-04 | t=42.6s +step=215200 | total=1.7477 | leaf=1.7477 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s +step=215300 | total=1.6669 | leaf=1.6669 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s +step=215400 | total=1.7215 | leaf=1.7215 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s +step=215500 | total=1.7392 | leaf=1.7392 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s +step=215600 | total=1.7668 | leaf=1.7668 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s +step=215700 | total=1.7156 | leaf=1.7156 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s +step=215800 | total=1.6888 | leaf=1.6888 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s +step=215900 | total=1.7839 | leaf=1.7839 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s +step=216000 | total=1.6623 | leaf=1.6623 | ancestor=0.0000 | lr=1.95e-04 | t=36.5s +step=216100 | total=1.7183 | leaf=1.7183 | ancestor=0.0000 | lr=1.94e-04 | t=36.5s +step=216200 | total=1.6766 | leaf=1.6766 | ancestor=0.0000 | lr=1.94e-04 | t=36.5s +step=216300 | total=1.7406 | leaf=1.7406 | ancestor=0.0000 | lr=1.94e-04 | t=36.5s +step=216400 | total=1.7310 | leaf=1.7310 | ancestor=0.0000 | lr=1.94e-04 | t=36.6s +step=216500 | total=1.7049 | leaf=1.7049 | ancestor=0.0000 | lr=1.94e-04 | t=36.5s +step=216600 | total=1.7114 | leaf=1.7114 | ancestor=0.0000 | lr=1.94e-04 | t=36.5s +step=216700 | total=1.7838 | leaf=1.7838 | ancestor=0.0000 | lr=1.94e-04 | t=36.5s +step=216800 | total=1.7153 | leaf=1.7153 | ancestor=0.0000 | lr=1.94e-04 | t=36.5s +step=216900 | total=1.7608 | leaf=1.7608 | ancestor=0.0000 | lr=1.94e-04 | t=36.5s 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t=36.5s +step=218200 | total=1.6680 | leaf=1.6680 | ancestor=0.0000 | lr=1.93e-04 | t=36.5s +step=218300 | total=1.6434 | leaf=1.6434 | ancestor=0.0000 | lr=1.93e-04 | t=36.5s +step=218400 | total=1.6951 | leaf=1.6951 | ancestor=0.0000 | lr=1.93e-04 | t=36.5s +step=218500 | total=1.7389 | leaf=1.7389 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=218600 | total=1.7704 | leaf=1.7704 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=218700 | total=1.7166 | leaf=1.7166 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=218800 | total=1.7405 | leaf=1.7405 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=218900 | total=1.7381 | leaf=1.7381 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=219000 | total=1.6627 | leaf=1.6627 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=219100 | total=1.7299 | leaf=1.7299 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=219200 | total=1.7462 | leaf=1.7462 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=219300 | total=1.7119 | leaf=1.7119 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=219400 | total=1.6624 | leaf=1.6624 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=219500 | total=1.7343 | leaf=1.7343 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=219600 | total=1.7294 | leaf=1.7294 | ancestor=0.0000 | lr=1.92e-04 | t=36.5s +step=219700 | total=1.7244 | leaf=1.7244 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s +step=219800 | total=1.7023 | leaf=1.7023 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s +step=219900 | total=1.7288 | leaf=1.7288 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s +step=220000 | total=1.7396 | leaf=1.7396 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s + VAL | loss_leaf=1.7234 | loss_ancestor=0.0000 | loss_total=1.7234 + Saved checkpoint: outputs/sad_block_ar/ckpt_220000.pt +step=220100 | total=1.7201 | leaf=1.7201 | ancestor=0.0000 | lr=1.91e-04 | t=49.2s +step=220200 | total=1.7324 | leaf=1.7324 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s +step=220300 | total=1.7158 | leaf=1.7158 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s +step=220400 | total=1.7458 | leaf=1.7458 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s +step=220500 | total=1.6984 | leaf=1.6984 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s +step=220600 | total=1.7615 | leaf=1.7615 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s +step=220700 | total=1.7085 | leaf=1.7085 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s +step=220800 | total=1.7110 | leaf=1.7110 | ancestor=0.0000 | lr=1.91e-04 | t=36.5s +step=220900 | total=1.7020 | leaf=1.7020 | ancestor=0.0000 | lr=1.90e-04 | t=36.5s +step=221000 | total=1.7837 | leaf=1.7837 | ancestor=0.0000 | lr=1.90e-04 | t=36.5s +step=221100 | total=1.8038 | leaf=1.8038 | ancestor=0.0000 | lr=1.90e-04 | t=36.5s +step=221200 | total=1.7073 | leaf=1.7073 | ancestor=0.0000 | lr=1.90e-04 | t=36.5s +step=221300 | total=1.7086 | leaf=1.7086 | ancestor=0.0000 | lr=1.90e-04 | t=36.5s +step=221400 | total=1.7582 | leaf=1.7582 | ancestor=0.0000 | lr=1.90e-04 | t=36.5s +step=221500 | total=1.7444 | leaf=1.7444 | ancestor=0.0000 | lr=1.90e-04 | t=36.5s 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t=36.5s +step=222800 | total=1.7705 | leaf=1.7705 | ancestor=0.0000 | lr=1.89e-04 | t=36.5s +step=222900 | total=1.7591 | leaf=1.7591 | ancestor=0.0000 | lr=1.89e-04 | t=36.5s +step=223000 | total=1.7702 | leaf=1.7702 | ancestor=0.0000 | lr=1.89e-04 | t=36.5s +step=223100 | total=1.7393 | leaf=1.7393 | ancestor=0.0000 | lr=1.89e-04 | t=36.5s +step=223200 | total=1.6528 | leaf=1.6528 | ancestor=0.0000 | lr=1.89e-04 | t=36.5s +step=223300 | total=1.7693 | leaf=1.7693 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=223400 | total=1.7319 | leaf=1.7319 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=223500 | total=1.6982 | leaf=1.6982 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=223600 | total=1.7117 | leaf=1.7117 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=223700 | total=1.7284 | leaf=1.7284 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=223800 | total=1.7112 | leaf=1.7112 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=223900 | total=1.7627 | leaf=1.7627 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=224000 | total=1.6919 | leaf=1.6919 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=224100 | total=1.7028 | leaf=1.7028 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=224200 | total=1.6932 | leaf=1.6932 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=224300 | total=1.8058 | leaf=1.8058 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=224400 | total=1.6993 | leaf=1.6993 | ancestor=0.0000 | lr=1.88e-04 | t=36.5s +step=224500 | total=1.7636 | leaf=1.7636 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s +step=224600 | total=1.7753 | leaf=1.7753 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s +step=224700 | total=1.6929 | leaf=1.6929 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s +step=224800 | total=1.8053 | leaf=1.8053 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s +step=224900 | total=1.7581 | leaf=1.7581 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s +step=225000 | total=1.7287 | leaf=1.7287 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s + VAL | loss_leaf=1.7263 | loss_ancestor=0.0000 | loss_total=1.7263 +step=225100 | total=1.6405 | leaf=1.6405 | ancestor=0.0000 | lr=1.87e-04 | t=42.6s +step=225200 | total=1.7201 | leaf=1.7201 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s +step=225300 | total=1.7121 | leaf=1.7121 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s +step=225400 | total=1.7760 | leaf=1.7760 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s +step=225500 | total=1.7435 | leaf=1.7435 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s +step=225600 | total=1.7183 | leaf=1.7183 | ancestor=0.0000 | lr=1.87e-04 | t=36.5s +step=225700 | total=1.7963 | leaf=1.7963 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=225800 | total=1.7443 | leaf=1.7443 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=225900 | total=1.6773 | leaf=1.6773 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=226000 | total=1.7000 | leaf=1.7000 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=226100 | total=1.7592 | leaf=1.7592 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=226200 | total=1.7144 | leaf=1.7144 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=226300 | total=1.7013 | leaf=1.7013 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=226400 | total=1.6370 | leaf=1.6370 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=226500 | total=1.6847 | leaf=1.6847 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=226600 | total=1.6833 | leaf=1.6833 | ancestor=0.0000 | lr=1.86e-04 | t=37.0s +step=226700 | total=1.6602 | leaf=1.6602 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=226800 | total=1.7548 | leaf=1.7548 | ancestor=0.0000 | lr=1.86e-04 | t=36.5s +step=226900 | total=1.7045 | leaf=1.7045 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=227000 | total=1.6545 | leaf=1.6545 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=227100 | total=1.7236 | leaf=1.7236 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=227200 | total=1.6008 | leaf=1.6008 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=227300 | total=1.7313 | leaf=1.7313 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=227400 | total=1.7944 | leaf=1.7944 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=227500 | total=1.6694 | leaf=1.6694 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=227600 | total=1.7678 | leaf=1.7678 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=227700 | total=1.6895 | leaf=1.6895 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=227800 | total=1.7140 | leaf=1.7140 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=227900 | total=1.7507 | leaf=1.7507 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=228000 | total=1.7367 | leaf=1.7367 | ancestor=0.0000 | lr=1.85e-04 | t=36.5s +step=228100 | total=1.8117 | leaf=1.8117 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=228200 | total=1.6231 | leaf=1.6231 | ancestor=0.0000 | lr=1.84e-04 | t=37.0s +step=228300 | total=1.6870 | leaf=1.6870 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=228400 | total=1.7253 | leaf=1.7253 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=228500 | total=1.7785 | leaf=1.7785 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=228600 | total=1.6764 | leaf=1.6764 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=228700 | total=1.7554 | leaf=1.7554 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=228800 | total=1.6833 | leaf=1.6833 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=228900 | total=1.7236 | leaf=1.7236 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=229000 | total=1.7561 | leaf=1.7561 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=229100 | total=1.7702 | leaf=1.7702 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=229200 | total=1.6889 | leaf=1.6889 | ancestor=0.0000 | lr=1.84e-04 | t=36.5s +step=229300 | total=1.7776 | leaf=1.7776 | ancestor=0.0000 | lr=1.83e-04 | t=36.5s +step=229400 | total=1.7060 | leaf=1.7060 | ancestor=0.0000 | lr=1.83e-04 | t=36.5s +step=229500 | total=1.7265 | leaf=1.7265 | ancestor=0.0000 | lr=1.83e-04 | t=36.5s +step=229600 | total=1.7175 | leaf=1.7175 | ancestor=0.0000 | lr=1.83e-04 | t=36.5s +step=229700 | total=1.7778 | leaf=1.7778 | ancestor=0.0000 | lr=1.83e-04 | t=36.5s 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leaf=1.7010 | ancestor=0.0000 | lr=1.82e-04 | t=36.5s +step=230900 | total=1.7813 | leaf=1.7813 | ancestor=0.0000 | lr=1.82e-04 | t=36.5s +step=231000 | total=1.6912 | leaf=1.6912 | ancestor=0.0000 | lr=1.82e-04 | t=36.5s +step=231100 | total=1.6928 | leaf=1.6928 | ancestor=0.0000 | lr=1.82e-04 | t=36.5s +step=231200 | total=1.7713 | leaf=1.7713 | ancestor=0.0000 | lr=1.82e-04 | t=36.5s +step=231300 | total=1.7335 | leaf=1.7335 | ancestor=0.0000 | lr=1.82e-04 | t=36.5s +step=231400 | total=1.7142 | leaf=1.7142 | ancestor=0.0000 | lr=1.82e-04 | t=36.5s +step=231500 | total=1.7534 | leaf=1.7534 | ancestor=0.0000 | lr=1.82e-04 | t=36.5s +step=231600 | total=1.7373 | leaf=1.7373 | ancestor=0.0000 | lr=1.81e-04 | t=36.5s +step=231700 | total=1.7581 | leaf=1.7581 | ancestor=0.0000 | lr=1.81e-04 | t=36.5s +step=231800 | total=1.6284 | leaf=1.6284 | ancestor=0.0000 | lr=1.81e-04 | t=36.5s +step=231900 | total=1.6834 | leaf=1.6834 | ancestor=0.0000 | lr=1.81e-04 | t=36.6s +step=232000 | total=1.6654 | leaf=1.6654 | ancestor=0.0000 | lr=1.81e-04 | t=36.5s +step=232100 | total=1.7216 | leaf=1.7216 | ancestor=0.0000 | lr=1.81e-04 | t=37.0s +step=232200 | total=1.7816 | leaf=1.7816 | ancestor=0.0000 | lr=1.81e-04 | t=36.5s +step=232300 | total=1.7729 | leaf=1.7729 | ancestor=0.0000 | lr=1.81e-04 | t=36.5s +step=232400 | total=1.7043 | leaf=1.7043 | ancestor=0.0000 | lr=1.81e-04 | t=36.5s +step=232500 | total=1.7163 | leaf=1.7163 | ancestor=0.0000 | lr=1.81e-04 | t=36.5s +step=232600 | total=1.7229 | leaf=1.7229 | ancestor=0.0000 | lr=1.81e-04 | t=36.5s +step=232700 | total=1.7396 | leaf=1.7396 | ancestor=0.0000 | lr=1.81e-04 | t=36.5s +step=232800 | total=1.7323 | leaf=1.7323 | ancestor=0.0000 | lr=1.80e-04 | t=36.5s +step=232900 | total=1.6669 | leaf=1.6669 | ancestor=0.0000 | lr=1.80e-04 | t=36.5s +step=233000 | total=1.7512 | leaf=1.7512 | ancestor=0.0000 | lr=1.80e-04 | t=36.5s +step=233100 | total=1.7375 | leaf=1.7375 | ancestor=0.0000 | lr=1.80e-04 | t=36.5s 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t=36.5s +step=234400 | total=1.6856 | leaf=1.6856 | ancestor=0.0000 | lr=1.79e-04 | t=36.5s +step=234500 | total=1.6645 | leaf=1.6645 | ancestor=0.0000 | lr=1.79e-04 | t=36.5s +step=234600 | total=1.6969 | leaf=1.6969 | ancestor=0.0000 | lr=1.79e-04 | t=36.5s +step=234700 | total=1.7165 | leaf=1.7165 | ancestor=0.0000 | lr=1.79e-04 | t=36.5s +step=234800 | total=1.6584 | leaf=1.6584 | ancestor=0.0000 | lr=1.79e-04 | t=36.5s +step=234900 | total=1.6936 | leaf=1.6936 | ancestor=0.0000 | lr=1.79e-04 | t=36.5s +step=235000 | total=1.7338 | leaf=1.7338 | ancestor=0.0000 | lr=1.79e-04 | t=36.5s + VAL | loss_leaf=1.7306 | loss_ancestor=0.0000 | loss_total=1.7306 +step=235100 | total=1.7364 | leaf=1.7364 | ancestor=0.0000 | lr=1.79e-04 | t=42.6s +step=235200 | total=1.6831 | leaf=1.6831 | ancestor=0.0000 | lr=1.78e-04 | t=36.5s +step=235300 | total=1.7388 | leaf=1.7388 | ancestor=0.0000 | lr=1.78e-04 | t=36.5s +step=235400 | total=1.7229 | leaf=1.7229 | ancestor=0.0000 | lr=1.78e-04 | t=36.5s 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t=36.5s +step=236700 | total=1.7402 | leaf=1.7402 | ancestor=0.0000 | lr=1.77e-04 | t=36.5s +step=236800 | total=1.7734 | leaf=1.7734 | ancestor=0.0000 | lr=1.77e-04 | t=36.5s +step=236900 | total=1.7479 | leaf=1.7479 | ancestor=0.0000 | lr=1.77e-04 | t=36.5s +step=237000 | total=1.6817 | leaf=1.6817 | ancestor=0.0000 | lr=1.77e-04 | t=36.5s +step=237100 | total=1.6779 | leaf=1.6779 | ancestor=0.0000 | lr=1.77e-04 | t=36.5s +step=237200 | total=1.7051 | leaf=1.7051 | ancestor=0.0000 | lr=1.77e-04 | t=36.5s +step=237300 | total=1.6631 | leaf=1.6631 | ancestor=0.0000 | lr=1.77e-04 | t=36.5s +step=237400 | total=1.7340 | leaf=1.7340 | ancestor=0.0000 | lr=1.77e-04 | t=36.5s +step=237500 | total=1.6945 | leaf=1.6945 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=237600 | total=1.7529 | leaf=1.7529 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=237700 | total=1.6790 | leaf=1.6790 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=237800 | total=1.7084 | leaf=1.7084 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=237900 | total=1.6826 | leaf=1.6826 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=238000 | total=1.6986 | leaf=1.6986 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=238100 | total=1.7588 | leaf=1.7588 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=238200 | total=1.7259 | leaf=1.7259 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=238300 | total=1.7331 | leaf=1.7331 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=238400 | total=1.6326 | leaf=1.6326 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=238500 | total=1.7403 | leaf=1.7403 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=238600 | total=1.7128 | leaf=1.7128 | ancestor=0.0000 | lr=1.76e-04 | t=36.5s +step=238700 | total=1.7486 | leaf=1.7486 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=238800 | total=1.6541 | leaf=1.6541 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=238900 | total=1.7322 | leaf=1.7322 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=239000 | total=1.8368 | leaf=1.8368 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=239100 | total=1.7269 | leaf=1.7269 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=239200 | total=1.7939 | leaf=1.7939 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=239300 | total=1.6759 | leaf=1.6759 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=239400 | total=1.6907 | leaf=1.6907 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=239500 | total=1.7128 | leaf=1.7128 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=239600 | total=1.7071 | leaf=1.7071 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=239700 | total=1.6916 | leaf=1.6916 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=239800 | total=1.7982 | leaf=1.7982 | ancestor=0.0000 | lr=1.75e-04 | t=36.5s +step=239900 | total=1.7190 | leaf=1.7190 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s +step=240000 | total=1.7994 | leaf=1.7994 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s + VAL | loss_leaf=1.7223 | loss_ancestor=0.0000 | loss_total=1.7223 + Saved checkpoint: outputs/sad_block_ar/ckpt_240000.pt +step=240100 | total=1.6501 | leaf=1.6501 | ancestor=0.0000 | lr=1.74e-04 | t=49.3s +step=240200 | total=1.7023 | leaf=1.7023 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s +step=240300 | total=1.8007 | leaf=1.8007 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s +step=240400 | total=1.7538 | leaf=1.7538 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s +step=240500 | total=1.6611 | leaf=1.6611 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s +step=240600 | total=1.6895 | leaf=1.6895 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s +step=240700 | total=1.7319 | leaf=1.7319 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s +step=240800 | total=1.7665 | leaf=1.7665 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s +step=240900 | total=1.7114 | leaf=1.7114 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s +step=241000 | total=1.7984 | leaf=1.7984 | ancestor=0.0000 | lr=1.74e-04 | t=36.5s +step=241100 | total=1.7470 | leaf=1.7470 | ancestor=0.0000 | lr=1.73e-04 | t=36.5s +step=241200 | total=1.7914 | 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t=36.5s +step=244800 | total=1.7373 | leaf=1.7373 | ancestor=0.0000 | lr=1.70e-04 | t=36.5s +step=244900 | total=1.7285 | leaf=1.7285 | ancestor=0.0000 | lr=1.70e-04 | t=36.5s +step=245000 | total=1.7908 | leaf=1.7908 | ancestor=0.0000 | lr=1.70e-04 | t=36.5s + VAL | loss_leaf=1.7261 | loss_ancestor=0.0000 | loss_total=1.7261 +step=245100 | total=1.7486 | leaf=1.7486 | ancestor=0.0000 | lr=1.70e-04 | t=42.6s +step=245200 | total=1.8333 | leaf=1.8333 | ancestor=0.0000 | lr=1.70e-04 | t=36.5s +step=245300 | total=1.7995 | leaf=1.7995 | ancestor=0.0000 | lr=1.70e-04 | t=36.5s +step=245400 | total=1.7387 | leaf=1.7387 | ancestor=0.0000 | lr=1.70e-04 | t=36.5s +step=245500 | total=1.8074 | leaf=1.8074 | ancestor=0.0000 | lr=1.70e-04 | t=36.5s +step=245600 | total=1.8005 | leaf=1.8005 | ancestor=0.0000 | lr=1.70e-04 | t=36.5s +step=245700 | total=1.6699 | leaf=1.6699 | ancestor=0.0000 | lr=1.70e-04 | t=36.5s +step=245800 | total=1.7417 | leaf=1.7417 | ancestor=0.0000 | lr=1.69e-04 | t=36.5s 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t=36.5s +step=247100 | total=1.6875 | leaf=1.6875 | ancestor=0.0000 | lr=1.68e-04 | t=36.5s +step=247200 | total=1.7962 | leaf=1.7962 | ancestor=0.0000 | lr=1.68e-04 | t=36.5s +step=247300 | total=1.7721 | leaf=1.7721 | ancestor=0.0000 | lr=1.68e-04 | t=36.5s +step=247400 | total=1.7196 | leaf=1.7196 | ancestor=0.0000 | lr=1.68e-04 | t=36.5s +step=247500 | total=1.7305 | leaf=1.7305 | ancestor=0.0000 | lr=1.68e-04 | t=36.5s +step=247600 | total=1.6955 | leaf=1.6955 | ancestor=0.0000 | lr=1.68e-04 | t=36.5s +step=247700 | total=1.7414 | leaf=1.7414 | ancestor=0.0000 | lr=1.68e-04 | t=36.5s +step=247800 | total=1.7288 | leaf=1.7288 | ancestor=0.0000 | lr=1.68e-04 | t=36.5s +step=247900 | total=1.7270 | leaf=1.7270 | ancestor=0.0000 | lr=1.68e-04 | t=36.5s +step=248000 | total=1.6796 | leaf=1.6796 | ancestor=0.0000 | lr=1.68e-04 | t=36.5s +step=248100 | total=1.7686 | leaf=1.7686 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=248200 | total=1.7338 | leaf=1.7338 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=248300 | total=1.7244 | leaf=1.7244 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=248400 | total=1.7964 | leaf=1.7964 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=248500 | total=1.6523 | leaf=1.6523 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=248600 | total=1.7730 | leaf=1.7730 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=248700 | total=1.7526 | leaf=1.7526 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=248800 | total=1.7596 | leaf=1.7596 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=248900 | total=1.7113 | leaf=1.7113 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=249000 | total=1.6950 | leaf=1.6950 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=249100 | total=1.7182 | leaf=1.7182 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=249200 | total=1.7361 | leaf=1.7361 | ancestor=0.0000 | lr=1.67e-04 | t=36.5s +step=249300 | total=1.6879 | leaf=1.6879 | ancestor=0.0000 | lr=1.66e-04 | t=36.5s +step=249400 | total=1.6896 | leaf=1.6896 | ancestor=0.0000 | lr=1.66e-04 | t=36.5s +step=249500 | total=1.7175 | leaf=1.7175 | ancestor=0.0000 | lr=1.66e-04 | t=36.5s +step=249600 | total=1.7824 | leaf=1.7824 | ancestor=0.0000 | lr=1.66e-04 | t=36.5s +step=249700 | total=1.7574 | leaf=1.7574 | ancestor=0.0000 | lr=1.66e-04 | t=36.5s +step=249800 | total=1.7276 | leaf=1.7276 | ancestor=0.0000 | lr=1.66e-04 | t=36.5s +step=249900 | total=1.7571 | leaf=1.7571 | ancestor=0.0000 | lr=1.66e-04 | t=36.5s +step=250000 | total=1.7179 | leaf=1.7179 | ancestor=0.0000 | lr=1.66e-04 | t=36.5s + VAL | loss_leaf=1.7211 | loss_ancestor=0.0000 | loss_total=1.7211 + Saved checkpoint: outputs/sad_block_ar/ckpt_250000.pt +step=250100 | total=1.7458 | leaf=1.7458 | ancestor=0.0000 | lr=1.66e-04 | t=49.3s +step=250200 | total=1.6941 | leaf=1.6941 | ancestor=0.0000 | lr=1.66e-04 | t=36.5s +step=250300 | total=1.6961 | leaf=1.6961 | ancestor=0.0000 | lr=1.66e-04 | t=36.5s +step=250400 | total=1.7328 | leaf=1.7328 | ancestor=0.0000 | lr=1.66e-04 | 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lr=1.64e-04 | t=36.5s +step=251700 | total=1.6946 | leaf=1.6946 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=251800 | total=1.7318 | leaf=1.7318 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=251900 | total=1.7351 | leaf=1.7351 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=252000 | total=1.6974 | leaf=1.6974 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=252100 | total=1.6872 | leaf=1.6872 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=252200 | total=1.7367 | leaf=1.7367 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=252300 | total=1.7926 | leaf=1.7926 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=252400 | total=1.6826 | leaf=1.6826 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=252500 | total=1.7950 | leaf=1.7950 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=252600 | total=1.7042 | leaf=1.7042 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=252700 | total=1.7381 | leaf=1.7381 | ancestor=0.0000 | lr=1.64e-04 | t=36.5s +step=252800 | total=1.7165 | leaf=1.7165 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=252900 | total=1.7067 | leaf=1.7067 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=253000 | total=1.6593 | leaf=1.6593 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=253100 | total=1.7445 | leaf=1.7445 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=253200 | total=1.7534 | leaf=1.7534 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=253300 | total=1.6591 | leaf=1.6591 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=253400 | total=1.6995 | leaf=1.6995 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=253500 | total=1.6490 | leaf=1.6490 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=253600 | total=1.6593 | leaf=1.6593 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=253700 | total=1.6647 | leaf=1.6647 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=253800 | total=1.7563 | leaf=1.7563 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=253900 | total=1.6588 | leaf=1.6588 | ancestor=0.0000 | lr=1.63e-04 | t=36.5s +step=254000 | total=1.6213 | leaf=1.6213 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s +step=254100 | total=1.7146 | leaf=1.7146 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s +step=254200 | total=1.6898 | leaf=1.6898 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s +step=254300 | total=1.7175 | leaf=1.7175 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s +step=254400 | total=1.7648 | leaf=1.7648 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s +step=254500 | total=1.6725 | leaf=1.6725 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s +step=254600 | total=1.7009 | leaf=1.7009 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s +step=254700 | total=1.7385 | leaf=1.7385 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s +step=254800 | total=1.7079 | leaf=1.7079 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s +step=254900 | total=1.7473 | leaf=1.7473 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s +step=255000 | total=1.6922 | leaf=1.6922 | ancestor=0.0000 | lr=1.62e-04 | t=36.5s + VAL | loss_leaf=1.7220 | loss_ancestor=0.0000 | loss_total=1.7220 +step=255100 | total=1.6786 | leaf=1.6786 | ancestor=0.0000 | lr=1.62e-04 | t=42.7s +step=255200 | total=1.7184 | leaf=1.7184 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=255300 | total=1.6728 | leaf=1.6728 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=255400 | total=1.7202 | leaf=1.7202 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=255500 | total=1.7657 | leaf=1.7657 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=255600 | total=1.7285 | leaf=1.7285 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=255700 | total=1.7746 | leaf=1.7746 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=255800 | total=1.6108 | leaf=1.6108 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=255900 | total=1.6646 | leaf=1.6646 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=256000 | total=1.6924 | leaf=1.6924 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=256100 | total=1.7072 | leaf=1.7072 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=256200 | total=1.7164 | leaf=1.7164 | ancestor=0.0000 | lr=1.61e-04 | t=36.5s +step=256300 | total=1.7736 | leaf=1.7736 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=256400 | total=1.7130 | leaf=1.7130 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=256500 | total=1.7210 | leaf=1.7210 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=256600 | total=1.6964 | leaf=1.6964 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=256700 | total=1.7392 | leaf=1.7392 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=256800 | total=1.7129 | leaf=1.7129 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=256900 | total=1.7494 | leaf=1.7494 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=257000 | total=1.7179 | leaf=1.7179 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=257100 | total=1.7047 | leaf=1.7047 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=257200 | total=1.7526 | leaf=1.7526 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=257300 | total=1.7463 | leaf=1.7463 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s +step=257400 | total=1.7240 | leaf=1.7240 | ancestor=0.0000 | lr=1.60e-04 | t=36.5s 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t=36.5s +step=258700 | total=1.7922 | leaf=1.7922 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=258800 | total=1.6621 | leaf=1.6621 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=258900 | total=1.7448 | leaf=1.7448 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=259000 | total=1.7290 | leaf=1.7290 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=259100 | total=1.6588 | leaf=1.6588 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=259200 | total=1.7308 | leaf=1.7308 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=259300 | total=1.7397 | leaf=1.7397 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=259400 | total=1.8068 | leaf=1.8068 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=259500 | total=1.7504 | leaf=1.7504 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=259600 | total=1.6883 | leaf=1.6883 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=259700 | total=1.7219 | leaf=1.7219 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=259800 | total=1.6841 | leaf=1.6841 | ancestor=0.0000 | lr=1.58e-04 | t=36.5s +step=259900 | total=1.6874 | leaf=1.6874 | ancestor=0.0000 | lr=1.57e-04 | t=36.5s +step=260000 | total=1.7154 | leaf=1.7154 | ancestor=0.0000 | lr=1.57e-04 | t=36.5s + VAL | loss_leaf=1.7123 | loss_ancestor=0.0000 | loss_total=1.7123 + Saved checkpoint: outputs/sad_block_ar/ckpt_260000.pt +step=260100 | total=1.7984 | leaf=1.7984 | ancestor=0.0000 | lr=1.57e-04 | t=49.3s +step=260200 | total=1.6295 | leaf=1.6295 | ancestor=0.0000 | lr=1.57e-04 | t=36.5s +step=260300 | total=1.8317 | leaf=1.8317 | ancestor=0.0000 | lr=1.57e-04 | t=36.5s +step=260400 | total=1.6935 | leaf=1.6935 | ancestor=0.0000 | lr=1.57e-04 | t=36.5s +step=260500 | total=1.6810 | leaf=1.6810 | ancestor=0.0000 | lr=1.57e-04 | t=36.5s +step=260600 | total=1.7178 | leaf=1.7178 | ancestor=0.0000 | lr=1.57e-04 | t=36.5s +step=260700 | total=1.7078 | leaf=1.7078 | ancestor=0.0000 | lr=1.57e-04 | t=36.5s +step=260800 | total=1.6939 | leaf=1.6939 | ancestor=0.0000 | lr=1.57e-04 | t=36.5s +step=260900 | total=1.6953 | leaf=1.6953 | ancestor=0.0000 | lr=1.57e-04 | t=36.5s +step=261000 | total=1.7184 | leaf=1.7184 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=261100 | total=1.7292 | leaf=1.7292 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=261200 | total=1.6778 | leaf=1.6778 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=261300 | total=1.6687 | leaf=1.6687 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=261400 | total=1.7347 | leaf=1.7347 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=261500 | total=1.6934 | leaf=1.6934 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=261600 | total=1.7500 | leaf=1.7500 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=261700 | total=1.7235 | leaf=1.7235 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=261800 | total=1.6968 | leaf=1.6968 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=261900 | total=1.6470 | leaf=1.6470 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=262000 | total=1.7345 | leaf=1.7345 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=262100 | total=1.6904 | leaf=1.6904 | ancestor=0.0000 | lr=1.56e-04 | t=36.5s +step=262200 | total=1.7436 | leaf=1.7436 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=262300 | total=1.7104 | leaf=1.7104 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=262400 | total=1.7844 | leaf=1.7844 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=262500 | total=1.6806 | leaf=1.6806 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=262600 | total=1.7086 | leaf=1.7086 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=262700 | total=1.6673 | leaf=1.6673 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=262800 | total=1.7310 | leaf=1.7310 | ancestor=0.0000 | lr=1.55e-04 | t=36.6s +step=262900 | total=1.7275 | leaf=1.7275 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=263000 | total=1.6681 | leaf=1.6681 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=263100 | total=1.7249 | leaf=1.7249 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=263200 | total=1.6851 | leaf=1.6851 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=263300 | total=1.7069 | leaf=1.7069 | ancestor=0.0000 | lr=1.55e-04 | t=36.5s +step=263400 | total=1.6828 | leaf=1.6828 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=263500 | total=1.7881 | leaf=1.7881 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=263600 | total=1.6643 | leaf=1.6643 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=263700 | total=1.6638 | leaf=1.6638 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=263800 | total=1.7311 | leaf=1.7311 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=263900 | total=1.7067 | leaf=1.7067 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=264000 | total=1.7262 | leaf=1.7262 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=264100 | total=1.7000 | leaf=1.7000 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=264200 | total=1.6570 | leaf=1.6570 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=264300 | total=1.7354 | leaf=1.7354 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=264400 | total=1.7490 | leaf=1.7490 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=264500 | total=1.7250 | leaf=1.7250 | ancestor=0.0000 | lr=1.54e-04 | t=36.5s +step=264600 | total=1.6750 | leaf=1.6750 | ancestor=0.0000 | lr=1.53e-04 | t=36.5s +step=264700 | total=1.6749 | leaf=1.6749 | ancestor=0.0000 | lr=1.53e-04 | t=36.5s +step=264800 | total=1.7354 | leaf=1.7354 | ancestor=0.0000 | lr=1.53e-04 | t=36.5s +step=264900 | total=1.7365 | leaf=1.7365 | ancestor=0.0000 | lr=1.53e-04 | t=36.5s +step=265000 | total=1.7737 | leaf=1.7737 | ancestor=0.0000 | lr=1.53e-04 | t=36.5s + VAL | loss_leaf=1.7231 | loss_ancestor=0.0000 | loss_total=1.7231 +step=265100 | total=1.7141 | leaf=1.7141 | ancestor=0.0000 | lr=1.53e-04 | t=42.7s +step=265200 | total=1.6982 | leaf=1.6982 | ancestor=0.0000 | lr=1.53e-04 | t=36.5s +step=265300 | total=1.7154 | leaf=1.7154 | ancestor=0.0000 | lr=1.53e-04 | t=36.5s +step=265400 | total=1.7084 | leaf=1.7084 | ancestor=0.0000 | lr=1.53e-04 | t=36.5s +step=265500 | total=1.6828 | leaf=1.6828 | ancestor=0.0000 | lr=1.53e-04 | t=36.5s +step=265600 | total=1.6919 | leaf=1.6919 | ancestor=0.0000 | lr=1.53e-04 | t=36.5s +step=265700 | total=1.7522 | leaf=1.7522 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=265800 | total=1.6731 | leaf=1.6731 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=265900 | total=1.6760 | leaf=1.6760 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=266000 | total=1.7085 | leaf=1.7085 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=266100 | total=1.7462 | leaf=1.7462 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=266200 | total=1.7798 | leaf=1.7798 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=266300 | total=1.6960 | leaf=1.6960 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=266400 | total=1.7613 | leaf=1.7613 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=266500 | total=1.7322 | leaf=1.7322 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=266600 | total=1.7919 | leaf=1.7919 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=266700 | total=1.7369 | leaf=1.7369 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=266800 | total=1.7118 | leaf=1.7118 | ancestor=0.0000 | lr=1.52e-04 | t=36.5s +step=266900 | total=1.7029 | leaf=1.7029 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=267000 | total=1.7584 | leaf=1.7584 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=267100 | total=1.7049 | leaf=1.7049 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=267200 | total=1.8075 | leaf=1.8075 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=267300 | total=1.7320 | leaf=1.7320 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=267400 | total=1.6876 | leaf=1.6876 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=267500 | total=1.7134 | leaf=1.7134 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=267600 | total=1.7244 | leaf=1.7244 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=267700 | total=1.7036 | leaf=1.7036 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=267800 | total=1.6779 | leaf=1.6779 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=267900 | total=1.7557 | leaf=1.7557 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=268000 | total=1.7211 | leaf=1.7211 | ancestor=0.0000 | lr=1.51e-04 | t=36.5s +step=268100 | total=1.7584 | leaf=1.7584 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=268200 | total=1.7114 | leaf=1.7114 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=268300 | total=1.7268 | leaf=1.7268 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=268400 | total=1.6785 | leaf=1.6785 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=268500 | total=1.6587 | leaf=1.6587 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=268600 | total=1.7254 | leaf=1.7254 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=268700 | total=1.6893 | leaf=1.6893 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=268800 | total=1.7283 | leaf=1.7283 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=268900 | total=1.6750 | leaf=1.6750 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=269000 | total=1.8022 | leaf=1.8022 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=269100 | total=1.7053 | leaf=1.7053 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=269200 | total=1.7718 | leaf=1.7718 | ancestor=0.0000 | lr=1.50e-04 | t=36.5s +step=269300 | total=1.7242 | leaf=1.7242 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s +step=269400 | total=1.7144 | leaf=1.7144 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s +step=269500 | total=1.7371 | leaf=1.7371 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s +step=269600 | total=1.6636 | leaf=1.6636 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s +step=269700 | total=1.7353 | leaf=1.7353 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s +step=269800 | total=1.7125 | leaf=1.7125 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s +step=269900 | total=1.6954 | leaf=1.6954 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s +step=270000 | total=1.6590 | leaf=1.6590 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s + VAL | loss_leaf=1.7213 | loss_ancestor=0.0000 | loss_total=1.7213 + Saved checkpoint: outputs/sad_block_ar/ckpt_270000.pt +step=270100 | total=1.7928 | leaf=1.7928 | ancestor=0.0000 | lr=1.49e-04 | t=49.4s +step=270200 | total=1.8035 | leaf=1.8035 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s +step=270300 | total=1.7026 | leaf=1.7026 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s +step=270400 | total=1.7147 | leaf=1.7147 | ancestor=0.0000 | lr=1.49e-04 | t=36.5s +step=270500 | total=1.7241 | leaf=1.7241 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=270600 | total=1.7610 | leaf=1.7610 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=270700 | total=1.6896 | leaf=1.6896 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=270800 | total=1.6665 | leaf=1.6665 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=270900 | total=1.6789 | leaf=1.6789 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=271000 | total=1.6717 | leaf=1.6717 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=271100 | total=1.6893 | leaf=1.6893 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=271200 | total=1.6873 | leaf=1.6873 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=271300 | total=1.7481 | leaf=1.7481 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=271400 | total=1.7254 | leaf=1.7254 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=271500 | total=1.7231 | leaf=1.7231 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=271600 | total=1.6907 | leaf=1.6907 | ancestor=0.0000 | lr=1.48e-04 | t=36.5s +step=271700 | total=1.7822 | leaf=1.7822 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=271800 | total=1.6034 | leaf=1.6034 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=271900 | total=1.7486 | leaf=1.7486 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=272000 | total=1.7318 | leaf=1.7318 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=272100 | total=1.7434 | leaf=1.7434 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=272200 | total=1.6762 | leaf=1.6762 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=272300 | total=1.7544 | leaf=1.7544 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=272400 | total=1.6260 | leaf=1.6260 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=272500 | total=1.7374 | leaf=1.7374 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=272600 | total=1.7085 | leaf=1.7085 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=272700 | total=1.8311 | leaf=1.8311 | ancestor=0.0000 | lr=1.47e-04 | t=36.5s +step=272800 | total=1.7089 | leaf=1.7089 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=272900 | total=1.7375 | leaf=1.7375 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=273000 | total=1.7285 | leaf=1.7285 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=273100 | total=1.7777 | leaf=1.7777 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=273200 | total=1.7151 | leaf=1.7151 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=273300 | total=1.6746 | leaf=1.6746 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=273400 | total=1.7092 | leaf=1.7092 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=273500 | total=1.6986 | leaf=1.6986 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=273600 | total=1.7319 | leaf=1.7319 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=273700 | total=1.6970 | leaf=1.6970 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=273800 | total=1.6624 | leaf=1.6624 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=273900 | total=1.6695 | leaf=1.6695 | ancestor=0.0000 | lr=1.46e-04 | t=36.5s +step=274000 | total=1.7080 | leaf=1.7080 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s +step=274100 | total=1.6783 | leaf=1.6783 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s +step=274200 | total=1.7269 | leaf=1.7269 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s +step=274300 | total=1.6815 | leaf=1.6815 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s +step=274400 | total=1.7067 | leaf=1.7067 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s +step=274500 | total=1.7094 | leaf=1.7094 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s +step=274600 | total=1.6817 | leaf=1.6817 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s +step=274700 | total=1.7001 | leaf=1.7001 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s +step=274800 | total=1.6860 | leaf=1.6860 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s +step=274900 | total=1.7523 | leaf=1.7523 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s +step=275000 | total=1.7085 | leaf=1.7085 | ancestor=0.0000 | lr=1.45e-04 | t=36.5s + VAL | loss_leaf=1.7123 | loss_ancestor=0.0000 | loss_total=1.7123 +step=275100 | total=1.7813 | leaf=1.7813 | ancestor=0.0000 | lr=1.45e-04 | t=42.6s +step=275200 | total=1.7757 | leaf=1.7757 | ancestor=0.0000 | lr=1.44e-04 | t=36.5s +step=275300 | total=1.7178 | leaf=1.7178 | ancestor=0.0000 | lr=1.44e-04 | t=36.5s +step=275400 | total=1.7326 | leaf=1.7326 | ancestor=0.0000 | lr=1.44e-04 | t=36.5s +step=275500 | total=1.7072 | leaf=1.7072 | ancestor=0.0000 | lr=1.44e-04 | t=36.5s +step=275600 | total=1.6829 | leaf=1.6829 | ancestor=0.0000 | lr=1.44e-04 | t=36.5s +step=275700 | total=1.7637 | leaf=1.7637 | ancestor=0.0000 | lr=1.44e-04 | t=36.5s +step=275800 | total=1.6769 | leaf=1.6769 | ancestor=0.0000 | lr=1.44e-04 | t=36.5s +step=275900 | total=1.7765 | leaf=1.7765 | ancestor=0.0000 | lr=1.44e-04 | t=36.5s 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t=36.5s +step=277200 | total=1.6781 | leaf=1.6781 | ancestor=0.0000 | lr=1.43e-04 | t=36.5s +step=277300 | total=1.6583 | leaf=1.6583 | ancestor=0.0000 | lr=1.43e-04 | t=36.5s +step=277400 | total=1.6702 | leaf=1.6702 | ancestor=0.0000 | lr=1.43e-04 | t=36.5s +step=277500 | total=1.7107 | leaf=1.7107 | ancestor=0.0000 | lr=1.43e-04 | t=36.5s +step=277600 | total=1.7173 | leaf=1.7173 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=277700 | total=1.6871 | leaf=1.6871 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=277800 | total=1.7567 | leaf=1.7567 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=277900 | total=1.6826 | leaf=1.6826 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=278000 | total=1.7425 | leaf=1.7425 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=278100 | total=1.6793 | leaf=1.6793 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=278200 | total=1.7392 | leaf=1.7392 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=278300 | total=1.6840 | leaf=1.6840 | ancestor=0.0000 | lr=1.42e-04 | t=36.6s +step=278400 | total=1.6857 | leaf=1.6857 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=278500 | total=1.6733 | leaf=1.6733 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=278600 | total=1.6857 | leaf=1.6857 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=278700 | total=1.6579 | leaf=1.6579 | ancestor=0.0000 | lr=1.42e-04 | t=36.5s +step=278800 | total=1.7554 | leaf=1.7554 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=278900 | total=1.7168 | leaf=1.7168 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=279000 | total=1.7328 | leaf=1.7328 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=279100 | total=1.6802 | leaf=1.6802 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=279200 | total=1.6760 | leaf=1.6760 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=279300 | total=1.7097 | leaf=1.7097 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=279400 | total=1.7069 | leaf=1.7069 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=279500 | total=1.7737 | leaf=1.7737 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=279600 | total=1.6702 | leaf=1.6702 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=279700 | total=1.7605 | leaf=1.7605 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=279800 | total=1.7000 | leaf=1.7000 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=279900 | total=1.6235 | leaf=1.6235 | ancestor=0.0000 | lr=1.41e-04 | t=36.5s +step=280000 | total=1.7136 | leaf=1.7136 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s + VAL | loss_leaf=1.7110 | loss_ancestor=0.0000 | loss_total=1.7110 + Saved checkpoint: outputs/sad_block_ar/ckpt_280000.pt +step=280100 | total=1.7404 | leaf=1.7404 | ancestor=0.0000 | lr=1.40e-04 | t=49.6s +step=280200 | total=1.6987 | leaf=1.6987 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s +step=280300 | total=1.6623 | leaf=1.6623 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s +step=280400 | total=1.7508 | leaf=1.7508 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s +step=280500 | total=1.7416 | leaf=1.7416 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s +step=280600 | total=1.7272 | leaf=1.7272 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s +step=280700 | total=1.6873 | leaf=1.6873 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s +step=280800 | total=1.6608 | leaf=1.6608 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s +step=280900 | total=1.7035 | leaf=1.7035 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s +step=281000 | total=1.6497 | leaf=1.6497 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s +step=281100 | total=1.7658 | leaf=1.7658 | ancestor=0.0000 | lr=1.40e-04 | t=36.5s +step=281200 | total=1.6632 | leaf=1.6632 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=281300 | total=1.6962 | leaf=1.6962 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=281400 | total=1.7275 | leaf=1.7275 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=281500 | total=1.6750 | leaf=1.6750 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=281600 | total=1.6725 | leaf=1.6725 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=281700 | total=1.7146 | leaf=1.7146 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=281800 | total=1.6639 | leaf=1.6639 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=281900 | total=1.7659 | leaf=1.7659 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=282000 | total=1.6694 | leaf=1.6694 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=282100 | total=1.6416 | leaf=1.6416 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=282200 | total=1.7262 | leaf=1.7262 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=282300 | total=1.7144 | leaf=1.7144 | ancestor=0.0000 | lr=1.39e-04 | t=36.5s +step=282400 | total=1.7588 | leaf=1.7588 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=282500 | total=1.6888 | leaf=1.6888 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=282600 | total=1.7629 | leaf=1.7629 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=282700 | total=1.6838 | leaf=1.6838 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=282800 | total=1.7212 | leaf=1.7212 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=282900 | total=1.7043 | leaf=1.7043 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=283000 | total=1.6403 | leaf=1.6403 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=283100 | total=1.7686 | leaf=1.7686 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=283200 | total=1.7309 | leaf=1.7309 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=283300 | total=1.7131 | leaf=1.7131 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=283400 | total=1.6951 | leaf=1.6951 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=283500 | total=1.7092 | leaf=1.7092 | ancestor=0.0000 | lr=1.38e-04 | t=36.5s +step=283600 | total=1.6925 | leaf=1.6925 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=283700 | total=1.7066 | leaf=1.7066 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=283800 | total=1.6716 | leaf=1.6716 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=283900 | total=1.7282 | leaf=1.7282 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=284000 | total=1.6906 | leaf=1.6906 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=284100 | total=1.7870 | leaf=1.7870 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=284200 | total=1.6907 | leaf=1.6907 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=284300 | total=1.6554 | leaf=1.6554 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=284400 | total=1.7653 | leaf=1.7653 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=284500 | total=1.6945 | leaf=1.6945 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=284600 | total=1.7291 | leaf=1.7291 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=284700 | total=1.7275 | leaf=1.7275 | ancestor=0.0000 | lr=1.37e-04 | t=36.5s +step=284800 | total=1.6950 | leaf=1.6950 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s +step=284900 | total=1.6914 | leaf=1.6914 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s +step=285000 | total=1.7332 | leaf=1.7332 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s + VAL | loss_leaf=1.7134 | loss_ancestor=0.0000 | loss_total=1.7134 +step=285100 | total=1.8100 | leaf=1.8100 | ancestor=0.0000 | lr=1.36e-04 | t=42.6s +step=285200 | total=1.6245 | leaf=1.6245 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s +step=285300 | total=1.6372 | leaf=1.6372 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s +step=285400 | total=1.7093 | leaf=1.7093 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s +step=285500 | total=1.7296 | leaf=1.7296 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s +step=285600 | total=1.6190 | leaf=1.6190 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s +step=285700 | total=1.7895 | leaf=1.7895 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s +step=285800 | total=1.6291 | leaf=1.6291 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s +step=285900 | total=1.6955 | leaf=1.6955 | ancestor=0.0000 | lr=1.36e-04 | t=36.5s +step=286000 | total=1.7056 | leaf=1.7056 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=286100 | total=1.7338 | leaf=1.7338 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=286200 | total=1.7079 | leaf=1.7079 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=286300 | total=1.7319 | leaf=1.7319 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=286400 | total=1.7193 | leaf=1.7193 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=286500 | total=1.6844 | leaf=1.6844 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=286600 | total=1.6510 | leaf=1.6510 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=286700 | total=1.8189 | leaf=1.8189 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=286800 | total=1.7423 | leaf=1.7423 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=286900 | total=1.7303 | leaf=1.7303 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=287000 | total=1.7103 | leaf=1.7103 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=287100 | total=1.6619 | leaf=1.6619 | ancestor=0.0000 | lr=1.35e-04 | t=36.5s +step=287200 | total=1.6691 | leaf=1.6691 | ancestor=0.0000 | lr=1.34e-04 | t=36.5s +step=287300 | total=1.6976 | leaf=1.6976 | ancestor=0.0000 | lr=1.34e-04 | t=36.5s +step=287400 | total=1.6578 | leaf=1.6578 | ancestor=0.0000 | lr=1.34e-04 | t=36.5s +step=287500 | total=1.6999 | leaf=1.6999 | ancestor=0.0000 | lr=1.34e-04 | t=36.5s 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t=36.5s +step=288800 | total=1.7208 | leaf=1.7208 | ancestor=0.0000 | lr=1.33e-04 | t=36.5s +step=288900 | total=1.7977 | leaf=1.7977 | ancestor=0.0000 | lr=1.33e-04 | t=36.5s +step=289000 | total=1.6889 | leaf=1.6889 | ancestor=0.0000 | lr=1.33e-04 | t=36.5s +step=289100 | total=1.6893 | leaf=1.6893 | ancestor=0.0000 | lr=1.33e-04 | t=36.5s +step=289200 | total=1.7875 | leaf=1.7875 | ancestor=0.0000 | lr=1.33e-04 | t=36.5s +step=289300 | total=1.6786 | leaf=1.6786 | ancestor=0.0000 | lr=1.33e-04 | t=36.5s +step=289400 | total=1.7310 | leaf=1.7310 | ancestor=0.0000 | lr=1.33e-04 | t=36.5s +step=289500 | total=1.6911 | leaf=1.6911 | ancestor=0.0000 | lr=1.33e-04 | t=36.5s +step=289600 | total=1.6823 | leaf=1.6823 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s +step=289700 | total=1.7119 | leaf=1.7119 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s +step=289800 | total=1.6884 | leaf=1.6884 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s +step=289900 | total=1.7226 | leaf=1.7226 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s +step=290000 | total=1.6990 | leaf=1.6990 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s + VAL | loss_leaf=1.7088 | loss_ancestor=0.0000 | loss_total=1.7088 + Saved checkpoint: outputs/sad_block_ar/ckpt_290000.pt +step=290100 | total=1.6523 | leaf=1.6523 | ancestor=0.0000 | lr=1.32e-04 | t=49.4s +step=290200 | total=1.7098 | leaf=1.7098 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s +step=290300 | total=1.7251 | leaf=1.7251 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s +step=290400 | total=1.6535 | leaf=1.6535 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s +step=290500 | total=1.6640 | leaf=1.6640 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s +step=290600 | total=1.6838 | leaf=1.6838 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s +step=290700 | total=1.6725 | leaf=1.6725 | ancestor=0.0000 | lr=1.32e-04 | t=36.5s +step=290800 | total=1.6201 | leaf=1.6201 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=290900 | total=1.7108 | leaf=1.7108 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=291000 | total=1.6488 | leaf=1.6488 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=291100 | total=1.7301 | leaf=1.7301 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=291200 | total=1.6661 | leaf=1.6661 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=291300 | total=1.7449 | leaf=1.7449 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=291400 | total=1.6563 | leaf=1.6563 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=291500 | total=1.6893 | leaf=1.6893 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=291600 | total=1.7654 | leaf=1.7654 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=291700 | total=1.7037 | leaf=1.7037 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=291800 | total=1.6632 | leaf=1.6632 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=291900 | total=1.7022 | leaf=1.7022 | ancestor=0.0000 | lr=1.31e-04 | t=36.5s +step=292000 | total=1.7160 | leaf=1.7160 | ancestor=0.0000 | lr=1.30e-04 | t=36.5s +step=292100 | total=1.6956 | leaf=1.6956 | ancestor=0.0000 | lr=1.30e-04 | t=36.5s 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t=36.5s +step=293400 | total=1.7116 | leaf=1.7116 | ancestor=0.0000 | lr=1.29e-04 | t=36.5s +step=293500 | total=1.7354 | leaf=1.7354 | ancestor=0.0000 | lr=1.29e-04 | t=36.5s +step=293600 | total=1.6429 | leaf=1.6429 | ancestor=0.0000 | lr=1.29e-04 | t=36.5s +step=293700 | total=1.7532 | leaf=1.7532 | ancestor=0.0000 | lr=1.29e-04 | t=36.6s +step=293800 | total=1.7496 | leaf=1.7496 | ancestor=0.0000 | lr=1.29e-04 | t=36.5s +step=293900 | total=1.7691 | leaf=1.7691 | ancestor=0.0000 | lr=1.29e-04 | t=36.5s +step=294000 | total=1.6100 | leaf=1.6100 | ancestor=0.0000 | lr=1.29e-04 | t=36.5s +step=294100 | total=1.7456 | leaf=1.7456 | ancestor=0.0000 | lr=1.29e-04 | t=36.5s +step=294200 | total=1.7971 | leaf=1.7971 | ancestor=0.0000 | lr=1.29e-04 | t=36.5s +step=294300 | total=1.7738 | leaf=1.7738 | ancestor=0.0000 | lr=1.29e-04 | t=36.5s +step=294400 | total=1.6854 | leaf=1.6854 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=294500 | total=1.6634 | leaf=1.6634 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=294600 | total=1.7003 | leaf=1.7003 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=294700 | total=1.6963 | leaf=1.6963 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=294800 | total=1.6317 | leaf=1.6317 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=294900 | total=1.7238 | leaf=1.7238 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=295000 | total=1.7556 | leaf=1.7556 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s + VAL | loss_leaf=1.7118 | loss_ancestor=0.0000 | loss_total=1.7118 +step=295100 | total=1.7153 | leaf=1.7153 | ancestor=0.0000 | lr=1.28e-04 | t=42.6s +step=295200 | total=1.6746 | leaf=1.6746 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=295300 | total=1.7829 | leaf=1.7829 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=295400 | total=1.6905 | leaf=1.6905 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=295500 | total=1.7214 | leaf=1.7214 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=295600 | total=1.6669 | leaf=1.6669 | ancestor=0.0000 | lr=1.28e-04 | t=36.5s +step=295700 | total=1.7321 | leaf=1.7321 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=295800 | total=1.7248 | leaf=1.7248 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=295900 | total=1.7225 | leaf=1.7225 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=296000 | total=1.7469 | leaf=1.7469 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=296100 | total=1.7602 | leaf=1.7602 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=296200 | total=1.6930 | leaf=1.6930 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=296300 | total=1.7358 | leaf=1.7358 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=296400 | total=1.6968 | leaf=1.6968 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=296500 | total=1.7018 | leaf=1.7018 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=296600 | total=1.7608 | leaf=1.7608 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=296700 | total=1.6603 | leaf=1.6603 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=296800 | total=1.7708 | leaf=1.7708 | ancestor=0.0000 | lr=1.27e-04 | t=36.5s +step=296900 | total=1.6719 | leaf=1.6719 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=297000 | total=1.7230 | leaf=1.7230 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=297100 | total=1.6939 | leaf=1.6939 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=297200 | total=1.7716 | leaf=1.7716 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=297300 | total=1.6557 | leaf=1.6557 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=297400 | total=1.7378 | leaf=1.7378 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=297500 | total=1.6671 | leaf=1.6671 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=297600 | total=1.7500 | leaf=1.7500 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=297700 | total=1.7337 | leaf=1.7337 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=297800 | total=1.7506 | leaf=1.7506 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=297900 | total=1.7336 | leaf=1.7336 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=298000 | total=1.7362 | leaf=1.7362 | ancestor=0.0000 | lr=1.26e-04 | t=36.5s +step=298100 | total=1.6806 | leaf=1.6806 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=298200 | total=1.7824 | leaf=1.7824 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=298300 | total=1.7347 | leaf=1.7347 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=298400 | total=1.7138 | leaf=1.7138 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=298500 | total=1.6176 | leaf=1.6176 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=298600 | total=1.6691 | leaf=1.6691 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=298700 | total=1.6840 | leaf=1.6840 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=298800 | total=1.7229 | leaf=1.7229 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=298900 | total=1.6569 | leaf=1.6569 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=299000 | total=1.6639 | leaf=1.6639 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=299100 | total=1.6683 | leaf=1.6683 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=299200 | total=1.7233 | leaf=1.7233 | ancestor=0.0000 | lr=1.25e-04 | t=36.5s +step=299300 | total=1.6835 | leaf=1.6835 | ancestor=0.0000 | lr=1.24e-04 | t=36.5s +step=299400 | total=1.7210 | leaf=1.7210 | ancestor=0.0000 | lr=1.24e-04 | t=36.5s +step=299500 | total=1.7124 | leaf=1.7124 | ancestor=0.0000 | lr=1.24e-04 | t=36.5s +step=299600 | total=1.7724 | leaf=1.7724 | ancestor=0.0000 | lr=1.24e-04 | t=36.5s +step=299700 | total=1.7108 | leaf=1.7108 | ancestor=0.0000 | lr=1.24e-04 | t=36.5s +step=299800 | total=1.6620 | leaf=1.6620 | ancestor=0.0000 | lr=1.24e-04 | t=36.5s +step=299900 | total=1.7050 | leaf=1.7050 | ancestor=0.0000 | lr=1.24e-04 | t=36.5s +step=300000 | total=1.8206 | leaf=1.8206 | ancestor=0.0000 | lr=1.24e-04 | t=36.5s + VAL | loss_leaf=1.7108 | loss_ancestor=0.0000 | loss_total=1.7108 + Saved checkpoint: outputs/sad_block_ar/ckpt_300000.pt +step=300100 | total=1.6802 | leaf=1.6802 | ancestor=0.0000 | lr=1.24e-04 | t=49.3s +step=300200 | total=1.7812 | leaf=1.7812 | 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t=36.5s +step=305000 | total=1.7354 | leaf=1.7354 | ancestor=0.0000 | lr=1.20e-04 | t=36.5s + VAL | loss_leaf=1.7093 | loss_ancestor=0.0000 | loss_total=1.7093 +step=305100 | total=1.6875 | leaf=1.6875 | ancestor=0.0000 | lr=1.20e-04 | t=42.6s +step=305200 | total=1.6529 | leaf=1.6529 | ancestor=0.0000 | lr=1.20e-04 | t=36.5s +step=305300 | total=1.7082 | leaf=1.7082 | ancestor=0.0000 | lr=1.20e-04 | t=36.5s +step=305400 | total=1.7143 | leaf=1.7143 | ancestor=0.0000 | lr=1.20e-04 | t=36.5s +step=305500 | total=1.7236 | leaf=1.7236 | ancestor=0.0000 | lr=1.19e-04 | t=36.5s +step=305600 | total=1.7234 | leaf=1.7234 | ancestor=0.0000 | lr=1.19e-04 | t=36.5s +step=305700 | total=1.7008 | leaf=1.7008 | ancestor=0.0000 | lr=1.19e-04 | t=36.5s +step=305800 | total=1.8055 | leaf=1.8055 | ancestor=0.0000 | lr=1.19e-04 | t=36.5s +step=305900 | total=1.6742 | leaf=1.6742 | ancestor=0.0000 | lr=1.19e-04 | t=36.5s +step=306000 | total=1.7186 | leaf=1.7186 | ancestor=0.0000 | lr=1.19e-04 | t=36.5s 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ancestor=0.0000 | lr=1.16e-04 | t=36.5s +step=309700 | total=1.6230 | leaf=1.6230 | ancestor=0.0000 | lr=1.16e-04 | t=36.5s +step=309800 | total=1.7242 | leaf=1.7242 | ancestor=0.0000 | lr=1.16e-04 | t=36.5s +step=309900 | total=1.6839 | leaf=1.6839 | ancestor=0.0000 | lr=1.16e-04 | t=36.5s +step=310000 | total=1.7217 | leaf=1.7217 | ancestor=0.0000 | lr=1.16e-04 | t=36.5s + VAL | loss_leaf=1.7076 | loss_ancestor=0.0000 | loss_total=1.7076 + Saved checkpoint: outputs/sad_block_ar/ckpt_310000.pt +step=310100 | total=1.7161 | leaf=1.7161 | ancestor=0.0000 | lr=1.16e-04 | t=49.5s +step=310200 | total=1.7043 | leaf=1.7043 | ancestor=0.0000 | lr=1.16e-04 | t=36.5s +step=310300 | total=1.6623 | leaf=1.6623 | ancestor=0.0000 | lr=1.16e-04 | t=36.5s +step=310400 | total=1.7133 | leaf=1.7133 | ancestor=0.0000 | lr=1.16e-04 | t=36.5s +step=310500 | total=1.6995 | leaf=1.6995 | ancestor=0.0000 | lr=1.16e-04 | t=36.5s +step=310600 | total=1.6881 | leaf=1.6881 | ancestor=0.0000 | lr=1.15e-04 | 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leaf=1.6900 | ancestor=0.0000 | lr=1.13e-04 | t=36.5s +step=314300 | total=1.7780 | leaf=1.7780 | ancestor=0.0000 | lr=1.13e-04 | t=36.5s +step=314400 | total=1.6474 | leaf=1.6474 | ancestor=0.0000 | lr=1.12e-04 | t=36.5s +step=314500 | total=1.7351 | leaf=1.7351 | ancestor=0.0000 | lr=1.12e-04 | t=36.5s +step=314600 | total=1.7709 | leaf=1.7709 | ancestor=0.0000 | lr=1.12e-04 | t=36.5s +step=314700 | total=1.7440 | leaf=1.7440 | ancestor=0.0000 | lr=1.12e-04 | t=36.5s +step=314800 | total=1.6694 | leaf=1.6694 | ancestor=0.0000 | lr=1.12e-04 | t=36.5s +step=314900 | total=1.7632 | leaf=1.7632 | ancestor=0.0000 | lr=1.12e-04 | t=36.5s +step=315000 | total=1.6819 | leaf=1.6819 | ancestor=0.0000 | lr=1.12e-04 | t=36.5s + VAL | loss_leaf=1.7066 | loss_ancestor=0.0000 | loss_total=1.7066 +step=315100 | total=1.6858 | leaf=1.6858 | ancestor=0.0000 | lr=1.12e-04 | t=42.6s +step=315200 | total=1.7566 | leaf=1.7566 | ancestor=0.0000 | lr=1.12e-04 | t=36.5s +step=315300 | total=1.7345 | 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t=36.5s +step=318900 | total=1.6592 | leaf=1.6592 | ancestor=0.0000 | lr=1.09e-04 | t=36.5s +step=319000 | total=1.7082 | leaf=1.7082 | ancestor=0.0000 | lr=1.09e-04 | t=36.5s +step=319100 | total=1.7223 | leaf=1.7223 | ancestor=0.0000 | lr=1.09e-04 | t=36.5s +step=319200 | total=1.7562 | leaf=1.7562 | ancestor=0.0000 | lr=1.09e-04 | t=36.5s +step=319300 | total=1.6847 | leaf=1.6847 | ancestor=0.0000 | lr=1.09e-04 | t=36.5s +step=319400 | total=1.6705 | leaf=1.6705 | ancestor=0.0000 | lr=1.09e-04 | t=36.5s +step=319500 | total=1.7269 | leaf=1.7269 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=319600 | total=1.8069 | leaf=1.8069 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=319700 | total=1.6969 | leaf=1.6969 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=319800 | total=1.5893 | leaf=1.5893 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=319900 | total=1.7415 | leaf=1.7415 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=320000 | total=1.6515 | leaf=1.6515 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s + VAL | loss_leaf=1.7082 | loss_ancestor=0.0000 | loss_total=1.7082 + Saved checkpoint: outputs/sad_block_ar/ckpt_320000.pt +step=320100 | total=1.6838 | leaf=1.6838 | ancestor=0.0000 | lr=1.08e-04 | t=49.5s +step=320200 | total=1.7220 | leaf=1.7220 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=320300 | total=1.7101 | leaf=1.7101 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=320400 | total=1.6015 | leaf=1.6015 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=320500 | total=1.6244 | leaf=1.6244 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=320600 | total=1.6800 | leaf=1.6800 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=320700 | total=1.7561 | leaf=1.7561 | ancestor=0.0000 | lr=1.08e-04 | t=36.5s +step=320800 | total=1.7022 | leaf=1.7022 | ancestor=0.0000 | lr=1.07e-04 | t=36.5s +step=320900 | total=1.8092 | leaf=1.8092 | ancestor=0.0000 | lr=1.07e-04 | t=36.5s +step=321000 | total=1.7173 | leaf=1.7173 | ancestor=0.0000 | lr=1.07e-04 | t=36.5s +step=321100 | 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t=36.5s +step=323500 | total=1.7180 | leaf=1.7180 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=323600 | total=1.7101 | leaf=1.7101 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=323700 | total=1.7303 | leaf=1.7303 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=323800 | total=1.7277 | leaf=1.7277 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=323900 | total=1.6606 | leaf=1.6606 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=324000 | total=1.7425 | leaf=1.7425 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=324100 | total=1.7451 | leaf=1.7451 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=324200 | total=1.7407 | leaf=1.7407 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=324300 | total=1.6855 | leaf=1.6855 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=324400 | total=1.7000 | leaf=1.7000 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=324500 | total=1.6884 | leaf=1.6884 | ancestor=0.0000 | lr=1.05e-04 | t=36.5s +step=324600 | total=1.6416 | leaf=1.6416 | ancestor=0.0000 | lr=1.05e-04 | t=36.6s +step=324700 | total=1.7273 | leaf=1.7273 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=324800 | total=1.7668 | leaf=1.7668 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=324900 | total=1.6218 | leaf=1.6218 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=325000 | total=1.7685 | leaf=1.7685 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s + VAL | loss_leaf=1.7025 | loss_ancestor=0.0000 | loss_total=1.7025 +step=325100 | total=1.7960 | leaf=1.7960 | ancestor=0.0000 | lr=1.04e-04 | t=42.7s +step=325200 | total=1.7071 | leaf=1.7071 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=325300 | total=1.6769 | leaf=1.6769 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=325400 | total=1.6932 | leaf=1.6932 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=325500 | total=1.6726 | leaf=1.6726 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=325600 | total=1.7098 | leaf=1.7098 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=325700 | total=1.7433 | leaf=1.7433 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=325800 | total=1.6861 | leaf=1.6861 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=325900 | total=1.7116 | leaf=1.7116 | ancestor=0.0000 | lr=1.04e-04 | t=36.5s +step=326000 | total=1.7151 | leaf=1.7151 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=326100 | total=1.6662 | leaf=1.6662 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=326200 | total=1.7549 | leaf=1.7549 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=326300 | total=1.7573 | leaf=1.7573 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=326400 | total=1.6960 | leaf=1.6960 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=326500 | total=1.7421 | leaf=1.7421 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=326600 | total=1.7095 | leaf=1.7095 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=326700 | total=1.7416 | leaf=1.7416 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=326800 | total=1.7213 | leaf=1.7213 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=326900 | total=1.6531 | leaf=1.6531 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=327000 | total=1.7043 | leaf=1.7043 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=327100 | total=1.7459 | leaf=1.7459 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=327200 | total=1.6531 | leaf=1.6531 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=327300 | total=1.7191 | leaf=1.7191 | ancestor=0.0000 | lr=1.03e-04 | t=36.5s +step=327400 | total=1.6857 | leaf=1.6857 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=327500 | total=1.7132 | leaf=1.7132 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=327600 | total=1.7123 | leaf=1.7123 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=327700 | total=1.7075 | leaf=1.7075 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=327800 | total=1.6713 | leaf=1.6713 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=327900 | total=1.7305 | leaf=1.7305 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=328000 | total=1.6329 | leaf=1.6329 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=328100 | total=1.7007 | leaf=1.7007 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=328200 | total=1.6988 | leaf=1.6988 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=328300 | total=1.6881 | leaf=1.6881 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=328400 | total=1.7068 | leaf=1.7068 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=328500 | total=1.6818 | leaf=1.6818 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=328600 | total=1.7102 | leaf=1.7102 | ancestor=0.0000 | lr=1.02e-04 | t=36.5s +step=328700 | total=1.6700 | leaf=1.6700 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=328800 | total=1.6425 | leaf=1.6425 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=328900 | total=1.6883 | leaf=1.6883 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=329000 | total=1.7312 | leaf=1.7312 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=329100 | total=1.6819 | leaf=1.6819 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=329200 | total=1.6708 | leaf=1.6708 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=329300 | total=1.7418 | leaf=1.7418 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=329400 | total=1.6596 | leaf=1.6596 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=329500 | total=1.7026 | leaf=1.7026 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=329600 | total=1.6977 | leaf=1.6977 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=329700 | total=1.7050 | leaf=1.7050 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=329800 | total=1.6457 | leaf=1.6457 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=329900 | total=1.7415 | leaf=1.7415 | ancestor=0.0000 | lr=1.01e-04 | t=36.5s +step=330000 | total=1.7018 | leaf=1.7018 | ancestor=0.0000 | lr=1.00e-04 | t=36.5s + VAL | loss_leaf=1.7030 | loss_ancestor=0.0000 | loss_total=1.7030 + Saved checkpoint: outputs/sad_block_ar/ckpt_330000.pt +step=330100 | total=1.6925 | leaf=1.6925 | ancestor=0.0000 | lr=1.00e-04 | t=49.4s +step=330200 | total=1.6991 | leaf=1.6991 | ancestor=0.0000 | lr=1.00e-04 | t=36.5s +step=330300 | total=1.6917 | leaf=1.6917 | 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t=36.5s + VAL | loss_leaf=1.7005 | loss_ancestor=0.0000 | loss_total=1.7005 +step=335100 | total=1.6920 | leaf=1.6920 | ancestor=0.0000 | lr=9.67e-05 | t=42.6s +step=335200 | total=1.7156 | leaf=1.7156 | ancestor=0.0000 | lr=9.66e-05 | t=36.5s +step=335300 | total=1.7038 | leaf=1.7038 | ancestor=0.0000 | lr=9.65e-05 | t=36.5s +step=335400 | total=1.7527 | leaf=1.7527 | ancestor=0.0000 | lr=9.65e-05 | t=36.5s +step=335500 | total=1.7414 | leaf=1.7414 | ancestor=0.0000 | lr=9.64e-05 | t=36.5s +step=335600 | total=1.7382 | leaf=1.7382 | ancestor=0.0000 | lr=9.63e-05 | t=36.5s +step=335700 | total=1.7008 | leaf=1.7008 | ancestor=0.0000 | lr=9.63e-05 | t=36.5s +step=335800 | total=1.7429 | leaf=1.7429 | ancestor=0.0000 | lr=9.62e-05 | t=36.5s +step=335900 | total=1.7066 | leaf=1.7066 | ancestor=0.0000 | lr=9.61e-05 | t=36.5s +step=336000 | total=1.7488 | leaf=1.7488 | ancestor=0.0000 | lr=9.60e-05 | t=36.5s +step=336100 | total=1.7547 | leaf=1.7547 | ancestor=0.0000 | lr=9.60e-05 | t=36.5s 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t=36.5s +step=337400 | total=1.6575 | leaf=1.6575 | ancestor=0.0000 | lr=9.50e-05 | t=36.5s +step=337500 | total=1.6931 | leaf=1.6931 | ancestor=0.0000 | lr=9.49e-05 | t=36.5s +step=337600 | total=1.6895 | leaf=1.6895 | ancestor=0.0000 | lr=9.49e-05 | t=36.5s +step=337700 | total=1.7224 | leaf=1.7224 | ancestor=0.0000 | lr=9.48e-05 | t=36.5s +step=337800 | total=1.7544 | leaf=1.7544 | ancestor=0.0000 | lr=9.47e-05 | t=36.5s +step=337900 | total=1.6640 | leaf=1.6640 | ancestor=0.0000 | lr=9.46e-05 | t=36.5s +step=338000 | total=1.7173 | leaf=1.7173 | ancestor=0.0000 | lr=9.46e-05 | t=36.5s +step=338100 | total=1.7211 | leaf=1.7211 | ancestor=0.0000 | lr=9.45e-05 | t=36.5s +step=338200 | total=1.6110 | leaf=1.6110 | ancestor=0.0000 | lr=9.44e-05 | t=36.5s +step=338300 | total=1.7234 | leaf=1.7234 | ancestor=0.0000 | lr=9.44e-05 | t=36.5s +step=338400 | total=1.7045 | leaf=1.7045 | ancestor=0.0000 | lr=9.43e-05 | t=36.5s +step=338500 | total=1.6605 | leaf=1.6605 | ancestor=0.0000 | lr=9.42e-05 | t=36.5s +step=338600 | total=1.7123 | leaf=1.7123 | ancestor=0.0000 | lr=9.41e-05 | t=36.5s +step=338700 | total=1.6889 | leaf=1.6889 | ancestor=0.0000 | lr=9.41e-05 | t=36.5s +step=338800 | total=1.7413 | leaf=1.7413 | ancestor=0.0000 | lr=9.40e-05 | t=36.5s +step=338900 | total=1.7098 | leaf=1.7098 | ancestor=0.0000 | lr=9.39e-05 | t=36.5s +step=339000 | total=1.7009 | leaf=1.7009 | ancestor=0.0000 | lr=9.38e-05 | t=36.5s +step=339100 | total=1.6378 | leaf=1.6378 | ancestor=0.0000 | lr=9.38e-05 | t=36.5s +step=339200 | total=1.6746 | leaf=1.6746 | ancestor=0.0000 | lr=9.37e-05 | t=36.5s +step=339300 | total=1.6743 | leaf=1.6743 | ancestor=0.0000 | lr=9.36e-05 | t=36.5s +step=339400 | total=1.6955 | leaf=1.6955 | ancestor=0.0000 | lr=9.36e-05 | t=36.5s +step=339500 | total=1.6894 | leaf=1.6894 | ancestor=0.0000 | lr=9.35e-05 | t=36.5s +step=339600 | total=1.6984 | leaf=1.6984 | ancestor=0.0000 | lr=9.34e-05 | t=36.5s +step=339700 | total=1.6672 | leaf=1.6672 | ancestor=0.0000 | lr=9.33e-05 | t=36.5s +step=339800 | total=1.6931 | leaf=1.6931 | ancestor=0.0000 | lr=9.33e-05 | t=36.5s +step=339900 | total=1.6586 | leaf=1.6586 | ancestor=0.0000 | lr=9.32e-05 | t=36.5s +step=340000 | total=1.7530 | leaf=1.7530 | ancestor=0.0000 | lr=9.31e-05 | t=36.5s + VAL | loss_leaf=1.7047 | loss_ancestor=0.0000 | loss_total=1.7047 + Saved checkpoint: outputs/sad_block_ar/ckpt_340000.pt +step=340100 | total=1.6316 | leaf=1.6316 | ancestor=0.0000 | lr=9.31e-05 | t=49.8s +step=340200 | total=1.7456 | leaf=1.7456 | ancestor=0.0000 | lr=9.30e-05 | t=36.5s +step=340300 | total=1.6742 | leaf=1.6742 | ancestor=0.0000 | lr=9.29e-05 | t=36.5s +step=340400 | total=1.6818 | leaf=1.6818 | ancestor=0.0000 | lr=9.28e-05 | t=36.5s +step=340500 | total=1.6473 | leaf=1.6473 | ancestor=0.0000 | lr=9.28e-05 | t=36.5s +step=340600 | total=1.6719 | leaf=1.6719 | ancestor=0.0000 | lr=9.27e-05 | t=36.5s +step=340700 | total=1.7517 | leaf=1.7517 | ancestor=0.0000 | lr=9.26e-05 | t=36.5s +step=340800 | total=1.6813 | leaf=1.6813 | ancestor=0.0000 | lr=9.25e-05 | t=36.5s +step=340900 | total=1.7409 | leaf=1.7409 | ancestor=0.0000 | lr=9.25e-05 | t=36.5s +step=341000 | total=1.7085 | leaf=1.7085 | ancestor=0.0000 | lr=9.24e-05 | t=36.5s +step=341100 | total=1.7025 | leaf=1.7025 | ancestor=0.0000 | lr=9.23e-05 | t=36.5s +step=341200 | total=1.7001 | leaf=1.7001 | ancestor=0.0000 | lr=9.23e-05 | t=36.5s +step=341300 | total=1.7080 | leaf=1.7080 | ancestor=0.0000 | lr=9.22e-05 | t=36.5s +step=341400 | total=1.7427 | leaf=1.7427 | ancestor=0.0000 | lr=9.21e-05 | t=36.5s +step=341500 | total=1.6594 | leaf=1.6594 | ancestor=0.0000 | lr=9.20e-05 | t=36.5s +step=341600 | total=1.6759 | leaf=1.6759 | ancestor=0.0000 | lr=9.20e-05 | t=36.5s +step=341700 | total=1.7343 | leaf=1.7343 | ancestor=0.0000 | lr=9.19e-05 | t=36.5s +step=341800 | total=1.6771 | leaf=1.6771 | ancestor=0.0000 | lr=9.18e-05 | t=36.5s +step=341900 | total=1.6754 | leaf=1.6754 | ancestor=0.0000 | lr=9.18e-05 | t=36.5s +step=342000 | total=1.6444 | leaf=1.6444 | ancestor=0.0000 | lr=9.17e-05 | t=36.5s +step=342100 | total=1.7227 | leaf=1.7227 | ancestor=0.0000 | lr=9.16e-05 | t=36.5s +step=342200 | total=1.6554 | leaf=1.6554 | ancestor=0.0000 | lr=9.15e-05 | t=36.5s +step=342300 | total=1.6920 | leaf=1.6920 | ancestor=0.0000 | lr=9.15e-05 | t=36.5s +step=342400 | total=1.6703 | leaf=1.6703 | ancestor=0.0000 | lr=9.14e-05 | t=36.5s +step=342500 | total=1.6846 | leaf=1.6846 | ancestor=0.0000 | lr=9.13e-05 | t=36.5s +step=342600 | total=1.7604 | leaf=1.7604 | ancestor=0.0000 | lr=9.13e-05 | t=36.5s +step=342700 | total=1.6430 | leaf=1.6430 | ancestor=0.0000 | lr=9.12e-05 | t=36.5s +step=342800 | total=1.7054 | leaf=1.7054 | ancestor=0.0000 | lr=9.11e-05 | t=36.5s +step=342900 | total=1.6795 | leaf=1.6795 | ancestor=0.0000 | lr=9.10e-05 | t=36.5s +step=343000 | total=1.7349 | leaf=1.7349 | ancestor=0.0000 | lr=9.10e-05 | t=36.5s +step=343100 | total=1.6478 | leaf=1.6478 | ancestor=0.0000 | lr=9.09e-05 | t=36.5s +step=343200 | total=1.7015 | leaf=1.7015 | ancestor=0.0000 | lr=9.08e-05 | t=36.5s +step=343300 | total=1.6973 | leaf=1.6973 | ancestor=0.0000 | lr=9.08e-05 | t=36.5s +step=343400 | total=1.7236 | leaf=1.7236 | ancestor=0.0000 | lr=9.07e-05 | t=36.5s +step=343500 | total=1.6310 | leaf=1.6310 | ancestor=0.0000 | lr=9.06e-05 | t=36.5s +step=343600 | total=1.7066 | leaf=1.7066 | ancestor=0.0000 | lr=9.05e-05 | t=36.5s +step=343700 | total=1.6182 | leaf=1.6182 | ancestor=0.0000 | lr=9.05e-05 | t=36.5s +step=343800 | total=1.6819 | leaf=1.6819 | ancestor=0.0000 | lr=9.04e-05 | t=36.5s +step=343900 | total=1.6851 | leaf=1.6851 | ancestor=0.0000 | lr=9.03e-05 | t=36.5s +step=344000 | total=1.6829 | leaf=1.6829 | ancestor=0.0000 | lr=9.03e-05 | t=36.5s +step=344100 | total=1.7045 | leaf=1.7045 | ancestor=0.0000 | lr=9.02e-05 | t=36.5s +step=344200 | total=1.6706 | leaf=1.6706 | ancestor=0.0000 | lr=9.01e-05 | t=36.5s +step=344300 | total=1.6466 | leaf=1.6466 | ancestor=0.0000 | lr=9.01e-05 | t=36.5s +step=344400 | total=1.6667 | leaf=1.6667 | ancestor=0.0000 | lr=9.00e-05 | t=36.5s +step=344500 | total=1.7270 | leaf=1.7270 | ancestor=0.0000 | lr=8.99e-05 | t=36.5s +step=344600 | total=1.6784 | leaf=1.6784 | ancestor=0.0000 | lr=8.98e-05 | t=36.5s +step=344700 | total=1.7405 | leaf=1.7405 | ancestor=0.0000 | lr=8.98e-05 | t=36.5s +step=344800 | total=1.7281 | leaf=1.7281 | ancestor=0.0000 | lr=8.97e-05 | t=36.5s +step=344900 | total=1.7064 | leaf=1.7064 | ancestor=0.0000 | lr=8.96e-05 | t=36.5s +step=345000 | total=1.7354 | leaf=1.7354 | ancestor=0.0000 | lr=8.96e-05 | t=36.5s + VAL | loss_leaf=1.6964 | loss_ancestor=0.0000 | loss_total=1.6964 +step=345100 | total=1.7468 | leaf=1.7468 | ancestor=0.0000 | lr=8.95e-05 | t=42.6s +step=345200 | total=1.6997 | leaf=1.6997 | ancestor=0.0000 | lr=8.94e-05 | t=36.5s +step=345300 | total=1.6902 | leaf=1.6902 | ancestor=0.0000 | lr=8.93e-05 | t=36.5s +step=345400 | total=1.6583 | leaf=1.6583 | ancestor=0.0000 | lr=8.93e-05 | t=36.5s +step=345500 | total=1.7752 | leaf=1.7752 | ancestor=0.0000 | lr=8.92e-05 | t=36.5s +step=345600 | total=1.7032 | leaf=1.7032 | ancestor=0.0000 | lr=8.91e-05 | t=36.5s +step=345700 | total=1.6940 | leaf=1.6940 | ancestor=0.0000 | lr=8.91e-05 | t=36.5s +step=345800 | total=1.7529 | leaf=1.7529 | ancestor=0.0000 | lr=8.90e-05 | t=36.5s +step=345900 | total=1.7195 | leaf=1.7195 | ancestor=0.0000 | lr=8.89e-05 | t=36.5s +step=346000 | total=1.6854 | leaf=1.6854 | ancestor=0.0000 | lr=8.89e-05 | t=36.5s +step=346100 | total=1.7007 | leaf=1.7007 | ancestor=0.0000 | lr=8.88e-05 | t=36.5s +step=346200 | total=1.6622 | leaf=1.6622 | ancestor=0.0000 | lr=8.87e-05 | t=36.5s +step=346300 | total=1.7258 | leaf=1.7258 | ancestor=0.0000 | lr=8.86e-05 | t=36.5s +step=346400 | total=1.7938 | leaf=1.7938 | ancestor=0.0000 | lr=8.86e-05 | t=36.5s +step=346500 | total=1.6575 | leaf=1.6575 | ancestor=0.0000 | lr=8.85e-05 | t=36.5s +step=346600 | total=1.6421 | leaf=1.6421 | ancestor=0.0000 | lr=8.84e-05 | t=36.5s +step=346700 | total=1.7444 | leaf=1.7444 | ancestor=0.0000 | lr=8.84e-05 | t=36.5s +step=346800 | total=1.6703 | leaf=1.6703 | ancestor=0.0000 | lr=8.83e-05 | t=36.5s +step=346900 | total=1.6883 | leaf=1.6883 | ancestor=0.0000 | lr=8.82e-05 | t=36.5s +step=347000 | total=1.6315 | leaf=1.6315 | ancestor=0.0000 | lr=8.81e-05 | t=36.5s +step=347100 | total=1.6418 | leaf=1.6418 | ancestor=0.0000 | lr=8.81e-05 | t=36.5s +step=347200 | total=1.7131 | leaf=1.7131 | ancestor=0.0000 | lr=8.80e-05 | t=36.5s +step=347300 | total=1.6619 | leaf=1.6619 | ancestor=0.0000 | lr=8.79e-05 | t=36.5s +step=347400 | total=1.7155 | leaf=1.7155 | ancestor=0.0000 | lr=8.79e-05 | t=36.5s +step=347500 | total=1.6742 | leaf=1.6742 | ancestor=0.0000 | lr=8.78e-05 | t=36.5s +step=347600 | total=1.6847 | leaf=1.6847 | ancestor=0.0000 | lr=8.77e-05 | t=36.5s +step=347700 | total=1.7417 | leaf=1.7417 | ancestor=0.0000 | lr=8.77e-05 | t=36.5s 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t=36.5s +step=349000 | total=1.6715 | leaf=1.6715 | ancestor=0.0000 | lr=8.68e-05 | t=36.5s +step=349100 | total=1.6665 | leaf=1.6665 | ancestor=0.0000 | lr=8.67e-05 | t=36.5s +step=349200 | total=1.6855 | leaf=1.6855 | ancestor=0.0000 | lr=8.66e-05 | t=36.5s +step=349300 | total=1.6656 | leaf=1.6656 | ancestor=0.0000 | lr=8.65e-05 | t=36.5s +step=349400 | total=1.7322 | leaf=1.7322 | ancestor=0.0000 | lr=8.65e-05 | t=36.5s +step=349500 | total=1.7183 | leaf=1.7183 | ancestor=0.0000 | lr=8.64e-05 | t=36.5s +step=349600 | total=1.6122 | leaf=1.6122 | ancestor=0.0000 | lr=8.63e-05 | t=36.5s +step=349700 | total=1.6351 | leaf=1.6351 | ancestor=0.0000 | lr=8.63e-05 | t=36.5s +step=349800 | total=1.7590 | leaf=1.7590 | ancestor=0.0000 | lr=8.62e-05 | t=36.5s +step=349900 | total=1.7129 | leaf=1.7129 | ancestor=0.0000 | lr=8.61e-05 | t=36.5s +step=350000 | total=1.7542 | leaf=1.7542 | ancestor=0.0000 | lr=8.61e-05 | t=36.5s + VAL | loss_leaf=1.6967 | loss_ancestor=0.0000 | loss_total=1.6967 + Saved checkpoint: outputs/sad_block_ar/ckpt_350000.pt +step=350100 | total=1.6885 | leaf=1.6885 | ancestor=0.0000 | lr=8.60e-05 | t=49.5s +step=350200 | total=1.7313 | leaf=1.7313 | ancestor=0.0000 | lr=8.59e-05 | t=36.5s +step=350300 | total=1.6747 | leaf=1.6747 | ancestor=0.0000 | lr=8.59e-05 | t=36.5s +step=350400 | total=1.7073 | leaf=1.7073 | ancestor=0.0000 | lr=8.58e-05 | t=36.5s +step=350500 | total=1.7216 | leaf=1.7216 | ancestor=0.0000 | lr=8.57e-05 | t=36.5s +step=350600 | total=1.6302 | leaf=1.6302 | ancestor=0.0000 | lr=8.56e-05 | t=36.5s +step=350700 | total=1.7178 | leaf=1.7178 | ancestor=0.0000 | lr=8.56e-05 | t=36.5s +step=350800 | total=1.7477 | leaf=1.7477 | ancestor=0.0000 | lr=8.55e-05 | t=36.5s +step=350900 | total=1.6844 | leaf=1.6844 | ancestor=0.0000 | lr=8.54e-05 | t=36.5s +step=351000 | total=1.6473 | leaf=1.6473 | ancestor=0.0000 | lr=8.54e-05 | t=36.5s +step=351100 | total=1.7556 | leaf=1.7556 | ancestor=0.0000 | lr=8.53e-05 | t=36.5s +step=351200 | total=1.6628 | leaf=1.6628 | ancestor=0.0000 | lr=8.52e-05 | t=36.5s +step=351300 | total=1.7479 | leaf=1.7479 | ancestor=0.0000 | lr=8.52e-05 | t=36.5s +step=351400 | total=1.6396 | leaf=1.6396 | ancestor=0.0000 | lr=8.51e-05 | t=36.5s +step=351500 | total=1.7926 | leaf=1.7926 | ancestor=0.0000 | lr=8.50e-05 | t=36.5s +step=351600 | total=1.7691 | leaf=1.7691 | ancestor=0.0000 | lr=8.50e-05 | t=36.5s +step=351700 | total=1.7021 | leaf=1.7021 | ancestor=0.0000 | lr=8.49e-05 | t=36.5s +step=351800 | total=1.6557 | leaf=1.6557 | ancestor=0.0000 | lr=8.48e-05 | t=36.5s +step=351900 | total=1.7356 | leaf=1.7356 | ancestor=0.0000 | lr=8.48e-05 | t=36.5s +step=352000 | total=1.7151 | leaf=1.7151 | ancestor=0.0000 | lr=8.47e-05 | t=36.5s +step=352100 | total=1.6427 | leaf=1.6427 | ancestor=0.0000 | lr=8.46e-05 | t=36.5s +step=352200 | total=1.7687 | leaf=1.7687 | ancestor=0.0000 | lr=8.46e-05 | t=36.5s +step=352300 | total=1.6631 | leaf=1.6631 | ancestor=0.0000 | lr=8.45e-05 | t=36.5s 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t=36.5s +step=353600 | total=1.6738 | leaf=1.6738 | ancestor=0.0000 | lr=8.36e-05 | t=36.5s +step=353700 | total=1.7285 | leaf=1.7285 | ancestor=0.0000 | lr=8.35e-05 | t=36.5s +step=353800 | total=1.7175 | leaf=1.7175 | ancestor=0.0000 | lr=8.35e-05 | t=36.5s +step=353900 | total=1.6498 | leaf=1.6498 | ancestor=0.0000 | lr=8.34e-05 | t=36.5s +step=354000 | total=1.7484 | leaf=1.7484 | ancestor=0.0000 | lr=8.33e-05 | t=36.5s +step=354100 | total=1.7016 | leaf=1.7016 | ancestor=0.0000 | lr=8.33e-05 | t=36.5s +step=354200 | total=1.6654 | leaf=1.6654 | ancestor=0.0000 | lr=8.32e-05 | t=36.5s +step=354300 | total=1.6747 | leaf=1.6747 | ancestor=0.0000 | lr=8.31e-05 | t=36.5s +step=354400 | total=1.6663 | leaf=1.6663 | ancestor=0.0000 | lr=8.31e-05 | t=36.5s +step=354500 | total=1.7105 | leaf=1.7105 | ancestor=0.0000 | lr=8.30e-05 | t=36.5s +step=354600 | total=1.7095 | leaf=1.7095 | ancestor=0.0000 | lr=8.29e-05 | t=36.5s +step=354700 | total=1.6448 | leaf=1.6448 | ancestor=0.0000 | lr=8.29e-05 | t=36.5s +step=354800 | total=1.6354 | leaf=1.6354 | ancestor=0.0000 | lr=8.28e-05 | t=36.5s +step=354900 | total=1.7312 | leaf=1.7312 | ancestor=0.0000 | lr=8.27e-05 | t=36.5s +step=355000 | total=1.7323 | leaf=1.7323 | ancestor=0.0000 | lr=8.26e-05 | t=36.5s + VAL | loss_leaf=1.6966 | loss_ancestor=0.0000 | loss_total=1.6966 +step=355100 | total=1.6337 | leaf=1.6337 | ancestor=0.0000 | lr=8.26e-05 | t=42.7s +step=355200 | total=1.7519 | leaf=1.7519 | ancestor=0.0000 | lr=8.25e-05 | t=36.5s +step=355300 | total=1.6691 | leaf=1.6691 | ancestor=0.0000 | lr=8.24e-05 | t=36.5s +step=355400 | total=1.7868 | leaf=1.7868 | ancestor=0.0000 | lr=8.24e-05 | t=36.5s +step=355500 | total=1.6768 | leaf=1.6768 | ancestor=0.0000 | lr=8.23e-05 | t=36.5s +step=355600 | total=1.7177 | leaf=1.7177 | ancestor=0.0000 | lr=8.22e-05 | t=36.6s +step=355700 | total=1.7863 | leaf=1.7863 | ancestor=0.0000 | lr=8.22e-05 | t=36.5s +step=355800 | total=1.7254 | leaf=1.7254 | ancestor=0.0000 | lr=8.21e-05 | t=36.5s +step=355900 | total=1.7085 | leaf=1.7085 | ancestor=0.0000 | lr=8.20e-05 | t=36.5s +step=356000 | total=1.6642 | leaf=1.6642 | ancestor=0.0000 | lr=8.20e-05 | t=36.5s +step=356100 | total=1.6702 | leaf=1.6702 | ancestor=0.0000 | lr=8.19e-05 | t=36.5s +step=356200 | total=1.7093 | leaf=1.7093 | ancestor=0.0000 | lr=8.18e-05 | t=36.5s +step=356300 | total=1.7133 | leaf=1.7133 | ancestor=0.0000 | lr=8.18e-05 | t=36.5s +step=356400 | total=1.6855 | leaf=1.6855 | ancestor=0.0000 | lr=8.17e-05 | t=36.5s +step=356500 | total=1.7341 | leaf=1.7341 | ancestor=0.0000 | lr=8.16e-05 | t=36.5s +step=356600 | total=1.6985 | leaf=1.6985 | ancestor=0.0000 | lr=8.16e-05 | t=36.5s +step=356700 | total=1.7119 | leaf=1.7119 | ancestor=0.0000 | lr=8.15e-05 | t=36.5s +step=356800 | total=1.6724 | leaf=1.6724 | ancestor=0.0000 | lr=8.14e-05 | t=36.5s +step=356900 | total=1.6210 | leaf=1.6210 | ancestor=0.0000 | lr=8.14e-05 | t=36.5s +step=357000 | total=1.6723 | leaf=1.6723 | ancestor=0.0000 | lr=8.13e-05 | t=36.5s +step=357100 | total=1.7072 | leaf=1.7072 | ancestor=0.0000 | lr=8.12e-05 | t=36.5s +step=357200 | total=1.6777 | leaf=1.6777 | ancestor=0.0000 | lr=8.12e-05 | t=36.5s +step=357300 | total=1.7006 | leaf=1.7006 | ancestor=0.0000 | lr=8.11e-05 | t=36.5s +step=357400 | total=1.6751 | leaf=1.6751 | ancestor=0.0000 | lr=8.10e-05 | t=36.5s +step=357500 | total=1.7240 | leaf=1.7240 | ancestor=0.0000 | lr=8.10e-05 | t=36.5s +step=357600 | total=1.6598 | leaf=1.6598 | ancestor=0.0000 | lr=8.09e-05 | t=36.5s +step=357700 | total=1.7714 | leaf=1.7714 | ancestor=0.0000 | lr=8.08e-05 | t=36.5s +step=357800 | total=1.6684 | leaf=1.6684 | ancestor=0.0000 | lr=8.08e-05 | t=36.5s +step=357900 | total=1.6998 | leaf=1.6998 | ancestor=0.0000 | lr=8.07e-05 | t=36.5s +step=358000 | total=1.7095 | leaf=1.7095 | ancestor=0.0000 | lr=8.06e-05 | t=36.5s +step=358100 | total=1.7045 | leaf=1.7045 | ancestor=0.0000 | lr=8.06e-05 | t=36.5s +step=358200 | total=1.7821 | leaf=1.7821 | ancestor=0.0000 | lr=8.05e-05 | t=36.5s +step=358300 | total=1.6467 | leaf=1.6467 | ancestor=0.0000 | lr=8.04e-05 | t=36.5s +step=358400 | total=1.6610 | leaf=1.6610 | ancestor=0.0000 | lr=8.04e-05 | t=37.0s +step=358500 | total=1.6921 | leaf=1.6921 | ancestor=0.0000 | lr=8.03e-05 | t=36.5s +step=358600 | total=1.7055 | leaf=1.7055 | ancestor=0.0000 | lr=8.02e-05 | t=36.5s +step=358700 | total=1.6648 | leaf=1.6648 | ancestor=0.0000 | lr=8.02e-05 | t=36.5s +step=358800 | total=1.6810 | leaf=1.6810 | ancestor=0.0000 | lr=8.01e-05 | t=36.5s +step=358900 | total=1.6908 | leaf=1.6908 | ancestor=0.0000 | lr=8.00e-05 | t=36.5s +step=359000 | total=1.6863 | leaf=1.6863 | ancestor=0.0000 | lr=8.00e-05 | t=36.5s +step=359100 | total=1.6587 | leaf=1.6587 | ancestor=0.0000 | lr=7.99e-05 | t=36.5s +step=359200 | total=1.6787 | leaf=1.6787 | ancestor=0.0000 | lr=7.98e-05 | t=36.5s +step=359300 | total=1.7503 | leaf=1.7503 | ancestor=0.0000 | lr=7.98e-05 | t=36.5s +step=359400 | total=1.6943 | leaf=1.6943 | ancestor=0.0000 | lr=7.97e-05 | t=36.5s +step=359500 | total=1.7493 | leaf=1.7493 | ancestor=0.0000 | lr=7.96e-05 | t=36.5s +step=359600 | total=1.7002 | leaf=1.7002 | ancestor=0.0000 | lr=7.96e-05 | t=36.5s +step=359700 | total=1.6803 | leaf=1.6803 | ancestor=0.0000 | lr=7.95e-05 | t=36.5s +step=359800 | total=1.6758 | leaf=1.6758 | ancestor=0.0000 | lr=7.94e-05 | t=36.5s +step=359900 | total=1.6451 | leaf=1.6451 | ancestor=0.0000 | lr=7.94e-05 | t=36.5s +step=360000 | total=1.6928 | leaf=1.6928 | ancestor=0.0000 | lr=7.93e-05 | t=36.5s + VAL | loss_leaf=1.6965 | loss_ancestor=0.0000 | loss_total=1.6965 + Saved checkpoint: outputs/sad_block_ar/ckpt_360000.pt +step=360100 | total=1.7044 | leaf=1.7044 | ancestor=0.0000 | lr=7.92e-05 | t=49.4s +step=360200 | total=1.6599 | leaf=1.6599 | ancestor=0.0000 | lr=7.92e-05 | t=36.5s +step=360300 | total=1.7380 | leaf=1.7380 | ancestor=0.0000 | lr=7.91e-05 | t=36.5s +step=360400 | total=1.7034 | leaf=1.7034 | ancestor=0.0000 | lr=7.91e-05 | t=36.5s +step=360500 | total=1.6662 | leaf=1.6662 | ancestor=0.0000 | lr=7.90e-05 | t=36.5s +step=360600 | total=1.6778 | leaf=1.6778 | ancestor=0.0000 | lr=7.89e-05 | t=36.5s +step=360700 | total=1.6688 | leaf=1.6688 | ancestor=0.0000 | lr=7.89e-05 | t=36.5s +step=360800 | total=1.7001 | leaf=1.7001 | ancestor=0.0000 | lr=7.88e-05 | t=36.5s +step=360900 | total=1.7400 | leaf=1.7400 | ancestor=0.0000 | lr=7.87e-05 | t=36.5s +step=361000 | total=1.7156 | leaf=1.7156 | ancestor=0.0000 | lr=7.87e-05 | t=36.5s +step=361100 | total=1.6741 | leaf=1.6741 | ancestor=0.0000 | lr=7.86e-05 | t=36.5s +step=361200 | total=1.6852 | leaf=1.6852 | ancestor=0.0000 | lr=7.85e-05 | t=36.5s +step=361300 | total=1.7514 | leaf=1.7514 | ancestor=0.0000 | lr=7.85e-05 | t=36.5s +step=361400 | total=1.7301 | leaf=1.7301 | ancestor=0.0000 | lr=7.84e-05 | t=36.5s +step=361500 | total=1.7387 | leaf=1.7387 | ancestor=0.0000 | lr=7.83e-05 | t=36.5s +step=361600 | total=1.6414 | leaf=1.6414 | ancestor=0.0000 | lr=7.83e-05 | t=36.5s +step=361700 | total=1.6861 | leaf=1.6861 | ancestor=0.0000 | lr=7.82e-05 | t=36.5s +step=361800 | total=1.6649 | leaf=1.6649 | ancestor=0.0000 | lr=7.81e-05 | t=36.5s +step=361900 | total=1.6763 | leaf=1.6763 | ancestor=0.0000 | lr=7.81e-05 | t=36.5s +step=362000 | total=1.6677 | leaf=1.6677 | ancestor=0.0000 | lr=7.80e-05 | t=36.5s +step=362100 | total=1.7075 | leaf=1.7075 | ancestor=0.0000 | lr=7.79e-05 | t=36.5s +step=362200 | total=1.7079 | leaf=1.7079 | ancestor=0.0000 | lr=7.79e-05 | t=36.5s +step=362300 | total=1.7354 | leaf=1.7354 | ancestor=0.0000 | lr=7.78e-05 | t=36.5s +step=362400 | total=1.7528 | leaf=1.7528 | ancestor=0.0000 | lr=7.77e-05 | t=36.5s +step=362500 | total=1.7235 | leaf=1.7235 | ancestor=0.0000 | lr=7.77e-05 | t=36.5s +step=362600 | total=1.6554 | leaf=1.6554 | ancestor=0.0000 | lr=7.76e-05 | t=36.5s +step=362700 | total=1.7103 | leaf=1.7103 | ancestor=0.0000 | lr=7.76e-05 | t=36.5s +step=362800 | 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t=36.5s +step=366300 | total=1.7398 | leaf=1.7398 | ancestor=0.0000 | lr=7.52e-05 | t=36.5s +step=366400 | total=1.7081 | leaf=1.7081 | ancestor=0.0000 | lr=7.52e-05 | t=36.5s +step=366500 | total=1.7576 | leaf=1.7576 | ancestor=0.0000 | lr=7.51e-05 | t=36.5s +step=366600 | total=1.6478 | leaf=1.6478 | ancestor=0.0000 | lr=7.50e-05 | t=36.5s +step=366700 | total=1.6482 | leaf=1.6482 | ancestor=0.0000 | lr=7.50e-05 | t=36.5s +step=366800 | total=1.7041 | leaf=1.7041 | ancestor=0.0000 | lr=7.49e-05 | t=36.5s +step=366900 | total=1.6481 | leaf=1.6481 | ancestor=0.0000 | lr=7.49e-05 | t=36.5s +step=367000 | total=1.6427 | leaf=1.6427 | ancestor=0.0000 | lr=7.48e-05 | t=36.5s +step=367100 | total=1.6777 | leaf=1.6777 | ancestor=0.0000 | lr=7.47e-05 | t=36.5s +step=367200 | total=1.7374 | leaf=1.7374 | ancestor=0.0000 | lr=7.47e-05 | t=36.5s +step=367300 | total=1.6495 | leaf=1.6495 | ancestor=0.0000 | lr=7.46e-05 | t=36.5s +step=367400 | total=1.7038 | leaf=1.7038 | ancestor=0.0000 | 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ancestor=0.0000 | lr=7.38e-05 | t=36.5s +step=368700 | total=1.7197 | leaf=1.7197 | ancestor=0.0000 | lr=7.37e-05 | t=36.5s +step=368800 | total=1.6934 | leaf=1.6934 | ancestor=0.0000 | lr=7.37e-05 | t=36.5s +step=368900 | total=1.7034 | leaf=1.7034 | ancestor=0.0000 | lr=7.36e-05 | t=36.5s +step=369000 | total=1.7222 | leaf=1.7222 | ancestor=0.0000 | lr=7.35e-05 | t=36.5s +step=369100 | total=1.6682 | leaf=1.6682 | ancestor=0.0000 | lr=7.35e-05 | t=36.5s +step=369200 | total=1.6859 | leaf=1.6859 | ancestor=0.0000 | lr=7.34e-05 | t=36.5s +step=369300 | total=1.6766 | leaf=1.6766 | ancestor=0.0000 | lr=7.33e-05 | t=36.5s +step=369400 | total=1.7092 | leaf=1.7092 | ancestor=0.0000 | lr=7.33e-05 | t=36.5s +step=369500 | total=1.6549 | leaf=1.6549 | ancestor=0.0000 | lr=7.32e-05 | t=36.5s +step=369600 | total=1.5946 | leaf=1.5946 | ancestor=0.0000 | lr=7.32e-05 | t=36.5s +step=369700 | total=1.7021 | leaf=1.7021 | ancestor=0.0000 | lr=7.31e-05 | t=36.5s +step=369800 | total=1.7903 | leaf=1.7903 | ancestor=0.0000 | lr=7.30e-05 | t=36.5s +step=369900 | total=1.6303 | leaf=1.6303 | ancestor=0.0000 | lr=7.30e-05 | t=36.5s +step=370000 | total=1.6846 | leaf=1.6846 | ancestor=0.0000 | lr=7.29e-05 | t=36.5s + VAL | loss_leaf=1.6933 | loss_ancestor=0.0000 | loss_total=1.6933 + Saved checkpoint: outputs/sad_block_ar/ckpt_370000.pt +step=370100 | total=1.7277 | leaf=1.7277 | ancestor=0.0000 | lr=7.28e-05 | t=49.4s +step=370200 | total=1.6471 | leaf=1.6471 | ancestor=0.0000 | lr=7.28e-05 | t=36.5s +step=370300 | total=1.7562 | leaf=1.7562 | ancestor=0.0000 | lr=7.27e-05 | t=36.5s +step=370400 | total=1.7382 | leaf=1.7382 | ancestor=0.0000 | lr=7.27e-05 | t=36.5s +step=370500 | total=1.6161 | leaf=1.6161 | ancestor=0.0000 | lr=7.26e-05 | t=36.5s +step=370600 | total=1.5744 | leaf=1.5744 | ancestor=0.0000 | lr=7.25e-05 | t=36.5s +step=370700 | total=1.6808 | leaf=1.6808 | ancestor=0.0000 | lr=7.25e-05 | t=36.5s +step=370800 | total=1.6675 | leaf=1.6675 | ancestor=0.0000 | 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leaf=1.6993 | ancestor=0.0000 | lr=7.09e-05 | t=36.5s +step=373300 | total=1.6551 | leaf=1.6551 | ancestor=0.0000 | lr=7.09e-05 | t=36.5s +step=373400 | total=1.6466 | leaf=1.6466 | ancestor=0.0000 | lr=7.08e-05 | t=36.5s +step=373500 | total=1.7627 | leaf=1.7627 | ancestor=0.0000 | lr=7.08e-05 | t=36.5s +step=373600 | total=1.6046 | leaf=1.6046 | ancestor=0.0000 | lr=7.07e-05 | t=36.5s +step=373700 | total=1.7055 | leaf=1.7055 | ancestor=0.0000 | lr=7.06e-05 | t=36.5s +step=373800 | total=1.6924 | leaf=1.6924 | ancestor=0.0000 | lr=7.06e-05 | t=36.5s +step=373900 | total=1.7009 | leaf=1.7009 | ancestor=0.0000 | lr=7.05e-05 | t=37.0s +step=374000 | total=1.6754 | leaf=1.6754 | ancestor=0.0000 | lr=7.04e-05 | t=36.5s +step=374100 | total=1.7181 | leaf=1.7181 | ancestor=0.0000 | lr=7.04e-05 | t=36.5s +step=374200 | total=1.7366 | leaf=1.7366 | ancestor=0.0000 | lr=7.03e-05 | t=36.5s +step=374300 | total=1.6745 | leaf=1.6745 | ancestor=0.0000 | lr=7.03e-05 | t=37.0s +step=374400 | total=1.6923 | leaf=1.6923 | ancestor=0.0000 | lr=7.02e-05 | t=36.5s +step=374500 | total=1.7688 | leaf=1.7688 | ancestor=0.0000 | lr=7.01e-05 | t=36.5s +step=374600 | total=1.7176 | leaf=1.7176 | ancestor=0.0000 | lr=7.01e-05 | t=36.5s +step=374700 | total=1.7580 | leaf=1.7580 | ancestor=0.0000 | lr=7.00e-05 | t=36.5s +step=374800 | total=1.6246 | leaf=1.6246 | ancestor=0.0000 | lr=7.00e-05 | t=36.5s +step=374900 | total=1.6947 | leaf=1.6947 | ancestor=0.0000 | lr=6.99e-05 | t=36.5s +step=375000 | total=1.6926 | leaf=1.6926 | ancestor=0.0000 | lr=6.98e-05 | t=36.5s + VAL | loss_leaf=1.6955 | loss_ancestor=0.0000 | loss_total=1.6955 +step=375100 | total=1.6854 | leaf=1.6854 | ancestor=0.0000 | lr=6.98e-05 | t=42.6s +step=375200 | total=1.7012 | leaf=1.7012 | ancestor=0.0000 | lr=6.97e-05 | t=36.5s +step=375300 | total=1.7146 | leaf=1.7146 | ancestor=0.0000 | lr=6.97e-05 | t=36.5s +step=375400 | total=1.6838 | leaf=1.6838 | ancestor=0.0000 | lr=6.96e-05 | t=36.5s +step=375500 | 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t=36.5s +step=377900 | total=1.6615 | leaf=1.6615 | ancestor=0.0000 | lr=6.81e-05 | t=36.5s +step=378000 | total=1.6742 | leaf=1.6742 | ancestor=0.0000 | lr=6.80e-05 | t=36.5s +step=378100 | total=1.6721 | leaf=1.6721 | ancestor=0.0000 | lr=6.80e-05 | t=36.5s +step=378200 | total=1.7190 | leaf=1.7190 | ancestor=0.0000 | lr=6.79e-05 | t=36.5s +step=378300 | total=1.7017 | leaf=1.7017 | ancestor=0.0000 | lr=6.79e-05 | t=36.5s +step=378400 | total=1.6535 | leaf=1.6535 | ancestor=0.0000 | lr=6.78e-05 | t=36.5s +step=378500 | total=1.7059 | leaf=1.7059 | ancestor=0.0000 | lr=6.78e-05 | t=36.5s +step=378600 | total=1.6381 | leaf=1.6381 | ancestor=0.0000 | lr=6.77e-05 | t=37.0s +step=378700 | total=1.6981 | leaf=1.6981 | ancestor=0.0000 | lr=6.76e-05 | t=36.5s +step=378800 | total=1.6714 | leaf=1.6714 | ancestor=0.0000 | lr=6.76e-05 | t=36.5s +step=378900 | total=1.7011 | leaf=1.7011 | ancestor=0.0000 | lr=6.75e-05 | t=36.5s +step=379000 | total=1.7288 | leaf=1.7288 | ancestor=0.0000 | lr=6.75e-05 | t=36.5s +step=379100 | total=1.6766 | leaf=1.6766 | ancestor=0.0000 | lr=6.74e-05 | t=36.5s +step=379200 | total=1.5789 | leaf=1.5789 | ancestor=0.0000 | lr=6.73e-05 | t=36.5s +step=379300 | total=1.6885 | leaf=1.6885 | ancestor=0.0000 | lr=6.73e-05 | t=36.5s +step=379400 | total=1.7094 | leaf=1.7094 | ancestor=0.0000 | lr=6.72e-05 | t=36.5s +step=379500 | total=1.7089 | leaf=1.7089 | ancestor=0.0000 | lr=6.72e-05 | t=36.5s +step=379600 | total=1.6725 | leaf=1.6725 | ancestor=0.0000 | lr=6.71e-05 | t=36.5s +step=379700 | total=1.6495 | leaf=1.6495 | ancestor=0.0000 | lr=6.70e-05 | t=36.5s +step=379800 | total=1.7545 | leaf=1.7545 | ancestor=0.0000 | lr=6.70e-05 | t=36.5s +step=379900 | total=1.6242 | leaf=1.6242 | ancestor=0.0000 | lr=6.69e-05 | t=36.5s +step=380000 | total=1.6790 | leaf=1.6790 | ancestor=0.0000 | lr=6.69e-05 | t=36.5s + VAL | loss_leaf=1.6994 | loss_ancestor=0.0000 | loss_total=1.6994 + Saved checkpoint: outputs/sad_block_ar/ckpt_380000.pt +step=380100 | 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t=36.5s +step=382500 | total=1.7222 | leaf=1.7222 | ancestor=0.0000 | lr=6.54e-05 | t=36.5s +step=382600 | total=1.7024 | leaf=1.7024 | ancestor=0.0000 | lr=6.54e-05 | t=36.5s +step=382700 | total=1.6277 | leaf=1.6277 | ancestor=0.0000 | lr=6.53e-05 | t=36.5s +step=382800 | total=1.7121 | leaf=1.7121 | ancestor=0.0000 | lr=6.52e-05 | t=36.5s +step=382900 | total=1.6777 | leaf=1.6777 | ancestor=0.0000 | lr=6.52e-05 | t=36.5s +step=383000 | total=1.6608 | leaf=1.6608 | ancestor=0.0000 | lr=6.51e-05 | t=36.5s +step=383100 | total=1.7111 | leaf=1.7111 | ancestor=0.0000 | lr=6.51e-05 | t=36.5s +step=383200 | total=1.6975 | leaf=1.6975 | ancestor=0.0000 | lr=6.50e-05 | t=36.5s +step=383300 | total=1.6774 | leaf=1.6774 | ancestor=0.0000 | lr=6.50e-05 | t=36.5s +step=383400 | total=1.6133 | leaf=1.6133 | ancestor=0.0000 | lr=6.49e-05 | t=36.5s +step=383500 | total=1.6631 | leaf=1.6631 | ancestor=0.0000 | lr=6.48e-05 | t=36.5s +step=383600 | total=1.7256 | leaf=1.7256 | ancestor=0.0000 | lr=6.48e-05 | t=36.5s +step=383700 | total=1.7084 | leaf=1.7084 | ancestor=0.0000 | lr=6.47e-05 | t=36.5s +step=383800 | total=1.6964 | leaf=1.6964 | ancestor=0.0000 | lr=6.47e-05 | t=36.5s +step=383900 | total=1.6734 | leaf=1.6734 | ancestor=0.0000 | lr=6.46e-05 | t=36.5s +step=384000 | total=1.7272 | leaf=1.7272 | ancestor=0.0000 | lr=6.46e-05 | t=36.5s +step=384100 | total=1.6664 | leaf=1.6664 | ancestor=0.0000 | lr=6.45e-05 | t=37.0s +step=384200 | total=1.7151 | leaf=1.7151 | ancestor=0.0000 | lr=6.44e-05 | t=36.5s +step=384300 | total=1.7150 | leaf=1.7150 | ancestor=0.0000 | lr=6.44e-05 | t=36.5s +step=384400 | total=1.6612 | leaf=1.6612 | ancestor=0.0000 | lr=6.43e-05 | t=36.5s +step=384500 | total=1.6247 | leaf=1.6247 | ancestor=0.0000 | lr=6.43e-05 | t=36.5s +step=384600 | total=1.6742 | leaf=1.6742 | ancestor=0.0000 | lr=6.42e-05 | t=36.5s +step=384700 | total=1.6917 | leaf=1.6917 | ancestor=0.0000 | lr=6.42e-05 | t=36.5s +step=384800 | total=1.6523 | leaf=1.6523 | ancestor=0.0000 | lr=6.41e-05 | t=36.5s +step=384900 | total=1.6094 | leaf=1.6094 | ancestor=0.0000 | lr=6.41e-05 | t=36.5s +step=385000 | total=1.6978 | leaf=1.6978 | ancestor=0.0000 | lr=6.40e-05 | t=36.5s + VAL | loss_leaf=1.6947 | loss_ancestor=0.0000 | loss_total=1.6947 +step=385100 | total=1.6568 | leaf=1.6568 | ancestor=0.0000 | lr=6.39e-05 | t=42.6s +step=385200 | total=1.6169 | leaf=1.6169 | ancestor=0.0000 | lr=6.39e-05 | t=36.5s +step=385300 | total=1.6492 | leaf=1.6492 | ancestor=0.0000 | lr=6.38e-05 | t=36.5s +step=385400 | total=1.6639 | leaf=1.6639 | ancestor=0.0000 | lr=6.38e-05 | t=36.5s +step=385500 | total=1.7231 | leaf=1.7231 | ancestor=0.0000 | lr=6.37e-05 | t=36.5s +step=385600 | total=1.7150 | leaf=1.7150 | ancestor=0.0000 | lr=6.37e-05 | t=36.5s +step=385700 | total=1.7112 | leaf=1.7112 | ancestor=0.0000 | lr=6.36e-05 | t=36.5s +step=385800 | total=1.7059 | leaf=1.7059 | ancestor=0.0000 | lr=6.35e-05 | t=36.5s +step=385900 | total=1.6794 | leaf=1.6794 | ancestor=0.0000 | lr=6.35e-05 | t=36.5s +step=386000 | total=1.7475 | leaf=1.7475 | ancestor=0.0000 | lr=6.34e-05 | t=36.5s +step=386100 | total=1.6964 | leaf=1.6964 | ancestor=0.0000 | lr=6.34e-05 | t=36.5s +step=386200 | total=1.7532 | leaf=1.7532 | ancestor=0.0000 | lr=6.33e-05 | t=36.5s +step=386300 | total=1.7011 | leaf=1.7011 | ancestor=0.0000 | lr=6.33e-05 | t=36.5s +step=386400 | total=1.6756 | leaf=1.6756 | ancestor=0.0000 | lr=6.32e-05 | t=36.5s +step=386500 | total=1.7857 | leaf=1.7857 | ancestor=0.0000 | lr=6.32e-05 | t=36.6s +step=386600 | total=1.6792 | leaf=1.6792 | ancestor=0.0000 | lr=6.31e-05 | t=36.5s +step=386700 | total=1.7123 | leaf=1.7123 | ancestor=0.0000 | lr=6.30e-05 | t=36.5s +step=386800 | total=1.7289 | leaf=1.7289 | ancestor=0.0000 | lr=6.30e-05 | t=36.5s +step=386900 | total=1.7056 | leaf=1.7056 | ancestor=0.0000 | lr=6.29e-05 | t=36.5s +step=387000 | total=1.7017 | leaf=1.7017 | ancestor=0.0000 | lr=6.29e-05 | t=36.5s +step=387100 | total=1.7009 | leaf=1.7009 | ancestor=0.0000 | lr=6.28e-05 | t=36.5s +step=387200 | total=1.6683 | leaf=1.6683 | ancestor=0.0000 | lr=6.28e-05 | t=36.5s +step=387300 | total=1.7055 | leaf=1.7055 | ancestor=0.0000 | lr=6.27e-05 | t=36.5s +step=387400 | total=1.7390 | leaf=1.7390 | ancestor=0.0000 | lr=6.27e-05 | t=36.5s +step=387500 | total=1.7487 | leaf=1.7487 | ancestor=0.0000 | lr=6.26e-05 | t=36.5s +step=387600 | total=1.6492 | leaf=1.6492 | ancestor=0.0000 | lr=6.25e-05 | t=36.5s +step=387700 | total=1.7193 | leaf=1.7193 | ancestor=0.0000 | lr=6.25e-05 | t=36.5s +step=387800 | total=1.6569 | leaf=1.6569 | ancestor=0.0000 | lr=6.24e-05 | t=36.5s +step=387900 | total=1.7039 | leaf=1.7039 | ancestor=0.0000 | lr=6.24e-05 | t=36.5s +step=388000 | total=1.6695 | leaf=1.6695 | ancestor=0.0000 | lr=6.23e-05 | t=36.5s +step=388100 | total=1.7557 | leaf=1.7557 | ancestor=0.0000 | lr=6.23e-05 | t=36.5s +step=388200 | total=1.7193 | leaf=1.7193 | ancestor=0.0000 | lr=6.22e-05 | t=36.5s +step=388300 | 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t=36.5s +step=394100 | total=1.6523 | leaf=1.6523 | ancestor=0.0000 | lr=5.90e-05 | t=36.5s +step=394200 | total=1.6868 | leaf=1.6868 | ancestor=0.0000 | lr=5.90e-05 | t=36.5s +step=394300 | total=1.6668 | leaf=1.6668 | ancestor=0.0000 | lr=5.89e-05 | t=36.5s +step=394400 | total=1.6750 | leaf=1.6750 | ancestor=0.0000 | lr=5.89e-05 | t=36.5s +step=394500 | total=1.6888 | leaf=1.6888 | ancestor=0.0000 | lr=5.88e-05 | t=36.5s +step=394600 | total=1.6192 | leaf=1.6192 | ancestor=0.0000 | lr=5.88e-05 | t=36.5s +step=394700 | total=1.6280 | leaf=1.6280 | ancestor=0.0000 | lr=5.87e-05 | t=36.5s +step=394800 | total=1.7762 | leaf=1.7762 | ancestor=0.0000 | lr=5.87e-05 | t=36.5s +step=394900 | total=1.6921 | leaf=1.6921 | ancestor=0.0000 | lr=5.86e-05 | t=36.5s +step=395000 | total=1.7427 | leaf=1.7427 | ancestor=0.0000 | lr=5.85e-05 | t=36.5s + VAL | loss_leaf=1.6950 | loss_ancestor=0.0000 | loss_total=1.6950 +step=395100 | total=1.7010 | leaf=1.7010 | ancestor=0.0000 | lr=5.85e-05 | t=42.6s 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ancestor=0.0000 | lr=5.66e-05 | t=36.5s +step=398800 | total=1.7040 | leaf=1.7040 | ancestor=0.0000 | lr=5.66e-05 | t=36.5s +step=398900 | total=1.6194 | leaf=1.6194 | ancestor=0.0000 | lr=5.65e-05 | t=36.5s +step=399000 | total=1.7019 | leaf=1.7019 | ancestor=0.0000 | lr=5.65e-05 | t=36.5s +step=399100 | total=1.6866 | leaf=1.6866 | ancestor=0.0000 | lr=5.64e-05 | t=36.5s +step=399200 | total=1.7187 | leaf=1.7187 | ancestor=0.0000 | lr=5.64e-05 | t=36.5s +step=399300 | total=1.7376 | leaf=1.7376 | ancestor=0.0000 | lr=5.63e-05 | t=36.5s +step=399400 | total=1.6998 | leaf=1.6998 | ancestor=0.0000 | lr=5.63e-05 | t=36.5s +step=399500 | total=1.6761 | leaf=1.6761 | ancestor=0.0000 | lr=5.62e-05 | t=36.5s +step=399600 | total=1.6711 | leaf=1.6711 | ancestor=0.0000 | lr=5.62e-05 | t=36.5s +step=399700 | total=1.6899 | leaf=1.6899 | ancestor=0.0000 | lr=5.61e-05 | t=36.5s +step=399800 | total=1.6504 | leaf=1.6504 | ancestor=0.0000 | lr=5.61e-05 | t=36.5s +step=399900 | total=1.6933 | leaf=1.6933 | ancestor=0.0000 | lr=5.60e-05 | t=36.5s +step=400000 | total=1.6850 | leaf=1.6850 | ancestor=0.0000 | lr=5.60e-05 | t=36.5s + VAL | loss_leaf=1.6912 | loss_ancestor=0.0000 | loss_total=1.6912 + Saved checkpoint: outputs/sad_block_ar/ckpt_400000.pt +step=400100 | total=1.6611 | leaf=1.6611 | ancestor=0.0000 | lr=5.59e-05 | t=49.2s +step=400200 | total=1.7211 | leaf=1.7211 | ancestor=0.0000 | lr=5.59e-05 | t=36.5s +step=400300 | total=1.6511 | leaf=1.6511 | ancestor=0.0000 | lr=5.58e-05 | t=36.5s +step=400400 | total=1.6617 | leaf=1.6617 | ancestor=0.0000 | lr=5.58e-05 | t=36.5s +step=400500 | total=1.6997 | leaf=1.6997 | ancestor=0.0000 | lr=5.57e-05 | t=36.5s +step=400600 | total=1.6007 | leaf=1.6007 | ancestor=0.0000 | lr=5.57e-05 | t=36.5s +step=400700 | total=1.6901 | leaf=1.6901 | ancestor=0.0000 | lr=5.56e-05 | t=36.5s +step=400800 | total=1.5906 | leaf=1.5906 | ancestor=0.0000 | lr=5.56e-05 | t=36.5s +step=400900 | total=1.6369 | leaf=1.6369 | ancestor=0.0000 | lr=5.55e-05 | t=36.5s +step=401000 | total=1.6619 | leaf=1.6619 | ancestor=0.0000 | lr=5.55e-05 | t=36.5s +step=401100 | total=1.6630 | leaf=1.6630 | ancestor=0.0000 | lr=5.54e-05 | t=36.5s +step=401200 | total=1.7075 | leaf=1.7075 | ancestor=0.0000 | lr=5.54e-05 | t=36.5s +step=401300 | total=1.6607 | leaf=1.6607 | ancestor=0.0000 | lr=5.53e-05 | t=36.5s +step=401400 | total=1.6678 | leaf=1.6678 | ancestor=0.0000 | lr=5.53e-05 | t=36.5s +step=401500 | total=1.7485 | leaf=1.7485 | ancestor=0.0000 | lr=5.52e-05 | t=36.5s +step=401600 | total=1.6738 | leaf=1.6738 | ancestor=0.0000 | lr=5.52e-05 | t=36.5s +step=401700 | total=1.7395 | leaf=1.7395 | ancestor=0.0000 | lr=5.51e-05 | t=36.5s +step=401800 | total=1.7001 | leaf=1.7001 | ancestor=0.0000 | lr=5.51e-05 | t=36.5s +step=401900 | total=1.6786 | leaf=1.6786 | ancestor=0.0000 | lr=5.50e-05 | t=36.6s +step=402000 | total=1.6656 | leaf=1.6656 | ancestor=0.0000 | lr=5.50e-05 | t=36.5s +step=402100 | total=1.6902 | leaf=1.6902 | ancestor=0.0000 | lr=5.49e-05 | t=36.5s +step=402200 | total=1.6789 | leaf=1.6789 | ancestor=0.0000 | lr=5.49e-05 | t=36.5s +step=402300 | total=1.7008 | leaf=1.7008 | ancestor=0.0000 | lr=5.48e-05 | t=36.5s +step=402400 | total=1.6248 | leaf=1.6248 | ancestor=0.0000 | lr=5.48e-05 | t=36.5s +step=402500 | total=1.6757 | leaf=1.6757 | ancestor=0.0000 | lr=5.47e-05 | t=36.5s +step=402600 | total=1.7011 | leaf=1.7011 | ancestor=0.0000 | lr=5.47e-05 | t=36.5s +step=402700 | total=1.7034 | leaf=1.7034 | ancestor=0.0000 | lr=5.46e-05 | t=36.5s +step=402800 | total=1.6867 | leaf=1.6867 | ancestor=0.0000 | lr=5.46e-05 | t=36.5s +step=402900 | total=1.6284 | leaf=1.6284 | ancestor=0.0000 | lr=5.45e-05 | t=36.5s +step=403000 | total=1.6164 | leaf=1.6164 | ancestor=0.0000 | lr=5.45e-05 | t=36.5s +step=403100 | total=1.6592 | leaf=1.6592 | ancestor=0.0000 | lr=5.44e-05 | t=36.5s +step=403200 | total=1.6782 | leaf=1.6782 | ancestor=0.0000 | lr=5.44e-05 | t=36.5s +step=403300 | total=1.7131 | leaf=1.7131 | ancestor=0.0000 | lr=5.43e-05 | t=36.5s +step=403400 | total=1.6742 | leaf=1.6742 | ancestor=0.0000 | lr=5.43e-05 | t=36.5s +step=403500 | total=1.6783 | leaf=1.6783 | ancestor=0.0000 | lr=5.43e-05 | t=36.5s +step=403600 | total=1.6920 | leaf=1.6920 | ancestor=0.0000 | lr=5.42e-05 | t=36.5s +step=403700 | total=1.6333 | leaf=1.6333 | ancestor=0.0000 | lr=5.42e-05 | t=36.5s +step=403800 | total=1.7047 | leaf=1.7047 | ancestor=0.0000 | lr=5.41e-05 | t=36.5s +step=403900 | total=1.6871 | leaf=1.6871 | ancestor=0.0000 | lr=5.41e-05 | t=36.5s +step=404000 | total=1.7070 | leaf=1.7070 | ancestor=0.0000 | lr=5.40e-05 | t=36.5s +step=404100 | total=1.7257 | leaf=1.7257 | ancestor=0.0000 | lr=5.40e-05 | t=36.5s +step=404200 | total=1.6454 | leaf=1.6454 | ancestor=0.0000 | lr=5.39e-05 | t=36.5s +step=404300 | total=1.7011 | leaf=1.7011 | ancestor=0.0000 | lr=5.39e-05 | t=36.5s +step=404400 | total=1.6349 | leaf=1.6349 | ancestor=0.0000 | lr=5.38e-05 | t=36.5s +step=404500 | total=1.7122 | leaf=1.7122 | ancestor=0.0000 | lr=5.38e-05 | t=36.5s +step=404600 | total=1.6186 | leaf=1.6186 | ancestor=0.0000 | lr=5.37e-05 | t=36.5s +step=404700 | total=1.7214 | leaf=1.7214 | ancestor=0.0000 | lr=5.37e-05 | t=36.5s +step=404800 | total=1.7599 | leaf=1.7599 | ancestor=0.0000 | lr=5.36e-05 | t=36.5s +step=404900 | total=1.6765 | leaf=1.6765 | ancestor=0.0000 | lr=5.36e-05 | t=36.5s +step=405000 | total=1.7212 | leaf=1.7212 | ancestor=0.0000 | lr=5.35e-05 | t=36.5s + VAL | loss_leaf=1.6944 | loss_ancestor=0.0000 | loss_total=1.6944 +step=405100 | total=1.6945 | leaf=1.6945 | ancestor=0.0000 | lr=5.35e-05 | t=42.6s +step=405200 | total=1.6510 | leaf=1.6510 | ancestor=0.0000 | lr=5.34e-05 | t=36.5s +step=405300 | total=1.6843 | leaf=1.6843 | ancestor=0.0000 | lr=5.34e-05 | t=36.5s +step=405400 | total=1.6338 | leaf=1.6338 | ancestor=0.0000 | lr=5.33e-05 | t=36.5s +step=405500 | total=1.6398 | leaf=1.6398 | ancestor=0.0000 | lr=5.33e-05 | t=36.5s +step=405600 | total=1.6973 | leaf=1.6973 | ancestor=0.0000 | lr=5.32e-05 | t=36.5s +step=405700 | total=1.6677 | leaf=1.6677 | ancestor=0.0000 | lr=5.32e-05 | t=36.5s +step=405800 | total=1.6364 | leaf=1.6364 | ancestor=0.0000 | lr=5.31e-05 | t=36.5s +step=405900 | total=1.7689 | leaf=1.7689 | ancestor=0.0000 | lr=5.31e-05 | t=36.5s +step=406000 | total=1.6974 | leaf=1.6974 | ancestor=0.0000 | lr=5.30e-05 | t=36.5s +step=406100 | total=1.6310 | leaf=1.6310 | ancestor=0.0000 | lr=5.30e-05 | t=36.5s +step=406200 | total=1.6946 | leaf=1.6946 | ancestor=0.0000 | lr=5.30e-05 | t=36.5s +step=406300 | total=1.6971 | leaf=1.6971 | ancestor=0.0000 | lr=5.29e-05 | t=36.5s +step=406400 | total=1.6834 | leaf=1.6834 | ancestor=0.0000 | lr=5.29e-05 | t=36.5s +step=406500 | total=1.6648 | leaf=1.6648 | ancestor=0.0000 | lr=5.28e-05 | t=36.5s +step=406600 | total=1.6207 | leaf=1.6207 | ancestor=0.0000 | lr=5.28e-05 | t=36.5s +step=406700 | total=1.6899 | leaf=1.6899 | ancestor=0.0000 | lr=5.27e-05 | t=36.5s 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t=36.5s +step=408000 | total=1.6701 | leaf=1.6701 | ancestor=0.0000 | lr=5.21e-05 | t=36.5s +step=408100 | total=1.6972 | leaf=1.6972 | ancestor=0.0000 | lr=5.21e-05 | t=36.5s +step=408200 | total=1.6437 | leaf=1.6437 | ancestor=0.0000 | lr=5.20e-05 | t=36.5s +step=408300 | total=1.7586 | leaf=1.7586 | ancestor=0.0000 | lr=5.20e-05 | t=36.5s +step=408400 | total=1.6166 | leaf=1.6166 | ancestor=0.0000 | lr=5.19e-05 | t=36.5s +step=408500 | total=1.6037 | leaf=1.6037 | ancestor=0.0000 | lr=5.19e-05 | t=36.5s +step=408600 | total=1.7476 | leaf=1.7476 | ancestor=0.0000 | lr=5.18e-05 | t=36.5s +step=408700 | total=1.6796 | leaf=1.6796 | ancestor=0.0000 | lr=5.18e-05 | t=36.5s +step=408800 | total=1.6830 | leaf=1.6830 | ancestor=0.0000 | lr=5.17e-05 | t=36.5s +step=408900 | total=1.7049 | leaf=1.7049 | ancestor=0.0000 | lr=5.17e-05 | t=36.5s +step=409000 | total=1.7062 | leaf=1.7062 | ancestor=0.0000 | lr=5.16e-05 | t=36.5s +step=409100 | total=1.6197 | leaf=1.6197 | ancestor=0.0000 | lr=5.16e-05 | t=36.5s +step=409200 | total=1.6122 | leaf=1.6122 | ancestor=0.0000 | lr=5.15e-05 | t=36.5s +step=409300 | total=1.7094 | leaf=1.7094 | ancestor=0.0000 | lr=5.15e-05 | t=36.5s +step=409400 | total=1.6700 | leaf=1.6700 | ancestor=0.0000 | lr=5.15e-05 | t=36.5s +step=409500 | total=1.6627 | leaf=1.6627 | ancestor=0.0000 | lr=5.14e-05 | t=36.5s +step=409600 | total=1.7137 | leaf=1.7137 | ancestor=0.0000 | lr=5.14e-05 | t=36.5s +step=409700 | total=1.7594 | leaf=1.7594 | ancestor=0.0000 | lr=5.13e-05 | t=36.5s +step=409800 | total=1.7068 | leaf=1.7068 | ancestor=0.0000 | lr=5.13e-05 | t=36.5s +step=409900 | total=1.6571 | leaf=1.6571 | ancestor=0.0000 | lr=5.12e-05 | t=36.5s +step=410000 | total=1.6987 | leaf=1.6987 | ancestor=0.0000 | lr=5.12e-05 | t=36.5s + VAL | loss_leaf=1.6893 | loss_ancestor=0.0000 | loss_total=1.6893 + Saved checkpoint: outputs/sad_block_ar/ckpt_410000.pt +step=410100 | total=1.6811 | leaf=1.6811 | ancestor=0.0000 | lr=5.11e-05 | t=49.2s +step=410200 | total=1.6949 | leaf=1.6949 | ancestor=0.0000 | lr=5.11e-05 | t=36.5s +step=410300 | total=1.6585 | leaf=1.6585 | ancestor=0.0000 | lr=5.10e-05 | t=36.5s +step=410400 | total=1.7017 | leaf=1.7017 | ancestor=0.0000 | lr=5.10e-05 | t=36.5s +step=410500 | total=1.6867 | leaf=1.6867 | ancestor=0.0000 | lr=5.10e-05 | t=36.5s +step=410600 | total=1.7043 | leaf=1.7043 | ancestor=0.0000 | lr=5.09e-05 | t=36.5s +step=410700 | total=1.6416 | leaf=1.6416 | ancestor=0.0000 | lr=5.09e-05 | t=36.5s +step=410800 | total=1.6578 | leaf=1.6578 | ancestor=0.0000 | lr=5.08e-05 | t=36.5s +step=410900 | total=1.7129 | leaf=1.7129 | ancestor=0.0000 | lr=5.08e-05 | t=36.5s +step=411000 | total=1.6878 | leaf=1.6878 | ancestor=0.0000 | lr=5.07e-05 | t=36.5s +step=411100 | total=1.6896 | leaf=1.6896 | ancestor=0.0000 | lr=5.07e-05 | t=36.5s +step=411200 | total=1.6631 | leaf=1.6631 | ancestor=0.0000 | lr=5.06e-05 | t=36.5s +step=411300 | total=1.7295 | leaf=1.7295 | ancestor=0.0000 | lr=5.06e-05 | t=36.5s 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t=36.5s +step=412600 | total=1.6401 | leaf=1.6401 | ancestor=0.0000 | lr=5.00e-05 | t=36.5s +step=412700 | total=1.6876 | leaf=1.6876 | ancestor=0.0000 | lr=5.00e-05 | t=36.5s +step=412800 | total=1.6598 | leaf=1.6598 | ancestor=0.0000 | lr=4.99e-05 | t=36.5s +step=412900 | total=1.6523 | leaf=1.6523 | ancestor=0.0000 | lr=4.99e-05 | t=36.5s +step=413000 | total=1.6842 | leaf=1.6842 | ancestor=0.0000 | lr=4.98e-05 | t=36.5s +step=413100 | total=1.6711 | leaf=1.6711 | ancestor=0.0000 | lr=4.98e-05 | t=36.5s +step=413200 | total=1.6974 | leaf=1.6974 | ancestor=0.0000 | lr=4.97e-05 | t=36.5s +step=413300 | total=1.6829 | leaf=1.6829 | ancestor=0.0000 | lr=4.97e-05 | t=36.5s +step=413400 | total=1.7443 | leaf=1.7443 | ancestor=0.0000 | lr=4.96e-05 | t=36.5s +step=413500 | total=1.7056 | leaf=1.7056 | ancestor=0.0000 | lr=4.96e-05 | t=36.5s +step=413600 | total=1.7513 | leaf=1.7513 | ancestor=0.0000 | lr=4.96e-05 | t=36.5s +step=413700 | total=1.6282 | leaf=1.6282 | ancestor=0.0000 | lr=4.95e-05 | t=36.5s +step=413800 | total=1.7174 | leaf=1.7174 | ancestor=0.0000 | lr=4.95e-05 | t=36.5s +step=413900 | total=1.6291 | leaf=1.6291 | ancestor=0.0000 | lr=4.94e-05 | t=36.5s +step=414000 | total=1.6662 | leaf=1.6662 | ancestor=0.0000 | lr=4.94e-05 | t=36.5s +step=414100 | total=1.7154 | leaf=1.7154 | ancestor=0.0000 | lr=4.93e-05 | t=36.5s +step=414200 | total=1.6554 | leaf=1.6554 | ancestor=0.0000 | lr=4.93e-05 | t=36.5s +step=414300 | total=1.6110 | leaf=1.6110 | ancestor=0.0000 | lr=4.93e-05 | t=36.5s +step=414400 | total=1.6737 | leaf=1.6737 | ancestor=0.0000 | lr=4.92e-05 | t=36.5s +step=414500 | total=1.7077 | leaf=1.7077 | ancestor=0.0000 | lr=4.92e-05 | t=36.5s +step=414600 | total=1.6766 | leaf=1.6766 | ancestor=0.0000 | lr=4.91e-05 | t=36.5s +step=414700 | total=1.6720 | leaf=1.6720 | ancestor=0.0000 | lr=4.91e-05 | t=36.5s +step=414800 | total=1.6508 | leaf=1.6508 | ancestor=0.0000 | lr=4.90e-05 | t=36.5s +step=414900 | total=1.7110 | leaf=1.7110 | ancestor=0.0000 | lr=4.90e-05 | t=36.5s +step=415000 | total=1.6723 | leaf=1.6723 | ancestor=0.0000 | lr=4.89e-05 | t=36.5s + VAL | loss_leaf=1.6882 | loss_ancestor=0.0000 | loss_total=1.6882 +step=415100 | total=1.7614 | leaf=1.7614 | ancestor=0.0000 | lr=4.89e-05 | t=42.6s +step=415200 | total=1.6430 | leaf=1.6430 | ancestor=0.0000 | lr=4.89e-05 | t=36.5s +step=415300 | total=1.6862 | leaf=1.6862 | ancestor=0.0000 | lr=4.88e-05 | t=36.5s +step=415400 | total=1.6736 | leaf=1.6736 | ancestor=0.0000 | lr=4.88e-05 | t=36.5s +step=415500 | total=1.6670 | leaf=1.6670 | ancestor=0.0000 | lr=4.87e-05 | t=36.5s +step=415600 | total=1.6866 | leaf=1.6866 | ancestor=0.0000 | lr=4.87e-05 | t=36.5s +step=415700 | total=1.7342 | leaf=1.7342 | ancestor=0.0000 | lr=4.86e-05 | t=36.5s +step=415800 | total=1.6511 | leaf=1.6511 | ancestor=0.0000 | lr=4.86e-05 | t=36.5s +step=415900 | total=1.7029 | leaf=1.7029 | ancestor=0.0000 | lr=4.86e-05 | t=36.5s +step=416000 | total=1.7101 | leaf=1.7101 | ancestor=0.0000 | lr=4.85e-05 | t=36.5s +step=416100 | total=1.6468 | leaf=1.6468 | ancestor=0.0000 | lr=4.85e-05 | t=36.5s +step=416200 | total=1.6421 | leaf=1.6421 | ancestor=0.0000 | lr=4.84e-05 | t=36.5s +step=416300 | total=1.7779 | leaf=1.7779 | ancestor=0.0000 | lr=4.84e-05 | t=36.5s +step=416400 | total=1.7227 | leaf=1.7227 | ancestor=0.0000 | lr=4.83e-05 | t=36.5s +step=416500 | total=1.7018 | leaf=1.7018 | ancestor=0.0000 | lr=4.83e-05 | t=36.5s +step=416600 | total=1.6878 | leaf=1.6878 | ancestor=0.0000 | lr=4.83e-05 | t=36.5s +step=416700 | total=1.6791 | leaf=1.6791 | ancestor=0.0000 | lr=4.82e-05 | t=36.5s +step=416800 | total=1.6376 | leaf=1.6376 | ancestor=0.0000 | lr=4.82e-05 | t=36.5s +step=416900 | total=1.6109 | leaf=1.6109 | ancestor=0.0000 | lr=4.81e-05 | t=36.5s +step=417000 | total=1.6358 | leaf=1.6358 | ancestor=0.0000 | lr=4.81e-05 | t=36.5s +step=417100 | total=1.7868 | leaf=1.7868 | ancestor=0.0000 | lr=4.80e-05 | t=36.5s +step=417200 | total=1.6781 | leaf=1.6781 | ancestor=0.0000 | lr=4.80e-05 | t=36.5s +step=417300 | total=1.6819 | leaf=1.6819 | ancestor=0.0000 | lr=4.80e-05 | t=36.5s +step=417400 | total=1.7478 | leaf=1.7478 | ancestor=0.0000 | lr=4.79e-05 | t=36.6s +step=417500 | total=1.6662 | leaf=1.6662 | ancestor=0.0000 | lr=4.79e-05 | t=36.5s +step=417600 | total=1.6901 | leaf=1.6901 | ancestor=0.0000 | lr=4.78e-05 | t=36.5s +step=417700 | total=1.6467 | leaf=1.6467 | ancestor=0.0000 | lr=4.78e-05 | t=36.5s +step=417800 | total=1.6969 | leaf=1.6969 | ancestor=0.0000 | lr=4.77e-05 | t=36.5s +step=417900 | total=1.7119 | leaf=1.7119 | ancestor=0.0000 | lr=4.77e-05 | t=36.5s +step=418000 | total=1.5998 | leaf=1.5998 | ancestor=0.0000 | lr=4.77e-05 | t=36.5s +step=418100 | total=1.6942 | leaf=1.6942 | ancestor=0.0000 | lr=4.76e-05 | t=36.5s +step=418200 | total=1.6611 | leaf=1.6611 | ancestor=0.0000 | lr=4.76e-05 | t=36.5s +step=418300 | total=1.7155 | leaf=1.7155 | ancestor=0.0000 | lr=4.75e-05 | t=36.5s +step=418400 | total=1.6611 | leaf=1.6611 | ancestor=0.0000 | lr=4.75e-05 | t=36.5s +step=418500 | total=1.6889 | leaf=1.6889 | ancestor=0.0000 | lr=4.75e-05 | t=36.5s +step=418600 | total=1.6355 | leaf=1.6355 | ancestor=0.0000 | lr=4.74e-05 | t=36.5s +step=418700 | total=1.7426 | leaf=1.7426 | ancestor=0.0000 | lr=4.74e-05 | t=36.5s +step=418800 | total=1.6995 | leaf=1.6995 | ancestor=0.0000 | lr=4.73e-05 | t=36.5s +step=418900 | total=1.7029 | leaf=1.7029 | ancestor=0.0000 | lr=4.73e-05 | t=36.5s +step=419000 | total=1.7270 | leaf=1.7270 | ancestor=0.0000 | lr=4.72e-05 | t=36.5s +step=419100 | total=1.7407 | leaf=1.7407 | ancestor=0.0000 | lr=4.72e-05 | t=36.5s +step=419200 | total=1.6478 | leaf=1.6478 | ancestor=0.0000 | lr=4.72e-05 | t=36.5s +step=419300 | total=1.7340 | leaf=1.7340 | ancestor=0.0000 | lr=4.71e-05 | t=36.5s +step=419400 | total=1.6998 | leaf=1.6998 | ancestor=0.0000 | lr=4.71e-05 | t=36.5s +step=419500 | total=1.6353 | leaf=1.6353 | ancestor=0.0000 | lr=4.70e-05 | t=36.5s 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t=36.5s +step=424200 | total=1.7038 | leaf=1.7038 | ancestor=0.0000 | lr=4.51e-05 | t=36.5s +step=424300 | total=1.6249 | leaf=1.6249 | ancestor=0.0000 | lr=4.51e-05 | t=36.5s +step=424400 | total=1.6976 | leaf=1.6976 | ancestor=0.0000 | lr=4.51e-05 | t=36.5s +step=424500 | total=1.7556 | leaf=1.7556 | ancestor=0.0000 | lr=4.50e-05 | t=36.5s +step=424600 | total=1.6275 | leaf=1.6275 | ancestor=0.0000 | lr=4.50e-05 | t=36.4s +step=424700 | total=1.6628 | leaf=1.6628 | ancestor=0.0000 | lr=4.49e-05 | t=36.5s +step=424800 | total=1.6445 | leaf=1.6445 | ancestor=0.0000 | lr=4.49e-05 | t=36.5s +step=424900 | total=1.6299 | leaf=1.6299 | ancestor=0.0000 | lr=4.49e-05 | t=36.5s +step=425000 | total=1.7570 | leaf=1.7570 | ancestor=0.0000 | lr=4.48e-05 | t=36.5s + VAL | loss_leaf=1.6843 | loss_ancestor=0.0000 | loss_total=1.6843 +step=425100 | total=1.6825 | leaf=1.6825 | ancestor=0.0000 | lr=4.48e-05 | t=42.6s +step=425200 | total=1.6585 | leaf=1.6585 | ancestor=0.0000 | lr=4.48e-05 | t=36.5s 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t=36.5s +step=426500 | total=1.6454 | leaf=1.6454 | ancestor=0.0000 | lr=4.43e-05 | t=36.5s +step=426600 | total=1.7260 | leaf=1.7260 | ancestor=0.0000 | lr=4.42e-05 | t=36.5s +step=426700 | total=1.7160 | leaf=1.7160 | ancestor=0.0000 | lr=4.42e-05 | t=36.5s +step=426800 | total=1.6490 | leaf=1.6490 | ancestor=0.0000 | lr=4.41e-05 | t=36.5s +step=426900 | total=1.6809 | leaf=1.6809 | ancestor=0.0000 | lr=4.41e-05 | t=36.5s +step=427000 | total=1.7222 | leaf=1.7222 | ancestor=0.0000 | lr=4.41e-05 | t=36.5s +step=427100 | total=1.7448 | leaf=1.7448 | ancestor=0.0000 | lr=4.40e-05 | t=36.5s +step=427200 | total=1.6695 | leaf=1.6695 | ancestor=0.0000 | lr=4.40e-05 | t=36.5s +step=427300 | total=1.6759 | leaf=1.6759 | ancestor=0.0000 | lr=4.40e-05 | t=36.5s +step=427400 | total=1.7282 | leaf=1.7282 | ancestor=0.0000 | lr=4.39e-05 | t=36.5s +step=427500 | total=1.6883 | leaf=1.6883 | ancestor=0.0000 | lr=4.39e-05 | t=36.5s +step=427600 | total=1.6629 | leaf=1.6629 | ancestor=0.0000 | lr=4.38e-05 | t=36.5s +step=427700 | total=1.6736 | leaf=1.6736 | ancestor=0.0000 | lr=4.38e-05 | t=36.5s +step=427800 | total=1.6579 | leaf=1.6579 | ancestor=0.0000 | lr=4.38e-05 | t=36.5s +step=427900 | total=1.6456 | leaf=1.6456 | ancestor=0.0000 | lr=4.37e-05 | t=36.5s +step=428000 | total=1.6256 | leaf=1.6256 | ancestor=0.0000 | lr=4.37e-05 | t=36.5s +step=428100 | total=1.6463 | leaf=1.6463 | ancestor=0.0000 | lr=4.37e-05 | t=36.5s +step=428200 | total=1.6716 | leaf=1.6716 | ancestor=0.0000 | lr=4.36e-05 | t=36.5s +step=428300 | total=1.6743 | leaf=1.6743 | ancestor=0.0000 | lr=4.36e-05 | t=36.5s +step=428400 | total=1.6323 | leaf=1.6323 | ancestor=0.0000 | lr=4.35e-05 | t=36.5s +step=428500 | total=1.6963 | leaf=1.6963 | ancestor=0.0000 | lr=4.35e-05 | t=36.5s +step=428600 | total=1.6335 | leaf=1.6335 | ancestor=0.0000 | lr=4.35e-05 | t=36.5s +step=428700 | total=1.6522 | leaf=1.6522 | ancestor=0.0000 | lr=4.34e-05 | t=36.5s +step=428800 | total=1.6163 | leaf=1.6163 | ancestor=0.0000 | lr=4.34e-05 | t=36.5s +step=428900 | total=1.7345 | leaf=1.7345 | ancestor=0.0000 | lr=4.34e-05 | t=36.5s +step=429000 | total=1.7340 | leaf=1.7340 | ancestor=0.0000 | lr=4.33e-05 | t=36.5s +step=429100 | total=1.7320 | leaf=1.7320 | ancestor=0.0000 | lr=4.33e-05 | t=36.5s +step=429200 | total=1.6783 | leaf=1.6783 | ancestor=0.0000 | lr=4.32e-05 | t=36.5s +step=429300 | total=1.6113 | leaf=1.6113 | ancestor=0.0000 | lr=4.32e-05 | t=36.5s +step=429400 | total=1.7333 | leaf=1.7333 | ancestor=0.0000 | lr=4.32e-05 | t=36.5s +step=429500 | total=1.6230 | leaf=1.6230 | ancestor=0.0000 | lr=4.31e-05 | t=36.5s +step=429600 | total=1.6701 | leaf=1.6701 | ancestor=0.0000 | lr=4.31e-05 | t=36.5s +step=429700 | total=1.6635 | leaf=1.6635 | ancestor=0.0000 | lr=4.31e-05 | t=36.5s +step=429800 | total=1.7262 | leaf=1.7262 | ancestor=0.0000 | lr=4.30e-05 | t=36.5s +step=429900 | total=1.6292 | leaf=1.6292 | ancestor=0.0000 | lr=4.30e-05 | t=36.5s +step=430000 | total=1.7461 | leaf=1.7461 | ancestor=0.0000 | lr=4.30e-05 | t=36.5s + VAL | loss_leaf=1.6844 | loss_ancestor=0.0000 | loss_total=1.6844 + Saved checkpoint: outputs/sad_block_ar/ckpt_430000.pt +step=430100 | total=1.6373 | leaf=1.6373 | ancestor=0.0000 | lr=4.29e-05 | t=49.6s +step=430200 | total=1.6818 | leaf=1.6818 | ancestor=0.0000 | lr=4.29e-05 | t=36.5s +step=430300 | total=1.7530 | leaf=1.7530 | ancestor=0.0000 | lr=4.28e-05 | t=36.5s +step=430400 | total=1.7251 | leaf=1.7251 | ancestor=0.0000 | lr=4.28e-05 | t=36.5s +step=430500 | total=1.6929 | leaf=1.6929 | ancestor=0.0000 | lr=4.28e-05 | t=36.6s +step=430600 | total=1.6566 | leaf=1.6566 | ancestor=0.0000 | lr=4.27e-05 | t=36.5s +step=430700 | total=1.6726 | leaf=1.6726 | ancestor=0.0000 | lr=4.27e-05 | t=36.5s +step=430800 | total=1.7178 | leaf=1.7178 | ancestor=0.0000 | lr=4.27e-05 | t=36.5s +step=430900 | total=1.6656 | leaf=1.6656 | ancestor=0.0000 | lr=4.26e-05 | t=36.5s +step=431000 | total=1.6438 | leaf=1.6438 | ancestor=0.0000 | lr=4.26e-05 | t=36.5s +step=431100 | total=1.6735 | leaf=1.6735 | ancestor=0.0000 | lr=4.26e-05 | t=36.5s +step=431200 | total=1.6858 | leaf=1.6858 | ancestor=0.0000 | lr=4.25e-05 | t=36.5s +step=431300 | total=1.7218 | leaf=1.7218 | ancestor=0.0000 | lr=4.25e-05 | t=36.5s +step=431400 | total=1.6057 | leaf=1.6057 | ancestor=0.0000 | lr=4.24e-05 | t=36.5s +step=431500 | total=1.6841 | leaf=1.6841 | ancestor=0.0000 | lr=4.24e-05 | t=36.5s +step=431600 | total=1.7246 | leaf=1.7246 | ancestor=0.0000 | lr=4.24e-05 | t=36.5s +step=431700 | total=1.6677 | leaf=1.6677 | ancestor=0.0000 | lr=4.23e-05 | t=36.5s +step=431800 | total=1.6543 | leaf=1.6543 | ancestor=0.0000 | lr=4.23e-05 | t=36.5s +step=431900 | total=1.6448 | leaf=1.6448 | ancestor=0.0000 | lr=4.23e-05 | t=36.5s +step=432000 | total=1.7167 | leaf=1.7167 | ancestor=0.0000 | lr=4.22e-05 | t=36.5s +step=432100 | total=1.6821 | leaf=1.6821 | ancestor=0.0000 | lr=4.22e-05 | t=36.5s +step=432200 | total=1.6323 | leaf=1.6323 | ancestor=0.0000 | lr=4.22e-05 | t=36.5s +step=432300 | total=1.6822 | leaf=1.6822 | ancestor=0.0000 | lr=4.21e-05 | t=36.5s +step=432400 | total=1.6402 | leaf=1.6402 | ancestor=0.0000 | lr=4.21e-05 | t=36.5s +step=432500 | total=1.6900 | leaf=1.6900 | ancestor=0.0000 | lr=4.21e-05 | t=36.5s +step=432600 | total=1.7111 | leaf=1.7111 | ancestor=0.0000 | lr=4.20e-05 | t=36.5s +step=432700 | total=1.6145 | leaf=1.6145 | ancestor=0.0000 | lr=4.20e-05 | t=36.5s +step=432800 | total=1.6623 | leaf=1.6623 | ancestor=0.0000 | lr=4.20e-05 | t=36.6s +step=432900 | total=1.7236 | leaf=1.7236 | ancestor=0.0000 | lr=4.19e-05 | t=36.5s +step=433000 | total=1.7380 | leaf=1.7380 | ancestor=0.0000 | lr=4.19e-05 | t=36.5s +step=433100 | total=1.7063 | leaf=1.7063 | ancestor=0.0000 | lr=4.18e-05 | t=36.5s +step=433200 | total=1.7828 | leaf=1.7828 | ancestor=0.0000 | lr=4.18e-05 | t=36.5s +step=433300 | total=1.6501 | leaf=1.6501 | ancestor=0.0000 | lr=4.18e-05 | t=36.5s +step=433400 | total=1.6677 | leaf=1.6677 | ancestor=0.0000 | lr=4.17e-05 | t=36.5s +step=433500 | total=1.7364 | leaf=1.7364 | ancestor=0.0000 | lr=4.17e-05 | t=36.5s +step=433600 | total=1.6684 | leaf=1.6684 | ancestor=0.0000 | lr=4.17e-05 | t=36.5s +step=433700 | total=1.6194 | leaf=1.6194 | ancestor=0.0000 | lr=4.16e-05 | t=36.5s +step=433800 | total=1.7164 | leaf=1.7164 | ancestor=0.0000 | lr=4.16e-05 | t=36.5s +step=433900 | total=1.6930 | leaf=1.6930 | ancestor=0.0000 | lr=4.16e-05 | t=36.5s +step=434000 | total=1.6328 | leaf=1.6328 | ancestor=0.0000 | lr=4.15e-05 | t=36.5s +step=434100 | total=1.6965 | leaf=1.6965 | ancestor=0.0000 | lr=4.15e-05 | t=36.5s +step=434200 | total=1.6720 | leaf=1.6720 | ancestor=0.0000 | lr=4.15e-05 | t=36.5s +step=434300 | total=1.6979 | leaf=1.6979 | ancestor=0.0000 | lr=4.14e-05 | t=36.5s +step=434400 | total=1.6998 | leaf=1.6998 | ancestor=0.0000 | lr=4.14e-05 | t=36.5s +step=434500 | total=1.7099 | leaf=1.7099 | ancestor=0.0000 | lr=4.14e-05 | t=36.5s +step=434600 | total=1.6757 | leaf=1.6757 | ancestor=0.0000 | lr=4.13e-05 | t=36.5s +step=434700 | total=1.7256 | leaf=1.7256 | ancestor=0.0000 | lr=4.13e-05 | t=36.5s +step=434800 | total=1.7011 | leaf=1.7011 | ancestor=0.0000 | lr=4.13e-05 | t=36.5s +step=434900 | total=1.6890 | leaf=1.6890 | ancestor=0.0000 | lr=4.12e-05 | t=36.5s +step=435000 | total=1.6927 | leaf=1.6927 | ancestor=0.0000 | lr=4.12e-05 | t=36.5s + VAL | loss_leaf=1.6870 | loss_ancestor=0.0000 | loss_total=1.6870 +step=435100 | total=1.7009 | leaf=1.7009 | ancestor=0.0000 | lr=4.12e-05 | t=42.6s +step=435200 | total=1.7272 | leaf=1.7272 | ancestor=0.0000 | lr=4.11e-05 | t=36.5s +step=435300 | total=1.6899 | leaf=1.6899 | ancestor=0.0000 | lr=4.11e-05 | t=36.5s +step=435400 | total=1.6649 | leaf=1.6649 | ancestor=0.0000 | lr=4.11e-05 | t=36.5s +step=435500 | total=1.6363 | leaf=1.6363 | ancestor=0.0000 | lr=4.10e-05 | t=36.5s +step=435600 | total=1.6630 | leaf=1.6630 | ancestor=0.0000 | lr=4.10e-05 | t=36.5s +step=435700 | total=1.5988 | leaf=1.5988 | ancestor=0.0000 | lr=4.10e-05 | t=36.5s +step=435800 | total=1.6822 | leaf=1.6822 | ancestor=0.0000 | lr=4.09e-05 | t=36.5s +step=435900 | total=1.6830 | leaf=1.6830 | ancestor=0.0000 | lr=4.09e-05 | t=36.5s +step=436000 | total=1.6671 | leaf=1.6671 | ancestor=0.0000 | lr=4.09e-05 | t=36.5s +step=436100 | total=1.7266 | leaf=1.7266 | ancestor=0.0000 | lr=4.08e-05 | t=36.5s +step=436200 | total=1.6772 | leaf=1.6772 | ancestor=0.0000 | lr=4.08e-05 | t=36.5s +step=436300 | total=1.6898 | leaf=1.6898 | ancestor=0.0000 | lr=4.08e-05 | t=36.5s +step=436400 | total=1.7789 | leaf=1.7789 | ancestor=0.0000 | lr=4.07e-05 | t=36.5s +step=436500 | total=1.6967 | leaf=1.6967 | ancestor=0.0000 | lr=4.07e-05 | t=36.5s +step=436600 | total=1.7124 | leaf=1.7124 | ancestor=0.0000 | lr=4.07e-05 | t=36.5s +step=436700 | total=1.6638 | leaf=1.6638 | ancestor=0.0000 | lr=4.06e-05 | t=36.5s +step=436800 | total=1.6859 | leaf=1.6859 | ancestor=0.0000 | lr=4.06e-05 | t=36.5s 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t=36.5s +step=438100 | total=1.6783 | leaf=1.6783 | ancestor=0.0000 | lr=4.02e-05 | t=36.5s +step=438200 | total=1.7361 | leaf=1.7361 | ancestor=0.0000 | lr=4.01e-05 | t=36.5s +step=438300 | total=1.6654 | leaf=1.6654 | ancestor=0.0000 | lr=4.01e-05 | t=36.5s +step=438400 | total=1.6514 | leaf=1.6514 | ancestor=0.0000 | lr=4.01e-05 | t=36.5s +step=438500 | total=1.6879 | leaf=1.6879 | ancestor=0.0000 | lr=4.00e-05 | t=36.5s +step=438600 | total=1.6846 | leaf=1.6846 | ancestor=0.0000 | lr=4.00e-05 | t=36.5s +step=438700 | total=1.7061 | leaf=1.7061 | ancestor=0.0000 | lr=4.00e-05 | t=36.5s +step=438800 | total=1.6538 | leaf=1.6538 | ancestor=0.0000 | lr=3.99e-05 | t=36.5s +step=438900 | total=1.7385 | leaf=1.7385 | ancestor=0.0000 | lr=3.99e-05 | t=36.5s +step=439000 | total=1.6933 | leaf=1.6933 | ancestor=0.0000 | lr=3.99e-05 | t=36.5s +step=439100 | total=1.6265 | leaf=1.6265 | ancestor=0.0000 | lr=3.98e-05 | t=36.5s +step=439200 | total=1.6825 | leaf=1.6825 | ancestor=0.0000 | lr=3.98e-05 | t=36.5s +step=439300 | total=1.6949 | leaf=1.6949 | ancestor=0.0000 | lr=3.98e-05 | t=36.5s +step=439400 | total=1.7163 | leaf=1.7163 | ancestor=0.0000 | lr=3.97e-05 | t=36.5s +step=439500 | total=1.6548 | leaf=1.6548 | ancestor=0.0000 | lr=3.97e-05 | t=36.5s +step=439600 | total=1.6805 | leaf=1.6805 | ancestor=0.0000 | lr=3.97e-05 | t=36.5s +step=439700 | total=1.6170 | leaf=1.6170 | ancestor=0.0000 | lr=3.97e-05 | t=36.5s +step=439800 | total=1.7127 | leaf=1.7127 | ancestor=0.0000 | lr=3.96e-05 | t=36.5s +step=439900 | total=1.6930 | leaf=1.6930 | ancestor=0.0000 | lr=3.96e-05 | t=36.5s +step=440000 | total=1.6723 | leaf=1.6723 | ancestor=0.0000 | lr=3.96e-05 | t=36.5s + VAL | loss_leaf=1.6868 | loss_ancestor=0.0000 | loss_total=1.6868 + Saved checkpoint: outputs/sad_block_ar/ckpt_440000.pt +step=440100 | total=1.6435 | leaf=1.6435 | ancestor=0.0000 | lr=3.95e-05 | t=49.5s +step=440200 | total=1.6544 | leaf=1.6544 | ancestor=0.0000 | lr=3.95e-05 | t=36.5s +step=440300 | 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t=36.5s +step=442700 | total=1.6964 | leaf=1.6964 | ancestor=0.0000 | lr=3.87e-05 | t=36.5s +step=442800 | total=1.5986 | leaf=1.5986 | ancestor=0.0000 | lr=3.87e-05 | t=36.5s +step=442900 | total=1.6241 | leaf=1.6241 | ancestor=0.0000 | lr=3.87e-05 | t=36.5s +step=443000 | total=1.6147 | leaf=1.6147 | ancestor=0.0000 | lr=3.86e-05 | t=36.5s +step=443100 | total=1.6639 | leaf=1.6639 | ancestor=0.0000 | lr=3.86e-05 | t=36.5s +step=443200 | total=1.6297 | leaf=1.6297 | ancestor=0.0000 | lr=3.86e-05 | t=36.5s +step=443300 | total=1.7196 | leaf=1.7196 | ancestor=0.0000 | lr=3.85e-05 | t=36.5s +step=443400 | total=1.6438 | leaf=1.6438 | ancestor=0.0000 | lr=3.85e-05 | t=36.5s +step=443500 | total=1.6953 | leaf=1.6953 | ancestor=0.0000 | lr=3.85e-05 | t=36.5s +step=443600 | total=1.6661 | leaf=1.6661 | ancestor=0.0000 | lr=3.85e-05 | t=36.5s +step=443700 | total=1.6675 | leaf=1.6675 | ancestor=0.0000 | lr=3.84e-05 | t=36.5s +step=443800 | total=1.7045 | leaf=1.7045 | ancestor=0.0000 | lr=3.84e-05 | t=36.5s +step=443900 | total=1.6281 | leaf=1.6281 | ancestor=0.0000 | lr=3.84e-05 | t=36.5s +step=444000 | total=1.6706 | leaf=1.6706 | ancestor=0.0000 | lr=3.83e-05 | t=36.5s +step=444100 | total=1.7094 | leaf=1.7094 | ancestor=0.0000 | lr=3.83e-05 | t=36.5s +step=444200 | total=1.6780 | leaf=1.6780 | ancestor=0.0000 | lr=3.83e-05 | t=36.5s +step=444300 | total=1.6462 | leaf=1.6462 | ancestor=0.0000 | lr=3.82e-05 | t=36.5s +step=444400 | total=1.7155 | leaf=1.7155 | ancestor=0.0000 | lr=3.82e-05 | t=36.5s +step=444500 | total=1.7299 | leaf=1.7299 | ancestor=0.0000 | lr=3.82e-05 | t=36.5s +step=444600 | total=1.7045 | leaf=1.7045 | ancestor=0.0000 | lr=3.82e-05 | t=36.5s +step=444700 | total=1.6298 | leaf=1.6298 | ancestor=0.0000 | lr=3.81e-05 | t=36.5s +step=444800 | total=1.6954 | leaf=1.6954 | ancestor=0.0000 | lr=3.81e-05 | t=36.5s +step=444900 | total=1.6902 | leaf=1.6902 | ancestor=0.0000 | lr=3.81e-05 | t=36.5s +step=445000 | total=1.6882 | leaf=1.6882 | ancestor=0.0000 | lr=3.80e-05 | t=36.5s + VAL | loss_leaf=1.6846 | loss_ancestor=0.0000 | loss_total=1.6846 +step=445100 | total=1.7471 | leaf=1.7471 | ancestor=0.0000 | lr=3.80e-05 | t=42.6s +step=445200 | total=1.6617 | leaf=1.6617 | ancestor=0.0000 | lr=3.80e-05 | t=36.5s +step=445300 | total=1.6326 | leaf=1.6326 | ancestor=0.0000 | lr=3.80e-05 | t=36.5s +step=445400 | total=1.6421 | leaf=1.6421 | ancestor=0.0000 | lr=3.79e-05 | t=36.5s +step=445500 | total=1.6611 | leaf=1.6611 | ancestor=0.0000 | lr=3.79e-05 | t=36.5s +step=445600 | total=1.6897 | leaf=1.6897 | ancestor=0.0000 | lr=3.79e-05 | t=36.5s +step=445700 | total=1.6454 | leaf=1.6454 | ancestor=0.0000 | lr=3.78e-05 | t=36.5s +step=445800 | total=1.7637 | leaf=1.7637 | ancestor=0.0000 | lr=3.78e-05 | t=36.5s +step=445900 | total=1.7016 | leaf=1.7016 | ancestor=0.0000 | lr=3.78e-05 | t=36.5s +step=446000 | total=1.6011 | leaf=1.6011 | ancestor=0.0000 | lr=3.78e-05 | t=36.5s +step=446100 | total=1.6197 | leaf=1.6197 | ancestor=0.0000 | lr=3.77e-05 | t=36.5s +step=446200 | total=1.7137 | leaf=1.7137 | ancestor=0.0000 | lr=3.77e-05 | t=36.5s +step=446300 | total=1.6805 | leaf=1.6805 | ancestor=0.0000 | lr=3.77e-05 | t=36.5s +step=446400 | total=1.7011 | leaf=1.7011 | ancestor=0.0000 | lr=3.76e-05 | t=36.5s +step=446500 | total=1.6772 | leaf=1.6772 | ancestor=0.0000 | lr=3.76e-05 | t=36.5s +step=446600 | total=1.6629 | leaf=1.6629 | ancestor=0.0000 | lr=3.76e-05 | t=36.5s +step=446700 | total=1.6862 | leaf=1.6862 | ancestor=0.0000 | lr=3.76e-05 | t=36.5s +step=446800 | total=1.7404 | leaf=1.7404 | ancestor=0.0000 | lr=3.75e-05 | t=36.5s +step=446900 | total=1.6646 | leaf=1.6646 | ancestor=0.0000 | lr=3.75e-05 | t=36.5s +step=447000 | total=1.6905 | leaf=1.6905 | ancestor=0.0000 | lr=3.75e-05 | t=36.5s +step=447100 | total=1.6964 | leaf=1.6964 | ancestor=0.0000 | lr=3.74e-05 | t=36.5s +step=447200 | total=1.7000 | leaf=1.7000 | ancestor=0.0000 | lr=3.74e-05 | t=36.5s +step=447300 | total=1.6909 | leaf=1.6909 | ancestor=0.0000 | lr=3.74e-05 | t=36.5s +step=447400 | total=1.6980 | leaf=1.6980 | ancestor=0.0000 | lr=3.74e-05 | t=36.5s +step=447500 | total=1.6770 | leaf=1.6770 | ancestor=0.0000 | lr=3.73e-05 | t=36.5s +step=447600 | total=1.7255 | leaf=1.7255 | ancestor=0.0000 | lr=3.73e-05 | t=36.5s +step=447700 | total=1.5994 | leaf=1.5994 | ancestor=0.0000 | lr=3.73e-05 | t=36.5s +step=447800 | total=1.6306 | leaf=1.6306 | ancestor=0.0000 | lr=3.73e-05 | t=36.5s +step=447900 | total=1.6400 | leaf=1.6400 | ancestor=0.0000 | lr=3.72e-05 | t=36.5s +step=448000 | total=1.6906 | leaf=1.6906 | ancestor=0.0000 | lr=3.72e-05 | t=36.5s +step=448100 | total=1.7490 | leaf=1.7490 | ancestor=0.0000 | lr=3.72e-05 | t=36.5s +step=448200 | total=1.6663 | leaf=1.6663 | ancestor=0.0000 | lr=3.71e-05 | t=36.5s +step=448300 | total=1.7345 | leaf=1.7345 | ancestor=0.0000 | lr=3.71e-05 | t=36.6s +step=448400 | total=1.6863 | leaf=1.6863 | ancestor=0.0000 | lr=3.71e-05 | t=36.5s +step=448500 | total=1.8020 | leaf=1.8020 | ancestor=0.0000 | lr=3.71e-05 | t=36.5s +step=448600 | total=1.6439 | leaf=1.6439 | ancestor=0.0000 | lr=3.70e-05 | t=36.5s +step=448700 | total=1.6375 | leaf=1.6375 | ancestor=0.0000 | lr=3.70e-05 | t=36.5s +step=448800 | total=1.7079 | leaf=1.7079 | ancestor=0.0000 | lr=3.70e-05 | t=36.5s +step=448900 | total=1.6769 | leaf=1.6769 | ancestor=0.0000 | lr=3.70e-05 | t=36.5s +step=449000 | total=1.6728 | leaf=1.6728 | ancestor=0.0000 | lr=3.69e-05 | t=36.5s +step=449100 | total=1.6154 | leaf=1.6154 | ancestor=0.0000 | lr=3.69e-05 | t=36.5s +step=449200 | total=1.5756 | leaf=1.5756 | ancestor=0.0000 | lr=3.69e-05 | t=36.5s +step=449300 | total=1.7124 | leaf=1.7124 | ancestor=0.0000 | lr=3.68e-05 | t=36.5s +step=449400 | total=1.6773 | leaf=1.6773 | ancestor=0.0000 | lr=3.68e-05 | t=36.5s +step=449500 | total=1.6457 | leaf=1.6457 | ancestor=0.0000 | lr=3.68e-05 | t=36.5s +step=449600 | total=1.7050 | leaf=1.7050 | ancestor=0.0000 | lr=3.68e-05 | t=36.5s 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leaf=1.7041 | ancestor=0.0000 | lr=3.65e-05 | t=36.5s +step=450800 | total=1.6708 | leaf=1.6708 | ancestor=0.0000 | lr=3.65e-05 | t=36.5s +step=450900 | total=1.6425 | leaf=1.6425 | ancestor=0.0000 | lr=3.64e-05 | t=36.5s +step=451000 | total=1.6644 | leaf=1.6644 | ancestor=0.0000 | lr=3.64e-05 | t=36.5s +step=451100 | total=1.6801 | leaf=1.6801 | ancestor=0.0000 | lr=3.64e-05 | t=36.5s +step=451200 | total=1.7265 | leaf=1.7265 | ancestor=0.0000 | lr=3.63e-05 | t=36.5s +step=451300 | total=1.7451 | leaf=1.7451 | ancestor=0.0000 | lr=3.63e-05 | t=36.5s +step=451400 | total=1.6425 | leaf=1.6425 | ancestor=0.0000 | lr=3.63e-05 | t=36.5s +step=451500 | total=1.6979 | leaf=1.6979 | ancestor=0.0000 | lr=3.63e-05 | t=36.5s +step=451600 | total=1.6295 | leaf=1.6295 | ancestor=0.0000 | lr=3.62e-05 | t=36.5s +step=451700 | total=1.7173 | leaf=1.7173 | ancestor=0.0000 | lr=3.62e-05 | t=36.5s +step=451800 | total=1.7367 | leaf=1.7367 | ancestor=0.0000 | lr=3.62e-05 | t=36.5s +step=451900 | total=1.7205 | leaf=1.7205 | ancestor=0.0000 | lr=3.62e-05 | t=36.5s +step=452000 | total=1.6292 | leaf=1.6292 | ancestor=0.0000 | lr=3.61e-05 | t=36.5s +step=452100 | total=1.7079 | leaf=1.7079 | ancestor=0.0000 | lr=3.61e-05 | t=36.5s +step=452200 | total=1.7176 | leaf=1.7176 | ancestor=0.0000 | lr=3.61e-05 | t=36.5s +step=452300 | total=1.7058 | leaf=1.7058 | ancestor=0.0000 | lr=3.61e-05 | t=36.5s +step=452400 | total=1.6181 | leaf=1.6181 | ancestor=0.0000 | lr=3.60e-05 | t=36.5s +step=452500 | total=1.5926 | leaf=1.5926 | ancestor=0.0000 | lr=3.60e-05 | t=36.5s +step=452600 | total=1.7121 | leaf=1.7121 | ancestor=0.0000 | lr=3.60e-05 | t=36.5s +step=452700 | total=1.6812 | leaf=1.6812 | ancestor=0.0000 | lr=3.60e-05 | t=36.5s +step=452800 | total=1.7041 | leaf=1.7041 | ancestor=0.0000 | lr=3.59e-05 | t=36.5s +step=452900 | total=1.6505 | leaf=1.6505 | ancestor=0.0000 | lr=3.59e-05 | t=36.5s +step=453000 | total=1.6677 | leaf=1.6677 | ancestor=0.0000 | lr=3.59e-05 | t=36.5s 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t=36.5s +step=454300 | total=1.6407 | leaf=1.6407 | ancestor=0.0000 | lr=3.56e-05 | t=36.5s +step=454400 | total=1.7448 | leaf=1.7448 | ancestor=0.0000 | lr=3.55e-05 | t=36.5s +step=454500 | total=1.7359 | leaf=1.7359 | ancestor=0.0000 | lr=3.55e-05 | t=36.5s +step=454600 | total=1.6174 | leaf=1.6174 | ancestor=0.0000 | lr=3.55e-05 | t=36.5s +step=454700 | total=1.6888 | leaf=1.6888 | ancestor=0.0000 | lr=3.55e-05 | t=36.5s +step=454800 | total=1.6861 | leaf=1.6861 | ancestor=0.0000 | lr=3.55e-05 | t=36.5s +step=454900 | total=1.7140 | leaf=1.7140 | ancestor=0.0000 | lr=3.54e-05 | t=36.5s +step=455000 | total=1.7282 | leaf=1.7282 | ancestor=0.0000 | lr=3.54e-05 | t=36.5s + VAL | loss_leaf=1.6825 | loss_ancestor=0.0000 | loss_total=1.6825 +step=455100 | total=1.7300 | leaf=1.7300 | ancestor=0.0000 | lr=3.54e-05 | t=42.6s +step=455200 | total=1.6820 | leaf=1.6820 | ancestor=0.0000 | lr=3.54e-05 | t=36.5s +step=455300 | total=1.7137 | leaf=1.7137 | ancestor=0.0000 | lr=3.53e-05 | t=36.5s 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t=36.5s +step=456600 | total=1.6748 | leaf=1.6748 | ancestor=0.0000 | lr=3.50e-05 | t=36.5s +step=456700 | total=1.7379 | leaf=1.7379 | ancestor=0.0000 | lr=3.50e-05 | t=36.5s +step=456800 | total=1.7017 | leaf=1.7017 | ancestor=0.0000 | lr=3.50e-05 | t=36.5s +step=456900 | total=1.7291 | leaf=1.7291 | ancestor=0.0000 | lr=3.50e-05 | t=36.5s +step=457000 | total=1.6710 | leaf=1.6710 | ancestor=0.0000 | lr=3.49e-05 | t=36.5s +step=457100 | total=1.7136 | leaf=1.7136 | ancestor=0.0000 | lr=3.49e-05 | t=36.5s +step=457200 | total=1.5919 | leaf=1.5919 | ancestor=0.0000 | lr=3.49e-05 | t=36.5s +step=457300 | total=1.7094 | leaf=1.7094 | ancestor=0.0000 | lr=3.49e-05 | t=36.5s +step=457400 | total=1.7126 | leaf=1.7126 | ancestor=0.0000 | lr=3.48e-05 | t=36.5s +step=457500 | total=1.7155 | leaf=1.7155 | ancestor=0.0000 | lr=3.48e-05 | t=36.5s +step=457600 | total=1.6949 | leaf=1.6949 | ancestor=0.0000 | lr=3.48e-05 | t=36.5s +step=457700 | total=1.7081 | leaf=1.7081 | ancestor=0.0000 | lr=3.48e-05 | t=36.5s +step=457800 | total=1.6898 | leaf=1.6898 | ancestor=0.0000 | lr=3.48e-05 | t=36.5s +step=457900 | total=1.6378 | leaf=1.6378 | ancestor=0.0000 | lr=3.47e-05 | t=36.5s +step=458000 | total=1.6830 | leaf=1.6830 | ancestor=0.0000 | lr=3.47e-05 | t=36.5s +step=458100 | total=1.6912 | leaf=1.6912 | ancestor=0.0000 | lr=3.47e-05 | t=36.5s +step=458200 | total=1.6600 | leaf=1.6600 | ancestor=0.0000 | lr=3.47e-05 | t=36.5s +step=458300 | total=1.6759 | leaf=1.6759 | ancestor=0.0000 | lr=3.46e-05 | t=36.5s +step=458400 | total=1.6538 | leaf=1.6538 | ancestor=0.0000 | lr=3.46e-05 | t=36.5s +step=458500 | total=1.6956 | leaf=1.6956 | ancestor=0.0000 | lr=3.46e-05 | t=36.5s +step=458600 | total=1.6554 | leaf=1.6554 | ancestor=0.0000 | lr=3.46e-05 | t=36.5s +step=458700 | total=1.6142 | leaf=1.6142 | ancestor=0.0000 | lr=3.46e-05 | t=36.5s +step=458800 | total=1.7211 | leaf=1.7211 | ancestor=0.0000 | lr=3.45e-05 | t=36.5s +step=458900 | total=1.6619 | leaf=1.6619 | ancestor=0.0000 | lr=3.45e-05 | t=36.5s +step=459000 | total=1.6088 | leaf=1.6088 | ancestor=0.0000 | lr=3.45e-05 | t=36.5s +step=459100 | total=1.7472 | leaf=1.7472 | ancestor=0.0000 | lr=3.45e-05 | t=36.5s +step=459200 | total=1.7163 | leaf=1.7163 | ancestor=0.0000 | lr=3.44e-05 | t=36.5s +step=459300 | total=1.7234 | leaf=1.7234 | ancestor=0.0000 | lr=3.44e-05 | t=36.5s +step=459400 | total=1.6653 | leaf=1.6653 | ancestor=0.0000 | lr=3.44e-05 | t=36.5s +step=459500 | total=1.7426 | leaf=1.7426 | ancestor=0.0000 | lr=3.44e-05 | t=36.5s +step=459600 | total=1.6750 | leaf=1.6750 | ancestor=0.0000 | lr=3.44e-05 | t=36.5s +step=459700 | total=1.6924 | leaf=1.6924 | ancestor=0.0000 | lr=3.43e-05 | t=36.5s +step=459800 | total=1.7059 | leaf=1.7059 | ancestor=0.0000 | lr=3.43e-05 | t=36.5s +step=459900 | total=1.7233 | leaf=1.7233 | ancestor=0.0000 | lr=3.43e-05 | t=36.5s +step=460000 | total=1.6695 | leaf=1.6695 | ancestor=0.0000 | lr=3.43e-05 | t=36.5s + VAL | loss_leaf=1.6828 | loss_ancestor=0.0000 | loss_total=1.6828 + Saved checkpoint: outputs/sad_block_ar/ckpt_460000.pt +step=460100 | total=1.6595 | leaf=1.6595 | ancestor=0.0000 | lr=3.43e-05 | t=49.6s +step=460200 | total=1.6762 | leaf=1.6762 | ancestor=0.0000 | lr=3.42e-05 | t=36.5s +step=460300 | total=1.6779 | leaf=1.6779 | ancestor=0.0000 | lr=3.42e-05 | t=36.5s +step=460400 | total=1.7232 | leaf=1.7232 | ancestor=0.0000 | lr=3.42e-05 | t=36.5s +step=460500 | total=1.6471 | leaf=1.6471 | ancestor=0.0000 | lr=3.42e-05 | t=36.5s +step=460600 | total=1.6226 | leaf=1.6226 | ancestor=0.0000 | lr=3.41e-05 | t=36.5s +step=460700 | total=1.6672 | leaf=1.6672 | ancestor=0.0000 | lr=3.41e-05 | t=36.5s +step=460800 | total=1.7142 | leaf=1.7142 | ancestor=0.0000 | lr=3.41e-05 | t=36.5s +step=460900 | total=1.6811 | leaf=1.6811 | ancestor=0.0000 | lr=3.41e-05 | t=36.5s +step=461000 | total=1.6481 | leaf=1.6481 | ancestor=0.0000 | lr=3.41e-05 | t=36.5s +step=461100 | total=1.7078 | leaf=1.7078 | ancestor=0.0000 | lr=3.40e-05 | t=36.5s +step=461200 | total=1.6825 | leaf=1.6825 | ancestor=0.0000 | lr=3.40e-05 | t=36.5s +step=461300 | total=1.7009 | leaf=1.7009 | ancestor=0.0000 | lr=3.40e-05 | t=36.5s +step=461400 | total=1.6201 | leaf=1.6201 | ancestor=0.0000 | lr=3.40e-05 | t=36.5s +step=461500 | total=1.6535 | leaf=1.6535 | ancestor=0.0000 | lr=3.40e-05 | t=36.5s +step=461600 | total=1.6577 | leaf=1.6577 | ancestor=0.0000 | lr=3.39e-05 | t=36.5s +step=461700 | total=1.6497 | leaf=1.6497 | ancestor=0.0000 | lr=3.39e-05 | t=36.5s +step=461800 | total=1.7092 | leaf=1.7092 | ancestor=0.0000 | lr=3.39e-05 | t=36.5s +step=461900 | total=1.7008 | leaf=1.7008 | ancestor=0.0000 | lr=3.39e-05 | t=36.5s +step=462000 | total=1.6778 | leaf=1.6778 | ancestor=0.0000 | lr=3.39e-05 | t=36.5s +step=462100 | total=1.7256 | leaf=1.7256 | ancestor=0.0000 | lr=3.38e-05 | t=36.5s +step=462200 | total=1.6226 | leaf=1.6226 | ancestor=0.0000 | lr=3.38e-05 | t=36.5s +step=462300 | total=1.6218 | leaf=1.6218 | ancestor=0.0000 | lr=3.38e-05 | t=36.5s +step=462400 | total=1.7738 | leaf=1.7738 | ancestor=0.0000 | lr=3.38e-05 | t=36.5s +step=462500 | total=1.7065 | leaf=1.7065 | ancestor=0.0000 | lr=3.38e-05 | t=36.5s +step=462600 | total=1.6780 | leaf=1.6780 | ancestor=0.0000 | lr=3.37e-05 | t=36.5s +step=462700 | total=1.6384 | leaf=1.6384 | ancestor=0.0000 | lr=3.37e-05 | t=36.5s +step=462800 | total=1.7137 | leaf=1.7137 | ancestor=0.0000 | lr=3.37e-05 | t=36.5s +step=462900 | total=1.6718 | leaf=1.6718 | ancestor=0.0000 | lr=3.37e-05 | t=36.5s +step=463000 | total=1.6435 | leaf=1.6435 | ancestor=0.0000 | lr=3.37e-05 | t=36.5s +step=463100 | total=1.7420 | leaf=1.7420 | ancestor=0.0000 | lr=3.36e-05 | t=36.5s +step=463200 | total=1.6868 | leaf=1.6868 | ancestor=0.0000 | lr=3.36e-05 | t=36.5s +step=463300 | total=1.6570 | leaf=1.6570 | ancestor=0.0000 | lr=3.36e-05 | t=36.5s +step=463400 | total=1.6882 | leaf=1.6882 | ancestor=0.0000 | lr=3.36e-05 | t=36.5s +step=463500 | total=1.6237 | leaf=1.6237 | ancestor=0.0000 | lr=3.36e-05 | t=36.5s +step=463600 | total=1.6495 | leaf=1.6495 | ancestor=0.0000 | lr=3.35e-05 | t=36.5s +step=463700 | total=1.6634 | leaf=1.6634 | ancestor=0.0000 | lr=3.35e-05 | t=36.5s +step=463800 | total=1.7231 | leaf=1.7231 | ancestor=0.0000 | lr=3.35e-05 | t=36.6s +step=463900 | total=1.6642 | leaf=1.6642 | ancestor=0.0000 | lr=3.35e-05 | t=36.5s +step=464000 | total=1.6562 | leaf=1.6562 | ancestor=0.0000 | lr=3.35e-05 | t=36.5s +step=464100 | total=1.6536 | leaf=1.6536 | ancestor=0.0000 | lr=3.34e-05 | t=36.5s +step=464200 | total=1.6755 | leaf=1.6755 | ancestor=0.0000 | lr=3.34e-05 | t=36.5s +step=464300 | total=1.6951 | leaf=1.6951 | ancestor=0.0000 | lr=3.34e-05 | t=36.5s +step=464400 | total=1.6103 | leaf=1.6103 | ancestor=0.0000 | lr=3.34e-05 | t=36.5s +step=464500 | total=1.5727 | leaf=1.5727 | ancestor=0.0000 | lr=3.34e-05 | t=36.5s +step=464600 | total=1.6511 | leaf=1.6511 | ancestor=0.0000 | lr=3.34e-05 | t=36.5s +step=464700 | total=1.6417 | leaf=1.6417 | ancestor=0.0000 | lr=3.33e-05 | t=36.5s +step=464800 | total=1.6930 | leaf=1.6930 | ancestor=0.0000 | lr=3.33e-05 | t=36.5s +step=464900 | total=1.6279 | leaf=1.6279 | ancestor=0.0000 | lr=3.33e-05 | t=36.5s +step=465000 | total=1.6911 | leaf=1.6911 | ancestor=0.0000 | lr=3.33e-05 | t=36.5s + VAL | loss_leaf=1.6821 | loss_ancestor=0.0000 | loss_total=1.6821 +step=465100 | total=1.7087 | leaf=1.7087 | ancestor=0.0000 | lr=3.33e-05 | t=42.6s +step=465200 | total=1.6321 | leaf=1.6321 | ancestor=0.0000 | lr=3.32e-05 | t=36.5s +step=465300 | total=1.6744 | leaf=1.6744 | ancestor=0.0000 | lr=3.32e-05 | t=36.5s +step=465400 | total=1.6471 | leaf=1.6471 | ancestor=0.0000 | lr=3.32e-05 | t=36.5s +step=465500 | total=1.7004 | leaf=1.7004 | ancestor=0.0000 | lr=3.32e-05 | t=36.5s +step=465600 | total=1.7184 | leaf=1.7184 | ancestor=0.0000 | lr=3.32e-05 | t=36.5s +step=465700 | total=1.7228 | leaf=1.7228 | ancestor=0.0000 | lr=3.31e-05 | t=36.5s +step=465800 | total=1.7162 | leaf=1.7162 | ancestor=0.0000 | lr=3.31e-05 | t=36.5s +step=465900 | total=1.6905 | leaf=1.6905 | ancestor=0.0000 | lr=3.31e-05 | t=36.5s +step=466000 | total=1.6318 | leaf=1.6318 | ancestor=0.0000 | lr=3.31e-05 | t=36.5s +step=466100 | total=1.6856 | leaf=1.6856 | ancestor=0.0000 | lr=3.31e-05 | t=36.5s +step=466200 | total=1.6975 | leaf=1.6975 | ancestor=0.0000 | lr=3.31e-05 | t=36.5s +step=466300 | total=1.6787 | leaf=1.6787 | ancestor=0.0000 | lr=3.30e-05 | t=36.5s +step=466400 | total=1.6825 | leaf=1.6825 | ancestor=0.0000 | lr=3.30e-05 | t=36.5s +step=466500 | total=1.6768 | leaf=1.6768 | ancestor=0.0000 | lr=3.30e-05 | t=36.5s +step=466600 | total=1.6564 | leaf=1.6564 | ancestor=0.0000 | lr=3.30e-05 | t=36.5s +step=466700 | total=1.7134 | leaf=1.7134 | ancestor=0.0000 | lr=3.30e-05 | t=36.5s +step=466800 | total=1.5932 | leaf=1.5932 | ancestor=0.0000 | lr=3.30e-05 | t=36.5s +step=466900 | total=1.6618 | leaf=1.6618 | ancestor=0.0000 | lr=3.29e-05 | t=37.0s +step=467000 | total=1.6918 | leaf=1.6918 | ancestor=0.0000 | lr=3.29e-05 | t=36.5s +step=467100 | total=1.6650 | leaf=1.6650 | ancestor=0.0000 | lr=3.29e-05 | t=36.5s +step=467200 | total=1.7267 | leaf=1.7267 | ancestor=0.0000 | lr=3.29e-05 | t=36.5s +step=467300 | total=1.6797 | leaf=1.6797 | ancestor=0.0000 | lr=3.29e-05 | t=36.5s +step=467400 | total=1.6220 | leaf=1.6220 | ancestor=0.0000 | lr=3.28e-05 | t=36.5s +step=467500 | total=1.7034 | leaf=1.7034 | ancestor=0.0000 | lr=3.28e-05 | t=36.5s +step=467600 | total=1.7055 | leaf=1.7055 | ancestor=0.0000 | lr=3.28e-05 | t=36.5s +step=467700 | total=1.6010 | leaf=1.6010 | ancestor=0.0000 | lr=3.28e-05 | t=36.5s +step=467800 | total=1.6681 | leaf=1.6681 | ancestor=0.0000 | lr=3.28e-05 | t=36.5s +step=467900 | total=1.6681 | leaf=1.6681 | ancestor=0.0000 | lr=3.28e-05 | t=36.5s +step=468000 | total=1.6830 | leaf=1.6830 | ancestor=0.0000 | lr=3.27e-05 | t=36.5s +step=468100 | total=1.6952 | leaf=1.6952 | ancestor=0.0000 | lr=3.27e-05 | t=36.5s +step=468200 | total=1.7275 | leaf=1.7275 | ancestor=0.0000 | lr=3.27e-05 | t=36.5s +step=468300 | total=1.6997 | leaf=1.6997 | ancestor=0.0000 | lr=3.27e-05 | t=36.5s +step=468400 | total=1.6750 | leaf=1.6750 | ancestor=0.0000 | lr=3.27e-05 | t=36.5s +step=468500 | total=1.5669 | leaf=1.5669 | ancestor=0.0000 | lr=3.27e-05 | t=36.5s +step=468600 | total=1.7080 | leaf=1.7080 | ancestor=0.0000 | lr=3.26e-05 | t=36.5s +step=468700 | total=1.6295 | leaf=1.6295 | ancestor=0.0000 | lr=3.26e-05 | t=36.5s +step=468800 | total=1.6874 | leaf=1.6874 | ancestor=0.0000 | lr=3.26e-05 | t=36.5s +step=468900 | total=1.6854 | leaf=1.6854 | ancestor=0.0000 | lr=3.26e-05 | t=36.5s +step=469000 | total=1.6710 | leaf=1.6710 | ancestor=0.0000 | lr=3.26e-05 | t=36.5s +step=469100 | total=1.7144 | leaf=1.7144 | ancestor=0.0000 | lr=3.26e-05 | t=36.5s +step=469200 | total=1.6794 | leaf=1.6794 | ancestor=0.0000 | lr=3.25e-05 | t=36.5s +step=469300 | total=1.6610 | leaf=1.6610 | ancestor=0.0000 | lr=3.25e-05 | t=36.5s +step=469400 | total=1.7451 | leaf=1.7451 | ancestor=0.0000 | lr=3.25e-05 | t=36.5s +step=469500 | total=1.7001 | leaf=1.7001 | ancestor=0.0000 | lr=3.25e-05 | t=36.5s +step=469600 | total=1.5940 | leaf=1.5940 | ancestor=0.0000 | lr=3.25e-05 | t=36.5s +step=469700 | total=1.7259 | leaf=1.7259 | ancestor=0.0000 | lr=3.25e-05 | t=36.5s +step=469800 | total=1.7120 | leaf=1.7120 | ancestor=0.0000 | lr=3.24e-05 | t=36.5s +step=469900 | total=1.6528 | leaf=1.6528 | ancestor=0.0000 | lr=3.24e-05 | t=36.5s +step=470000 | total=1.6743 | leaf=1.6743 | ancestor=0.0000 | lr=3.24e-05 | t=36.5s + VAL | loss_leaf=1.6840 | loss_ancestor=0.0000 | loss_total=1.6840 + Saved checkpoint: outputs/sad_block_ar/ckpt_470000.pt +step=470100 | total=1.6932 | leaf=1.6932 | ancestor=0.0000 | lr=3.24e-05 | t=49.5s +step=470200 | total=1.6688 | leaf=1.6688 | ancestor=0.0000 | lr=3.24e-05 | t=36.5s +step=470300 | total=1.6894 | leaf=1.6894 | ancestor=0.0000 | lr=3.24e-05 | t=36.5s +step=470400 | total=1.6452 | leaf=1.6452 | ancestor=0.0000 | lr=3.23e-05 | t=36.5s +step=470500 | total=1.7372 | leaf=1.7372 | ancestor=0.0000 | lr=3.23e-05 | t=36.5s +step=470600 | total=1.6982 | leaf=1.6982 | ancestor=0.0000 | lr=3.23e-05 | t=36.5s +step=470700 | total=1.6309 | leaf=1.6309 | ancestor=0.0000 | lr=3.23e-05 | t=36.5s +step=470800 | total=1.6883 | leaf=1.6883 | ancestor=0.0000 | lr=3.23e-05 | t=36.5s +step=470900 | total=1.6150 | leaf=1.6150 | ancestor=0.0000 | lr=3.23e-05 | t=36.5s +step=471000 | total=1.6791 | leaf=1.6791 | ancestor=0.0000 | lr=3.23e-05 | t=36.5s +step=471100 | total=1.6949 | leaf=1.6949 | ancestor=0.0000 | lr=3.22e-05 | t=36.5s +step=471200 | total=1.6927 | leaf=1.6927 | ancestor=0.0000 | lr=3.22e-05 | t=36.5s +step=471300 | total=1.6214 | leaf=1.6214 | ancestor=0.0000 | lr=3.22e-05 | t=36.5s +step=471400 | total=1.6829 | leaf=1.6829 | ancestor=0.0000 | lr=3.22e-05 | t=36.5s +step=471500 | total=1.6746 | leaf=1.6746 | ancestor=0.0000 | lr=3.22e-05 | t=36.5s 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t=36.5s +step=472800 | total=1.6604 | leaf=1.6604 | ancestor=0.0000 | lr=3.20e-05 | t=36.5s +step=472900 | total=1.6220 | leaf=1.6220 | ancestor=0.0000 | lr=3.20e-05 | t=36.5s +step=473000 | total=1.6401 | leaf=1.6401 | ancestor=0.0000 | lr=3.20e-05 | t=36.5s +step=473100 | total=1.6190 | leaf=1.6190 | ancestor=0.0000 | lr=3.19e-05 | t=36.5s +step=473200 | total=1.6690 | leaf=1.6690 | ancestor=0.0000 | lr=3.19e-05 | t=36.5s +step=473300 | total=1.7098 | leaf=1.7098 | ancestor=0.0000 | lr=3.19e-05 | t=36.5s +step=473400 | total=1.6940 | leaf=1.6940 | ancestor=0.0000 | lr=3.19e-05 | t=36.5s +step=473500 | total=1.5978 | leaf=1.5978 | ancestor=0.0000 | lr=3.19e-05 | t=36.5s +step=473600 | total=1.6938 | leaf=1.6938 | ancestor=0.0000 | lr=3.19e-05 | t=36.5s +step=473700 | total=1.6753 | leaf=1.6753 | ancestor=0.0000 | lr=3.19e-05 | t=36.5s +step=473800 | total=1.7129 | leaf=1.7129 | ancestor=0.0000 | lr=3.18e-05 | t=36.5s +step=473900 | total=1.6640 | leaf=1.6640 | ancestor=0.0000 | lr=3.18e-05 | t=36.5s +step=474000 | total=1.5989 | leaf=1.5989 | ancestor=0.0000 | lr=3.18e-05 | t=36.5s +step=474100 | total=1.6415 | leaf=1.6415 | ancestor=0.0000 | lr=3.18e-05 | t=36.5s +step=474200 | total=1.6391 | leaf=1.6391 | ancestor=0.0000 | lr=3.18e-05 | t=36.5s +step=474300 | total=1.6629 | leaf=1.6629 | ancestor=0.0000 | lr=3.18e-05 | t=36.5s +step=474400 | total=1.6339 | leaf=1.6339 | ancestor=0.0000 | lr=3.18e-05 | t=36.5s +step=474500 | total=1.6695 | leaf=1.6695 | ancestor=0.0000 | lr=3.17e-05 | t=36.5s +step=474600 | total=1.7453 | leaf=1.7453 | ancestor=0.0000 | lr=3.17e-05 | t=36.5s +step=474700 | total=1.6835 | leaf=1.6835 | ancestor=0.0000 | lr=3.17e-05 | t=36.5s +step=474800 | total=1.6890 | leaf=1.6890 | ancestor=0.0000 | lr=3.17e-05 | t=36.5s +step=474900 | total=1.6017 | leaf=1.6017 | ancestor=0.0000 | lr=3.17e-05 | t=36.5s +step=475000 | total=1.6999 | leaf=1.6999 | ancestor=0.0000 | lr=3.17e-05 | t=36.5s + VAL | loss_leaf=1.6831 | loss_ancestor=0.0000 | loss_total=1.6831 +step=475100 | total=1.6355 | leaf=1.6355 | ancestor=0.0000 | lr=3.17e-05 | t=42.6s +step=475200 | total=1.6496 | leaf=1.6496 | ancestor=0.0000 | lr=3.16e-05 | t=36.5s +step=475300 | total=1.6920 | leaf=1.6920 | ancestor=0.0000 | lr=3.16e-05 | t=36.5s +step=475400 | total=1.6784 | leaf=1.6784 | ancestor=0.0000 | lr=3.16e-05 | t=36.5s +step=475500 | total=1.6773 | leaf=1.6773 | ancestor=0.0000 | lr=3.16e-05 | t=36.5s +step=475600 | total=1.6431 | leaf=1.6431 | ancestor=0.0000 | lr=3.16e-05 | t=36.5s +step=475700 | total=1.6902 | leaf=1.6902 | ancestor=0.0000 | lr=3.16e-05 | t=36.5s +step=475800 | total=1.6702 | leaf=1.6702 | ancestor=0.0000 | lr=3.16e-05 | t=36.5s +step=475900 | total=1.6905 | leaf=1.6905 | ancestor=0.0000 | lr=3.16e-05 | t=36.5s +step=476000 | total=1.7148 | leaf=1.7148 | ancestor=0.0000 | lr=3.15e-05 | t=36.5s +step=476100 | total=1.6335 | leaf=1.6335 | ancestor=0.0000 | lr=3.15e-05 | t=36.5s +step=476200 | total=1.7037 | leaf=1.7037 | ancestor=0.0000 | lr=3.15e-05 | t=36.5s +step=476300 | total=1.7095 | leaf=1.7095 | ancestor=0.0000 | lr=3.15e-05 | t=36.5s +step=476400 | total=1.6566 | leaf=1.6566 | ancestor=0.0000 | lr=3.15e-05 | t=36.5s +step=476500 | total=1.6215 | leaf=1.6215 | ancestor=0.0000 | lr=3.15e-05 | t=36.5s +step=476600 | total=1.6524 | leaf=1.6524 | ancestor=0.0000 | lr=3.15e-05 | t=36.5s +step=476700 | total=1.6502 | leaf=1.6502 | ancestor=0.0000 | lr=3.15e-05 | t=36.5s +step=476800 | total=1.7263 | leaf=1.7263 | ancestor=0.0000 | lr=3.14e-05 | t=36.5s +step=476900 | total=1.6293 | leaf=1.6293 | ancestor=0.0000 | lr=3.14e-05 | t=36.5s +step=477000 | total=1.6292 | leaf=1.6292 | ancestor=0.0000 | lr=3.14e-05 | t=36.5s +step=477100 | total=1.6959 | leaf=1.6959 | ancestor=0.0000 | lr=3.14e-05 | t=36.5s +step=477200 | total=1.6913 | leaf=1.6913 | ancestor=0.0000 | lr=3.14e-05 | t=36.5s +step=477300 | total=1.6678 | leaf=1.6678 | ancestor=0.0000 | lr=3.14e-05 | t=36.5s +step=477400 | total=1.6060 | leaf=1.6060 | ancestor=0.0000 | lr=3.14e-05 | t=36.5s +step=477500 | total=1.6745 | leaf=1.6745 | ancestor=0.0000 | lr=3.14e-05 | t=36.5s +step=477600 | total=1.6289 | leaf=1.6289 | ancestor=0.0000 | lr=3.13e-05 | t=36.5s +step=477700 | total=1.6386 | leaf=1.6386 | ancestor=0.0000 | lr=3.13e-05 | t=36.5s +step=477800 | total=1.6720 | leaf=1.6720 | ancestor=0.0000 | lr=3.13e-05 | t=36.5s +step=477900 | total=1.7607 | leaf=1.7607 | ancestor=0.0000 | lr=3.13e-05 | t=36.5s +step=478000 | total=1.7075 | leaf=1.7075 | ancestor=0.0000 | lr=3.13e-05 | t=36.5s +step=478100 | total=1.7297 | leaf=1.7297 | ancestor=0.0000 | lr=3.13e-05 | t=36.5s +step=478200 | total=1.7152 | leaf=1.7152 | ancestor=0.0000 | lr=3.13e-05 | t=36.5s +step=478300 | total=1.6236 | leaf=1.6236 | ancestor=0.0000 | lr=3.13e-05 | t=36.5s +step=478400 | total=1.6581 | leaf=1.6581 | ancestor=0.0000 | lr=3.13e-05 | t=36.5s +step=478500 | total=1.7327 | leaf=1.7327 | ancestor=0.0000 | lr=3.12e-05 | t=36.5s +step=478600 | total=1.7226 | leaf=1.7226 | ancestor=0.0000 | lr=3.12e-05 | t=36.5s +step=478700 | total=1.7410 | leaf=1.7410 | ancestor=0.0000 | lr=3.12e-05 | t=36.5s +step=478800 | total=1.6895 | leaf=1.6895 | ancestor=0.0000 | lr=3.12e-05 | t=36.5s +step=478900 | total=1.6405 | leaf=1.6405 | ancestor=0.0000 | lr=3.12e-05 | t=36.5s +step=479000 | total=1.7311 | leaf=1.7311 | ancestor=0.0000 | lr=3.12e-05 | t=36.5s +step=479100 | total=1.7125 | leaf=1.7125 | ancestor=0.0000 | lr=3.12e-05 | t=36.5s +step=479200 | total=1.5669 | leaf=1.5669 | ancestor=0.0000 | lr=3.12e-05 | t=36.6s +step=479300 | total=1.6522 | leaf=1.6522 | ancestor=0.0000 | lr=3.11e-05 | t=36.5s +step=479400 | total=1.6418 | leaf=1.6418 | ancestor=0.0000 | lr=3.11e-05 | t=36.5s +step=479500 | total=1.6864 | leaf=1.6864 | ancestor=0.0000 | lr=3.11e-05 | t=36.5s +step=479600 | total=1.7854 | leaf=1.7854 | ancestor=0.0000 | lr=3.11e-05 | t=36.5s +step=479700 | total=1.6819 | leaf=1.6819 | ancestor=0.0000 | lr=3.11e-05 | t=36.5s 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total=1.6282 | leaf=1.6282 | ancestor=0.0000 | lr=3.09e-05 | t=36.5s +step=482100 | total=1.5888 | leaf=1.5888 | ancestor=0.0000 | lr=3.09e-05 | t=36.5s +step=482200 | total=1.6262 | leaf=1.6262 | ancestor=0.0000 | lr=3.09e-05 | t=36.5s +step=482300 | total=1.7265 | leaf=1.7265 | ancestor=0.0000 | lr=3.08e-05 | t=36.5s +step=482400 | total=1.7079 | leaf=1.7079 | ancestor=0.0000 | lr=3.08e-05 | t=36.5s +step=482500 | total=1.6811 | leaf=1.6811 | ancestor=0.0000 | lr=3.08e-05 | t=36.5s +step=482600 | total=1.6914 | leaf=1.6914 | ancestor=0.0000 | lr=3.08e-05 | t=36.5s +step=482700 | total=1.6604 | leaf=1.6604 | ancestor=0.0000 | lr=3.08e-05 | t=36.5s +step=482800 | total=1.7240 | leaf=1.7240 | ancestor=0.0000 | lr=3.08e-05 | t=36.5s +step=482900 | total=1.6885 | leaf=1.6885 | ancestor=0.0000 | lr=3.08e-05 | t=36.5s +step=483000 | total=1.6932 | leaf=1.6932 | ancestor=0.0000 | lr=3.08e-05 | t=36.5s +step=483100 | total=1.7227 | leaf=1.7227 | ancestor=0.0000 | lr=3.08e-05 | t=36.5s 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t=36.5s +step=484400 | total=1.7211 | leaf=1.7211 | ancestor=0.0000 | lr=3.07e-05 | t=36.5s +step=484500 | total=1.6514 | leaf=1.6514 | ancestor=0.0000 | lr=3.06e-05 | t=36.5s +step=484600 | total=1.6237 | leaf=1.6237 | ancestor=0.0000 | lr=3.06e-05 | t=36.5s +step=484700 | total=1.6759 | leaf=1.6759 | ancestor=0.0000 | lr=3.06e-05 | t=36.5s +step=484800 | total=1.6308 | leaf=1.6308 | ancestor=0.0000 | lr=3.06e-05 | t=36.5s +step=484900 | total=1.6310 | leaf=1.6310 | ancestor=0.0000 | lr=3.06e-05 | t=36.5s +step=485000 | total=1.6973 | leaf=1.6973 | ancestor=0.0000 | lr=3.06e-05 | t=36.5s + VAL | loss_leaf=1.6864 | loss_ancestor=0.0000 | loss_total=1.6864 +step=485100 | total=1.6357 | leaf=1.6357 | ancestor=0.0000 | lr=3.06e-05 | t=42.6s +step=485200 | total=1.6860 | leaf=1.6860 | ancestor=0.0000 | lr=3.06e-05 | t=36.5s +step=485300 | total=1.6595 | leaf=1.6595 | ancestor=0.0000 | lr=3.06e-05 | t=36.5s +step=485400 | total=1.6464 | leaf=1.6464 | ancestor=0.0000 | lr=3.06e-05 | t=36.5s 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t=36.5s +step=486700 | total=1.6153 | leaf=1.6153 | ancestor=0.0000 | lr=3.05e-05 | t=36.5s +step=486800 | total=1.6698 | leaf=1.6698 | ancestor=0.0000 | lr=3.05e-05 | t=36.5s +step=486900 | total=1.6173 | leaf=1.6173 | ancestor=0.0000 | lr=3.05e-05 | t=36.5s +step=487000 | total=1.6633 | leaf=1.6633 | ancestor=0.0000 | lr=3.05e-05 | t=36.5s +step=487100 | total=1.6624 | leaf=1.6624 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=487200 | total=1.6586 | leaf=1.6586 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=487300 | total=1.6723 | leaf=1.6723 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=487400 | total=1.7005 | leaf=1.7005 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=487500 | total=1.6317 | leaf=1.6317 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=487600 | total=1.7381 | leaf=1.7381 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=487700 | total=1.7141 | leaf=1.7141 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=487800 | total=1.6789 | leaf=1.6789 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=487900 | total=1.6465 | leaf=1.6465 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=488000 | total=1.6285 | leaf=1.6285 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=488100 | total=1.6343 | leaf=1.6343 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=488200 | total=1.6349 | leaf=1.6349 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=488300 | total=1.7059 | leaf=1.7059 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=488400 | total=1.6749 | leaf=1.6749 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=488500 | total=1.6238 | leaf=1.6238 | ancestor=0.0000 | lr=3.04e-05 | t=36.5s +step=488600 | total=1.7148 | leaf=1.7148 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=488700 | total=1.6750 | leaf=1.6750 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=488800 | total=1.7260 | leaf=1.7260 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=488900 | total=1.6165 | leaf=1.6165 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=489000 | total=1.6784 | leaf=1.6784 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=489100 | total=1.6984 | leaf=1.6984 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=489200 | total=1.6607 | leaf=1.6607 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=489300 | total=1.6876 | leaf=1.6876 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=489400 | total=1.6916 | leaf=1.6916 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=489500 | total=1.5884 | leaf=1.5884 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=489600 | total=1.6248 | leaf=1.6248 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=489700 | total=1.6069 | leaf=1.6069 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=489800 | total=1.6778 | leaf=1.6778 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=489900 | total=1.6654 | leaf=1.6654 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=490000 | total=1.6537 | leaf=1.6537 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s + VAL | loss_leaf=1.6846 | loss_ancestor=0.0000 | loss_total=1.6846 + Saved checkpoint: outputs/sad_block_ar/ckpt_490000.pt +step=490100 | total=1.6763 | leaf=1.6763 | ancestor=0.0000 | lr=3.03e-05 | t=49.4s +step=490200 | total=1.6128 | leaf=1.6128 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=490300 | total=1.6643 | leaf=1.6643 | ancestor=0.0000 | lr=3.03e-05 | t=36.5s +step=490400 | total=1.7021 | leaf=1.7021 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=490500 | total=1.6334 | leaf=1.6334 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=490600 | total=1.6679 | leaf=1.6679 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=490700 | total=1.6670 | leaf=1.6670 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=490800 | total=1.6515 | leaf=1.6515 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=490900 | total=1.6562 | leaf=1.6562 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=491000 | total=1.6293 | leaf=1.6293 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=491100 | total=1.6663 | leaf=1.6663 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=491200 | total=1.7134 | leaf=1.7134 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=491300 | total=1.7336 | leaf=1.7336 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=491400 | total=1.6362 | leaf=1.6362 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=491500 | total=1.7550 | leaf=1.7550 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=491600 | total=1.7021 | leaf=1.7021 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=491700 | total=1.6645 | leaf=1.6645 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=491800 | total=1.6606 | leaf=1.6606 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=491900 | total=1.7235 | leaf=1.7235 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=492000 | total=1.7000 | leaf=1.7000 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=492100 | total=1.7312 | leaf=1.7312 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=492200 | total=1.6091 | leaf=1.6091 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=492300 | total=1.6991 | leaf=1.6991 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=492400 | total=1.6983 | leaf=1.6983 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=492500 | total=1.6488 | leaf=1.6488 | ancestor=0.0000 | lr=3.02e-05 | t=36.5s +step=492600 | total=1.6369 | leaf=1.6369 | ancestor=0.0000 | lr=3.01e-05 | t=36.5s +step=492700 | total=1.6508 | leaf=1.6508 | ancestor=0.0000 | lr=3.01e-05 | t=36.5s +step=492800 | total=1.6823 | leaf=1.6823 | ancestor=0.0000 | lr=3.01e-05 | t=36.5s +step=492900 | total=1.6603 | leaf=1.6603 | ancestor=0.0000 | lr=3.01e-05 | t=36.5s +step=493000 | total=1.7080 | leaf=1.7080 | ancestor=0.0000 | lr=3.01e-05 | t=36.5s +step=493100 | total=1.6962 | leaf=1.6962 | ancestor=0.0000 | lr=3.01e-05 | t=36.5s +step=493200 | total=1.6647 | leaf=1.6647 | ancestor=0.0000 | lr=3.01e-05 | t=36.5s +step=493300 | total=1.7030 | leaf=1.7030 | ancestor=0.0000 | lr=3.01e-05 | t=36.5s +step=493400 | total=1.6346 | leaf=1.6346 | ancestor=0.0000 | lr=3.01e-05 | t=36.5s +step=493500 | total=1.7063 | leaf=1.7063 | ancestor=0.0000 | lr=3.01e-05 | t=36.5s 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[wandb_init.py:setup_run_log_directory():717] Logging user logs to /home/sunhc/diffusion/sad/wandb/run-20260418_025450-21lli0lp/logs/debug.log +2026-04-18 02:54:50,097 INFO MainThread:3969247 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /home/sunhc/diffusion/sad/wandb/run-20260418_025450-21lli0lp/logs/debug-internal.log +2026-04-18 02:54:50,097 INFO MainThread:3969247 [wandb_init.py:init():844] calling init triggers +2026-04-18 02:54:50,097 INFO MainThread:3969247 [wandb_init.py:init():849] wandb.init called with sweep_config: {} +config: {'model': {'type': 'block_ar', 'vocab_size': 50258, 'hidden_size': 768, 'n_blocks': 12, 'n_heads': 12, 'cond_dim': 128, 'max_seq_len': 512, 'block_size': 8, 'dropout': 0.0, 'num_levels': 2, 'level_sizes': [50258, 128]}, 'ancestor': {'lut_path': 'data/ancestor_lut_50257-128_top3_t1.0.pt', 'proto_path': 'data/hierarchy_prototypes_50257-128.pt'}, 'loss': {'lambda_ancestor': 0.0, 'mask_only': False}, 'training': {'seed': 0, 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0000000000000000000000000000000000000000..bd81f6534c93034bc97d550ef16ca5e3e25b1839 --- /dev/null +++ b/wandb/run-20260420_070520-78zw38po/files/output.log @@ -0,0 +1,389 @@ +full-denoise training: 0%| | 0/500000 [00:00 will be ignored +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] failed while attempting to run meta for aten.expand.default +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] Traceback (most recent call last): +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 2384, in _dispatch_impl +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] r = func(*args, **kwargs) +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] ^^^^^^^^^^^^^^^^^^^^^ +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 723, in __call__ +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] return self._op(*args, **kwargs) +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] ^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_refs/__init__.py", line 3025, in expand +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] torch._check( +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1656, in _check +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] _check_with(RuntimeError, cond, message) +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1638, in _check_with +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] raise error_type(message_evaluated) +[rank0]:E0420 07:05:23.219000 1749141 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] RuntimeError: expand: attempting to expand a dimension of length 64! +Traceback (most recent call last): + File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 491, in main + loss, metrics = full_denoise_step( + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train.py", line 265, in full_denoise_step + leaf_logits, _ = model( + ^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 574, in _fn + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/external_utils.py", line 45, in inner + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1643, in forward + else self._run_ddp_forward(*inputs, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1459, in _run_ddp_forward + return self.module(*inputs, **kwargs) # type: ignore[index] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 1374, in __call__ + return hijacked_callback( + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 1164, in __call__ + result = self._inner_convert( + ^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 547, in __call__ + return _compile( + ^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 986, in _compile + guarded_code = compile_inner(code, one_graph, hooks, transform) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 715, in compile_inner + return _compile_inner(code, one_graph, hooks, transform) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_utils_internal.py", line 95, in wrapper_function + return function(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 750, in _compile_inner + out_code = transform_code_object(code, transform) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/bytecode_transformation.py", line 1361, in transform_code_object + transformations(instructions, code_options) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 231, in _fn + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 662, in transform + tracer.run() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2868, in run + super().run() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 1052, in run + while self.step(): + ^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 962, in step + self.dispatch_table[inst.opcode](self, inst) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 659, in wrapper + return inner_fn(self, inst) + ^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2341, in CALL + self._call(inst) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2335, in _call + self.call_function(fn, args, kwargs) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 897, in call_function + self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/nn_module.py", line 914, in call_function + return variables.UserFunctionVariable(fn, source=source).call_function( + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py", line 317, in call_function + return super().call_function(tx, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py", line 118, in call_function + return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 903, in inline_user_function_return + return InliningInstructionTranslator.inline_call(self, fn, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 3072, in inline_call + return cls.inline_call_(parent, func, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 3198, in inline_call_ + tracer.run() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 1052, in run + while self.step(): + ^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 962, in step + self.dispatch_table[inst.opcode](self, inst) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 659, in wrapper + return inner_fn(self, inst) + ^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2341, in CALL + self._call(inst) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2335, in _call + self.call_function(fn, args, kwargs) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 897, in call_function + self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/torch.py", line 953, in call_function + tensor_variable = wrap_fx_proxy( + ^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2153, in wrap_fx_proxy + return wrap_fx_proxy_cls(target_cls=TensorVariable, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2219, in wrap_fx_proxy_cls + return _wrap_fx_proxy( + ^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2315, in _wrap_fx_proxy + example_value = get_fake_value(proxy.node, tx, allow_non_graph_fake=True) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2536, in get_fake_value + raise TorchRuntimeError(str(e)).with_traceback(e.__traceback__) from None + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2471, in get_fake_value + ret_val = wrap_fake_exception( + ^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2017, in wrap_fake_exception + return fn() + ^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2472, in + lambda: run_node(tx.output, node, args, kwargs, nnmodule) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2604, in run_node + raise RuntimeError(make_error_message(e)).with_traceback( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2586, in run_node + return node.target(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/utils/_stats.py", line 21, in wrapper + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1276, in __torch_dispatch__ + return self.dispatch(func, types, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1816, in dispatch + return self._cached_dispatch_impl(func, types, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1377, in _cached_dispatch_impl + output = self._dispatch_impl(func, types, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 2384, in _dispatch_impl + r = func(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 723, in __call__ + return self._op(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_refs/__init__.py", line 3025, in expand + torch._check( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1656, in _check + _check_with(RuntimeError, cond, message) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1638, in _check_with + raise error_type(message_evaluated) +torch._dynamo.exc.TorchRuntimeError: Failed running call_function (*(FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, + grad_fn=), FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, + grad_fn=), FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, + grad_fn=)), **{'attn_mask': FakeTensor(..., device='cuda:0', size=(1, 1, 64, 512), dtype=torch.bfloat16)}): +expand: attempting to expand a dimension of length 64! + +from user code: + File "/home/sunhc/diffusion/sad/src/models/sad_model.py", line 476, in forward + x = block(x, rotary_cos_sin, c, attention_mask=attention_mask) + File "/home/sunhc/diffusion/sad/src/models/dit_components.py", line 258, in forward + x = F.scaled_dot_product_attention(q, k, v, attn_mask=float_mask) + +Set TORCH_LOGS="+dynamo" and TORCHDYNAMO_VERBOSE=1 for more information + + +You can suppress this exception and fall back to eager by setting: + import torch._dynamo + torch._dynamo.config.suppress_errors = True + +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 491, in main +[rank0]: loss, metrics = full_denoise_step( +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 265, in full_denoise_step +[rank0]: leaf_logits, _ = model( +[rank0]: ^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 574, in _fn +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/external_utils.py", line 45, in inner +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1643, in forward +[rank0]: else self._run_ddp_forward(*inputs, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1459, in _run_ddp_forward +[rank0]: return self.module(*inputs, **kwargs) # type: ignore[index] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 1374, in __call__ +[rank0]: return hijacked_callback( +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 1164, in __call__ +[rank0]: result = self._inner_convert( +[rank0]: ^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 547, in __call__ +[rank0]: return _compile( +[rank0]: ^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 986, in _compile +[rank0]: guarded_code = compile_inner(code, one_graph, hooks, transform) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 715, in compile_inner +[rank0]: return _compile_inner(code, one_graph, hooks, transform) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_utils_internal.py", line 95, in wrapper_function +[rank0]: return function(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 750, in _compile_inner +[rank0]: out_code = transform_code_object(code, transform) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/bytecode_transformation.py", line 1361, in transform_code_object +[rank0]: transformations(instructions, code_options) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 231, in _fn +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 662, in transform +[rank0]: tracer.run() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2868, in run +[rank0]: super().run() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 1052, in run +[rank0]: while self.step(): +[rank0]: ^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 962, in step +[rank0]: self.dispatch_table[inst.opcode](self, inst) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 659, in wrapper +[rank0]: return inner_fn(self, inst) +[rank0]: ^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2341, in CALL +[rank0]: self._call(inst) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2335, in _call +[rank0]: self.call_function(fn, args, kwargs) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 897, in call_function +[rank0]: self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/nn_module.py", line 914, in call_function +[rank0]: return variables.UserFunctionVariable(fn, source=source).call_function( +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py", line 317, in call_function +[rank0]: return super().call_function(tx, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py", line 118, in call_function +[rank0]: return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 903, in inline_user_function_return +[rank0]: return InliningInstructionTranslator.inline_call(self, fn, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 3072, in inline_call +[rank0]: return cls.inline_call_(parent, func, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 3198, in inline_call_ +[rank0]: tracer.run() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 1052, in run +[rank0]: while self.step(): +[rank0]: ^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 962, in step +[rank0]: self.dispatch_table[inst.opcode](self, inst) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 659, in wrapper +[rank0]: return inner_fn(self, inst) +[rank0]: ^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2341, in CALL +[rank0]: self._call(inst) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2335, in _call +[rank0]: self.call_function(fn, args, kwargs) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 897, in call_function +[rank0]: self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/torch.py", line 953, in call_function +[rank0]: tensor_variable = wrap_fx_proxy( +[rank0]: ^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2153, in wrap_fx_proxy +[rank0]: return wrap_fx_proxy_cls(target_cls=TensorVariable, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2219, in wrap_fx_proxy_cls +[rank0]: return _wrap_fx_proxy( +[rank0]: ^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2315, in _wrap_fx_proxy +[rank0]: example_value = get_fake_value(proxy.node, tx, allow_non_graph_fake=True) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2536, in get_fake_value +[rank0]: raise TorchRuntimeError(str(e)).with_traceback(e.__traceback__) from None +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2471, in get_fake_value +[rank0]: ret_val = wrap_fake_exception( +[rank0]: ^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2017, in wrap_fake_exception +[rank0]: return fn() +[rank0]: ^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2472, in +[rank0]: lambda: run_node(tx.output, node, args, kwargs, nnmodule) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2604, in run_node +[rank0]: raise RuntimeError(make_error_message(e)).with_traceback( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2586, in run_node +[rank0]: return node.target(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/utils/_stats.py", line 21, in wrapper +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1276, in __torch_dispatch__ +[rank0]: return self.dispatch(func, types, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1816, in dispatch +[rank0]: return self._cached_dispatch_impl(func, types, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1377, in _cached_dispatch_impl +[rank0]: output = self._dispatch_impl(func, types, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 2384, in _dispatch_impl +[rank0]: r = func(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 723, in __call__ +[rank0]: return self._op(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_refs/__init__.py", line 3025, in expand +[rank0]: torch._check( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1656, in _check +[rank0]: _check_with(RuntimeError, cond, message) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1638, in _check_with +[rank0]: raise error_type(message_evaluated) +[rank0]: torch._dynamo.exc.TorchRuntimeError: Failed running call_function (*(FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, +[rank0]: grad_fn=), FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, +[rank0]: grad_fn=), FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, +[rank0]: grad_fn=)), **{'attn_mask': FakeTensor(..., device='cuda:0', size=(1, 1, 64, 512), dtype=torch.bfloat16)}): +[rank0]: expand: attempting to expand a dimension of length 64! + +[rank0]: from user code: +[rank0]: File "/home/sunhc/diffusion/sad/src/models/sad_model.py", line 476, in forward +[rank0]: x = block(x, rotary_cos_sin, c, attention_mask=attention_mask) +[rank0]: File "/home/sunhc/diffusion/sad/src/models/dit_components.py", line 258, in forward +[rank0]: x = F.scaled_dot_product_attention(q, k, v, attn_mask=float_mask) + +[rank0]: Set TORCH_LOGS="+dynamo" and TORCHDYNAMO_VERBOSE=1 for more information + + +[rank0]: You can suppress this exception and fall back to eager by setting: +[rank0]: import torch._dynamo +[rank0]: torch._dynamo.config.suppress_errors = True diff --git a/wandb/run-20260420_070520-78zw38po/logs/debug-core.log b/wandb/run-20260420_070520-78zw38po/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..f45120fd0e46b1748a9093341c623d7e9a379b4d --- /dev/null +++ b/wandb/run-20260420_070520-78zw38po/logs/debug-core.log @@ -0,0 +1,14 @@ +{"time":"2026-04-20T07:05:20.54002168Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmpk5cycl3e/port-1749141.txt","pid":1749141,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false} +{"time":"2026-04-20T07:05:20.540415492Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":1749141} +{"time":"2026-04-20T07:05:20.540397884Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/wandb-1749141-1755151-647354658/socket","Net":"unix"}} +{"time":"2026-04-20T07:05:20.722006135Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"} +{"time":"2026-04-20T07:05:20.728630844Z","level":"INFO","msg":"handleInformInit: received","streamId":"78zw38po","id":"1(@)"} +{"time":"2026-04-20T07:05:21.657177476Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"78zw38po","id":"1(@)"} +{"time":"2026-04-20T07:05:23.25613084Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"1(@)"} +{"time":"2026-04-20T07:05:23.256236447Z","level":"INFO","msg":"server is shutting down"} +{"time":"2026-04-20T07:05:23.256223822Z","level":"INFO","msg":"connection: closing","id":"1(@)"} +{"time":"2026-04-20T07:05:23.256520973Z","level":"INFO","msg":"connection: closed successfully","id":"1(@)"} +{"time":"2026-04-20T07:05:23.25657729Z","level":"INFO","msg":"server: listener closed","addr":{"Name":"/tmp/wandb-1749141-1755151-647354658/socket","Net":"unix"}} +{"time":"2026-04-20T07:05:25.546060192Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"1(@)"} +{"time":"2026-04-20T07:05:25.546123302Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"1(@)"} +{"time":"2026-04-20T07:05:25.546154621Z","level":"INFO","msg":"server is closed"} diff --git a/wandb/run-20260420_070520-78zw38po/logs/debug-internal.log b/wandb/run-20260420_070520-78zw38po/logs/debug-internal.log new file mode 100644 index 0000000000000000000000000000000000000000..458c23abe7a0bfee8411eea24644f1ed6a47c439 --- /dev/null +++ b/wandb/run-20260420_070520-78zw38po/logs/debug-internal.log @@ -0,0 +1,18 @@ +{"time":"2026-04-20T07:05:20.72871663Z","level":"INFO","msg":"wandb-core"} +{"time":"2026-04-20T07:05:20.729584752Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"} +{"time":"2026-04-20T07:05:21.656631549Z","level":"INFO","msg":"stream: created new stream","id":"78zw38po"} 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+{"time":"2026-04-20T07:05:24.8302242Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"} +{"time":"2026-04-20T07:05:24.834116711Z","level":"INFO","msg":"filestream: sending request","total_files":2,"console_offset":0,"console_lines":389,"uploaded_len":5,"complete":true,"exit_code":1} +{"time":"2026-04-20T07:05:25.545026023Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-04-20T07:05:25.545263247Z","level":"INFO","msg":"handler: closed"} +{"time":"2026-04-20T07:05:25.545320429Z","level":"INFO","msg":"sender: closed"} +{"time":"2026-04-20T07:05:25.545335753Z","level":"INFO","msg":"stream: closed"} diff --git a/wandb/run-20260420_070520-78zw38po/logs/debug.log b/wandb/run-20260420_070520-78zw38po/logs/debug.log new file mode 100644 index 0000000000000000000000000000000000000000..c46a5b18f913adcd7886ea67c60e14f90c13173f --- /dev/null +++ b/wandb/run-20260420_070520-78zw38po/logs/debug.log @@ -0,0 +1,3296 @@ +2026-04-20 07:05:20,500 INFO MainThread:1749141 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1 +2026-04-20 07:05:20,500 INFO MainThread:1749141 [wandb_setup.py:_flush():81] Configure stats pid to 1749141 +2026-04-20 07:05:20,500 INFO MainThread:1749141 [wandb_setup.py:_flush():81] Loading settings from environment variables +2026-04-20 07:05:20,500 INFO MainThread:1749141 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /home/sunhc/diffusion/sad/wandb/run-20260420_070520-78zw38po/logs/debug.log +2026-04-20 07:05:20,500 INFO MainThread:1749141 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /home/sunhc/diffusion/sad/wandb/run-20260420_070520-78zw38po/logs/debug-internal.log +2026-04-20 07:05:20,501 INFO MainThread:1749141 [wandb_init.py:init():844] calling init triggers +2026-04-20 07:05:20,501 INFO MainThread:1749141 [wandb_init.py:init():849] wandb.init called with sweep_config: {} +config: {'model': {'vocab_size': 50258, 'hidden_size': 768, 'n_blocks': 12, 'n_heads': 12, 'cond_dim': 128, 'max_seq_len': 512, 'block_size': 8, 'dropout': 0.0, 'num_levels': 2, 'level_sizes': [50258, 128]}, 'ancestor': {'lut_path': 'data/ancestor_lut_50257-128_top3_t1.0.pt', 'proto_path': 'data/hierarchy_prototypes_50257-128.pt'}, 'loss': {'lambda_ancestor': 0.0, 'mask_only': False}, 'training': {'seed': 0, 'batch_size': 64, 'num_steps': 500000, 'lr': 0.0003, 'lr_min': 3e-05, 'warmup_steps': 2000, 'weight_decay': 0.01, 'grad_clip': 1.0, 'dtype': 'bf16', 'compile': 'default', 'log_interval': 100, 'eval_interval': 5000, 'save_interval': 10000}, 'data': {'dataset': 'openwebtext', 'seq_len': 512, 'cache_dir': 'data/owt_cache', 'num_workers': 4, 'max_train_samples': None, 'max_val_samples': 100000, 'mode': 'subsample'}, 'logging': {'use_wandb': True, 'project': 'sad_new_owt', 'save_dir': 'outputs/sad_new'}, '_wandb': {}} +2026-04-20 07:05:20,501 INFO MainThread:1749141 [wandb_init.py:init():892] starting backend +2026-04-20 07:05:20,722 INFO MainThread:1749141 [wandb_init.py:init():895] sending inform_init request +2026-04-20 07:05:20,727 INFO MainThread:1749141 [wandb_init.py:init():903] backend started and connected +2026-04-20 07:05:20,729 INFO MainThread:1749141 [wandb_init.py:init():973] updated telemetry +2026-04-20 07:05:20,729 INFO MainThread:1749141 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout +2026-04-20 07:05:22,686 INFO MainThread:1749141 [wandb_init.py:init():1042] starting run threads in backend +2026-04-20 07:05:22,806 INFO MainThread:1749141 [wandb_run.py:_console_start():2524] atexit reg +2026-04-20 07:05:22,806 INFO MainThread:1749141 [wandb_run.py:_redirect():2373] redirect: wrap_raw +2026-04-20 07:05:22,806 INFO MainThread:1749141 [wandb_run.py:_redirect():2442] Wrapping output streams. +2026-04-20 07:05:22,806 INFO MainThread:1749141 [wandb_run.py:_redirect():2465] Redirects installed. +2026-04-20 07:05:22,810 INFO MainThread:1749141 [wandb_init.py:init():1082] run started, returning control to user process +2026-04-20 07:05:23,256 INFO wandb-AsyncioManager-main:1749141 [service_client.py:_forward_responses():134] Reached EOF. +2026-04-20 07:05:23,256 INFO wandb-AsyncioManager-main:1749141 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. +2026-04-20 07:05:32,544 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,545 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,546 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,551 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,552 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,552 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,553 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,553 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,554 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,554 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,555 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,555 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,555 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,557 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,560 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,562 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,565 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,566 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,566 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,566 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,567 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,567 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,567 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,568 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,568 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,568 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,568 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,569 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,569 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,569 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,569 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,570 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,570 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,570 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,570 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,570 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,571 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,571 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,571 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,571 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,572 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,572 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,572 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,572 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,573 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,573 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,573 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,573 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,574 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,574 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,575 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,576 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,576 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,576 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,577 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,577 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,577 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,577 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,578 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,578 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,578 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,579 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,579 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,579 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,579 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,580 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,580 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,580 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,580 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,581 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,581 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,581 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,581 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,582 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,582 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,582 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,582 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,583 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,583 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,583 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,583 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,583 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,584 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,584 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,584 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,584 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,585 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,585 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,585 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,585 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,586 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,586 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,586 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,586 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,587 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,587 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,587 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,587 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,587 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,588 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,588 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,588 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,588 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,589 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,589 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,589 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,589 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,590 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,590 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,590 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,591 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,591 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,591 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,592 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,592 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,592 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,593 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,593 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,593 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,593 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,594 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,594 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,594 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,595 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,595 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,595 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,596 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,596 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,596 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,596 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,597 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,597 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,597 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,598 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,598 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,598 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,598 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,599 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,599 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,599 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,600 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,600 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,600 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,600 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,601 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,601 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,601 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,602 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,602 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,602 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,602 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,603 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,603 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,603 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,603 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,604 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,604 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,604 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,605 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,605 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,605 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,605 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,606 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,606 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,606 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,606 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,607 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,607 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,607 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,608 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,608 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,608 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,608 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,609 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,609 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,609 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,609 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,610 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,610 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,611 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,613 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,614 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,614 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,614 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,615 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,616 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,617 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,617 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,617 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,618 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,618 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,618 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-04-20 07:05:32,619 ERROR wandb-AsyncioManager-main:1749141 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request + raise self._broken_exc.with_traceback(self._broken_tb) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost diff --git a/wandb/run-20260420_070600-jk9rkj1o/files/output.log b/wandb/run-20260420_070600-jk9rkj1o/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..999951fc2471b7e13525d9bee064d92aec152aa4 --- /dev/null +++ b/wandb/run-20260420_070600-jk9rkj1o/files/output.log @@ -0,0 +1,389 @@ +full-denoise training: 0%| | 0/500000 [00:00 will be ignored +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] failed while attempting to run meta for aten.expand.default +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] Traceback (most recent call last): +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 2384, in _dispatch_impl +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] r = func(*args, **kwargs) +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] ^^^^^^^^^^^^^^^^^^^^^ +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 723, in __call__ +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] return self._op(*args, **kwargs) +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] ^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_refs/__init__.py", line 3025, in expand +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] torch._check( +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1656, in _check +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] _check_with(RuntimeError, cond, message) +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1638, in _check_with +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] raise error_type(message_evaluated) +[rank0]:E0420 07:06:02.838000 1755917 site-packages/torch/_subclasses/fake_tensor.py:2388] [1/0] RuntimeError: expand: attempting to expand a dimension of length 64! +Traceback (most recent call last): + File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 491, in main + loss, metrics = full_denoise_step( + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train.py", line 265, in full_denoise_step + leaf_logits, _ = model( + ^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 574, in _fn + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/external_utils.py", line 45, in inner + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1643, in forward + else self._run_ddp_forward(*inputs, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1459, in _run_ddp_forward + return self.module(*inputs, **kwargs) # type: ignore[index] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 1374, in __call__ + return hijacked_callback( + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 1164, in __call__ + result = self._inner_convert( + ^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 547, in __call__ + return _compile( + ^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 986, in _compile + guarded_code = compile_inner(code, one_graph, hooks, transform) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 715, in compile_inner + return _compile_inner(code, one_graph, hooks, transform) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_utils_internal.py", line 95, in wrapper_function + return function(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 750, in _compile_inner + out_code = transform_code_object(code, transform) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/bytecode_transformation.py", line 1361, in transform_code_object + transformations(instructions, code_options) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 231, in _fn + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 662, in transform + tracer.run() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2868, in run + super().run() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 1052, in run + while self.step(): + ^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 962, in step + self.dispatch_table[inst.opcode](self, inst) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 659, in wrapper + return inner_fn(self, inst) + ^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2341, in CALL + self._call(inst) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2335, in _call + self.call_function(fn, args, kwargs) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 897, in call_function + self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/nn_module.py", line 914, in call_function + return variables.UserFunctionVariable(fn, source=source).call_function( + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py", line 317, in call_function + return super().call_function(tx, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py", line 118, in call_function + return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 903, in inline_user_function_return + return InliningInstructionTranslator.inline_call(self, fn, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 3072, in inline_call + return cls.inline_call_(parent, func, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 3198, in inline_call_ + tracer.run() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 1052, in run + while self.step(): + ^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 962, in step + self.dispatch_table[inst.opcode](self, inst) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 659, in wrapper + return inner_fn(self, inst) + ^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2341, in CALL + self._call(inst) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2335, in _call + self.call_function(fn, args, kwargs) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 897, in call_function + self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/torch.py", line 953, in call_function + tensor_variable = wrap_fx_proxy( + ^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2153, in wrap_fx_proxy + return wrap_fx_proxy_cls(target_cls=TensorVariable, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2219, in wrap_fx_proxy_cls + return _wrap_fx_proxy( + ^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2315, in _wrap_fx_proxy + example_value = get_fake_value(proxy.node, tx, allow_non_graph_fake=True) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2536, in get_fake_value + raise TorchRuntimeError(str(e)).with_traceback(e.__traceback__) from None + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2471, in get_fake_value + ret_val = wrap_fake_exception( + ^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2017, in wrap_fake_exception + return fn() + ^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2472, in + lambda: run_node(tx.output, node, args, kwargs, nnmodule) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2604, in run_node + raise RuntimeError(make_error_message(e)).with_traceback( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2586, in run_node + return node.target(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/utils/_stats.py", line 21, in wrapper + return fn(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1276, in __torch_dispatch__ + return self.dispatch(func, types, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1816, in dispatch + return self._cached_dispatch_impl(func, types, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1377, in _cached_dispatch_impl + output = self._dispatch_impl(func, types, args, kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 2384, in _dispatch_impl + r = func(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 723, in __call__ + return self._op(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_refs/__init__.py", line 3025, in expand + torch._check( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1656, in _check + _check_with(RuntimeError, cond, message) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1638, in _check_with + raise error_type(message_evaluated) +torch._dynamo.exc.TorchRuntimeError: Failed running call_function (*(FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, + grad_fn=), FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, + grad_fn=), FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, + grad_fn=)), **{'attn_mask': FakeTensor(..., device='cuda:0', size=(1, 1, 64, 512), dtype=torch.bfloat16)}): +expand: attempting to expand a dimension of length 64! + +from user code: + File "/home/sunhc/diffusion/sad/src/models/sad_model.py", line 476, in forward + x = block(x, rotary_cos_sin, c, attention_mask=attention_mask) + File "/home/sunhc/diffusion/sad/src/models/dit_components.py", line 258, in forward + x = F.scaled_dot_product_attention(q, k, v, attn_mask=float_mask) + +Set TORCH_LOGS="+dynamo" and TORCHDYNAMO_VERBOSE=1 for more information + + +You can suppress this exception and fall back to eager by setting: + import torch._dynamo + torch._dynamo.config.suppress_errors = True + +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 491, in main +[rank0]: loss, metrics = full_denoise_step( +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 265, in full_denoise_step +[rank0]: leaf_logits, _ = model( +[rank0]: ^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py", line 574, in _fn +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/external_utils.py", line 45, in inner +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1643, in forward +[rank0]: else self._run_ddp_forward(*inputs, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/parallel/distributed.py", line 1459, in _run_ddp_forward +[rank0]: return self.module(*inputs, **kwargs) # type: ignore[index] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 1374, in __call__ +[rank0]: return hijacked_callback( +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 1164, in __call__ +[rank0]: result = self._inner_convert( +[rank0]: ^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 547, in __call__ +[rank0]: return _compile( +[rank0]: ^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 986, in _compile +[rank0]: guarded_code = compile_inner(code, one_graph, hooks, transform) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 715, in compile_inner +[rank0]: return _compile_inner(code, one_graph, hooks, transform) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_utils_internal.py", line 95, in wrapper_function +[rank0]: return function(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 750, in _compile_inner +[rank0]: out_code = transform_code_object(code, transform) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/bytecode_transformation.py", line 1361, in transform_code_object +[rank0]: transformations(instructions, code_options) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 231, in _fn +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py", line 662, in transform +[rank0]: tracer.run() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2868, in run +[rank0]: super().run() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 1052, in run +[rank0]: while self.step(): +[rank0]: ^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 962, in step +[rank0]: self.dispatch_table[inst.opcode](self, inst) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 659, in wrapper +[rank0]: return inner_fn(self, inst) +[rank0]: ^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2341, in CALL +[rank0]: self._call(inst) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2335, in _call +[rank0]: self.call_function(fn, args, kwargs) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 897, in call_function +[rank0]: self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/nn_module.py", line 914, in call_function +[rank0]: return variables.UserFunctionVariable(fn, source=source).call_function( +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py", line 317, in call_function +[rank0]: return super().call_function(tx, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py", line 118, in call_function +[rank0]: return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 903, in inline_user_function_return +[rank0]: return InliningInstructionTranslator.inline_call(self, fn, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 3072, in inline_call +[rank0]: return cls.inline_call_(parent, func, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 3198, in inline_call_ +[rank0]: tracer.run() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 1052, in run +[rank0]: while self.step(): +[rank0]: ^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 962, in step +[rank0]: self.dispatch_table[inst.opcode](self, inst) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 659, in wrapper +[rank0]: return inner_fn(self, inst) +[rank0]: ^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2341, in CALL +[rank0]: self._call(inst) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 2335, in _call +[rank0]: self.call_function(fn, args, kwargs) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py", line 897, in call_function +[rank0]: self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/torch.py", line 953, in call_function +[rank0]: tensor_variable = wrap_fx_proxy( +[rank0]: ^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2153, in wrap_fx_proxy +[rank0]: return wrap_fx_proxy_cls(target_cls=TensorVariable, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2219, in wrap_fx_proxy_cls +[rank0]: return _wrap_fx_proxy( +[rank0]: ^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py", line 2315, in _wrap_fx_proxy +[rank0]: example_value = get_fake_value(proxy.node, tx, allow_non_graph_fake=True) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2536, in get_fake_value +[rank0]: raise TorchRuntimeError(str(e)).with_traceback(e.__traceback__) from None +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2471, in get_fake_value +[rank0]: ret_val = wrap_fake_exception( +[rank0]: ^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2017, in wrap_fake_exception +[rank0]: return fn() +[rank0]: ^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2472, in +[rank0]: lambda: run_node(tx.output, node, args, kwargs, nnmodule) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2604, in run_node +[rank0]: raise RuntimeError(make_error_message(e)).with_traceback( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_dynamo/utils.py", line 2586, in run_node +[rank0]: return node.target(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/utils/_stats.py", line 21, in wrapper +[rank0]: return fn(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1276, in __torch_dispatch__ +[rank0]: return self.dispatch(func, types, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1816, in dispatch +[rank0]: return self._cached_dispatch_impl(func, types, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 1377, in _cached_dispatch_impl +[rank0]: output = self._dispatch_impl(func, types, args, kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py", line 2384, in _dispatch_impl +[rank0]: r = func(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_ops.py", line 723, in __call__ +[rank0]: return self._op(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_refs/__init__.py", line 3025, in expand +[rank0]: torch._check( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1656, in _check +[rank0]: _check_with(RuntimeError, cond, message) +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/__init__.py", line 1638, in _check_with +[rank0]: raise error_type(message_evaluated) +[rank0]: torch._dynamo.exc.TorchRuntimeError: Failed running call_function (*(FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, +[rank0]: grad_fn=), FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, +[rank0]: grad_fn=), FakeTensor(..., device='cuda:0', size=(64, 12, 512, 64), dtype=torch.bfloat16, +[rank0]: grad_fn=)), **{'attn_mask': FakeTensor(..., device='cuda:0', size=(1, 1, 64, 512), dtype=torch.bfloat16)}): +[rank0]: expand: attempting to expand a dimension of length 64! + +[rank0]: from user code: +[rank0]: File "/home/sunhc/diffusion/sad/src/models/sad_model.py", line 476, in forward +[rank0]: x = block(x, rotary_cos_sin, c, attention_mask=attention_mask) +[rank0]: File "/home/sunhc/diffusion/sad/src/models/dit_components.py", line 258, in forward +[rank0]: x = F.scaled_dot_product_attention(q, k, v, attn_mask=float_mask) + +[rank0]: Set TORCH_LOGS="+dynamo" and TORCHDYNAMO_VERBOSE=1 for more information + + +[rank0]: You can suppress this exception and fall back to eager by setting: +[rank0]: import torch._dynamo +[rank0]: torch._dynamo.config.suppress_errors = True diff --git a/wandb/run-20260420_070600-jk9rkj1o/logs/debug-core.log b/wandb/run-20260420_070600-jk9rkj1o/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..73a1bb33d501829388a9db998ccb27ec406d665b --- /dev/null +++ b/wandb/run-20260420_070600-jk9rkj1o/logs/debug-core.log @@ -0,0 +1,12 @@ +{"time":"2026-04-20T07:06:00.50009702Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmpgrz9b5pl/port-1755917.txt","pid":1755917,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false} +{"time":"2026-04-20T07:06:00.500549018Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":1755917} +{"time":"2026-04-20T07:06:00.500542712Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/wandb-1755917-1763177-1782216716/socket","Net":"unix"}} 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0/500000 [00:00 will be ignored +full-denoise training: 0%| | 525/500000 [02:57<35:01:15, 3.96it/s, leaf=4.0747, lr=7.9e-05]Traceback (most recent call last): +step= 0 | total=11.0243 | leaf=11.0243 | ancestor=0.0000 | lr=0.00e+00 | t=45.6s +step= 100 | total=9.1935 | leaf=9.1935 | ancestor=0.0000 | lr=1.50e-05 | t=25.1s +step= 200 | total=6.6110 | leaf=6.6110 | ancestor=0.0000 | lr=3.00e-05 | t=25.2s +step= 300 | total=5.0653 | leaf=5.0653 | ancestor=0.0000 | lr=4.50e-05 | t=25.2s +step= 400 | total=4.4472 | leaf=4.4472 | ancestor=0.0000 | lr=6.00e-05 | t=25.2s +step= 500 | total=4.1173 | leaf=4.1173 | ancestor=0.0000 | lr=7.50e-05 | t=25.3s + File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 495, in main + loss.backward() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward + torch.autograd.backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward + _engine_run_backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward + return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 495, in main +[rank0]: loss.backward() +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward +[rank0]: torch.autograd.backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward +[rank0]: _engine_run_backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward +[rank0]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260420_071407-35qmwkdz/logs/debug-core.log b/wandb/run-20260420_071407-35qmwkdz/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..b7b52a497f39577d4e10361296e2b6ebe8b72bbc --- /dev/null +++ b/wandb/run-20260420_071407-35qmwkdz/logs/debug-core.log @@ -0,0 +1,15 @@ +{"time":"2026-04-20T07:14:07.285891364Z","level":"INFO","msg":"main: starting 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lr=3.00e-04 | t=25.3s +step= 5000 | total=2.3974 | leaf=2.3974 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s + torch._dynamo.utils.warn_once(msg) + VAL | loss_leaf=2.3024 | loss_ancestor=0.0000 | loss_total=2.3024 +full-denoise training: 1%|▊ | 5930/500000 [25:49<34:46:54, 3.95it/s, leaf=2.2476, lr=3.0e-04]Traceback (most recent call last): +step= 5100 | total=2.3411 | leaf=2.3411 | ancestor=0.0000 | lr=3.00e-04 | t=47.9s +step= 5200 | total=2.2558 | leaf=2.2558 | ancestor=0.0000 | lr=3.00e-04 | t=25.4s +step= 5300 | total=2.2865 | leaf=2.2865 | ancestor=0.0000 | lr=3.00e-04 | t=25.4s +step= 5400 | total=2.3350 | leaf=2.3350 | ancestor=0.0000 | lr=3.00e-04 | t=25.4s +step= 5500 | total=2.3354 | leaf=2.3354 | ancestor=0.0000 | lr=3.00e-04 | t=25.4s +step= 5600 | total=2.2526 | leaf=2.2526 | ancestor=0.0000 | lr=3.00e-04 | t=25.4s +step= 5700 | total=2.3302 | leaf=2.3302 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 5800 | total=2.2892 | leaf=2.2892 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 5900 | total=2.2424 | leaf=2.2424 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s + File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 491, in main + loss, metrics = full_denoise_step( + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train.py", line 270, in full_denoise_step + loss, metrics = loss_fn( + ^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 491, in main +[rank0]: loss, metrics = full_denoise_step( +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 270, in full_denoise_step +[rank0]: loss, metrics = loss_fn( +[rank0]: ^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260420_071803-kz19n9wn/logs/debug-core.log b/wandb/run-20260420_071803-kz19n9wn/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..d94111a70f64ca4673d4d790c0ad8409909d6228 --- 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leaf=3.3640 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 9400 | total=3.2817 | leaf=3.2817 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 9500 | total=3.2868 | leaf=3.2868 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 9600 | total=3.3568 | leaf=3.3568 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 9700 | total=3.3857 | leaf=3.3857 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 9800 | total=3.3138 | leaf=3.3138 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 9900 | total=3.5813 | leaf=3.5813 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 10000 | total=3.4238 | leaf=3.4238 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s + VAL | loss_leaf=3.4056 | loss_ancestor=0.0000 | loss_total=3.4056 + Saved checkpoint: outputs/sad_new/ckpt_10000.pt +step= 10100 | total=3.4123 | leaf=3.4123 | ancestor=0.0000 | lr=3.00e-04 | t=33.0s +step= 10200 | total=3.3954 | leaf=3.3954 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10300 | total=7.5333 | leaf=7.5333 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10400 | total=7.4547 | leaf=7.4547 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 10500 | total=6.9779 | leaf=6.9779 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 10600 | total=6.3895 | leaf=6.3895 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10700 | total=6.0409 | leaf=6.0409 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10800 | total=5.6750 | leaf=5.6750 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 10900 | total=4.5497 | leaf=4.5497 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11000 | total=3.9448 | leaf=3.9448 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11100 | total=3.6854 | leaf=3.6854 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11200 | total=3.5891 | leaf=3.5891 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11300 | total=3.5684 | leaf=3.5684 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11400 | total=3.5354 | leaf=3.5354 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11500 | total=3.6409 | leaf=3.6409 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 11600 | total=3.4743 | leaf=3.4743 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11700 | total=3.4919 | leaf=3.4919 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11800 | total=3.4643 | leaf=3.4643 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11900 | total=3.5405 | leaf=3.5405 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12000 | total=3.4874 | leaf=3.4874 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12100 | total=4.0216 | leaf=4.0216 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12200 | total=3.5904 | leaf=3.5904 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12300 | total=3.5168 | leaf=3.5168 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12400 | total=3.5023 | leaf=3.5023 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12500 | total=3.7059 | leaf=3.7059 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 12600 | total=3.5452 | leaf=3.5452 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12700 | total=3.5305 | leaf=3.5305 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12800 | total=3.4591 | leaf=3.4591 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12900 | total=3.4950 | leaf=3.4950 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13000 | total=3.5691 | leaf=3.5691 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 13100 | total=3.3710 | leaf=3.3710 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 13200 | total=3.5272 | leaf=3.5272 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13300 | total=3.6009 | leaf=3.6009 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13400 | total=3.7542 | leaf=3.7542 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13500 | total=4.3882 | leaf=4.3882 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13600 | total=4.5539 | leaf=4.5539 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13700 | total=3.7261 | leaf=3.7261 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13800 | total=3.7350 | leaf=3.7350 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13900 | total=3.5652 | leaf=3.5652 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14000 | total=3.9183 | leaf=3.9183 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14100 | total=3.8135 | leaf=3.8135 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14200 | total=3.7927 | leaf=3.7927 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14300 | total=4.1373 | leaf=4.1373 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14400 | total=3.8812 | leaf=3.8812 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14500 | total=3.8796 | leaf=3.8796 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14600 | total=3.9315 | leaf=3.9315 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14700 | total=4.0184 | leaf=4.0184 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14800 | total=4.0133 | leaf=4.0133 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 14900 | total=4.0011 | leaf=4.0011 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 15000 | total=4.1539 | leaf=4.1539 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s + VAL | loss_leaf=4.1107 | loss_ancestor=0.0000 | loss_total=4.1107 +step= 15100 | total=4.0335 | leaf=4.0335 | ancestor=0.0000 | lr=3.00e-04 | t=29.8s +step= 15200 | total=4.2646 | leaf=4.2646 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 15300 | total=4.2934 | leaf=4.2934 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 15400 | total=4.1199 | leaf=4.1199 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 15500 | total=4.2302 | leaf=4.2302 | ancestor=0.0000 | lr=3.00e-04 | t=66.7s +step= 15600 | total=4.3242 | leaf=4.3242 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 15700 | total=4.3738 | leaf=4.3738 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 15800 | total=4.2994 | leaf=4.2994 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 15900 | total=4.3380 | leaf=4.3380 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16000 | total=4.3801 | leaf=4.3801 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16100 | total=4.3419 | leaf=4.3419 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16200 | total=4.5488 | leaf=4.5488 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16300 | total=4.7617 | leaf=4.7617 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16400 | total=4.5902 | leaf=4.5902 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16500 | total=4.7196 | leaf=4.7196 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16600 | total=4.6747 | leaf=4.6747 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16700 | total=4.7213 | leaf=4.7213 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16800 | total=5.0010 | leaf=5.0010 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16900 | total=5.0219 | leaf=5.0219 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17000 | total=5.0617 | leaf=5.0617 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17100 | total=5.0458 | leaf=5.0458 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17200 | total=5.2103 | leaf=5.2103 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17300 | total=5.2593 | leaf=5.2593 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 17400 | total=5.2327 | leaf=5.2327 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17500 | total=5.2389 | leaf=5.2389 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17600 | total=5.2401 | leaf=5.2401 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17700 | total=5.4968 | leaf=5.4968 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17800 | total=5.4744 | leaf=5.4744 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17900 | total=5.4055 | leaf=5.4055 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 18000 | total=5.4054 | leaf=5.4054 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 18100 | total=5.4689 | leaf=5.4689 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 18200 | total=5.6398 | leaf=5.6398 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 18300 | total=5.5851 | leaf=5.5851 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 18400 | total=5.6056 | leaf=5.6056 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 18500 | total=5.5385 | leaf=5.5385 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s 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t=25.2s +step= 19800 | total=5.7923 | leaf=5.7923 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 19900 | total=5.7547 | leaf=5.7547 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20000 | total=5.8343 | leaf=5.8343 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s + VAL | loss_leaf=5.8042 | loss_ancestor=0.0000 | loss_total=5.8042 + Saved checkpoint: outputs/sad_new/ckpt_20000.pt +step= 20100 | total=5.7883 | leaf=5.7883 | ancestor=0.0000 | lr=2.99e-04 | t=36.5s +step= 20200 | total=5.7226 | leaf=5.7226 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20300 | total=5.7062 | leaf=5.7062 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20400 | total=5.7932 | leaf=5.7932 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20500 | total=5.6910 | leaf=5.6910 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20600 | total=5.8115 | leaf=5.8115 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20700 | total=5.7812 | leaf=5.7812 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20800 | total=5.8341 | leaf=5.8341 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20900 | total=5.7998 | leaf=5.7998 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21000 | total=5.7360 | leaf=5.7360 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21100 | total=5.6951 | leaf=5.6951 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21200 | total=5.8264 | leaf=5.8264 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21300 | total=5.8679 | leaf=5.8679 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21400 | total=6.0221 | leaf=6.0221 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21500 | total=5.8169 | leaf=5.8169 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21600 | total=5.9542 | leaf=5.9542 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21700 | total=6.0103 | leaf=6.0103 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21800 | total=5.8964 | leaf=5.8964 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21900 | total=5.8975 | leaf=5.8975 | ancestor=0.0000 | lr=2.99e-04 | t=25.7s +step= 22000 | total=5.7572 | leaf=5.7572 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 22100 | total=5.8500 | leaf=5.8500 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 22200 | total=5.6323 | leaf=5.6323 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 22300 | total=5.8823 | leaf=5.8823 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 22400 | total=5.7216 | leaf=5.7216 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 22500 | total=5.8833 | leaf=5.8833 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 22600 | total=5.9659 | leaf=5.9659 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 22700 | total=5.9385 | leaf=5.9385 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 22800 | total=5.9928 | leaf=5.9928 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 22900 | total=5.8535 | leaf=5.8535 | ancestor=0.0000 | lr=2.99e-04 | t=35.0s +step= 23000 | total=6.1398 | leaf=6.1398 | ancestor=0.0000 | lr=2.99e-04 | t=37.9s +step= 23100 | total=6.1716 | leaf=6.1716 | ancestor=0.0000 | lr=2.99e-04 | t=37.9s +step= 23200 | total=6.1031 | leaf=6.1031 | ancestor=0.0000 | lr=2.99e-04 | t=38.1s +step= 23300 | total=6.1212 | leaf=6.1212 | ancestor=0.0000 | lr=2.99e-04 | t=37.9s +step= 23400 | total=6.0951 | leaf=6.0951 | ancestor=0.0000 | lr=2.99e-04 | t=37.9s +step= 23500 | total=6.1312 | leaf=6.1312 | ancestor=0.0000 | lr=2.99e-04 | t=44.0s +step= 23600 | total=6.1184 | leaf=6.1184 | ancestor=0.0000 | lr=2.99e-04 | t=25.7s +step= 23700 | total=6.1121 | leaf=6.1121 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 23800 | total=6.0233 | leaf=6.0233 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 23900 | total=6.1138 | leaf=6.1138 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 24000 | total=6.1535 | leaf=6.1535 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 24100 | total=6.0607 | leaf=6.0607 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 24200 | total=6.0910 | leaf=6.0910 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 24300 | total=5.9922 | leaf=5.9922 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s 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25500 | total=6.1856 | leaf=6.1856 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 25600 | total=6.1197 | leaf=6.1197 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 25700 | total=6.2848 | leaf=6.2848 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 25800 | total=6.4551 | leaf=6.4551 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 25900 | total=6.4131 | leaf=6.4131 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 26000 | total=6.3566 | leaf=6.3566 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 26100 | total=6.3145 | leaf=6.3145 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 26200 | total=6.4269 | leaf=6.4269 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 26300 | total=6.4331 | leaf=6.4331 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 26400 | total=6.3808 | leaf=6.3808 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 26500 | total=6.3625 | leaf=6.3625 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 26600 | total=6.2148 | leaf=6.2148 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s 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t=25.3s +step= 27900 | total=6.2050 | leaf=6.2050 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 28000 | total=6.1914 | leaf=6.1914 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 28100 | total=6.2287 | leaf=6.2287 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 28200 | total=6.3284 | leaf=6.3284 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 28300 | total=6.3711 | leaf=6.3711 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 28400 | total=6.4039 | leaf=6.4039 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 28500 | total=6.3099 | leaf=6.3099 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 28600 | total=6.2534 | leaf=6.2534 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 28700 | total=6.3768 | leaf=6.3768 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 28800 | total=6.4654 | leaf=6.4654 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 28900 | total=6.3183 | leaf=6.3183 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 29000 | total=6.3144 | leaf=6.3144 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 29100 | total=6.2324 | leaf=6.2324 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 29200 | total=6.2983 | leaf=6.2983 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 29300 | total=6.3923 | leaf=6.3923 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 29400 | total=6.5163 | leaf=6.5163 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 29500 | total=6.6989 | leaf=6.6989 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 29600 | total=6.5243 | leaf=6.5243 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 29700 | total=6.5904 | leaf=6.5904 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 29800 | total=6.6346 | leaf=6.6346 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 29900 | total=6.6099 | leaf=6.6099 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 30000 | total=6.4432 | leaf=6.4432 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s + VAL | loss_leaf=6.5671 | loss_ancestor=0.0000 | loss_total=6.5671 + Saved checkpoint: outputs/sad_new/ckpt_30000.pt +step= 30100 | total=6.5675 | leaf=6.5675 | ancestor=0.0000 | lr=2.98e-04 | t=36.6s +step= 30200 | total=6.4904 | leaf=6.4904 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 30300 | total=6.4991 | leaf=6.4991 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 30400 | total=6.5060 | leaf=6.5060 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 30500 | total=6.3484 | leaf=6.3484 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 30600 | total=6.4145 | leaf=6.4145 | ancestor=0.0000 | lr=2.98e-04 | t=26.0s +step= 30700 | total=6.4072 | leaf=6.4072 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 30800 | total=6.3499 | leaf=6.3499 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 30900 | total=6.3434 | leaf=6.3434 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 31000 | total=6.2995 | leaf=6.2995 | ancestor=0.0000 | lr=2.98e-04 | t=25.4s +step= 31100 | total=6.2123 | leaf=6.2123 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 31200 | total=6.3872 | leaf=6.3872 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 31300 | total=6.3325 | leaf=6.3325 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 31400 | total=6.4453 | leaf=6.4453 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 31500 | total=6.2525 | leaf=6.2525 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 31600 | total=6.3371 | leaf=6.3371 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 31700 | total=6.3949 | leaf=6.3949 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 31800 | total=6.2699 | leaf=6.2699 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 31900 | total=6.3006 | leaf=6.3006 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 32000 | total=6.2644 | leaf=6.2644 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 32100 | total=6.3295 | leaf=6.3295 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 32200 | total=6.2486 | leaf=6.2486 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 32300 | total=6.4400 | leaf=6.4400 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 32400 | total=6.5238 | leaf=6.5238 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 32500 | total=6.4573 | leaf=6.4573 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 32600 | total=6.4642 | leaf=6.4642 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 32700 | total=6.3253 | leaf=6.3253 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 32800 | total=6.3913 | leaf=6.3913 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 32900 | total=6.3512 | leaf=6.3512 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33000 | total=6.2497 | leaf=6.2497 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 33100 | total=6.4103 | leaf=6.4103 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 33200 | total=6.5756 | leaf=6.5756 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 33300 | total=6.4601 | leaf=6.4601 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 33400 | total=6.4909 | leaf=6.4909 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 33500 | total=6.3554 | leaf=6.3554 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 33600 | total=6.4563 | leaf=6.4563 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 33700 | total=6.4503 | leaf=6.4503 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 33800 | total=6.6285 | leaf=6.6285 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 33900 | total=6.4897 | leaf=6.4897 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 34000 | total=6.5528 | leaf=6.5528 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 34100 | total=6.5547 | leaf=6.5547 | ancestor=0.0000 | lr=2.97e-04 | t=31.5s +step= 34200 | total=6.6370 | leaf=6.6370 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 34300 | total=6.5565 | leaf=6.5565 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 34400 | total=6.4853 | leaf=6.4853 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 34500 | total=6.5194 | leaf=6.5194 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 34600 | total=6.5107 | leaf=6.5107 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 34700 | total=6.6337 | leaf=6.6337 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 34800 | total=6.5851 | leaf=6.5851 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 34900 | total=6.6679 | leaf=6.6679 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 35000 | total=6.6050 | leaf=6.6050 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s + VAL | loss_leaf=6.6412 | loss_ancestor=0.0000 | loss_total=6.6412 +step= 35100 | total=6.5615 | leaf=6.5615 | ancestor=0.0000 | lr=2.97e-04 | t=29.9s +step= 35200 | total=6.5550 | leaf=6.5550 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 35300 | total=6.6109 | leaf=6.6109 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 35400 | total=6.5306 | leaf=6.5306 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 35500 | total=6.5698 | leaf=6.5698 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 35600 | total=6.6514 | leaf=6.6514 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 35700 | total=6.4656 | leaf=6.4656 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 35800 | total=6.5491 | leaf=6.5491 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 35900 | total=6.6439 | leaf=6.6439 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 36000 | total=6.6209 | leaf=6.6209 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 36100 | total=6.5730 | leaf=6.5730 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s +step= 36200 | total=6.5400 | leaf=6.5400 | ancestor=0.0000 | lr=2.97e-04 | t=25.3s + File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 491, in main + loss, metrics = full_denoise_step( + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train.py", line 270, in full_denoise_step + loss, metrics = loss_fn( + ^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/src/losses/sad_loss.py", line 165, in forward + assert not torch.isnan(total), "NaN loss detected!" + ^^^^^^^^^^^^^^^^^^^^^^ +AssertionError: NaN loss detected! +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 491, in main +[rank0]: loss, metrics = full_denoise_step( +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 270, in full_denoise_step +[rank0]: loss, metrics = loss_fn( +[rank0]: ^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/src/losses/sad_loss.py", line 165, in forward +[rank0]: assert not torch.isnan(total), "NaN loss detected!" +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: AssertionError: NaN loss detected! diff --git a/wandb/run-20260420_080629-hhkcgeox/logs/debug-core.log b/wandb/run-20260420_080629-hhkcgeox/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..295b32799d4f313fc9445753125faccc2c123c52 --- /dev/null +++ b/wandb/run-20260420_080629-hhkcgeox/logs/debug-core.log @@ -0,0 +1,15 @@ +{"time":"2026-04-20T08:06:29.10378063Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmpkdv_wsfg/port-1890926.txt","pid":1890926,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false} +{"time":"2026-04-20T08:06:29.104327484Z","level":"INFO","msg":"server: will 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+{"time":"2026-04-20T10:42:53.363230744Z","level":"INFO","msg":"connection: closed successfully","id":"1(@)"} +{"time":"2026-04-20T10:42:53.363238198Z","level":"INFO","msg":"server is shutting down"} +{"time":"2026-04-20T10:42:53.363304824Z","level":"INFO","msg":"server: listener closed","addr":{"Name":"/tmp/wandb-1890926-1896907-365689993/socket","Net":"unix"}} +{"time":"2026-04-20T10:42:55.762694575Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"1(@)"} +{"time":"2026-04-20T10:42:55.762740473Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"1(@)"} +{"time":"2026-04-20T10:42:55.762758787Z","level":"INFO","msg":"server is closed"} diff --git a/wandb/run-20260420_080629-hhkcgeox/logs/debug-internal.log b/wandb/run-20260420_080629-hhkcgeox/logs/debug-internal.log new file mode 100644 index 0000000000000000000000000000000000000000..aa79b2f80246a092fd402a0dc8990acc94fc32fa --- /dev/null +++ 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torch._dynamo.utils.warn_once(msg) + VAL | loss_leaf=3.4748 | loss_ancestor=0.0000 | loss_total=3.4748 +full-denoise training: 2%|▉ | 8201/500000 [38:06<34:32:59, 3.95it/s, leaf=3.3876, lr=3.0e-04] +step= 5100 | total=3.5437 | leaf=3.5437 | ancestor=0.0000 | lr=3.00e-04 | t=55.0s +step= 5200 | total=3.3895 | leaf=3.3895 | ancestor=0.0000 | lr=3.00e-04 | t=32.3s +step= 5300 | total=3.4342 | leaf=3.4342 | ancestor=0.0000 | lr=3.00e-04 | t=25.4s +step= 5400 | total=3.5141 | leaf=3.5141 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 5500 | total=3.5244 | leaf=3.5244 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 5600 | total=3.4166 | leaf=3.4166 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 5700 | total=3.5063 | leaf=3.5063 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 5800 | total=3.4510 | leaf=3.4510 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 5900 | total=3.3643 | leaf=3.3643 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 6000 | total=3.4608 | leaf=3.4608 | 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ancestor=0.0000 | lr=3.00e-04 | t=37.9s +step= 7300 | total=3.3144 | leaf=3.3144 | ancestor=0.0000 | lr=3.00e-04 | t=38.1s +step= 7400 | total=3.3657 | leaf=3.3657 | ancestor=0.0000 | lr=3.00e-04 | t=39.8s +step= 7500 | total=3.2703 | leaf=3.2703 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 7600 | total=3.3674 | leaf=3.3674 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 7700 | total=3.4416 | leaf=3.4416 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 7800 | total=3.2971 | leaf=3.2971 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 7900 | total=3.3517 | leaf=3.3517 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 8000 | total=3.3473 | leaf=3.3473 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 8100 | total=3.4161 | leaf=3.4161 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 8200 | total=3.3876 | leaf=3.3876 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 8300 | total=3.4620 | leaf=3.4620 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 8400 | total=3.4335 | leaf=3.4335 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 8500 | total=3.3688 | leaf=3.3688 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 8600 | total=3.4655 | leaf=3.4655 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 8700 | total=3.2878 | leaf=3.2878 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 8800 | total=3.5483 | leaf=3.5483 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 8900 | total=3.4507 | leaf=3.4507 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 9000 | total=3.2938 | leaf=3.2938 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 9100 | total=3.2965 | leaf=3.2965 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 9200 | total=3.2935 | leaf=3.2935 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 9300 | total=3.2921 | leaf=3.2921 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 9400 | total=3.2421 | leaf=3.2421 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 9500 | total=3.2382 | leaf=3.2382 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 9600 | total=3.3259 | leaf=3.3259 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 9700 | total=3.3433 | leaf=3.3433 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 9800 | total=3.2652 | leaf=3.2652 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 9900 | total=3.4807 | leaf=3.4807 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 10000 | total=3.3404 | leaf=3.3404 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s + VAL | loss_leaf=3.3210 | loss_ancestor=0.0000 | loss_total=3.3210 + Saved checkpoint: outputs/sad_new/ckpt_10000.pt +step= 10100 | total=3.3546 | leaf=3.3546 | ancestor=0.0000 | lr=3.00e-04 | t=40.1s +step= 10200 | total=3.2498 | leaf=3.2498 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10300 | total=3.3691 | leaf=3.3691 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10400 | total=3.3702 | leaf=3.3702 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10500 | total=3.2674 | leaf=3.2674 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10600 | total=3.2377 | leaf=3.2377 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10700 | total=3.2975 | leaf=3.2975 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10800 | total=3.3108 | leaf=3.3108 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 10900 | total=3.3743 | leaf=3.3743 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11000 | total=3.3789 | leaf=3.3789 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 11100 | total=3.3482 | leaf=3.3482 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 11200 | total=3.3281 | leaf=3.3281 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 11300 | total=3.3218 | leaf=3.3218 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 11400 | total=3.2368 | leaf=3.2368 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 11500 | total=3.4175 | leaf=3.4175 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 11600 | total=3.2666 | leaf=3.2666 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 11700 | total=3.2828 | leaf=3.2828 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 11800 | total=3.2481 | leaf=3.2481 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 11900 | total=3.2677 | leaf=3.2677 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12000 | total=3.2846 | leaf=3.2846 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12100 | total=3.2809 | leaf=3.2809 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12200 | total=3.2023 | leaf=3.2023 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 12300 | total=3.2578 | leaf=3.2578 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 12400 | total=3.1575 | leaf=3.1575 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12500 | total=3.1901 | leaf=3.1901 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 12600 | total=3.3181 | leaf=3.3181 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 12700 | total=3.2068 | leaf=3.2068 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 12800 | total=3.2020 | leaf=3.2020 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 12900 | total=3.1308 | leaf=3.1308 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 13000 | total=3.2645 | leaf=3.2645 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 13100 | total=3.0602 | leaf=3.0602 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13200 | total=3.1954 | leaf=3.1954 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13300 | total=3.2361 | leaf=3.2361 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13400 | total=3.1889 | leaf=3.1889 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13500 | total=3.1953 | leaf=3.1953 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13600 | total=3.2798 | leaf=3.2798 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13700 | total=3.1551 | leaf=3.1551 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13800 | total=3.2281 | leaf=3.2281 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 13900 | total=3.1193 | leaf=3.1193 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14000 | total=3.2154 | leaf=3.2154 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14100 | total=3.1710 | leaf=3.1710 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 14200 | total=3.1717 | leaf=3.1717 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 14300 | total=3.2034 | leaf=3.2034 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 14400 | total=3.0951 | leaf=3.0951 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 14500 | total=3.1057 | leaf=3.1057 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 14600 | total=3.1210 | leaf=3.1210 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 14700 | total=3.1972 | leaf=3.1972 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 14800 | total=3.0965 | leaf=3.0965 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 14900 | total=3.0895 | leaf=3.0895 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 15000 | total=3.2244 | leaf=3.2244 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s + VAL | loss_leaf=3.1538 | loss_ancestor=0.0000 | loss_total=3.1538 +step= 15100 | total=3.0544 | leaf=3.0544 | ancestor=0.0000 | lr=3.00e-04 | t=29.8s +step= 15200 | total=3.2268 | leaf=3.2268 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 15300 | total=3.2518 | leaf=3.2518 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 15400 | total=3.1401 | leaf=3.1401 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 15500 | total=3.2060 | leaf=3.2060 | ancestor=0.0000 | lr=3.00e-04 | t=50.4s +step= 15600 | total=3.2063 | leaf=3.2063 | ancestor=0.0000 | lr=3.00e-04 | t=25.3s +step= 15700 | total=3.2735 | leaf=3.2735 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 15800 | total=3.0863 | leaf=3.0863 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 15900 | total=3.1721 | leaf=3.1721 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16000 | total=3.1487 | leaf=3.1487 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16100 | total=3.0039 | leaf=3.0039 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16200 | total=3.2593 | leaf=3.2593 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16300 | total=3.2720 | leaf=3.2720 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16400 | total=3.1846 | leaf=3.1846 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16500 | total=3.1506 | leaf=3.1506 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16600 | total=3.0642 | leaf=3.0642 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16700 | total=3.0712 | leaf=3.0712 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16800 | total=3.1939 | leaf=3.1939 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 16900 | total=3.1484 | leaf=3.1484 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17000 | total=3.1316 | leaf=3.1316 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17100 | total=2.9943 | leaf=2.9943 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17200 | total=3.1431 | leaf=3.1431 | ancestor=0.0000 | lr=2.99e-04 | t=25.5s +step= 17300 | total=3.0771 | leaf=3.0771 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 17400 | total=3.1609 | leaf=3.1609 | ancestor=0.0000 | lr=2.99e-04 | t=25.5s +step= 17500 | total=3.0894 | leaf=3.0894 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 17600 | total=2.9487 | leaf=2.9487 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17700 | total=3.1859 | leaf=3.1859 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 17800 | total=3.1126 | leaf=3.1126 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 17900 | total=3.1230 | leaf=3.1230 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 18000 | total=3.0351 | leaf=3.0351 | ancestor=0.0000 | lr=2.99e-04 | t=25.5s +step= 18100 | total=3.1393 | leaf=3.1393 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 18200 | total=3.2122 | leaf=3.2122 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 18300 | total=3.1003 | leaf=3.1003 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 18400 | total=3.0321 | leaf=3.0321 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 18500 | total=3.0267 | leaf=3.0267 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 18600 | total=3.1515 | leaf=3.1515 | ancestor=0.0000 | lr=2.99e-04 | t=25.5s +step= 18700 | total=3.1392 | leaf=3.1392 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 18800 | total=3.1016 | leaf=3.1016 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 18900 | total=3.0369 | leaf=3.0369 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 19000 | total=3.0396 | leaf=3.0396 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 19100 | total=3.0491 | leaf=3.0491 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 19200 | total=2.9415 | leaf=2.9415 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 19300 | total=3.0430 | leaf=3.0430 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 19400 | total=3.0329 | leaf=3.0329 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 19500 | total=3.0653 | leaf=3.0653 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 19600 | total=3.0324 | leaf=3.0324 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 19700 | total=3.2003 | leaf=3.2003 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 19800 | total=3.1313 | leaf=3.1313 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 19900 | total=2.9890 | leaf=2.9890 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 20000 | total=3.1194 | leaf=3.1194 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s + VAL | loss_leaf=3.0731 | loss_ancestor=0.0000 | loss_total=3.0731 + Saved checkpoint: outputs/sad_new/ckpt_20000.pt +step= 20100 | total=3.0406 | leaf=3.0406 | ancestor=0.0000 | lr=2.99e-04 | t=40.5s +step= 20200 | total=3.0688 | leaf=3.0688 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20300 | total=3.0162 | leaf=3.0162 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20400 | total=3.0160 | leaf=3.0160 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20500 | total=3.0127 | leaf=3.0127 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20600 | total=3.0022 | leaf=3.0022 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20700 | total=3.0416 | leaf=3.0416 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20800 | total=3.0833 | leaf=3.0833 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 20900 | total=3.1247 | leaf=3.1247 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21000 | total=3.0256 | leaf=3.0256 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21100 | total=3.0663 | leaf=3.0663 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21200 | total=3.0004 | leaf=3.0004 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21300 | total=3.1635 | leaf=3.1635 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 21400 | total=3.0964 | leaf=3.0964 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 21500 | total=3.0112 | leaf=3.0112 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 21600 | total=3.1084 | leaf=3.1084 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 21700 | total=3.1499 | leaf=3.1499 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 21800 | total=3.1297 | leaf=3.1297 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 21900 | total=3.1145 | leaf=3.1145 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 22000 | total=2.9626 | leaf=2.9626 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 22100 | total=3.0667 | leaf=3.0667 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 22200 | total=2.9159 | leaf=2.9159 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 22300 | total=3.1230 | leaf=3.1230 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 22400 | total=2.9670 | leaf=2.9670 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 22500 | total=3.0457 | leaf=3.0457 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 22600 | total=3.1071 | leaf=3.1071 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 22700 | total=3.0663 | leaf=3.0663 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 22800 | total=2.9850 | leaf=2.9850 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 22900 | total=2.9161 | leaf=2.9161 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 23000 | total=3.1537 | leaf=3.1537 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 23100 | total=3.1620 | leaf=3.1620 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 23200 | total=3.0340 | leaf=3.0340 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 23300 | total=3.0901 | leaf=3.0901 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 23400 | total=3.0502 | leaf=3.0502 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 23500 | total=3.0568 | leaf=3.0568 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 23600 | total=3.0492 | leaf=3.0492 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 23700 | total=2.9927 | leaf=2.9927 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 23800 | total=2.9358 | leaf=2.9358 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 23900 | total=3.0147 | leaf=3.0147 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 24000 | total=3.1459 | leaf=3.1459 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 24100 | total=2.9956 | leaf=2.9956 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 24200 | total=3.0410 | leaf=3.0410 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 24300 | total=2.9605 | leaf=2.9605 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 24400 | total=2.9235 | leaf=2.9235 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 24500 | total=2.8614 | leaf=2.8614 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 24600 | total=2.9865 | leaf=2.9865 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 24700 | total=3.1837 | leaf=3.1837 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 24800 | total=2.9821 | leaf=2.9821 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 24900 | total=2.9082 | leaf=2.9082 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 25000 | total=2.9617 | leaf=2.9617 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s + VAL | loss_leaf=2.9972 | loss_ancestor=0.0000 | loss_total=2.9972 +step= 25100 | total=2.9522 | leaf=2.9522 | ancestor=0.0000 | lr=2.99e-04 | t=29.8s +step= 25200 | total=2.9819 | leaf=2.9819 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 25300 | total=3.1124 | leaf=3.1124 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 25400 | total=2.9668 | leaf=2.9668 | ancestor=0.0000 | lr=2.99e-04 | t=25.2s +step= 25500 | total=2.9270 | leaf=2.9270 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 25600 | total=2.9093 | leaf=2.9093 | ancestor=0.0000 | lr=2.99e-04 | t=25.3s +step= 25700 | total=2.9623 | leaf=2.9623 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 25800 | total=3.0778 | leaf=3.0778 | ancestor=0.0000 | lr=2.98e-04 | t=25.3s +step= 25900 | total=2.9701 | leaf=2.9701 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 26000 | total=2.9792 | leaf=2.9792 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 26100 | total=2.8969 | leaf=2.8969 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 26200 | total=2.9406 | leaf=2.9406 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 26300 | total=3.0110 | leaf=3.0110 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 26400 | total=2.8757 | leaf=2.8757 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 26500 | total=3.0232 | leaf=3.0232 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 26600 | total=2.9233 | leaf=2.9233 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 26700 | total=2.9912 | leaf=2.9912 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 26800 | total=2.9754 | leaf=2.9754 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 26900 | total=2.9274 | leaf=2.9274 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 27000 | total=3.0147 | leaf=3.0147 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 27100 | total=2.8821 | leaf=2.8821 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 27200 | total=3.0007 | leaf=3.0007 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 27300 | total=2.8985 | leaf=2.8985 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 27400 | total=2.8985 | leaf=2.8985 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 27500 | total=2.9936 | leaf=2.9936 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 27600 | total=2.9468 | leaf=2.9468 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 27700 | total=2.9357 | leaf=2.9357 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 27800 | total=2.9866 | leaf=2.9866 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 27900 | total=2.8513 | leaf=2.8513 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 28000 | total=2.9831 | leaf=2.9831 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 28100 | total=2.9239 | leaf=2.9239 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 28200 | total=3.0686 | leaf=3.0686 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 28300 | total=3.0998 | leaf=3.0998 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 28400 | total=3.0430 | leaf=3.0430 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 28500 | total=2.9748 | leaf=2.9748 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 28600 | total=2.8785 | leaf=2.8785 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 28700 | total=3.0248 | leaf=3.0248 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 28800 | total=3.0809 | leaf=3.0809 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 28900 | total=2.9881 | leaf=2.9881 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 29000 | total=2.9008 | leaf=2.9008 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 29100 | total=2.8662 | leaf=2.8662 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 29200 | total=2.8609 | leaf=2.8609 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 29300 | total=3.0067 | leaf=3.0067 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 29400 | total=3.0289 | leaf=3.0289 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 29500 | total=2.9565 | leaf=2.9565 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 29600 | total=3.0115 | leaf=3.0115 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 29700 | total=3.0453 | leaf=3.0453 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 29800 | total=2.9781 | leaf=2.9781 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 29900 | total=2.9574 | leaf=2.9574 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 30000 | total=2.9010 | leaf=2.9010 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s + VAL | loss_leaf=2.9506 | loss_ancestor=0.0000 | loss_total=2.9506 + Saved checkpoint: outputs/sad_new/ckpt_30000.pt +step= 30100 | total=2.9762 | leaf=2.9762 | ancestor=0.0000 | lr=2.98e-04 | t=40.0s +step= 30200 | total=2.9069 | leaf=2.9069 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 30300 | total=2.8901 | leaf=2.8901 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 30400 | total=2.9027 | leaf=2.9027 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 30500 | total=2.8711 | leaf=2.8711 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 30600 | total=3.0156 | leaf=3.0156 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 30700 | total=2.9854 | leaf=2.9854 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 30800 | total=2.9162 | leaf=2.9162 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 30900 | total=2.9782 | leaf=2.9782 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 31000 | total=2.8504 | leaf=2.8504 | ancestor=0.0000 | lr=2.98e-04 | t=25.4s +step= 31100 | total=2.9082 | leaf=2.9082 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 31200 | total=3.0451 | leaf=3.0451 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 31300 | total=2.9818 | leaf=2.9818 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 31400 | total=2.9764 | leaf=2.9764 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 31500 | total=2.9588 | leaf=2.9588 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 31600 | total=2.8851 | leaf=2.8851 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 31700 | total=3.0096 | leaf=3.0096 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 31800 | total=2.9168 | leaf=2.9168 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 31900 | total=2.9499 | leaf=2.9499 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 32000 | total=2.9082 | leaf=2.9082 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 32100 | total=2.9507 | leaf=2.9507 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 32200 | total=2.8827 | leaf=2.8827 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 32300 | total=2.9369 | leaf=2.9369 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 32400 | total=2.9657 | leaf=2.9657 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 32500 | total=2.9792 | leaf=2.9792 | ancestor=0.0000 | lr=2.98e-04 | t=25.2s +step= 32600 | total=2.9578 | leaf=2.9578 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 32700 | total=2.9765 | leaf=2.9765 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 32800 | total=2.8749 | leaf=2.8749 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 32900 | total=2.9521 | leaf=2.9521 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33000 | total=2.8547 | leaf=2.8547 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33100 | total=2.8590 | leaf=2.8590 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33200 | total=2.9889 | leaf=2.9889 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33300 | total=2.8185 | leaf=2.8185 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33400 | total=3.0279 | leaf=3.0279 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33500 | total=2.7595 | leaf=2.7595 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33600 | total=2.8655 | leaf=2.8655 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33700 | total=2.9571 | leaf=2.9571 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33800 | total=2.9997 | leaf=2.9997 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 33900 | total=2.7370 | leaf=2.7370 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s 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35100 | total=2.9497 | leaf=2.9497 | ancestor=0.0000 | lr=2.97e-04 | t=29.8s +step= 35200 | total=2.8837 | leaf=2.8837 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 35300 | total=2.9248 | leaf=2.9248 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 35400 | total=2.8670 | leaf=2.8670 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 35500 | total=2.8870 | leaf=2.8870 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 35600 | total=2.9052 | leaf=2.9052 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 35700 | total=2.8047 | leaf=2.8047 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 35800 | total=2.9084 | leaf=2.9084 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 35900 | total=2.9215 | leaf=2.9215 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 36000 | total=2.9370 | leaf=2.9370 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 36100 | total=2.8487 | leaf=2.8487 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 36200 | total=2.8000 | leaf=2.8000 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s 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t=25.2s +step= 37500 | total=2.9069 | leaf=2.9069 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 37600 | total=2.8284 | leaf=2.8284 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 37700 | total=2.9428 | leaf=2.9428 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 37800 | total=2.8887 | leaf=2.8887 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 37900 | total=2.9002 | leaf=2.9002 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 38000 | total=2.8885 | leaf=2.8885 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 38100 | total=2.8718 | leaf=2.8718 | ancestor=0.0000 | lr=2.97e-04 | t=25.2s +step= 38200 | total=2.8985 | leaf=2.8985 | ancestor=0.0000 | lr=2.96e-04 | t=25.2s +step= 38300 | total=2.9056 | leaf=2.9056 | ancestor=0.0000 | lr=2.96e-04 | t=25.2s +step= 38400 | total=2.8768 | leaf=2.8768 | ancestor=0.0000 | lr=2.96e-04 | t=25.2s +step= 38500 | total=2.8216 | leaf=2.8216 | ancestor=0.0000 | lr=2.96e-04 | t=25.2s +step= 38600 | total=2.8862 | leaf=2.8862 | ancestor=0.0000 | lr=2.96e-04 | t=25.2s +step= 38700 | total=7.2650 | leaf=7.2650 | ancestor=0.0000 | lr=2.96e-04 | t=25.2s +step= 38800 | total=9.5553 | leaf=9.5553 | ancestor=0.0000 | lr=2.96e-04 | t=25.2s +step= 38900 | total=13.2414 | leaf=13.2414 | ancestor=0.0000 | lr=2.96e-04 | t=25.2s +step= 39000 | total=8.1947 | leaf=8.1947 | ancestor=0.0000 | lr=2.96e-04 | t=25.2s +step= 39100 | total=7.4666 | leaf=7.4666 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 39200 | total=7.6086 | leaf=7.6086 | ancestor=0.0000 | lr=2.96e-04 | t=25.2s +step= 39300 | total=7.6530 | leaf=7.6530 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 39400 | total=7.7629 | leaf=7.7629 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 39500 | total=7.7041 | leaf=7.7041 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 39600 | total=7.7121 | leaf=7.7121 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 39700 | total=7.7596 | leaf=7.7596 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 39800 | total=7.8762 | leaf=7.8762 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 39900 | total=7.8072 | leaf=7.8072 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 40000 | total=7.7928 | leaf=7.7928 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s + VAL | loss_leaf=7.8566 | loss_ancestor=0.0000 | loss_total=7.8566 + Saved checkpoint: outputs/sad_new/ckpt_40000.pt +step= 40100 | total=7.8504 | leaf=7.8504 | ancestor=0.0000 | lr=2.96e-04 | t=36.6s +step= 40200 | total=7.9569 | leaf=7.9569 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 40300 | total=7.9929 | leaf=7.9929 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 40400 | total=7.9284 | leaf=7.9284 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 40500 | total=8.0211 | leaf=8.0211 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 40600 | total=7.9990 | leaf=7.9990 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 40700 | total=8.1780 | leaf=8.1780 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 40800 | total=8.1894 | leaf=8.1894 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s 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t=25.1s +step= 42100 | total=7.5917 | leaf=7.5917 | ancestor=0.0000 | lr=2.96e-04 | t=25.0s +step= 42200 | total=7.4550 | leaf=7.4550 | ancestor=0.0000 | lr=2.96e-04 | t=25.0s +step= 42300 | total=7.4906 | leaf=7.4906 | ancestor=0.0000 | lr=2.96e-04 | t=25.1s +step= 42400 | total=7.5844 | leaf=7.5844 | ancestor=0.0000 | lr=2.96e-04 | t=25.0s +step= 42500 | total=7.4961 | leaf=7.4961 | ancestor=0.0000 | lr=2.96e-04 | t=25.0s +step= 42600 | total=7.4459 | leaf=7.4459 | ancestor=0.0000 | lr=2.96e-04 | t=25.0s +step= 42700 | total=7.8283 | leaf=7.8283 | ancestor=0.0000 | lr=2.96e-04 | t=25.0s +step= 42800 | total=7.5669 | leaf=7.5669 | ancestor=0.0000 | lr=2.96e-04 | t=25.0s +step= 42900 | total=7.5305 | leaf=7.5305 | ancestor=0.0000 | lr=2.96e-04 | t=25.0s +step= 43000 | total=7.4679 | leaf=7.4679 | ancestor=0.0000 | lr=2.96e-04 | t=25.0s +step= 43100 | total=7.4455 | leaf=7.4455 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 43200 | total=7.5184 | leaf=7.5184 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 43300 | total=7.4544 | leaf=7.4544 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 43400 | total=7.4910 | leaf=7.4910 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 43500 | total=7.4160 | leaf=7.4160 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 43600 | total=7.3589 | leaf=7.3589 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 43700 | total=7.4001 | leaf=7.4001 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 43800 | total=7.3581 | leaf=7.3581 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 43900 | total=7.4714 | leaf=7.4714 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 44000 | total=7.3329 | leaf=7.3329 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 44100 | total=7.4336 | leaf=7.4336 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 44200 | total=7.3477 | leaf=7.3477 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 44300 | total=7.3139 | leaf=7.3139 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 44400 | total=7.3275 | leaf=7.3275 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 44500 | total=7.4131 | leaf=7.4131 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 44600 | total=7.3144 | leaf=7.3144 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 44700 | total=7.3398 | leaf=7.3398 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 44800 | total=7.3014 | leaf=7.3014 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 44900 | total=7.2794 | leaf=7.2794 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 45000 | total=7.3067 | leaf=7.3067 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s + VAL | loss_leaf=7.3098 | loss_ancestor=0.0000 | loss_total=7.3098 +step= 45100 | total=7.3626 | leaf=7.3626 | ancestor=0.0000 | lr=2.95e-04 | t=29.6s +step= 45200 | total=7.3193 | leaf=7.3193 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 45300 | total=7.3873 | leaf=7.3873 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 45400 | total=7.2356 | leaf=7.2356 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 45500 | total=7.2904 | leaf=7.2904 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 45600 | total=7.2188 | leaf=7.2188 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 45700 | total=7.2864 | leaf=7.2864 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 45800 | total=7.2962 | leaf=7.2962 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 45900 | total=7.2639 | leaf=7.2639 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 46000 | total=7.2115 | leaf=7.2115 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 46100 | total=7.2972 | leaf=7.2972 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 46200 | total=7.1134 | leaf=7.1134 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 46300 | total=7.1750 | leaf=7.1750 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 46400 | total=7.1669 | leaf=7.1669 | ancestor=0.0000 | lr=2.95e-04 | t=25.2s +step= 46500 | total=7.1363 | leaf=7.1363 | ancestor=0.0000 | lr=2.95e-04 | t=25.1s +step= 46600 | total=7.2791 | leaf=7.2791 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 46700 | total=7.4642 | leaf=7.4642 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 46800 | total=7.1892 | leaf=7.1892 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 46900 | total=7.1366 | leaf=7.1366 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 47000 | total=7.0224 | leaf=7.0224 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 47100 | total=7.1273 | leaf=7.1273 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 47200 | total=7.0058 | leaf=7.0058 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 47300 | total=7.0375 | leaf=7.0375 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 47400 | total=7.1482 | leaf=7.1482 | ancestor=0.0000 | lr=2.95e-04 | t=25.0s +step= 47500 | total=7.1219 | leaf=7.1219 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 47600 | total=7.0699 | leaf=7.0699 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 47700 | total=6.9736 | leaf=6.9736 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 47800 | total=7.0667 | leaf=7.0667 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 47900 | total=7.0476 | leaf=7.0476 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 48000 | total=7.2662 | leaf=7.2662 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 48100 | total=7.0390 | leaf=7.0390 | ancestor=0.0000 | lr=2.94e-04 | t=25.1s +step= 48200 | total=7.0794 | leaf=7.0794 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 48300 | total=7.1032 | leaf=7.1032 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 48400 | total=7.0874 | leaf=7.0874 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 48500 | total=7.1858 | leaf=7.1858 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 48600 | total=7.1095 | leaf=7.1095 | ancestor=0.0000 | lr=2.94e-04 | t=25.1s +step= 48700 | total=7.0474 | leaf=7.0474 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 48800 | total=6.9920 | leaf=6.9920 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 48900 | total=7.2171 | leaf=7.2171 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 49000 | total=7.3447 | leaf=7.3447 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 49100 | total=7.2320 | leaf=7.2320 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 49200 | total=7.0523 | leaf=7.0523 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 49300 | total=7.0974 | leaf=7.0974 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 49400 | total=7.1254 | leaf=7.1254 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 49500 | total=7.1064 | leaf=7.1064 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 49600 | total=7.1602 | leaf=7.1602 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 49700 | total=7.0757 | leaf=7.0757 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 49800 | total=7.1087 | leaf=7.1087 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 49900 | total=7.2125 | leaf=7.2125 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 50000 | total=7.1337 | leaf=7.1337 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s + VAL | loss_leaf=7.1627 | loss_ancestor=0.0000 | loss_total=7.1627 + Saved checkpoint: outputs/sad_new/ckpt_50000.pt +step= 50100 | total=7.1345 | leaf=7.1345 | ancestor=0.0000 | lr=2.94e-04 | t=36.3s +step= 50200 | total=7.3263 | leaf=7.3263 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 50300 | total=7.1270 | leaf=7.1270 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 50400 | total=8.5118 | leaf=8.5118 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 50500 | total=8.3490 | leaf=8.3490 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 50600 | total=7.1888 | leaf=7.1888 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 50700 | total=7.2208 | leaf=7.2208 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 50800 | total=7.7603 | leaf=7.7603 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 50900 | total=7.1234 | leaf=7.1234 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 51000 | total=7.1227 | leaf=7.1227 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 51100 | total=7.0863 | leaf=7.0863 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 51200 | total=7.1147 | leaf=7.1147 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 51300 | total=7.0953 | leaf=7.0953 | ancestor=0.0000 | lr=2.94e-04 | t=25.0s +step= 51400 | total=7.0936 | leaf=7.0936 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 51500 | total=7.1418 | leaf=7.1418 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 51600 | total=7.2281 | leaf=7.2281 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 51700 | total=7.1376 | leaf=7.1376 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 51800 | total=9.1308 | leaf=9.1308 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 51900 | total=7.5337 | leaf=7.5337 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 52000 | total=7.2166 | leaf=7.2166 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 52100 | total=7.1758 | leaf=7.1758 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 52200 | total=7.2197 | leaf=7.2197 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 52300 | total=7.2495 | leaf=7.2495 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 52400 | total=7.2231 | leaf=7.2231 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 52500 | total=7.0173 | leaf=7.0173 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 52600 | total=7.2212 | leaf=7.2212 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 52700 | total=7.3045 | leaf=7.3045 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 52800 | total=7.2077 | leaf=7.2077 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 52900 | total=7.1458 | leaf=7.1458 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 53000 | total=7.1528 | leaf=7.1528 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 53100 | total=7.1638 | leaf=7.1638 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 53200 | total=7.5502 | leaf=7.5502 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 53300 | total=7.3189 | leaf=7.3189 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 53400 | total=7.2129 | leaf=7.2129 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 53500 | total=7.1513 | leaf=7.1513 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 53600 | total=7.1481 | leaf=7.1481 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 53700 | total=7.0789 | leaf=7.0789 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 53800 | total=7.0833 | leaf=7.0833 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 53900 | total=7.1917 | leaf=7.1917 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 54000 | total=7.1875 | leaf=7.1875 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 54100 | total=7.0966 | leaf=7.0966 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 54200 | total=7.4634 | leaf=7.4634 | ancestor=0.0000 | lr=2.93e-04 | t=25.0s +step= 54300 | total=7.2124 | leaf=7.2124 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 54400 | total=7.5024 | leaf=7.5024 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 54500 | total=7.0928 | leaf=7.0928 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 54600 | total=7.1648 | leaf=7.1648 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 54700 | total=7.1977 | leaf=7.1977 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 54800 | total=7.0683 | leaf=7.0683 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 54900 | total=7.0877 | leaf=7.0877 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s +step= 55000 | total=7.7774 | leaf=7.7774 | ancestor=0.0000 | lr=2.93e-04 | t=24.9s + VAL | loss_leaf=7.6965 | loss_ancestor=0.0000 | loss_total=7.6965 +step= 55100 | total=7.1996 | leaf=7.1996 | ancestor=0.0000 | lr=2.92e-04 | t=29.4s +step= 55200 | total=7.5079 | leaf=7.5079 | ancestor=0.0000 | lr=2.92e-04 | t=25.0s +step= 55300 | total=7.2143 | leaf=7.2143 | ancestor=0.0000 | lr=2.92e-04 | t=25.0s +step= 55400 | total=7.1911 | leaf=7.1911 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 55500 | total=7.2000 | leaf=7.2000 | ancestor=0.0000 | lr=2.92e-04 | t=25.0s +step= 55600 | total=7.1331 | leaf=7.1331 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 55700 | total=7.1712 | leaf=7.1712 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 55800 | total=7.1382 | leaf=7.1382 | ancestor=0.0000 | lr=2.92e-04 | t=25.0s +step= 55900 | total=7.1184 | leaf=7.1184 | ancestor=0.0000 | lr=2.92e-04 | t=25.0s +step= 56000 | total=11.6476 | leaf=11.6476 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 56100 | total=7.1423 | leaf=7.1423 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 56200 | total=7.0985 | leaf=7.0985 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 56300 | total=7.0400 | leaf=7.0400 | ancestor=0.0000 | lr=2.92e-04 | t=25.0s +step= 56400 | total=7.1298 | leaf=7.1298 | ancestor=0.0000 | lr=2.92e-04 | t=25.0s +step= 56500 | total=7.1239 | leaf=7.1239 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 56600 | total=7.0188 | leaf=7.0188 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 56700 | total=7.1104 | leaf=7.1104 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 56800 | total=7.2801 | leaf=7.2801 | ancestor=0.0000 | lr=2.92e-04 | t=25.0s +step= 56900 | total=17.3822 | leaf=17.3822 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 57000 | total=7.9903 | leaf=7.9903 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 57100 | total=7.0950 | leaf=7.0950 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 57200 | total=7.1058 | leaf=7.1058 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 57300 | total=7.3063 | leaf=7.3063 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 57400 | total=7.1254 | leaf=7.1254 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 57500 | total=7.1470 | leaf=7.1470 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 57600 | total=7.0886 | leaf=7.0886 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 57700 | total=7.0030 | leaf=7.0030 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 57800 | total=7.1073 | leaf=7.1073 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 57900 | total=7.2480 | leaf=7.2480 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 58000 | total=6.9807 | leaf=6.9807 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 58100 | total=7.0626 | leaf=7.0626 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 58200 | total=7.1462 | leaf=7.1462 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 58300 | total=7.2298 | leaf=7.2298 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 58400 | total=7.9558 | leaf=7.9558 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 58500 | total=7.5988 | leaf=7.5988 | ancestor=0.0000 | lr=2.92e-04 | t=24.9s +step= 58600 | total=7.7663 | leaf=7.7663 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 58700 | total=7.3081 | leaf=7.3081 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 58800 | total=10.6933 | leaf=10.6933 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 58900 | total=7.2981 | leaf=7.2981 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 59000 | total=7.3336 | leaf=7.3336 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 59100 | total=7.2056 | leaf=7.2056 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 59200 | total=7.3418 | leaf=7.3418 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 59300 | total=7.1945 | leaf=7.1945 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 59400 | total=7.3197 | leaf=7.3197 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 59500 | total=7.3731 | leaf=7.3731 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 59600 | total=7.2197 | leaf=7.2197 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 59700 | total=7.2936 | leaf=7.2936 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 59800 | total=7.3356 | leaf=7.3356 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 59900 | total=7.1529 | leaf=7.1529 | ancestor=0.0000 | lr=2.91e-04 | t=25.0s +step= 60000 | total=7.2744 | leaf=7.2744 | ancestor=0.0000 | lr=2.91e-04 | t=25.0s + VAL | loss_leaf=7.2535 | loss_ancestor=0.0000 | loss_total=7.2535 + Saved checkpoint: outputs/sad_new/ckpt_60000.pt +step= 60100 | total=7.2375 | leaf=7.2375 | ancestor=0.0000 | lr=2.91e-04 | t=36.4s +step= 60200 | total=7.1818 | leaf=7.1818 | ancestor=0.0000 | lr=2.91e-04 | t=25.0s +step= 60300 | total=7.1945 | leaf=7.1945 | ancestor=0.0000 | lr=2.91e-04 | t=25.0s +step= 60400 | total=7.1733 | leaf=7.1733 | ancestor=0.0000 | lr=2.91e-04 | t=25.0s +step= 60500 | total=7.2723 | leaf=7.2723 | ancestor=0.0000 | lr=2.91e-04 | t=25.0s +step= 60600 | total=7.2862 | leaf=7.2862 | ancestor=0.0000 | lr=2.91e-04 | t=25.0s +step= 60700 | total=7.6188 | leaf=7.6188 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 60800 | total=7.3209 | leaf=7.3209 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 60900 | total=7.5594 | leaf=7.5594 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 61000 | total=7.2506 | leaf=7.2506 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 61100 | total=7.2049 | leaf=7.2049 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 61200 | total=7.2323 | leaf=7.2323 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 61300 | total=7.1627 | leaf=7.1627 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 61400 | total=7.1991 | leaf=7.1991 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 61500 | total=7.1213 | leaf=7.1213 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 61600 | total=7.1545 | leaf=7.1545 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 61700 | total=7.0835 | leaf=7.0835 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 61800 | total=7.0241 | leaf=7.0241 | ancestor=0.0000 | lr=2.91e-04 | t=24.9s +step= 61900 | total=7.0618 | leaf=7.0618 | ancestor=0.0000 | lr=2.90e-04 | t=25.1s +step= 62000 | total=6.9673 | leaf=6.9673 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 62100 | total=7.0789 | leaf=7.0789 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 62200 | total=6.9444 | leaf=6.9444 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 62300 | total=7.0863 | leaf=7.0863 | ancestor=0.0000 | lr=2.90e-04 | t=25.0s +step= 62400 | total=7.4010 | leaf=7.4010 | ancestor=0.0000 | lr=2.90e-04 | t=25.0s +step= 62500 | total=6.9021 | leaf=6.9021 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 62600 | total=7.0156 | leaf=7.0156 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 62700 | total=7.9125 | leaf=7.9125 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 62800 | total=6.9418 | leaf=6.9418 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 62900 | total=7.2859 | leaf=7.2859 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 63000 | total=6.9997 | leaf=6.9997 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 63100 | total=6.9670 | leaf=6.9670 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 63200 | total=6.9730 | leaf=6.9730 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 63300 | total=7.2600 | leaf=7.2600 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 63400 | total=7.0294 | leaf=7.0294 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 63500 | total=6.9947 | leaf=6.9947 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 63600 | total=6.9897 | leaf=6.9897 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 63700 | total=6.9720 | leaf=6.9720 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 63800 | total=9.5317 | leaf=9.5317 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 63900 | total=7.3411 | leaf=7.3411 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 64000 | total=7.1066 | leaf=7.1066 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 64100 | total=7.0499 | leaf=7.0499 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 64200 | total=7.0174 | leaf=7.0174 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 64300 | total=7.0267 | leaf=7.0267 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 64400 | total=6.9896 | leaf=6.9896 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 64500 | total=7.1282 | leaf=7.1282 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 64600 | total=7.1594 | leaf=7.1594 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 64700 | total=7.0679 | leaf=7.0679 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 64800 | total=7.7117 | leaf=7.7117 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 64900 | total=7.0947 | leaf=7.0947 | ancestor=0.0000 | lr=2.90e-04 | t=24.9s +step= 65000 | total=6.9497 | leaf=6.9497 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s + VAL | loss_leaf=7.0453 | loss_ancestor=0.0000 | loss_total=7.0453 +step= 65100 | total=7.2183 | leaf=7.2183 | ancestor=0.0000 | lr=2.89e-04 | t=29.5s +step= 65200 | total=7.2714 | leaf=7.2714 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 65300 | total=7.1818 | leaf=7.1818 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 65400 | total=7.9129 | leaf=7.9129 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 65500 | total=7.3840 | leaf=7.3840 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 65600 | total=7.1181 | leaf=7.1181 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 65700 | total=7.2459 | leaf=7.2459 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 65800 | total=8.3846 | leaf=8.3846 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 65900 | total=7.2403 | leaf=7.2403 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 66000 | total=7.3371 | leaf=7.3371 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 66100 | total=7.3545 | leaf=7.3545 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 66200 | total=7.3163 | leaf=7.3163 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 66300 | total=7.3992 | leaf=7.3992 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 66400 | total=7.3011 | leaf=7.3011 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 66500 | total=7.3321 | leaf=7.3321 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 66600 | total=7.3643 | leaf=7.3643 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 66700 | total=7.2779 | leaf=7.2779 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 66800 | total=7.3297 | leaf=7.3297 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 66900 | total=7.3004 | leaf=7.3004 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 67000 | total=7.2346 | leaf=7.2346 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 67100 | total=7.3594 | leaf=7.3594 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 67200 | total=7.2243 | leaf=7.2243 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 67300 | total=7.3441 | leaf=7.3441 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 67400 | total=7.2385 | leaf=7.2385 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 67500 | total=7.3411 | leaf=7.3411 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 67600 | total=7.3059 | leaf=7.3059 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 67700 | total=7.2857 | leaf=7.2857 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 67800 | total=7.3491 | leaf=7.3491 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 67900 | total=7.3284 | leaf=7.3284 | ancestor=0.0000 | lr=2.89e-04 | t=24.9s +step= 68000 | total=7.4420 | leaf=7.4420 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 68100 | total=7.3333 | leaf=7.3333 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 68200 | total=7.3468 | leaf=7.3468 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 68300 | total=7.3154 | leaf=7.3154 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 68400 | total=7.3691 | leaf=7.3691 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 68500 | total=7.5169 | leaf=7.5169 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 68600 | total=7.5270 | leaf=7.5270 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 68700 | total=7.3973 | leaf=7.3973 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 68800 | total=7.4943 | leaf=7.4943 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 68900 | total=7.4076 | leaf=7.4076 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 69000 | total=7.4766 | leaf=7.4766 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 69100 | total=7.4471 | leaf=7.4471 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 69200 | total=7.4442 | leaf=7.4442 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 69300 | total=7.4813 | leaf=7.4813 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 69400 | total=7.5140 | leaf=7.5140 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 69500 | total=7.5187 | leaf=7.5187 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 69600 | total=7.5262 | leaf=7.5262 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 69700 | total=7.4994 | leaf=7.4994 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 69800 | total=7.5506 | leaf=7.5506 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s +step= 69900 | total=7.4878 | leaf=7.4878 | ancestor=0.0000 | lr=2.88e-04 | t=24.9s 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| ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 71100 | total=7.6137 | leaf=7.6137 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 71200 | total=7.7132 | leaf=7.7132 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 71300 | total=7.7172 | leaf=7.7172 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 71400 | total=7.6915 | leaf=7.6915 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 71500 | total=7.7787 | leaf=7.7787 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 71600 | total=7.8100 | leaf=7.8100 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 71700 | total=7.6935 | leaf=7.6935 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 71800 | total=7.7583 | leaf=7.7583 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 71900 | total=7.8120 | leaf=7.8120 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 72000 | total=7.7553 | leaf=7.7553 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 72100 | total=7.7589 | leaf=7.7589 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 72200 | total=7.8042 | 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total=7.9133 | leaf=7.9133 | ancestor=0.0000 | lr=2.87e-04 | t=24.9s +step= 73500 | total=8.0005 | leaf=8.0005 | ancestor=0.0000 | lr=2.86e-04 | t=24.9s + File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 491, in main + loss, metrics = full_denoise_step( + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train.py", line 270, in full_denoise_step + loss, metrics = loss_fn( + ^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl + return self._call_impl(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl + return forward_call(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/src/losses/sad_loss.py", line 168, in forward + assert not torch.isnan(total), "NaN loss detected!" + ^^^^^^^^^^^^^^^^^^^^^^ +AssertionError: NaN loss detected! +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 579, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 491, in main +[rank0]: loss, metrics = full_denoise_step( +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 270, in full_denoise_step +[rank0]: loss, metrics = loss_fn( +[rank0]: ^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl +[rank0]: return self._call_impl(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl +[rank0]: return forward_call(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File 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lr=2.86e-04 | t=25.0s +step= 75000 | total=8.0882 | leaf=8.0882 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s + torch._dynamo.utils.warn_once(msg) + VAL | loss_leaf=8.1103 | loss_ancestor=0.0000 | loss_total=8.1103 +full-denoise training: 15%|████████▋ | 76454/500000 [27:25<10:36:37, 11.09it/s, leaf=8.3639, lr=2.9e-04] +step= 75100 | total=8.1192 | leaf=8.1192 | ancestor=0.0000 | lr=2.86e-04 | t=40.1s +step= 75200 | total=8.1088 | leaf=8.1088 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s +step= 75300 | total=8.1174 | leaf=8.1174 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s +step= 75400 | total=8.1524 | leaf=8.1524 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s +step= 75500 | total=8.1063 | leaf=8.1063 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s +step= 75600 | total=8.1176 | leaf=8.1176 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s +step= 75700 | total=8.1895 | leaf=8.1895 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s +step= 75800 | total=8.1126 | leaf=8.1126 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s +step= 75900 | total=8.1092 | leaf=8.1092 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s +step= 76000 | total=8.3275 | leaf=8.3275 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s +step= 76100 | total=8.2424 | leaf=8.2424 | ancestor=0.0000 | lr=2.86e-04 | t=25.0s +step= 76200 | total=8.2089 | leaf=8.2089 | ancestor=0.0000 | lr=2.85e-04 | t=25.0s +step= 76300 | total=8.2321 | leaf=8.2321 | ancestor=0.0000 | lr=2.85e-04 | t=25.0s +step= 76400 | total=8.1866 | leaf=8.1866 | ancestor=0.0000 | lr=2.85e-04 | t=25.0s +[WARN] step=76438 skipped: non-finite loss (total skips=1) +[WARN] step=76439 skipped: non-finite loss (total skips=2) +[WARN] step=76440 skipped: non-finite loss (total skips=3) +[WARN] step=76441 skipped: non-finite loss (total skips=4) +[WARN] step=76442 skipped: non-finite loss (total skips=5) +[WARN] step=76443 skipped: non-finite loss (total skips=6) +[WARN] step=76444 skipped: non-finite loss (total skips=7) +[WARN] step=76445 skipped: non-finite loss (total skips=8) +[WARN] step=76446 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non-finite loss (total skips=1288) +[WARN] step=77726 skipped: non-finite loss (total skips=1289) +[WARN] step=77727 skipped: non-finite loss (total skips=1290) +[WARN] step=77728 skipped: non-finite loss (total skips=1291) +[WARN] step=77729 skipped: non-finite loss (total skips=1292) +[WARN] step=77730 skipped: non-finite loss (total skips=1293) +[WARN] step=77731 skipped: non-finite loss (total skips=1294) +[WARN] step=77732 skipped: non-finite loss (total skips=1295) +[WARN] step=77733 skipped: non-finite loss (total skips=1296) +[WARN] step=77734 skipped: non-finite loss (total skips=1297) +[WARN] step=77735 skipped: non-finite loss (total skips=1298) +[WARN] step=77736 skipped: non-finite loss (total skips=1299) +[WARN] step=77737 skipped: non-finite loss (total skips=1300) +[WARN] step=77738 skipped: non-finite loss (total skips=1301) +[WARN] step=77739 skipped: non-finite loss (total skips=1302) +[WARN] step=77740 skipped: non-finite loss (total skips=1303) +[WARN] step=77741 skipped: non-finite loss (total skips=1304) +[WARN] step=77742 skipped: non-finite loss (total skips=1305) +[WARN] step=77743 skipped: non-finite loss (total skips=1306) +[WARN] step=77744 skipped: non-finite loss (total skips=1307) +[WARN] step=77745 skipped: non-finite loss (total skips=1308) +[WARN] step=77746 skipped: non-finite loss (total skips=1309) +[WARN] step=77747 skipped: non-finite loss (total skips=1310) +[WARN] step=77748 skipped: non-finite loss (total skips=1311) +[WARN] step=77749 skipped: non-finite loss (total skips=1312) +[WARN] step=77750 skipped: non-finite loss (total skips=1313) +[WARN] step=77751 skipped: non-finite loss (total skips=1314) +[WARN] step=77752 skipped: non-finite loss (total skips=1315) + File "/home/sunhc/diffusion/sad/scripts/train.py", line 602, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 501, in main + finite_flag.zero_() +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File 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sent","status":"200 OK"} +{"time":"2026-04-21T02:10:06.760046356Z","level":"INFO","msg":"stream: closing"} +{"time":"2026-04-21T02:10:19.476586938Z","level":"INFO","msg":"filestream: sending request","total_files":3,"history_offset":1355,"history_lines":25,"console_offset":1359,"console_lines":36} +{"time":"2026-04-21T02:10:20.193973316Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} diff --git a/wandb/run-20260421_014047-mefloecc/logs/debug.log b/wandb/run-20260421_014047-mefloecc/logs/debug.log new file mode 100644 index 0000000000000000000000000000000000000000..47a5dabacada07d232a4f31815f56463bd145838 --- /dev/null +++ b/wandb/run-20260421_014047-mefloecc/logs/debug.log @@ -0,0 +1,36 @@ +2026-04-21 01:40:47,458 INFO MainThread:3762127 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1 +2026-04-21 01:40:47,458 INFO MainThread:3762127 [wandb_setup.py:_flush():81] Configure stats pid to 3762127 +2026-04-21 01:40:47,458 INFO MainThread:3762127 [wandb_setup.py:_flush():81] Loading settings from environment variables +2026-04-21 01:40:47,458 INFO MainThread:3762127 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /home/sunhc/diffusion/sad/wandb/run-20260421_014047-mefloecc/logs/debug.log +2026-04-21 01:40:47,459 INFO MainThread:3762127 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /home/sunhc/diffusion/sad/wandb/run-20260421_014047-mefloecc/logs/debug-internal.log +2026-04-21 01:40:47,459 INFO MainThread:3762127 [wandb_init.py:init():844] calling init triggers +2026-04-21 01:40:47,459 INFO MainThread:3762127 [wandb_init.py:init():849] wandb.init called with sweep_config: {} +config: {'model': {'vocab_size': 50258, 'hidden_size': 768, 'n_blocks': 12, 'n_heads': 12, 'cond_dim': 128, 'max_seq_len': 512, 'block_size': 8, 'dropout': 0.0, 'num_levels': 2, 'level_sizes': [50258, 128]}, 'ancestor': {'lut_path': 'data/ancestor_lut_50257-128_top3_t1.0.pt', 'proto_path': 'data/hierarchy_prototypes_50257-128.pt'}, 'loss': {'lambda_ancestor': 0.0, 'mask_only': True}, 'training': {'seed': 0, 'batch_size': 64, 'num_steps': 500000, 'lr': 0.0003, 'lr_min': 3e-05, 'warmup_steps': 2000, 'weight_decay': 0.01, 'grad_clip': 1.0, 'dtype': 'bf16', 'compile': 'default', 'log_interval': 100, 'eval_interval': 5000, 'save_interval': 10000}, 'data': {'dataset': 'openwebtext', 'seq_len': 512, 'cache_dir': 'data/owt_cache', 'num_workers': 4, 'max_train_samples': None, 'max_val_samples': 100000, 'mode': 'subsample'}, 'logging': {'use_wandb': True, 'project': 'sad_new_owt', 'save_dir': 'outputs/sad_new'}, '_wandb': {}} +2026-04-21 01:40:47,459 INFO MainThread:3762127 [wandb_init.py:init():892] starting backend +2026-04-21 01:40:47,676 INFO MainThread:3762127 [wandb_init.py:init():895] sending inform_init request +2026-04-21 01:40:47,681 INFO MainThread:3762127 [wandb_init.py:init():903] backend started and connected +2026-04-21 01:40:47,682 INFO MainThread:3762127 [wandb_init.py:init():973] updated telemetry +2026-04-21 01:40:47,683 INFO MainThread:3762127 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout +2026-04-21 01:40:49,347 INFO MainThread:3762127 [wandb_init.py:init():1042] starting run threads in backend +2026-04-21 01:40:49,468 INFO MainThread:3762127 [wandb_run.py:_console_start():2524] atexit reg +2026-04-21 01:40:49,468 INFO MainThread:3762127 [wandb_run.py:_redirect():2373] redirect: wrap_raw +2026-04-21 01:40:49,468 INFO MainThread:3762127 [wandb_run.py:_redirect():2442] Wrapping output streams. +2026-04-21 01:40:49,468 INFO MainThread:3762127 [wandb_run.py:_redirect():2465] Redirects installed. +2026-04-21 01:40:49,471 INFO MainThread:3762127 [wandb_init.py:init():1082] run started, returning control to user process +2026-04-21 02:10:06,760 INFO wandb-AsyncioManager-main:3762127 [service_client.py:_forward_responses():134] Reached EOF. +2026-04-21 02:10:06,760 INFO wandb-AsyncioManager-main:3762127 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. +2026-04-21 02:10:24,522 ERROR wandb-AsyncioManager-main:3762127 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost diff --git a/wandb/run-20260421_024505-t5x3dmnx/files/output.log b/wandb/run-20260421_024505-t5x3dmnx/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..0c2c3499a7abffc28efbc5fc625246e1b8df7228 --- /dev/null +++ b/wandb/run-20260421_024505-t5x3dmnx/files/output.log @@ -0,0 +1,1096 @@ +full-denoise training: 0%| | 0/500000 [00:00 will be ignored +full-denoise training: 1%|▎ | 3101/500000 [13:23<34:45:01, 3.97it/s, leaf=3.4790, lr=3.0e-04] +step= 0 | total=10.7875 | leaf=10.7875 | ancestor=0.0000 | lr=0.00e+00 | t=22.3s +step= 100 | total=9.2957 | leaf=9.2957 | ancestor=0.0000 | lr=1.50e-05 | t=25.0s +step= 200 | total=7.4698 | leaf=7.4698 | ancestor=0.0000 | lr=3.00e-05 | t=25.0s +step= 300 | total=6.9420 | leaf=6.9420 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ancestor=0.0000 | lr=2.25e-04 | t=25.2s +step= 1600 | total=3.8908 | leaf=3.8908 | ancestor=0.0000 | lr=2.40e-04 | t=25.2s +step= 1700 | total=3.8435 | leaf=3.8435 | ancestor=0.0000 | lr=2.55e-04 | t=25.2s +step= 1800 | total=3.6869 | leaf=3.6869 | ancestor=0.0000 | lr=2.70e-04 | t=25.2s +step= 1900 | total=3.8315 | leaf=3.8315 | ancestor=0.0000 | lr=2.85e-04 | t=25.2s +step= 2000 | total=3.8113 | leaf=3.8113 | ancestor=0.0000 | lr=3.00e-04 | t=25.5s +step= 2100 | total=3.9916 | leaf=3.9916 | ancestor=0.0000 | lr=3.00e-04 | t=25.5s +step= 2200 | total=3.8364 | leaf=3.8364 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 2300 | total=3.6320 | leaf=3.6320 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 2400 | total=3.5981 | leaf=3.5981 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 2500 | total=3.7476 | leaf=3.7476 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 2600 | total=3.6168 | leaf=3.6168 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 2700 | total=3.5259 | leaf=3.5259 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 2800 | total=3.6492 | leaf=3.6492 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 2900 | total=3.5395 | leaf=3.5395 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 3000 | total=3.6040 | leaf=3.6040 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 3100 | total=3.4790 | leaf=3.4790 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 3200 | total=3.5725 | leaf=3.5725 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 3300 | total=3.6454 | leaf=3.6454 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 3400 | total=3.7612 | leaf=3.7612 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 3500 | total=3.4682 | leaf=3.4682 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 3600 | total=3.6488 | leaf=3.6488 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 3700 | total=3.5855 | leaf=3.5855 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 3800 | total=3.5572 | leaf=3.5572 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 3900 | total=3.4124 | leaf=3.4124 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 4000 | total=3.5026 | leaf=3.5026 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 4100 | total=3.5164 | leaf=3.5164 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 4200 | total=3.4532 | leaf=3.4532 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 4300 | total=3.4355 | leaf=3.4355 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 4400 | total=3.5207 | leaf=3.5207 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 4500 | total=3.4684 | leaf=3.4684 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 4600 | total=3.5535 | leaf=3.5535 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 4700 | total=3.4429 | leaf=3.4429 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 4800 | total=3.4491 | leaf=3.4491 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 4900 | total=3.4994 | leaf=3.4994 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 5000 | total=3.6017 | leaf=3.6017 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s + torch._dynamo.utils.warn_once(msg) + VAL | 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total=4.9826 | leaf=4.9826 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 6200 | total=6.0121 | leaf=6.0121 | ancestor=0.0000 | lr=3.00e-04 | t=25.2s +step= 6300 | total=7.5229 | leaf=7.5229 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 6400 | total=6.8287 | leaf=6.8287 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 6500 | total=6.4997 | leaf=6.4997 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 6600 | total=6.1309 | leaf=6.1309 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 6700 | total=6.1308 | leaf=6.1308 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 6800 | total=5.9017 | leaf=5.9017 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 6900 | total=6.3239 | leaf=6.3239 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 7000 | total=6.3352 | leaf=6.3352 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 7100 | total=6.0312 | leaf=6.0312 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 7200 | total=6.1306 | leaf=6.1306 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 7300 | total=5.6175 | leaf=5.6175 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 7400 | total=5.9624 | leaf=5.9624 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 7500 | total=5.5984 | leaf=5.5984 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 7600 | total=5.5544 | leaf=5.5544 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 7700 | total=5.7446 | leaf=5.7446 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 7800 | total=5.7756 | leaf=5.7756 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 7900 | total=5.3350 | leaf=5.3350 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 8000 | total=5.0682 | leaf=5.0682 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 8100 | total=6.0316 | leaf=6.0316 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 8200 | total=5.7861 | leaf=5.7861 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 8300 | total=5.0313 | leaf=5.0313 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 8400 | total=4.9273 | leaf=4.9273 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 8500 | total=4.9677 | leaf=4.9677 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 8600 | total=5.0678 | leaf=5.0678 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 8700 | total=4.7862 | leaf=4.7862 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 8800 | total=5.3766 | leaf=5.3766 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 8900 | total=5.2462 | leaf=5.2462 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 9000 | total=4.9472 | leaf=4.9472 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 9100 | total=4.6536 | leaf=4.6536 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 9200 | total=4.5807 | leaf=4.5807 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 9300 | total=4.7220 | leaf=4.7220 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 9400 | total=4.6942 | leaf=4.6942 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 9500 | total=4.7305 | leaf=4.7305 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 9600 | total=4.8908 | leaf=4.8908 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 9700 | total=4.8259 | leaf=4.8259 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 9800 | total=4.6908 | leaf=4.6908 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 9900 | total=4.6855 | leaf=4.6855 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 10000 | total=4.7246 | leaf=4.7246 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s + VAL | loss_leaf=4.6684 | loss_ancestor=0.0000 | loss_total=4.6684 + Saved checkpoint: outputs/sad_new/ckpt_10000.pt +step= 10100 | total=4.4380 | leaf=4.4380 | ancestor=0.0000 | lr=3.00e-04 | t=32.9s +step= 10200 | total=5.0992 | leaf=5.0992 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 10300 | total=4.6957 | leaf=4.6957 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 10400 | total=4.6269 | leaf=4.6269 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 10500 | total=4.3906 | leaf=4.3906 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 10600 | total=4.3569 | leaf=4.3569 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 10700 | total=4.5233 | leaf=4.5233 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 10800 | total=4.4496 | leaf=4.4496 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 10900 | total=4.5984 | leaf=4.5984 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 11000 | total=4.5729 | leaf=4.5729 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 11100 | total=4.7041 | leaf=4.7041 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 11200 | total=4.6984 | leaf=4.6984 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 11300 | total=4.6915 | leaf=4.6915 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 11400 | total=4.7409 | leaf=4.7409 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 11500 | total=4.6356 | leaf=4.6356 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 11600 | total=4.4230 | leaf=4.4230 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 11700 | total=4.6356 | leaf=4.6356 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 11800 | total=4.3631 | leaf=4.3631 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 11900 | total=4.5551 | leaf=4.5551 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 12000 | total=4.5273 | leaf=4.5273 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 12100 | total=4.5367 | leaf=4.5367 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 12200 | total=4.4833 | leaf=4.4833 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 12300 | total=4.7358 | leaf=4.7358 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 12400 | total=4.7895 | leaf=4.7895 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 12500 | total=4.5478 | leaf=4.5478 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 12600 | total=4.6107 | leaf=4.6107 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 12700 | total=4.9935 | leaf=4.9935 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 12800 | total=4.5256 | leaf=4.5256 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 12900 | total=4.5782 | leaf=4.5782 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 13000 | total=7.4578 | leaf=7.4578 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 13100 | total=6.0817 | leaf=6.0817 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 13200 | total=5.7955 | leaf=5.7955 | ancestor=0.0000 | lr=3.00e-04 | t=25.0s +step= 13300 | total=5.2261 | leaf=5.2261 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 13400 | total=5.3022 | leaf=5.3022 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 13500 | total=5.4819 | leaf=5.4819 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 13600 | total=5.7570 | leaf=5.7570 | ancestor=0.0000 | lr=3.00e-04 | t=25.1s +step= 13700 | total=5.6601 | leaf=5.6601 | ancestor=0.0000 | lr=3.00e-04 | t=29.1s +step= 13800 | total=5.6010 | leaf=5.6010 | ancestor=0.0000 | lr=3.00e-04 | t=38.0s +step= 13900 | total=5.5417 | leaf=5.5417 | ancestor=0.0000 | lr=3.00e-04 | t=38.2s +step= 14000 | total=5.9007 | leaf=5.9007 | ancestor=0.0000 | lr=3.00e-04 | t=38.2s +step= 14100 | total=5.6403 | leaf=5.6403 | ancestor=0.0000 | lr=3.00e-04 | t=37.9s +step= 14200 | total=5.4328 | leaf=5.4328 | ancestor=0.0000 | lr=3.00e-04 | t=38.1s +step= 14300 | total=5.4355 | leaf=5.4355 | ancestor=0.0000 | lr=3.00e-04 | t=38.0s +step= 14400 | total=5.3811 | leaf=5.3811 | ancestor=0.0000 | lr=3.00e-04 | t=41.3s +step= 14500 | total=5.5851 | leaf=5.5851 | ancestor=0.0000 | lr=3.00e-04 | t=37.8s +step= 14600 | total=5.7986 | leaf=5.7986 | ancestor=0.0000 | lr=3.00e-04 | t=38.0s +step= 14700 | total=6.1405 | leaf=6.1405 | ancestor=0.0000 | lr=3.00e-04 | t=38.2s +step= 14800 | total=6.0952 | leaf=6.0952 | ancestor=0.0000 | lr=3.00e-04 | t=38.5s +step= 14900 | total=6.0568 | leaf=6.0568 | ancestor=0.0000 | lr=3.00e-04 | t=38.0s +step= 15000 | total=6.1307 | leaf=6.1307 | ancestor=0.0000 | lr=3.00e-04 | t=38.1s + VAL | loss_leaf=5.9391 | loss_ancestor=0.0000 | loss_total=5.9391 +step= 15100 | total=5.9583 | leaf=5.9583 | ancestor=0.0000 | lr=3.00e-04 | t=48.7s +step= 15200 | total=5.9312 | leaf=5.9312 | ancestor=0.0000 | lr=3.00e-04 | t=37.3s +step= 15300 | total=5.9987 | leaf=5.9987 | ancestor=0.0000 | lr=3.00e-04 | t=37.9s +step= 15400 | total=5.9649 | leaf=5.9649 | ancestor=0.0000 | lr=3.00e-04 | t=38.1s +step= 15500 | total=6.1606 | leaf=6.1606 | ancestor=0.0000 | lr=3.00e-04 | t=66.3s +step= 15600 | total=6.2861 | leaf=6.2861 | ancestor=0.0000 | lr=3.00e-04 | t=38.3s +step= 15700 | total=6.0439 | leaf=6.0439 | ancestor=0.0000 | lr=2.99e-04 | t=41.8s +step= 15800 | total=6.1099 | leaf=6.1099 | ancestor=0.0000 | lr=2.99e-04 | t=38.1s +step= 15900 | total=6.0564 | leaf=6.0564 | ancestor=0.0000 | lr=2.99e-04 | t=38.1s +step= 16000 | total=7.6913 | leaf=7.6913 | ancestor=0.0000 | lr=2.99e-04 | t=38.4s +step= 16100 | total=7.3324 | leaf=7.3324 | ancestor=0.0000 | lr=2.99e-04 | t=37.8s +step= 16200 | total=7.4948 | leaf=7.4948 | ancestor=0.0000 | lr=2.99e-04 | t=37.9s +step= 16300 | total=12.7819 | leaf=12.7819 | ancestor=0.0000 | lr=2.99e-04 | t=38.3s +step= 16400 | total=11.8169 | leaf=11.8169 | ancestor=0.0000 | lr=2.99e-04 | t=41.5s +step= 16500 | total=12.4944 | leaf=12.4944 | ancestor=0.0000 | lr=2.99e-04 | t=37.8s +step= 16600 | total=9.1762 | leaf=9.1762 | ancestor=0.0000 | lr=2.99e-04 | t=38.1s +step= 16700 | total=9.5076 | leaf=9.5076 | ancestor=0.0000 | lr=2.99e-04 | t=38.3s +step= 16800 | total=9.4979 | leaf=9.4979 | ancestor=0.0000 | lr=2.99e-04 | t=37.9s +step= 16900 | total=9.3210 | leaf=9.3210 | ancestor=0.0000 | lr=2.99e-04 | t=38.0s +step= 17000 | total=7.5016 | leaf=7.5016 | ancestor=0.0000 | lr=2.99e-04 | t=38.2s +step= 17100 | total=7.0603 | leaf=7.0603 | ancestor=0.0000 | lr=2.99e-04 | t=40.7s +step= 17200 | total=7.2061 | leaf=7.2061 | ancestor=0.0000 | lr=2.99e-04 | t=25.1s +step= 17300 | total=6.8841 | leaf=6.8841 | ancestor=0.0000 | lr=2.99e-04 | t=25.1s +step= 17400 | total=16.3857 | leaf=16.3857 | ancestor=0.0000 | lr=2.99e-04 | t=25.1s +step= 17500 | total=7.0534 | leaf=7.0534 | ancestor=0.0000 | lr=2.99e-04 | t=25.0s +step= 17600 | total=6.9834 | leaf=6.9834 | ancestor=0.0000 | lr=2.99e-04 | t=25.0s +step= 17700 | total=7.1934 | leaf=7.1934 | ancestor=0.0000 | lr=2.99e-04 | t=25.1s +step= 17800 | total=6.8482 | leaf=6.8482 | ancestor=0.0000 | lr=2.99e-04 | t=25.1s +step= 17900 | total=6.6441 | leaf=6.6441 | ancestor=0.0000 | lr=2.99e-04 | t=25.1s +step= 18000 | total=6.9527 | leaf=6.9527 | ancestor=0.0000 | lr=2.99e-04 | t=25.1s +step= 18100 | total=6.8218 | leaf=6.8218 | ancestor=0.0000 | lr=2.99e-04 | t=25.0s +step= 18200 | total=32.2190 | leaf=32.2190 | ancestor=0.0000 | lr=2.99e-04 | t=25.0s +step= 18300 | total=33.0098 | leaf=33.0098 | ancestor=0.0000 | lr=2.99e-04 | t=25.1s +[WARN] step=18394 skipped: non-finite loss (total skips=1) +[WARN] step=18395 skipped: non-finite loss (total skips=2) +[WARN] step=18396 skipped: non-finite loss (total skips=3) +[WARN] step=18397 skipped: non-finite loss (total skips=4) +[WARN] step=18398 skipped: non-finite loss (total skips=5) +[WARN] step=18399 skipped: non-finite loss (total skips=6) +[WARN] step=18400 skipped: non-finite loss (total skips=7) +[WARN] step=18401 skipped: non-finite loss (total skips=8) 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step=19284 skipped: non-finite loss (total skips=891) +[WARN] step=19285 skipped: non-finite loss (total skips=892) +[WARN] step=19286 skipped: non-finite loss (total skips=893) + File "/home/sunhc/diffusion/sad/scripts/train.py", line 607, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 506, in main + finite_flag.zero_() +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 607, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 506, in main +[rank0]: finite_flag.zero_() +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260421_024505-t5x3dmnx/logs/debug-core.log b/wandb/run-20260421_024505-t5x3dmnx/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..371acfc2b7bfe970465b95f22556a8e7c6547dfd --- /dev/null +++ b/wandb/run-20260421_024505-t5x3dmnx/logs/debug-core.log @@ -0,0 +1,13 @@ 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sent","status":"200 OK"} +{"time":"2026-04-21T04:12:27.894200639Z","level":"INFO","msg":"stream: closing"} +{"time":"2026-04-21T04:12:37.283799009Z","level":"INFO","msg":"filestream: sending request","total_files":3,"history_offset":1016,"history_lines":64,"console_offset":1021,"console_lines":75} +{"time":"2026-04-21T04:12:38.007161626Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} diff --git a/wandb/run-20260421_024505-t5x3dmnx/logs/debug.log b/wandb/run-20260421_024505-t5x3dmnx/logs/debug.log new file mode 100644 index 0000000000000000000000000000000000000000..5d710392d60e54c1e3f3472302faa5fa5729e259 --- /dev/null +++ b/wandb/run-20260421_024505-t5x3dmnx/logs/debug.log @@ -0,0 +1,36 @@ +2026-04-21 02:45:05,278 INFO MainThread:3904546 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1 +2026-04-21 02:45:05,278 INFO MainThread:3904546 [wandb_setup.py:_flush():81] Configure stats pid to 3904546 +2026-04-21 02:45:05,278 INFO MainThread:3904546 [wandb_setup.py:_flush():81] Loading settings from environment variables +2026-04-21 02:45:05,278 INFO MainThread:3904546 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /home/sunhc/diffusion/sad/wandb/run-20260421_024505-t5x3dmnx/logs/debug.log +2026-04-21 02:45:05,278 INFO MainThread:3904546 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /home/sunhc/diffusion/sad/wandb/run-20260421_024505-t5x3dmnx/logs/debug-internal.log +2026-04-21 02:45:05,278 INFO MainThread:3904546 [wandb_init.py:init():844] calling init triggers +2026-04-21 02:45:05,279 INFO MainThread:3904546 [wandb_init.py:init():849] wandb.init called with sweep_config: {} +config: {'model': {'vocab_size': 50258, 'hidden_size': 768, 'n_blocks': 12, 'n_heads': 12, 'cond_dim': 128, 'max_seq_len': 512, 'block_size': 8, 'dropout': 0.0, 'num_levels': 2, 'level_sizes': [50258, 128]}, 'ancestor': {'lut_path': 'data/ancestor_lut_50257-128_top3_t1.0.pt', 'proto_path': 'data/hierarchy_prototypes_50257-128.pt'}, 'loss': {'lambda_ancestor': 0.0, 'mask_only': True}, 'training': {'seed': 0, 'batch_size': 64, 'num_steps': 500000, 'lr': 0.0003, 'lr_min': 3e-05, 'warmup_steps': 2000, 'weight_decay': 0.01, 'grad_clip': 1.0, 'dtype': 'bf16', 'compile': 'default', 'log_interval': 100, 'eval_interval': 5000, 'save_interval': 10000}, 'data': {'dataset': 'openwebtext', 'seq_len': 512, 'cache_dir': 'data/owt_cache', 'num_workers': 4, 'max_train_samples': None, 'max_val_samples': 100000, 'mode': 'subsample'}, 'logging': {'use_wandb': True, 'project': 'sad_new_owt', 'save_dir': 'outputs/sad_new'}, '_wandb': {}} +2026-04-21 02:45:05,279 INFO MainThread:3904546 [wandb_init.py:init():892] starting backend +2026-04-21 02:45:05,496 INFO MainThread:3904546 [wandb_init.py:init():895] sending inform_init request +2026-04-21 02:45:05,499 INFO MainThread:3904546 [wandb_init.py:init():903] backend started and connected +2026-04-21 02:45:05,501 INFO MainThread:3904546 [wandb_init.py:init():973] updated telemetry +2026-04-21 02:45:05,501 INFO MainThread:3904546 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout +2026-04-21 02:45:07,152 INFO MainThread:3904546 [wandb_init.py:init():1042] starting run threads in backend +2026-04-21 02:45:07,274 INFO MainThread:3904546 [wandb_run.py:_console_start():2524] atexit reg +2026-04-21 02:45:07,274 INFO MainThread:3904546 [wandb_run.py:_redirect():2373] redirect: wrap_raw +2026-04-21 02:45:07,274 INFO MainThread:3904546 [wandb_run.py:_redirect():2442] Wrapping output streams. +2026-04-21 02:45:07,274 INFO MainThread:3904546 [wandb_run.py:_redirect():2465] Redirects installed. +2026-04-21 02:45:07,278 INFO MainThread:3904546 [wandb_init.py:init():1082] run started, returning control to user process +2026-04-21 04:12:27,894 INFO wandb-AsyncioManager-main:3904546 [service_client.py:_forward_responses():134] Reached EOF. +2026-04-21 04:12:27,894 INFO wandb-AsyncioManager-main:3904546 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. +2026-04-21 04:12:42,389 ERROR wandb-AsyncioManager-main:3904546 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request + await self._drain_writer() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost diff --git a/wandb/run-20260421_042932-skw8hkin/logs/debug-core.log b/wandb/run-20260421_042932-skw8hkin/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..827fcaa817d4250dbd73bd41d61701afd2697fb1 --- /dev/null +++ b/wandb/run-20260421_042932-skw8hkin/logs/debug-core.log @@ -0,0 +1,15 @@ +{"time":"2026-04-21T04:29:32.74398185Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmpswkr5lto/port-4154527.txt","pid":4154527,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false} +{"time":"2026-04-21T04:29:32.744423937Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":4154527} 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b/wandb/run-20260421_093411-a9t5oz16/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..e2e40930172a33b4fcc8457394a35541934542e1 --- /dev/null +++ b/wandb/run-20260421_093411-a9t5oz16/files/output.log @@ -0,0 +1,9732 @@ +full-denoise training: 12%|██████████▍ | 60001/500000 [00:00 will be ignored +full-denoise training: 13%|██████▎ | 63201/500000 [13:42<30:21:39, 4.00it/s, leaf=13.9533, lr=4.9e-04] +step= 60100 | total=14.0011 | leaf=14.0011 | ancestor=0.0000 | lr=4.88e-04 | t=47.2s +step= 60200 | total=14.3944 | leaf=14.3944 | ancestor=0.0000 | lr=4.88e-04 | t=25.0s +step= 60300 | total=14.4503 | leaf=14.4503 | ancestor=0.0000 | lr=4.88e-04 | t=25.0s +step= 60400 | total=14.1252 | leaf=14.1252 | ancestor=0.0000 | lr=4.88e-04 | t=25.0s +step= 60500 | total=14.1875 | leaf=14.1875 | ancestor=0.0000 | lr=4.88e-04 | t=25.0s +step= 60600 | total=13.7656 | leaf=13.7656 | ancestor=0.0000 | lr=4.88e-04 | t=25.0s +step= 60700 | total=13.8380 | leaf=13.8380 | 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total=14.4627 | leaf=14.4627 | ancestor=0.0000 | lr=4.88e-04 | t=25.0s +step= 62000 | total=14.2401 | leaf=14.2401 | ancestor=0.0000 | lr=4.88e-04 | t=25.0s +step= 62100 | total=14.2721 | leaf=14.2721 | ancestor=0.0000 | lr=4.88e-04 | t=25.0s +step= 62200 | total=14.2487 | leaf=14.2487 | ancestor=0.0000 | lr=4.88e-04 | t=25.0s +step= 62300 | total=14.2538 | leaf=14.2538 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 62400 | total=13.9969 | leaf=13.9969 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 62500 | total=13.7518 | leaf=13.7518 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 62600 | total=14.6168 | leaf=14.6168 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 62700 | total=14.4857 | leaf=14.4857 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 62800 | total=14.3445 | leaf=14.3445 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 62900 | total=14.0000 | leaf=14.0000 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 63000 | total=14.3484 | leaf=14.3484 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 63100 | total=14.3218 | leaf=14.3218 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 63200 | total=13.9533 | leaf=13.9533 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 63300 | total=13.8862 | leaf=13.8862 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 63400 | total=14.0715 | leaf=14.0715 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 63500 | total=14.0538 | leaf=14.0538 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 63600 | total=14.4499 | leaf=14.4499 | ancestor=0.0000 | lr=4.87e-04 | t=25.3s +step= 63700 | total=14.3901 | leaf=14.3901 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 63800 | total=14.1565 | leaf=14.1565 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 63900 | total=13.8903 | leaf=13.8903 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 64000 | total=14.1531 | leaf=14.1531 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 64100 | total=14.3167 | leaf=14.3167 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 64200 | total=13.9210 | leaf=13.9210 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 64300 | total=14.7871 | leaf=14.7871 | ancestor=0.0000 | lr=4.87e-04 | t=25.0s +step= 64400 | total=14.0483 | leaf=14.0483 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 64500 | total=14.1989 | leaf=14.1989 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 64600 | total=13.7955 | leaf=13.7955 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 64700 | total=14.3508 | leaf=14.3508 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 64800 | total=14.1592 | leaf=14.1592 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 64900 | total=14.3784 | leaf=14.3784 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 65000 | total=14.6401 | leaf=14.6401 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s + torch._dynamo.utils.warn_once(msg) + VAL | loss_leaf=14.3925 | loss_ancestor=0.0000 | loss_total=14.3925 +full-denoise training: 14%|██████▊ | 68201/500000 [34:49<29:58:00, 4.00it/s, leaf=19.1945, lr=4.8e-04] +step= 65100 | total=14.5685 | leaf=14.5685 | ancestor=0.0000 | lr=4.86e-04 | t=40.3s +step= 65200 | total=14.0106 | leaf=14.0106 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 65300 | total=14.5251 | leaf=14.5251 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 65400 | total=14.3103 | leaf=14.3103 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 65500 | total=14.6393 | leaf=14.6393 | ancestor=0.0000 | lr=4.86e-04 | t=25.1s +step= 65600 | total=14.4341 | leaf=14.4341 | ancestor=0.0000 | lr=4.86e-04 | t=25.1s +step= 65700 | total=14.8116 | leaf=14.8116 | ancestor=0.0000 | lr=4.86e-04 | t=25.1s +step= 65800 | total=14.2304 | leaf=14.2304 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 65900 | total=14.2005 | leaf=14.2005 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 66000 | total=14.5405 | leaf=14.5405 | ancestor=0.0000 | lr=4.86e-04 | t=25.1s +step= 66100 | total=14.1862 | leaf=14.1862 | ancestor=0.0000 | lr=4.86e-04 | t=25.1s +step= 66200 | total=14.7430 | leaf=14.7430 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 66300 | total=14.2070 | leaf=14.2070 | ancestor=0.0000 | lr=4.86e-04 | t=25.0s +step= 66400 | total=14.0795 | leaf=14.0795 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 66500 | total=14.1392 | leaf=14.1392 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 66600 | total=14.4925 | leaf=14.4925 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 66700 | total=14.4428 | leaf=14.4428 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 66800 | total=14.0694 | leaf=14.0694 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 66900 | total=15.1996 | leaf=15.1996 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 67000 | total=13.9040 | leaf=13.9040 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 67100 | total=14.6795 | leaf=14.6795 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 67200 | total=15.2001 | leaf=15.2001 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 67300 | total=14.5318 | leaf=14.5318 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 67400 | total=15.3152 | leaf=15.3152 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 67500 | total=15.4079 | leaf=15.4079 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 67600 | total=56.1695 | leaf=56.1695 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 67700 | total=55.9938 | leaf=55.9938 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 67800 | total=58.4596 | leaf=58.4596 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 67900 | total=19.0666 | leaf=19.0666 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 68000 | total=19.4315 | leaf=19.4315 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 68100 | total=19.5790 | leaf=19.5790 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 68200 | total=19.1945 | leaf=19.1945 | ancestor=0.0000 | lr=4.85e-04 | t=25.0s +step= 68300 | total=19.2312 | leaf=19.2312 | ancestor=0.0000 | lr=4.84e-04 | t=25.0s +step= 68400 | total=20.1717 | leaf=20.1717 | ancestor=0.0000 | lr=4.84e-04 | t=25.0s +step= 68500 | total=34.9736 | leaf=34.9736 | ancestor=0.0000 | lr=4.84e-04 | t=25.0s +step= 68600 | total=35.7310 | leaf=35.7310 | ancestor=0.0000 | lr=4.84e-04 | t=25.0s +step= 68700 | total=34.6310 | leaf=34.6310 | ancestor=0.0000 | lr=4.84e-04 | t=25.0s +step= 68800 | total=34.4203 | leaf=34.4203 | ancestor=0.0000 | lr=4.84e-04 | t=25.0s +step= 68900 | total=33.7239 | leaf=33.7239 | ancestor=0.0000 | lr=4.84e-04 | t=25.0s +step= 69000 | total=33.8574 | leaf=33.8574 | ancestor=0.0000 | lr=4.84e-04 | t=25.0s +[WARN] step=69068 skipped: non-finite loss (total skips=1) +[WARN] step=69069 skipped: non-finite loss (total skips=2) +[WARN] step=69070 skipped: non-finite loss (total skips=3) +[WARN] step=69071 skipped: non-finite loss (total skips=4) +[WARN] step=69072 skipped: non-finite loss (total skips=5) +[WARN] step=69073 skipped: non-finite loss (total skips=6) +[WARN] step=69074 skipped: non-finite loss (total skips=7) +[WARN] step=69075 skipped: non-finite loss (total skips=8) +[WARN] step=69076 skipped: non-finite loss (total skips=9) +[WARN] step=69077 skipped: non-finite loss (total skips=10) 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closed","addr":{"Name":"/tmp/wandb-608158-614544-2115530697/socket","Net":"unix"}} +{"time":"2026-04-21T10:26:47.803822641Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"1(@)"} +{"time":"2026-04-21T10:26:47.80388562Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"1(@)"} +{"time":"2026-04-21T10:26:47.803908883Z","level":"INFO","msg":"server is closed"} diff --git a/wandb/run-20260421_093411-a9t5oz16/logs/debug-internal.log b/wandb/run-20260421_093411-a9t5oz16/logs/debug-internal.log new file mode 100644 index 0000000000000000000000000000000000000000..aa379bf5e5880318bc32db97ed2bf72206e2b1ad --- /dev/null +++ b/wandb/run-20260421_093411-a9t5oz16/logs/debug-internal.log @@ -0,0 +1,438 @@ +{"time":"2026-04-21T09:34:11.622654962Z","level":"INFO","msg":"wandb-core"} +{"time":"2026-04-21T09:34:11.623495245Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"} 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leaf=11.1757 | ancestor=0.0000 | gnorm=1620.6533 | lmax=25.1250 | lr=3.55e-04 | t=26.2s +step= 7200 | total=9.2185 | leaf=9.2185 | ancestor=0.0000 | gnorm=1244.5015 | lmax=28.6250 | lr=3.60e-04 | t=26.2s +step= 7300 | total=7.7352 | leaf=7.7352 | ancestor=0.0000 | gnorm=78.9888 | lmax=32.2500 | lr=3.65e-04 | t=26.2s +step= 7400 | total=7.6520 | leaf=7.6520 | ancestor=0.0000 | gnorm=254.5465 | lmax=38.2500 | lr=3.70e-04 | t=26.6s +step= 7500 | total=6.9001 | leaf=6.9001 | ancestor=0.0000 | gnorm=262.7343 | lmax=36.5000 | lr=3.75e-04 | t=26.2s +step= 7600 | total=7.1044 | leaf=7.1044 | ancestor=0.0000 | gnorm=53.6595 | lmax=38.7500 | lr=3.80e-04 | t=26.2s +step= 7700 | total=9.2756 | leaf=9.2756 | ancestor=0.0000 | gnorm=181.3665 | lmax=26.7500 | lr=3.85e-04 | t=26.5s +step= 7800 | total=6.8973 | leaf=6.8973 | ancestor=0.0000 | gnorm=99.5196 | lmax=35.5000 | lr=3.90e-04 | t=26.2s +step= 7900 | total=6.8766 | leaf=6.8766 | ancestor=0.0000 | gnorm=98.9685 | lmax=39.0000 | lr=3.95e-04 | t=26.3s +step= 8000 | total=6.9864 | leaf=6.9864 | ancestor=0.0000 | gnorm=71.4341 | lmax=39.5000 | lr=4.00e-04 | t=45.7s +step= 8100 | total=6.9710 | leaf=6.9710 | ancestor=0.0000 | gnorm=114.2138 | lmax=36.2500 | lr=4.05e-04 | t=26.6s +step= 8200 | total=6.6698 | leaf=6.6698 | ancestor=0.0000 | gnorm=105.5769 | lmax=38.7500 | lr=4.10e-04 | t=52.9s +step= 8300 | total=7.0282 | leaf=7.0282 | ancestor=0.0000 | gnorm=194.4644 | lmax=40.5000 | lr=4.15e-04 | t=38.8s +step= 8400 | total=6.9773 | leaf=6.9773 | ancestor=0.0000 | gnorm=427.1922 | lmax=36.7500 | lr=4.20e-04 | t=43.4s +step= 8500 | total=6.7003 | leaf=6.7003 | ancestor=0.0000 | gnorm=108.4586 | lmax=40.5000 | lr=4.25e-04 | t=42.0s +step= 8600 | total=7.1802 | leaf=7.1802 | ancestor=0.0000 | gnorm=257.4405 | lmax=35.2500 | lr=4.30e-04 | t=26.3s +step= 8700 | total=6.8805 | leaf=6.8805 | ancestor=0.0000 | gnorm=178.4749 | lmax=42.7500 | lr=4.35e-04 | t=26.2s +step= 8800 | total=7.1481 | leaf=7.1481 | ancestor=0.0000 | gnorm=211.7983 | lmax=47.7500 | lr=4.40e-04 | t=26.2s +step= 8900 | total=8.4573 | leaf=8.4573 | ancestor=0.0000 | gnorm=295.0205 | lmax=33.2500 | lr=4.45e-04 | t=26.2s +step= 9000 | total=6.7525 | leaf=6.7525 | ancestor=0.0000 | gnorm=282.8081 | lmax=45.2500 | lr=4.50e-04 | t=45.9s +step= 9100 | total=6.5964 | leaf=6.5964 | ancestor=0.0000 | gnorm=145.1511 | lmax=40.2500 | lr=4.55e-04 | t=39.4s +step= 9200 | total=6.7979 | leaf=6.7979 | ancestor=0.0000 | gnorm=278.1900 | lmax=36.7500 | lr=4.60e-04 | t=26.2s +step= 9300 | total=15.7866 | leaf=15.7866 | ancestor=0.0000 | gnorm=21.2975 | lmax=10.5000 | lr=4.65e-04 | t=26.2s +step= 9400 | total=14.0663 | leaf=14.0663 | ancestor=0.0000 | gnorm=285.3768 | lmax=13.3125 | lr=4.70e-04 | t=26.0s +step= 9500 | total=13.3807 | leaf=13.3807 | ancestor=0.0000 | gnorm=77.0966 | lmax=13.0625 | lr=4.75e-04 | t=26.1s +step= 9600 | total=9.8217 | leaf=9.8217 | ancestor=0.0000 | gnorm=7322.7163 | lmax=32.5000 | lr=4.80e-04 | t=38.9s +step= 9700 | total=10.1962 | leaf=10.1962 | ancestor=0.0000 | gnorm=941.6534 | lmax=27.3750 | lr=4.85e-04 | t=50.0s +step= 9800 | total=7.7221 | leaf=7.7221 | ancestor=0.0000 | gnorm=480.8579 | lmax=36.2500 | lr=4.90e-04 | t=26.2s +step= 9900 | total=13.9004 | leaf=13.9004 | ancestor=0.0000 | gnorm=585.0797 | lmax=13.3125 | lr=4.95e-04 | t=26.2s +step= 10000 | total=11.6314 | leaf=11.6314 | ancestor=0.0000 | gnorm=12515.9395 | lmax=25.8750 | lr=5.00e-04 | t=26.2s + VAL | loss_leaf=11.5542 | loss_ancestor=0.0000 | loss_total=11.5542 + Saved checkpoint: outputs/sad_new/ckpt_10000.pt +step= 10100 | total=10.4457 | leaf=10.4457 | ancestor=0.0000 | gnorm=10203.2441 | lmax=29.8750 | lr=5.00e-04 | t=68.8s +step= 10200 | total=8.9580 | leaf=8.9580 | ancestor=0.0000 | gnorm=2224.4607 | lmax=32.7500 | lr=5.00e-04 | t=26.3s +step= 10300 | total=14.7654 | leaf=14.7654 | ancestor=0.0000 | gnorm=2475.3049 | lmax=12.3750 | lr=5.00e-04 | t=42.7s +step= 10400 | total=12.9725 | leaf=12.9725 | ancestor=0.0000 | gnorm=1079.7644 | lmax=16.5000 | lr=5.00e-04 | t=33.4s +step= 10500 | total=11.7689 | leaf=11.7689 | ancestor=0.0000 | gnorm=41438.8047 | lmax=26.5000 | lr=5.00e-04 | t=36.8s +step= 10600 | total=10.5925 | leaf=10.5925 | ancestor=0.0000 | gnorm=14056.0049 | lmax=29.6250 | lr=5.00e-04 | t=26.2s +step= 10700 | total=11.4552 | leaf=11.4552 | ancestor=0.0000 | gnorm=4492.9385 | lmax=21.7500 | lr=5.00e-04 | t=26.2s +step= 10800 | total=10.3080 | leaf=10.3080 | ancestor=0.0000 | gnorm=2713.0605 | lmax=26.0000 | lr=5.00e-04 | t=26.2s +step= 10900 | total=10.0815 | leaf=10.0815 | ancestor=0.0000 | gnorm=4706.5322 | lmax=27.5000 | lr=5.00e-04 | t=45.7s +step= 11000 | total=9.6541 | leaf=9.6541 | ancestor=0.0000 | gnorm=5114.9497 | lmax=28.6250 | lr=5.00e-04 | t=26.2s +step= 11100 | total=12.0148 | leaf=12.0148 | ancestor=0.0000 | gnorm=900.0745 | lmax=23.6250 | lr=5.00e-04 | t=42.6s +step= 11200 | total=10.7954 | leaf=10.7954 | ancestor=0.0000 | gnorm=3433.7014 | lmax=25.7500 | lr=5.00e-04 | t=26.1s +step= 11300 | total=10.6769 | leaf=10.6769 | ancestor=0.0000 | gnorm=105027.2422 | lmax=26.5000 | lr=5.00e-04 | t=44.8s +step= 11400 | total=11.7504 | leaf=11.7504 | ancestor=0.0000 | gnorm=4595.3477 | lmax=24.3750 | lr=5.00e-04 | t=40.3s +step= 11500 | total=11.6017 | leaf=11.6017 | ancestor=0.0000 | gnorm=34427.2656 | lmax=21.5000 | lr=5.00e-04 | t=34.4s +step= 11600 | total=12.7957 | leaf=12.7957 | ancestor=0.0000 | gnorm=3005.5439 | lmax=25.7500 | lr=5.00e-04 | t=26.1s +step= 11700 | total=11.2869 | leaf=11.2869 | ancestor=0.0000 | gnorm=33989.1484 | lmax=27.0000 | lr=5.00e-04 | t=26.1s +step= 11800 | total=16.1341 | leaf=16.1341 | ancestor=0.0000 | gnorm=422.8846 | lmax=19.6250 | lr=5.00e-04 | t=26.1s +step= 11900 | total=14.0218 | leaf=14.0218 | ancestor=0.0000 | gnorm=14216.4805 | lmax=12.3125 | lr=5.00e-04 | t=26.0s +step= 12000 | total=14.0279 | leaf=14.0279 | ancestor=0.0000 | gnorm=210.6572 | lmax=15.8750 | lr=5.00e-04 | t=26.0s +step= 12100 | total=13.2085 | leaf=13.2085 | ancestor=0.0000 | gnorm=1870.8363 | lmax=15.5000 | lr=5.00e-04 | t=26.0s +step= 12200 | total=12.3825 | leaf=12.3825 | ancestor=0.0000 | gnorm=620.9921 | lmax=19.1250 | lr=5.00e-04 | t=26.0s +step= 12300 | total=11.5832 | leaf=11.5832 | ancestor=0.0000 | gnorm=28143.8008 | lmax=20.8750 | lr=5.00e-04 | t=26.0s +step= 12400 | total=11.1355 | leaf=11.1355 | ancestor=0.0000 | gnorm=1503.1001 | lmax=24.8750 | lr=5.00e-04 | t=42.1s +step= 12500 | total=12.9352 | leaf=12.9352 | ancestor=0.0000 | gnorm=3546.1494 | lmax=20.0000 | lr=5.00e-04 | t=29.1s +step= 12600 | total=15.0368 | leaf=15.0368 | ancestor=0.0000 | gnorm=1176.6458 | lmax=11.8750 | lr=5.00e-04 | t=43.9s +step= 12700 | total=14.0658 | leaf=14.0658 | ancestor=0.0000 | gnorm=865.0845 | lmax=14.3750 | lr=5.00e-04 | t=25.9s +step= 12800 | total=14.3671 | leaf=14.3671 | ancestor=0.0000 | gnorm=244.1840 | lmax=11.0000 | lr=5.00e-04 | t=25.9s +step= 12900 | total=14.1659 | leaf=14.1659 | ancestor=0.0000 | gnorm=254.8772 | lmax=11.1250 | lr=5.00e-04 | t=25.9s +step= 13000 | total=14.2916 | leaf=14.2916 | ancestor=0.0000 | gnorm=846.1171 | lmax=12.5625 | lr=5.00e-04 | t=25.9s +step= 13100 | total=14.0193 | leaf=14.0193 | ancestor=0.0000 | gnorm=362.0883 | lmax=12.0625 | lr=5.00e-04 | t=25.9s +step= 13200 | total=14.6108 | leaf=14.6108 | ancestor=0.0000 | gnorm=415.8976 | lmax=13.5000 | lr=5.00e-04 | t=25.9s +step= 13300 | total=13.9180 | leaf=13.9180 | ancestor=0.0000 | gnorm=7165.1494 | lmax=11.6875 | lr=5.00e-04 | t=25.9s +step= 13400 | total=16.9001 | leaf=16.9001 | ancestor=0.0000 | gnorm=36380.7773 | lmax=14.5625 | lr=5.00e-04 | t=25.9s +step= 13500 | total=13.9923 | leaf=13.9923 | ancestor=0.0000 | gnorm=595.8834 | lmax=14.4375 | lr=5.00e-04 | t=25.9s +step= 13600 | total=14.1543 | leaf=14.1543 | ancestor=0.0000 | gnorm=158.3897 | lmax=21.3750 | lr=5.00e-04 | t=25.9s +step= 13700 | total=13.8426 | leaf=13.8426 | ancestor=0.0000 | gnorm=641.7841 | lmax=18.2500 | lr=5.00e-04 | t=25.9s +step= 13800 | total=14.3219 | leaf=14.3219 | ancestor=0.0000 | gnorm=354.6309 | lmax=16.2500 | lr=5.00e-04 | t=25.9s +step= 13900 | total=14.5565 | leaf=14.5565 | ancestor=0.0000 | gnorm=181.3466 | lmax=13.7500 | lr=5.00e-04 | t=25.9s +step= 14000 | total=14.4088 | leaf=14.4088 | ancestor=0.0000 | gnorm=1053.9570 | lmax=11.8750 | lr=5.00e-04 | t=25.9s +step= 14100 | total=13.9069 | leaf=13.9069 | ancestor=0.0000 | gnorm=790.4519 | lmax=14.8125 | lr=5.00e-04 | t=25.9s +step= 14200 | total=13.6116 | leaf=13.6116 | ancestor=0.0000 | gnorm=605.2418 | lmax=17.2500 | lr=5.00e-04 | t=25.9s +step= 14300 | total=13.8062 | leaf=13.8062 | ancestor=0.0000 | gnorm=5503.9531 | lmax=18.5000 | lr=5.00e-04 | t=25.9s +step= 14400 | total=14.0675 | leaf=14.0675 | ancestor=0.0000 | gnorm=1237.0264 | lmax=16.6250 | lr=5.00e-04 | t=25.9s +step= 14500 | total=13.5183 | leaf=13.5183 | ancestor=0.0000 | gnorm=3838.8958 | lmax=16.8750 | lr=5.00e-04 | t=25.9s +step= 14600 | total=15.0304 | leaf=15.0304 | ancestor=0.0000 | gnorm=366.9556 | lmax=19.2500 | lr=5.00e-04 | t=25.9s +step= 14700 | total=13.6903 | leaf=13.6903 | ancestor=0.0000 | gnorm=1678.3961 | lmax=25.5000 | lr=5.00e-04 | t=25.9s +step= 14800 | total=13.8371 | leaf=13.8371 | ancestor=0.0000 | gnorm=352.9445 | lmax=21.8750 | lr=5.00e-04 | t=25.9s +step= 14900 | total=13.6631 | leaf=13.6631 | ancestor=0.0000 | gnorm=4397.8550 | lmax=18.6250 | lr=5.00e-04 | t=25.9s +step= 15000 | total=14.1539 | leaf=14.1539 | ancestor=0.0000 | gnorm=472.3976 | lmax=13.6875 | lr=5.00e-04 | t=25.9s + VAL | loss_leaf=14.0208 | loss_ancestor=0.0000 | loss_total=14.0208 +step= 15100 | total=13.5453 | leaf=13.5453 | ancestor=0.0000 | gnorm=7796.6626 | lmax=22.1250 | lr=5.00e-04 | t=30.8s +step= 15200 | total=14.1587 | leaf=14.1587 | ancestor=0.0000 | gnorm=691.0599 | lmax=14.1250 | lr=5.00e-04 | t=25.9s +step= 15300 | total=16.4505 | leaf=16.4505 | ancestor=0.0000 | gnorm=1807.5586 | lmax=16.2500 | lr=5.00e-04 | t=25.9s +step= 15400 | total=13.9965 | leaf=13.9965 | ancestor=0.0000 | gnorm=623.6883 | lmax=16.1250 | lr=5.00e-04 | t=25.9s +step= 15500 | total=15.4801 | leaf=15.4801 | ancestor=0.0000 | gnorm=2223.5872 | lmax=13.0625 | lr=5.00e-04 | t=51.1s +step= 15600 | total=13.8789 | leaf=13.8789 | ancestor=0.0000 | gnorm=382.6706 | lmax=15.6875 | lr=5.00e-04 | t=25.9s +step= 15700 | total=14.3287 | leaf=14.3287 | ancestor=0.0000 | gnorm=4133.2295 | lmax=16.1250 | lr=5.00e-04 | t=25.9s +step= 15800 | total=14.1896 | leaf=14.1896 | ancestor=0.0000 | gnorm=281.3300 | lmax=15.0625 | lr=5.00e-04 | t=25.9s +step= 15900 | total=14.3057 | leaf=14.3057 | ancestor=0.0000 | gnorm=2000.8176 | lmax=16.2500 | lr=5.00e-04 | t=25.9s +step= 16000 | total=13.9421 | leaf=13.9421 | ancestor=0.0000 | gnorm=3167.8323 | lmax=16.5000 | lr=5.00e-04 | t=25.9s +step= 16100 | total=13.6568 | leaf=13.6568 | ancestor=0.0000 | gnorm=1593.9821 | lmax=16.5000 | lr=5.00e-04 | t=25.9s +step= 16200 | total=13.9926 | leaf=13.9926 | ancestor=0.0000 | gnorm=2200.5730 | lmax=18.3750 | lr=5.00e-04 | t=25.9s +step= 16300 | total=14.0558 | leaf=14.0558 | ancestor=0.0000 | gnorm=25735.9316 | lmax=19.1250 | lr=5.00e-04 | t=25.9s +step= 16400 | total=14.0080 | leaf=14.0080 | ancestor=0.0000 | gnorm=11375.6729 | lmax=15.7500 | lr=5.00e-04 | t=25.9s +step= 16500 | total=13.7248 | leaf=13.7248 | ancestor=0.0000 | gnorm=320.5314 | lmax=15.1250 | lr=5.00e-04 | t=25.9s +step= 16600 | total=14.2079 | leaf=14.2079 | ancestor=0.0000 | gnorm=3870.5093 | lmax=15.6875 | lr=5.00e-04 | t=25.9s +step= 16700 | total=13.7232 | leaf=13.7232 | ancestor=0.0000 | gnorm=506.5676 | lmax=15.7500 | lr=5.00e-04 | t=25.9s +step= 16800 | total=14.2608 | leaf=14.2608 | ancestor=0.0000 | gnorm=1758.7147 | lmax=18.3750 | lr=5.00e-04 | t=25.9s +step= 16900 | total=14.0041 | leaf=14.0041 | ancestor=0.0000 | gnorm=2160.2212 | lmax=18.5000 | lr=5.00e-04 | t=25.9s +step= 17000 | total=13.8775 | leaf=13.8775 | ancestor=0.0000 | gnorm=759.9871 | lmax=18.6250 | lr=5.00e-04 | t=25.9s +step= 17100 | total=14.9686 | leaf=14.9686 | ancestor=0.0000 | gnorm=1810.1980 | lmax=26.6250 | lr=5.00e-04 | t=25.9s +step= 17200 | total=14.8759 | leaf=14.8759 | ancestor=0.0000 | gnorm=4368.3252 | lmax=24.1250 | lr=5.00e-04 | t=25.9s +step= 17300 | total=13.8591 | leaf=13.8591 | ancestor=0.0000 | gnorm=1057.0482 | lmax=16.3750 | lr=5.00e-04 | t=25.9s +step= 17400 | total=13.4318 | leaf=13.4318 | ancestor=0.0000 | gnorm=31900.2969 | lmax=17.2500 | lr=5.00e-04 | t=25.9s +step= 17500 | total=14.5091 | leaf=14.5091 | ancestor=0.0000 | gnorm=2954.7886 | lmax=19.1250 | lr=5.00e-04 | t=25.9s +step= 17600 | total=13.5932 | leaf=13.5932 | ancestor=0.0000 | gnorm=3248.7607 | lmax=16.3750 | lr=5.00e-04 | t=25.9s +step= 17700 | total=13.8756 | leaf=13.8756 | ancestor=0.0000 | gnorm=1688.6896 | lmax=18.0000 | lr=5.00e-04 | t=25.9s +step= 17800 | total=25.2889 | leaf=25.2889 | ancestor=0.0000 | gnorm=47968.3398 | lmax=30.1250 | lr=5.00e-04 | t=25.9s +step= 17900 | total=14.0919 | leaf=14.0919 | ancestor=0.0000 | gnorm=18292.7344 | lmax=20.2500 | lr=5.00e-04 | t=25.9s +step= 18000 | total=14.1905 | leaf=14.1905 | ancestor=0.0000 | gnorm=3125.8491 | lmax=19.8750 | lr=5.00e-04 | t=25.9s +step= 18100 | total=25.7333 | leaf=25.7333 | ancestor=0.0000 | gnorm=26061.4434 | lmax=36.5000 | lr=5.00e-04 | t=25.9s +step= 18200 | total=13.6667 | leaf=13.6667 | ancestor=0.0000 | gnorm=985.0829 | lmax=25.2500 | lr=5.00e-04 | t=25.9s +step= 18300 | total=13.5970 | leaf=13.5970 | ancestor=0.0000 | gnorm=6320.6475 | lmax=23.1250 | lr=5.00e-04 | t=25.9s +step= 18400 | total=14.1597 | leaf=14.1597 | ancestor=0.0000 | gnorm=1117.5637 | lmax=24.3750 | lr=5.00e-04 | t=25.9s +step= 18500 | total=13.7658 | leaf=13.7658 | ancestor=0.0000 | gnorm=1772.1805 | lmax=24.1250 | lr=5.00e-04 | t=25.9s +step= 18600 | total=13.6315 | leaf=13.6315 | ancestor=0.0000 | gnorm=15960.9385 | lmax=22.3750 | lr=5.00e-04 | t=25.9s +step= 18700 | total=13.8473 | leaf=13.8473 | ancestor=0.0000 | gnorm=11786.8379 | lmax=24.2500 | lr=5.00e-04 | t=25.9s +step= 18800 | total=14.0921 | leaf=14.0921 | ancestor=0.0000 | gnorm=9697.5820 | lmax=20.0000 | lr=5.00e-04 | t=25.9s +step= 18900 | total=13.5051 | leaf=13.5051 | ancestor=0.0000 | gnorm=74718.2188 | lmax=26.2500 | lr=5.00e-04 | t=25.9s +step= 19000 | total=13.9363 | leaf=13.9363 | ancestor=0.0000 | gnorm=5866.7100 | lmax=29.5000 | lr=5.00e-04 | t=25.9s +step= 19100 | total=13.8496 | leaf=13.8496 | ancestor=0.0000 | gnorm=2950.6738 | lmax=24.6250 | lr=5.00e-04 | t=25.9s +step= 19200 | total=13.2506 | leaf=13.2506 | ancestor=0.0000 | gnorm=1156.5447 | lmax=18.8750 | lr=5.00e-04 | t=25.9s +step= 19300 | total=14.0679 | leaf=14.0679 | ancestor=0.0000 | gnorm=11091.4717 | lmax=32.7500 | lr=5.00e-04 | t=25.9s +step= 19400 | total=13.7701 | leaf=13.7701 | ancestor=0.0000 | gnorm=3898.9438 | lmax=26.8750 | lr=5.00e-04 | t=25.9s +step= 19500 | total=14.3532 | leaf=14.3532 | ancestor=0.0000 | gnorm=1032.0121 | lmax=22.5000 | lr=5.00e-04 | t=25.9s +step= 19600 | total=14.0875 | leaf=14.0875 | ancestor=0.0000 | gnorm=1836.7333 | lmax=28.3750 | lr=5.00e-04 | t=25.9s +step= 19700 | total=14.4301 | leaf=14.4301 | ancestor=0.0000 | gnorm=83381.6406 | lmax=24.8750 | lr=5.00e-04 | t=25.9s +step= 19800 | total=13.6549 | leaf=13.6549 | ancestor=0.0000 | gnorm=16633.8594 | lmax=29.6250 | lr=5.00e-04 | t=25.9s +step= 19900 | total=13.4975 | leaf=13.4975 | ancestor=0.0000 | gnorm=4453.8613 | lmax=28.8750 | lr=5.00e-04 | t=25.9s +step= 20000 | total=13.7775 | leaf=13.7775 | ancestor=0.0000 | gnorm=2095.8721 | lmax=26.2500 | lr=5.00e-04 | t=25.9s + VAL | loss_leaf=13.7859 | loss_ancestor=0.0000 | loss_total=13.7859 + Saved checkpoint: outputs/sad_new/ckpt_20000.pt +step= 20100 | total=14.1293 | leaf=14.1293 | ancestor=0.0000 | gnorm=69514.7188 | lmax=30.2500 | lr=5.00e-04 | t=41.0s +step= 20200 | total=22.3057 | leaf=22.3057 | ancestor=0.0000 | gnorm=4563.1709 | lmax=58.0000 | lr=5.00e-04 | t=25.9s +step= 20300 | total=13.6288 | leaf=13.6288 | ancestor=0.0000 | gnorm=56886.9297 | lmax=38.7500 | lr=5.00e-04 | t=25.9s +step= 20400 | total=14.2426 | leaf=14.2426 | ancestor=0.0000 | gnorm=4341.3857 | lmax=33.7500 | lr=5.00e-04 | t=25.9s +step= 20500 | total=13.5074 | leaf=13.5074 | ancestor=0.0000 | gnorm=13293.4307 | lmax=33.2500 | lr=4.99e-04 | t=25.9s +step= 20600 | total=14.0514 | leaf=14.0514 | ancestor=0.0000 | gnorm=14603.8525 | lmax=36.0000 | lr=4.99e-04 | t=25.9s +step= 20700 | total=13.4021 | leaf=13.4021 | ancestor=0.0000 | gnorm=13508.1885 | lmax=34.7500 | lr=4.99e-04 | t=25.9s +step= 20800 | total=14.4059 | leaf=14.4059 | ancestor=0.0000 | gnorm=6402500.5000 | lmax=25.8750 | lr=4.99e-04 | t=25.9s +step= 20900 | total=14.9718 | leaf=14.9718 | ancestor=0.0000 | gnorm=2151130.0000 | lmax=31.0000 | lr=4.99e-04 | t=25.9s +step= 21000 | total=16.1874 | leaf=16.1874 | ancestor=0.0000 | gnorm=6906.7261 | lmax=26.1250 | lr=4.99e-04 | t=25.9s +step= 21100 | total=13.9650 | leaf=13.9650 | ancestor=0.0000 | gnorm=379.7875 | lmax=39.5000 | lr=4.99e-04 | t=25.9s +step= 21200 | total=13.7941 | leaf=13.7941 | ancestor=0.0000 | gnorm=28197.3926 | lmax=33.2500 | lr=4.99e-04 | t=25.9s +step= 21300 | total=13.8701 | leaf=13.8701 | ancestor=0.0000 | gnorm=19529.8789 | lmax=41.5000 | lr=4.99e-04 | t=25.9s +step= 21400 | total=13.9850 | leaf=13.9850 | ancestor=0.0000 | gnorm=7395.0532 | lmax=38.0000 | lr=4.99e-04 | t=25.9s +step= 21500 | total=25.6156 | leaf=25.6156 | ancestor=0.0000 | gnorm=7697.7319 | lmax=95.0000 | lr=4.99e-04 | t=25.9s +step= 21600 | total=25.9381 | leaf=25.9381 | ancestor=0.0000 | gnorm=7822.2344 | lmax=75.0000 | lr=4.99e-04 | t=25.9s +step= 21700 | total=13.8723 | leaf=13.8723 | ancestor=0.0000 | gnorm=5762.2090 | lmax=43.0000 | lr=4.99e-04 | t=25.9s +step= 21800 | total=14.2306 | leaf=14.2306 | ancestor=0.0000 | gnorm=13210.1289 | lmax=42.7500 | lr=4.99e-04 | t=25.9s +step= 21900 | total=17.0161 | leaf=17.0161 | ancestor=0.0000 | gnorm=66157.0859 | lmax=27.6250 | lr=4.99e-04 | t=25.9s +step= 22000 | total=13.9085 | leaf=13.9085 | ancestor=0.0000 | gnorm=31815.7559 | lmax=39.2500 | lr=4.99e-04 | t=25.9s +step= 22100 | total=13.8905 | leaf=13.8905 | ancestor=0.0000 | gnorm=4852.6963 | lmax=39.7500 | lr=4.99e-04 | t=25.9s +step= 22200 | total=13.7944 | leaf=13.7944 | ancestor=0.0000 | gnorm=12753.0078 | lmax=40.0000 | lr=4.99e-04 | t=25.9s +step= 22300 | total=13.5068 | leaf=13.5068 | ancestor=0.0000 | gnorm=7252.5986 | lmax=41.7500 | lr=4.99e-04 | t=25.9s +step= 22400 | total=13.6415 | leaf=13.6415 | ancestor=0.0000 | gnorm=50665.1445 | lmax=35.7500 | lr=4.99e-04 | t=25.9s +step= 22500 | total=15.6700 | leaf=15.6700 | ancestor=0.0000 | gnorm=4407.8262 | lmax=39.7500 | lr=4.99e-04 | t=25.9s +step= 22600 | total=14.1735 | leaf=14.1735 | ancestor=0.0000 | gnorm=1181.3719 | lmax=35.0000 | lr=4.99e-04 | t=25.9s +step= 22700 | total=13.6436 | leaf=13.6436 | ancestor=0.0000 | gnorm=1276.9027 | lmax=38.5000 | lr=4.99e-04 | t=25.9s +step= 22800 | total=13.8019 | leaf=13.8019 | ancestor=0.0000 | gnorm=14497.3369 | lmax=40.0000 | lr=4.99e-04 | t=25.9s +step= 22900 | total=13.7840 | leaf=13.7840 | ancestor=0.0000 | gnorm=91475.4609 | lmax=38.7500 | lr=4.99e-04 | t=25.9s +step= 23000 | total=13.8677 | leaf=13.8677 | ancestor=0.0000 | gnorm=206403.7812 | lmax=42.7500 | lr=4.99e-04 | t=25.9s +step= 23100 | total=13.9955 | leaf=13.9955 | ancestor=0.0000 | gnorm=484.5797 | lmax=39.2500 | lr=4.99e-04 | t=25.9s +step= 23200 | total=13.4049 | leaf=13.4049 | ancestor=0.0000 | gnorm=2393.2500 | lmax=40.5000 | lr=4.99e-04 | t=25.9s +step= 23300 | total=14.3052 | leaf=14.3052 | ancestor=0.0000 | gnorm=1796.9430 | lmax=35.0000 | lr=4.99e-04 | t=25.9s +step= 23400 | total=13.5038 | leaf=13.5038 | ancestor=0.0000 | gnorm=12455.1426 | lmax=36.0000 | lr=4.99e-04 | t=25.9s +step= 23500 | total=14.2145 | leaf=14.2145 | ancestor=0.0000 | gnorm=22545.5605 | lmax=42.2500 | lr=4.99e-04 | t=25.9s +step= 23600 | total=13.8000 | leaf=13.8000 | ancestor=0.0000 | gnorm=7800.2725 | lmax=38.5000 | lr=4.99e-04 | t=25.9s +step= 23700 | total=17.3207 | leaf=17.3207 | ancestor=0.0000 | gnorm=14201.4023 | lmax=56.7500 | lr=4.99e-04 | t=25.9s +step= 23800 | total=13.4751 | leaf=13.4751 | ancestor=0.0000 | gnorm=2560.7622 | lmax=40.0000 | lr=4.99e-04 | t=25.9s +step= 23900 | total=13.6908 | leaf=13.6908 | ancestor=0.0000 | gnorm=34765.4453 | lmax=37.5000 | lr=4.99e-04 | t=25.9s +step= 24000 | total=13.8198 | leaf=13.8198 | ancestor=0.0000 | gnorm=25594.3516 | lmax=40.2500 | lr=4.99e-04 | t=25.9s +step= 24100 | total=22.2592 | leaf=22.2592 | ancestor=0.0000 | gnorm=20896.3965 | lmax=34.0000 | lr=4.99e-04 | t=25.9s +step= 24200 | total=14.1190 | leaf=14.1190 | ancestor=0.0000 | gnorm=14606.3945 | lmax=45.2500 | lr=4.99e-04 | t=25.9s +step= 24300 | total=13.7121 | leaf=13.7121 | ancestor=0.0000 | gnorm=10867.1611 | lmax=41.5000 | lr=4.99e-04 | t=25.9s +step= 24400 | total=92.1114 | leaf=92.1114 | ancestor=0.0000 | gnorm=16815.4238 | lmax=67.5000 | lr=4.99e-04 | t=25.9s +step= 24500 | total=14.5075 | leaf=14.5075 | ancestor=0.0000 | gnorm=2477.0916 | lmax=59.0000 | lr=4.99e-04 | t=25.9s +step= 24600 | total=13.6077 | leaf=13.6077 | ancestor=0.0000 | gnorm=11051.0791 | lmax=52.7500 | lr=4.99e-04 | t=25.9s +step= 24700 | total=13.6052 | leaf=13.6052 | ancestor=0.0000 | gnorm=4880.2344 | lmax=48.0000 | lr=4.99e-04 | t=25.9s +step= 24800 | total=13.7683 | leaf=13.7683 | ancestor=0.0000 | gnorm=19843.3594 | lmax=47.2500 | lr=4.99e-04 | t=25.9s +step= 24900 | total=18.0298 | leaf=18.0298 | ancestor=0.0000 | gnorm=4045.4084 | lmax=82.0000 | lr=4.99e-04 | t=25.9s +step= 25000 | total=13.7929 | leaf=13.7929 | ancestor=0.0000 | gnorm=22769.8340 | lmax=52.2500 | lr=4.99e-04 | t=25.9s + VAL | loss_leaf=13.9605 | loss_ancestor=0.0000 | loss_total=13.9605 +step= 25100 | total=14.9480 | leaf=14.9480 | ancestor=0.0000 | gnorm=4059.3657 | lmax=49.5000 | lr=4.99e-04 | t=30.9s +step= 25200 | total=14.2152 | leaf=14.2152 | ancestor=0.0000 | gnorm=117535.0156 | lmax=54.5000 | lr=4.99e-04 | t=25.9s +step= 25300 | total=14.3053 | leaf=14.3053 | ancestor=0.0000 | gnorm=6902.2856 | lmax=53.0000 | lr=4.99e-04 | t=25.9s +step= 25400 | total=14.2796 | leaf=14.2796 | ancestor=0.0000 | gnorm=11890.1846 | lmax=44.0000 | lr=4.99e-04 | t=25.9s +step= 25500 | total=13.6008 | leaf=13.6008 | ancestor=0.0000 | gnorm=514070.5312 | lmax=43.0000 | lr=4.99e-04 | t=25.9s +step= 25600 | total=13.9682 | leaf=13.9682 | ancestor=0.0000 | gnorm=185864.6875 | lmax=45.2500 | lr=4.99e-04 | t=25.9s +step= 25700 | total=13.4627 | leaf=13.4627 | ancestor=0.0000 | gnorm=8081.1245 | lmax=44.7500 | lr=4.99e-04 | t=25.9s +step= 25800 | total=15.1107 | leaf=15.1107 | ancestor=0.0000 | gnorm=90645.5859 | lmax=49.2500 | lr=4.99e-04 | t=25.9s +step= 25900 | total=19.6367 | leaf=19.6367 | ancestor=0.0000 | gnorm=42640.2656 | lmax=28.5000 | lr=4.99e-04 | t=25.9s +step= 26000 | total=13.7728 | leaf=13.7728 | ancestor=0.0000 | gnorm=3019.5286 | lmax=44.7500 | lr=4.99e-04 | t=25.9s +step= 26100 | total=13.5483 | leaf=13.5483 | ancestor=0.0000 | gnorm=12914.1982 | lmax=44.7500 | lr=4.99e-04 | t=25.9s +step= 26200 | total=13.7270 | leaf=13.7270 | ancestor=0.0000 | gnorm=5934.3447 | lmax=42.2500 | lr=4.99e-04 | t=25.9s +step= 26300 | total=13.8064 | leaf=13.8064 | ancestor=0.0000 | gnorm=1134.5786 | lmax=47.2500 | lr=4.99e-04 | t=25.9s +step= 26400 | total=14.6828 | leaf=14.6828 | ancestor=0.0000 | gnorm=5541.8535 | lmax=48.0000 | lr=4.99e-04 | t=25.9s +step= 26500 | total=13.4921 | leaf=13.4921 | ancestor=0.0000 | gnorm=3513.8284 | lmax=45.0000 | lr=4.99e-04 | t=25.9s +step= 26600 | total=13.5316 | leaf=13.5316 | ancestor=0.0000 | gnorm=4051.9060 | lmax=42.5000 | lr=4.99e-04 | t=25.9s +step= 26700 | total=13.8179 | leaf=13.8179 | ancestor=0.0000 | gnorm=17650.8047 | lmax=43.2500 | lr=4.99e-04 | t=25.9s +step= 26800 | total=13.8570 | leaf=13.8570 | ancestor=0.0000 | gnorm=37436.8672 | lmax=43.5000 | lr=4.99e-04 | t=25.9s +step= 26900 | total=14.1985 | leaf=14.1985 | ancestor=0.0000 | gnorm=711.8473 | lmax=34.7500 | lr=4.99e-04 | t=25.9s +step= 27000 | total=13.5650 | leaf=13.5650 | ancestor=0.0000 | gnorm=3194.8677 | lmax=41.0000 | lr=4.99e-04 | t=25.9s +step= 27100 | total=13.5281 | leaf=13.5281 | ancestor=0.0000 | gnorm=62581.2422 | lmax=47.0000 | lr=4.99e-04 | t=25.9s +step= 27200 | total=13.5396 | leaf=13.5396 | ancestor=0.0000 | gnorm=10650.6562 | lmax=43.7500 | lr=4.99e-04 | t=25.9s +step= 27300 | total=14.0124 | leaf=14.0124 | ancestor=0.0000 | gnorm=2149.4985 | lmax=41.2500 | lr=4.99e-04 | t=25.9s +step= 27400 | total=13.9374 | leaf=13.9374 | ancestor=0.0000 | gnorm=4693.8462 | lmax=52.5000 | lr=4.99e-04 | t=25.9s +step= 27500 | total=13.6947 | leaf=13.6947 | ancestor=0.0000 | gnorm=1411.8318 | lmax=50.0000 | lr=4.99e-04 | t=25.9s +step= 27600 | total=13.8709 | leaf=13.8709 | ancestor=0.0000 | gnorm=6570.7734 | lmax=46.5000 | lr=4.99e-04 | t=25.9s +step= 27700 | total=13.8074 | leaf=13.8074 | ancestor=0.0000 | gnorm=52593.3086 | lmax=43.0000 | lr=4.99e-04 | t=25.9s +step= 27800 | total=13.4909 | leaf=13.4909 | ancestor=0.0000 | gnorm=5628.1226 | lmax=45.5000 | lr=4.99e-04 | t=25.9s +step= 27900 | total=13.5850 | leaf=13.5850 | ancestor=0.0000 | gnorm=878.7983 | lmax=44.2500 | lr=4.99e-04 | t=25.9s +step= 28000 | total=13.6331 | leaf=13.6331 | ancestor=0.0000 | gnorm=9129.1660 | lmax=49.0000 | lr=4.99e-04 | t=25.9s +step= 28100 | total=14.9862 | leaf=14.9862 | ancestor=0.0000 | gnorm=913.1765 | lmax=49.0000 | lr=4.98e-04 | t=25.9s +step= 28200 | total=13.6997 | leaf=13.6997 | ancestor=0.0000 | gnorm=4228.8662 | lmax=43.2500 | lr=4.98e-04 | t=25.9s +step= 28300 | total=13.8828 | leaf=13.8828 | ancestor=0.0000 | gnorm=533.5258 | lmax=44.5000 | lr=4.98e-04 | t=25.9s +step= 28400 | total=13.5548 | leaf=13.5548 | ancestor=0.0000 | gnorm=12844.1182 | lmax=44.7500 | lr=4.98e-04 | t=25.9s +step= 28500 | total=14.6305 | leaf=14.6305 | ancestor=0.0000 | gnorm=58875.2539 | lmax=40.5000 | lr=4.98e-04 | t=25.9s +step= 28600 | total=13.4191 | leaf=13.4191 | ancestor=0.0000 | gnorm=83248.7891 | lmax=43.0000 | lr=4.98e-04 | t=25.9s +step= 28700 | total=13.8848 | leaf=13.8848 | ancestor=0.0000 | gnorm=25509.5645 | lmax=46.0000 | lr=4.98e-04 | t=25.9s +step= 28800 | total=19.1626 | leaf=19.1626 | ancestor=0.0000 | gnorm=27652.4785 | lmax=60.5000 | lr=4.98e-04 | t=25.9s +step= 28900 | total=14.1073 | leaf=14.1073 | ancestor=0.0000 | gnorm=12636.1777 | lmax=45.7500 | lr=4.98e-04 | t=25.9s +step= 29000 | total=14.3755 | leaf=14.3755 | ancestor=0.0000 | gnorm=6764.0483 | lmax=38.0000 | lr=4.98e-04 | t=25.9s +step= 29100 | total=13.6926 | leaf=13.6926 | ancestor=0.0000 | gnorm=218454.5312 | lmax=44.7500 | lr=4.98e-04 | t=25.9s +step= 29200 | total=13.8133 | leaf=13.8133 | ancestor=0.0000 | gnorm=68529.7891 | lmax=45.5000 | lr=4.98e-04 | t=25.9s +step= 29300 | total=13.7262 | leaf=13.7262 | ancestor=0.0000 | gnorm=14765.3672 | lmax=42.0000 | lr=4.98e-04 | t=25.9s +step= 29400 | total=13.5382 | leaf=13.5382 | ancestor=0.0000 | gnorm=5335.2227 | lmax=43.7500 | lr=4.98e-04 | t=25.9s +step= 29500 | total=13.4333 | leaf=13.4333 | ancestor=0.0000 | gnorm=9756.6299 | lmax=45.2500 | lr=4.98e-04 | t=25.9s +step= 29600 | total=13.9613 | leaf=13.9613 | ancestor=0.0000 | gnorm=35392.8164 | lmax=44.5000 | lr=4.98e-04 | t=25.9s +step= 29700 | total=14.2537 | leaf=14.2537 | ancestor=0.0000 | gnorm=2141.2803 | lmax=38.7500 | lr=4.98e-04 | t=25.9s +step= 29800 | total=13.6911 | leaf=13.6911 | ancestor=0.0000 | gnorm=23342.5723 | lmax=38.2500 | lr=4.98e-04 | t=25.9s +step= 29900 | total=14.1286 | leaf=14.1286 | ancestor=0.0000 | gnorm=48517.1836 | lmax=42.0000 | lr=4.98e-04 | t=25.9s +step= 30000 | total=13.4570 | leaf=13.4570 | ancestor=0.0000 | gnorm=43414.7266 | lmax=41.7500 | lr=4.98e-04 | t=25.9s + VAL | loss_leaf=13.7061 | loss_ancestor=0.0000 | loss_total=13.7061 + Saved checkpoint: outputs/sad_new/ckpt_30000.pt +step= 30100 | total=13.9420 | leaf=13.9420 | ancestor=0.0000 | gnorm=8406.6064 | 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ancestor=0.0000 | gnorm=15842.7285 | lmax=47.5000 | lr=4.97e-04 | t=25.9s + File "/home/sunhc/diffusion/sad/scripts/train.py", line 658, in + wandb.log({"step": step, + ^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train.py", line 540, in main + # If this list is non-empty the weights are corrupted and the + ^^^^^^^^^^^^^^^ + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward + torch.autograd.backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward + _engine_run_backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward + return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 658, in +[rank0]: wandb.log({"step": step, + +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 540, in main +[rank0]: # If this list is non-empty the weights are corrupted and the +[rank0]: ^^^^^^^^^^^ +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward +[rank0]: torch.autograd.backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward +[rank0]: _engine_run_backward( +[rank0]: File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward +[rank0]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: KeyboardInterrupt diff --git 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+{"time":"2026-04-22T07:20:27.157685088Z","level":"INFO","msg":"server: parent process exited, terminating service process"} diff --git a/wandb/run-20260422_044331-f9x9jhbw/logs/debug-internal.log b/wandb/run-20260422_044331-f9x9jhbw/logs/debug-internal.log new file mode 100644 index 0000000000000000000000000000000000000000..c01056caf459b8ee04f80338aa06fd891cfd3ea2 --- /dev/null +++ b/wandb/run-20260422_044331-f9x9jhbw/logs/debug-internal.log @@ -0,0 +1,853 @@ +{"time":"2026-04-22T04:43:31.882432795Z","level":"INFO","msg":"wandb-core"} +{"time":"2026-04-22T04:43:31.884311828Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"} +{"time":"2026-04-22T04:43:32.82155128Z","level":"INFO","msg":"stream: created new stream","id":"f9x9jhbw"} +{"time":"2026-04-22T04:43:32.821624453Z","level":"INFO","msg":"handler: started"} +{"time":"2026-04-22T04:43:32.821665814Z","level":"INFO","msg":"stream: started"} +{"time":"2026-04-22T04:43:32.821685954Z","level":"INFO","msg":"sender: 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| t_max=0.50 | lr=2.85e-04 | t=26.1s +step= 5800 | total=0.5904 | leaf=0.5904 | ancestor=0.0000 | gnorm=0.1981 | lmax=38.7500 | t_max=0.50 | lr=2.90e-04 | t=26.1s +step= 5900 | total=0.5534 | leaf=0.5534 | ancestor=0.0000 | gnorm=0.1966 | lmax=43.2500 | t_max=0.51 | lr=2.95e-04 | t=26.1s +step= 6000 | total=0.5585 | leaf=0.5585 | ancestor=0.0000 | gnorm=0.1809 | lmax=43.0000 | t_max=0.51 | lr=3.00e-04 | t=26.1s +step= 6100 | total=0.5605 | leaf=0.5605 | ancestor=0.0000 | gnorm=0.1994 | lmax=43.0000 | t_max=0.51 | lr=3.05e-04 | t=26.1s +step= 6200 | total=0.5875 | leaf=0.5875 | ancestor=0.0000 | gnorm=0.1809 | lmax=44.2500 | t_max=0.52 | lr=3.10e-04 | t=26.1s +step= 6300 | total=0.5615 | leaf=0.5615 | ancestor=0.0000 | gnorm=0.2053 | lmax=41.0000 | t_max=0.52 | lr=3.15e-04 | t=26.1s +step= 6400 | total=0.5952 | leaf=0.5952 | ancestor=0.0000 | gnorm=0.2146 | lmax=46.2500 | t_max=0.52 | lr=3.20e-04 | t=26.1s +step= 6500 | total=0.6102 | leaf=0.6102 | ancestor=0.0000 | gnorm=0.1770 | lmax=47.5000 | t_max=0.53 | lr=3.25e-04 | t=26.1s +step= 6600 | total=0.5659 | leaf=0.5659 | ancestor=0.0000 | gnorm=0.1953 | lmax=47.0000 | t_max=0.53 | lr=3.30e-04 | t=26.1s +step= 6700 | total=0.5900 | leaf=0.5900 | ancestor=0.0000 | gnorm=0.1633 | lmax=48.2500 | t_max=0.53 | lr=3.35e-04 | t=26.1s +step= 6800 | total=0.5950 | leaf=0.5950 | ancestor=0.0000 | gnorm=0.1563 | lmax=47.5000 | t_max=0.54 | lr=3.40e-04 | t=26.1s +step= 6900 | total=0.5846 | leaf=0.5846 | ancestor=0.0000 | gnorm=0.2602 | lmax=41.7500 | t_max=0.54 | lr=3.45e-04 | t=26.1s +step= 7000 | total=0.6069 | leaf=0.6069 | ancestor=0.0000 | gnorm=0.1903 | lmax=43.0000 | t_max=0.54 | lr=3.50e-04 | t=26.1s +step= 7100 | total=0.6073 | leaf=0.6073 | ancestor=0.0000 | gnorm=0.2417 | lmax=41.2500 | t_max=0.55 | lr=3.55e-04 | t=26.1s +step= 7200 | total=0.5850 | leaf=0.5850 | ancestor=0.0000 | gnorm=0.1793 | lmax=44.0000 | t_max=0.55 | lr=3.60e-04 | t=26.1s +step= 7300 | total=0.6282 | leaf=0.6282 | ancestor=0.0000 | gnorm=0.1497 | lmax=43.0000 | t_max=0.56 | lr=3.65e-04 | t=26.1s +step= 7400 | total=0.5818 | leaf=0.5818 | ancestor=0.0000 | gnorm=0.1476 | lmax=42.7500 | t_max=0.56 | lr=3.70e-04 | t=26.1s +step= 7500 | total=0.6013 | leaf=0.6013 | ancestor=0.0000 | gnorm=0.2691 | lmax=44.2500 | t_max=0.56 | lr=3.75e-04 | t=26.1s +step= 7600 | total=0.6640 | leaf=0.6640 | ancestor=0.0000 | gnorm=0.1465 | lmax=49.0000 | t_max=0.57 | lr=3.80e-04 | t=26.1s +step= 7700 | total=0.6444 | leaf=0.6444 | ancestor=0.0000 | gnorm=0.3174 | lmax=42.7500 | t_max=0.57 | lr=3.85e-04 | t=26.1s +step= 7800 | total=0.5933 | leaf=0.5933 | ancestor=0.0000 | gnorm=0.1454 | lmax=49.2500 | t_max=0.57 | lr=3.90e-04 | t=26.1s +step= 7900 | total=0.6183 | leaf=0.6183 | ancestor=0.0000 | gnorm=0.1432 | lmax=48.0000 | t_max=0.58 | lr=3.95e-04 | t=26.1s +step= 8000 | total=0.5822 | leaf=0.5822 | ancestor=0.0000 | gnorm=0.1566 | lmax=47.0000 | t_max=0.58 | lr=4.00e-04 | t=26.1s +step= 8100 | total=0.6692 | leaf=0.6692 | ancestor=0.0000 | gnorm=0.1594 | lmax=48.5000 | t_max=0.58 | lr=4.05e-04 | t=26.1s +step= 8200 | total=0.6346 | leaf=0.6346 | ancestor=0.0000 | gnorm=0.1335 | lmax=44.2500 | t_max=0.59 | lr=4.10e-04 | t=26.1s +step= 8300 | total=0.6681 | leaf=0.6681 | ancestor=0.0000 | gnorm=0.1415 | lmax=47.5000 | t_max=0.59 | lr=4.15e-04 | t=26.1s +step= 8400 | total=0.6638 | leaf=0.6638 | ancestor=0.0000 | gnorm=0.1564 | lmax=41.7500 | t_max=0.59 | lr=4.20e-04 | t=26.1s +step= 8500 | total=0.6398 | leaf=0.6398 | ancestor=0.0000 | gnorm=0.1802 | lmax=48.2500 | t_max=0.60 | lr=4.25e-04 | t=26.2s +step= 8600 | total=0.7067 | leaf=0.7067 | ancestor=0.0000 | gnorm=0.1405 | lmax=43.7500 | t_max=0.60 | lr=4.30e-04 | t=26.1s +step= 8700 | total=0.6353 | leaf=0.6353 | ancestor=0.0000 | gnorm=0.1548 | lmax=45.7500 | t_max=0.60 | lr=4.35e-04 | t=26.2s +step= 8800 | total=0.6888 | leaf=0.6888 | ancestor=0.0000 | gnorm=0.1598 | lmax=43.5000 | t_max=0.61 | lr=4.40e-04 | t=26.1s +step= 8900 | total=0.7090 | leaf=0.7090 | ancestor=0.0000 | gnorm=0.1629 | lmax=46.2500 | t_max=0.61 | lr=4.45e-04 | t=26.1s +step= 9000 | total=0.7152 | leaf=0.7152 | ancestor=0.0000 | gnorm=0.1553 | lmax=47.5000 | t_max=0.61 | lr=4.50e-04 | t=26.1s +step= 9100 | total=0.6417 | leaf=0.6417 | ancestor=0.0000 | gnorm=0.1375 | lmax=49.0000 | t_max=0.62 | lr=4.55e-04 | t=26.1s +step= 9200 | total=0.6828 | leaf=0.6828 | ancestor=0.0000 | gnorm=0.1481 | lmax=45.2500 | t_max=0.62 | lr=4.60e-04 | t=26.1s +step= 9300 | total=0.6629 | leaf=0.6629 | ancestor=0.0000 | gnorm=0.1474 | lmax=47.2500 | t_max=0.63 | lr=4.65e-04 | t=26.1s +step= 9400 | total=0.6380 | leaf=0.6380 | ancestor=0.0000 | gnorm=0.1356 | lmax=48.0000 | t_max=0.63 | lr=4.70e-04 | t=26.1s +step= 9500 | total=0.7111 | leaf=0.7111 | ancestor=0.0000 | gnorm=0.2513 | lmax=46.2500 | t_max=0.63 | lr=4.75e-04 | t=26.1s +step= 9600 | total=0.7478 | leaf=0.7478 | ancestor=0.0000 | gnorm=0.1406 | lmax=45.7500 | t_max=0.64 | lr=4.80e-04 | t=26.1s +step= 9700 | total=0.6912 | leaf=0.6912 | ancestor=0.0000 | gnorm=0.1817 | lmax=47.5000 | t_max=0.64 | lr=4.85e-04 | t=26.1s +step= 9800 | total=0.7106 | leaf=0.7106 | ancestor=0.0000 | gnorm=0.2668 | lmax=49.5000 | t_max=0.64 | lr=4.90e-04 | t=26.1s +step= 9900 | total=0.7427 | leaf=0.7427 | ancestor=0.0000 | gnorm=0.1418 | lmax=49.0000 | t_max=0.65 | lr=4.95e-04 | t=26.1s +step= 10000 | total=0.7374 | leaf=0.7374 | ancestor=0.0000 | gnorm=0.1780 | lmax=48.0000 | t_max=0.65 | lr=5.00e-04 | t=26.1s + VAL | loss_leaf=1.9290 | loss_ancestor=0.0000 | loss_total=1.9290 + Saved checkpoint: outputs/sad_new/ckpt_10000.pt +step= 10100 | total=0.7683 | leaf=0.7683 | ancestor=0.0000 | gnorm=0.1744 | lmax=48.0000 | t_max=0.65 | lr=5.00e-04 | t=34.4s +step= 10200 | total=0.6752 | leaf=0.6752 | ancestor=0.0000 | gnorm=0.1630 | lmax=47.0000 | t_max=0.66 | lr=5.00e-04 | t=26.2s +step= 10300 | total=0.7550 | leaf=0.7550 | ancestor=0.0000 | gnorm=0.1768 | lmax=46.0000 | t_max=0.66 | lr=5.00e-04 | t=26.2s +step= 10400 | total=0.7768 | leaf=0.7768 | ancestor=0.0000 | gnorm=0.2042 | lmax=47.5000 | t_max=0.66 | lr=5.00e-04 | t=26.2s +step= 10500 | total=0.7323 | leaf=0.7323 | ancestor=0.0000 | gnorm=0.1512 | lmax=45.7500 | t_max=0.67 | lr=5.00e-04 | t=26.2s +step= 10600 | total=0.8034 | leaf=0.8034 | ancestor=0.0000 | gnorm=0.1239 | lmax=44.5000 | t_max=0.67 | lr=5.00e-04 | t=26.2s +step= 10700 | total=0.8015 | leaf=0.8015 | ancestor=0.0000 | gnorm=0.1531 | lmax=49.7500 | t_max=0.67 | lr=5.00e-04 | t=26.2s +step= 10800 | total=0.7703 | leaf=0.7703 | ancestor=0.0000 | gnorm=0.1275 | lmax=43.2500 | t_max=0.68 | lr=5.00e-04 | t=26.2s +step= 10900 | total=0.8128 | leaf=0.8128 | ancestor=0.0000 | gnorm=0.1413 | lmax=46.7500 | t_max=0.68 | lr=5.00e-04 | t=26.2s +step= 11000 | total=0.8918 | leaf=0.8918 | ancestor=0.0000 | gnorm=0.1409 | lmax=45.0000 | t_max=0.68 | lr=5.00e-04 | t=26.2s +step= 11100 | total=0.7885 | leaf=0.7885 | ancestor=0.0000 | gnorm=0.1547 | lmax=45.0000 | t_max=0.69 | lr=5.00e-04 | t=26.2s +step= 11200 | total=0.8662 | leaf=0.8662 | ancestor=0.0000 | gnorm=0.1360 | lmax=45.2500 | t_max=0.69 | lr=5.00e-04 | t=26.2s +step= 11300 | total=0.7719 | leaf=0.7719 | ancestor=0.0000 | gnorm=0.2281 | lmax=44.5000 | t_max=0.70 | lr=5.00e-04 | t=26.2s +step= 11400 | total=0.8663 | leaf=0.8663 | ancestor=0.0000 | gnorm=0.1594 | lmax=46.2500 | t_max=0.70 | lr=5.00e-04 | t=26.2s +step= 11500 | total=0.9030 | leaf=0.9030 | ancestor=0.0000 | gnorm=0.1397 | lmax=45.2500 | t_max=0.70 | lr=5.00e-04 | t=26.1s +step= 11600 | total=0.8778 | leaf=0.8778 | ancestor=0.0000 | gnorm=0.1437 | lmax=48.0000 | t_max=0.71 | lr=5.00e-04 | t=26.1s +step= 11700 | total=0.8940 | leaf=0.8940 | ancestor=0.0000 | gnorm=0.1425 | lmax=46.0000 | t_max=0.71 | lr=5.00e-04 | t=26.1s +step= 11800 | total=0.8102 | leaf=0.8102 | ancestor=0.0000 | gnorm=0.1273 | lmax=42.0000 | t_max=0.71 | lr=5.00e-04 | t=26.1s +step= 11900 | total=0.8678 | leaf=0.8678 | ancestor=0.0000 | gnorm=0.1331 | lmax=45.2500 | t_max=0.72 | lr=5.00e-04 | t=26.1s +step= 12000 | total=0.9078 | leaf=0.9078 | ancestor=0.0000 | gnorm=0.2242 | lmax=44.2500 | t_max=0.72 | lr=5.00e-04 | t=26.1s +step= 12100 | total=0.8926 | leaf=0.8926 | ancestor=0.0000 | gnorm=0.1524 | lmax=45.5000 | t_max=0.72 | lr=5.00e-04 | t=26.2s +step= 12200 | total=0.8582 | leaf=0.8582 | ancestor=0.0000 | gnorm=0.1260 | lmax=45.2500 | t_max=0.73 | lr=5.00e-04 | t=26.1s +step= 12300 | total=0.9027 | leaf=0.9027 | ancestor=0.0000 | gnorm=0.1842 | lmax=45.7500 | t_max=0.73 | lr=5.00e-04 | t=26.1s +step= 12400 | total=0.8569 | leaf=0.8569 | ancestor=0.0000 | gnorm=0.1373 | lmax=43.2500 | t_max=0.73 | lr=5.00e-04 | t=26.1s +step= 12500 | total=0.8996 | leaf=0.8996 | ancestor=0.0000 | gnorm=0.1311 | lmax=44.5000 | t_max=0.74 | lr=5.00e-04 | t=26.1s +step= 12600 | total=0.8755 | leaf=0.8755 | ancestor=0.0000 | gnorm=0.1467 | lmax=45.0000 | t_max=0.74 | lr=5.00e-04 | t=26.1s +step= 12700 | total=0.9424 | leaf=0.9424 | ancestor=0.0000 | gnorm=0.1405 | lmax=46.2500 | t_max=0.74 | lr=5.00e-04 | t=26.1s +step= 12800 | total=0.8847 | leaf=0.8847 | ancestor=0.0000 | gnorm=0.1334 | lmax=46.5000 | t_max=0.75 | lr=5.00e-04 | t=26.1s +step= 12900 | total=0.8940 | leaf=0.8940 | ancestor=0.0000 | gnorm=0.1422 | lmax=45.5000 | t_max=0.75 | lr=5.00e-04 | t=26.1s +step= 13000 | total=0.9545 | leaf=0.9545 | ancestor=0.0000 | gnorm=0.1490 | lmax=46.7500 | t_max=0.76 | lr=5.00e-04 | t=26.1s +step= 13100 | total=0.9127 | leaf=0.9127 | ancestor=0.0000 | gnorm=0.1663 | lmax=46.7500 | t_max=0.76 | lr=5.00e-04 | t=26.1s +step= 13200 | total=0.9469 | leaf=0.9469 | ancestor=0.0000 | gnorm=0.1561 | lmax=45.2500 | t_max=0.76 | lr=5.00e-04 | t=26.1s +step= 13300 | total=0.9578 | leaf=0.9578 | ancestor=0.0000 | gnorm=0.1354 | lmax=45.0000 | t_max=0.77 | lr=5.00e-04 | t=26.1s +step= 13400 | total=0.9813 | leaf=0.9813 | ancestor=0.0000 | gnorm=0.1503 | lmax=47.5000 | t_max=0.77 | lr=5.00e-04 | t=26.1s +step= 13500 | total=0.9371 | leaf=0.9371 | ancestor=0.0000 | gnorm=0.2155 | lmax=46.0000 | t_max=0.77 | lr=5.00e-04 | t=26.2s +step= 13600 | total=1.0034 | leaf=1.0034 | ancestor=0.0000 | gnorm=0.1452 | lmax=46.0000 | t_max=0.78 | lr=5.00e-04 | t=26.1s +step= 13700 | total=1.0203 | leaf=1.0203 | ancestor=0.0000 | gnorm=0.1453 | lmax=44.5000 | t_max=0.78 | lr=5.00e-04 | t=26.1s +step= 13800 | total=1.0364 | leaf=1.0364 | ancestor=0.0000 | gnorm=0.1409 | lmax=46.5000 | t_max=0.78 | lr=5.00e-04 | t=26.1s +step= 13900 | total=1.0074 | leaf=1.0074 | ancestor=0.0000 | gnorm=0.1461 | lmax=45.2500 | t_max=0.79 | lr=5.00e-04 | t=26.1s +step= 14000 | total=1.0599 | leaf=1.0599 | ancestor=0.0000 | gnorm=0.1442 | lmax=45.2500 | t_max=0.79 | lr=5.00e-04 | t=26.1s +step= 14100 | total=0.9925 | leaf=0.9925 | ancestor=0.0000 | gnorm=0.1719 | lmax=47.0000 | t_max=0.79 | lr=5.00e-04 | t=26.2s +step= 14200 | total=1.0355 | leaf=1.0355 | ancestor=0.0000 | gnorm=0.1386 | lmax=46.7500 | t_max=0.80 | lr=5.00e-04 | t=26.1s +step= 14300 | total=1.0355 | leaf=1.0355 | ancestor=0.0000 | gnorm=0.1544 | lmax=46.2500 | t_max=0.80 | lr=5.00e-04 | t=26.1s +step= 14400 | total=0.9934 | leaf=0.9934 | ancestor=0.0000 | gnorm=0.1474 | lmax=46.2500 | t_max=0.80 | lr=5.00e-04 | t=26.1s +step= 14500 | total=1.0947 | leaf=1.0947 | ancestor=0.0000 | gnorm=0.1835 | lmax=44.0000 | t_max=0.81 | lr=5.00e-04 | t=26.1s +step= 14600 | total=0.9536 | leaf=0.9536 | ancestor=0.0000 | gnorm=0.1284 | lmax=45.7500 | t_max=0.81 | lr=5.00e-04 | t=26.1s +step= 14700 | total=1.1064 | leaf=1.1064 | ancestor=0.0000 | gnorm=0.2244 | lmax=45.7500 | t_max=0.81 | lr=5.00e-04 | t=26.1s +step= 14800 | total=1.0378 | leaf=1.0378 | ancestor=0.0000 | gnorm=0.1403 | lmax=45.7500 | t_max=0.82 | lr=5.00e-04 | t=26.1s +step= 14900 | total=1.0649 | leaf=1.0649 | ancestor=0.0000 | gnorm=0.1867 | lmax=45.7500 | t_max=0.82 | lr=5.00e-04 | t=26.2s +step= 15000 | total=1.1161 | leaf=1.1161 | ancestor=0.0000 | gnorm=0.1326 | lmax=46.7500 | t_max=0.82 | lr=5.00e-04 | t=26.2s + VAL | loss_leaf=1.8260 | loss_ancestor=0.0000 | loss_total=1.8260 +step= 15100 | total=1.0666 | leaf=1.0666 | ancestor=0.0000 | gnorm=0.1433 | lmax=48.0000 | t_max=0.83 | lr=5.00e-04 | t=31.2s +step= 15200 | total=1.1292 | leaf=1.1292 | ancestor=0.0000 | gnorm=0.1949 | lmax=45.0000 | t_max=0.83 | lr=5.00e-04 | t=26.2s +step= 15300 | total=1.1490 | leaf=1.1490 | ancestor=0.0000 | gnorm=0.1384 | lmax=43.7500 | t_max=0.84 | lr=5.00e-04 | t=26.2s +step= 15400 | total=1.1462 | leaf=1.1462 | ancestor=0.0000 | gnorm=0.1412 | lmax=45.2500 | t_max=0.84 | lr=5.00e-04 | t=26.2s +step= 15500 | total=1.1778 | leaf=1.1778 | ancestor=0.0000 | gnorm=0.1726 | lmax=45.5000 | t_max=0.84 | lr=5.00e-04 | t=51.2s +step= 15600 | total=1.1892 | leaf=1.1892 | ancestor=0.0000 | gnorm=0.1531 | lmax=47.7500 | t_max=0.85 | lr=5.00e-04 | t=26.3s +step= 15700 | total=1.1663 | leaf=1.1663 | ancestor=0.0000 | gnorm=0.1650 | lmax=46.7500 | t_max=0.85 | lr=5.00e-04 | t=26.2s +step= 15800 | total=1.1500 | leaf=1.1500 | ancestor=0.0000 | gnorm=0.1314 | lmax=46.5000 | t_max=0.85 | lr=5.00e-04 | t=26.2s +step= 15900 | total=1.1332 | leaf=1.1332 | ancestor=0.0000 | gnorm=0.1508 | lmax=47.7500 | t_max=0.86 | lr=5.00e-04 | t=26.2s +step= 16000 | total=1.2072 | leaf=1.2072 | ancestor=0.0000 | gnorm=0.1489 | lmax=46.5000 | t_max=0.86 | lr=5.00e-04 | t=26.2s +step= 16100 | total=1.2050 | leaf=1.2050 | ancestor=0.0000 | gnorm=0.2247 | lmax=46.0000 | t_max=0.86 | lr=5.00e-04 | t=26.2s +step= 16200 | total=1.1877 | leaf=1.1877 | ancestor=0.0000 | gnorm=0.1611 | lmax=47.5000 | t_max=0.87 | lr=5.00e-04 | t=26.2s +step= 16300 | total=1.3262 | leaf=1.3262 | ancestor=0.0000 | gnorm=0.1729 | lmax=44.5000 | t_max=0.87 | lr=5.00e-04 | t=26.2s +step= 16400 | total=1.2520 | leaf=1.2520 | ancestor=0.0000 | gnorm=0.1504 | lmax=45.2500 | t_max=0.87 | lr=5.00e-04 | t=26.2s +step= 16500 | total=1.2809 | leaf=1.2809 | ancestor=0.0000 | gnorm=0.1467 | lmax=45.2500 | t_max=0.88 | lr=5.00e-04 | t=26.2s +step= 16600 | total=1.1325 | leaf=1.1325 | ancestor=0.0000 | gnorm=0.1662 | lmax=44.7500 | t_max=0.88 | lr=5.00e-04 | t=26.2s +step= 16700 | total=1.2909 | leaf=1.2909 | ancestor=0.0000 | gnorm=0.1989 | lmax=49.0000 | t_max=0.88 | lr=5.00e-04 | t=26.2s +step= 16800 | total=1.2291 | leaf=1.2291 | ancestor=0.0000 | gnorm=0.1556 | lmax=43.7500 | t_max=0.89 | lr=5.00e-04 | t=26.2s +step= 16900 | total=1.3132 | leaf=1.3132 | ancestor=0.0000 | gnorm=0.1566 | lmax=46.0000 | t_max=0.89 | lr=5.00e-04 | t=26.2s +step= 17000 | total=1.2390 | leaf=1.2390 | ancestor=0.0000 | gnorm=0.1455 | lmax=46.0000 | t_max=0.90 | lr=5.00e-04 | t=26.2s +step= 17100 | total=1.2548 | leaf=1.2548 | ancestor=0.0000 | gnorm=0.2062 | lmax=44.2500 | t_max=0.90 | lr=5.00e-04 | t=26.2s +step= 17200 | total=1.3525 | leaf=1.3525 | ancestor=0.0000 | gnorm=0.1952 | lmax=44.5000 | t_max=0.90 | lr=5.00e-04 | t=26.2s +step= 17300 | total=1.4102 | leaf=1.4102 | ancestor=0.0000 | gnorm=0.1713 | lmax=47.7500 | t_max=0.91 | lr=5.00e-04 | t=26.2s +step= 17400 | total=1.4113 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t=26.2s +step= 19000 | total=1.6088 | leaf=1.6088 | ancestor=0.0000 | gnorm=0.1791 | lmax=48.7500 | t_max=0.97 | lr=5.00e-04 | t=26.2s +step= 19100 | total=1.5131 | leaf=1.5131 | ancestor=0.0000 | gnorm=0.2144 | lmax=47.7500 | t_max=0.97 | lr=5.00e-04 | t=26.2s +step= 19200 | total=1.6221 | leaf=1.6221 | ancestor=0.0000 | gnorm=0.1762 | lmax=50.0000 | t_max=0.97 | lr=5.00e-04 | t=26.2s +step= 19300 | total=1.5969 | leaf=1.5969 | ancestor=0.0000 | gnorm=0.1570 | lmax=48.2500 | t_max=0.98 | lr=5.00e-04 | t=26.2s +step= 19400 | total=1.7224 | leaf=1.7224 | ancestor=0.0000 | gnorm=0.1761 | lmax=50.2500 | t_max=0.98 | lr=5.00e-04 | t=26.2s +step= 19500 | total=1.6343 | leaf=1.6343 | ancestor=0.0000 | gnorm=0.1487 | lmax=47.7500 | t_max=0.98 | lr=5.00e-04 | t=26.2s +step= 19600 | total=1.5715 | leaf=1.5715 | ancestor=0.0000 | gnorm=0.1702 | lmax=47.7500 | t_max=0.99 | lr=5.00e-04 | t=26.2s +step= 19700 | total=1.7827 | leaf=1.7827 | ancestor=0.0000 | gnorm=0.1686 | lmax=49.0000 | t_max=0.99 | lr=5.00e-04 | t=26.2s +step= 19800 | total=1.7394 | leaf=1.7394 | ancestor=0.0000 | gnorm=0.1820 | lmax=50.7500 | t_max=0.99 | lr=5.00e-04 | t=26.2s +step= 19900 | total=1.7286 | leaf=1.7286 | ancestor=0.0000 | gnorm=0.1722 | lmax=50.2500 | t_max=1.00 | lr=5.00e-04 | t=26.2s +step= 20000 | total=1.7555 | leaf=1.7555 | ancestor=0.0000 | gnorm=0.1512 | lmax=49.5000 | t_max=1.00 | lr=5.00e-04 | t=26.2s + VAL | loss_leaf=1.7457 | loss_ancestor=0.0000 | loss_total=1.7457 + Saved checkpoint: outputs/sad_new/ckpt_20000.pt +step= 20100 | total=1.6787 | leaf=1.6787 | ancestor=0.0000 | gnorm=0.2165 | lmax=51.7500 | t_max=1.00 | lr=5.00e-04 | t=37.9s +step= 20200 | total=1.7670 | leaf=1.7670 | ancestor=0.0000 | gnorm=0.2789 | lmax=49.7500 | t_max=1.00 | lr=5.00e-04 | t=26.2s +step= 20300 | total=1.8309 | leaf=1.8309 | ancestor=0.0000 | gnorm=0.1522 | lmax=48.7500 | t_max=1.00 | lr=5.00e-04 | t=26.2s +step= 20400 | total=1.6786 | leaf=1.6786 | ancestor=0.0000 | gnorm=0.1647 | lmax=51.0000 | 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lmax=48.5000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21300 | total=1.6670 | leaf=1.6670 | ancestor=0.0000 | gnorm=0.1691 | lmax=49.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21400 | total=1.7946 | leaf=1.7946 | ancestor=0.0000 | gnorm=0.1665 | lmax=51.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21500 | total=1.7599 | leaf=1.7599 | ancestor=0.0000 | gnorm=0.1764 | lmax=51.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21600 | total=1.7696 | leaf=1.7696 | ancestor=0.0000 | gnorm=0.1716 | lmax=45.5000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21700 | total=1.7366 | leaf=1.7366 | ancestor=0.0000 | gnorm=0.1441 | lmax=47.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21800 | total=1.7232 | leaf=1.7232 | ancestor=0.0000 | gnorm=0.3037 | lmax=47.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21900 | total=1.7640 | leaf=1.7640 | ancestor=0.0000 | gnorm=0.1565 | lmax=47.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 22000 | total=1.6879 | leaf=1.6879 | ancestor=0.0000 | gnorm=0.1598 | lmax=48.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 22100 | total=1.7238 | leaf=1.7238 | ancestor=0.0000 | gnorm=0.1754 | lmax=48.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 22200 | total=1.7112 | leaf=1.7112 | ancestor=0.0000 | gnorm=0.1658 | lmax=47.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 22300 | total=1.8506 | leaf=1.8506 | ancestor=0.0000 | gnorm=0.1736 | lmax=46.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 22400 | total=1.7684 | leaf=1.7684 | ancestor=0.0000 | gnorm=0.1492 | lmax=43.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 22500 | total=1.6461 | leaf=1.6461 | ancestor=0.0000 | gnorm=0.1406 | lmax=45.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 22600 | total=1.8148 | leaf=1.8148 | ancestor=0.0000 | gnorm=0.1499 | lmax=49.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 22700 | total=1.7333 | leaf=1.7333 | ancestor=0.0000 | gnorm=0.1679 | lmax=52.5000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 22800 | total=1.7173 | leaf=1.7173 | 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0000000000000000000000000000000000000000..a23c4b31d6562a3ab60560e82612e994202e3e71 --- /dev/null +++ b/wandb/run-20260422_072503-3m8fjq5b/logs/debug-internal.log @@ -0,0 +1,787 @@ +{"time":"2026-04-22T07:25:03.585405745Z","level":"INFO","msg":"wandb-core"} +{"time":"2026-04-22T07:25:03.58922214Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"} +{"time":"2026-04-22T07:25:04.376586398Z","level":"INFO","msg":"stream: created new stream","id":"3m8fjq5b"} +{"time":"2026-04-22T07:25:04.376717665Z","level":"INFO","msg":"handler: started"} +{"time":"2026-04-22T07:25:04.376872012Z","level":"INFO","msg":"stream: started"} +{"time":"2026-04-22T07:25:04.37691382Z","level":"INFO","msg":"writer: started","stream_id":"3m8fjq5b"} +{"time":"2026-04-22T07:25:04.376927678Z","level":"INFO","msg":"sender: started"} +{"time":"2026-04-22T07:25:05.6798151Z","level":"INFO","msg":"filestream: sending request","total_files":1,"console_offset":0,"console_lines":1} 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t=26.2s +step= 8300 | total=0.6668 | leaf=0.6668 | ancestor=0.0000 | gnorm=0.1627 | lmax=44.0000 | t_max=0.59 | lr=4.15e-04 | t=26.1s +step= 8400 | total=0.6568 | leaf=0.6568 | ancestor=0.0000 | gnorm=0.1314 | lmax=45.2500 | t_max=0.59 | lr=4.20e-04 | t=26.1s +step= 8500 | total=0.6342 | leaf=0.6342 | ancestor=0.0000 | gnorm=0.1421 | lmax=51.5000 | t_max=0.60 | lr=4.25e-04 | t=26.1s +step= 8600 | total=0.7075 | leaf=0.7075 | ancestor=0.0000 | gnorm=0.1815 | lmax=47.2500 | t_max=0.60 | lr=4.30e-04 | t=26.1s +step= 8700 | total=0.6377 | leaf=0.6377 | ancestor=0.0000 | gnorm=0.1711 | lmax=51.7500 | t_max=0.60 | lr=4.35e-04 | t=26.1s +step= 8800 | total=0.6901 | leaf=0.6901 | ancestor=0.0000 | gnorm=0.1438 | lmax=47.5000 | t_max=0.61 | lr=4.40e-04 | t=26.1s + File "/home/sunhc/diffusion/sad/scripts/train.py", line 680, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 523, in main + metrics["t_max"] = torch.tensor(t_max, device=device) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 680, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 523, in main +[rank0]: metrics["t_max"] = torch.tensor(t_max, device=device) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: KeyboardInterrupt diff --git a/wandb/run-20260422_093652-uqwgugx6/logs/debug-core.log b/wandb/run-20260422_093652-uqwgugx6/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..16b854a672a4386cc2d85b172be580e5910efe7a --- /dev/null +++ b/wandb/run-20260422_093652-uqwgugx6/logs/debug-core.log @@ -0,0 +1,13 @@ +{"time":"2026-04-22T09:36:52.878017636Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmpz0if_6m9/port-6089.txt","pid":6089,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false} +{"time":"2026-04-22T09:36:52.881384725Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":6089} +{"time":"2026-04-22T09:36:52.881381126Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/wandb-6089-17544-279221363/socket","Net":"unix"}} +{"time":"2026-04-22T09:36:53.003092425Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"} +{"time":"2026-04-22T09:36:53.020141071Z","level":"INFO","msg":"handleInformInit: received","streamId":"uqwgugx6","id":"1(@)"} +{"time":"2026-04-22T09:36:53.732570061Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"uqwgugx6","id":"1(@)"} +{"time":"2026-04-22T09:37:00.596633689Z","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"5trq99ntlgn7"} +{"time":"2026-04-22T10:17:03.952229743Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"1(@)"} +{"time":"2026-04-22T10:17:03.952367781Z","level":"INFO","msg":"server is shutting down"} +{"time":"2026-04-22T10:17:03.952375553Z","level":"INFO","msg":"connection: closing","id":"1(@)"} +{"time":"2026-04-22T10:17:03.952465797Z","level":"INFO","msg":"server: listener closed","addr":{"Name":"/tmp/wandb-6089-17544-279221363/socket","Net":"unix"}} +{"time":"2026-04-22T10:17:03.952541882Z","level":"INFO","msg":"connection: closed successfully","id":"1(@)"} +{"time":"2026-04-22T10:17:34.655136979Z","level":"INFO","msg":"server: parent process exited, terminating service process"} diff --git a/wandb/run-20260422_093652-uqwgugx6/logs/debug-internal.log b/wandb/run-20260422_093652-uqwgugx6/logs/debug-internal.log new file mode 100644 index 0000000000000000000000000000000000000000..25d57253fc66035f01fb38d7e812d26ff278cd1d --- /dev/null +++ b/wandb/run-20260422_093652-uqwgugx6/logs/debug-internal.log @@ -0,0 +1,282 @@ +{"time":"2026-04-22T09:36:53.020914011Z","level":"INFO","msg":"wandb-core"} 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Reached EOF. +2026-04-22 10:17:03,952 INFO wandb-AsyncioManager-main:6089 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. diff --git a/wandb/run-20260422_104052-9nnkss1p/files/output.log b/wandb/run-20260422_104052-9nnkss1p/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..b1e33456fbe7c8b57506965e02179f1b3cb369ea --- /dev/null +++ b/wandb/run-20260422_104052-9nnkss1p/files/output.log @@ -0,0 +1,24 @@ +full-denoise training: 0%| | 0/500000 [00:00 + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 519, in main + loss, metrics = full_denoise_step( + ^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/scripts/train.py", line 282, in full_denoise_step + noisy_builder.build_noisy_embeddings( + File "/home/sunhc/diffusion/sad/src/diffusion/noisy_state.py", line 201, in build_noisy_embeddings + corrupt_mask[mask_pos] = True + ^^^^^^^^^^^^ +UnboundLocalError: cannot access local variable 'corrupt_mask' where it is not associated with a value +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 680, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 519, in main +[rank0]: loss, metrics = full_denoise_step( +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 282, in full_denoise_step +[rank0]: noisy_builder.build_noisy_embeddings( +[rank0]: File "/home/sunhc/diffusion/sad/src/diffusion/noisy_state.py", line 201, in build_noisy_embeddings +[rank0]: corrupt_mask[mask_pos] = True +[rank0]: ^^^^^^^^^^^^ +[rank0]: UnboundLocalError: cannot access local variable 'corrupt_mask' where it is not associated with a value diff --git a/wandb/run-20260422_104052-9nnkss1p/logs/debug-core.log b/wandb/run-20260422_104052-9nnkss1p/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..c6a39b6c2ec0d78b80a5ccda63273d759624c660 --- /dev/null +++ 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variable 'corrupt_mask' where it is not associated with a value +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 680, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 519, in main +[rank0]: loss, metrics = full_denoise_step( +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 282, in full_denoise_step +[rank0]: noisy_builder.build_noisy_embeddings( +[rank0]: File "/home/sunhc/diffusion/sad/src/diffusion/noisy_state.py", line 201, in build_noisy_embeddings +[rank0]: corrupt_mask[mask_pos] = True +[rank0]: ^^^^^^^^^^^^ +[rank0]: UnboundLocalError: cannot access local variable 'corrupt_mask' where it is not associated with a value diff --git a/wandb/run-20260422_104242-rr2k879b/logs/debug-core.log b/wandb/run-20260422_104242-rr2k879b/logs/debug-core.log new file mode 100644 index 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t=26.1s +step= 6800 | total=0.5919 | leaf=0.5919 | ancestor=0.0000 | gnorm=0.1504 | lmax=45.0000 | t_max=0.54 | lr=3.40e-04 | t=26.1s +step= 6900 | total=0.5831 | leaf=0.5831 | ancestor=0.0000 | gnorm=0.1633 | lmax=41.0000 | t_max=0.54 | lr=3.45e-04 | t=26.1s +step= 7000 | total=0.6048 | leaf=0.6048 | ancestor=0.0000 | gnorm=0.1599 | lmax=41.2500 | t_max=0.54 | lr=3.50e-04 | t=26.1s +step= 7100 | total=0.6057 | leaf=0.6057 | ancestor=0.0000 | gnorm=0.1589 | lmax=40.5000 | t_max=0.55 | lr=3.55e-04 | t=26.1s +step= 7200 | total=0.5879 | leaf=0.5879 | ancestor=0.0000 | gnorm=0.1557 | lmax=44.7500 | t_max=0.55 | lr=3.60e-04 | t=26.1s +step= 7300 | total=0.6233 | leaf=0.6233 | ancestor=0.0000 | gnorm=0.1448 | lmax=41.0000 | t_max=0.56 | lr=3.65e-04 | t=26.1s +step= 7400 | total=0.5756 | leaf=0.5756 | ancestor=0.0000 | gnorm=0.1439 | lmax=45.2500 | t_max=0.56 | lr=3.70e-04 | t=26.1s +step= 7500 | total=0.6014 | leaf=0.6014 | ancestor=0.0000 | gnorm=0.1701 | lmax=41.5000 | t_max=0.56 | lr=3.75e-04 | t=26.1s +step= 7600 | total=0.6622 | leaf=0.6622 | ancestor=0.0000 | gnorm=0.1653 | lmax=43.2500 | t_max=0.57 | lr=3.80e-04 | t=26.1s +step= 7700 | total=0.6439 | leaf=0.6439 | ancestor=0.0000 | gnorm=0.2385 | lmax=45.0000 | t_max=0.57 | lr=3.85e-04 | t=26.1s +step= 7800 | total=0.5947 | leaf=0.5947 | ancestor=0.0000 | gnorm=0.1677 | lmax=47.2500 | t_max=0.57 | lr=3.90e-04 | t=26.1s +step= 7900 | total=0.6142 | leaf=0.6142 | ancestor=0.0000 | gnorm=0.1371 | lmax=43.2500 | t_max=0.58 | lr=3.95e-04 | t=26.1s +step= 8000 | total=0.5821 | leaf=0.5821 | ancestor=0.0000 | gnorm=0.3133 | lmax=44.0000 | t_max=0.58 | lr=4.00e-04 | t=26.1s +step= 8100 | total=0.6654 | leaf=0.6654 | ancestor=0.0000 | gnorm=0.1592 | lmax=41.0000 | t_max=0.58 | lr=4.05e-04 | t=26.1s +step= 8200 | total=0.6338 | leaf=0.6338 | ancestor=0.0000 | gnorm=0.1583 | lmax=44.7500 | t_max=0.59 | lr=4.10e-04 | t=26.1s +step= 8300 | total=0.6700 | leaf=0.6700 | ancestor=0.0000 | gnorm=0.1468 | lmax=47.0000 | t_max=0.59 | lr=4.15e-04 | t=26.1s +step= 8400 | total=0.6569 | leaf=0.6569 | ancestor=0.0000 | gnorm=0.1472 | lmax=42.2500 | t_max=0.59 | lr=4.20e-04 | t=26.1s +step= 8500 | total=0.6384 | leaf=0.6384 | ancestor=0.0000 | gnorm=0.1377 | lmax=46.2500 | t_max=0.60 | lr=4.25e-04 | t=26.1s +step= 8600 | total=0.7056 | leaf=0.7056 | ancestor=0.0000 | gnorm=0.1348 | lmax=45.2500 | t_max=0.60 | lr=4.30e-04 | t=26.1s +step= 8700 | total=0.6379 | leaf=0.6379 | ancestor=0.0000 | gnorm=0.1495 | lmax=45.7500 | t_max=0.60 | lr=4.35e-04 | t=26.1s +step= 8800 | total=0.6930 | leaf=0.6930 | ancestor=0.0000 | gnorm=0.1498 | lmax=44.5000 | t_max=0.61 | lr=4.40e-04 | t=26.1s +step= 8900 | total=0.7134 | leaf=0.7134 | ancestor=0.0000 | gnorm=0.1468 | lmax=44.0000 | t_max=0.61 | lr=4.45e-04 | t=26.1s +step= 9000 | total=0.7120 | leaf=0.7120 | ancestor=0.0000 | gnorm=0.1529 | lmax=44.0000 | t_max=0.61 | lr=4.50e-04 | t=26.1s +step= 9100 | total=0.6418 | leaf=0.6418 | ancestor=0.0000 | gnorm=0.2449 | lmax=45.7500 | t_max=0.62 | lr=4.55e-04 | t=26.1s +step= 9200 | total=0.6783 | leaf=0.6783 | ancestor=0.0000 | gnorm=0.1413 | lmax=41.0000 | t_max=0.62 | lr=4.60e-04 | t=26.1s +step= 9300 | total=0.6649 | leaf=0.6649 | ancestor=0.0000 | gnorm=0.1741 | lmax=44.2500 | t_max=0.63 | lr=4.65e-04 | t=26.1s +step= 9400 | total=0.6362 | leaf=0.6362 | ancestor=0.0000 | gnorm=0.1535 | lmax=44.0000 | t_max=0.63 | lr=4.70e-04 | t=26.1s +step= 9500 | total=0.7098 | leaf=0.7098 | ancestor=0.0000 | gnorm=0.1707 | lmax=44.7500 | t_max=0.63 | lr=4.75e-04 | t=26.1s +step= 9600 | total=0.7542 | leaf=0.7542 | ancestor=0.0000 | gnorm=0.1651 | lmax=46.5000 | t_max=0.64 | lr=4.80e-04 | t=26.1s +step= 9700 | total=0.6920 | leaf=0.6920 | ancestor=0.0000 | gnorm=0.1577 | lmax=45.2500 | t_max=0.64 | lr=4.85e-04 | t=26.1s +step= 9800 | total=0.7122 | leaf=0.7122 | ancestor=0.0000 | gnorm=0.2423 | lmax=44.5000 | t_max=0.64 | lr=4.90e-04 | t=26.1s +step= 9900 | total=0.7432 | leaf=0.7432 | ancestor=0.0000 | gnorm=0.1372 | lmax=44.5000 | t_max=0.65 | lr=4.95e-04 | t=26.1s +step= 10000 | total=0.7387 | leaf=0.7387 | ancestor=0.0000 | gnorm=0.1407 | lmax=45.0000 | t_max=0.65 | lr=5.00e-04 | t=26.1s + VAL | loss_leaf=1.9302 | loss_ancestor=0.0000 | loss_total=1.9302 + Saved checkpoint: outputs/sad_new/ckpt_10000.pt +step= 10100 | total=0.7699 | leaf=0.7699 | ancestor=0.0000 | gnorm=0.1423 | lmax=43.5000 | t_max=0.65 | lr=5.00e-04 | t=34.4s +step= 10200 | total=0.6789 | leaf=0.6789 | ancestor=0.0000 | gnorm=0.1341 | lmax=42.2500 | t_max=0.66 | lr=5.00e-04 | t=26.1s +step= 10300 | total=0.7566 | leaf=0.7566 | ancestor=0.0000 | gnorm=0.1816 | lmax=44.0000 | t_max=0.66 | lr=5.00e-04 | t=26.1s +step= 10400 | total=0.7827 | leaf=0.7827 | ancestor=0.0000 | gnorm=0.2058 | lmax=44.2500 | t_max=0.66 | lr=5.00e-04 | t=26.1s +step= 10500 | total=0.7288 | leaf=0.7288 | ancestor=0.0000 | gnorm=0.1306 | lmax=42.5000 | t_max=0.67 | lr=5.00e-04 | t=26.1s +step= 10600 | total=0.8092 | leaf=0.8092 | ancestor=0.0000 | gnorm=0.1512 | lmax=41.5000 | t_max=0.67 | lr=5.00e-04 | t=26.1s +step= 10700 | total=0.8024 | leaf=0.8024 | ancestor=0.0000 | gnorm=0.1699 | lmax=46.5000 | t_max=0.67 | lr=5.00e-04 | t=26.2s +step= 10800 | total=0.7693 | leaf=0.7693 | ancestor=0.0000 | gnorm=0.1313 | lmax=42.0000 | t_max=0.68 | lr=5.00e-04 | t=26.1s +step= 10900 | total=0.8182 | leaf=0.8182 | ancestor=0.0000 | gnorm=0.1454 | lmax=47.7500 | t_max=0.68 | lr=5.00e-04 | t=26.2s +step= 11000 | total=0.8939 | leaf=0.8939 | ancestor=0.0000 | gnorm=0.1344 | lmax=42.0000 | t_max=0.68 | lr=5.00e-04 | t=26.2s +step= 11100 | total=0.7905 | leaf=0.7905 | ancestor=0.0000 | gnorm=0.1333 | lmax=44.7500 | t_max=0.69 | lr=5.00e-04 | t=26.1s +step= 11200 | total=0.8688 | leaf=0.8688 | ancestor=0.0000 | gnorm=0.2312 | lmax=44.5000 | t_max=0.69 | lr=5.00e-04 | t=26.2s +step= 11300 | total=0.7700 | leaf=0.7700 | ancestor=0.0000 | gnorm=0.1718 | lmax=42.5000 | t_max=0.70 | lr=5.00e-04 | t=26.1s +step= 11400 | total=0.8623 | leaf=0.8623 | ancestor=0.0000 | gnorm=0.1313 | lmax=42.7500 | t_max=0.70 | lr=5.00e-04 | t=26.2s +step= 11500 | total=0.8967 | leaf=0.8967 | ancestor=0.0000 | gnorm=0.1303 | lmax=42.0000 | t_max=0.70 | lr=5.00e-04 | t=26.1s +step= 11600 | total=0.8786 | leaf=0.8786 | ancestor=0.0000 | gnorm=0.1583 | lmax=45.2500 | t_max=0.71 | lr=5.00e-04 | t=26.1s +step= 11700 | total=0.8965 | leaf=0.8965 | ancestor=0.0000 | gnorm=0.1468 | lmax=44.5000 | t_max=0.71 | lr=5.00e-04 | t=26.1s +step= 11800 | total=0.8101 | leaf=0.8101 | ancestor=0.0000 | gnorm=0.1588 | lmax=44.0000 | t_max=0.71 | lr=5.00e-04 | t=26.1s +step= 11900 | total=0.8711 | leaf=0.8711 | ancestor=0.0000 | gnorm=0.1431 | lmax=45.0000 | t_max=0.72 | lr=5.00e-04 | t=26.1s +step= 12000 | total=0.9123 | leaf=0.9123 | ancestor=0.0000 | gnorm=0.1787 | lmax=44.2500 | t_max=0.72 | lr=5.00e-04 | t=26.1s +step= 12100 | total=0.8896 | leaf=0.8896 | ancestor=0.0000 | gnorm=0.1343 | lmax=45.2500 | t_max=0.72 | lr=5.00e-04 | t=26.1s +step= 12200 | total=0.8668 | leaf=0.8668 | ancestor=0.0000 | gnorm=0.1341 | lmax=48.0000 | t_max=0.73 | lr=5.00e-04 | t=26.1s +step= 12300 | total=0.9090 | leaf=0.9090 | ancestor=0.0000 | gnorm=0.1837 | lmax=44.0000 | t_max=0.73 | lr=5.00e-04 | t=26.1s +step= 12400 | total=0.8630 | leaf=0.8630 | ancestor=0.0000 | gnorm=0.1531 | lmax=43.2500 | t_max=0.73 | lr=5.00e-04 | t=26.1s +step= 12500 | total=0.9032 | leaf=0.9032 | ancestor=0.0000 | gnorm=0.1284 | lmax=44.0000 | t_max=0.74 | lr=5.00e-04 | t=26.2s +step= 12600 | total=0.8750 | leaf=0.8750 | ancestor=0.0000 | gnorm=0.1517 | lmax=44.7500 | t_max=0.74 | lr=5.00e-04 | t=26.2s +step= 12700 | total=0.9427 | leaf=0.9427 | ancestor=0.0000 | gnorm=0.1326 | lmax=45.7500 | t_max=0.74 | lr=5.00e-04 | t=26.2s +step= 12800 | total=0.8891 | leaf=0.8891 | ancestor=0.0000 | gnorm=0.1370 | lmax=45.2500 | t_max=0.75 | lr=5.00e-04 | t=26.1s +step= 12900 | total=0.8952 | leaf=0.8952 | ancestor=0.0000 | gnorm=0.1386 | lmax=47.7500 | t_max=0.75 | lr=5.00e-04 | t=26.2s +step= 13000 | total=0.9566 | leaf=0.9566 | ancestor=0.0000 | gnorm=0.1302 | lmax=46.5000 | t_max=0.76 | lr=5.00e-04 | t=26.1s +step= 13100 | total=0.9130 | leaf=0.9130 | ancestor=0.0000 | gnorm=0.1357 | lmax=46.5000 | t_max=0.76 | lr=5.00e-04 | t=26.1s +step= 13200 | total=0.9470 | leaf=0.9470 | ancestor=0.0000 | gnorm=0.1405 | lmax=46.5000 | t_max=0.76 | lr=5.00e-04 | t=26.2s +step= 13300 | total=0.9577 | leaf=0.9577 | ancestor=0.0000 | gnorm=0.1324 | lmax=46.5000 | t_max=0.77 | lr=5.00e-04 | t=26.2s +step= 13400 | total=0.9788 | leaf=0.9788 | ancestor=0.0000 | gnorm=0.1352 | lmax=47.2500 | t_max=0.77 | lr=5.00e-04 | t=26.1s +step= 13500 | total=0.9289 | leaf=0.9289 | ancestor=0.0000 | gnorm=0.2259 | lmax=47.5000 | t_max=0.77 | lr=5.00e-04 | t=26.1s +step= 13600 | total=1.0004 | leaf=1.0004 | ancestor=0.0000 | gnorm=0.1555 | lmax=47.5000 | t_max=0.78 | lr=5.00e-04 | t=26.1s +step= 13700 | total=1.0199 | leaf=1.0199 | ancestor=0.0000 | gnorm=0.1656 | lmax=48.0000 | t_max=0.78 | lr=5.00e-04 | t=26.2s +step= 13800 | total=1.0332 | leaf=1.0332 | ancestor=0.0000 | gnorm=0.1280 | lmax=48.5000 | t_max=0.78 | lr=5.00e-04 | t=26.2s +step= 13900 | total=1.0036 | leaf=1.0036 | ancestor=0.0000 | gnorm=0.1307 | lmax=46.0000 | t_max=0.79 | lr=5.00e-04 | t=26.2s +step= 14000 | total=1.0559 | leaf=1.0559 | ancestor=0.0000 | gnorm=0.1416 | lmax=47.7500 | t_max=0.79 | lr=5.00e-04 | t=26.2s +step= 14100 | total=0.9900 | leaf=0.9900 | ancestor=0.0000 | gnorm=0.1446 | lmax=48.0000 | t_max=0.79 | lr=5.00e-04 | t=26.2s +step= 14200 | total=1.0326 | leaf=1.0326 | ancestor=0.0000 | gnorm=0.1387 | lmax=48.2500 | t_max=0.80 | lr=5.00e-04 | t=26.1s +step= 14300 | total=1.0336 | leaf=1.0336 | ancestor=0.0000 | gnorm=0.1406 | lmax=45.5000 | t_max=0.80 | lr=5.00e-04 | t=26.2s +step= 14400 | total=0.9943 | leaf=0.9943 | ancestor=0.0000 | gnorm=0.1404 | lmax=44.5000 | t_max=0.80 | lr=5.00e-04 | t=26.2s +step= 14500 | total=1.0929 | leaf=1.0929 | ancestor=0.0000 | gnorm=0.1869 | lmax=46.0000 | t_max=0.81 | lr=5.00e-04 | t=26.1s +step= 14600 | total=0.9564 | leaf=0.9564 | ancestor=0.0000 | gnorm=0.1283 | lmax=45.5000 | t_max=0.81 | lr=5.00e-04 | t=26.2s +step= 14700 | total=1.0982 | leaf=1.0982 | ancestor=0.0000 | gnorm=0.1447 | lmax=44.7500 | t_max=0.81 | lr=5.00e-04 | t=26.2s +step= 14800 | total=1.0380 | leaf=1.0380 | ancestor=0.0000 | gnorm=0.1413 | lmax=46.7500 | t_max=0.82 | lr=5.00e-04 | t=26.1s +step= 14900 | total=1.0631 | leaf=1.0631 | ancestor=0.0000 | gnorm=0.2447 | lmax=46.7500 | t_max=0.82 | lr=5.00e-04 | t=26.2s +step= 15000 | total=1.1172 | leaf=1.1172 | ancestor=0.0000 | gnorm=0.1315 | lmax=44.2500 | t_max=0.82 | lr=5.00e-04 | t=26.2s + VAL | loss_leaf=1.8232 | loss_ancestor=0.0000 | loss_total=1.8232 +step= 15100 | total=1.0684 | leaf=1.0684 | ancestor=0.0000 | gnorm=0.1784 | lmax=46.0000 | t_max=0.83 | lr=5.00e-04 | t=31.1s +step= 15200 | total=1.1237 | leaf=1.1237 | ancestor=0.0000 | gnorm=0.1540 | lmax=44.0000 | t_max=0.83 | lr=5.00e-04 | t=26.2s +step= 15300 | total=1.1480 | leaf=1.1480 | ancestor=0.0000 | gnorm=0.1730 | lmax=44.0000 | t_max=0.84 | lr=5.00e-04 | t=26.2s +step= 15400 | total=1.1432 | leaf=1.1432 | ancestor=0.0000 | gnorm=0.1299 | lmax=43.0000 | t_max=0.84 | lr=5.00e-04 | t=26.2s +step= 15500 | total=1.1747 | leaf=1.1747 | ancestor=0.0000 | gnorm=0.1530 | lmax=42.7500 | t_max=0.84 | lr=5.00e-04 | t=75.0s +step= 15600 | total=1.1871 | leaf=1.1871 | ancestor=0.0000 | gnorm=0.1348 | lmax=44.5000 | t_max=0.85 | lr=5.00e-04 | t=26.2s +step= 15700 | total=1.1644 | leaf=1.1644 | ancestor=0.0000 | gnorm=0.1322 | lmax=44.5000 | t_max=0.85 | lr=5.00e-04 | t=26.2s +step= 15800 | total=1.1515 | leaf=1.1515 | ancestor=0.0000 | gnorm=0.1436 | lmax=43.5000 | t_max=0.85 | lr=5.00e-04 | t=26.2s +step= 15900 | total=1.1284 | leaf=1.1284 | ancestor=0.0000 | gnorm=0.1223 | lmax=43.7500 | t_max=0.86 | lr=5.00e-04 | t=26.2s +step= 16000 | total=1.2040 | leaf=1.2040 | ancestor=0.0000 | gnorm=0.1460 | lmax=44.7500 | t_max=0.86 | lr=5.00e-04 | t=26.2s +step= 16100 | total=1.2052 | leaf=1.2052 | ancestor=0.0000 | gnorm=0.1745 | lmax=47.0000 | t_max=0.86 | lr=5.00e-04 | t=26.2s +step= 16200 | total=1.1907 | leaf=1.1907 | ancestor=0.0000 | gnorm=0.1581 | lmax=45.2500 | t_max=0.87 | lr=5.00e-04 | t=26.2s +step= 16300 | total=1.3289 | leaf=1.3289 | ancestor=0.0000 | gnorm=0.1675 | lmax=44.7500 | t_max=0.87 | lr=5.00e-04 | t=26.2s +step= 16400 | total=1.2537 | leaf=1.2537 | ancestor=0.0000 | gnorm=0.1559 | lmax=45.2500 | t_max=0.87 | lr=5.00e-04 | t=26.2s +step= 16500 | total=1.2733 | leaf=1.2733 | ancestor=0.0000 | gnorm=0.1467 | lmax=46.2500 | t_max=0.88 | lr=5.00e-04 | t=26.2s +step= 16600 | total=1.1351 | leaf=1.1351 | ancestor=0.0000 | gnorm=0.1500 | lmax=44.5000 | t_max=0.88 | lr=5.00e-04 | t=26.2s +step= 16700 | total=1.2843 | leaf=1.2843 | ancestor=0.0000 | gnorm=0.1657 | lmax=44.5000 | t_max=0.88 | lr=5.00e-04 | t=26.2s +step= 16800 | total=1.2258 | leaf=1.2258 | ancestor=0.0000 | gnorm=0.1372 | lmax=44.0000 | t_max=0.89 | lr=5.00e-04 | t=26.2s +step= 16900 | total=1.3055 | leaf=1.3055 | ancestor=0.0000 | gnorm=0.1500 | lmax=43.7500 | t_max=0.89 | lr=5.00e-04 | t=26.2s +step= 17000 | total=1.2392 | leaf=1.2392 | ancestor=0.0000 | gnorm=0.1336 | lmax=47.2500 | t_max=0.90 | lr=5.00e-04 | t=26.2s +step= 17100 | total=1.2507 | leaf=1.2507 | ancestor=0.0000 | gnorm=0.1965 | lmax=46.2500 | t_max=0.90 | lr=5.00e-04 | t=26.1s +step= 17200 | total=1.3517 | leaf=1.3517 | ancestor=0.0000 | gnorm=0.1525 | lmax=44.0000 | t_max=0.90 | lr=5.00e-04 | t=26.2s +step= 17300 | total=1.4058 | leaf=1.4058 | ancestor=0.0000 | gnorm=0.1486 | lmax=46.5000 | t_max=0.91 | lr=5.00e-04 | t=26.1s +step= 17400 | total=1.4107 | leaf=1.4107 | ancestor=0.0000 | gnorm=0.1520 | lmax=46.7500 | t_max=0.91 | lr=5.00e-04 | t=26.1s +step= 17500 | total=1.3139 | leaf=1.3139 | ancestor=0.0000 | gnorm=0.1462 | lmax=46.7500 | t_max=0.91 | lr=5.00e-04 | t=26.1s +step= 17600 | total=1.2992 | leaf=1.2992 | ancestor=0.0000 | gnorm=0.1454 | lmax=46.7500 | t_max=0.92 | lr=5.00e-04 | t=26.2s +step= 17700 | total=1.4124 | leaf=1.4124 | ancestor=0.0000 | gnorm=0.1473 | lmax=45.2500 | t_max=0.92 | lr=5.00e-04 | t=26.2s +step= 17800 | total=1.5175 | leaf=1.5175 | ancestor=0.0000 | gnorm=0.1959 | lmax=46.5000 | t_max=0.92 | lr=5.00e-04 | t=26.2s +step= 17900 | total=1.4095 | leaf=1.4095 | ancestor=0.0000 | gnorm=0.1505 | lmax=47.7500 | t_max=0.93 | lr=5.00e-04 | t=26.1s +step= 18000 | total=1.3689 | leaf=1.3689 | ancestor=0.0000 | gnorm=0.1731 | lmax=44.5000 | t_max=0.93 | lr=5.00e-04 | t=26.1s +step= 18100 | total=1.4902 | leaf=1.4902 | ancestor=0.0000 | gnorm=0.1701 | lmax=46.7500 | t_max=0.93 | lr=5.00e-04 | t=26.2s +step= 18200 | total=1.5192 | leaf=1.5192 | ancestor=0.0000 | gnorm=0.1884 | lmax=45.0000 | t_max=0.94 | lr=5.00e-04 | t=26.1s +step= 18300 | total=1.5064 | leaf=1.5064 | ancestor=0.0000 | gnorm=0.2205 | lmax=45.0000 | t_max=0.94 | lr=5.00e-04 | t=26.1s +step= 18400 | total=1.4092 | leaf=1.4092 | ancestor=0.0000 | gnorm=0.1426 | lmax=47.2500 | t_max=0.94 | lr=5.00e-04 | t=26.1s +step= 18500 | total=1.5054 | leaf=1.5054 | ancestor=0.0000 | gnorm=0.1512 | lmax=47.2500 | t_max=0.95 | lr=5.00e-04 | t=26.2s +step= 18600 | total=1.5695 | leaf=1.5695 | ancestor=0.0000 | gnorm=0.1662 | lmax=48.7500 | t_max=0.95 | lr=5.00e-04 | t=26.2s +step= 18700 | total=1.4944 | leaf=1.4944 | ancestor=0.0000 | gnorm=0.1491 | lmax=46.0000 | t_max=0.95 | lr=5.00e-04 | t=26.2s +step= 18800 | total=1.5831 | leaf=1.5831 | ancestor=0.0000 | gnorm=0.1564 | lmax=48.0000 | t_max=0.96 | lr=5.00e-04 | t=26.2s +step= 18900 | total=1.5866 | leaf=1.5866 | ancestor=0.0000 | gnorm=0.1789 | lmax=46.2500 | t_max=0.96 | lr=5.00e-04 | t=26.1s +step= 19000 | total=1.6108 | leaf=1.6108 | ancestor=0.0000 | gnorm=0.2209 | lmax=46.2500 | t_max=0.97 | lr=5.00e-04 | t=26.2s +step= 19100 | total=1.5133 | leaf=1.5133 | ancestor=0.0000 | gnorm=0.1859 | lmax=46.7500 | t_max=0.97 | lr=5.00e-04 | t=26.2s +step= 19200 | total=1.6183 | leaf=1.6183 | ancestor=0.0000 | gnorm=0.2312 | lmax=48.2500 | t_max=0.97 | lr=5.00e-04 | t=26.2s +step= 19300 | total=1.6008 | leaf=1.6008 | ancestor=0.0000 | gnorm=0.1525 | lmax=47.2500 | t_max=0.98 | lr=5.00e-04 | t=26.1s +step= 19400 | total=1.7172 | leaf=1.7172 | ancestor=0.0000 | gnorm=0.1660 | lmax=48.2500 | t_max=0.98 | lr=5.00e-04 | t=26.1s +step= 19500 | total=1.6313 | leaf=1.6313 | ancestor=0.0000 | gnorm=0.1526 | lmax=46.5000 | t_max=0.98 | lr=5.00e-04 | t=26.2s +step= 19600 | total=1.5658 | leaf=1.5658 | ancestor=0.0000 | gnorm=0.1538 | lmax=45.7500 | t_max=0.99 | lr=5.00e-04 | t=26.2s +step= 19700 | total=1.7812 | leaf=1.7812 | ancestor=0.0000 | gnorm=0.1898 | lmax=47.5000 | t_max=0.99 | lr=5.00e-04 | t=26.2s +step= 19800 | total=1.7351 | leaf=1.7351 | ancestor=0.0000 | gnorm=0.1723 | lmax=46.0000 | t_max=0.99 | lr=5.00e-04 | t=26.2s +step= 19900 | total=1.7260 | leaf=1.7260 | ancestor=0.0000 | gnorm=0.2265 | lmax=46.0000 | t_max=1.00 | lr=5.00e-04 | t=26.2s +step= 20000 | total=1.7518 | leaf=1.7518 | ancestor=0.0000 | gnorm=0.1776 | lmax=49.5000 | t_max=1.00 | lr=5.00e-04 | t=26.2s + VAL | loss_leaf=1.7425 | loss_ancestor=0.0000 | loss_total=1.7425 + Saved checkpoint: outputs/sad_new/ckpt_20000.pt +step= 20100 | total=1.6738 | leaf=1.6738 | ancestor=0.0000 | gnorm=0.2813 | lmax=45.7500 | t_max=1.00 | lr=5.00e-04 | t=38.1s +step= 20200 | total=1.7592 | leaf=1.7592 | ancestor=0.0000 | gnorm=0.3006 | lmax=48.7500 | t_max=1.00 | lr=5.00e-04 | t=26.2s +step= 20300 | total=1.8286 | leaf=1.8286 | ancestor=0.0000 | gnorm=0.1441 | lmax=47.2500 | t_max=1.00 | lr=5.00e-04 | t=26.2s +step= 20400 | total=1.6730 | leaf=1.6730 | ancestor=0.0000 | gnorm=0.1583 | lmax=47.0000 | t_max=1.00 | lr=5.00e-04 | t=26.5s +step= 20500 | total=1.7428 | leaf=1.7428 | ancestor=0.0000 | gnorm=0.1933 | lmax=46.7500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 20600 | total=1.7528 | leaf=1.7528 | ancestor=0.0000 | gnorm=0.1744 | lmax=47.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 20700 | total=1.8477 | leaf=1.8477 | ancestor=0.0000 | gnorm=0.1479 | lmax=50.7500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 20800 | total=1.7704 | leaf=1.7704 | ancestor=0.0000 | gnorm=0.1481 | lmax=49.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 20900 | total=1.5629 | leaf=1.5629 | ancestor=0.0000 | gnorm=0.2138 | lmax=48.2500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 21000 | total=1.7326 | leaf=1.7326 | ancestor=0.0000 | gnorm=0.1450 | lmax=45.7500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21100 | total=1.7291 | leaf=1.7291 | ancestor=0.0000 | gnorm=0.1916 | lmax=47.7500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 21200 | total=1.7200 | leaf=1.7200 | ancestor=0.0000 | gnorm=0.2225 | lmax=51.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21300 | total=1.6658 | leaf=1.6658 | ancestor=0.0000 | gnorm=0.2685 | lmax=50.7500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21400 | total=1.7863 | leaf=1.7863 | ancestor=0.0000 | gnorm=0.1411 | lmax=50.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21500 | total=1.7586 | leaf=1.7586 | ancestor=0.0000 | gnorm=0.2347 | lmax=47.7500 | t_max=1.00 | lr=4.99e-04 | t=26.5s +step= 21600 | total=1.7670 | leaf=1.7670 | ancestor=0.0000 | gnorm=0.1392 | lmax=47.0000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 21700 | total=1.7370 | leaf=1.7370 | ancestor=0.0000 | gnorm=0.1412 | lmax=48.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21800 | total=1.7165 | leaf=1.7165 | ancestor=0.0000 | gnorm=0.2659 | lmax=49.7500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 21900 | total=1.7651 | leaf=1.7651 | ancestor=0.0000 | gnorm=0.1607 | lmax=46.0000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 22000 | total=1.6820 | leaf=1.6820 | ancestor=0.0000 | gnorm=0.1360 | lmax=48.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 22100 | total=1.7254 | leaf=1.7254 | ancestor=0.0000 | gnorm=0.1422 | lmax=49.7500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 22200 | total=1.7123 | leaf=1.7123 | ancestor=0.0000 | gnorm=0.1876 | lmax=50.2500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 22300 | total=1.8491 | leaf=1.8491 | ancestor=0.0000 | gnorm=0.1848 | lmax=44.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 22400 | total=1.7661 | leaf=1.7661 | ancestor=0.0000 | gnorm=0.1402 | lmax=43.2500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 22500 | total=1.6372 | leaf=1.6372 | ancestor=0.0000 | gnorm=0.1438 | lmax=42.7500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 22600 | total=1.8126 | leaf=1.8126 | ancestor=0.0000 | gnorm=0.1386 | lmax=44.2500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 22700 | total=1.7192 | leaf=1.7192 | ancestor=0.0000 | gnorm=0.1709 | lmax=44.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 22800 | total=1.7138 | leaf=1.7138 | ancestor=0.0000 | gnorm=0.1451 | lmax=45.7500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 22900 | total=1.6449 | leaf=1.6449 | ancestor=0.0000 | gnorm=0.1595 | lmax=47.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 23000 | total=1.8617 | leaf=1.8617 | ancestor=0.0000 | gnorm=0.1694 | lmax=42.7500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 23100 | total=1.7778 | leaf=1.7778 | ancestor=0.0000 | gnorm=0.1528 | lmax=41.7500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 23200 | total=1.8302 | leaf=1.8302 | ancestor=0.0000 | gnorm=0.2670 | lmax=46.2500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 23300 | total=1.7162 | leaf=1.7162 | ancestor=0.0000 | gnorm=0.2160 | lmax=45.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 23400 | total=1.8100 | leaf=1.8100 | ancestor=0.0000 | gnorm=0.1726 | lmax=46.2500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 23500 | total=1.7118 | leaf=1.7118 | ancestor=0.0000 | gnorm=0.1840 | lmax=46.7500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 23600 | total=1.7254 | leaf=1.7254 | ancestor=0.0000 | gnorm=0.2517 | lmax=44.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 23700 | total=1.7525 | leaf=1.7525 | ancestor=0.0000 | gnorm=0.1515 | lmax=45.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 23800 | total=1.6729 | leaf=1.6729 | ancestor=0.0000 | gnorm=0.1762 | lmax=43.2500 | t_max=1.00 | lr=4.99e-04 | t=26.5s +step= 23900 | total=1.8244 | leaf=1.8244 | ancestor=0.0000 | gnorm=0.1630 | lmax=43.0000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 24000 | total=1.7894 | leaf=1.7894 | ancestor=0.0000 | gnorm=0.1348 | lmax=45.7500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 24100 | total=1.7064 | leaf=1.7064 | ancestor=0.0000 | gnorm=0.1700 | lmax=46.7500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 24200 | total=1.6872 | leaf=1.6872 | ancestor=0.0000 | gnorm=0.1709 | lmax=43.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 24300 | total=1.7110 | leaf=1.7110 | ancestor=0.0000 | gnorm=0.2221 | lmax=40.7500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 24400 | total=1.7074 | leaf=1.7074 | ancestor=0.0000 | gnorm=0.1877 | lmax=44.5000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 24500 | total=1.6176 | leaf=1.6176 | ancestor=0.0000 | gnorm=0.1541 | lmax=41.0000 | t_max=1.00 | lr=4.99e-04 | t=26.6s +step= 24600 | total=1.7158 | leaf=1.7158 | ancestor=0.0000 | gnorm=0.2171 | lmax=47.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 24700 | total=1.8383 | leaf=1.8383 | ancestor=0.0000 | gnorm=0.1579 | lmax=43.2500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 24800 | total=1.6969 | leaf=1.6969 | ancestor=0.0000 | gnorm=0.1793 | lmax=43.0000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 24900 | total=1.5877 | leaf=1.5877 | ancestor=0.0000 | gnorm=0.1793 | lmax=42.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 25000 | total=1.6460 | leaf=1.6460 | ancestor=0.0000 | gnorm=0.1580 | lmax=42.0000 | t_max=1.00 | lr=4.99e-04 | t=26.1s + VAL | loss_leaf=1.7419 | loss_ancestor=0.0000 | loss_total=1.7419 +step= 25100 | total=1.6957 | leaf=1.6957 | ancestor=0.0000 | gnorm=0.1760 | lmax=41.5000 | t_max=1.00 | lr=4.99e-04 | t=31.1s +step= 25200 | total=1.6664 | leaf=1.6664 | ancestor=0.0000 | gnorm=0.1799 | lmax=44.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 25300 | total=1.7754 | leaf=1.7754 | ancestor=0.0000 | gnorm=0.1795 | lmax=38.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 25400 | total=1.6049 | leaf=1.6049 | ancestor=0.0000 | gnorm=0.2415 | lmax=41.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 25500 | total=1.7628 | leaf=1.7628 | ancestor=0.0000 | gnorm=0.1620 | lmax=41.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 25600 | total=1.6903 | leaf=1.6903 | ancestor=0.0000 | gnorm=0.2300 | lmax=43.7500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 25700 | total=1.6986 | leaf=1.6986 | ancestor=0.0000 | gnorm=0.1787 | lmax=44.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 25800 | total=1.7242 | leaf=1.7242 | ancestor=0.0000 | gnorm=0.2002 | lmax=43.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 25900 | total=1.6389 | leaf=1.6389 | ancestor=0.0000 | gnorm=0.1760 | lmax=41.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 26000 | total=1.7296 | leaf=1.7296 | ancestor=0.0000 | gnorm=0.1852 | lmax=37.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 26100 | total=1.7362 | leaf=1.7362 | ancestor=0.0000 | gnorm=0.1968 | lmax=40.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 26200 | total=1.7167 | leaf=1.7167 | ancestor=0.0000 | gnorm=0.1816 | lmax=39.5000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 26300 | total=1.8581 | leaf=1.8581 | ancestor=0.0000 | gnorm=0.1602 | lmax=38.5000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 26400 | total=1.6987 | leaf=1.6987 | ancestor=0.0000 | gnorm=0.1864 | lmax=37.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 26500 | total=1.8185 | leaf=1.8185 | ancestor=0.0000 | gnorm=0.2426 | lmax=43.5000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 26600 | total=1.7894 | leaf=1.7894 | ancestor=0.0000 | gnorm=0.1773 | lmax=42.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 26700 | total=1.6789 | leaf=1.6789 | ancestor=0.0000 | gnorm=0.2090 | lmax=40.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 26800 | total=1.7856 | leaf=1.7856 | ancestor=0.0000 | gnorm=0.1981 | lmax=37.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 26900 | total=1.6799 | leaf=1.6799 | ancestor=0.0000 | gnorm=0.1729 | lmax=38.0000 | t_max=1.00 | lr=4.99e-04 | t=26.5s +step= 27000 | total=1.7563 | leaf=1.7563 | ancestor=0.0000 | gnorm=0.1753 | lmax=39.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 27100 | total=1.7792 | leaf=1.7792 | ancestor=0.0000 | gnorm=0.2865 | lmax=40.5000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 27200 | total=1.8109 | leaf=1.8109 | ancestor=0.0000 | gnorm=0.1733 | lmax=42.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 27300 | total=1.6914 | leaf=1.6914 | ancestor=0.0000 | gnorm=0.1577 | lmax=42.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 27400 | total=1.7149 | leaf=1.7149 | ancestor=0.0000 | gnorm=0.2254 | lmax=42.5000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 27500 | total=1.8164 | leaf=1.8164 | ancestor=0.0000 | gnorm=0.1738 | lmax=37.5000 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 27600 | total=1.7350 | leaf=1.7350 | ancestor=0.0000 | gnorm=0.1727 | lmax=41.7500 | t_max=1.00 | lr=4.99e-04 | t=26.1s +step= 27700 | total=1.7419 | leaf=1.7419 | ancestor=0.0000 | gnorm=0.2239 | lmax=37.2500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 27800 | total=1.7986 | leaf=1.7986 | ancestor=0.0000 | gnorm=0.1664 | lmax=41.0000 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 27900 | total=1.6791 | leaf=1.6791 | ancestor=0.0000 | gnorm=0.2215 | lmax=38.7500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 28000 | total=1.7541 | leaf=1.7541 | ancestor=0.0000 | gnorm=0.2021 | lmax=36.7500 | t_max=1.00 | lr=4.99e-04 | t=26.2s +step= 28100 | total=1.7934 | leaf=1.7934 | ancestor=0.0000 | gnorm=0.1807 | lmax=39.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 28200 | total=1.8007 | leaf=1.8007 | ancestor=0.0000 | gnorm=0.1679 | lmax=39.5000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 28300 | total=1.6991 | leaf=1.6991 | ancestor=0.0000 | gnorm=0.1863 | lmax=40.7500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 28400 | total=1.7636 | leaf=1.7636 | ancestor=0.0000 | gnorm=0.2340 | lmax=39.5000 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 28500 | total=1.6620 | leaf=1.6620 | ancestor=0.0000 | gnorm=0.2259 | lmax=36.7500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 28600 | total=1.8331 | leaf=1.8331 | ancestor=0.0000 | gnorm=0.2105 | lmax=41.5000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 28700 | total=1.8182 | leaf=1.8182 | ancestor=0.0000 | gnorm=0.2581 | lmax=41.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 28800 | total=1.8705 | leaf=1.8705 | ancestor=0.0000 | gnorm=0.1808 | lmax=38.5000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 28900 | total=1.7426 | leaf=1.7426 | ancestor=0.0000 | gnorm=0.1751 | lmax=38.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 29000 | total=1.6661 | leaf=1.6661 | ancestor=0.0000 | gnorm=0.1926 | lmax=39.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 29100 | total=1.5556 | leaf=1.5556 | ancestor=0.0000 | gnorm=0.2553 | lmax=39.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 29200 | total=1.5985 | leaf=1.5985 | ancestor=0.0000 | gnorm=0.1908 | lmax=36.5000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 29300 | total=1.7506 | leaf=1.7506 | ancestor=0.0000 | gnorm=0.1657 | lmax=39.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 29400 | total=1.8165 | leaf=1.8165 | ancestor=0.0000 | gnorm=0.1734 | lmax=38.7500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 29500 | total=1.8309 | leaf=1.8309 | ancestor=0.0000 | gnorm=0.1965 | lmax=36.5000 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 29600 | total=1.7204 | leaf=1.7204 | ancestor=0.0000 | gnorm=0.2909 | lmax=43.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 29700 | total=1.6628 | leaf=1.6628 | ancestor=0.0000 | gnorm=0.1869 | lmax=37.2500 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 29800 | total=1.8328 | leaf=1.8328 | ancestor=0.0000 | gnorm=0.2157 | lmax=37.7500 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 29900 | total=1.6993 | leaf=1.6993 | ancestor=0.0000 | gnorm=0.1862 | lmax=38.0000 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 30000 | total=1.7573 | leaf=1.7573 | ancestor=0.0000 | gnorm=0.1807 | lmax=35.5000 | t_max=1.00 | lr=4.98e-04 | t=26.1s + VAL | loss_leaf=1.7417 | loss_ancestor=0.0000 | loss_total=1.7417 + Saved checkpoint: outputs/sad_new/ckpt_30000.pt +step= 30100 | total=1.6439 | leaf=1.6439 | ancestor=0.0000 | gnorm=0.2101 | lmax=36.5000 | t_max=1.00 | lr=4.98e-04 | t=38.9s +step= 30200 | total=1.6368 | leaf=1.6368 | ancestor=0.0000 | gnorm=0.1805 | lmax=35.7500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 30300 | total=1.6674 | leaf=1.6674 | ancestor=0.0000 | gnorm=0.1954 | lmax=37.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 30400 | total=1.7619 | leaf=1.7619 | ancestor=0.0000 | gnorm=0.1822 | lmax=38.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 30500 | total=1.6890 | leaf=1.6890 | ancestor=0.0000 | gnorm=0.1668 | lmax=39.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 30600 | total=1.7369 | leaf=1.7369 | ancestor=0.0000 | gnorm=0.1660 | lmax=42.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 30700 | total=1.7572 | leaf=1.7572 | ancestor=0.0000 | gnorm=0.1677 | lmax=34.7500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 30800 | total=1.8180 | leaf=1.8180 | ancestor=0.0000 | gnorm=0.1647 | lmax=37.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 30900 | total=1.6859 | leaf=1.6859 | ancestor=0.0000 | gnorm=0.2182 | lmax=41.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 31000 | total=1.5995 | leaf=1.5995 | ancestor=0.0000 | gnorm=0.1844 | lmax=38.2500 | t_max=1.00 | lr=4.98e-04 | t=26.4s +step= 31100 | total=1.7441 | leaf=1.7441 | ancestor=0.0000 | gnorm=0.2149 | lmax=38.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 31200 | total=1.7573 | leaf=1.7573 | ancestor=0.0000 | gnorm=0.1721 | lmax=36.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 31300 | total=1.6787 | leaf=1.6787 | ancestor=0.0000 | gnorm=0.1948 | lmax=39.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 31400 | total=1.7538 | leaf=1.7538 | ancestor=0.0000 | gnorm=0.1888 | lmax=39.5000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 31500 | total=1.7222 | leaf=1.7222 | ancestor=0.0000 | gnorm=0.2436 | lmax=40.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 31600 | total=1.6987 | leaf=1.6987 | ancestor=0.0000 | gnorm=0.1846 | lmax=38.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 31700 | total=1.6795 | leaf=1.6795 | ancestor=0.0000 | gnorm=0.2691 | lmax=38.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 31800 | total=1.7752 | leaf=1.7752 | ancestor=0.0000 | gnorm=0.2904 | lmax=40.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 31900 | total=1.6249 | leaf=1.6249 | ancestor=0.0000 | gnorm=0.2646 | lmax=41.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 32000 | total=1.7504 | leaf=1.7504 | ancestor=0.0000 | gnorm=0.2496 | lmax=35.2500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 32100 | total=1.7405 | leaf=1.7405 | ancestor=0.0000 | gnorm=0.1556 | lmax=37.0000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 32200 | total=1.6626 | leaf=1.6626 | ancestor=0.0000 | gnorm=0.1738 | lmax=35.7500 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 32300 | total=1.7184 | leaf=1.7184 | ancestor=0.0000 | gnorm=0.1769 | lmax=37.7500 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 32400 | total=1.7524 | leaf=1.7524 | ancestor=0.0000 | gnorm=0.1623 | lmax=35.7500 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 32500 | total=1.7751 | leaf=1.7751 | ancestor=0.0000 | gnorm=0.1921 | lmax=37.7500 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 32600 | total=1.6476 | leaf=1.6476 | ancestor=0.0000 | gnorm=0.1871 | lmax=38.5000 | t_max=1.00 | lr=4.98e-04 | t=26.2s +step= 32700 | total=1.6496 | leaf=1.6496 | ancestor=0.0000 | gnorm=0.1944 | lmax=39.5000 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 32800 | total=1.7604 | leaf=1.7604 | ancestor=0.0000 | gnorm=0.1801 | lmax=37.2500 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 32900 | total=1.7791 | leaf=1.7791 | ancestor=0.0000 | gnorm=0.1895 | lmax=37.2500 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 33000 | total=1.6589 | leaf=1.6589 | ancestor=0.0000 | gnorm=0.1663 | lmax=36.2500 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 33100 | total=1.6203 | leaf=1.6203 | ancestor=0.0000 | gnorm=0.2017 | lmax=35.0000 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 33200 | total=1.7819 | leaf=1.7819 | ancestor=0.0000 | gnorm=0.1942 | lmax=39.0000 | t_max=1.00 | lr=4.98e-04 | t=26.1s +step= 33300 | total=1.7986 | leaf=1.7986 | ancestor=0.0000 | gnorm=0.1635 | lmax=42.0000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 33400 | total=1.7726 | leaf=1.7726 | ancestor=0.0000 | gnorm=0.1581 | lmax=42.7500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 33500 | total=1.6109 | leaf=1.6109 | ancestor=0.0000 | gnorm=0.1736 | lmax=38.2500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 33600 | total=1.8090 | leaf=1.8090 | ancestor=0.0000 | gnorm=0.1980 | lmax=39.7500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 33700 | total=1.7348 | leaf=1.7348 | ancestor=0.0000 | gnorm=0.1663 | lmax=40.7500 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 33800 | total=1.7773 | leaf=1.7773 | ancestor=0.0000 | gnorm=0.1683 | lmax=38.5000 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 33900 | total=1.6713 | leaf=1.6713 | ancestor=0.0000 | gnorm=0.1596 | lmax=38.2500 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 34000 | total=1.7889 | leaf=1.7889 | ancestor=0.0000 | gnorm=0.2157 | lmax=41.5000 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 34100 | total=1.8486 | leaf=1.8486 | ancestor=0.0000 | gnorm=0.1651 | lmax=39.2500 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 34200 | total=1.7781 | leaf=1.7781 | ancestor=0.0000 | gnorm=0.2395 | lmax=38.5000 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 34300 | total=1.7868 | leaf=1.7868 | ancestor=0.0000 | gnorm=0.2809 | lmax=38.2500 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 34400 | total=1.6712 | leaf=1.6712 | ancestor=0.0000 | gnorm=0.1551 | lmax=38.7500 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 34500 | total=1.6256 | leaf=1.6256 | ancestor=0.0000 | gnorm=0.1717 | lmax=37.7500 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 34600 | total=1.7720 | leaf=1.7720 | ancestor=0.0000 | gnorm=0.2096 | lmax=38.5000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 34700 | total=1.7386 | leaf=1.7386 | ancestor=0.0000 | gnorm=0.2478 | lmax=39.2500 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 34800 | total=1.6947 | leaf=1.6947 | ancestor=0.0000 | gnorm=0.1760 | lmax=36.2500 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 34900 | total=1.7442 | leaf=1.7442 | ancestor=0.0000 | gnorm=0.1711 | lmax=35.5000 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 35000 | total=1.7638 | leaf=1.7638 | ancestor=0.0000 | gnorm=0.2301 | lmax=38.0000 | t_max=1.00 | lr=4.97e-04 | t=26.2s + VAL | loss_leaf=1.7123 | loss_ancestor=0.0000 | loss_total=1.7123 +step= 35100 | total=1.7941 | leaf=1.7941 | ancestor=0.0000 | gnorm=0.2261 | lmax=41.0000 | t_max=1.00 | lr=4.97e-04 | t=31.2s +step= 35200 | total=1.7976 | leaf=1.7976 | ancestor=0.0000 | gnorm=0.1663 | lmax=37.5000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 35300 | total=1.6749 | leaf=1.6749 | ancestor=0.0000 | gnorm=0.1575 | lmax=38.5000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 35400 | total=1.6858 | leaf=1.6858 | ancestor=0.0000 | gnorm=0.1903 | lmax=37.2500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 35500 | total=1.7980 | leaf=1.7980 | ancestor=0.0000 | gnorm=0.1651 | lmax=36.7500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 35600 | total=1.9137 | leaf=1.9137 | ancestor=0.0000 | gnorm=0.1676 | lmax=37.2500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 35700 | total=1.6820 | leaf=1.6820 | ancestor=0.0000 | gnorm=0.1601 | lmax=39.0000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 35800 | total=1.6829 | leaf=1.6829 | ancestor=0.0000 | gnorm=0.2151 | lmax=36.5000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 35900 | total=1.6418 | leaf=1.6418 | ancestor=0.0000 | gnorm=0.1750 | lmax=39.5000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 36000 | total=1.7603 | leaf=1.7603 | ancestor=0.0000 | gnorm=0.1852 | lmax=34.2500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 36100 | total=1.7983 | leaf=1.7983 | ancestor=0.0000 | gnorm=0.3080 | lmax=35.5000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 36200 | total=1.5764 | leaf=1.5764 | ancestor=0.0000 | gnorm=0.2146 | lmax=36.0000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 36300 | total=1.6332 | leaf=1.6332 | ancestor=0.0000 | gnorm=0.1541 | lmax=38.2500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 36400 | total=1.7638 | leaf=1.7638 | ancestor=0.0000 | gnorm=0.1982 | lmax=37.2500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 36500 | total=1.6427 | leaf=1.6427 | ancestor=0.0000 | gnorm=0.1674 | lmax=37.2500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 36600 | total=1.7333 | leaf=1.7333 | ancestor=0.0000 | gnorm=0.1555 | lmax=38.5000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 36700 | total=1.8270 | leaf=1.8270 | ancestor=0.0000 | gnorm=0.2018 | lmax=41.7500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 36800 | total=1.8204 | leaf=1.8204 | ancestor=0.0000 | gnorm=0.4164 | lmax=37.7500 | t_max=1.00 | lr=4.97e-04 | t=26.1s +step= 36900 | total=1.6195 | leaf=1.6195 | ancestor=0.0000 | gnorm=0.1853 | lmax=38.5000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 37000 | total=1.7760 | leaf=1.7760 | ancestor=0.0000 | gnorm=0.1823 | lmax=38.2500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 37100 | total=1.6665 | leaf=1.6665 | ancestor=0.0000 | gnorm=0.1561 | lmax=37.0000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 37200 | total=1.5617 | leaf=1.5617 | ancestor=0.0000 | gnorm=0.1937 | lmax=38.0000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 37300 | total=1.8055 | leaf=1.8055 | ancestor=0.0000 | gnorm=0.1562 | lmax=41.5000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 37400 | total=1.6756 | leaf=1.6756 | ancestor=0.0000 | gnorm=0.1839 | lmax=34.0000 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 37500 | total=1.8428 | leaf=1.8428 | ancestor=0.0000 | gnorm=0.2070 | lmax=38.2500 | t_max=1.00 | lr=4.97e-04 | t=26.2s +step= 37600 | total=1.6311 | leaf=1.6311 | ancestor=0.0000 | gnorm=0.3218 | lmax=36.5000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 37700 | total=1.5986 | leaf=1.5986 | ancestor=0.0000 | gnorm=0.1584 | lmax=39.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 37800 | total=1.7621 | leaf=1.7621 | ancestor=0.0000 | gnorm=0.1748 | lmax=36.5000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 37900 | total=1.6138 | leaf=1.6138 | ancestor=0.0000 | gnorm=0.2061 | lmax=37.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 38000 | total=1.6752 | leaf=1.6752 | ancestor=0.0000 | gnorm=0.2282 | lmax=38.7500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 38100 | total=1.8174 | leaf=1.8174 | ancestor=0.0000 | gnorm=0.1646 | lmax=37.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 38200 | total=1.8114 | leaf=1.8114 | ancestor=0.0000 | gnorm=0.2128 | lmax=40.0000 | t_max=1.00 | lr=4.96e-04 | t=26.1s +step= 38300 | total=1.6761 | leaf=1.6761 | ancestor=0.0000 | gnorm=0.1740 | lmax=36.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 38400 | total=1.6755 | leaf=1.6755 | ancestor=0.0000 | gnorm=0.1881 | lmax=40.5000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 38500 | total=1.7137 | leaf=1.7137 | ancestor=0.0000 | gnorm=0.2142 | lmax=37.7500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 38600 | total=1.6847 | leaf=1.6847 | ancestor=0.0000 | gnorm=0.1847 | lmax=38.7500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 38700 | total=1.6893 | leaf=1.6893 | ancestor=0.0000 | gnorm=0.1971 | lmax=37.7500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 38800 | total=1.6530 | leaf=1.6530 | ancestor=0.0000 | gnorm=0.1780 | lmax=39.5000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 38900 | total=1.7298 | leaf=1.7298 | ancestor=0.0000 | gnorm=0.1912 | lmax=42.5000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 39000 | total=1.7468 | leaf=1.7468 | ancestor=0.0000 | gnorm=0.1648 | lmax=39.7500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 39100 | total=1.7208 | leaf=1.7208 | ancestor=0.0000 | gnorm=0.2525 | lmax=36.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 39200 | total=1.7474 | leaf=1.7474 | ancestor=0.0000 | gnorm=0.2414 | lmax=38.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 39300 | total=1.7639 | leaf=1.7639 | ancestor=0.0000 | gnorm=0.1689 | lmax=42.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 39400 | total=1.6942 | leaf=1.6942 | ancestor=0.0000 | gnorm=0.2414 | lmax=40.7500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 39500 | total=1.7872 | leaf=1.7872 | ancestor=0.0000 | gnorm=0.2289 | lmax=35.7500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 39600 | total=1.7451 | leaf=1.7451 | ancestor=0.0000 | gnorm=0.1973 | lmax=38.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 39700 | total=1.7750 | leaf=1.7750 | ancestor=0.0000 | gnorm=0.1532 | lmax=37.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 39800 | total=1.6556 | leaf=1.6556 | ancestor=0.0000 | gnorm=0.1789 | lmax=38.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 39900 | total=1.6962 | leaf=1.6962 | ancestor=0.0000 | gnorm=0.1732 | lmax=37.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 40000 | total=1.8201 | leaf=1.8201 | ancestor=0.0000 | gnorm=0.1831 | lmax=36.5000 | t_max=1.00 | lr=4.96e-04 | t=26.1s + VAL | loss_leaf=1.7232 | loss_ancestor=0.0000 | loss_total=1.7232 + Saved checkpoint: outputs/sad_new/ckpt_40000.pt +step= 40100 | total=1.8197 | leaf=1.8197 | ancestor=0.0000 | gnorm=0.1780 | lmax=40.0000 | t_max=1.00 | lr=4.96e-04 | t=38.1s +step= 40200 | total=1.7053 | leaf=1.7053 | ancestor=0.0000 | gnorm=0.1867 | lmax=38.5000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 40300 | total=1.7544 | leaf=1.7544 | ancestor=0.0000 | gnorm=0.1796 | lmax=40.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 40400 | total=1.6881 | leaf=1.6881 | ancestor=0.0000 | gnorm=0.1791 | lmax=38.7500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 40500 | total=1.7876 | leaf=1.7876 | ancestor=0.0000 | gnorm=0.2061 | lmax=39.5000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 40600 | total=1.5971 | leaf=1.5971 | ancestor=0.0000 | gnorm=0.1769 | lmax=39.5000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 40700 | total=1.7134 | leaf=1.7134 | ancestor=0.0000 | gnorm=0.1545 | lmax=37.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 40800 | total=1.6778 | leaf=1.6778 | ancestor=0.0000 | gnorm=0.1843 | lmax=39.0000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 40900 | total=1.7265 | leaf=1.7265 | ancestor=0.0000 | gnorm=0.1716 | lmax=37.0000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 41000 | total=1.6422 | leaf=1.6422 | ancestor=0.0000 | gnorm=0.1595 | lmax=36.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 41100 | total=1.5616 | leaf=1.5616 | ancestor=0.0000 | gnorm=0.1627 | lmax=39.2500 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 41200 | total=1.6214 | leaf=1.6214 | ancestor=0.0000 | gnorm=0.1820 | lmax=39.0000 | t_max=1.00 | lr=4.96e-04 | t=26.2s +step= 41300 | total=1.7062 | leaf=1.7062 | ancestor=0.0000 | gnorm=0.1716 | lmax=39.5000 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 41400 | total=1.7501 | leaf=1.7501 | ancestor=0.0000 | gnorm=0.1814 | lmax=40.7500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 41500 | total=1.7167 | leaf=1.7167 | ancestor=0.0000 | gnorm=0.1644 | lmax=35.5000 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 41600 | total=1.7399 | leaf=1.7399 | ancestor=0.0000 | gnorm=0.1550 | lmax=38.7500 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 41700 | total=1.6715 | leaf=1.6715 | ancestor=0.0000 | gnorm=0.2560 | lmax=36.5000 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 41800 | total=1.7416 | leaf=1.7416 | ancestor=0.0000 | gnorm=0.1589 | lmax=37.7500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 41900 | total=1.7767 | leaf=1.7767 | ancestor=0.0000 | gnorm=0.1700 | lmax=38.5000 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 42000 | total=1.7081 | leaf=1.7081 | ancestor=0.0000 | gnorm=0.2048 | lmax=39.0000 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 42100 | total=1.6637 | leaf=1.6637 | ancestor=0.0000 | gnorm=0.1764 | lmax=38.0000 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 42200 | total=1.7378 | leaf=1.7378 | ancestor=0.0000 | gnorm=0.1711 | lmax=36.5000 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 42300 | total=1.6586 | leaf=1.6586 | ancestor=0.0000 | gnorm=0.2022 | lmax=38.5000 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 42400 | total=1.7573 | leaf=1.7573 | ancestor=0.0000 | gnorm=0.1555 | lmax=38.2500 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 42500 | total=1.6796 | leaf=1.6796 | ancestor=0.0000 | gnorm=0.2427 | lmax=36.5000 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 42600 | total=1.5876 | leaf=1.5876 | ancestor=0.0000 | gnorm=0.1862 | lmax=37.7500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 42700 | total=1.5698 | leaf=1.5698 | ancestor=0.0000 | gnorm=0.1583 | lmax=37.0000 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 42800 | total=1.7542 | leaf=1.7542 | ancestor=0.0000 | gnorm=0.1548 | lmax=36.2500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 42900 | total=1.7218 | leaf=1.7218 | ancestor=0.0000 | gnorm=0.1686 | lmax=38.7500 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 43000 | total=1.7886 | leaf=1.7886 | ancestor=0.0000 | gnorm=0.1651 | lmax=37.2500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 43100 | total=1.7179 | leaf=1.7179 | ancestor=0.0000 | gnorm=0.1844 | lmax=40.2500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 43200 | total=1.6413 | leaf=1.6413 | ancestor=0.0000 | gnorm=0.1711 | lmax=41.0000 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 43300 | total=1.7320 | leaf=1.7320 | ancestor=0.0000 | gnorm=0.1862 | lmax=36.7500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 43400 | total=1.7178 | leaf=1.7178 | ancestor=0.0000 | gnorm=0.1803 | lmax=37.7500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 43500 | total=1.8413 | leaf=1.8413 | ancestor=0.0000 | gnorm=0.2423 | lmax=37.5000 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 43600 | total=1.6089 | leaf=1.6089 | ancestor=0.0000 | gnorm=0.1578 | lmax=36.2500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 43700 | total=1.6939 | leaf=1.6939 | ancestor=0.0000 | gnorm=0.2600 | lmax=37.7500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 43800 | total=1.7163 | leaf=1.7163 | ancestor=0.0000 | gnorm=0.1816 | lmax=40.7500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 43900 | total=1.6895 | leaf=1.6895 | ancestor=0.0000 | gnorm=0.1849 | lmax=38.5000 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 44000 | total=1.6836 | leaf=1.6836 | ancestor=0.0000 | gnorm=0.2045 | lmax=38.2500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 44100 | total=1.6268 | leaf=1.6268 | ancestor=0.0000 | gnorm=0.2353 | lmax=44.2500 | t_max=1.00 | lr=4.95e-04 | t=26.2s +step= 44200 | total=1.7334 | leaf=1.7334 | ancestor=0.0000 | gnorm=0.1623 | lmax=37.5000 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 44300 | total=1.7515 | leaf=1.7515 | ancestor=0.0000 | gnorm=0.2609 | lmax=38.7500 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 44400 | total=1.6779 | leaf=1.6779 | ancestor=0.0000 | gnorm=0.1648 | lmax=40.0000 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 44500 | total=1.7260 | leaf=1.7260 | ancestor=0.0000 | gnorm=0.1593 | lmax=37.7500 | t_max=1.00 | lr=4.95e-04 | t=26.1s +step= 44600 | total=1.6586 | leaf=1.6586 | ancestor=0.0000 | gnorm=0.1706 | lmax=36.7500 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 44700 | total=1.6627 | leaf=1.6627 | ancestor=0.0000 | gnorm=0.1796 | lmax=40.2500 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 44800 | total=1.6636 | leaf=1.6636 | ancestor=0.0000 | gnorm=0.1785 | lmax=35.5000 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 44900 | total=1.6229 | leaf=1.6229 | ancestor=0.0000 | gnorm=0.1754 | lmax=39.5000 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 45000 | total=1.6695 | leaf=1.6695 | ancestor=0.0000 | gnorm=0.1714 | lmax=40.7500 | t_max=1.00 | lr=4.94e-04 | t=26.1s + VAL | loss_leaf=1.7126 | loss_ancestor=0.0000 | loss_total=1.7126 +step= 45100 | total=1.7008 | leaf=1.7008 | ancestor=0.0000 | gnorm=0.1778 | lmax=38.5000 | t_max=1.00 | lr=4.94e-04 | t=31.2s +step= 45200 | total=1.6868 | leaf=1.6868 | ancestor=0.0000 | gnorm=0.1571 | lmax=37.7500 | t_max=1.00 | lr=4.94e-04 | t=26.2s +step= 45300 | total=1.7646 | leaf=1.7646 | ancestor=0.0000 | gnorm=0.1753 | lmax=40.5000 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 45400 | total=1.6757 | leaf=1.6757 | ancestor=0.0000 | gnorm=0.2019 | lmax=41.2500 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 45500 | total=1.5566 | leaf=1.5566 | ancestor=0.0000 | gnorm=0.1872 | lmax=39.2500 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 45600 | total=1.7950 | leaf=1.7950 | ancestor=0.0000 | gnorm=0.1998 | lmax=39.0000 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 45700 | total=1.6767 | leaf=1.6767 | ancestor=0.0000 | gnorm=0.1783 | lmax=39.5000 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 45800 | total=1.7726 | leaf=1.7726 | ancestor=0.0000 | gnorm=0.1789 | lmax=38.2500 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 45900 | total=1.7512 | leaf=1.7512 | ancestor=0.0000 | gnorm=0.1566 | lmax=36.0000 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 46000 | total=1.7529 | leaf=1.7529 | ancestor=0.0000 | gnorm=0.1892 | lmax=38.0000 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 46100 | total=1.6526 | leaf=1.6526 | ancestor=0.0000 | gnorm=0.1956 | lmax=40.2500 | t_max=1.00 | lr=4.94e-04 | t=26.2s +step= 46200 | total=1.6149 | leaf=1.6149 | ancestor=0.0000 | gnorm=0.2213 | lmax=37.2500 | t_max=1.00 | lr=4.94e-04 | t=26.2s +step= 46300 | total=1.6113 | leaf=1.6113 | ancestor=0.0000 | gnorm=0.1772 | lmax=38.7500 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 46400 | total=1.6888 | leaf=1.6888 | ancestor=0.0000 | gnorm=0.1737 | lmax=36.0000 | t_max=1.00 | lr=4.94e-04 | t=26.4s +step= 46500 | total=1.6673 | leaf=1.6673 | ancestor=0.0000 | gnorm=0.1981 | lmax=39.7500 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 46600 | total=1.6431 | leaf=1.6431 | ancestor=0.0000 | gnorm=0.1660 | lmax=41.0000 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 46700 | total=1.7074 | leaf=1.7074 | ancestor=0.0000 | gnorm=0.1693 | lmax=36.5000 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 46800 | total=1.7477 | leaf=1.7477 | ancestor=0.0000 | gnorm=0.1689 | lmax=37.2500 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 46900 | total=1.6934 | leaf=1.6934 | ancestor=0.0000 | gnorm=0.1569 | lmax=39.5000 | t_max=1.00 | lr=4.94e-04 | t=26.2s +step= 47000 | total=1.7569 | leaf=1.7569 | ancestor=0.0000 | gnorm=0.1695 | lmax=40.2500 | t_max=1.00 | lr=4.94e-04 | t=26.2s +step= 47100 | total=1.7493 | leaf=1.7493 | ancestor=0.0000 | gnorm=0.1711 | lmax=40.7500 | t_max=1.00 | lr=4.94e-04 | t=26.2s +step= 47200 | total=1.6486 | leaf=1.6486 | ancestor=0.0000 | gnorm=0.1750 | lmax=37.0000 | t_max=1.00 | lr=4.94e-04 | t=26.2s +step= 47300 | total=1.6157 | leaf=1.6157 | ancestor=0.0000 | gnorm=0.1592 | lmax=38.7500 | t_max=1.00 | lr=4.94e-04 | t=26.2s +step= 47400 | total=1.7232 | leaf=1.7232 | ancestor=0.0000 | gnorm=0.2226 | lmax=37.7500 | t_max=1.00 | lr=4.94e-04 | t=26.1s +step= 47500 | total=1.8508 | leaf=1.8508 | ancestor=0.0000 | gnorm=0.1761 | lmax=38.7500 | t_max=1.00 | lr=4.94e-04 | t=26.2s +step= 47600 | total=1.5824 | leaf=1.5824 | ancestor=0.0000 | gnorm=0.1849 | lmax=38.7500 | t_max=1.00 | lr=4.93e-04 | t=26.2s +step= 47700 | total=1.7056 | leaf=1.7056 | ancestor=0.0000 | gnorm=0.1614 | lmax=37.7500 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 47800 | total=1.6499 | leaf=1.6499 | ancestor=0.0000 | gnorm=0.1582 | lmax=38.7500 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 47900 | total=1.6021 | leaf=1.6021 | ancestor=0.0000 | gnorm=0.1773 | lmax=42.7500 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 48000 | total=1.6172 | leaf=1.6172 | ancestor=0.0000 | gnorm=0.1458 | lmax=36.0000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 48100 | total=1.6926 | leaf=1.6926 | ancestor=0.0000 | gnorm=0.1713 | lmax=36.7500 | t_max=1.00 | lr=4.93e-04 | t=26.2s +step= 48200 | total=1.7454 | leaf=1.7454 | ancestor=0.0000 | gnorm=0.1541 | lmax=37.5000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 48300 | total=1.6425 | leaf=1.6425 | ancestor=0.0000 | gnorm=0.2894 | lmax=36.7500 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 48400 | total=1.6988 | leaf=1.6988 | ancestor=0.0000 | gnorm=0.2456 | lmax=37.0000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 48500 | total=1.7229 | leaf=1.7229 | ancestor=0.0000 | gnorm=0.1710 | lmax=39.0000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 48600 | total=1.7436 | leaf=1.7436 | ancestor=0.0000 | gnorm=0.2594 | lmax=37.0000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 48700 | total=1.7561 | leaf=1.7561 | ancestor=0.0000 | gnorm=0.1611 | lmax=36.5000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 48800 | total=1.7092 | leaf=1.7092 | ancestor=0.0000 | gnorm=0.1497 | lmax=37.5000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 48900 | total=1.6579 | leaf=1.6579 | ancestor=0.0000 | gnorm=0.1739 | lmax=38.2500 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 49000 | total=1.6924 | leaf=1.6924 | ancestor=0.0000 | gnorm=0.1849 | lmax=37.0000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 49100 | total=1.6577 | leaf=1.6577 | ancestor=0.0000 | gnorm=0.2132 | lmax=38.0000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 49200 | total=1.6210 | leaf=1.6210 | ancestor=0.0000 | gnorm=0.2012 | lmax=38.7500 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 49300 | total=1.6050 | leaf=1.6050 | ancestor=0.0000 | gnorm=0.1563 | lmax=36.0000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 49400 | total=1.6630 | leaf=1.6630 | ancestor=0.0000 | gnorm=0.1816 | lmax=40.5000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 49500 | total=1.7380 | leaf=1.7380 | ancestor=0.0000 | gnorm=0.1623 | lmax=38.2500 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 49600 | total=1.6941 | leaf=1.6941 | ancestor=0.0000 | gnorm=0.1799 | lmax=40.5000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 49700 | total=1.6625 | leaf=1.6625 | ancestor=0.0000 | gnorm=0.2052 | lmax=35.2500 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 49800 | total=1.6724 | leaf=1.6724 | ancestor=0.0000 | gnorm=0.1815 | lmax=37.2500 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 49900 | total=1.5857 | leaf=1.5857 | ancestor=0.0000 | gnorm=0.1672 | lmax=40.0000 | t_max=1.00 | lr=4.93e-04 | t=26.1s +step= 50000 | total=1.6101 | leaf=1.6101 | ancestor=0.0000 | gnorm=0.1656 | lmax=41.2500 | t_max=1.00 | lr=4.93e-04 | t=26.2s + VAL | loss_leaf=1.6870 | loss_ancestor=0.0000 | loss_total=1.6870 + Saved checkpoint: outputs/sad_new/ckpt_50000.pt +step= 50100 | total=1.7615 | leaf=1.7615 | ancestor=0.0000 | gnorm=0.2081 | lmax=40.2500 | t_max=1.00 | lr=4.93e-04 | t=38.9s +step= 50200 | total=1.6123 | leaf=1.6123 | ancestor=0.0000 | gnorm=0.1532 | lmax=39.5000 | t_max=1.00 | lr=4.93e-04 | t=26.2s +step= 50300 | total=1.7854 | leaf=1.7854 | ancestor=0.0000 | gnorm=0.2113 | lmax=36.5000 | t_max=1.00 | lr=4.93e-04 | t=26.2s +step= 50400 | total=1.7337 | leaf=1.7337 | ancestor=0.0000 | gnorm=0.1792 | lmax=37.2500 | t_max=1.00 | lr=4.92e-04 | t=26.2s +step= 50500 | total=1.5832 | leaf=1.5832 | ancestor=0.0000 | gnorm=0.1464 | lmax=38.5000 | t_max=1.00 | lr=4.92e-04 | t=26.2s +step= 50600 | total=1.6150 | leaf=1.6150 | ancestor=0.0000 | gnorm=0.1574 | lmax=38.0000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 50700 | total=1.8029 | leaf=1.8029 | ancestor=0.0000 | gnorm=0.1958 | lmax=38.7500 | t_max=1.00 | lr=4.92e-04 | t=26.2s +step= 50800 | total=1.6303 | leaf=1.6303 | ancestor=0.0000 | gnorm=0.1825 | lmax=38.5000 | t_max=1.00 | lr=4.92e-04 | t=26.2s +step= 50900 | total=1.6599 | leaf=1.6599 | ancestor=0.0000 | gnorm=0.1756 | lmax=40.2500 | t_max=1.00 | lr=4.92e-04 | t=26.2s +step= 51000 | total=1.6518 | leaf=1.6518 | ancestor=0.0000 | gnorm=0.1639 | lmax=37.0000 | t_max=1.00 | lr=4.92e-04 | t=26.2s +step= 51100 | total=1.6403 | leaf=1.6403 | ancestor=0.0000 | gnorm=0.1697 | lmax=37.0000 | t_max=1.00 | lr=4.92e-04 | t=26.2s +step= 51200 | total=1.8300 | leaf=1.8300 | ancestor=0.0000 | gnorm=0.1679 | lmax=39.0000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 51300 | total=1.6544 | leaf=1.6544 | ancestor=0.0000 | gnorm=0.1775 | lmax=38.7500 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 51400 | total=1.5740 | leaf=1.5740 | ancestor=0.0000 | gnorm=0.1470 | lmax=36.5000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 51500 | total=1.6012 | leaf=1.6012 | ancestor=0.0000 | gnorm=0.2721 | lmax=36.5000 | t_max=1.00 | lr=4.92e-04 | t=26.2s +step= 51600 | total=1.6443 | leaf=1.6443 | ancestor=0.0000 | gnorm=0.1707 | lmax=39.7500 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 51700 | total=1.7088 | leaf=1.7088 | ancestor=0.0000 | gnorm=0.1669 | lmax=42.0000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 51800 | total=1.6947 | leaf=1.6947 | ancestor=0.0000 | gnorm=0.1878 | lmax=36.7500 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 51900 | total=1.8080 | leaf=1.8080 | ancestor=0.0000 | gnorm=0.1620 | lmax=38.5000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 52000 | total=1.6947 | leaf=1.6947 | ancestor=0.0000 | gnorm=0.1477 | lmax=37.0000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 52100 | total=1.7799 | leaf=1.7799 | ancestor=0.0000 | gnorm=0.1782 | lmax=36.0000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 52200 | total=1.6058 | leaf=1.6058 | ancestor=0.0000 | gnorm=0.1730 | lmax=38.7500 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 52300 | total=1.7197 | leaf=1.7197 | ancestor=0.0000 | gnorm=0.2105 | lmax=38.0000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 52400 | total=1.7777 | leaf=1.7777 | ancestor=0.0000 | gnorm=0.1893 | lmax=38.2500 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 52500 | total=1.6944 | leaf=1.6944 | ancestor=0.0000 | gnorm=0.1548 | lmax=36.2500 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 52600 | total=1.7151 | leaf=1.7151 | ancestor=0.0000 | gnorm=0.1919 | lmax=40.0000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 52700 | total=1.5900 | leaf=1.5900 | ancestor=0.0000 | gnorm=0.1867 | lmax=41.0000 | t_max=1.00 | lr=4.92e-04 | t=26.2s +step= 52800 | total=1.6021 | leaf=1.6021 | ancestor=0.0000 | gnorm=0.1642 | lmax=37.5000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 52900 | total=1.6792 | leaf=1.6792 | ancestor=0.0000 | gnorm=0.2197 | lmax=37.2500 | t_max=1.00 | lr=4.92e-04 | t=26.2s +step= 53000 | total=1.7078 | leaf=1.7078 | ancestor=0.0000 | gnorm=0.1794 | lmax=38.0000 | t_max=1.00 | lr=4.92e-04 | t=26.1s +step= 53100 | total=1.6633 | leaf=1.6633 | ancestor=0.0000 | gnorm=0.1772 | lmax=39.7500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 53200 | total=1.5300 | leaf=1.5300 | ancestor=0.0000 | gnorm=0.1687 | lmax=41.7500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 53300 | total=1.6783 | leaf=1.6783 | ancestor=0.0000 | gnorm=0.1471 | lmax=37.2500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 53400 | total=1.6300 | leaf=1.6300 | ancestor=0.0000 | gnorm=0.1951 | lmax=37.2500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 53500 | total=1.6359 | leaf=1.6359 | ancestor=0.0000 | gnorm=0.2152 | lmax=38.2500 | t_max=1.00 | lr=4.91e-04 | t=26.2s +step= 53600 | total=1.6442 | leaf=1.6442 | ancestor=0.0000 | gnorm=0.1541 | lmax=37.2500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 53700 | total=1.5285 | leaf=1.5285 | ancestor=0.0000 | gnorm=0.2866 | lmax=38.2500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 53800 | total=1.6845 | leaf=1.6845 | ancestor=0.0000 | gnorm=0.1523 | lmax=36.7500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 53900 | total=1.6812 | leaf=1.6812 | ancestor=0.0000 | gnorm=0.1463 | lmax=39.0000 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 54000 | total=1.7120 | leaf=1.7120 | ancestor=0.0000 | gnorm=0.1756 | lmax=36.7500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 54100 | total=1.5663 | leaf=1.5663 | ancestor=0.0000 | gnorm=0.1753 | lmax=39.5000 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 54200 | total=1.6381 | leaf=1.6381 | ancestor=0.0000 | gnorm=0.1508 | lmax=37.5000 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 54300 | total=1.7197 | leaf=1.7197 | ancestor=0.0000 | gnorm=0.1644 | lmax=39.5000 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 54400 | total=1.6348 | leaf=1.6348 | ancestor=0.0000 | gnorm=0.1530 | lmax=37.2500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 54500 | total=1.7069 | leaf=1.7069 | ancestor=0.0000 | gnorm=0.1650 | lmax=38.5000 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 54600 | total=1.7788 | leaf=1.7788 | ancestor=0.0000 | gnorm=0.1710 | lmax=40.2500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 54700 | total=1.7984 | leaf=1.7984 | ancestor=0.0000 | gnorm=0.1616 | lmax=37.7500 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 54800 | total=1.6185 | leaf=1.6185 | ancestor=0.0000 | gnorm=0.2866 | lmax=40.0000 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 54900 | total=1.6637 | leaf=1.6637 | ancestor=0.0000 | gnorm=0.1774 | lmax=38.0000 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 55000 | total=1.7079 | leaf=1.7079 | ancestor=0.0000 | gnorm=0.1603 | lmax=42.7500 | t_max=1.00 | lr=4.91e-04 | t=26.1s + VAL | loss_leaf=1.6785 | loss_ancestor=0.0000 | loss_total=1.6785 +step= 55100 | total=1.6619 | leaf=1.6619 | ancestor=0.0000 | gnorm=0.1558 | lmax=41.2500 | t_max=1.00 | lr=4.91e-04 | t=31.2s +step= 55200 | total=1.8308 | leaf=1.8308 | ancestor=0.0000 | gnorm=0.2340 | lmax=40.2500 | t_max=1.00 | lr=4.91e-04 | t=26.2s +step= 55300 | total=1.6798 | leaf=1.6798 | ancestor=0.0000 | gnorm=0.1933 | lmax=38.0000 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 55400 | total=1.6102 | leaf=1.6102 | ancestor=0.0000 | gnorm=0.2310 | lmax=39.0000 | t_max=1.00 | lr=4.91e-04 | t=26.1s +step= 55500 | total=1.7242 | leaf=1.7242 | ancestor=0.0000 | gnorm=0.1430 | lmax=39.5000 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 55600 | total=1.7454 | leaf=1.7454 | ancestor=0.0000 | gnorm=0.1777 | lmax=39.2500 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 55700 | total=1.8032 | leaf=1.8032 | ancestor=0.0000 | gnorm=0.1525 | lmax=36.7500 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 55800 | total=1.5911 | leaf=1.5911 | ancestor=0.0000 | gnorm=0.2690 | lmax=38.2500 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 55900 | total=1.7228 | leaf=1.7228 | ancestor=0.0000 | gnorm=0.1672 | lmax=40.0000 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 56000 | total=1.6028 | leaf=1.6028 | ancestor=0.0000 | gnorm=0.1590 | lmax=40.0000 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 56100 | total=1.7568 | leaf=1.7568 | ancestor=0.0000 | gnorm=0.1690 | lmax=35.7500 | t_max=1.00 | lr=4.90e-04 | t=26.5s +step= 56200 | total=1.5914 | leaf=1.5914 | ancestor=0.0000 | gnorm=0.2245 | lmax=38.7500 | t_max=1.00 | lr=4.90e-04 | t=26.2s +step= 56300 | total=1.7443 | leaf=1.7443 | ancestor=0.0000 | gnorm=0.1589 | lmax=37.0000 | t_max=1.00 | lr=4.90e-04 | t=26.2s +step= 56400 | total=1.6555 | leaf=1.6555 | ancestor=0.0000 | gnorm=0.1717 | lmax=38.0000 | t_max=1.00 | lr=4.90e-04 | t=26.2s +step= 56500 | total=1.6765 | leaf=1.6765 | ancestor=0.0000 | gnorm=0.1671 | lmax=36.5000 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 56600 | total=1.6441 | leaf=1.6441 | ancestor=0.0000 | gnorm=0.1829 | lmax=37.5000 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 56700 | total=1.6859 | leaf=1.6859 | ancestor=0.0000 | gnorm=0.1581 | lmax=34.7500 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 56800 | total=1.6332 | leaf=1.6332 | ancestor=0.0000 | gnorm=0.1896 | lmax=35.7500 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 56900 | total=1.6934 | leaf=1.6934 | ancestor=0.0000 | gnorm=0.1526 | lmax=39.2500 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 57000 | total=1.6979 | leaf=1.6979 | ancestor=0.0000 | gnorm=0.1579 | lmax=42.0000 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 57100 | total=1.7588 | leaf=1.7588 | ancestor=0.0000 | gnorm=0.1663 | lmax=36.7500 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 57200 | total=1.6003 | leaf=1.6003 | ancestor=0.0000 | gnorm=0.3176 | lmax=37.7500 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 57300 | total=1.6791 | leaf=1.6791 | ancestor=0.0000 | gnorm=0.1741 | lmax=44.2500 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 57400 | total=1.7635 | leaf=1.7635 | ancestor=0.0000 | gnorm=0.2053 | lmax=36.0000 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 57500 | total=1.7718 | leaf=1.7718 | ancestor=0.0000 | gnorm=0.1441 | lmax=36.7500 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 57600 | total=1.7385 | leaf=1.7385 | ancestor=0.0000 | gnorm=0.1753 | lmax=37.7500 | t_max=1.00 | lr=4.90e-04 | t=26.2s +step= 57700 | total=1.5769 | leaf=1.5769 | ancestor=0.0000 | gnorm=0.1683 | lmax=36.5000 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 57800 | total=1.7423 | leaf=1.7423 | ancestor=0.0000 | gnorm=0.1527 | lmax=38.5000 | t_max=1.00 | lr=4.90e-04 | t=26.1s +step= 57900 | total=1.6940 | leaf=1.6940 | ancestor=0.0000 | gnorm=0.1938 | lmax=36.7500 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 58000 | total=1.6984 | leaf=1.6984 | ancestor=0.0000 | gnorm=0.1761 | lmax=37.0000 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 58100 | total=1.7277 | leaf=1.7277 | ancestor=0.0000 | gnorm=0.2594 | lmax=38.7500 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 58200 | total=1.6365 | leaf=1.6365 | ancestor=0.0000 | gnorm=0.1841 | lmax=40.2500 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 58300 | total=1.7329 | leaf=1.7329 | ancestor=0.0000 | gnorm=0.1936 | lmax=40.5000 | t_max=1.00 | lr=4.89e-04 | t=26.2s +step= 58400 | total=1.5582 | leaf=1.5582 | ancestor=0.0000 | gnorm=0.2472 | lmax=38.7500 | t_max=1.00 | lr=4.89e-04 | t=26.2s +step= 58500 | total=1.8505 | leaf=1.8505 | ancestor=0.0000 | gnorm=0.1790 | lmax=38.5000 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 58600 | total=1.6703 | leaf=1.6703 | ancestor=0.0000 | gnorm=0.1905 | lmax=37.7500 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 58700 | total=1.6955 | leaf=1.6955 | ancestor=0.0000 | gnorm=0.1746 | lmax=41.5000 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 58800 | total=1.7127 | leaf=1.7127 | ancestor=0.0000 | gnorm=0.1627 | lmax=36.2500 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 58900 | total=1.7128 | leaf=1.7128 | ancestor=0.0000 | gnorm=0.1759 | lmax=39.0000 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 59000 | total=1.6610 | leaf=1.6610 | ancestor=0.0000 | gnorm=0.1504 | lmax=37.2500 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 59100 | total=1.8030 | leaf=1.8030 | ancestor=0.0000 | gnorm=0.1695 | lmax=39.0000 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 59200 | total=1.7216 | leaf=1.7216 | ancestor=0.0000 | gnorm=0.1436 | lmax=38.5000 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 59300 | total=1.5331 | leaf=1.5331 | ancestor=0.0000 | gnorm=0.1668 | lmax=41.7500 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 59400 | total=1.7622 | leaf=1.7622 | ancestor=0.0000 | gnorm=0.1556 | lmax=40.5000 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 59500 | total=1.7602 | leaf=1.7602 | ancestor=0.0000 | gnorm=0.1446 | lmax=36.7500 | t_max=1.00 | lr=4.89e-04 | t=26.2s +step= 59600 | total=1.5556 | leaf=1.5556 | ancestor=0.0000 | gnorm=0.1582 | lmax=39.5000 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 59700 | total=1.6762 | leaf=1.6762 | ancestor=0.0000 | gnorm=0.1879 | lmax=39.5000 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 59800 | total=1.8195 | leaf=1.8195 | ancestor=0.0000 | gnorm=0.1727 | lmax=38.7500 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 59900 | total=1.6660 | leaf=1.6660 | ancestor=0.0000 | gnorm=0.1401 | lmax=40.0000 | t_max=1.00 | lr=4.89e-04 | t=26.1s +step= 60000 | total=1.6632 | leaf=1.6632 | ancestor=0.0000 | gnorm=0.1740 | lmax=37.5000 | t_max=1.00 | lr=4.89e-04 | t=26.1s + VAL | loss_leaf=1.6793 | loss_ancestor=0.0000 | loss_total=1.6793 + Saved checkpoint: outputs/sad_new/ckpt_60000.pt +step= 60100 | total=1.6723 | leaf=1.6723 | ancestor=0.0000 | gnorm=0.1542 | lmax=39.7500 | t_max=1.00 | lr=4.88e-04 | t=38.0s +step= 60200 | total=1.8060 | leaf=1.8060 | ancestor=0.0000 | gnorm=0.1606 | lmax=40.7500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 60300 | total=1.6321 | leaf=1.6321 | ancestor=0.0000 | gnorm=0.1341 | lmax=40.5000 | t_max=1.00 | lr=4.88e-04 | t=26.2s +step= 60400 | total=1.5964 | leaf=1.5964 | ancestor=0.0000 | gnorm=0.1368 | lmax=38.7500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 60500 | total=1.7540 | leaf=1.7540 | ancestor=0.0000 | gnorm=0.1378 | lmax=42.2500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 60600 | total=1.5124 | leaf=1.5124 | ancestor=0.0000 | gnorm=0.2001 | lmax=38.7500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 60700 | total=1.6182 | leaf=1.6182 | ancestor=0.0000 | gnorm=0.1604 | lmax=38.5000 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 60800 | total=1.7534 | leaf=1.7534 | ancestor=0.0000 | gnorm=0.1577 | lmax=39.0000 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 60900 | total=1.6956 | leaf=1.6956 | ancestor=0.0000 | gnorm=0.1611 | lmax=37.5000 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 61000 | total=1.6758 | leaf=1.6758 | ancestor=0.0000 | gnorm=0.1675 | lmax=37.0000 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 61100 | total=1.6282 | leaf=1.6282 | ancestor=0.0000 | gnorm=0.1354 | lmax=39.2500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 61200 | total=1.8335 | leaf=1.8335 | ancestor=0.0000 | gnorm=0.1381 | lmax=38.7500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 61300 | total=1.7180 | leaf=1.7180 | ancestor=0.0000 | gnorm=0.1322 | lmax=42.7500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 61400 | total=1.6221 | leaf=1.6221 | ancestor=0.0000 | gnorm=0.1719 | lmax=41.7500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 61500 | total=1.7146 | leaf=1.7146 | ancestor=0.0000 | gnorm=0.1736 | lmax=39.2500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 61600 | total=1.6834 | leaf=1.6834 | ancestor=0.0000 | gnorm=0.1656 | lmax=40.2500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 61700 | total=1.7126 | leaf=1.7126 | ancestor=0.0000 | gnorm=0.1466 | lmax=39.2500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 61800 | total=1.6260 | leaf=1.6260 | ancestor=0.0000 | gnorm=0.1400 | lmax=42.5000 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 61900 | total=1.6190 | leaf=1.6190 | ancestor=0.0000 | gnorm=0.2438 | lmax=43.5000 | t_max=1.00 | lr=4.88e-04 | t=26.4s +step= 62000 | total=1.5852 | leaf=1.5852 | ancestor=0.0000 | gnorm=0.1423 | lmax=39.2500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 62100 | total=1.6755 | leaf=1.6755 | ancestor=0.0000 | gnorm=0.1492 | lmax=39.0000 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 62200 | total=1.7272 | leaf=1.7272 | ancestor=0.0000 | gnorm=0.1427 | lmax=39.2500 | t_max=1.00 | lr=4.88e-04 | t=26.1s +step= 62300 | total=1.5674 | leaf=1.5674 | ancestor=0.0000 | gnorm=0.1726 | lmax=40.2500 | t_max=1.00 | lr=4.87e-04 | t=26.2s +step= 62400 | total=1.7159 | leaf=1.7159 | ancestor=0.0000 | gnorm=0.1453 | lmax=39.7500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 62500 | total=1.4634 | leaf=1.4634 | ancestor=0.0000 | gnorm=0.1730 | lmax=38.7500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 62600 | total=1.7529 | leaf=1.7529 | ancestor=0.0000 | gnorm=0.1630 | lmax=38.0000 | t_max=1.00 | lr=4.87e-04 | t=26.2s +step= 62700 | total=1.6470 | leaf=1.6470 | ancestor=0.0000 | gnorm=0.1468 | lmax=42.2500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 62800 | total=1.6046 | leaf=1.6046 | ancestor=0.0000 | gnorm=0.1530 | lmax=38.7500 | t_max=1.00 | lr=4.87e-04 | t=26.2s +step= 62900 | total=1.6203 | leaf=1.6203 | ancestor=0.0000 | gnorm=0.1501 | lmax=36.2500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 63000 | total=1.6248 | leaf=1.6248 | ancestor=0.0000 | gnorm=0.1437 | lmax=38.7500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 63100 | total=1.6645 | leaf=1.6645 | ancestor=0.0000 | gnorm=0.1542 | lmax=38.2500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 63200 | total=1.6998 | leaf=1.6998 | ancestor=0.0000 | gnorm=0.1527 | lmax=38.7500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 63300 | total=1.7070 | leaf=1.7070 | ancestor=0.0000 | gnorm=0.1392 | lmax=39.5000 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 63400 | total=1.7744 | leaf=1.7744 | ancestor=0.0000 | gnorm=0.1492 | lmax=39.5000 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 63500 | total=1.6195 | leaf=1.6195 | ancestor=0.0000 | gnorm=0.1622 | lmax=40.5000 | t_max=1.00 | lr=4.87e-04 | t=26.2s +step= 63600 | total=1.8112 | leaf=1.8112 | ancestor=0.0000 | gnorm=0.1483 | lmax=39.7500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 63700 | total=1.6899 | leaf=1.6899 | ancestor=0.0000 | gnorm=0.1485 | lmax=41.7500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 63800 | total=1.6721 | leaf=1.6721 | ancestor=0.0000 | gnorm=0.1340 | lmax=38.2500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 63900 | total=1.7591 | leaf=1.7591 | ancestor=0.0000 | gnorm=0.1548 | lmax=40.0000 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 64000 | total=1.7157 | leaf=1.7157 | ancestor=0.0000 | gnorm=0.1794 | lmax=41.0000 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 64100 | total=1.5860 | leaf=1.5860 | ancestor=0.0000 | gnorm=0.1398 | lmax=39.0000 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 64200 | total=1.6957 | leaf=1.6957 | ancestor=0.0000 | gnorm=0.1469 | lmax=36.7500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 64300 | total=1.5917 | leaf=1.5917 | ancestor=0.0000 | gnorm=0.2050 | lmax=42.7500 | t_max=1.00 | lr=4.87e-04 | t=26.1s +step= 64400 | total=1.6137 | leaf=1.6137 | ancestor=0.0000 | gnorm=0.1489 | lmax=37.5000 | t_max=1.00 | lr=4.86e-04 | t=26.1s +step= 64500 | total=1.6481 | leaf=1.6481 | ancestor=0.0000 | gnorm=0.2776 | lmax=40.0000 | t_max=1.00 | lr=4.86e-04 | t=26.2s +step= 64600 | total=1.6691 | leaf=1.6691 | ancestor=0.0000 | gnorm=0.2171 | lmax=39.0000 | t_max=1.00 | lr=4.86e-04 | t=26.1s +step= 64700 | total=1.5812 | leaf=1.5812 | ancestor=0.0000 | gnorm=0.1718 | lmax=38.7500 | t_max=1.00 | lr=4.86e-04 | t=26.1s +step= 64800 | total=1.6547 | leaf=1.6547 | ancestor=0.0000 | gnorm=0.1637 | lmax=37.5000 | t_max=1.00 | lr=4.86e-04 | t=26.1s +step= 64900 | total=1.6069 | leaf=1.6069 | ancestor=0.0000 | gnorm=0.1643 | lmax=38.7500 | t_max=1.00 | lr=4.86e-04 | t=26.1s +step= 65000 | total=1.7287 | leaf=1.7287 | ancestor=0.0000 | gnorm=0.1646 | lmax=39.0000 | t_max=1.00 | lr=4.86e-04 | t=26.1s + VAL | loss_leaf=1.6680 | loss_ancestor=0.0000 | loss_total=1.6680 +step= 65100 | total=1.6220 | leaf=1.6220 | ancestor=0.0000 | gnorm=0.1582 | lmax=38.7500 | t_max=1.00 | lr=4.86e-04 | t=31.2s +step= 65200 | total=1.7782 | leaf=1.7782 | ancestor=0.0000 | gnorm=0.1542 | lmax=39.2500 | t_max=1.00 | lr=4.86e-04 | t=26.2s +step= 65300 | total=1.7468 | leaf=1.7468 | ancestor=0.0000 | gnorm=0.1332 | lmax=39.5000 | t_max=1.00 | lr=4.86e-04 | t=26.2s +step= 65400 | total=1.7126 | leaf=1.7126 | ancestor=0.0000 | gnorm=0.1400 | lmax=39.0000 | t_max=1.00 | lr=4.86e-04 | t=26.2s +step= 65500 | total=1.6545 | leaf=1.6545 | ancestor=0.0000 | gnorm=0.1527 | lmax=38.0000 | t_max=1.00 | lr=4.86e-04 | t=26.2s +step= 65600 | total=1.6145 | leaf=1.6145 | ancestor=0.0000 | gnorm=0.1785 | lmax=41.7500 | t_max=1.00 | lr=4.86e-04 | t=26.2s +step= 65700 | total=1.6550 | leaf=1.6550 | ancestor=0.0000 | gnorm=0.2310 | lmax=41.2500 | t_max=1.00 | lr=4.86e-04 | t=26.1s +step= 65800 | total=1.7701 | leaf=1.7701 | ancestor=0.0000 | gnorm=0.1994 | lmax=38.7500 | t_max=1.00 | lr=4.86e-04 | t=26.1s +step= 65900 | total=1.4706 | leaf=1.4706 | ancestor=0.0000 | gnorm=0.1792 | lmax=40.2500 | t_max=1.00 | lr=4.86e-04 | t=26.2s +step= 66000 | total=1.6087 | leaf=1.6087 | ancestor=0.0000 | gnorm=0.1334 | lmax=38.0000 | t_max=1.00 | lr=4.86e-04 | t=26.2s +step= 66100 | total=1.6606 | leaf=1.6606 | ancestor=0.0000 | gnorm=0.1924 | lmax=39.7500 | t_max=1.00 | lr=4.86e-04 | t=26.2s +step= 66200 | total=1.7836 | leaf=1.7836 | ancestor=0.0000 | gnorm=0.1751 | lmax=40.0000 | t_max=1.00 | lr=4.86e-04 | t=26.2s +step= 66300 | total=1.6547 | leaf=1.6547 | ancestor=0.0000 | gnorm=0.1776 | lmax=36.7500 | t_max=1.00 | lr=4.86e-04 | t=26.1s +step= 66400 | total=1.5542 | leaf=1.5542 | ancestor=0.0000 | gnorm=0.1510 | lmax=42.2500 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 66500 | total=1.6614 | leaf=1.6614 | ancestor=0.0000 | gnorm=0.2672 | lmax=40.0000 | t_max=1.00 | lr=4.85e-04 | t=26.2s +step= 66600 | total=1.7300 | leaf=1.7300 | ancestor=0.0000 | gnorm=0.1353 | lmax=42.5000 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 66700 | total=1.6798 | leaf=1.6798 | ancestor=0.0000 | gnorm=0.1409 | lmax=37.0000 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 66800 | total=1.7545 | leaf=1.7545 | ancestor=0.0000 | gnorm=0.2349 | lmax=37.7500 | t_max=1.00 | lr=4.85e-04 | t=26.2s +step= 66900 | total=1.6020 | leaf=1.6020 | ancestor=0.0000 | gnorm=0.1606 | lmax=40.7500 | t_max=1.00 | lr=4.85e-04 | t=26.2s +step= 67000 | total=1.5752 | leaf=1.5752 | ancestor=0.0000 | gnorm=0.1265 | lmax=38.0000 | t_max=1.00 | lr=4.85e-04 | t=26.2s +step= 67100 | total=1.6919 | leaf=1.6919 | ancestor=0.0000 | gnorm=0.1474 | lmax=40.7500 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 67200 | total=1.6609 | leaf=1.6609 | ancestor=0.0000 | gnorm=0.1564 | lmax=40.7500 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 67300 | total=1.7191 | leaf=1.7191 | ancestor=0.0000 | gnorm=0.1292 | lmax=37.0000 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 67400 | total=1.6296 | leaf=1.6296 | ancestor=0.0000 | gnorm=0.1363 | lmax=37.2500 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 67500 | total=1.6663 | leaf=1.6663 | ancestor=0.0000 | gnorm=0.1925 | lmax=40.5000 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 67600 | total=1.6312 | leaf=1.6312 | ancestor=0.0000 | gnorm=0.1688 | lmax=39.0000 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 67700 | total=1.5310 | leaf=1.5310 | ancestor=0.0000 | gnorm=0.1480 | lmax=39.5000 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 67800 | total=1.5979 | leaf=1.5979 | ancestor=0.0000 | gnorm=0.2909 | lmax=40.0000 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 67900 | total=1.7335 | leaf=1.7335 | ancestor=0.0000 | gnorm=0.1819 | lmax=45.2500 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 68000 | total=1.6580 | leaf=1.6580 | ancestor=0.0000 | gnorm=0.2043 | lmax=40.5000 | t_max=1.00 | lr=4.85e-04 | t=26.2s +step= 68100 | total=1.5852 | leaf=1.5852 | ancestor=0.0000 | gnorm=0.2329 | lmax=37.7500 | t_max=1.00 | lr=4.85e-04 | t=26.2s +step= 68200 | total=1.6440 | leaf=1.6440 | ancestor=0.0000 | gnorm=0.1443 | lmax=36.2500 | t_max=1.00 | lr=4.85e-04 | t=26.1s +step= 68300 | total=1.6640 | leaf=1.6640 | ancestor=0.0000 | gnorm=0.1472 | lmax=39.5000 | t_max=1.00 | lr=4.84e-04 | t=26.2s +step= 68400 | total=1.5650 | leaf=1.5650 | ancestor=0.0000 | gnorm=0.2861 | lmax=38.7500 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 68500 | total=1.7025 | leaf=1.7025 | ancestor=0.0000 | gnorm=0.1667 | lmax=39.2500 | t_max=1.00 | lr=4.84e-04 | t=26.2s +step= 68600 | total=1.6488 | leaf=1.6488 | ancestor=0.0000 | gnorm=0.1620 | lmax=38.0000 | t_max=1.00 | lr=4.84e-04 | t=26.2s +step= 68700 | total=1.6518 | leaf=1.6518 | ancestor=0.0000 | gnorm=0.1700 | lmax=38.2500 | t_max=1.00 | lr=4.84e-04 | t=26.2s +step= 68800 | total=1.6636 | leaf=1.6636 | ancestor=0.0000 | gnorm=0.1531 | lmax=43.2500 | t_max=1.00 | lr=4.84e-04 | t=26.2s +step= 68900 | total=1.6035 | leaf=1.6035 | ancestor=0.0000 | gnorm=0.1380 | lmax=38.5000 | t_max=1.00 | lr=4.84e-04 | t=26.2s +step= 69000 | total=1.6517 | leaf=1.6517 | ancestor=0.0000 | gnorm=0.1769 | lmax=38.7500 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 69100 | total=1.6513 | leaf=1.6513 | ancestor=0.0000 | gnorm=0.1710 | lmax=38.5000 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 69200 | total=1.5826 | leaf=1.5826 | ancestor=0.0000 | gnorm=0.2873 | lmax=39.0000 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 69300 | total=1.8267 | leaf=1.8267 | ancestor=0.0000 | gnorm=0.1631 | lmax=41.0000 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 69400 | total=1.6888 | leaf=1.6888 | ancestor=0.0000 | gnorm=0.1418 | lmax=41.0000 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 69500 | total=1.7233 | leaf=1.7233 | ancestor=0.0000 | gnorm=0.1927 | lmax=41.7500 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 69600 | total=1.7021 | leaf=1.7021 | ancestor=0.0000 | gnorm=0.1368 | lmax=43.5000 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 69700 | total=1.6533 | leaf=1.6533 | ancestor=0.0000 | gnorm=0.1627 | lmax=39.2500 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 69800 | total=1.7049 | leaf=1.7049 | ancestor=0.0000 | gnorm=0.1509 | lmax=39.2500 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 69900 | total=1.6427 | leaf=1.6427 | ancestor=0.0000 | gnorm=0.1529 | lmax=38.5000 | t_max=1.00 | lr=4.84e-04 | t=26.1s +step= 70000 | total=1.6305 | leaf=1.6305 | ancestor=0.0000 | gnorm=0.1350 | lmax=40.5000 | t_max=1.00 | lr=4.84e-04 | t=26.1s + VAL | loss_leaf=1.6583 | loss_ancestor=0.0000 | loss_total=1.6583 + Saved checkpoint: outputs/sad_new/ckpt_70000.pt +step= 70100 | total=1.7869 | leaf=1.7869 | ancestor=0.0000 | gnorm=0.1418 | lmax=43.5000 | t_max=1.00 | lr=4.84e-04 | t=37.8s +step= 70200 | total=1.6273 | leaf=1.6273 | ancestor=0.0000 | gnorm=0.1590 | lmax=41.2500 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 70300 | total=1.5804 | leaf=1.5804 | ancestor=0.0000 | gnorm=0.1981 | lmax=39.2500 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 70400 | total=1.7165 | leaf=1.7165 | ancestor=0.0000 | gnorm=0.1756 | lmax=39.2500 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 70500 | total=1.5658 | leaf=1.5658 | ancestor=0.0000 | gnorm=0.1249 | lmax=39.0000 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 70600 | total=1.5817 | leaf=1.5817 | ancestor=0.0000 | gnorm=0.1499 | lmax=41.2500 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 70700 | total=1.7504 | leaf=1.7504 | ancestor=0.0000 | gnorm=0.1509 | lmax=39.5000 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 70800 | total=1.5756 | leaf=1.5756 | ancestor=0.0000 | gnorm=0.1406 | lmax=38.7500 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 70900 | total=1.6395 | leaf=1.6395 | ancestor=0.0000 | gnorm=0.1600 | lmax=42.5000 | t_max=1.00 | lr=4.83e-04 | t=26.1s +step= 71000 | total=1.6770 | leaf=1.6770 | ancestor=0.0000 | gnorm=0.1252 | lmax=39.2500 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 71100 | total=1.7449 | leaf=1.7449 | ancestor=0.0000 | gnorm=0.1625 | lmax=40.7500 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 71200 | total=1.5528 | leaf=1.5528 | ancestor=0.0000 | gnorm=0.1335 | lmax=39.5000 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 71300 | total=1.6642 | leaf=1.6642 | ancestor=0.0000 | gnorm=0.1778 | lmax=39.5000 | t_max=1.00 | lr=4.83e-04 | t=26.1s +step= 71400 | total=1.5562 | leaf=1.5562 | ancestor=0.0000 | gnorm=0.1447 | lmax=38.0000 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 71500 | total=1.6840 | leaf=1.6840 | ancestor=0.0000 | gnorm=0.1396 | lmax=38.5000 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 71600 | total=1.7028 | leaf=1.7028 | ancestor=0.0000 | gnorm=0.1424 | lmax=39.7500 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 71700 | total=1.6221 | leaf=1.6221 | ancestor=0.0000 | gnorm=0.1274 | lmax=41.0000 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 71800 | total=1.6927 | leaf=1.6927 | ancestor=0.0000 | gnorm=0.1530 | lmax=40.2500 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 71900 | total=1.6082 | leaf=1.6082 | ancestor=0.0000 | gnorm=0.1457 | lmax=40.5000 | t_max=1.00 | lr=4.83e-04 | t=26.2s +step= 72000 | total=1.7147 | leaf=1.7147 | ancestor=0.0000 | gnorm=0.1838 | lmax=36.2500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 72100 | total=1.6840 | leaf=1.6840 | ancestor=0.0000 | gnorm=0.1430 | lmax=38.2500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 72200 | total=1.6762 | leaf=1.6762 | ancestor=0.0000 | gnorm=0.1282 | lmax=40.2500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 72300 | total=1.6529 | leaf=1.6529 | ancestor=0.0000 | gnorm=0.1560 | lmax=41.5000 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 72400 | total=1.6276 | leaf=1.6276 | ancestor=0.0000 | gnorm=0.1420 | lmax=40.2500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 72500 | total=1.6806 | leaf=1.6806 | ancestor=0.0000 | gnorm=0.1871 | lmax=37.5000 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 72600 | total=1.6920 | leaf=1.6920 | ancestor=0.0000 | gnorm=0.1623 | lmax=36.7500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 72700 | total=1.5073 | leaf=1.5073 | ancestor=0.0000 | gnorm=0.2603 | lmax=42.2500 | t_max=1.00 | lr=4.82e-04 | t=26.1s +step= 72800 | total=1.6296 | leaf=1.6296 | ancestor=0.0000 | gnorm=0.1873 | lmax=39.2500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 72900 | total=1.5697 | leaf=1.5697 | ancestor=0.0000 | gnorm=0.1300 | lmax=37.5000 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 73000 | total=1.6629 | leaf=1.6629 | ancestor=0.0000 | gnorm=0.1213 | lmax=39.2500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 73100 | total=1.7359 | leaf=1.7359 | ancestor=0.0000 | gnorm=0.1537 | lmax=38.7500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 73200 | total=1.5756 | leaf=1.5756 | ancestor=0.0000 | gnorm=0.1472 | lmax=37.7500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 73300 | total=1.6875 | leaf=1.6875 | ancestor=0.0000 | gnorm=0.1341 | lmax=43.5000 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 73400 | total=1.6568 | leaf=1.6568 | ancestor=0.0000 | gnorm=0.1742 | lmax=37.0000 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 73500 | total=1.6168 | leaf=1.6168 | ancestor=0.0000 | gnorm=0.2736 | lmax=40.2500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 73600 | total=1.7071 | leaf=1.7071 | ancestor=0.0000 | gnorm=0.2073 | lmax=40.7500 | t_max=1.00 | lr=4.82e-04 | t=26.2s +step= 73700 | total=1.7023 | leaf=1.7023 | ancestor=0.0000 | gnorm=0.1828 | lmax=39.5000 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 73800 | total=1.6463 | leaf=1.6463 | ancestor=0.0000 | gnorm=0.1251 | lmax=40.0000 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 73900 | total=1.5610 | leaf=1.5610 | ancestor=0.0000 | gnorm=0.1344 | lmax=37.5000 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 74000 | total=1.6340 | leaf=1.6340 | ancestor=0.0000 | gnorm=0.1448 | lmax=40.7500 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 74100 | total=1.7241 | leaf=1.7241 | ancestor=0.0000 | gnorm=0.1696 | lmax=38.5000 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 74200 | total=1.7044 | leaf=1.7044 | ancestor=0.0000 | gnorm=0.1357 | lmax=38.5000 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 74300 | total=1.5683 | leaf=1.5683 | ancestor=0.0000 | gnorm=0.1452 | lmax=40.5000 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 74400 | total=1.6903 | leaf=1.6903 | ancestor=0.0000 | gnorm=0.3778 | lmax=41.7500 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 74500 | total=1.6706 | leaf=1.6706 | ancestor=0.0000 | gnorm=0.1378 | lmax=39.7500 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 74600 | total=1.7375 | leaf=1.7375 | ancestor=0.0000 | gnorm=0.1869 | lmax=38.2500 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 74700 | total=1.7424 | leaf=1.7424 | ancestor=0.0000 | gnorm=0.1829 | lmax=38.7500 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 74800 | total=1.6379 | leaf=1.6379 | ancestor=0.0000 | gnorm=0.1680 | lmax=39.0000 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 74900 | total=1.5922 | leaf=1.5922 | ancestor=0.0000 | gnorm=0.1181 | lmax=40.5000 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 75000 | total=1.6399 | leaf=1.6399 | ancestor=0.0000 | gnorm=0.1445 | lmax=40.2500 | t_max=1.00 | lr=4.81e-04 | t=26.2s + VAL | loss_leaf=1.6563 | loss_ancestor=0.0000 | loss_total=1.6563 +step= 75100 | total=1.6801 | leaf=1.6801 | ancestor=0.0000 | gnorm=0.2015 | lmax=42.5000 | t_max=1.00 | lr=4.81e-04 | t=31.2s +step= 75200 | total=1.6209 | leaf=1.6209 | ancestor=0.0000 | gnorm=0.1304 | lmax=38.2500 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 75300 | total=1.6032 | leaf=1.6032 | ancestor=0.0000 | gnorm=0.1364 | lmax=39.7500 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 75400 | total=1.5847 | leaf=1.5847 | ancestor=0.0000 | gnorm=0.1343 | lmax=39.2500 | t_max=1.00 | lr=4.81e-04 | t=26.2s +step= 75500 | total=1.6375 | leaf=1.6375 | ancestor=0.0000 | gnorm=0.1427 | lmax=38.2500 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 75600 | total=1.5505 | leaf=1.5505 | ancestor=0.0000 | gnorm=0.2363 | lmax=43.0000 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 75700 | total=1.6429 | leaf=1.6429 | ancestor=0.0000 | gnorm=0.1445 | lmax=42.2500 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 75800 | total=1.6056 | leaf=1.6056 | ancestor=0.0000 | gnorm=0.1339 | lmax=38.0000 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 75900 | total=1.6303 | leaf=1.6303 | ancestor=0.0000 | gnorm=0.2041 | lmax=38.0000 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 76000 | total=1.7174 | leaf=1.7174 | ancestor=0.0000 | gnorm=0.1223 | lmax=38.2500 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 76100 | total=1.6246 | leaf=1.6246 | ancestor=0.0000 | gnorm=0.1744 | lmax=39.0000 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 76200 | total=1.6995 | leaf=1.6995 | ancestor=0.0000 | gnorm=0.1922 | lmax=40.7500 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 76300 | total=1.5876 | leaf=1.5876 | ancestor=0.0000 | gnorm=0.1294 | lmax=38.5000 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 76400 | total=1.6591 | leaf=1.6591 | ancestor=0.0000 | gnorm=0.2395 | lmax=38.7500 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 76500 | total=1.7099 | leaf=1.7099 | ancestor=0.0000 | gnorm=0.1255 | lmax=42.7500 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 76600 | total=1.5501 | leaf=1.5501 | ancestor=0.0000 | gnorm=0.1559 | lmax=36.2500 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 76700 | total=1.5715 | leaf=1.5715 | ancestor=0.0000 | gnorm=0.1302 | lmax=37.0000 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 76800 | total=1.6041 | leaf=1.6041 | ancestor=0.0000 | gnorm=0.1938 | lmax=39.7500 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 76900 | total=1.5162 | leaf=1.5162 | ancestor=0.0000 | gnorm=0.1665 | lmax=39.0000 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 77000 | total=1.5285 | leaf=1.5285 | ancestor=0.0000 | gnorm=0.1958 | lmax=41.2500 | t_max=1.00 | lr=4.80e-04 | t=26.1s +step= 77100 | total=1.5848 | leaf=1.5848 | ancestor=0.0000 | gnorm=0.1710 | lmax=37.0000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 77200 | total=1.7393 | leaf=1.7393 | ancestor=0.0000 | gnorm=0.1368 | lmax=39.0000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 77300 | total=1.6546 | leaf=1.6546 | ancestor=0.0000 | gnorm=0.2832 | lmax=43.7500 | t_max=1.00 | lr=4.79e-04 | t=26.3s +step= 77400 | total=1.7556 | leaf=1.7556 | ancestor=0.0000 | gnorm=0.1434 | lmax=37.7500 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 77500 | total=1.5672 | leaf=1.5672 | ancestor=0.0000 | gnorm=0.1953 | lmax=36.0000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 77600 | total=1.7723 | leaf=1.7723 | ancestor=0.0000 | gnorm=0.1536 | lmax=41.0000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 77700 | total=1.5233 | leaf=1.5233 | ancestor=0.0000 | gnorm=0.1534 | lmax=37.5000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 77800 | total=1.6866 | leaf=1.6866 | ancestor=0.0000 | gnorm=0.1900 | lmax=37.2500 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 77900 | total=1.6903 | leaf=1.6903 | ancestor=0.0000 | gnorm=0.1690 | lmax=39.5000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 78000 | total=1.6734 | leaf=1.6734 | ancestor=0.0000 | gnorm=0.1211 | lmax=39.5000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 78100 | total=1.6382 | leaf=1.6382 | ancestor=0.0000 | gnorm=0.1612 | lmax=40.7500 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 78200 | total=1.6801 | leaf=1.6801 | ancestor=0.0000 | gnorm=0.1493 | lmax=40.5000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 78300 | total=1.7269 | leaf=1.7269 | ancestor=0.0000 | gnorm=0.1390 | lmax=36.7500 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 78400 | total=1.6544 | leaf=1.6544 | ancestor=0.0000 | gnorm=0.1496 | lmax=41.0000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 78500 | total=1.5952 | leaf=1.5952 | ancestor=0.0000 | gnorm=0.1445 | lmax=39.5000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 78600 | total=1.7144 | leaf=1.7144 | ancestor=0.0000 | gnorm=0.1541 | lmax=37.5000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 78700 | total=1.6381 | leaf=1.6381 | ancestor=0.0000 | gnorm=0.1284 | lmax=39.5000 | t_max=1.00 | lr=4.79e-04 | t=26.1s +step= 78800 | total=1.7407 | leaf=1.7407 | ancestor=0.0000 | gnorm=0.1136 | lmax=36.5000 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 78900 | total=1.6051 | leaf=1.6051 | ancestor=0.0000 | gnorm=0.1326 | lmax=37.5000 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 79000 | total=1.6396 | leaf=1.6396 | ancestor=0.0000 | gnorm=0.1519 | lmax=45.7500 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 79100 | total=1.7304 | leaf=1.7304 | ancestor=0.0000 | gnorm=0.1304 | lmax=38.2500 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 79200 | total=1.6240 | leaf=1.6240 | ancestor=0.0000 | gnorm=0.1339 | lmax=38.5000 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 79300 | total=1.7239 | leaf=1.7239 | ancestor=0.0000 | gnorm=0.2439 | lmax=40.0000 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 79400 | total=1.6297 | leaf=1.6297 | ancestor=0.0000 | gnorm=0.1338 | lmax=38.5000 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 79500 | total=1.6104 | leaf=1.6104 | ancestor=0.0000 | gnorm=0.1618 | lmax=41.2500 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 79600 | total=1.6391 | leaf=1.6391 | ancestor=0.0000 | gnorm=0.1492 | lmax=38.2500 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 79700 | total=1.5577 | leaf=1.5577 | ancestor=0.0000 | gnorm=0.1462 | lmax=38.2500 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 79800 | total=1.6637 | leaf=1.6637 | ancestor=0.0000 | gnorm=0.1423 | lmax=40.7500 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 79900 | total=1.6740 | leaf=1.6740 | ancestor=0.0000 | gnorm=0.1640 | lmax=37.5000 | t_max=1.00 | lr=4.78e-04 | t=26.1s +step= 80000 | total=1.6361 | leaf=1.6361 | ancestor=0.0000 | gnorm=0.1663 | lmax=37.7500 | t_max=1.00 | lr=4.78e-04 | t=26.1s + VAL | loss_leaf=1.6629 | loss_ancestor=0.0000 | loss_total=1.6629 + Saved checkpoint: outputs/sad_new/ckpt_80000.pt +step= 80100 | total=1.6780 | leaf=1.6780 | ancestor=0.0000 | gnorm=0.1300 | lmax=39.2500 | t_max=1.00 | lr=4.78e-04 | t=38.0s +step= 80200 | total=1.6059 | leaf=1.6059 | ancestor=0.0000 | gnorm=0.1839 | lmax=39.2500 | t_max=1.00 | lr=4.78e-04 | t=26.2s +step= 80300 | total=1.6120 | leaf=1.6120 | ancestor=0.0000 | gnorm=0.1692 | lmax=41.2500 | t_max=1.00 | lr=4.78e-04 | t=26.2s +step= 80400 | total=1.6295 | leaf=1.6295 | ancestor=0.0000 | gnorm=0.1349 | lmax=37.2500 | t_max=1.00 | lr=4.77e-04 | t=26.2s +step= 80500 | total=1.7403 | leaf=1.7403 | ancestor=0.0000 | gnorm=0.1203 | lmax=38.7500 | t_max=1.00 | lr=4.77e-04 | t=26.2s +step= 80600 | total=1.6972 | leaf=1.6972 | ancestor=0.0000 | gnorm=0.1901 | lmax=42.2500 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 80700 | total=1.6057 | leaf=1.6057 | ancestor=0.0000 | gnorm=0.1575 | lmax=41.5000 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 80800 | total=1.7398 | leaf=1.7398 | ancestor=0.0000 | gnorm=0.1890 | lmax=38.0000 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 80900 | total=1.7160 | leaf=1.7160 | ancestor=0.0000 | gnorm=0.1293 | lmax=38.2500 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 81000 | total=1.6130 | leaf=1.6130 | ancestor=0.0000 | gnorm=0.1364 | lmax=39.2500 | t_max=1.00 | lr=4.77e-04 | t=26.2s +step= 81100 | total=1.5029 | leaf=1.5029 | ancestor=0.0000 | gnorm=0.1931 | lmax=40.5000 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 81200 | total=1.7218 | leaf=1.7218 | ancestor=0.0000 | gnorm=0.1442 | lmax=40.0000 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 81300 | total=1.7430 | leaf=1.7430 | ancestor=0.0000 | gnorm=0.1431 | lmax=39.5000 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 81400 | total=1.5855 | leaf=1.5855 | ancestor=0.0000 | gnorm=0.1441 | lmax=38.0000 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 81500 | total=1.7556 | leaf=1.7556 | ancestor=0.0000 | gnorm=0.1371 | lmax=38.7500 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 81600 | total=1.6297 | leaf=1.6297 | ancestor=0.0000 | gnorm=0.1220 | lmax=43.5000 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 81700 | total=1.5301 | leaf=1.5301 | ancestor=0.0000 | gnorm=0.1379 | lmax=40.5000 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 81800 | total=1.6990 | leaf=1.6990 | ancestor=0.0000 | gnorm=0.2175 | lmax=39.2500 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 81900 | total=1.6351 | leaf=1.6351 | ancestor=0.0000 | gnorm=0.1237 | lmax=40.7500 | t_max=1.00 | lr=4.77e-04 | t=26.1s +step= 82000 | total=1.6414 | leaf=1.6414 | ancestor=0.0000 | gnorm=0.1838 | lmax=38.0000 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 82100 | total=1.5859 | leaf=1.5859 | ancestor=0.0000 | gnorm=0.1238 | lmax=41.5000 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 82200 | total=1.5958 | leaf=1.5958 | ancestor=0.0000 | gnorm=0.2980 | lmax=39.5000 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 82300 | total=1.5764 | leaf=1.5764 | ancestor=0.0000 | gnorm=0.1551 | lmax=37.2500 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 82400 | total=1.6366 | leaf=1.6366 | ancestor=0.0000 | gnorm=0.1424 | lmax=45.7500 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 82500 | total=1.6702 | leaf=1.6702 | ancestor=0.0000 | gnorm=0.2274 | lmax=38.5000 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 82600 | total=1.5812 | leaf=1.5812 | ancestor=0.0000 | gnorm=0.1566 | lmax=38.5000 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 82700 | total=1.6227 | leaf=1.6227 | ancestor=0.0000 | gnorm=0.1575 | lmax=39.2500 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 82800 | total=1.6247 | leaf=1.6247 | ancestor=0.0000 | gnorm=0.1201 | lmax=38.0000 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 82900 | total=1.6594 | leaf=1.6594 | ancestor=0.0000 | gnorm=0.1663 | lmax=38.2500 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 83000 | total=1.7418 | leaf=1.7418 | ancestor=0.0000 | gnorm=0.2004 | lmax=39.7500 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 83100 | total=1.6357 | leaf=1.6357 | ancestor=0.0000 | gnorm=0.1626 | lmax=39.2500 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 83200 | total=1.5147 | leaf=1.5147 | ancestor=0.0000 | gnorm=0.2112 | lmax=41.0000 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 83300 | total=1.4856 | leaf=1.4856 | ancestor=0.0000 | gnorm=0.1348 | lmax=38.5000 | t_max=1.00 | lr=4.76e-04 | t=26.1s +step= 83400 | total=1.5215 | leaf=1.5215 | ancestor=0.0000 | gnorm=0.1586 | lmax=41.0000 | t_max=1.00 | lr=4.76e-04 | t=26.2s +step= 83500 | total=1.6362 | leaf=1.6362 | ancestor=0.0000 | gnorm=0.1436 | lmax=42.2500 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 83600 | total=1.6489 | leaf=1.6489 | ancestor=0.0000 | gnorm=0.1239 | lmax=38.2500 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 83700 | total=1.6646 | leaf=1.6646 | ancestor=0.0000 | gnorm=0.1851 | lmax=41.7500 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 83800 | total=1.7878 | leaf=1.7878 | ancestor=0.0000 | gnorm=0.2022 | lmax=37.7500 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 83900 | total=1.6773 | leaf=1.6773 | ancestor=0.0000 | gnorm=0.1516 | lmax=40.0000 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 84000 | total=1.6551 | leaf=1.6551 | ancestor=0.0000 | gnorm=0.1775 | lmax=39.5000 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 84100 | total=1.6579 | leaf=1.6579 | ancestor=0.0000 | gnorm=0.1341 | lmax=43.5000 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 84200 | total=1.6478 | leaf=1.6478 | ancestor=0.0000 | gnorm=0.1207 | lmax=38.0000 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 84300 | total=1.5729 | leaf=1.5729 | ancestor=0.0000 | gnorm=0.1893 | lmax=37.5000 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 84400 | total=1.6023 | leaf=1.6023 | ancestor=0.0000 | gnorm=0.1325 | lmax=41.7500 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 84500 | total=1.6552 | leaf=1.6552 | ancestor=0.0000 | gnorm=0.2093 | lmax=39.0000 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 84600 | total=1.6600 | leaf=1.6600 | ancestor=0.0000 | gnorm=0.1263 | lmax=42.0000 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 84700 | total=1.5570 | leaf=1.5570 | ancestor=0.0000 | gnorm=0.1627 | lmax=38.5000 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 84800 | total=1.6502 | leaf=1.6502 | ancestor=0.0000 | gnorm=0.1851 | lmax=38.7500 | t_max=1.00 | lr=4.75e-04 | t=26.1s +step= 84900 | total=1.7087 | leaf=1.7087 | ancestor=0.0000 | gnorm=0.1149 | lmax=38.2500 | t_max=1.00 | lr=4.75e-04 | t=26.2s +step= 85000 | total=1.5418 | leaf=1.5418 | ancestor=0.0000 | gnorm=0.1582 | lmax=40.0000 | t_max=1.00 | lr=4.74e-04 | t=26.2s + VAL | loss_leaf=1.6563 | loss_ancestor=0.0000 | loss_total=1.6563 +step= 85100 | total=1.6499 | leaf=1.6499 | ancestor=0.0000 | gnorm=0.1268 | lmax=38.7500 | t_max=1.00 | lr=4.74e-04 | t=31.2s +step= 85200 | total=1.5494 | leaf=1.5494 | ancestor=0.0000 | gnorm=0.1244 | lmax=40.5000 | t_max=1.00 | lr=4.74e-04 | t=26.2s +step= 85300 | total=1.6700 | leaf=1.6700 | ancestor=0.0000 | gnorm=0.1616 | lmax=37.0000 | t_max=1.00 | lr=4.74e-04 | t=26.2s +step= 85400 | total=1.6433 | leaf=1.6433 | ancestor=0.0000 | gnorm=0.1791 | lmax=38.7500 | t_max=1.00 | lr=4.74e-04 | t=26.2s +step= 85500 | total=1.5405 | leaf=1.5405 | ancestor=0.0000 | gnorm=0.2076 | lmax=44.0000 | t_max=1.00 | lr=4.74e-04 | t=26.2s +step= 85600 | total=1.6672 | leaf=1.6672 | ancestor=0.0000 | gnorm=0.1462 | lmax=40.2500 | t_max=1.00 | lr=4.74e-04 | t=26.2s +step= 85700 | total=1.6224 | leaf=1.6224 | ancestor=0.0000 | gnorm=0.1265 | lmax=39.2500 | t_max=1.00 | lr=4.74e-04 | t=26.2s +step= 85800 | total=1.5664 | leaf=1.5664 | ancestor=0.0000 | gnorm=0.2320 | lmax=38.2500 | t_max=1.00 | lr=4.74e-04 | t=26.2s +step= 85900 | total=1.6797 | leaf=1.6797 | ancestor=0.0000 | gnorm=0.1391 | lmax=38.7500 | t_max=1.00 | lr=4.74e-04 | t=26.1s +step= 86000 | total=1.7017 | leaf=1.7017 | ancestor=0.0000 | gnorm=0.1383 | lmax=36.7500 | t_max=1.00 | lr=4.74e-04 | t=26.1s +step= 86100 | total=1.5947 | leaf=1.5947 | ancestor=0.0000 | gnorm=0.1896 | lmax=37.5000 | t_max=1.00 | lr=4.74e-04 | t=26.1s +step= 86200 | total=1.7312 | leaf=1.7312 | ancestor=0.0000 | gnorm=0.2182 | lmax=41.2500 | t_max=1.00 | lr=4.74e-04 | t=26.1s +step= 86300 | total=1.6382 | leaf=1.6382 | ancestor=0.0000 | gnorm=0.1479 | lmax=38.7500 | t_max=1.00 | lr=4.74e-04 | t=26.1s +step= 86400 | total=1.6459 | leaf=1.6459 | ancestor=0.0000 | gnorm=0.1286 | lmax=40.7500 | t_max=1.00 | lr=4.74e-04 | t=26.1s +step= 86500 | total=1.6451 | leaf=1.6451 | ancestor=0.0000 | gnorm=0.1334 | lmax=39.5000 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 86600 | total=1.5778 | leaf=1.5778 | ancestor=0.0000 | gnorm=0.1707 | lmax=38.0000 | t_max=1.00 | lr=4.73e-04 | t=26.2s +step= 86700 | total=1.5724 | leaf=1.5724 | ancestor=0.0000 | gnorm=0.1515 | lmax=42.7500 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 86800 | total=1.6571 | leaf=1.6571 | ancestor=0.0000 | gnorm=0.1784 | lmax=41.0000 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 86900 | total=1.7062 | leaf=1.7062 | ancestor=0.0000 | gnorm=0.2454 | lmax=38.2500 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 87000 | total=1.5631 | leaf=1.5631 | ancestor=0.0000 | gnorm=0.1397 | lmax=40.0000 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 87100 | total=1.5822 | leaf=1.5822 | ancestor=0.0000 | gnorm=0.1335 | lmax=40.2500 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 87200 | total=1.5989 | leaf=1.5989 | ancestor=0.0000 | gnorm=0.1438 | lmax=37.5000 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 87300 | total=1.8168 | leaf=1.8168 | ancestor=0.0000 | gnorm=0.1406 | lmax=42.7500 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 87400 | total=1.7616 | leaf=1.7616 | ancestor=0.0000 | gnorm=0.1315 | lmax=38.2500 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 87500 | total=1.5603 | leaf=1.5603 | ancestor=0.0000 | gnorm=0.1701 | lmax=44.5000 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 87600 | total=1.5754 | leaf=1.5754 | ancestor=0.0000 | gnorm=0.1317 | lmax=40.5000 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 87700 | total=1.4935 | leaf=1.4935 | ancestor=0.0000 | gnorm=0.1915 | lmax=39.2500 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 87800 | total=1.7719 | leaf=1.7719 | ancestor=0.0000 | gnorm=0.1842 | lmax=40.7500 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 87900 | total=1.5377 | leaf=1.5377 | ancestor=0.0000 | gnorm=0.1425 | lmax=37.7500 | t_max=1.00 | lr=4.73e-04 | t=26.1s +step= 88000 | total=1.5959 | leaf=1.5959 | ancestor=0.0000 | gnorm=0.1468 | lmax=41.7500 | t_max=1.00 | lr=4.72e-04 | t=26.1s +step= 88100 | total=1.7192 | leaf=1.7192 | ancestor=0.0000 | gnorm=0.1308 | lmax=41.0000 | t_max=1.00 | lr=4.72e-04 | t=26.1s +step= 88200 | total=1.7654 | leaf=1.7654 | ancestor=0.0000 | gnorm=0.1340 | lmax=41.2500 | t_max=1.00 | lr=4.72e-04 | t=26.1s +step= 88300 | total=1.6646 | leaf=1.6646 | ancestor=0.0000 | gnorm=0.1985 | lmax=37.0000 | t_max=1.00 | lr=4.72e-04 | t=26.1s +step= 88400 | total=1.5718 | leaf=1.5718 | ancestor=0.0000 | gnorm=0.1630 | lmax=41.2500 | t_max=1.00 | lr=4.72e-04 | t=26.1s +step= 88500 | total=1.6761 | leaf=1.6761 | ancestor=0.0000 | gnorm=0.2040 | lmax=39.7500 | t_max=1.00 | lr=4.72e-04 | t=26.1s +step= 88600 | total=1.3715 | leaf=1.3715 | ancestor=0.0000 | gnorm=0.1798 | lmax=44.5000 | t_max=1.00 | lr=4.72e-04 | t=26.1s +step= 88700 | total=1.5088 | leaf=1.5088 | ancestor=0.0000 | gnorm=0.1304 | lmax=42.7500 | t_max=1.00 | lr=4.72e-04 | t=26.1s +step= 88800 | total=1.6151 | leaf=1.6151 | ancestor=0.0000 | gnorm=0.1413 | lmax=42.7500 | t_max=1.00 | lr=4.72e-04 | t=26.1s +step= 88900 | total=1.6291 | leaf=1.6291 | ancestor=0.0000 | gnorm=0.2309 | lmax=40.7500 | t_max=1.00 | lr=4.72e-04 | t=26.2s +step= 89000 | total=1.6487 | leaf=1.6487 | ancestor=0.0000 | gnorm=0.1138 | lmax=39.2500 | t_max=1.00 | lr=4.72e-04 | t=26.2s +step= 89100 | total=1.5536 | leaf=1.5536 | ancestor=0.0000 | gnorm=0.1360 | lmax=39.7500 | t_max=1.00 | lr=4.72e-04 | t=26.2s +step= 89200 | total=1.6156 | leaf=1.6156 | ancestor=0.0000 | gnorm=0.1902 | lmax=41.5000 | t_max=1.00 | lr=4.72e-04 | t=26.2s +step= 89300 | total=1.6902 | leaf=1.6902 | ancestor=0.0000 | gnorm=0.1550 | lmax=42.5000 | t_max=1.00 | lr=4.72e-04 | t=26.1s +step= 89400 | total=1.6626 | leaf=1.6626 | ancestor=0.0000 | gnorm=0.1891 | lmax=48.2500 | t_max=1.00 | lr=4.71e-04 | t=26.2s +step= 89500 | total=1.5972 | leaf=1.5972 | ancestor=0.0000 | gnorm=0.1304 | lmax=42.5000 | t_max=1.00 | lr=4.71e-04 | t=26.1s +step= 89600 | total=1.6539 | leaf=1.6539 | ancestor=0.0000 | gnorm=0.1418 | lmax=40.5000 | t_max=1.00 | lr=4.71e-04 | t=26.1s +step= 89700 | total=1.7148 | leaf=1.7148 | ancestor=0.0000 | gnorm=0.2829 | lmax=41.7500 | t_max=1.00 | lr=4.71e-04 | t=26.1s +step= 89800 | total=1.6191 | leaf=1.6191 | ancestor=0.0000 | gnorm=0.2206 | lmax=40.2500 | t_max=1.00 | lr=4.71e-04 | t=26.2s +step= 89900 | total=1.6159 | leaf=1.6159 | ancestor=0.0000 | gnorm=0.1427 | lmax=41.0000 | t_max=1.00 | lr=4.71e-04 | t=26.2s +step= 90000 | total=1.7317 | leaf=1.7317 | ancestor=0.0000 | gnorm=0.1410 | lmax=43.2500 | t_max=1.00 | lr=4.71e-04 | t=26.2s + VAL | loss_leaf=1.6336 | loss_ancestor=0.0000 | loss_total=1.6336 + Saved checkpoint: outputs/sad_new/ckpt_90000.pt +step= 90100 | total=1.7204 | leaf=1.7204 | ancestor=0.0000 | gnorm=0.1262 | lmax=42.5000 | t_max=1.00 | lr=4.71e-04 | t=38.0s +step= 90200 | total=1.6612 | leaf=1.6612 | ancestor=0.0000 | gnorm=0.1355 | lmax=42.7500 | t_max=1.00 | lr=4.71e-04 | t=26.2s +step= 90300 | total=1.7253 | leaf=1.7253 | ancestor=0.0000 | gnorm=0.1161 | lmax=38.5000 | t_max=1.00 | lr=4.71e-04 | t=26.2s +step= 90400 | total=1.6524 | leaf=1.6524 | ancestor=0.0000 | gnorm=0.1404 | lmax=39.2500 | t_max=1.00 | lr=4.71e-04 | t=26.2s +step= 90500 | total=1.5401 | leaf=1.5401 | ancestor=0.0000 | gnorm=0.1764 | lmax=37.7500 | t_max=1.00 | lr=4.71e-04 | t=26.2s +step= 90600 | total=1.5922 | leaf=1.5922 | ancestor=0.0000 | gnorm=0.1585 | lmax=40.5000 | t_max=1.00 | lr=4.71e-04 | t=26.2s +step= 90700 | total=1.7239 | leaf=1.7239 | ancestor=0.0000 | gnorm=0.1411 | lmax=38.0000 | t_max=1.00 | lr=4.71e-04 | t=26.2s +step= 90800 | total=1.6263 | leaf=1.6263 | ancestor=0.0000 | gnorm=0.1437 | lmax=41.7500 | t_max=1.00 | lr=4.70e-04 | t=26.2s +step= 90900 | total=1.4613 | leaf=1.4613 | ancestor=0.0000 | gnorm=0.1189 | lmax=40.0000 | t_max=1.00 | lr=4.70e-04 | t=26.2s +step= 91000 | total=1.6110 | leaf=1.6110 | ancestor=0.0000 | gnorm=0.1489 | lmax=39.7500 | t_max=1.00 | lr=4.70e-04 | t=26.2s +step= 91100 | total=1.7353 | leaf=1.7353 | ancestor=0.0000 | gnorm=0.1960 | lmax=37.7500 | t_max=1.00 | lr=4.70e-04 | t=26.2s +step= 91200 | total=1.6625 | leaf=1.6625 | ancestor=0.0000 | gnorm=0.1717 | lmax=40.0000 | t_max=1.00 | lr=4.70e-04 | t=26.2s +step= 91300 | total=1.6556 | leaf=1.6556 | ancestor=0.0000 | gnorm=0.2559 | lmax=42.7500 | t_max=1.00 | lr=4.70e-04 | t=26.2s +step= 91400 | total=1.6017 | leaf=1.6017 | ancestor=0.0000 | gnorm=0.1315 | lmax=37.2500 | t_max=1.00 | lr=4.70e-04 | t=26.1s +step= 91500 | total=1.7312 | leaf=1.7312 | ancestor=0.0000 | gnorm=0.1401 | lmax=48.2500 | t_max=1.00 | lr=4.70e-04 | t=26.2s +step= 91600 | total=1.5867 | leaf=1.5867 | ancestor=0.0000 | gnorm=0.2162 | lmax=39.5000 | t_max=1.00 | lr=4.70e-04 | t=26.1s +step= 91700 | total=1.5932 | leaf=1.5932 | ancestor=0.0000 | gnorm=0.1722 | lmax=39.5000 | t_max=1.00 | lr=4.70e-04 | t=26.1s +step= 91800 | total=1.5734 | leaf=1.5734 | ancestor=0.0000 | gnorm=0.1609 | lmax=39.5000 | t_max=1.00 | lr=4.70e-04 | t=26.1s +step= 91900 | total=1.5806 | leaf=1.5806 | ancestor=0.0000 | gnorm=0.1162 | lmax=40.7500 | t_max=1.00 | lr=4.70e-04 | t=26.1s +step= 92000 | total=1.6260 | leaf=1.6260 | ancestor=0.0000 | gnorm=0.1394 | lmax=37.2500 | t_max=1.00 | lr=4.70e-04 | t=26.1s +step= 92100 | total=1.5888 | leaf=1.5888 | ancestor=0.0000 | gnorm=0.1288 | lmax=42.5000 | t_max=1.00 | lr=4.70e-04 | t=26.1s +step= 92200 | total=1.6019 | leaf=1.6019 | ancestor=0.0000 | gnorm=0.1906 | lmax=39.0000 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 92300 | total=1.4830 | leaf=1.4830 | ancestor=0.0000 | gnorm=0.1869 | lmax=39.5000 | t_max=1.00 | lr=4.69e-04 | t=26.2s +step= 92400 | total=1.5348 | leaf=1.5348 | ancestor=0.0000 | gnorm=0.1473 | lmax=40.5000 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 92500 | total=1.5581 | leaf=1.5581 | ancestor=0.0000 | gnorm=0.1263 | lmax=41.2500 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 92600 | total=1.5775 | leaf=1.5775 | ancestor=0.0000 | gnorm=0.1405 | lmax=38.5000 | t_max=1.00 | lr=4.69e-04 | t=26.2s +step= 92700 | total=1.7075 | leaf=1.7075 | ancestor=0.0000 | gnorm=0.1416 | lmax=40.0000 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 92800 | total=1.6892 | leaf=1.6892 | ancestor=0.0000 | gnorm=0.1380 | lmax=39.2500 | t_max=1.00 | lr=4.69e-04 | t=26.3s +step= 92900 | total=1.6939 | leaf=1.6939 | ancestor=0.0000 | gnorm=0.3365 | lmax=45.2500 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 93000 | total=1.7255 | leaf=1.7255 | ancestor=0.0000 | gnorm=0.2080 | lmax=42.7500 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 93100 | total=1.6486 | leaf=1.6486 | ancestor=0.0000 | gnorm=0.1200 | lmax=39.7500 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 93200 | total=1.6760 | leaf=1.6760 | ancestor=0.0000 | gnorm=0.1284 | lmax=40.5000 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 93300 | total=1.7485 | leaf=1.7485 | ancestor=0.0000 | gnorm=0.1179 | lmax=42.0000 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 93400 | total=1.5721 | leaf=1.5721 | ancestor=0.0000 | gnorm=0.1791 | lmax=42.0000 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 93500 | total=1.6174 | leaf=1.6174 | ancestor=0.0000 | gnorm=0.1645 | lmax=39.5000 | t_max=1.00 | lr=4.69e-04 | t=26.1s +step= 93600 | total=1.4298 | leaf=1.4298 | ancestor=0.0000 | gnorm=0.1259 | lmax=41.5000 | t_max=1.00 | lr=4.68e-04 | t=26.1s +step= 93700 | total=1.6562 | leaf=1.6562 | ancestor=0.0000 | gnorm=0.1164 | lmax=42.7500 | t_max=1.00 | lr=4.68e-04 | t=26.1s +step= 93800 | total=1.6067 | leaf=1.6067 | ancestor=0.0000 | gnorm=0.1426 | lmax=37.5000 | t_max=1.00 | lr=4.68e-04 | t=26.1s +step= 93900 | total=1.4657 | leaf=1.4657 | ancestor=0.0000 | gnorm=0.1555 | lmax=38.7500 | t_max=1.00 | lr=4.68e-04 | t=26.2s +step= 94000 | total=1.7174 | leaf=1.7174 | ancestor=0.0000 | gnorm=0.2070 | lmax=44.5000 | t_max=1.00 | lr=4.68e-04 | t=26.1s +step= 94100 | total=1.6561 | leaf=1.6561 | ancestor=0.0000 | gnorm=0.1583 | lmax=41.2500 | t_max=1.00 | lr=4.68e-04 | t=26.2s +step= 94200 | total=1.6131 | leaf=1.6131 | ancestor=0.0000 | gnorm=0.1346 | lmax=42.2500 | t_max=1.00 | lr=4.68e-04 | t=26.2s +step= 94300 | total=1.5574 | leaf=1.5574 | ancestor=0.0000 | gnorm=0.1356 | lmax=39.0000 | t_max=1.00 | lr=4.68e-04 | t=26.1s +step= 94400 | total=1.7466 | leaf=1.7466 | ancestor=0.0000 | gnorm=0.1248 | lmax=38.7500 | t_max=1.00 | lr=4.68e-04 | t=26.2s +step= 94500 | total=1.5990 | leaf=1.5990 | ancestor=0.0000 | gnorm=0.2548 | lmax=38.2500 | t_max=1.00 | lr=4.68e-04 | t=26.1s +step= 94600 | total=1.5354 | leaf=1.5354 | ancestor=0.0000 | gnorm=0.1932 | lmax=39.0000 | t_max=1.00 | lr=4.68e-04 | t=26.1s +step= 94700 | total=1.6668 | leaf=1.6668 | ancestor=0.0000 | gnorm=0.1269 | lmax=41.2500 | t_max=1.00 | lr=4.68e-04 | t=26.1s +step= 94800 | total=1.6881 | leaf=1.6881 | ancestor=0.0000 | gnorm=0.1281 | lmax=38.7500 | t_max=1.00 | lr=4.68e-04 | t=26.1s +step= 94900 | total=1.5752 | leaf=1.5752 | ancestor=0.0000 | gnorm=0.1176 | lmax=36.5000 | t_max=1.00 | lr=4.67e-04 | t=26.1s +step= 95000 | total=1.5812 | leaf=1.5812 | ancestor=0.0000 | gnorm=0.1472 | lmax=39.2500 | t_max=1.00 | lr=4.67e-04 | t=26.1s + VAL | loss_leaf=1.6388 | loss_ancestor=0.0000 | loss_total=1.6388 +step= 95100 | total=1.7178 | leaf=1.7178 | ancestor=0.0000 | gnorm=0.1187 | lmax=39.0000 | t_max=1.00 | lr=4.67e-04 | t=31.2s +step= 95200 | total=1.6234 | leaf=1.6234 | ancestor=0.0000 | gnorm=0.1789 | lmax=41.5000 | t_max=1.00 | lr=4.67e-04 | t=26.2s +step= 95300 | total=1.6246 | leaf=1.6246 | ancestor=0.0000 | gnorm=0.1395 | lmax=39.7500 | t_max=1.00 | lr=4.67e-04 | t=26.2s +step= 95400 | total=1.6328 | leaf=1.6328 | ancestor=0.0000 | gnorm=0.1546 | lmax=38.0000 | t_max=1.00 | lr=4.67e-04 | t=26.2s +step= 95500 | total=1.7240 | leaf=1.7240 | ancestor=0.0000 | gnorm=0.1414 | lmax=47.5000 | t_max=1.00 | lr=4.67e-04 | t=26.2s +step= 95600 | total=1.6973 | leaf=1.6973 | ancestor=0.0000 | gnorm=0.1271 | lmax=44.0000 | t_max=1.00 | lr=4.67e-04 | t=26.2s +step= 95700 | total=1.6000 | leaf=1.6000 | ancestor=0.0000 | gnorm=0.3537 | lmax=41.5000 | t_max=1.00 | lr=4.67e-04 | t=26.2s +step= 95800 | total=1.6927 | leaf=1.6927 | ancestor=0.0000 | gnorm=0.1416 | lmax=38.5000 | t_max=1.00 | lr=4.67e-04 | t=26.2s +step= 95900 | total=1.5937 | leaf=1.5937 | ancestor=0.0000 | gnorm=0.2535 | lmax=37.7500 | t_max=1.00 | lr=4.67e-04 | t=26.1s +step= 96000 | total=1.5652 | leaf=1.5652 | ancestor=0.0000 | gnorm=0.1334 | lmax=38.5000 | t_max=1.00 | lr=4.67e-04 | t=26.1s +step= 96100 | total=1.6308 | leaf=1.6308 | ancestor=0.0000 | gnorm=0.1505 | lmax=40.2500 | t_max=1.00 | lr=4.67e-04 | t=26.1s +step= 96200 | total=1.7075 | leaf=1.7075 | ancestor=0.0000 | gnorm=0.1385 | lmax=40.0000 | t_max=1.00 | lr=4.67e-04 | t=26.1s +step= 96300 | total=1.6904 | leaf=1.6904 | ancestor=0.0000 | gnorm=0.1743 | lmax=37.7500 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 96400 | total=1.7136 | leaf=1.7136 | ancestor=0.0000 | gnorm=0.2382 | lmax=39.2500 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 96500 | total=1.6031 | leaf=1.6031 | ancestor=0.0000 | gnorm=0.1370 | lmax=41.2500 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 96600 | total=1.5579 | leaf=1.5579 | ancestor=0.0000 | gnorm=0.1457 | lmax=38.7500 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 96700 | total=1.7257 | leaf=1.7257 | ancestor=0.0000 | gnorm=0.1815 | lmax=41.0000 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 96800 | total=1.5697 | leaf=1.5697 | ancestor=0.0000 | gnorm=0.1246 | lmax=37.0000 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 96900 | total=1.6791 | leaf=1.6791 | ancestor=0.0000 | gnorm=0.1775 | lmax=41.7500 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 97000 | total=1.6488 | leaf=1.6488 | ancestor=0.0000 | gnorm=0.1444 | lmax=39.0000 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 97100 | total=1.6462 | leaf=1.6462 | ancestor=0.0000 | gnorm=0.1603 | lmax=38.2500 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 97200 | total=1.5547 | leaf=1.5547 | ancestor=0.0000 | gnorm=0.1734 | lmax=39.7500 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 97300 | total=1.6795 | leaf=1.6795 | ancestor=0.0000 | gnorm=0.1449 | lmax=40.0000 | t_max=1.00 | lr=4.66e-04 | t=26.1s +step= 97400 | total=1.5995 | leaf=1.5995 | ancestor=0.0000 | gnorm=0.1317 | lmax=37.5000 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 97500 | total=1.6036 | leaf=1.6036 | ancestor=0.0000 | gnorm=0.2611 | lmax=39.2500 | t_max=1.00 | lr=4.66e-04 | t=26.2s +step= 97600 | total=1.7427 | leaf=1.7427 | ancestor=0.0000 | gnorm=0.1884 | lmax=38.0000 | t_max=1.00 | lr=4.65e-04 | t=26.2s +step= 97700 | total=1.6668 | leaf=1.6668 | ancestor=0.0000 | gnorm=0.1153 | lmax=37.7500 | t_max=1.00 | lr=4.65e-04 | t=26.1s +step= 97800 | total=1.6436 | leaf=1.6436 | ancestor=0.0000 | gnorm=0.4374 | lmax=39.2500 | t_max=1.00 | lr=4.65e-04 | t=26.1s +step= 97900 | total=1.5906 | leaf=1.5906 | ancestor=0.0000 | gnorm=0.2604 | lmax=39.2500 | t_max=1.00 | lr=4.65e-04 | t=26.1s +step= 98000 | total=1.5628 | leaf=1.5628 | ancestor=0.0000 | gnorm=0.1204 | lmax=39.0000 | t_max=1.00 | lr=4.65e-04 | t=26.1s +step= 98100 | total=1.6044 | leaf=1.6044 | ancestor=0.0000 | gnorm=0.1532 | lmax=39.7500 | t_max=1.00 | lr=4.65e-04 | t=26.1s +step= 98200 | total=1.6282 | leaf=1.6282 | ancestor=0.0000 | gnorm=0.1361 | lmax=38.2500 | t_max=1.00 | lr=4.65e-04 | t=26.1s +step= 98300 | total=1.5137 | leaf=1.5137 | ancestor=0.0000 | gnorm=0.1466 | lmax=39.7500 | t_max=1.00 | lr=4.65e-04 | t=26.2s +step= 98400 | total=1.6042 | leaf=1.6042 | ancestor=0.0000 | gnorm=0.1262 | lmax=37.7500 | t_max=1.00 | lr=4.65e-04 | t=26.1s +step= 98500 | total=1.6818 | leaf=1.6818 | ancestor=0.0000 | gnorm=0.1241 | lmax=41.7500 | t_max=1.00 | lr=4.65e-04 | t=26.1s +step= 98600 | total=1.7756 | leaf=1.7756 | ancestor=0.0000 | gnorm=0.2721 | lmax=41.5000 | t_max=1.00 | lr=4.65e-04 | t=26.1s +step= 98700 | total=1.5740 | leaf=1.5740 | ancestor=0.0000 | gnorm=0.1345 | lmax=43.5000 | t_max=1.00 | lr=4.65e-04 | t=26.2s +step= 98800 | total=1.5924 | leaf=1.5924 | ancestor=0.0000 | gnorm=0.1506 | lmax=36.7500 | t_max=1.00 | lr=4.65e-04 | t=26.1s +step= 98900 | total=1.6258 | leaf=1.6258 | ancestor=0.0000 | gnorm=0.1730 | lmax=39.7500 | t_max=1.00 | lr=4.64e-04 | t=26.1s +step= 99000 | total=1.6148 | leaf=1.6148 | ancestor=0.0000 | gnorm=0.1297 | lmax=38.5000 | t_max=1.00 | lr=4.64e-04 | t=26.2s +step= 99100 | total=1.6319 | leaf=1.6319 | ancestor=0.0000 | gnorm=0.1550 | lmax=39.0000 | t_max=1.00 | lr=4.64e-04 | t=26.1s +step= 99200 | total=1.5835 | leaf=1.5835 | ancestor=0.0000 | gnorm=0.1460 | lmax=38.2500 | t_max=1.00 | lr=4.64e-04 | t=26.1s +step= 99300 | total=1.6002 | leaf=1.6002 | ancestor=0.0000 | gnorm=0.1259 | lmax=40.5000 | t_max=1.00 | lr=4.64e-04 | t=26.2s +step= 99400 | total=1.6900 | leaf=1.6900 | ancestor=0.0000 | gnorm=0.1837 | lmax=41.0000 | t_max=1.00 | lr=4.64e-04 | t=26.2s +step= 99500 | total=1.6856 | leaf=1.6856 | ancestor=0.0000 | gnorm=0.1237 | lmax=40.5000 | t_max=1.00 | lr=4.64e-04 | t=26.2s +step= 99600 | total=1.7196 | leaf=1.7196 | ancestor=0.0000 | gnorm=0.1492 | lmax=39.0000 | t_max=1.00 | lr=4.64e-04 | t=26.2s +step= 99700 | total=1.6119 | leaf=1.6119 | ancestor=0.0000 | gnorm=0.1504 | lmax=40.0000 | t_max=1.00 | lr=4.64e-04 | t=26.2s +step= 99800 | total=1.6830 | leaf=1.6830 | ancestor=0.0000 | gnorm=0.1318 | lmax=41.0000 | t_max=1.00 | lr=4.64e-04 | t=26.2s +step= 99900 | total=1.5118 | leaf=1.5118 | ancestor=0.0000 | gnorm=0.1350 | lmax=38.7500 | t_max=1.00 | lr=4.64e-04 | t=26.1s +step=100000 | total=1.5671 | leaf=1.5671 | ancestor=0.0000 | gnorm=0.1715 | lmax=41.0000 | t_max=1.00 | lr=4.64e-04 | t=26.1s + VAL | loss_leaf=1.6422 | loss_ancestor=0.0000 | loss_total=1.6422 + Saved checkpoint: outputs/sad_new/ckpt_100000.pt +step=100100 | total=1.6000 | leaf=1.6000 | ancestor=0.0000 | gnorm=0.2332 | lmax=38.0000 | t_max=1.00 | lr=4.63e-04 | t=38.3s +step=100200 | total=1.4984 | leaf=1.4984 | ancestor=0.0000 | gnorm=0.1290 | lmax=40.7500 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=100300 | total=1.7446 | leaf=1.7446 | ancestor=0.0000 | gnorm=0.1664 | lmax=38.2500 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=100400 | total=1.5861 | leaf=1.5861 | ancestor=0.0000 | gnorm=0.1299 | lmax=37.7500 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=100500 | total=1.6453 | leaf=1.6453 | ancestor=0.0000 | gnorm=0.1247 | lmax=40.7500 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=100600 | total=1.5848 | leaf=1.5848 | ancestor=0.0000 | gnorm=0.1479 | lmax=42.5000 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=100700 | total=1.6280 | leaf=1.6280 | ancestor=0.0000 | gnorm=0.1199 | lmax=37.7500 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=100800 | total=1.5382 | leaf=1.5382 | ancestor=0.0000 | gnorm=0.1216 | lmax=43.0000 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=100900 | total=1.6691 | leaf=1.6691 | ancestor=0.0000 | gnorm=0.1848 | lmax=39.7500 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=101000 | total=1.6434 | leaf=1.6434 | ancestor=0.0000 | gnorm=0.1322 | lmax=43.2500 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=101100 | total=1.6908 | leaf=1.6908 | ancestor=0.0000 | gnorm=0.1487 | lmax=44.0000 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=101200 | total=1.6460 | leaf=1.6460 | ancestor=0.0000 | gnorm=0.1166 | lmax=40.5000 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=101300 | total=1.6483 | leaf=1.6483 | ancestor=0.0000 | gnorm=0.1388 | lmax=42.5000 | t_max=1.00 | lr=4.63e-04 | t=26.2s +step=101400 | total=1.6297 | leaf=1.6297 | ancestor=0.0000 | gnorm=0.2250 | lmax=41.7500 | t_max=1.00 | lr=4.62e-04 | t=26.1s +step=101500 | total=1.5739 | leaf=1.5739 | ancestor=0.0000 | gnorm=0.2331 | lmax=39.2500 | t_max=1.00 | lr=4.62e-04 | t=26.2s +step=101600 | total=1.5708 | leaf=1.5708 | ancestor=0.0000 | gnorm=0.1413 | lmax=40.7500 | t_max=1.00 | lr=4.62e-04 | t=26.2s +step=101700 | total=1.6670 | leaf=1.6670 | ancestor=0.0000 | gnorm=0.1535 | lmax=44.0000 | t_max=1.00 | lr=4.62e-04 | t=26.2s +step=101800 | total=1.7357 | leaf=1.7357 | ancestor=0.0000 | gnorm=0.1436 | lmax=38.5000 | t_max=1.00 | lr=4.62e-04 | t=26.1s +step=101900 | total=1.6276 | leaf=1.6276 | ancestor=0.0000 | gnorm=0.1283 | lmax=42.0000 | t_max=1.00 | lr=4.62e-04 | t=26.2s +step=102000 | total=1.6062 | leaf=1.6062 | ancestor=0.0000 | gnorm=0.1276 | lmax=38.0000 | t_max=1.00 | lr=4.62e-04 | t=26.1s +step=102100 | total=1.6188 | leaf=1.6188 | ancestor=0.0000 | gnorm=0.1563 | lmax=40.5000 | t_max=1.00 | lr=4.62e-04 | t=26.1s +step=102200 | total=1.6501 | leaf=1.6501 | ancestor=0.0000 | gnorm=0.1656 | lmax=39.5000 | t_max=1.00 | lr=4.62e-04 | t=26.1s +step=102300 | total=1.5450 | leaf=1.5450 | ancestor=0.0000 | gnorm=0.2365 | lmax=37.0000 | t_max=1.00 | lr=4.62e-04 | t=26.2s +step=102400 | total=1.6316 | leaf=1.6316 | ancestor=0.0000 | gnorm=0.2780 | lmax=38.7500 | t_max=1.00 | lr=4.62e-04 | t=26.2s +step=102500 | total=1.5862 | leaf=1.5862 | ancestor=0.0000 | gnorm=0.1261 | lmax=46.0000 | t_max=1.00 | lr=4.62e-04 | t=26.2s +step=102600 | total=1.6649 | leaf=1.6649 | ancestor=0.0000 | gnorm=0.1264 | lmax=40.5000 | t_max=1.00 | lr=4.61e-04 | t=26.2s +step=102700 | total=1.6865 | leaf=1.6865 | ancestor=0.0000 | gnorm=0.2048 | lmax=40.5000 | t_max=1.00 | lr=4.61e-04 | t=26.1s +step=102800 | total=1.6773 | leaf=1.6773 | ancestor=0.0000 | gnorm=0.1595 | lmax=42.7500 | t_max=1.00 | lr=4.61e-04 | t=26.1s +step=102900 | total=1.6754 | leaf=1.6754 | ancestor=0.0000 | gnorm=0.3116 | lmax=42.5000 | t_max=1.00 | lr=4.61e-04 | t=26.1s +step=103000 | total=1.4957 | leaf=1.4957 | ancestor=0.0000 | gnorm=0.2396 | lmax=37.2500 | t_max=1.00 | lr=4.61e-04 | t=26.2s +step=103100 | total=1.7931 | leaf=1.7931 | ancestor=0.0000 | gnorm=0.1457 | lmax=37.0000 | t_max=1.00 | lr=4.61e-04 | t=26.2s +step=103200 | total=1.6937 | leaf=1.6937 | ancestor=0.0000 | gnorm=0.1312 | lmax=39.5000 | t_max=1.00 | lr=4.61e-04 | t=26.1s +step=103300 | total=1.6268 | leaf=1.6268 | ancestor=0.0000 | gnorm=0.3418 | lmax=39.5000 | t_max=1.00 | lr=4.61e-04 | t=26.1s +step=103400 | total=1.6062 | leaf=1.6062 | ancestor=0.0000 | gnorm=0.2756 | lmax=42.7500 | t_max=1.00 | lr=4.61e-04 | t=26.1s +step=103500 | total=1.7273 | leaf=1.7273 | ancestor=0.0000 | gnorm=0.1837 | lmax=42.2500 | t_max=1.00 | lr=4.61e-04 | t=26.2s +step=103600 | total=1.5796 | leaf=1.5796 | ancestor=0.0000 | gnorm=0.1808 | lmax=42.5000 | t_max=1.00 | lr=4.61e-04 | t=26.1s +step=103700 | total=1.6217 | leaf=1.6217 | ancestor=0.0000 | gnorm=0.1229 | lmax=42.5000 | t_max=1.00 | lr=4.61e-04 | t=26.1s +step=103800 | total=1.6971 | leaf=1.6971 | ancestor=0.0000 | gnorm=0.1912 | lmax=39.7500 | t_max=1.00 | lr=4.61e-04 | t=26.1s +step=103900 | total=1.6057 | leaf=1.6057 | ancestor=0.0000 | gnorm=0.1653 | lmax=38.7500 | t_max=1.00 | lr=4.60e-04 | t=26.2s +step=104000 | total=1.7241 | leaf=1.7241 | ancestor=0.0000 | gnorm=0.2952 | lmax=39.5000 | t_max=1.00 | lr=4.60e-04 | t=26.1s +step=104100 | total=1.5426 | leaf=1.5426 | ancestor=0.0000 | gnorm=0.2228 | lmax=40.0000 | t_max=1.00 | lr=4.60e-04 | t=26.2s +step=104200 | total=1.5864 | leaf=1.5864 | ancestor=0.0000 | gnorm=0.1390 | lmax=42.2500 | t_max=1.00 | lr=4.60e-04 | t=26.1s +step=104300 | total=1.5848 | leaf=1.5848 | ancestor=0.0000 | gnorm=0.1920 | lmax=40.5000 | t_max=1.00 | lr=4.60e-04 | t=26.1s +step=104400 | total=1.5396 | leaf=1.5396 | ancestor=0.0000 | gnorm=0.1526 | lmax=39.0000 | t_max=1.00 | lr=4.60e-04 | t=26.1s +step=104500 | total=1.6315 | leaf=1.6315 | ancestor=0.0000 | gnorm=0.1768 | lmax=40.5000 | t_max=1.00 | lr=4.60e-04 | t=26.2s +step=104600 | total=1.6748 | leaf=1.6748 | ancestor=0.0000 | gnorm=0.1654 | lmax=38.7500 | t_max=1.00 | lr=4.60e-04 | t=26.2s +step=104700 | total=1.7357 | leaf=1.7357 | ancestor=0.0000 | gnorm=0.1747 | lmax=39.0000 | t_max=1.00 | lr=4.60e-04 | t=26.1s +step=104800 | total=1.7977 | leaf=1.7977 | ancestor=0.0000 | gnorm=0.1954 | lmax=40.5000 | t_max=1.00 | lr=4.60e-04 | t=26.1s +step=104900 | total=3.7584 | leaf=3.7584 | ancestor=0.0000 | gnorm=472.2028 | lmax=13.3125 | t_max=1.00 | lr=4.60e-04 | t=26.1s +step=105000 | total=3.8693 | leaf=3.8693 | ancestor=0.0000 | gnorm=134264.3125 | lmax=17.0000 | t_max=1.00 | lr=4.60e-04 | t=26.1s + VAL | loss_leaf=3.8430 | loss_ancestor=0.0000 | loss_total=3.8430 +step=105100 | total=4.1161 | leaf=4.1161 | ancestor=0.0000 | gnorm=775835264.0000 | lmax=22.7500 | t_max=1.00 | lr=4.59e-04 | t=31.0s +[WARN] step=105130 skipped: non-finite grad (total_norm=inf, total skips=1) +[WARN] step=105132 skipped: non-finite grad (total_norm=inf, total skips=2) +[WARN] step=105135 skipped: non-finite grad (total_norm=nan, total skips=3) +[WARN] step=105137 skipped: non-finite grad (total_norm=inf, total skips=4) +[WARN] step=105138 skipped: non-finite grad (total_norm=inf, total skips=5) +[WARN] step=105141 skipped: non-finite grad (total_norm=inf, total skips=6) +[WARN] step=105143 skipped: non-finite grad (total_norm=inf, total skips=7) +[WARN] step=105146 skipped: non-finite grad (total_norm=inf, total skips=8) +[WARN] step=105148 skipped: non-finite grad (total_norm=inf, total skips=9) +[WARN] step=105150 skipped: non-finite grad (total_norm=inf, total skips=10) +[WARN] step=105152 skipped: non-finite grad (total_norm=inf, total skips=11) +[WARN] step=105154 skipped: 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skips=37) +[WARN] step=105211 skipped: non-finite grad (total_norm=inf, total skips=38) +[WARN] step=105213 skipped: non-finite grad (total_norm=inf, total skips=39) +[WARN] step=105214 skipped: non-finite grad (total_norm=inf, total skips=40) +[WARN] step=105219 skipped: non-finite grad (total_norm=inf, total skips=41) +[WARN] step=105220 skipped: non-finite grad (total_norm=inf, total skips=42) +[WARN] step=105221 skipped: non-finite grad (total_norm=inf, total skips=43) +[WARN] step=105222 skipped: non-finite grad (total_norm=inf, total skips=44) +[WARN] step=105223 skipped: non-finite grad (total_norm=inf, total skips=45) +[WARN] step=105224 skipped: non-finite grad (total_norm=inf, total skips=46) +[WARN] step=105226 skipped: non-finite grad (total_norm=inf, total skips=47) +[WARN] step=105227 skipped: non-finite grad (total_norm=inf, total skips=48) +[WARN] step=105228 skipped: non-finite grad (total_norm=inf, total skips=49) +[WARN] step=105229 skipped: non-finite grad 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grad (total_norm=nan, total skips=2926) +[WARN] step=108171 skipped: non-finite grad (total_norm=nan, total skips=2927) +[WARN] step=108172 skipped: non-finite grad (total_norm=inf, total skips=2928) +[WARN] step=108173 skipped: non-finite grad (total_norm=inf, total skips=2929) +[WARN] step=108174 skipped: non-finite grad (total_norm=nan, total skips=2930) +[WARN] step=108175 skipped: non-finite grad (total_norm=inf, total skips=2931) +[WARN] step=108176 skipped: non-finite grad (total_norm=inf, total skips=2932) +[WARN] step=108177 skipped: non-finite grad (total_norm=inf, total skips=2933) +[WARN] step=108178 skipped: non-finite grad (total_norm=nan, total skips=2934) +[WARN] step=108179 skipped: non-finite grad (total_norm=nan, total skips=2935) +[WARN] step=108180 skipped: non-finite grad (total_norm=inf, total skips=2936) +[WARN] step=108181 skipped: non-finite grad (total_norm=inf, total skips=2937) +[WARN] step=108182 skipped: non-finite grad (total_norm=nan, total skips=2938) 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grad (total_norm=inf, total skips=2976) +[WARN] step=108221 skipped: non-finite grad (total_norm=nan, total skips=2977) +[WARN] step=108222 skipped: non-finite grad (total_norm=nan, total skips=2978) +[WARN] step=108223 skipped: non-finite grad (total_norm=inf, total skips=2979) +[WARN] step=108224 skipped: non-finite grad (total_norm=nan, total skips=2980) +[WARN] step=108225 skipped: non-finite grad (total_norm=inf, total skips=2981) +[WARN] step=108226 skipped: non-finite grad (total_norm=inf, total skips=2982) +[WARN] step=108227 skipped: non-finite grad (total_norm=inf, total skips=2983) +[WARN] step=108228 skipped: non-finite grad (total_norm=inf, total skips=2984) +[WARN] step=108229 skipped: non-finite grad (total_norm=inf, total skips=2985) +[WARN] step=108230 skipped: non-finite grad (total_norm=inf, total skips=2986) +[WARN] step=108231 skipped: non-finite grad (total_norm=inf, total skips=2987) +[WARN] step=108232 skipped: non-finite grad (total_norm=inf, total skips=2988) +[WARN] step=108233 skipped: non-finite grad (total_norm=inf, total skips=2989) +[WARN] step=108234 skipped: non-finite grad (total_norm=inf, total skips=2990) +[WARN] step=108235 skipped: non-finite grad (total_norm=inf, total skips=2991) +[WARN] step=108236 skipped: non-finite grad (total_norm=inf, total skips=2992) +[WARN] step=108237 skipped: non-finite grad (total_norm=inf, total skips=2993) +[WARN] step=108238 skipped: non-finite grad (total_norm=inf, total skips=2994) +[WARN] step=108239 skipped: non-finite grad (total_norm=inf, total skips=2995) +[WARN] step=108240 skipped: non-finite grad (total_norm=inf, total skips=2996) +[WARN] step=108241 skipped: non-finite grad (total_norm=inf, total skips=2997) +[WARN] step=108242 skipped: non-finite grad (total_norm=inf, total skips=2998) +[WARN] step=108243 skipped: non-finite grad (total_norm=inf, total skips=2999) +[WARN] step=108244 skipped: non-finite grad (total_norm=inf, total skips=3000) +[WARN] step=108245 skipped: non-finite grad (total_norm=inf, total skips=3001) +[WARN] step=108246 skipped: non-finite grad (total_norm=inf, total skips=3002) +[WARN] step=108247 skipped: non-finite grad (total_norm=inf, total skips=3003) +[WARN] step=108248 skipped: non-finite grad (total_norm=inf, total skips=3004) +[WARN] step=108249 skipped: non-finite grad (total_norm=nan, total skips=3005) +[WARN] step=108250 skipped: non-finite grad (total_norm=nan, total skips=3006) +[WARN] step=108251 skipped: non-finite grad (total_norm=inf, total skips=3007) +[WARN] step=108252 skipped: non-finite grad (total_norm=inf, total skips=3008) +[WARN] step=108253 skipped: non-finite grad (total_norm=inf, total skips=3009) +[WARN] step=108254 skipped: non-finite grad (total_norm=inf, total skips=3010) +[WARN] step=108255 skipped: non-finite grad (total_norm=inf, total skips=3011) +[WARN] step=108256 skipped: non-finite grad (total_norm=inf, total skips=3012) +[WARN] step=108257 skipped: non-finite grad (total_norm=inf, total skips=3013) +[WARN] step=108258 skipped: non-finite grad (total_norm=inf, total skips=3014) +[WARN] step=108259 skipped: non-finite grad (total_norm=inf, total skips=3015) +[WARN] step=108260 skipped: non-finite grad (total_norm=inf, total skips=3016) +[WARN] step=108261 skipped: non-finite grad (total_norm=inf, total skips=3017) +[WARN] step=108262 skipped: non-finite grad (total_norm=inf, total skips=3018) +[WARN] step=108263 skipped: non-finite grad (total_norm=nan, total skips=3019) +[WARN] step=108264 skipped: non-finite grad (total_norm=nan, total skips=3020) +[WARN] step=108265 skipped: non-finite grad (total_norm=inf, total skips=3021) +[WARN] step=108266 skipped: non-finite grad (total_norm=inf, total skips=3022) +[WARN] step=108267 skipped: non-finite grad (total_norm=inf, total skips=3023) +[WARN] step=108268 skipped: non-finite grad (total_norm=inf, total skips=3024) +[WARN] step=108269 skipped: non-finite grad (total_norm=inf, total skips=3025) +[WARN] step=108270 skipped: non-finite grad (total_norm=inf, total skips=3026) +[WARN] step=108271 skipped: non-finite grad (total_norm=inf, total skips=3027) +[WARN] step=108272 skipped: non-finite grad (total_norm=inf, total skips=3028) +[WARN] step=108273 skipped: non-finite grad (total_norm=inf, total skips=3029) +[WARN] step=108274 skipped: non-finite grad (total_norm=inf, total skips=3030) +[WARN] step=108275 skipped: non-finite grad (total_norm=inf, total skips=3031) +[WARN] step=108276 skipped: non-finite grad (total_norm=inf, total skips=3032) +[WARN] step=108277 skipped: non-finite grad (total_norm=nan, total skips=3033) +[WARN] step=108278 skipped: non-finite grad (total_norm=inf, total skips=3034) +[WARN] step=108279 skipped: non-finite grad (total_norm=inf, total skips=3035) +[WARN] step=108280 skipped: non-finite grad (total_norm=inf, total skips=3036) +[WARN] step=108281 skipped: non-finite grad (total_norm=inf, total skips=3037) +[WARN] step=108282 skipped: non-finite grad (total_norm=inf, total skips=3038) +[WARN] step=108283 skipped: non-finite grad (total_norm=inf, total skips=3039) +[WARN] step=108284 skipped: non-finite grad (total_norm=inf, total skips=3040) +[WARN] step=108285 skipped: non-finite grad (total_norm=inf, total skips=3041) +[WARN] step=108286 skipped: non-finite grad (total_norm=inf, total skips=3042) +[WARN] step=108287 skipped: non-finite grad (total_norm=inf, total skips=3043) +[WARN] step=108288 skipped: non-finite grad (total_norm=nan, total skips=3044) +[WARN] step=108289 skipped: non-finite grad (total_norm=nan, total skips=3045) +[WARN] step=108290 skipped: non-finite grad (total_norm=inf, total skips=3046) +[WARN] step=108291 skipped: non-finite grad (total_norm=inf, total skips=3047) +[WARN] step=108292 skipped: non-finite grad (total_norm=inf, total skips=3048) +[WARN] step=108293 skipped: non-finite grad (total_norm=inf, total skips=3049) +[WARN] step=108294 skipped: non-finite grad (total_norm=inf, total skips=3050) +[WARN] step=108295 skipped: non-finite grad (total_norm=inf, total skips=3051) +[WARN] step=108296 skipped: non-finite grad (total_norm=inf, total skips=3052) +[WARN] step=108297 skipped: non-finite grad (total_norm=nan, total skips=3053) +[WARN] step=108298 skipped: non-finite grad (total_norm=inf, total skips=3054) +[WARN] step=108299 skipped: non-finite grad (total_norm=inf, total skips=3055) +[WARN] step=108300 skipped: non-finite grad (total_norm=inf, total skips=3056) +[WARN] step=108301 skipped: non-finite grad (total_norm=inf, total skips=3057) +[WARN] step=108302 skipped: non-finite grad (total_norm=nan, total skips=3058) +[WARN] step=108303 skipped: non-finite grad (total_norm=inf, total skips=3059) +[WARN] step=108304 skipped: non-finite grad (total_norm=inf, total skips=3060) +[WARN] step=108305 skipped: non-finite grad (total_norm=inf, total skips=3061) +[WARN] step=108306 skipped: non-finite grad (total_norm=inf, total skips=3062) +[WARN] step=108307 skipped: non-finite grad (total_norm=inf, total skips=3063) +[WARN] step=108308 skipped: non-finite grad (total_norm=inf, total skips=3064) +[WARN] step=108309 skipped: non-finite grad (total_norm=inf, total skips=3065) +[WARN] step=108310 skipped: non-finite grad (total_norm=inf, total skips=3066) +[WARN] step=108311 skipped: non-finite grad (total_norm=inf, total skips=3067) +[WARN] step=108312 skipped: non-finite grad (total_norm=nan, total skips=3068) +[WARN] step=108313 skipped: non-finite grad (total_norm=inf, total skips=3069) +[WARN] step=108314 skipped: non-finite grad (total_norm=inf, total skips=3070) +[WARN] step=108315 skipped: non-finite grad (total_norm=nan, total skips=3071) +[WARN] step=108316 skipped: non-finite grad (total_norm=inf, total skips=3072) +[WARN] step=108317 skipped: non-finite grad (total_norm=inf, total skips=3073) +[WARN] step=108318 skipped: non-finite grad (total_norm=inf, total skips=3074) +[WARN] step=108319 skipped: non-finite grad (total_norm=inf, total skips=3075) +[WARN] step=108320 skipped: non-finite 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+[WARN] step=108333 skipped: non-finite grad (total_norm=inf, total skips=3089) +[WARN] step=108334 skipped: non-finite grad (total_norm=inf, total skips=3090) +[WARN] step=108335 skipped: non-finite grad (total_norm=inf, total skips=3091) +[WARN] step=108336 skipped: non-finite grad (total_norm=inf, total skips=3092) +[WARN] step=108337 skipped: non-finite grad (total_norm=nan, total skips=3093) +[WARN] step=108338 skipped: non-finite grad (total_norm=nan, total skips=3094) +[WARN] step=108339 skipped: non-finite grad (total_norm=inf, total skips=3095) +[WARN] step=108340 skipped: non-finite grad (total_norm=inf, total skips=3096) +[WARN] step=108341 skipped: non-finite grad (total_norm=nan, total skips=3097) +[WARN] step=108342 skipped: non-finite grad (total_norm=inf, total skips=3098) +[WARN] step=108343 skipped: non-finite grad (total_norm=inf, total skips=3099) +[WARN] step=108344 skipped: non-finite grad (total_norm=inf, total skips=3100) +[WARN] step=108345 skipped: non-finite 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grad (total_norm=inf, total skips=3951) +[WARN] step=109199 skipped: non-finite grad (total_norm=inf, total skips=3952) +step=109200 | total=5.3488 | leaf=5.3488 | ancestor=0.0000 | gnorm=15653918568460845056.0000 | lmax=34.7500 | t_max=1.00 | lr=4.56e-04 | t=1060.0s +[WARN] step=109201 skipped: non-finite grad (total_norm=nan, total skips=3953) +[WARN] step=109202 skipped: non-finite grad (total_norm=nan, total skips=3954) +[WARN] step=109203 skipped: non-finite grad (total_norm=inf, total skips=3955) +[WARN] step=109204 skipped: non-finite grad (total_norm=inf, total skips=3956) +[WARN] step=109205 skipped: non-finite grad (total_norm=inf, total skips=3957) +[WARN] step=109206 skipped: non-finite grad (total_norm=inf, total skips=3958) +[WARN] step=109207 skipped: non-finite grad (total_norm=inf, total skips=3959) +[WARN] step=109208 skipped: non-finite grad (total_norm=inf, total skips=3960) +[WARN] step=109209 skipped: non-finite grad (total_norm=inf, total skips=3961) +[WARN] 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grad (total_norm=inf, total skips=5299) +[WARN] step=110551 skipped: non-finite grad (total_norm=inf, total skips=5300) +[WARN] step=110552 skipped: non-finite grad (total_norm=inf, total skips=5301) +[WARN] step=110553 skipped: non-finite grad (total_norm=nan, total skips=5302) +[WARN] step=110554 skipped: non-finite grad (total_norm=inf, total skips=5303) +[WARN] step=110555 skipped: non-finite grad (total_norm=inf, total skips=5304) +[WARN] step=110556 skipped: non-finite grad (total_norm=inf, total skips=5305) +[WARN] step=110557 skipped: non-finite grad (total_norm=inf, total skips=5306) +[WARN] step=110558 skipped: non-finite grad (total_norm=inf, total skips=5307) +[WARN] step=110559 skipped: non-finite grad (total_norm=inf, total skips=5308) +[WARN] step=110560 skipped: non-finite grad (total_norm=inf, total skips=5309) +[WARN] step=110561 skipped: non-finite grad (total_norm=inf, total skips=5310) +[WARN] step=110562 skipped: non-finite grad (total_norm=inf, total skips=5311) 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skips=10109) +[WARN] step=115380 skipped: non-finite grad (total_norm=inf, total skips=10110) +[WARN] step=115381 skipped: non-finite grad (total_norm=inf, total skips=10111) +[WARN] step=115382 skipped: non-finite grad (total_norm=nan, total skips=10112) +[WARN] step=115383 skipped: non-finite grad (total_norm=inf, total skips=10113) +[WARN] step=115384 skipped: non-finite grad (total_norm=inf, total skips=10114) +[WARN] step=115385 skipped: non-finite grad (total_norm=inf, total skips=10115) +[WARN] step=115386 skipped: non-finite grad (total_norm=inf, total skips=10116) +[WARN] step=115387 skipped: non-finite grad (total_norm=inf, total skips=10117) +[WARN] step=115388 skipped: non-finite grad (total_norm=inf, total skips=10118) +[WARN] step=115389 skipped: non-finite grad (total_norm=inf, total skips=10119) +[WARN] step=115390 skipped: non-finite grad (total_norm=inf, total skips=10120) +[WARN] step=115391 skipped: non-finite grad (total_norm=inf, total skips=10121) +[WARN] 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skips=10158) +[WARN] step=115429 skipped: non-finite grad (total_norm=inf, total skips=10159) +[WARN] step=115430 skipped: non-finite grad (total_norm=nan, total skips=10160) +[WARN] step=115431 skipped: non-finite grad (total_norm=nan, total skips=10161) +[WARN] step=115432 skipped: non-finite grad (total_norm=inf, total skips=10162) +[WARN] step=115433 skipped: non-finite grad (total_norm=inf, total skips=10163) +[WARN] step=115434 skipped: non-finite grad (total_norm=inf, total skips=10164) +[WARN] step=115435 skipped: non-finite grad (total_norm=inf, total skips=10165) +[WARN] step=115436 skipped: non-finite grad (total_norm=inf, total skips=10166) +[WARN] step=115437 skipped: non-finite grad (total_norm=nan, total skips=10167) +[WARN] step=115438 skipped: non-finite grad (total_norm=inf, total skips=10168) +[WARN] step=115439 skipped: non-finite grad (total_norm=inf, total skips=10169) +[WARN] step=115440 skipped: non-finite grad (total_norm=inf, total skips=10170) +[WARN] 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skips=10207) +[WARN] step=115478 skipped: non-finite grad (total_norm=inf, total skips=10208) +[WARN] step=115479 skipped: non-finite grad (total_norm=nan, total skips=10209) +[WARN] step=115480 skipped: non-finite grad (total_norm=inf, total skips=10210) +[WARN] step=115481 skipped: non-finite grad (total_norm=nan, total skips=10211) +[WARN] step=115482 skipped: non-finite grad (total_norm=inf, total skips=10212) +[WARN] step=115483 skipped: non-finite grad (total_norm=inf, total skips=10213) +[WARN] step=115484 skipped: non-finite grad (total_norm=inf, total skips=10214) +[WARN] step=115485 skipped: non-finite grad (total_norm=inf, total skips=10215) +[WARN] step=115486 skipped: non-finite grad (total_norm=inf, total skips=10216) +[WARN] step=115487 skipped: non-finite grad (total_norm=nan, total skips=10217) +[WARN] step=115488 skipped: non-finite grad (total_norm=nan, total skips=10218) +[WARN] step=115489 skipped: non-finite grad (total_norm=inf, total skips=10219) +[WARN] 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skips=10844) +[WARN] step=116119 skipped: non-finite grad (total_norm=inf, total skips=10845) +[WARN] step=116120 skipped: non-finite grad (total_norm=inf, total skips=10846) +[WARN] step=116121 skipped: non-finite grad (total_norm=nan, total skips=10847) +[WARN] step=116122 skipped: non-finite grad (total_norm=nan, total skips=10848) +[WARN] step=116123 skipped: non-finite grad (total_norm=nan, total skips=10849) +[WARN] step=116124 skipped: non-finite grad (total_norm=inf, total skips=10850) +[WARN] step=116125 skipped: non-finite grad (total_norm=inf, total skips=10851) +[WARN] step=116126 skipped: non-finite grad (total_norm=inf, total skips=10852) +[WARN] step=116127 skipped: non-finite grad (total_norm=inf, total skips=10853) +[WARN] step=116128 skipped: non-finite grad (total_norm=nan, total skips=10854) +[WARN] step=116129 skipped: non-finite grad (total_norm=inf, total skips=10855) +[WARN] step=116130 skipped: non-finite grad (total_norm=inf, total skips=10856) +[WARN] 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skips=10893) +[WARN] step=116168 skipped: non-finite grad (total_norm=inf, total skips=10894) +[WARN] step=116169 skipped: non-finite grad (total_norm=inf, total skips=10895) +[WARN] step=116170 skipped: non-finite grad (total_norm=inf, total skips=10896) +[WARN] step=116171 skipped: non-finite grad (total_norm=inf, total skips=10897) +[WARN] step=116172 skipped: non-finite grad (total_norm=inf, total skips=10898) +[WARN] step=116173 skipped: non-finite grad (total_norm=inf, total skips=10899) +[WARN] step=116174 skipped: non-finite grad (total_norm=inf, total skips=10900) +[WARN] step=116175 skipped: non-finite grad (total_norm=nan, total skips=10901) +[WARN] step=116176 skipped: non-finite grad (total_norm=inf, total skips=10902) +[WARN] step=116177 skipped: non-finite grad (total_norm=inf, total skips=10903) +[WARN] step=116178 skipped: non-finite grad (total_norm=inf, total skips=10904) +[WARN] step=116179 skipped: non-finite grad (total_norm=inf, total skips=10905) +[WARN] 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skips=11089) +[WARN] step=116366 skipped: non-finite grad (total_norm=inf, total skips=11090) +[WARN] step=116367 skipped: non-finite grad (total_norm=inf, total skips=11091) +[WARN] step=116368 skipped: non-finite grad (total_norm=inf, total skips=11092) +[WARN] step=116369 skipped: non-finite grad (total_norm=inf, total skips=11093) +[WARN] step=116370 skipped: non-finite grad (total_norm=nan, total skips=11094) +[WARN] step=116371 skipped: non-finite grad (total_norm=inf, total skips=11095) +[WARN] step=116372 skipped: non-finite grad (total_norm=inf, total skips=11096) +[WARN] step=116373 skipped: non-finite grad (total_norm=inf, total skips=11097) +[WARN] step=116374 skipped: non-finite grad (total_norm=nan, total skips=11098) +[WARN] step=116375 skipped: non-finite grad (total_norm=inf, total skips=11099) +[WARN] step=116376 skipped: non-finite grad (total_norm=inf, total skips=11100) +[WARN] step=116377 skipped: non-finite grad (total_norm=inf, total skips=11101) +[WARN] 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skips=11138) +[WARN] step=116415 skipped: non-finite grad (total_norm=nan, total skips=11139) +[WARN] step=116416 skipped: non-finite grad (total_norm=inf, total skips=11140) +[WARN] step=116417 skipped: non-finite grad (total_norm=inf, total skips=11141) +[WARN] step=116418 skipped: non-finite grad (total_norm=inf, total skips=11142) +[WARN] step=116419 skipped: non-finite grad (total_norm=inf, total skips=11143) +[WARN] step=116420 skipped: non-finite grad (total_norm=inf, total skips=11144) +[WARN] step=116421 skipped: non-finite grad (total_norm=inf, total skips=11145) +[WARN] step=116422 skipped: non-finite grad (total_norm=inf, total skips=11146) +[WARN] step=116423 skipped: non-finite grad (total_norm=inf, total skips=11147) +[WARN] step=116424 skipped: non-finite grad (total_norm=inf, total skips=11148) +[WARN] step=116425 skipped: non-finite grad (total_norm=inf, total skips=11149) +[WARN] step=116426 skipped: non-finite grad (total_norm=inf, total skips=11150) +[WARN] 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skips=11383) +[WARN] step=116661 skipped: non-finite grad (total_norm=inf, total skips=11384) +[WARN] step=116662 skipped: non-finite grad (total_norm=inf, total skips=11385) +[WARN] step=116663 skipped: non-finite grad (total_norm=inf, total skips=11386) +[WARN] step=116664 skipped: non-finite grad (total_norm=inf, total skips=11387) +[WARN] step=116665 skipped: non-finite grad (total_norm=inf, total skips=11388) +[WARN] step=116666 skipped: non-finite grad (total_norm=inf, total skips=11389) +[WARN] step=116667 skipped: non-finite grad (total_norm=nan, total skips=11390) +[WARN] step=116668 skipped: non-finite grad (total_norm=inf, total skips=11391) +[WARN] step=116669 skipped: non-finite grad (total_norm=inf, total skips=11392) +[WARN] step=116670 skipped: non-finite grad (total_norm=inf, total skips=11393) +[WARN] step=116671 skipped: non-finite grad (total_norm=inf, total skips=11394) +[WARN] step=116672 skipped: non-finite grad (total_norm=inf, total skips=11395) +[WARN] 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skips=12363) +[WARN] step=117648 skipped: non-finite grad (total_norm=inf, total skips=12364) +[WARN] step=117649 skipped: non-finite grad (total_norm=nan, total skips=12365) +[WARN] step=117650 skipped: non-finite grad (total_norm=nan, total skips=12366) +[WARN] step=117651 skipped: non-finite grad (total_norm=inf, total skips=12367) +[WARN] step=117652 skipped: non-finite grad (total_norm=inf, total skips=12368) +[WARN] step=117653 skipped: non-finite grad (total_norm=inf, total skips=12369) +[WARN] step=117654 skipped: non-finite grad (total_norm=inf, total skips=12370) +[WARN] step=117655 skipped: non-finite grad (total_norm=inf, total skips=12371) +[WARN] step=117656 skipped: non-finite grad (total_norm=inf, total skips=12372) +[WARN] step=117657 skipped: non-finite grad (total_norm=nan, total skips=12373) +[WARN] step=117658 skipped: non-finite grad (total_norm=inf, total skips=12374) +[WARN] step=117659 skipped: non-finite grad (total_norm=nan, total skips=12375) +[WARN] 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skips=12412) +[WARN] step=117697 skipped: non-finite grad (total_norm=inf, total skips=12413) +[WARN] step=117698 skipped: non-finite grad (total_norm=inf, total skips=12414) +[WARN] step=117699 skipped: non-finite grad (total_norm=inf, total skips=12415) +[WARN] step=117700 skipped: non-finite grad (total_norm=inf, total skips=12416) +[WARN] step=117701 skipped: non-finite grad (total_norm=inf, total skips=12417) +[WARN] step=117702 skipped: non-finite grad (total_norm=inf, total skips=12418) +[WARN] step=117703 skipped: non-finite grad (total_norm=inf, total skips=12419) +[WARN] step=117704 skipped: non-finite grad (total_norm=inf, total skips=12420) +[WARN] step=117705 skipped: non-finite grad (total_norm=inf, total skips=12421) +[WARN] step=117706 skipped: non-finite grad (total_norm=inf, total skips=12422) +[WARN] step=117707 skipped: non-finite grad (total_norm=inf, total skips=12423) +[WARN] step=117708 skipped: non-finite grad (total_norm=inf, total skips=12424) +[WARN] 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skips=12461) +[WARN] step=117746 skipped: non-finite grad (total_norm=inf, total skips=12462) +[WARN] step=117747 skipped: non-finite grad (total_norm=nan, total skips=12463) +[WARN] step=117748 skipped: non-finite grad (total_norm=inf, total skips=12464) +[WARN] step=117749 skipped: non-finite grad (total_norm=inf, total skips=12465) +[WARN] step=117750 skipped: non-finite grad (total_norm=inf, total skips=12466) +[WARN] step=117751 skipped: non-finite grad (total_norm=inf, total skips=12467) +[WARN] step=117752 skipped: non-finite grad (total_norm=nan, total skips=12468) +[WARN] step=117753 skipped: non-finite grad (total_norm=nan, total skips=12469) +[WARN] step=117754 skipped: non-finite grad (total_norm=inf, total skips=12470) +[WARN] step=117755 skipped: non-finite grad (total_norm=inf, total skips=12471) +[WARN] step=117756 skipped: non-finite grad (total_norm=nan, total skips=12472) +[WARN] step=117757 skipped: non-finite grad (total_norm=inf, total skips=12473) +[WARN] 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skips=12510) +[WARN] step=117795 skipped: non-finite grad (total_norm=inf, total skips=12511) +[WARN] step=117796 skipped: non-finite grad (total_norm=inf, total skips=12512) +[WARN] step=117797 skipped: non-finite grad (total_norm=inf, total skips=12513) +[WARN] step=117798 skipped: non-finite grad (total_norm=inf, total skips=12514) +[WARN] step=117799 skipped: non-finite grad (total_norm=inf, total skips=12515) +[WARN] step=117800 skipped: non-finite grad (total_norm=inf, total skips=12516) +[WARN] step=117801 skipped: non-finite grad (total_norm=inf, total skips=12517) +[WARN] step=117802 skipped: non-finite grad (total_norm=inf, total skips=12518) +[WARN] step=117803 skipped: non-finite grad (total_norm=inf, total skips=12519) +[WARN] step=117804 skipped: non-finite grad (total_norm=inf, total skips=12520) +[WARN] step=117805 skipped: non-finite grad (total_norm=nan, total skips=12521) +[WARN] step=117806 skipped: non-finite grad (total_norm=inf, total skips=12522) +[WARN] 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skips=12853) +[WARN] step=118138 skipped: non-finite grad (total_norm=inf, total skips=12854) +[WARN] step=118139 skipped: non-finite grad (total_norm=inf, total skips=12855) +[WARN] step=118140 skipped: non-finite grad (total_norm=nan, total skips=12856) +[WARN] step=118141 skipped: non-finite grad (total_norm=inf, total skips=12857) +[WARN] step=118142 skipped: non-finite grad (total_norm=nan, total skips=12858) +[WARN] step=118143 skipped: non-finite grad (total_norm=inf, total skips=12859) +[WARN] step=118144 skipped: non-finite grad (total_norm=inf, total skips=12860) +[WARN] step=118145 skipped: non-finite grad (total_norm=inf, total skips=12861) +[WARN] step=118146 skipped: non-finite grad (total_norm=inf, total skips=12862) +[WARN] step=118147 skipped: non-finite grad (total_norm=inf, total skips=12863) +[WARN] step=118148 skipped: non-finite grad (total_norm=inf, total skips=12864) +[WARN] step=118149 skipped: non-finite grad (total_norm=inf, total skips=12865) +[WARN] 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skips=12902) +[WARN] step=118187 skipped: non-finite grad (total_norm=inf, total skips=12903) +[WARN] step=118188 skipped: non-finite grad (total_norm=nan, total skips=12904) +[WARN] step=118189 skipped: non-finite grad (total_norm=inf, total skips=12905) +[WARN] step=118190 skipped: non-finite grad (total_norm=inf, total skips=12906) +[WARN] step=118191 skipped: non-finite grad (total_norm=nan, total skips=12907) +[WARN] step=118192 skipped: non-finite grad (total_norm=inf, total skips=12908) +[WARN] step=118193 skipped: non-finite grad (total_norm=inf, total skips=12909) +[WARN] step=118194 skipped: non-finite grad (total_norm=inf, total skips=12910) +[WARN] step=118195 skipped: non-finite grad (total_norm=inf, total skips=12911) +[WARN] step=118196 skipped: non-finite grad (total_norm=inf, total skips=12912) +[WARN] step=118197 skipped: non-finite grad (total_norm=inf, total skips=12913) +[WARN] step=118198 skipped: non-finite grad (total_norm=inf, total skips=12914) +[WARN] 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(total_norm=inf, total skips=12939) +[WARN] step=118224 skipped: non-finite grad (total_norm=inf, total skips=12940) +[WARN] step=118225 skipped: non-finite grad (total_norm=inf, total skips=12941) +[WARN] step=118226 skipped: non-finite grad (total_norm=inf, total skips=12942) +[WARN] step=118227 skipped: non-finite grad (total_norm=inf, total skips=12943) +[WARN] step=118228 skipped: non-finite grad (total_norm=inf, total skips=12944) +[WARN] step=118229 skipped: non-finite grad (total_norm=inf, total skips=12945) +[WARN] step=118230 skipped: non-finite grad (total_norm=inf, total skips=12946) +[WARN] step=118231 skipped: non-finite grad (total_norm=inf, total skips=12947) +[WARN] step=118232 skipped: non-finite grad (total_norm=nan, total skips=12948) +[WARN] step=118233 skipped: non-finite grad (total_norm=nan, total skips=12949) +[WARN] step=118234 skipped: non-finite grad (total_norm=inf, total skips=12950) +[WARN] step=118235 skipped: non-finite grad (total_norm=inf, total skips=12951) +[WARN] step=118236 skipped: non-finite grad (total_norm=nan, total skips=12952) +[WARN] step=118237 skipped: non-finite grad (total_norm=inf, total skips=12953) +[WARN] step=118238 skipped: non-finite grad (total_norm=nan, total skips=12954) +[WARN] step=118239 skipped: non-finite grad (total_norm=inf, total skips=12955) +[WARN] step=118240 skipped: non-finite grad (total_norm=nan, total skips=12956) +[WARN] step=118241 skipped: non-finite grad (total_norm=nan, total skips=12957) +[WARN] step=118242 skipped: non-finite grad (total_norm=inf, total skips=12958) +[WARN] step=118243 skipped: non-finite grad (total_norm=inf, total skips=12959) +[WARN] step=118244 skipped: non-finite grad (total_norm=inf, total skips=12960) +[WARN] step=118245 skipped: non-finite grad (total_norm=inf, total skips=12961) +[WARN] step=118246 skipped: non-finite grad (total_norm=inf, total skips=12962) +[WARN] step=118247 skipped: non-finite grad (total_norm=inf, total skips=12963) +[WARN] 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skips=13000) +[WARN] step=118285 skipped: non-finite grad (total_norm=inf, total skips=13001) +[WARN] step=118286 skipped: non-finite grad (total_norm=inf, total skips=13002) +[WARN] step=118287 skipped: non-finite grad (total_norm=inf, total skips=13003) +[WARN] step=118288 skipped: non-finite grad (total_norm=inf, total skips=13004) +[WARN] step=118289 skipped: non-finite grad (total_norm=nan, total skips=13005) +[WARN] step=118290 skipped: non-finite grad (total_norm=nan, total skips=13006) +[WARN] step=118291 skipped: non-finite grad (total_norm=nan, total skips=13007) +[WARN] step=118292 skipped: non-finite grad (total_norm=inf, total skips=13008) +[WARN] step=118293 skipped: non-finite grad (total_norm=inf, total skips=13009) +[WARN] step=118294 skipped: non-finite grad (total_norm=inf, total skips=13010) +[WARN] step=118295 skipped: non-finite grad (total_norm=inf, total skips=13011) +[WARN] step=118296 skipped: non-finite grad (total_norm=inf, total skips=13012) +[WARN] 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skips=13049) +[WARN] step=118334 skipped: non-finite grad (total_norm=inf, total skips=13050) +[WARN] step=118335 skipped: non-finite grad (total_norm=inf, total skips=13051) +[WARN] step=118336 skipped: non-finite grad (total_norm=inf, total skips=13052) +[WARN] step=118337 skipped: non-finite grad (total_norm=inf, total skips=13053) +[WARN] step=118338 skipped: non-finite grad (total_norm=inf, total skips=13054) +[WARN] step=118339 skipped: non-finite grad (total_norm=inf, total skips=13055) +[WARN] step=118340 skipped: non-finite grad (total_norm=inf, total skips=13056) +[WARN] step=118341 skipped: non-finite grad (total_norm=inf, total skips=13057) +[WARN] step=118342 skipped: non-finite grad (total_norm=nan, total skips=13058) +[WARN] step=118343 skipped: non-finite grad (total_norm=inf, total skips=13059) +[WARN] step=118344 skipped: non-finite grad (total_norm=inf, total skips=13060) +[WARN] step=118345 skipped: non-finite grad (total_norm=inf, total skips=13061) +[WARN] 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skips=13098) +[WARN] step=118384 skipped: non-finite grad (total_norm=nan, total skips=13099) +[WARN] step=118385 skipped: non-finite grad (total_norm=inf, total skips=13100) +[WARN] step=118386 skipped: non-finite grad (total_norm=inf, total skips=13101) +[WARN] step=118387 skipped: non-finite grad (total_norm=inf, total skips=13102) +[WARN] step=118388 skipped: non-finite grad (total_norm=inf, total skips=13103) +[WARN] step=118389 skipped: non-finite grad (total_norm=inf, total skips=13104) +[WARN] step=118390 skipped: non-finite grad (total_norm=inf, total skips=13105) +[WARN] step=118391 skipped: non-finite grad (total_norm=nan, total skips=13106) +[WARN] step=118392 skipped: non-finite grad (total_norm=inf, total skips=13107) +[WARN] step=118393 skipped: non-finite grad (total_norm=inf, total skips=13108) +[WARN] step=118394 skipped: non-finite grad (total_norm=nan, total skips=13109) +[WARN] step=118395 skipped: non-finite grad (total_norm=inf, total skips=13110) +[WARN] 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skips=13147) +[WARN] step=118433 skipped: non-finite grad (total_norm=inf, total skips=13148) +[WARN] step=118434 skipped: non-finite grad (total_norm=inf, total skips=13149) +[WARN] step=118435 skipped: non-finite grad (total_norm=inf, total skips=13150) +[WARN] step=118436 skipped: non-finite grad (total_norm=inf, total skips=13151) +[WARN] step=118437 skipped: non-finite grad (total_norm=nan, total skips=13152) +[WARN] step=118438 skipped: non-finite grad (total_norm=inf, total skips=13153) +[WARN] step=118439 skipped: non-finite grad (total_norm=inf, total skips=13154) +[WARN] step=118440 skipped: non-finite grad (total_norm=inf, total skips=13155) +[WARN] step=118441 skipped: non-finite grad (total_norm=nan, total skips=13156) +[WARN] step=118442 skipped: non-finite grad (total_norm=inf, total skips=13157) +[WARN] step=118443 skipped: non-finite grad (total_norm=inf, total skips=13158) +[WARN] step=118444 skipped: non-finite grad (total_norm=nan, total skips=13159) +[WARN] 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skips=13196) +[WARN] step=118482 skipped: non-finite grad (total_norm=inf, total skips=13197) +[WARN] step=118483 skipped: non-finite grad (total_norm=inf, total skips=13198) +[WARN] step=118484 skipped: non-finite grad (total_norm=nan, total skips=13199) +[WARN] step=118485 skipped: non-finite grad (total_norm=nan, total skips=13200) +[WARN] step=118486 skipped: non-finite grad (total_norm=nan, total skips=13201) +[WARN] step=118487 skipped: non-finite grad (total_norm=inf, total skips=13202) +[WARN] step=118488 skipped: non-finite grad (total_norm=inf, total skips=13203) +[WARN] step=118489 skipped: non-finite grad (total_norm=inf, total skips=13204) +[WARN] step=118490 skipped: non-finite grad (total_norm=nan, total skips=13205) +[WARN] step=118491 skipped: non-finite grad (total_norm=nan, total skips=13206) +[WARN] step=118492 skipped: non-finite grad (total_norm=inf, total skips=13207) +[WARN] step=118493 skipped: non-finite grad (total_norm=nan, total skips=13208) +[WARN] 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skips=13245) +[WARN] step=118531 skipped: non-finite grad (total_norm=inf, total skips=13246) +[WARN] step=118532 skipped: non-finite grad (total_norm=inf, total skips=13247) +[WARN] step=118533 skipped: non-finite grad (total_norm=inf, total skips=13248) +[WARN] step=118534 skipped: non-finite grad (total_norm=inf, total skips=13249) +[WARN] step=118535 skipped: non-finite grad (total_norm=inf, total skips=13250) +[WARN] step=118536 skipped: non-finite grad (total_norm=nan, total skips=13251) +[WARN] step=118537 skipped: non-finite grad (total_norm=inf, total skips=13252) +[WARN] step=118538 skipped: non-finite grad (total_norm=nan, total skips=13253) +[WARN] step=118539 skipped: non-finite grad (total_norm=inf, total skips=13254) +[WARN] step=118540 skipped: non-finite grad (total_norm=inf, total skips=13255) +[WARN] step=118541 skipped: non-finite grad (total_norm=nan, total skips=13256) +[WARN] step=118542 skipped: non-finite grad (total_norm=nan, total skips=13257) +[WARN] 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skips=13294) +[WARN] step=118580 skipped: non-finite grad (total_norm=nan, total skips=13295) +[WARN] step=118581 skipped: non-finite grad (total_norm=inf, total skips=13296) +[WARN] step=118582 skipped: non-finite grad (total_norm=nan, total skips=13297) +[WARN] step=118583 skipped: non-finite grad (total_norm=nan, total skips=13298) +[WARN] step=118584 skipped: non-finite grad (total_norm=inf, total skips=13299) +[WARN] step=118585 skipped: non-finite grad (total_norm=inf, total skips=13300) +[WARN] step=118586 skipped: non-finite grad (total_norm=inf, total skips=13301) +[WARN] step=118587 skipped: non-finite grad (total_norm=inf, total skips=13302) +[WARN] step=118588 skipped: non-finite grad (total_norm=inf, total skips=13303) +[WARN] step=118589 skipped: non-finite grad (total_norm=inf, total skips=13304) +[WARN] step=118590 skipped: non-finite grad (total_norm=inf, total skips=13305) +[WARN] step=118591 skipped: non-finite grad (total_norm=inf, total skips=13306) +[WARN] 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skips=13392) +[WARN] step=118679 skipped: non-finite grad (total_norm=nan, total skips=13393) +[WARN] step=118680 skipped: non-finite grad (total_norm=inf, total skips=13394) +[WARN] step=118681 skipped: non-finite grad (total_norm=inf, total skips=13395) +[WARN] step=118682 skipped: non-finite grad (total_norm=inf, total skips=13396) +[WARN] step=118683 skipped: non-finite grad (total_norm=inf, total skips=13397) +[WARN] step=118684 skipped: non-finite grad (total_norm=inf, total skips=13398) +[WARN] step=118685 skipped: non-finite grad (total_norm=inf, total skips=13399) +[WARN] step=118686 skipped: non-finite grad (total_norm=inf, total skips=13400) +[WARN] step=118687 skipped: non-finite grad (total_norm=inf, total skips=13401) +[WARN] step=118688 skipped: non-finite grad (total_norm=inf, total skips=13402) +[WARN] step=118689 skipped: non-finite grad (total_norm=inf, total skips=13403) +[WARN] step=118690 skipped: non-finite grad (total_norm=inf, total skips=13404) +[WARN] 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skips=13441) +[WARN] step=118728 skipped: non-finite grad (total_norm=inf, total skips=13442) +[WARN] step=118729 skipped: non-finite grad (total_norm=inf, total skips=13443) +[WARN] step=118730 skipped: non-finite grad (total_norm=inf, total skips=13444) +[WARN] step=118731 skipped: non-finite grad (total_norm=inf, total skips=13445) +[WARN] step=118732 skipped: non-finite grad (total_norm=inf, total skips=13446) +[WARN] step=118733 skipped: non-finite grad (total_norm=nan, total skips=13447) +[WARN] step=118734 skipped: non-finite grad (total_norm=inf, total skips=13448) +[WARN] step=118735 skipped: non-finite grad (total_norm=nan, total skips=13449) +[WARN] step=118736 skipped: non-finite grad (total_norm=inf, total skips=13450) +[WARN] step=118737 skipped: non-finite grad (total_norm=inf, total skips=13451) +[WARN] step=118738 skipped: non-finite grad (total_norm=inf, total skips=13452) +[WARN] step=118739 skipped: non-finite grad (total_norm=inf, total skips=13453) +[WARN] 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skips=13490) +[WARN] step=118777 skipped: non-finite grad (total_norm=inf, total skips=13491) +[WARN] step=118778 skipped: non-finite grad (total_norm=inf, total skips=13492) +[WARN] step=118779 skipped: non-finite grad (total_norm=inf, total skips=13493) +[WARN] step=118780 skipped: non-finite grad (total_norm=nan, total skips=13494) +[WARN] step=118781 skipped: non-finite grad (total_norm=nan, total skips=13495) +[WARN] step=118782 skipped: non-finite grad (total_norm=inf, total skips=13496) +[WARN] step=118783 skipped: non-finite grad (total_norm=inf, total skips=13497) +[WARN] step=118784 skipped: non-finite grad (total_norm=nan, total skips=13498) +[WARN] step=118785 skipped: non-finite grad (total_norm=nan, total skips=13499) +[WARN] step=118786 skipped: non-finite grad (total_norm=inf, total skips=13500) +[WARN] step=118787 skipped: non-finite grad (total_norm=inf, total skips=13501) +[WARN] step=118788 skipped: non-finite grad (total_norm=inf, total skips=13502) +[WARN] 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skips=13539) +[WARN] step=118826 skipped: non-finite grad (total_norm=inf, total skips=13540) +[WARN] step=118827 skipped: non-finite grad (total_norm=nan, total skips=13541) +[WARN] step=118828 skipped: non-finite grad (total_norm=inf, total skips=13542) +[WARN] step=118829 skipped: non-finite grad (total_norm=inf, total skips=13543) +[WARN] step=118830 skipped: non-finite grad (total_norm=inf, total skips=13544) +[WARN] step=118831 skipped: non-finite grad (total_norm=nan, total skips=13545) +[WARN] step=118832 skipped: non-finite grad (total_norm=inf, total skips=13546) +[WARN] step=118833 skipped: non-finite grad (total_norm=inf, total skips=13547) +[WARN] step=118834 skipped: non-finite grad (total_norm=nan, total skips=13548) +[WARN] step=118835 skipped: non-finite grad (total_norm=inf, total skips=13549) +[WARN] step=118836 skipped: non-finite grad (total_norm=nan, total skips=13550) +[WARN] step=118837 skipped: non-finite grad (total_norm=inf, total skips=13551) +[WARN] 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skips=13637) +[WARN] step=118924 skipped: non-finite grad (total_norm=inf, total skips=13638) +[WARN] step=118925 skipped: non-finite grad (total_norm=inf, total skips=13639) +[WARN] step=118926 skipped: non-finite grad (total_norm=nan, total skips=13640) +[WARN] step=118927 skipped: non-finite grad (total_norm=inf, total skips=13641) +[WARN] step=118928 skipped: non-finite grad (total_norm=inf, total skips=13642) +[WARN] step=118929 skipped: non-finite grad (total_norm=nan, total skips=13643) +[WARN] step=118930 skipped: non-finite grad (total_norm=inf, total skips=13644) +[WARN] step=118931 skipped: non-finite grad (total_norm=nan, total skips=13645) +[WARN] step=118932 skipped: non-finite grad (total_norm=inf, total skips=13646) +[WARN] step=118933 skipped: non-finite grad (total_norm=inf, total skips=13647) +[WARN] step=118934 skipped: non-finite grad (total_norm=inf, total skips=13648) +[WARN] step=118935 skipped: non-finite grad (total_norm=nan, total skips=13649) +[WARN] 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skips=13686) +[WARN] step=118973 skipped: non-finite grad (total_norm=inf, total skips=13687) +[WARN] step=118974 skipped: non-finite grad (total_norm=nan, total skips=13688) +[WARN] step=118975 skipped: non-finite grad (total_norm=inf, total skips=13689) +[WARN] step=118976 skipped: non-finite grad (total_norm=inf, total skips=13690) +[WARN] step=118977 skipped: non-finite grad (total_norm=inf, total skips=13691) +[WARN] step=118978 skipped: non-finite grad (total_norm=inf, total skips=13692) +[WARN] step=118979 skipped: non-finite grad (total_norm=inf, total skips=13693) +[WARN] step=118980 skipped: non-finite grad (total_norm=inf, total skips=13694) +[WARN] step=118981 skipped: non-finite grad (total_norm=inf, total skips=13695) +[WARN] step=118982 skipped: non-finite grad (total_norm=inf, total skips=13696) +[WARN] step=118983 skipped: non-finite grad (total_norm=nan, total skips=13697) +[WARN] step=118984 skipped: non-finite grad (total_norm=inf, total skips=13698) +[WARN] 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skips=13735) +[WARN] step=119022 skipped: non-finite grad (total_norm=inf, total skips=13736) +[WARN] step=119023 skipped: non-finite grad (total_norm=inf, total skips=13737) +[WARN] step=119024 skipped: non-finite grad (total_norm=inf, total skips=13738) +[WARN] step=119025 skipped: non-finite grad (total_norm=inf, total skips=13739) +[WARN] step=119026 skipped: non-finite grad (total_norm=inf, total skips=13740) +[WARN] step=119027 skipped: non-finite grad (total_norm=inf, total skips=13741) +[WARN] step=119028 skipped: non-finite grad (total_norm=inf, total skips=13742) +[WARN] step=119029 skipped: non-finite grad (total_norm=inf, total skips=13743) +[WARN] step=119030 skipped: non-finite grad (total_norm=nan, total skips=13744) +[WARN] step=119031 skipped: non-finite grad (total_norm=nan, total skips=13745) +[WARN] step=119032 skipped: non-finite grad (total_norm=inf, total skips=13746) +[WARN] step=119033 skipped: non-finite grad (total_norm=nan, total skips=13747) +[WARN] 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skips=13882) +[WARN] step=119169 skipped: non-finite grad (total_norm=inf, total skips=13883) +[WARN] step=119170 skipped: non-finite grad (total_norm=nan, total skips=13884) +[WARN] step=119171 skipped: non-finite grad (total_norm=inf, total skips=13885) +[WARN] step=119172 skipped: non-finite grad (total_norm=nan, total skips=13886) +[WARN] step=119173 skipped: non-finite grad (total_norm=inf, total skips=13887) +[WARN] step=119174 skipped: non-finite grad (total_norm=inf, total skips=13888) +[WARN] step=119175 skipped: non-finite grad (total_norm=inf, total skips=13889) +[WARN] step=119176 skipped: non-finite grad (total_norm=inf, total skips=13890) +[WARN] step=119177 skipped: non-finite grad (total_norm=inf, total skips=13891) +[WARN] step=119178 skipped: non-finite grad (total_norm=inf, total skips=13892) +[WARN] step=119179 skipped: non-finite grad (total_norm=inf, total skips=13893) +[WARN] step=119180 skipped: non-finite grad (total_norm=nan, total skips=13894) +[WARN] 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skips=13931) +[WARN] step=119218 skipped: non-finite grad (total_norm=inf, total skips=13932) +[WARN] step=119219 skipped: non-finite grad (total_norm=inf, total skips=13933) +[WARN] step=119220 skipped: non-finite grad (total_norm=nan, total skips=13934) +[WARN] step=119221 skipped: non-finite grad (total_norm=inf, total skips=13935) +[WARN] step=119222 skipped: non-finite grad (total_norm=nan, total skips=13936) +[WARN] step=119223 skipped: non-finite grad (total_norm=inf, total skips=13937) +[WARN] step=119224 skipped: non-finite grad (total_norm=inf, total skips=13938) +[WARN] step=119225 skipped: non-finite grad (total_norm=inf, total skips=13939) +[WARN] step=119226 skipped: non-finite grad (total_norm=inf, total skips=13940) +[WARN] step=119227 skipped: non-finite grad (total_norm=inf, total skips=13941) +[WARN] step=119228 skipped: non-finite grad (total_norm=inf, total skips=13942) +[WARN] step=119229 skipped: non-finite grad (total_norm=inf, total skips=13943) +[WARN] 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skips=13980) +[WARN] step=119267 skipped: non-finite grad (total_norm=inf, total skips=13981) +[WARN] step=119268 skipped: non-finite grad (total_norm=inf, total skips=13982) +[WARN] step=119269 skipped: non-finite grad (total_norm=nan, total skips=13983) +[WARN] step=119270 skipped: non-finite grad (total_norm=inf, total skips=13984) +[WARN] step=119271 skipped: non-finite grad (total_norm=inf, total skips=13985) +[WARN] step=119272 skipped: non-finite grad (total_norm=inf, total skips=13986) +[WARN] step=119273 skipped: non-finite grad (total_norm=inf, total skips=13987) +[WARN] step=119274 skipped: non-finite grad (total_norm=inf, total skips=13988) +[WARN] step=119275 skipped: non-finite grad (total_norm=inf, total skips=13989) +[WARN] step=119276 skipped: non-finite grad (total_norm=nan, total skips=13990) +[WARN] step=119277 skipped: non-finite grad (total_norm=inf, total skips=13991) +[WARN] step=119278 skipped: non-finite grad (total_norm=nan, total skips=13992) +[WARN] 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skips=14078) +[WARN] step=119366 skipped: non-finite grad (total_norm=inf, total skips=14079) +[WARN] step=119367 skipped: non-finite grad (total_norm=nan, total skips=14080) +[WARN] step=119368 skipped: non-finite grad (total_norm=inf, total skips=14081) +[WARN] step=119369 skipped: non-finite grad (total_norm=inf, total skips=14082) +[WARN] step=119370 skipped: non-finite grad (total_norm=inf, total skips=14083) +[WARN] step=119371 skipped: non-finite grad (total_norm=inf, total skips=14084) +[WARN] step=119372 skipped: non-finite grad (total_norm=inf, total skips=14085) +[WARN] step=119373 skipped: non-finite grad (total_norm=inf, total skips=14086) +[WARN] step=119374 skipped: non-finite grad (total_norm=inf, total skips=14087) +[WARN] step=119375 skipped: non-finite grad (total_norm=inf, total skips=14088) +[WARN] step=119376 skipped: non-finite grad (total_norm=inf, total skips=14089) +[WARN] step=119377 skipped: non-finite grad (total_norm=inf, total skips=14090) +[WARN] 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skips=14225) +[WARN] step=119513 skipped: non-finite grad (total_norm=inf, total skips=14226) +[WARN] step=119514 skipped: non-finite grad (total_norm=inf, total skips=14227) +[WARN] step=119515 skipped: non-finite grad (total_norm=inf, total skips=14228) +[WARN] step=119516 skipped: non-finite grad (total_norm=inf, total skips=14229) +[WARN] step=119517 skipped: non-finite grad (total_norm=inf, total skips=14230) +[WARN] step=119518 skipped: non-finite grad (total_norm=inf, total skips=14231) +[WARN] step=119519 skipped: non-finite grad (total_norm=inf, total skips=14232) +[WARN] step=119520 skipped: non-finite grad (total_norm=inf, total skips=14233) +[WARN] step=119521 skipped: non-finite grad (total_norm=inf, total skips=14234) +[WARN] step=119522 skipped: non-finite grad (total_norm=nan, total skips=14235) +[WARN] step=119523 skipped: non-finite grad (total_norm=inf, total skips=14236) +[WARN] step=119524 skipped: non-finite grad (total_norm=inf, total skips=14237) +[WARN] 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skips=14470) +[WARN] step=119758 skipped: non-finite grad (total_norm=inf, total skips=14471) +[WARN] step=119759 skipped: non-finite grad (total_norm=inf, total skips=14472) +[WARN] step=119760 skipped: non-finite grad (total_norm=inf, total skips=14473) +[WARN] step=119761 skipped: non-finite grad (total_norm=nan, total skips=14474) +[WARN] step=119762 skipped: non-finite grad (total_norm=inf, total skips=14475) +[WARN] step=119763 skipped: non-finite grad (total_norm=inf, total skips=14476) +[WARN] step=119764 skipped: non-finite grad (total_norm=inf, total skips=14477) +[WARN] step=119765 skipped: non-finite grad (total_norm=inf, total skips=14478) +[WARN] step=119766 skipped: non-finite grad (total_norm=inf, total skips=14479) +[WARN] step=119767 skipped: non-finite grad (total_norm=inf, total skips=14480) +[WARN] step=119768 skipped: non-finite grad (total_norm=inf, total skips=14481) +[WARN] step=119769 skipped: non-finite grad (total_norm=inf, total skips=14482) +[WARN] 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skips=14911) +[WARN] step=120199 skipped: non-finite grad (total_norm=nan, total skips=14912) +[WARN] step=120200 skipped: non-finite grad (total_norm=nan, total skips=14913) +[WARN] step=120201 skipped: non-finite grad (total_norm=inf, total skips=14914) +[WARN] step=120202 skipped: non-finite grad (total_norm=inf, total skips=14915) +[WARN] step=120203 skipped: non-finite grad (total_norm=inf, total skips=14916) +[WARN] step=120204 skipped: non-finite grad (total_norm=inf, total skips=14917) +[WARN] step=120205 skipped: non-finite grad (total_norm=nan, total skips=14918) +[WARN] step=120206 skipped: non-finite grad (total_norm=inf, total skips=14919) +[WARN] step=120207 skipped: non-finite grad (total_norm=inf, total skips=14920) +[WARN] step=120208 skipped: non-finite grad (total_norm=inf, total skips=14921) +[WARN] step=120209 skipped: non-finite grad (total_norm=inf, total skips=14922) +[WARN] step=120210 skipped: non-finite grad (total_norm=inf, total skips=14923) +[WARN] 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skips=14960) +[WARN] step=120248 skipped: non-finite grad (total_norm=inf, total skips=14961) +[WARN] step=120249 skipped: non-finite grad (total_norm=nan, total skips=14962) +[WARN] step=120250 skipped: non-finite grad (total_norm=nan, total skips=14963) +[WARN] step=120251 skipped: non-finite grad (total_norm=inf, total skips=14964) +[WARN] step=120252 skipped: non-finite grad (total_norm=inf, total skips=14965) +[WARN] step=120253 skipped: non-finite grad (total_norm=inf, total skips=14966) +[WARN] step=120254 skipped: non-finite grad (total_norm=inf, total skips=14967) +[WARN] step=120255 skipped: non-finite grad (total_norm=inf, total skips=14968) +[WARN] step=120256 skipped: non-finite grad (total_norm=nan, total skips=14969) +[WARN] step=120257 skipped: non-finite grad (total_norm=inf, total skips=14970) +[WARN] step=120258 skipped: non-finite grad (total_norm=inf, total skips=14971) +[WARN] step=120259 skipped: non-finite grad (total_norm=inf, total skips=14972) +[WARN] 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skips=15009) +[WARN] step=120298 skipped: non-finite grad (total_norm=nan, total skips=15010) +[WARN] step=120299 skipped: non-finite grad (total_norm=nan, total skips=15011) +[WARN] step=120300 skipped: non-finite grad (total_norm=inf, total skips=15012) +[WARN] step=120301 skipped: non-finite grad (total_norm=inf, total skips=15013) +[WARN] step=120302 skipped: non-finite grad (total_norm=inf, total skips=15014) +[WARN] step=120303 skipped: non-finite grad (total_norm=inf, total skips=15015) +[WARN] step=120304 skipped: non-finite grad (total_norm=inf, total skips=15016) +[WARN] step=120305 skipped: non-finite grad (total_norm=inf, total skips=15017) +[WARN] step=120306 skipped: non-finite grad (total_norm=inf, total skips=15018) +[WARN] step=120307 skipped: non-finite grad (total_norm=inf, total skips=15019) +[WARN] step=120308 skipped: non-finite grad (total_norm=inf, total skips=15020) +[WARN] step=120309 skipped: non-finite grad (total_norm=inf, total skips=15021) +[WARN] 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skips=15107) +[WARN] step=120397 skipped: non-finite grad (total_norm=inf, total skips=15108) +[WARN] step=120398 skipped: non-finite grad (total_norm=inf, total skips=15109) +[WARN] step=120399 skipped: non-finite grad (total_norm=nan, total skips=15110) +[WARN] step=120400 skipped: non-finite grad (total_norm=inf, total skips=15111) +[WARN] step=120401 skipped: non-finite grad (total_norm=inf, total skips=15112) +[WARN] step=120402 skipped: non-finite grad (total_norm=inf, total skips=15113) +[WARN] step=120403 skipped: non-finite grad (total_norm=inf, total skips=15114) +[WARN] step=120404 skipped: non-finite grad (total_norm=inf, total skips=15115) +[WARN] step=120405 skipped: non-finite grad (total_norm=inf, total skips=15116) +[WARN] step=120406 skipped: non-finite grad (total_norm=inf, total skips=15117) +[WARN] step=120407 skipped: non-finite grad (total_norm=inf, total skips=15118) +[WARN] step=120408 skipped: non-finite grad (total_norm=inf, total skips=15119) +[WARN] 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skips=15450) +[WARN] step=120742 skipped: non-finite grad (total_norm=inf, total skips=15451) +[WARN] step=120743 skipped: non-finite grad (total_norm=nan, total skips=15452) +[WARN] step=120744 skipped: non-finite grad (total_norm=inf, total skips=15453) +[WARN] step=120745 skipped: non-finite grad (total_norm=nan, total skips=15454) +[WARN] step=120746 skipped: non-finite grad (total_norm=inf, total skips=15455) +[WARN] step=120747 skipped: non-finite grad (total_norm=nan, total skips=15456) +[WARN] step=120748 skipped: non-finite grad (total_norm=inf, total skips=15457) +[WARN] step=120749 skipped: non-finite grad (total_norm=inf, total skips=15458) +[WARN] step=120750 skipped: non-finite grad (total_norm=inf, total skips=15459) +[WARN] step=120751 skipped: non-finite grad (total_norm=inf, total skips=15460) +[WARN] step=120752 skipped: non-finite grad (total_norm=inf, total skips=15461) +[WARN] step=120753 skipped: non-finite grad (total_norm=inf, total skips=15462) +[WARN] 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skips=15499) +[WARN] step=120791 skipped: non-finite grad (total_norm=inf, total skips=15500) +[WARN] step=120792 skipped: non-finite grad (total_norm=inf, total skips=15501) +[WARN] step=120793 skipped: non-finite grad (total_norm=inf, total skips=15502) +[WARN] step=120794 skipped: non-finite grad (total_norm=inf, total skips=15503) +[WARN] step=120795 skipped: non-finite grad (total_norm=inf, total skips=15504) +[WARN] step=120796 skipped: non-finite grad (total_norm=nan, total skips=15505) +[WARN] step=120797 skipped: non-finite grad (total_norm=inf, total skips=15506) +[WARN] step=120798 skipped: non-finite grad (total_norm=nan, total skips=15507) +[WARN] step=120799 skipped: non-finite grad (total_norm=nan, total skips=15508) +[WARN] step=120800 skipped: non-finite grad (total_norm=nan, total skips=15509) +[WARN] step=120801 skipped: non-finite grad (total_norm=nan, total skips=15510) +[WARN] step=120802 skipped: non-finite grad (total_norm=inf, total skips=15511) +[WARN] 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skips=15548) +[WARN] step=120840 skipped: non-finite grad (total_norm=inf, total skips=15549) +[WARN] step=120841 skipped: non-finite grad (total_norm=nan, total skips=15550) +[WARN] step=120842 skipped: non-finite grad (total_norm=inf, total skips=15551) +[WARN] step=120843 skipped: non-finite grad (total_norm=inf, total skips=15552) +[WARN] step=120844 skipped: non-finite grad (total_norm=inf, total skips=15553) +[WARN] step=120845 skipped: non-finite grad (total_norm=inf, total skips=15554) +[WARN] step=120846 skipped: non-finite grad (total_norm=inf, total skips=15555) +[WARN] step=120847 skipped: non-finite grad (total_norm=inf, total skips=15556) +[WARN] step=120848 skipped: non-finite grad (total_norm=nan, total skips=15557) +[WARN] step=120849 skipped: non-finite grad (total_norm=inf, total skips=15558) +[WARN] step=120850 skipped: non-finite grad (total_norm=inf, total skips=15559) +[WARN] step=120851 skipped: non-finite grad (total_norm=nan, total skips=15560) +[WARN] 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skips=15597) +[WARN] step=120889 skipped: non-finite grad (total_norm=nan, total skips=15598) +[WARN] step=120890 skipped: non-finite grad (total_norm=inf, total skips=15599) +[WARN] step=120891 skipped: non-finite grad (total_norm=nan, total skips=15600) +[WARN] step=120892 skipped: non-finite grad (total_norm=nan, total skips=15601) +[WARN] step=120893 skipped: non-finite grad (total_norm=inf, total skips=15602) +[WARN] step=120894 skipped: non-finite grad (total_norm=nan, total skips=15603) +[WARN] step=120895 skipped: non-finite grad (total_norm=inf, total skips=15604) +[WARN] step=120896 skipped: non-finite grad (total_norm=inf, total skips=15605) +[WARN] step=120897 skipped: non-finite grad (total_norm=inf, total skips=15606) +[WARN] step=120898 skipped: non-finite grad (total_norm=inf, total skips=15607) +[WARN] step=120899 skipped: non-finite grad (total_norm=inf, total skips=15608) +[WARN] step=120900 skipped: non-finite grad (total_norm=inf, total skips=15609) +[WARN] 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step=120999 skipped: non-finite grad (total_norm=nan, total skips=15708) +step=121000 | total=5.2269 | leaf=5.2269 | ancestor=0.0000 | gnorm=9642705980479242240.0000 | lmax=36.5000 | t_max=1.00 | lr=4.45e-04 | t=3048.8s +[WARN] step=121001 skipped: non-finite grad (total_norm=inf, total skips=15709) +[WARN] step=121002 skipped: non-finite grad (total_norm=nan, total skips=15710) +[WARN] step=121003 skipped: non-finite grad (total_norm=nan, total skips=15711) +[WARN] step=121004 skipped: non-finite grad (total_norm=nan, total skips=15712) +[WARN] step=121005 skipped: non-finite grad (total_norm=inf, total skips=15713) +[WARN] step=121006 skipped: non-finite grad (total_norm=inf, total skips=15714) +[WARN] step=121007 skipped: non-finite grad (total_norm=inf, total skips=15715) +[WARN] step=121008 skipped: non-finite grad (total_norm=inf, total skips=15716) +[WARN] step=121009 skipped: non-finite grad (total_norm=inf, total skips=15717) +[WARN] step=121010 skipped: non-finite grad 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skips=17935) +[WARN] step=123228 skipped: non-finite grad (total_norm=inf, total skips=17936) +[WARN] step=123229 skipped: non-finite grad (total_norm=nan, total skips=17937) +[WARN] step=123230 skipped: non-finite grad (total_norm=inf, total skips=17938) +[WARN] step=123231 skipped: non-finite grad (total_norm=nan, total skips=17939) +[WARN] step=123232 skipped: non-finite grad (total_norm=inf, total skips=17940) +[WARN] step=123233 skipped: non-finite grad (total_norm=inf, total skips=17941) +[WARN] step=123234 skipped: non-finite grad (total_norm=nan, total skips=17942) +[WARN] step=123235 skipped: non-finite grad (total_norm=inf, total skips=17943) +[WARN] step=123236 skipped: non-finite grad (total_norm=inf, total skips=17944) +[WARN] step=123237 skipped: non-finite grad (total_norm=inf, total skips=17945) +[WARN] step=123238 skipped: non-finite grad (total_norm=nan, total skips=17946) +[WARN] step=123239 skipped: non-finite grad (total_norm=nan, total skips=17947) +[WARN] 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skips=17984) +[WARN] step=123277 skipped: non-finite grad (total_norm=inf, total skips=17985) +[WARN] step=123278 skipped: non-finite grad (total_norm=inf, total skips=17986) +[WARN] step=123279 skipped: non-finite grad (total_norm=inf, total skips=17987) +[WARN] step=123280 skipped: non-finite grad (total_norm=nan, total skips=17988) +[WARN] step=123281 skipped: non-finite grad (total_norm=nan, total skips=17989) +[WARN] step=123282 skipped: non-finite grad (total_norm=inf, total skips=17990) +[WARN] step=123283 skipped: non-finite grad (total_norm=inf, total skips=17991) +[WARN] step=123284 skipped: non-finite grad (total_norm=inf, total skips=17992) +[WARN] step=123285 skipped: non-finite grad (total_norm=nan, total skips=17993) +[WARN] step=123286 skipped: non-finite grad (total_norm=nan, total skips=17994) +[WARN] step=123287 skipped: non-finite grad (total_norm=inf, total skips=17995) +[WARN] step=123288 skipped: non-finite grad (total_norm=nan, total skips=17996) +[WARN] 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skips=18033) +[WARN] step=123326 skipped: non-finite grad (total_norm=inf, total skips=18034) +[WARN] step=123327 skipped: non-finite grad (total_norm=inf, total skips=18035) +[WARN] step=123328 skipped: non-finite grad (total_norm=inf, total skips=18036) +[WARN] step=123329 skipped: non-finite grad (total_norm=inf, total skips=18037) +[WARN] step=123330 skipped: non-finite grad (total_norm=inf, total skips=18038) +[WARN] step=123331 skipped: non-finite grad (total_norm=inf, total skips=18039) +[WARN] step=123332 skipped: non-finite grad (total_norm=nan, total skips=18040) +[WARN] step=123333 skipped: non-finite grad (total_norm=nan, total skips=18041) +[WARN] step=123334 skipped: non-finite grad (total_norm=inf, total skips=18042) +[WARN] step=123335 skipped: non-finite grad (total_norm=inf, total skips=18043) +[WARN] step=123336 skipped: non-finite grad (total_norm=inf, total skips=18044) +[WARN] step=123337 skipped: non-finite grad (total_norm=inf, total skips=18045) +[WARN] 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skips=20581) +[WARN] step=125876 skipped: non-finite grad (total_norm=inf, total skips=20582) +[WARN] step=125877 skipped: non-finite grad (total_norm=inf, total skips=20583) +[WARN] step=125878 skipped: non-finite grad (total_norm=inf, total skips=20584) +[WARN] step=125879 skipped: non-finite grad (total_norm=inf, total skips=20585) +[WARN] step=125880 skipped: non-finite grad (total_norm=inf, total skips=20586) +[WARN] step=125881 skipped: non-finite grad (total_norm=nan, total skips=20587) +[WARN] step=125882 skipped: non-finite grad (total_norm=inf, total skips=20588) +[WARN] step=125883 skipped: non-finite grad (total_norm=nan, total skips=20589) +[WARN] step=125884 skipped: non-finite grad (total_norm=inf, total skips=20590) +[WARN] step=125885 skipped: non-finite grad (total_norm=inf, total skips=20591) +[WARN] step=125886 skipped: non-finite grad (total_norm=inf, total skips=20592) +[WARN] step=125887 skipped: non-finite grad (total_norm=inf, total skips=20593) +[WARN] 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skips=21267) +[WARN] step=126562 skipped: non-finite grad (total_norm=nan, total skips=21268) +[WARN] step=126563 skipped: non-finite grad (total_norm=inf, total skips=21269) +[WARN] step=126564 skipped: non-finite grad (total_norm=inf, total skips=21270) +[WARN] step=126565 skipped: non-finite grad (total_norm=nan, total skips=21271) +[WARN] step=126566 skipped: non-finite grad (total_norm=inf, total skips=21272) +[WARN] step=126567 skipped: non-finite grad (total_norm=inf, total skips=21273) +[WARN] step=126568 skipped: non-finite grad (total_norm=inf, total skips=21274) +[WARN] step=126569 skipped: non-finite grad (total_norm=inf, total skips=21275) +[WARN] step=126570 skipped: non-finite grad (total_norm=nan, total skips=21276) +[WARN] step=126571 skipped: non-finite grad (total_norm=inf, total skips=21277) +[WARN] step=126572 skipped: non-finite grad (total_norm=inf, total skips=21278) +[WARN] step=126573 skipped: non-finite grad (total_norm=nan, total skips=21279) +[WARN] 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skips=21316) +[WARN] step=126611 skipped: non-finite grad (total_norm=inf, total skips=21317) +[WARN] step=126612 skipped: non-finite grad (total_norm=inf, total skips=21318) +[WARN] step=126613 skipped: non-finite grad (total_norm=inf, total skips=21319) +[WARN] step=126614 skipped: non-finite grad (total_norm=inf, total skips=21320) +[WARN] step=126615 skipped: non-finite grad (total_norm=inf, total skips=21321) +[WARN] step=126616 skipped: non-finite grad (total_norm=inf, total skips=21322) +[WARN] step=126617 skipped: non-finite grad (total_norm=inf, total skips=21323) +[WARN] step=126618 skipped: non-finite grad (total_norm=nan, total skips=21324) +[WARN] step=126619 skipped: non-finite grad (total_norm=inf, total skips=21325) +[WARN] step=126620 skipped: non-finite grad (total_norm=nan, total skips=21326) +[WARN] step=126621 skipped: non-finite grad (total_norm=inf, total skips=21327) +[WARN] step=126622 skipped: non-finite grad (total_norm=inf, total skips=21328) +[WARN] 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skips=21365) +[WARN] step=126660 skipped: non-finite grad (total_norm=inf, total skips=21366) +[WARN] step=126661 skipped: non-finite grad (total_norm=inf, total skips=21367) +[WARN] step=126662 skipped: non-finite grad (total_norm=inf, total skips=21368) +[WARN] step=126663 skipped: non-finite grad (total_norm=inf, total skips=21369) +[WARN] step=126664 skipped: non-finite grad (total_norm=inf, total skips=21370) +[WARN] step=126665 skipped: non-finite grad (total_norm=nan, total skips=21371) +[WARN] step=126666 skipped: non-finite grad (total_norm=inf, total skips=21372) +[WARN] step=126667 skipped: non-finite grad (total_norm=inf, total skips=21373) +[WARN] step=126668 skipped: non-finite grad (total_norm=inf, total skips=21374) +[WARN] step=126669 skipped: non-finite grad (total_norm=inf, total skips=21375) +[WARN] step=126670 skipped: non-finite grad (total_norm=nan, total skips=21376) +[WARN] step=126671 skipped: non-finite grad (total_norm=inf, total skips=21377) +[WARN] 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skips=21414) +[WARN] step=126709 skipped: non-finite grad (total_norm=inf, total skips=21415) +[WARN] step=126710 skipped: non-finite grad (total_norm=inf, total skips=21416) +[WARN] step=126711 skipped: non-finite grad (total_norm=inf, total skips=21417) +[WARN] step=126712 skipped: non-finite grad (total_norm=inf, total skips=21418) +[WARN] step=126713 skipped: non-finite grad (total_norm=inf, total skips=21419) +[WARN] step=126714 skipped: non-finite grad (total_norm=inf, total skips=21420) +[WARN] step=126715 skipped: non-finite grad (total_norm=inf, total skips=21421) +[WARN] step=126716 skipped: non-finite grad (total_norm=inf, total skips=21422) +[WARN] step=126717 skipped: non-finite grad (total_norm=inf, total skips=21423) +[WARN] step=126718 skipped: non-finite grad (total_norm=inf, total skips=21424) +[WARN] step=126719 skipped: non-finite grad (total_norm=inf, total skips=21425) +[WARN] step=126720 skipped: non-finite grad (total_norm=nan, total skips=21426) +[WARN] 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skips=21463) +[WARN] step=126758 skipped: non-finite grad (total_norm=inf, total skips=21464) +[WARN] step=126759 skipped: non-finite grad (total_norm=inf, total skips=21465) +[WARN] step=126760 skipped: non-finite grad (total_norm=nan, total skips=21466) +[WARN] step=126761 skipped: non-finite grad (total_norm=inf, total skips=21467) +[WARN] step=126762 skipped: non-finite grad (total_norm=inf, total skips=21468) +[WARN] step=126763 skipped: non-finite grad (total_norm=inf, total skips=21469) +[WARN] step=126764 skipped: non-finite grad (total_norm=nan, total skips=21470) +[WARN] step=126765 skipped: non-finite grad (total_norm=inf, total skips=21471) +[WARN] step=126766 skipped: non-finite grad (total_norm=inf, total skips=21472) +[WARN] step=126767 skipped: non-finite grad (total_norm=nan, total skips=21473) +[WARN] step=126768 skipped: non-finite grad (total_norm=inf, total skips=21474) +[WARN] step=126769 skipped: non-finite grad (total_norm=nan, total skips=21475) +[WARN] 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skips=21561) +[WARN] step=126856 skipped: non-finite grad (total_norm=inf, total skips=21562) +[WARN] step=126857 skipped: non-finite grad (total_norm=inf, total skips=21563) +[WARN] step=126858 skipped: non-finite grad (total_norm=nan, total skips=21564) +[WARN] step=126859 skipped: non-finite grad (total_norm=inf, total skips=21565) +[WARN] step=126860 skipped: non-finite grad (total_norm=inf, total skips=21566) +[WARN] step=126861 skipped: non-finite grad (total_norm=inf, total skips=21567) +[WARN] step=126862 skipped: non-finite grad (total_norm=inf, total skips=21568) +[WARN] step=126863 skipped: non-finite grad (total_norm=nan, total skips=21569) +[WARN] step=126864 skipped: non-finite grad (total_norm=nan, total skips=21570) +[WARN] step=126865 skipped: non-finite grad (total_norm=inf, total skips=21571) +[WARN] step=126866 skipped: non-finite grad (total_norm=nan, total skips=21572) +[WARN] step=126867 skipped: non-finite grad (total_norm=nan, total skips=21573) +[WARN] 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skips=21610) +[WARN] step=126905 skipped: non-finite grad (total_norm=inf, total skips=21611) +[WARN] step=126906 skipped: non-finite grad (total_norm=inf, total skips=21612) +[WARN] step=126907 skipped: non-finite grad (total_norm=inf, total skips=21613) +[WARN] step=126908 skipped: non-finite grad (total_norm=inf, total skips=21614) +[WARN] step=126909 skipped: non-finite grad (total_norm=inf, total skips=21615) +[WARN] step=126910 skipped: non-finite grad (total_norm=nan, total skips=21616) +[WARN] step=126911 skipped: non-finite grad (total_norm=nan, total skips=21617) +[WARN] step=126912 skipped: non-finite grad (total_norm=nan, total skips=21618) +[WARN] step=126913 skipped: non-finite grad (total_norm=inf, total skips=21619) +[WARN] step=126914 skipped: non-finite grad (total_norm=nan, total skips=21620) +[WARN] step=126915 skipped: non-finite grad (total_norm=inf, total skips=21621) +[WARN] step=126916 skipped: non-finite grad (total_norm=inf, total skips=21622) +[WARN] 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skips=21708) +[WARN] step=127003 skipped: non-finite grad (total_norm=inf, total skips=21709) +[WARN] step=127004 skipped: non-finite grad (total_norm=inf, total skips=21710) +[WARN] step=127005 skipped: non-finite grad (total_norm=inf, total skips=21711) +[WARN] step=127006 skipped: non-finite grad (total_norm=nan, total skips=21712) +[WARN] step=127007 skipped: non-finite grad (total_norm=nan, total skips=21713) +[WARN] step=127008 skipped: non-finite grad (total_norm=inf, total skips=21714) +[WARN] step=127009 skipped: non-finite grad (total_norm=inf, total skips=21715) +[WARN] step=127010 skipped: non-finite grad (total_norm=inf, total skips=21716) +[WARN] step=127011 skipped: non-finite grad (total_norm=inf, total skips=21717) +[WARN] step=127012 skipped: non-finite grad (total_norm=inf, total skips=21718) +[WARN] step=127013 skipped: non-finite grad (total_norm=inf, total skips=21719) +[WARN] step=127014 skipped: non-finite grad (total_norm=inf, total skips=21720) +[WARN] 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skips=21757) +[WARN] step=127052 skipped: non-finite grad (total_norm=inf, total skips=21758) +[WARN] step=127053 skipped: non-finite grad (total_norm=inf, total skips=21759) +[WARN] step=127054 skipped: non-finite grad (total_norm=nan, total skips=21760) +[WARN] step=127055 skipped: non-finite grad (total_norm=inf, total skips=21761) +[WARN] step=127056 skipped: non-finite grad (total_norm=inf, total skips=21762) +[WARN] step=127057 skipped: non-finite grad (total_norm=inf, total skips=21763) +[WARN] step=127058 skipped: non-finite grad (total_norm=inf, total skips=21764) +[WARN] step=127059 skipped: non-finite grad (total_norm=inf, total skips=21765) +[WARN] step=127060 skipped: non-finite grad (total_norm=inf, total skips=21766) +[WARN] step=127061 skipped: non-finite grad (total_norm=inf, total skips=21767) +[WARN] step=127062 skipped: non-finite grad (total_norm=nan, total skips=21768) +[WARN] step=127063 skipped: non-finite grad (total_norm=inf, total skips=21769) +[WARN] 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skips=21806) +[WARN] step=127101 skipped: non-finite grad (total_norm=inf, total skips=21807) +[WARN] step=127102 skipped: non-finite grad (total_norm=inf, total skips=21808) +[WARN] step=127103 skipped: non-finite grad (total_norm=nan, total skips=21809) +[WARN] step=127104 skipped: non-finite grad (total_norm=inf, total skips=21810) +[WARN] step=127105 skipped: non-finite grad (total_norm=nan, total skips=21811) +[WARN] step=127106 skipped: non-finite grad (total_norm=nan, total skips=21812) +[WARN] step=127107 skipped: non-finite grad (total_norm=nan, total skips=21813) +[WARN] step=127108 skipped: non-finite grad (total_norm=nan, total skips=21814) +[WARN] step=127109 skipped: non-finite grad (total_norm=inf, total skips=21815) +[WARN] step=127110 skipped: non-finite grad (total_norm=inf, total skips=21816) +[WARN] step=127111 skipped: non-finite grad (total_norm=inf, total skips=21817) +[WARN] step=127112 skipped: non-finite grad (total_norm=nan, total skips=21818) +[WARN] 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(total_norm=nan, total skips=21843) +[WARN] step=127138 skipped: non-finite grad (total_norm=inf, total skips=21844) +[WARN] step=127139 skipped: non-finite grad (total_norm=inf, total skips=21845) +[WARN] step=127140 skipped: non-finite grad (total_norm=inf, total skips=21846) +[WARN] step=127141 skipped: non-finite grad (total_norm=inf, total skips=21847) +[WARN] step=127142 skipped: non-finite grad (total_norm=inf, total skips=21848) +[WARN] step=127143 skipped: non-finite grad (total_norm=inf, total skips=21849) +[WARN] step=127144 skipped: non-finite grad (total_norm=inf, total skips=21850) +[WARN] step=127145 skipped: non-finite grad (total_norm=nan, total skips=21851) +[WARN] step=127146 skipped: non-finite grad (total_norm=inf, total skips=21852) +[WARN] step=127147 skipped: non-finite grad (total_norm=inf, total skips=21853) +[WARN] step=127148 skipped: non-finite grad (total_norm=inf, total skips=21854) +[WARN] step=127149 skipped: non-finite grad (total_norm=inf, total skips=21855) +[WARN] step=127150 skipped: non-finite grad (total_norm=nan, total skips=21856) +[WARN] step=127151 skipped: non-finite grad (total_norm=inf, total skips=21857) +[WARN] step=127152 skipped: non-finite grad (total_norm=inf, total skips=21858) +[WARN] step=127153 skipped: non-finite grad (total_norm=nan, total skips=21859) +[WARN] step=127154 skipped: non-finite grad (total_norm=nan, total skips=21860) +[WARN] step=127155 skipped: non-finite grad (total_norm=inf, total skips=21861) +[WARN] step=127156 skipped: non-finite grad (total_norm=inf, total skips=21862) +[WARN] step=127157 skipped: non-finite grad (total_norm=inf, total skips=21863) +[WARN] step=127158 skipped: non-finite grad (total_norm=inf, total skips=21864) +[WARN] step=127159 skipped: non-finite grad (total_norm=inf, total skips=21865) +[WARN] step=127160 skipped: non-finite grad (total_norm=inf, total skips=21866) +[WARN] step=127161 skipped: non-finite grad (total_norm=inf, total skips=21867) +[WARN] step=127162 skipped: non-finite grad (total_norm=inf, total skips=21868) +[WARN] step=127163 skipped: non-finite grad (total_norm=inf, total skips=21869) +[WARN] step=127164 skipped: non-finite grad (total_norm=inf, total skips=21870) +[WARN] step=127165 skipped: non-finite grad (total_norm=nan, total skips=21871) +[WARN] step=127166 skipped: non-finite grad (total_norm=inf, total skips=21872) +[WARN] step=127167 skipped: non-finite grad (total_norm=nan, total skips=21873) +[WARN] step=127168 skipped: non-finite grad (total_norm=inf, total skips=21874) +[WARN] step=127169 skipped: non-finite grad (total_norm=inf, total skips=21875) +[WARN] step=127170 skipped: non-finite grad (total_norm=nan, total skips=21876) +[WARN] step=127171 skipped: non-finite grad (total_norm=inf, total skips=21877) +[WARN] step=127172 skipped: non-finite grad (total_norm=inf, total skips=21878) +[WARN] step=127173 skipped: non-finite grad (total_norm=nan, total skips=21879) +[WARN] step=127174 skipped: 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skips=21904) +[WARN] step=127199 skipped: non-finite grad (total_norm=inf, total skips=21905) +[WARN] step=127200 skipped: non-finite grad (total_norm=inf, total skips=21906) +[WARN] step=127201 skipped: non-finite grad (total_norm=nan, total skips=21907) +[WARN] step=127202 skipped: non-finite grad (total_norm=nan, total skips=21908) +[WARN] step=127203 skipped: non-finite grad (total_norm=nan, total skips=21909) +[WARN] step=127204 skipped: non-finite grad (total_norm=inf, total skips=21910) +[WARN] step=127205 skipped: non-finite grad (total_norm=nan, total skips=21911) +[WARN] step=127206 skipped: non-finite grad (total_norm=inf, total skips=21912) +[WARN] step=127207 skipped: non-finite grad (total_norm=inf, total skips=21913) +[WARN] step=127208 skipped: non-finite grad (total_norm=nan, total skips=21914) +[WARN] step=127209 skipped: non-finite grad (total_norm=inf, total skips=21915) +[WARN] step=127210 skipped: non-finite grad (total_norm=inf, total skips=21916) +[WARN] 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skips=21953) +[WARN] step=127248 skipped: non-finite grad (total_norm=inf, total skips=21954) +[WARN] step=127249 skipped: non-finite grad (total_norm=nan, total skips=21955) +[WARN] step=127250 skipped: non-finite grad (total_norm=inf, total skips=21956) +[WARN] step=127251 skipped: non-finite grad (total_norm=inf, total skips=21957) +[WARN] step=127252 skipped: non-finite grad (total_norm=inf, total skips=21958) +[WARN] step=127253 skipped: non-finite grad (total_norm=nan, total skips=21959) +[WARN] step=127254 skipped: non-finite grad (total_norm=nan, total skips=21960) +[WARN] step=127255 skipped: non-finite grad (total_norm=inf, total skips=21961) +[WARN] step=127256 skipped: non-finite grad (total_norm=nan, total skips=21962) +[WARN] step=127257 skipped: non-finite grad (total_norm=nan, total skips=21963) +[WARN] step=127258 skipped: non-finite grad (total_norm=inf, total skips=21964) +[WARN] step=127259 skipped: non-finite grad (total_norm=nan, total skips=21965) +[WARN] step=127260 skipped: non-finite grad (total_norm=nan, total skips=21966) +[WARN] step=127261 skipped: non-finite grad (total_norm=inf, total skips=21967) +[WARN] step=127262 skipped: non-finite grad (total_norm=inf, total skips=21968) +[WARN] step=127263 skipped: non-finite grad (total_norm=inf, total skips=21969) +[WARN] step=127264 skipped: non-finite grad (total_norm=nan, total skips=21970) +[WARN] step=127265 skipped: non-finite grad (total_norm=inf, total skips=21971) +[WARN] step=127266 skipped: non-finite grad (total_norm=inf, total skips=21972) +[WARN] step=127267 skipped: non-finite grad (total_norm=inf, total skips=21973) +[WARN] step=127268 skipped: non-finite grad (total_norm=inf, total skips=21974) +[WARN] step=127269 skipped: non-finite grad (total_norm=inf, total skips=21975) +[WARN] step=127270 skipped: non-finite grad (total_norm=nan, total skips=21976) +[WARN] step=127271 skipped: non-finite grad (total_norm=inf, total skips=21977) +[WARN] step=127272 skipped: 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skips=22002) +[WARN] step=127297 skipped: non-finite grad (total_norm=nan, total skips=22003) +[WARN] step=127298 skipped: non-finite grad (total_norm=inf, total skips=22004) +[WARN] step=127299 skipped: non-finite grad (total_norm=inf, total skips=22005) +[WARN] step=127300 skipped: non-finite grad (total_norm=inf, total skips=22006) +[WARN] step=127301 skipped: non-finite grad (total_norm=inf, total skips=22007) +[WARN] step=127302 skipped: non-finite grad (total_norm=inf, total skips=22008) +[WARN] step=127303 skipped: non-finite grad (total_norm=nan, total skips=22009) +[WARN] step=127304 skipped: non-finite grad (total_norm=inf, total skips=22010) +[WARN] step=127305 skipped: non-finite grad (total_norm=nan, total skips=22011) +[WARN] step=127306 skipped: non-finite grad (total_norm=inf, total skips=22012) +[WARN] step=127307 skipped: non-finite grad (total_norm=inf, total skips=22013) +[WARN] step=127308 skipped: non-finite grad (total_norm=nan, total skips=22014) +[WARN] 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skips=22639) +[WARN] step=127935 skipped: non-finite grad (total_norm=inf, total skips=22640) +[WARN] step=127936 skipped: non-finite grad (total_norm=inf, total skips=22641) +[WARN] step=127937 skipped: non-finite grad (total_norm=inf, total skips=22642) +[WARN] step=127938 skipped: non-finite grad (total_norm=inf, total skips=22643) +[WARN] step=127939 skipped: non-finite grad (total_norm=nan, total skips=22644) +[WARN] step=127940 skipped: non-finite grad (total_norm=inf, total skips=22645) +[WARN] step=127941 skipped: non-finite grad (total_norm=inf, total skips=22646) +[WARN] step=127942 skipped: non-finite grad (total_norm=inf, total skips=22647) +[WARN] step=127943 skipped: non-finite grad (total_norm=inf, total skips=22648) +[WARN] step=127944 skipped: non-finite grad (total_norm=inf, total skips=22649) +[WARN] step=127945 skipped: non-finite grad (total_norm=nan, total skips=22650) +[WARN] step=127946 skipped: non-finite grad (total_norm=inf, total skips=22651) +[WARN] 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skips=22835) +[WARN] step=128131 skipped: non-finite grad (total_norm=nan, total skips=22836) +[WARN] step=128132 skipped: non-finite grad (total_norm=inf, total skips=22837) +[WARN] step=128133 skipped: non-finite grad (total_norm=inf, total skips=22838) +[WARN] step=128134 skipped: non-finite grad (total_norm=inf, total skips=22839) +[WARN] step=128135 skipped: non-finite grad (total_norm=inf, total skips=22840) +[WARN] step=128136 skipped: non-finite grad (total_norm=nan, total skips=22841) +[WARN] step=128137 skipped: non-finite grad (total_norm=inf, total skips=22842) +[WARN] step=128138 skipped: non-finite grad (total_norm=inf, total skips=22843) +[WARN] step=128139 skipped: non-finite grad (total_norm=inf, total skips=22844) +[WARN] step=128140 skipped: non-finite grad (total_norm=inf, total skips=22845) +[WARN] step=128141 skipped: non-finite grad (total_norm=inf, total skips=22846) +[WARN] step=128142 skipped: non-finite grad (total_norm=inf, total skips=22847) +[WARN] 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(total_norm=inf, total skips=22872) +[WARN] step=128168 skipped: non-finite grad (total_norm=nan, total skips=22873) +[WARN] step=128169 skipped: non-finite grad (total_norm=inf, total skips=22874) +[WARN] step=128170 skipped: non-finite grad (total_norm=inf, total skips=22875) +[WARN] step=128171 skipped: non-finite grad (total_norm=inf, total skips=22876) +[WARN] step=128172 skipped: non-finite grad (total_norm=inf, total skips=22877) +[WARN] step=128173 skipped: non-finite grad (total_norm=nan, total skips=22878) +[WARN] step=128174 skipped: non-finite grad (total_norm=nan, total skips=22879) +[WARN] step=128175 skipped: non-finite grad (total_norm=nan, total skips=22880) +[WARN] step=128176 skipped: non-finite grad (total_norm=inf, total skips=22881) +[WARN] step=128177 skipped: non-finite grad (total_norm=inf, total skips=22882) +[WARN] step=128178 skipped: non-finite grad (total_norm=inf, total skips=22883) +[WARN] step=128179 skipped: non-finite grad (total_norm=nan, total skips=22884) +[WARN] step=128180 skipped: non-finite grad (total_norm=inf, total skips=22885) +[WARN] step=128181 skipped: non-finite grad (total_norm=inf, total skips=22886) +[WARN] step=128182 skipped: non-finite grad (total_norm=inf, total skips=22887) +[WARN] step=128183 skipped: non-finite grad (total_norm=nan, total skips=22888) +[WARN] step=128184 skipped: non-finite grad (total_norm=inf, total skips=22889) +[WARN] step=128185 skipped: non-finite grad (total_norm=inf, total skips=22890) +[WARN] step=128186 skipped: non-finite grad (total_norm=inf, total skips=22891) +[WARN] step=128187 skipped: non-finite grad (total_norm=inf, total skips=22892) +[WARN] step=128188 skipped: non-finite grad (total_norm=inf, total skips=22893) +[WARN] step=128189 skipped: non-finite grad (total_norm=nan, total skips=22894) +[WARN] step=128190 skipped: non-finite grad (total_norm=inf, total skips=22895) +[WARN] step=128191 skipped: non-finite grad (total_norm=nan, total skips=22896) +[WARN] step=128192 skipped: non-finite grad (total_norm=nan, total skips=22897) +[WARN] step=128193 skipped: non-finite grad (total_norm=inf, total skips=22898) +[WARN] step=128194 skipped: non-finite grad (total_norm=nan, total skips=22899) +[WARN] step=128195 skipped: non-finite grad (total_norm=inf, total skips=22900) +[WARN] step=128196 skipped: non-finite grad (total_norm=nan, total skips=22901) +[WARN] step=128197 skipped: non-finite grad (total_norm=inf, total skips=22902) +[WARN] step=128198 skipped: non-finite grad (total_norm=inf, total skips=22903) +[WARN] step=128199 skipped: non-finite grad (total_norm=inf, total skips=22904) +[WARN] step=128200 skipped: non-finite grad (total_norm=inf, total skips=22905) +[WARN] step=128201 skipped: non-finite grad (total_norm=nan, total skips=22906) +[WARN] step=128202 skipped: non-finite grad (total_norm=inf, total skips=22907) +[WARN] step=128203 skipped: non-finite grad (total_norm=nan, total skips=22908) +[WARN] step=128204 skipped: 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skips=22933) +[WARN] step=128229 skipped: non-finite grad (total_norm=nan, total skips=22934) +[WARN] step=128230 skipped: non-finite grad (total_norm=inf, total skips=22935) +[WARN] step=128231 skipped: non-finite grad (total_norm=inf, total skips=22936) +[WARN] step=128232 skipped: non-finite grad (total_norm=inf, total skips=22937) +[WARN] step=128233 skipped: non-finite grad (total_norm=inf, total skips=22938) +[WARN] step=128234 skipped: non-finite grad (total_norm=inf, total skips=22939) +[WARN] step=128235 skipped: non-finite grad (total_norm=inf, total skips=22940) +[WARN] step=128236 skipped: non-finite grad (total_norm=inf, total skips=22941) +[WARN] step=128237 skipped: non-finite grad (total_norm=inf, total skips=22942) +[WARN] step=128238 skipped: non-finite grad (total_norm=inf, total skips=22943) +[WARN] step=128239 skipped: non-finite grad (total_norm=nan, total skips=22944) +[WARN] step=128240 skipped: non-finite grad (total_norm=inf, total skips=22945) +[WARN] 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skips=22982) +[WARN] step=128278 skipped: non-finite grad (total_norm=inf, total skips=22983) +[WARN] step=128279 skipped: non-finite grad (total_norm=nan, total skips=22984) +[WARN] step=128280 skipped: non-finite grad (total_norm=inf, total skips=22985) +[WARN] step=128281 skipped: non-finite grad (total_norm=inf, total skips=22986) +[WARN] step=128282 skipped: non-finite grad (total_norm=inf, total skips=22987) +[WARN] step=128283 skipped: non-finite grad (total_norm=inf, total skips=22988) +[WARN] step=128284 skipped: non-finite grad (total_norm=inf, total skips=22989) +[WARN] step=128285 skipped: non-finite grad (total_norm=inf, total skips=22990) +[WARN] step=128286 skipped: non-finite grad (total_norm=inf, total skips=22991) +[WARN] step=128287 skipped: non-finite grad (total_norm=inf, total skips=22992) +[WARN] step=128288 skipped: non-finite grad (total_norm=inf, total skips=22993) +[WARN] step=128289 skipped: non-finite grad (total_norm=inf, total skips=22994) +[WARN] 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skips=23031) +[WARN] step=128327 skipped: non-finite grad (total_norm=inf, total skips=23032) +[WARN] step=128328 skipped: non-finite grad (total_norm=nan, total skips=23033) +[WARN] step=128329 skipped: non-finite grad (total_norm=inf, total skips=23034) +[WARN] step=128330 skipped: non-finite grad (total_norm=inf, total skips=23035) +[WARN] step=128331 skipped: non-finite grad (total_norm=inf, total skips=23036) +[WARN] step=128332 skipped: non-finite grad (total_norm=inf, total skips=23037) +[WARN] step=128333 skipped: non-finite grad (total_norm=inf, total skips=23038) +[WARN] step=128334 skipped: non-finite grad (total_norm=inf, total skips=23039) +[WARN] step=128335 skipped: non-finite grad (total_norm=inf, total skips=23040) +[WARN] step=128336 skipped: non-finite grad (total_norm=nan, total skips=23041) +[WARN] step=128337 skipped: non-finite grad (total_norm=inf, total skips=23042) +[WARN] step=128338 skipped: non-finite grad (total_norm=nan, total skips=23043) +[WARN] 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skips=23080) +[WARN] step=128376 skipped: non-finite grad (total_norm=nan, total skips=23081) +[WARN] step=128377 skipped: non-finite grad (total_norm=inf, total skips=23082) +[WARN] step=128378 skipped: non-finite grad (total_norm=inf, total skips=23083) +[WARN] step=128379 skipped: non-finite grad (total_norm=nan, total skips=23084) +[WARN] step=128380 skipped: non-finite grad (total_norm=nan, total skips=23085) +[WARN] step=128381 skipped: non-finite grad (total_norm=inf, total skips=23086) +[WARN] step=128382 skipped: non-finite grad (total_norm=inf, total skips=23087) +[WARN] step=128383 skipped: non-finite grad (total_norm=inf, total skips=23088) +[WARN] step=128384 skipped: non-finite grad (total_norm=inf, total skips=23089) +[WARN] step=128385 skipped: non-finite grad (total_norm=inf, total skips=23090) +[WARN] step=128386 skipped: non-finite grad (total_norm=inf, total skips=23091) +[WARN] step=128387 skipped: non-finite grad (total_norm=inf, total skips=23092) +[WARN] 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skips=23129) +[WARN] step=128425 skipped: non-finite grad (total_norm=nan, total skips=23130) +[WARN] step=128426 skipped: non-finite grad (total_norm=nan, total skips=23131) +[WARN] step=128427 skipped: non-finite grad (total_norm=inf, total skips=23132) +[WARN] step=128428 skipped: non-finite grad (total_norm=inf, total skips=23133) +[WARN] step=128429 skipped: non-finite grad (total_norm=inf, total skips=23134) +[WARN] step=128430 skipped: non-finite grad (total_norm=nan, total skips=23135) +[WARN] step=128431 skipped: non-finite grad (total_norm=nan, total skips=23136) +[WARN] step=128432 skipped: non-finite grad (total_norm=inf, total skips=23137) +[WARN] step=128433 skipped: non-finite grad (total_norm=inf, total skips=23138) +[WARN] step=128434 skipped: non-finite grad (total_norm=inf, total skips=23139) +[WARN] step=128435 skipped: non-finite grad (total_norm=nan, total skips=23140) +[WARN] step=128436 skipped: non-finite grad (total_norm=nan, total skips=23141) +[WARN] 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skips=23178) +[WARN] step=128474 skipped: non-finite grad (total_norm=inf, total skips=23179) +[WARN] step=128475 skipped: non-finite grad (total_norm=inf, total skips=23180) +[WARN] step=128476 skipped: non-finite grad (total_norm=inf, total skips=23181) +[WARN] step=128477 skipped: non-finite grad (total_norm=inf, total skips=23182) +[WARN] step=128478 skipped: non-finite grad (total_norm=inf, total skips=23183) +[WARN] step=128479 skipped: non-finite grad (total_norm=inf, total skips=23184) +[WARN] step=128480 skipped: non-finite grad (total_norm=inf, total skips=23185) +[WARN] step=128481 skipped: non-finite grad (total_norm=inf, total skips=23186) +[WARN] step=128482 skipped: non-finite grad (total_norm=nan, total skips=23187) +[WARN] step=128483 skipped: non-finite grad (total_norm=inf, total skips=23188) +[WARN] step=128484 skipped: non-finite grad (total_norm=nan, total skips=23189) +[WARN] step=128485 skipped: non-finite grad (total_norm=inf, total skips=23190) +[WARN] 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skips=23227) +[WARN] step=128523 skipped: non-finite grad (total_norm=inf, total skips=23228) +[WARN] step=128524 skipped: non-finite grad (total_norm=inf, total skips=23229) +[WARN] step=128525 skipped: non-finite grad (total_norm=nan, total skips=23230) +[WARN] step=128526 skipped: non-finite grad (total_norm=inf, total skips=23231) +[WARN] step=128527 skipped: non-finite grad (total_norm=inf, total skips=23232) +[WARN] step=128528 skipped: non-finite grad (total_norm=inf, total skips=23233) +[WARN] step=128529 skipped: non-finite grad (total_norm=nan, total skips=23234) +[WARN] step=128530 skipped: non-finite grad (total_norm=inf, total skips=23235) +[WARN] step=128531 skipped: non-finite grad (total_norm=nan, total skips=23236) +[WARN] step=128532 skipped: non-finite grad (total_norm=inf, total skips=23237) +[WARN] step=128533 skipped: non-finite grad (total_norm=nan, total skips=23238) +[WARN] step=128534 skipped: non-finite grad (total_norm=nan, total skips=23239) +[WARN] 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skips=23325) +[WARN] step=128621 skipped: non-finite grad (total_norm=inf, total skips=23326) +[WARN] step=128622 skipped: non-finite grad (total_norm=inf, total skips=23327) +[WARN] step=128623 skipped: non-finite grad (total_norm=inf, total skips=23328) +[WARN] step=128624 skipped: non-finite grad (total_norm=inf, total skips=23329) +[WARN] step=128625 skipped: non-finite grad (total_norm=inf, total skips=23330) +[WARN] step=128626 skipped: non-finite grad (total_norm=inf, total skips=23331) +[WARN] step=128627 skipped: non-finite grad (total_norm=inf, total skips=23332) +[WARN] step=128628 skipped: non-finite grad (total_norm=inf, total skips=23333) +[WARN] step=128629 skipped: non-finite grad (total_norm=inf, total skips=23334) +[WARN] step=128630 skipped: non-finite grad (total_norm=nan, total skips=23335) +[WARN] step=128631 skipped: non-finite grad (total_norm=inf, total skips=23336) +[WARN] step=128632 skipped: non-finite grad (total_norm=nan, total skips=23337) +[WARN] 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skips=23374) +[WARN] step=128670 skipped: non-finite grad (total_norm=inf, total skips=23375) +[WARN] step=128671 skipped: non-finite grad (total_norm=inf, total skips=23376) +[WARN] step=128672 skipped: non-finite grad (total_norm=nan, total skips=23377) +[WARN] step=128673 skipped: non-finite grad (total_norm=inf, total skips=23378) +[WARN] step=128674 skipped: non-finite grad (total_norm=inf, total skips=23379) +[WARN] step=128675 skipped: non-finite grad (total_norm=nan, total skips=23380) +[WARN] step=128676 skipped: non-finite grad (total_norm=inf, total skips=23381) +[WARN] step=128677 skipped: non-finite grad (total_norm=inf, total skips=23382) +[WARN] step=128678 skipped: non-finite grad (total_norm=inf, total skips=23383) +[WARN] step=128679 skipped: non-finite grad (total_norm=inf, total skips=23384) +[WARN] step=128680 skipped: non-finite grad (total_norm=inf, total skips=23385) +[WARN] step=128681 skipped: non-finite grad (total_norm=nan, total skips=23386) +[WARN] 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(total_norm=inf, total skips=23411) +[WARN] step=128707 skipped: non-finite grad (total_norm=inf, total skips=23412) +[WARN] step=128708 skipped: non-finite grad (total_norm=nan, total skips=23413) +[WARN] step=128709 skipped: non-finite grad (total_norm=inf, total skips=23414) +[WARN] step=128710 skipped: non-finite grad (total_norm=inf, total skips=23415) +[WARN] step=128711 skipped: non-finite grad (total_norm=nan, total skips=23416) +[WARN] step=128712 skipped: non-finite grad (total_norm=nan, total skips=23417) +[WARN] step=128713 skipped: non-finite grad (total_norm=inf, total skips=23418) +[WARN] step=128714 skipped: non-finite grad (total_norm=nan, total skips=23419) +[WARN] step=128715 skipped: non-finite grad (total_norm=inf, total skips=23420) +[WARN] step=128716 skipped: non-finite grad (total_norm=inf, total skips=23421) +[WARN] step=128717 skipped: non-finite grad (total_norm=inf, total skips=23422) +[WARN] step=128718 skipped: non-finite grad (total_norm=nan, total skips=23423) +[WARN] step=128719 skipped: non-finite grad (total_norm=inf, total skips=23424) +[WARN] step=128720 skipped: non-finite grad (total_norm=nan, total skips=23425) +[WARN] step=128721 skipped: non-finite grad (total_norm=inf, total skips=23426) +[WARN] step=128722 skipped: non-finite grad (total_norm=inf, total skips=23427) +[WARN] step=128723 skipped: non-finite grad (total_norm=inf, total skips=23428) +[WARN] step=128724 skipped: non-finite grad (total_norm=inf, total skips=23429) +[WARN] step=128725 skipped: non-finite grad (total_norm=nan, total skips=23430) +[WARN] step=128726 skipped: non-finite grad (total_norm=inf, total skips=23431) +[WARN] step=128727 skipped: non-finite grad (total_norm=inf, total skips=23432) +[WARN] step=128728 skipped: non-finite grad (total_norm=inf, total skips=23433) +[WARN] step=128729 skipped: non-finite grad (total_norm=nan, total skips=23434) +[WARN] step=128730 skipped: non-finite grad (total_norm=nan, total skips=23435) +[WARN] 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skips=23472) +[WARN] step=128768 skipped: non-finite grad (total_norm=nan, total skips=23473) +[WARN] step=128769 skipped: non-finite grad (total_norm=inf, total skips=23474) +[WARN] step=128770 skipped: non-finite grad (total_norm=inf, total skips=23475) +[WARN] step=128771 skipped: non-finite grad (total_norm=inf, total skips=23476) +[WARN] step=128772 skipped: non-finite grad (total_norm=inf, total skips=23477) +[WARN] step=128773 skipped: non-finite grad (total_norm=inf, total skips=23478) +[WARN] step=128774 skipped: non-finite grad (total_norm=nan, total skips=23479) +[WARN] step=128775 skipped: non-finite grad (total_norm=inf, total skips=23480) +[WARN] step=128776 skipped: non-finite grad (total_norm=nan, total skips=23481) +[WARN] step=128777 skipped: non-finite grad (total_norm=inf, total skips=23482) +[WARN] step=128778 skipped: non-finite grad (total_norm=inf, total skips=23483) +[WARN] step=128779 skipped: non-finite grad (total_norm=inf, total skips=23484) +[WARN] 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skips=23521) +[WARN] step=128817 skipped: non-finite grad (total_norm=inf, total skips=23522) +[WARN] step=128818 skipped: non-finite grad (total_norm=inf, total skips=23523) +[WARN] step=128819 skipped: non-finite grad (total_norm=nan, total skips=23524) +[WARN] step=128820 skipped: non-finite grad (total_norm=inf, total skips=23525) +[WARN] step=128821 skipped: non-finite grad (total_norm=inf, total skips=23526) +[WARN] step=128822 skipped: non-finite grad (total_norm=inf, total skips=23527) +[WARN] step=128823 skipped: non-finite grad (total_norm=nan, total skips=23528) +[WARN] step=128824 skipped: non-finite grad (total_norm=inf, total skips=23529) +[WARN] step=128825 skipped: non-finite grad (total_norm=inf, total skips=23530) +[WARN] step=128826 skipped: non-finite grad (total_norm=nan, total skips=23531) +[WARN] step=128827 skipped: non-finite grad (total_norm=nan, total skips=23532) +[WARN] step=128828 skipped: non-finite grad (total_norm=nan, total skips=23533) +[WARN] 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skips=23619) +[WARN] step=128915 skipped: non-finite grad (total_norm=nan, total skips=23620) +[WARN] step=128916 skipped: non-finite grad (total_norm=inf, total skips=23621) +[WARN] step=128917 skipped: non-finite grad (total_norm=inf, total skips=23622) +[WARN] step=128918 skipped: non-finite grad (total_norm=inf, total skips=23623) +[WARN] step=128919 skipped: non-finite grad (total_norm=inf, total skips=23624) +[WARN] step=128920 skipped: non-finite grad (total_norm=nan, total skips=23625) +[WARN] step=128921 skipped: non-finite grad (total_norm=nan, total skips=23626) +[WARN] step=128922 skipped: non-finite grad (total_norm=nan, total skips=23627) +[WARN] step=128923 skipped: non-finite grad (total_norm=nan, total skips=23628) +[WARN] step=128924 skipped: non-finite grad (total_norm=inf, total skips=23629) +[WARN] step=128925 skipped: non-finite grad (total_norm=inf, total skips=23630) +[WARN] step=128926 skipped: non-finite grad (total_norm=nan, total skips=23631) +[WARN] 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skips=23668) +[WARN] step=128964 skipped: non-finite grad (total_norm=inf, total skips=23669) +[WARN] step=128965 skipped: non-finite grad (total_norm=nan, total skips=23670) +[WARN] step=128966 skipped: non-finite grad (total_norm=inf, total skips=23671) +[WARN] step=128967 skipped: non-finite grad (total_norm=nan, total skips=23672) +[WARN] step=128968 skipped: non-finite grad (total_norm=nan, total skips=23673) +[WARN] step=128969 skipped: non-finite grad (total_norm=nan, total skips=23674) +[WARN] step=128970 skipped: non-finite grad (total_norm=inf, total skips=23675) +[WARN] step=128971 skipped: non-finite grad (total_norm=inf, total skips=23676) +[WARN] step=128972 skipped: non-finite grad (total_norm=nan, total skips=23677) +[WARN] step=128973 skipped: non-finite grad (total_norm=nan, total skips=23678) +[WARN] step=128974 skipped: non-finite grad (total_norm=nan, total skips=23679) +[WARN] step=128975 skipped: non-finite grad (total_norm=inf, total skips=23680) +[WARN] 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skips=23717) +[WARN] step=129013 skipped: non-finite grad (total_norm=inf, total skips=23718) +[WARN] step=129014 skipped: non-finite grad (total_norm=inf, total skips=23719) +[WARN] step=129015 skipped: non-finite grad (total_norm=inf, total skips=23720) +[WARN] step=129016 skipped: non-finite grad (total_norm=nan, total skips=23721) +[WARN] step=129017 skipped: non-finite grad (total_norm=nan, total skips=23722) +[WARN] step=129018 skipped: non-finite grad (total_norm=nan, total skips=23723) +[WARN] step=129019 skipped: non-finite grad (total_norm=inf, total skips=23724) +[WARN] step=129020 skipped: non-finite grad (total_norm=nan, total skips=23725) +[WARN] step=129021 skipped: non-finite grad (total_norm=inf, total skips=23726) +[WARN] step=129022 skipped: non-finite grad (total_norm=inf, total skips=23727) +[WARN] step=129023 skipped: non-finite grad (total_norm=inf, total skips=23728) +[WARN] step=129024 skipped: non-finite grad (total_norm=inf, total skips=23729) +[WARN] 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skips=23766) +[WARN] step=129062 skipped: non-finite grad (total_norm=nan, total skips=23767) +[WARN] step=129063 skipped: non-finite grad (total_norm=inf, total skips=23768) +[WARN] step=129064 skipped: non-finite grad (total_norm=inf, total skips=23769) +[WARN] step=129065 skipped: non-finite grad (total_norm=inf, total skips=23770) +[WARN] step=129066 skipped: non-finite grad (total_norm=inf, total skips=23771) +[WARN] step=129067 skipped: non-finite grad (total_norm=inf, total skips=23772) +[WARN] step=129068 skipped: non-finite grad (total_norm=nan, total skips=23773) +[WARN] step=129069 skipped: non-finite grad (total_norm=inf, total skips=23774) +[WARN] step=129070 skipped: non-finite grad (total_norm=nan, total skips=23775) +[WARN] step=129071 skipped: non-finite grad (total_norm=nan, total skips=23776) +[WARN] step=129072 skipped: non-finite grad (total_norm=inf, total skips=23777) +[WARN] step=129073 skipped: non-finite grad (total_norm=inf, total skips=23778) +[WARN] 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skips=23815) +[WARN] step=129111 skipped: non-finite grad (total_norm=inf, total skips=23816) +[WARN] step=129112 skipped: non-finite grad (total_norm=nan, total skips=23817) +[WARN] step=129113 skipped: non-finite grad (total_norm=inf, total skips=23818) +[WARN] step=129114 skipped: non-finite grad (total_norm=nan, total skips=23819) +[WARN] step=129115 skipped: non-finite grad (total_norm=nan, total skips=23820) +[WARN] step=129116 skipped: non-finite grad (total_norm=inf, total skips=23821) +[WARN] step=129117 skipped: non-finite grad (total_norm=inf, total skips=23822) +[WARN] step=129118 skipped: non-finite grad (total_norm=inf, total skips=23823) +[WARN] step=129119 skipped: non-finite grad (total_norm=inf, total skips=23824) +[WARN] step=129120 skipped: non-finite grad (total_norm=inf, total skips=23825) +[WARN] step=129121 skipped: non-finite grad (total_norm=inf, total skips=23826) +[WARN] step=129122 skipped: non-finite grad (total_norm=inf, total skips=23827) +[WARN] 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(total_norm=inf, total skips=23852) +[WARN] step=129148 skipped: non-finite grad (total_norm=inf, total skips=23853) +[WARN] step=129149 skipped: non-finite grad (total_norm=inf, total skips=23854) +[WARN] step=129150 skipped: non-finite grad (total_norm=inf, total skips=23855) +[WARN] step=129151 skipped: non-finite grad (total_norm=nan, total skips=23856) +[WARN] step=129152 skipped: non-finite grad (total_norm=inf, total skips=23857) +[WARN] step=129153 skipped: non-finite grad (total_norm=inf, total skips=23858) +[WARN] step=129154 skipped: non-finite grad (total_norm=nan, total skips=23859) +[WARN] step=129155 skipped: non-finite grad (total_norm=inf, total skips=23860) +[WARN] step=129156 skipped: non-finite grad (total_norm=nan, total skips=23861) +[WARN] step=129157 skipped: non-finite grad (total_norm=inf, total skips=23862) +[WARN] step=129158 skipped: non-finite grad (total_norm=inf, total skips=23863) +[WARN] step=129159 skipped: non-finite grad (total_norm=nan, total skips=23864) +[WARN] step=129160 skipped: non-finite grad (total_norm=nan, total skips=23865) +[WARN] step=129161 skipped: non-finite grad (total_norm=inf, total skips=23866) +[WARN] step=129162 skipped: non-finite grad (total_norm=nan, total skips=23867) +[WARN] step=129163 skipped: non-finite grad (total_norm=inf, total skips=23868) +[WARN] step=129164 skipped: non-finite grad (total_norm=inf, total skips=23869) +[WARN] step=129165 skipped: non-finite grad (total_norm=inf, total skips=23870) +[WARN] step=129166 skipped: non-finite grad (total_norm=nan, total skips=23871) +[WARN] step=129167 skipped: non-finite grad (total_norm=inf, total skips=23872) +[WARN] step=129168 skipped: non-finite grad (total_norm=inf, total skips=23873) +[WARN] step=129169 skipped: non-finite grad (total_norm=inf, total skips=23874) +[WARN] step=129170 skipped: non-finite grad (total_norm=inf, total skips=23875) +[WARN] step=129171 skipped: non-finite grad (total_norm=inf, total skips=23876) +[WARN] step=129172 skipped: non-finite grad (total_norm=nan, total skips=23877) +[WARN] step=129173 skipped: non-finite grad (total_norm=nan, total skips=23878) +[WARN] step=129174 skipped: non-finite grad (total_norm=inf, total skips=23879) +[WARN] step=129175 skipped: non-finite grad (total_norm=inf, total skips=23880) +[WARN] step=129176 skipped: non-finite grad (total_norm=inf, total skips=23881) +[WARN] step=129177 skipped: non-finite grad (total_norm=inf, total skips=23882) +[WARN] step=129178 skipped: non-finite grad (total_norm=inf, total skips=23883) +[WARN] step=129179 skipped: non-finite grad (total_norm=nan, total skips=23884) +[WARN] step=129180 skipped: non-finite grad (total_norm=nan, total skips=23885) +[WARN] step=129181 skipped: non-finite grad (total_norm=inf, total skips=23886) +[WARN] step=129182 skipped: non-finite grad (total_norm=inf, total skips=23887) +[WARN] step=129183 skipped: non-finite grad (total_norm=nan, total skips=23888) +[WARN] step=129184 skipped: 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(total_norm=nan, total skips=23901) +[WARN] step=129197 skipped: non-finite grad (total_norm=inf, total skips=23902) +[WARN] step=129198 skipped: non-finite grad (total_norm=inf, total skips=23903) +[WARN] step=129199 skipped: non-finite grad (total_norm=nan, total skips=23904) +[WARN] step=129200 skipped: non-finite grad (total_norm=inf, total skips=23905) +[WARN] step=129201 skipped: non-finite grad (total_norm=nan, total skips=23906) +[WARN] step=129202 skipped: non-finite grad (total_norm=inf, total skips=23907) +[WARN] step=129203 skipped: non-finite grad (total_norm=inf, total skips=23908) +[WARN] step=129204 skipped: non-finite grad (total_norm=nan, total skips=23909) +[WARN] step=129205 skipped: non-finite grad (total_norm=inf, total skips=23910) +[WARN] step=129206 skipped: non-finite grad (total_norm=nan, total skips=23911) +[WARN] step=129207 skipped: non-finite grad (total_norm=nan, total skips=23912) +[WARN] step=129208 skipped: non-finite grad (total_norm=nan, total skips=23913) +[WARN] step=129209 skipped: non-finite grad (total_norm=inf, total skips=23914) +[WARN] step=129210 skipped: non-finite grad (total_norm=nan, total skips=23915) +[WARN] step=129211 skipped: non-finite grad (total_norm=nan, total skips=23916) +[WARN] step=129212 skipped: non-finite grad (total_norm=nan, total skips=23917) +[WARN] step=129213 skipped: non-finite grad (total_norm=inf, total skips=23918) +[WARN] step=129214 skipped: non-finite grad (total_norm=inf, total skips=23919) +[WARN] step=129215 skipped: non-finite grad (total_norm=nan, total skips=23920) +[WARN] step=129216 skipped: non-finite grad (total_norm=nan, total skips=23921) +[WARN] step=129217 skipped: non-finite grad (total_norm=inf, total skips=23922) +[WARN] step=129218 skipped: non-finite grad (total_norm=inf, total skips=23923) +[WARN] step=129219 skipped: non-finite grad (total_norm=nan, total skips=23924) +[WARN] step=129220 skipped: non-finite grad (total_norm=nan, total skips=23925) +[WARN] step=129221 skipped: non-finite grad (total_norm=inf, total skips=23926) +[WARN] step=129222 skipped: non-finite grad (total_norm=nan, total skips=23927) +[WARN] step=129223 skipped: non-finite grad (total_norm=inf, total skips=23928) +[WARN] step=129224 skipped: non-finite grad (total_norm=inf, total skips=23929) +[WARN] step=129225 skipped: non-finite grad (total_norm=nan, total skips=23930) +[WARN] step=129226 skipped: non-finite grad (total_norm=inf, total skips=23931) +[WARN] step=129227 skipped: non-finite grad (total_norm=nan, total skips=23932) +[WARN] step=129228 skipped: non-finite grad (total_norm=nan, total skips=23933) +[WARN] step=129229 skipped: non-finite grad (total_norm=inf, total skips=23934) +[WARN] step=129230 skipped: non-finite grad (total_norm=inf, total skips=23935) +[WARN] step=129231 skipped: non-finite grad (total_norm=inf, total skips=23936) +[WARN] step=129232 skipped: non-finite grad (total_norm=inf, total skips=23937) +[WARN] step=129233 skipped: non-finite grad (total_norm=inf, total skips=23938) +[WARN] step=129234 skipped: non-finite grad (total_norm=nan, total skips=23939) +[WARN] step=129235 skipped: non-finite grad (total_norm=nan, total skips=23940) +[WARN] step=129236 skipped: non-finite grad (total_norm=inf, total skips=23941) +[WARN] step=129237 skipped: non-finite grad (total_norm=inf, total skips=23942) +[WARN] step=129238 skipped: non-finite grad (total_norm=nan, total skips=23943) +[WARN] step=129239 skipped: non-finite grad (total_norm=inf, total skips=23944) +[WARN] step=129240 skipped: non-finite grad (total_norm=inf, total skips=23945) +[WARN] step=129241 skipped: non-finite grad (total_norm=inf, total skips=23946) +[WARN] step=129242 skipped: non-finite grad (total_norm=inf, total skips=23947) +[WARN] step=129243 skipped: non-finite grad (total_norm=inf, total skips=23948) +[WARN] step=129244 skipped: non-finite grad (total_norm=inf, total skips=23949) +[WARN] step=129245 skipped: non-finite grad (total_norm=inf, total skips=23950) +[WARN] step=129246 skipped: non-finite grad (total_norm=nan, total skips=23951) +[WARN] step=129247 skipped: non-finite grad (total_norm=inf, total skips=23952) +[WARN] step=129248 skipped: non-finite grad (total_norm=nan, total skips=23953) +[WARN] step=129249 skipped: non-finite grad (total_norm=nan, total skips=23954) +[WARN] step=129250 skipped: non-finite grad (total_norm=inf, total skips=23955) +[WARN] step=129251 skipped: non-finite grad (total_norm=nan, total skips=23956) +[WARN] step=129252 skipped: non-finite grad (total_norm=nan, total skips=23957) +[WARN] step=129253 skipped: non-finite grad (total_norm=nan, total skips=23958) +[WARN] step=129254 skipped: non-finite grad (total_norm=inf, total skips=23959) +[WARN] step=129255 skipped: non-finite grad (total_norm=inf, total skips=23960) +[WARN] step=129256 skipped: non-finite grad (total_norm=nan, total skips=23961) +[WARN] step=129257 skipped: non-finite grad (total_norm=nan, total skips=23962) +[WARN] step=129258 skipped: non-finite grad (total_norm=inf, total skips=23963) +[WARN] step=129259 skipped: non-finite grad (total_norm=nan, total skips=23964) +[WARN] step=129260 skipped: non-finite grad (total_norm=inf, total skips=23965) +[WARN] step=129261 skipped: non-finite grad (total_norm=inf, total skips=23966) +[WARN] step=129262 skipped: non-finite grad (total_norm=inf, total skips=23967) +[WARN] step=129263 skipped: non-finite grad (total_norm=inf, total skips=23968) +[WARN] step=129264 skipped: non-finite grad (total_norm=inf, total skips=23969) +[WARN] step=129265 skipped: non-finite grad (total_norm=nan, total skips=23970) +[WARN] step=129266 skipped: non-finite grad (total_norm=inf, total skips=23971) +[WARN] step=129267 skipped: non-finite grad (total_norm=inf, total skips=23972) +[WARN] step=129268 skipped: non-finite grad (total_norm=nan, total skips=23973) +[WARN] step=129269 skipped: non-finite grad (total_norm=inf, total skips=23974) +[WARN] step=129270 skipped: non-finite grad (total_norm=inf, total skips=23975) +[WARN] step=129271 skipped: non-finite grad (total_norm=inf, total skips=23976) +[WARN] step=129272 skipped: non-finite grad (total_norm=inf, total skips=23977) +[WARN] step=129273 skipped: non-finite grad (total_norm=inf, total skips=23978) +[WARN] step=129274 skipped: non-finite grad (total_norm=inf, total skips=23979) +[WARN] step=129275 skipped: non-finite grad (total_norm=inf, total skips=23980) +[WARN] step=129276 skipped: non-finite grad (total_norm=inf, total skips=23981) +[WARN] step=129277 skipped: non-finite grad (total_norm=inf, total skips=23982) +[WARN] step=129278 skipped: non-finite grad (total_norm=inf, total skips=23983) +[WARN] step=129279 skipped: non-finite grad (total_norm=nan, total skips=23984) +[WARN] step=129280 skipped: non-finite grad (total_norm=nan, total skips=23985) +[WARN] step=129281 skipped: non-finite grad (total_norm=inf, total skips=23986) +[WARN] step=129282 skipped: 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(total_norm=inf, total skips=23999) +[WARN] step=129295 skipped: non-finite grad (total_norm=inf, total skips=24000) +[WARN] step=129296 skipped: non-finite grad (total_norm=inf, total skips=24001) +[WARN] step=129297 skipped: non-finite grad (total_norm=inf, total skips=24002) +[WARN] step=129298 skipped: non-finite grad (total_norm=inf, total skips=24003) +[WARN] step=129299 skipped: non-finite grad (total_norm=inf, total skips=24004) +[WARN] step=129300 skipped: non-finite grad (total_norm=inf, total skips=24005) +[WARN] step=129301 skipped: non-finite grad (total_norm=inf, total skips=24006) +[WARN] step=129302 skipped: non-finite grad (total_norm=inf, total skips=24007) +[WARN] step=129303 skipped: non-finite grad (total_norm=inf, total skips=24008) +[WARN] step=129304 skipped: non-finite grad (total_norm=inf, total skips=24009) +[WARN] step=129305 skipped: non-finite grad (total_norm=inf, total skips=24010) +[WARN] step=129306 skipped: non-finite grad (total_norm=nan, total skips=24011) +[WARN] step=129307 skipped: non-finite grad (total_norm=inf, total skips=24012) +[WARN] step=129308 skipped: non-finite grad (total_norm=nan, total skips=24013) +[WARN] step=129309 skipped: non-finite grad (total_norm=inf, total skips=24014) +[WARN] step=129310 skipped: non-finite grad (total_norm=inf, total skips=24015) +[WARN] step=129311 skipped: non-finite grad (total_norm=inf, total skips=24016) +[WARN] step=129312 skipped: non-finite grad (total_norm=inf, total skips=24017) +[WARN] step=129313 skipped: non-finite grad (total_norm=nan, total skips=24018) +[WARN] step=129314 skipped: non-finite grad (total_norm=inf, total skips=24019) +[WARN] step=129315 skipped: non-finite grad (total_norm=nan, total skips=24020) +[WARN] step=129316 skipped: non-finite grad (total_norm=inf, total skips=24021) +[WARN] step=129317 skipped: non-finite grad (total_norm=inf, total skips=24022) +[WARN] step=129318 skipped: non-finite grad (total_norm=nan, total skips=24023) +[WARN] step=129319 skipped: non-finite grad (total_norm=nan, total skips=24024) +[WARN] step=129320 skipped: non-finite grad (total_norm=nan, total skips=24025) +[WARN] step=129321 skipped: non-finite grad (total_norm=inf, total skips=24026) +[WARN] step=129322 skipped: non-finite grad (total_norm=inf, total skips=24027) +[WARN] step=129323 skipped: non-finite grad (total_norm=nan, total skips=24028) +[WARN] step=129324 skipped: non-finite grad (total_norm=nan, total skips=24029) +[WARN] step=129325 skipped: non-finite grad (total_norm=inf, total skips=24030) +[WARN] step=129326 skipped: non-finite grad (total_norm=inf, total skips=24031) +[WARN] step=129327 skipped: non-finite grad (total_norm=inf, total skips=24032) +[WARN] step=129328 skipped: non-finite grad (total_norm=inf, total skips=24033) +[WARN] step=129329 skipped: non-finite grad (total_norm=inf, total skips=24034) +[WARN] step=129330 skipped: non-finite grad (total_norm=inf, total skips=24035) +[WARN] step=129331 skipped: 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(total_norm=nan, total skips=24048) +[WARN] step=129344 skipped: non-finite grad (total_norm=nan, total skips=24049) +[WARN] step=129345 skipped: non-finite grad (total_norm=inf, total skips=24050) +[WARN] step=129346 skipped: non-finite grad (total_norm=inf, total skips=24051) +[WARN] step=129347 skipped: non-finite grad (total_norm=inf, total skips=24052) +[WARN] step=129348 skipped: non-finite grad (total_norm=nan, total skips=24053) +[WARN] step=129349 skipped: non-finite grad (total_norm=nan, total skips=24054) +[WARN] step=129350 skipped: non-finite grad (total_norm=inf, total skips=24055) +[WARN] step=129351 skipped: non-finite grad (total_norm=inf, total skips=24056) +[WARN] step=129352 skipped: non-finite grad (total_norm=inf, total skips=24057) +[WARN] step=129353 skipped: non-finite grad (total_norm=inf, total skips=24058) +[WARN] step=129354 skipped: non-finite grad (total_norm=inf, total skips=24059) +[WARN] step=129355 skipped: non-finite grad (total_norm=nan, total skips=24060) +[WARN] step=129356 skipped: non-finite grad (total_norm=inf, total skips=24061) +[WARN] step=129357 skipped: non-finite grad (total_norm=nan, total skips=24062) +[WARN] step=129358 skipped: non-finite grad (total_norm=nan, total skips=24063) +[WARN] step=129359 skipped: non-finite grad (total_norm=inf, total skips=24064) +[WARN] step=129360 skipped: non-finite grad (total_norm=nan, total skips=24065) +[WARN] step=129361 skipped: non-finite grad (total_norm=nan, total skips=24066) +[WARN] step=129362 skipped: non-finite grad (total_norm=nan, total skips=24067) +[WARN] step=129363 skipped: non-finite grad (total_norm=inf, total skips=24068) +[WARN] step=129364 skipped: non-finite grad (total_norm=nan, total skips=24069) +[WARN] step=129365 skipped: non-finite grad (total_norm=inf, total skips=24070) +[WARN] step=129366 skipped: non-finite grad (total_norm=inf, total skips=24071) +[WARN] step=129367 skipped: non-finite grad (total_norm=inf, total skips=24072) +[WARN] 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skips=24109) +[WARN] step=129405 skipped: non-finite grad (total_norm=nan, total skips=24110) +[WARN] step=129406 skipped: non-finite grad (total_norm=inf, total skips=24111) +[WARN] step=129407 skipped: non-finite grad (total_norm=inf, total skips=24112) +[WARN] step=129408 skipped: non-finite grad (total_norm=nan, total skips=24113) +[WARN] step=129409 skipped: non-finite grad (total_norm=nan, total skips=24114) +[WARN] step=129410 skipped: non-finite grad (total_norm=inf, total skips=24115) +[WARN] step=129411 skipped: non-finite grad (total_norm=inf, total skips=24116) +[WARN] step=129412 skipped: non-finite grad (total_norm=nan, total skips=24117) +[WARN] step=129413 skipped: non-finite grad (total_norm=inf, total skips=24118) +[WARN] step=129414 skipped: non-finite grad (total_norm=inf, total skips=24119) +[WARN] step=129415 skipped: non-finite grad (total_norm=inf, total skips=24120) +[WARN] step=129416 skipped: non-finite grad (total_norm=inf, total skips=24121) +[WARN] 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skips=24158) +[WARN] step=129454 skipped: non-finite grad (total_norm=inf, total skips=24159) +[WARN] step=129455 skipped: non-finite grad (total_norm=inf, total skips=24160) +[WARN] step=129456 skipped: non-finite grad (total_norm=nan, total skips=24161) +[WARN] step=129457 skipped: non-finite grad (total_norm=inf, total skips=24162) +[WARN] step=129458 skipped: non-finite grad (total_norm=nan, total skips=24163) +[WARN] step=129459 skipped: non-finite grad (total_norm=inf, total skips=24164) +[WARN] step=129460 skipped: non-finite grad (total_norm=nan, total skips=24165) +[WARN] step=129461 skipped: non-finite grad (total_norm=nan, total skips=24166) +[WARN] step=129462 skipped: non-finite grad (total_norm=nan, total skips=24167) +[WARN] step=129463 skipped: non-finite grad (total_norm=nan, total skips=24168) +[WARN] step=129464 skipped: non-finite grad (total_norm=nan, total skips=24169) +[WARN] step=129465 skipped: non-finite grad (total_norm=nan, total skips=24170) +[WARN] 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skips=24207) +[WARN] step=129503 skipped: non-finite grad (total_norm=inf, total skips=24208) +[WARN] step=129504 skipped: non-finite grad (total_norm=inf, total skips=24209) +[WARN] step=129505 skipped: non-finite grad (total_norm=nan, total skips=24210) +[WARN] step=129506 skipped: non-finite grad (total_norm=inf, total skips=24211) +[WARN] step=129507 skipped: non-finite grad (total_norm=inf, total skips=24212) +[WARN] step=129508 skipped: non-finite grad (total_norm=nan, total skips=24213) +[WARN] step=129509 skipped: non-finite grad (total_norm=inf, total skips=24214) +[WARN] step=129510 skipped: non-finite grad (total_norm=inf, total skips=24215) +[WARN] step=129511 skipped: non-finite grad (total_norm=nan, total skips=24216) +[WARN] step=129512 skipped: non-finite grad (total_norm=inf, total skips=24217) +[WARN] step=129513 skipped: non-finite grad (total_norm=nan, total skips=24218) +[WARN] step=129514 skipped: non-finite grad (total_norm=inf, total skips=24219) +[WARN] 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skips=24256) +[WARN] step=129552 skipped: non-finite grad (total_norm=inf, total skips=24257) +[WARN] step=129553 skipped: non-finite grad (total_norm=nan, total skips=24258) +[WARN] step=129554 skipped: non-finite grad (total_norm=inf, total skips=24259) +[WARN] step=129555 skipped: non-finite grad (total_norm=nan, total skips=24260) +[WARN] step=129556 skipped: non-finite grad (total_norm=inf, total skips=24261) +[WARN] step=129557 skipped: non-finite grad (total_norm=inf, total skips=24262) +[WARN] step=129558 skipped: non-finite grad (total_norm=inf, total skips=24263) +[WARN] step=129559 skipped: non-finite grad (total_norm=inf, total skips=24264) +[WARN] step=129560 skipped: non-finite grad (total_norm=inf, total skips=24265) +[WARN] step=129561 skipped: non-finite grad (total_norm=nan, total skips=24266) +[WARN] step=129562 skipped: non-finite grad (total_norm=nan, total skips=24267) +[WARN] step=129563 skipped: non-finite grad (total_norm=inf, total skips=24268) +[WARN] 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skips=24305) +[WARN] step=129601 skipped: non-finite grad (total_norm=nan, total skips=24306) +[WARN] step=129602 skipped: non-finite grad (total_norm=inf, total skips=24307) +[WARN] step=129603 skipped: non-finite grad (total_norm=inf, total skips=24308) +[WARN] step=129604 skipped: non-finite grad (total_norm=inf, total skips=24309) +[WARN] step=129605 skipped: non-finite grad (total_norm=inf, total skips=24310) +[WARN] step=129606 skipped: non-finite grad (total_norm=inf, total skips=24311) +[WARN] step=129607 skipped: non-finite grad (total_norm=inf, total skips=24312) +[WARN] step=129608 skipped: non-finite grad (total_norm=inf, total skips=24313) +[WARN] step=129609 skipped: non-finite grad (total_norm=nan, total skips=24314) +[WARN] step=129610 skipped: non-finite grad (total_norm=inf, total skips=24315) +[WARN] step=129611 skipped: non-finite grad (total_norm=inf, total skips=24316) +[WARN] step=129612 skipped: non-finite grad (total_norm=inf, total skips=24317) +[WARN] 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skips=24354) +[WARN] step=129650 skipped: non-finite grad (total_norm=inf, total skips=24355) +[WARN] step=129651 skipped: non-finite grad (total_norm=nan, total skips=24356) +[WARN] step=129652 skipped: non-finite grad (total_norm=inf, total skips=24357) +[WARN] step=129653 skipped: non-finite grad (total_norm=inf, total skips=24358) +[WARN] step=129654 skipped: non-finite grad (total_norm=inf, total skips=24359) +[WARN] step=129655 skipped: non-finite grad (total_norm=inf, total skips=24360) +[WARN] step=129656 skipped: non-finite grad (total_norm=inf, total skips=24361) +[WARN] step=129657 skipped: non-finite grad (total_norm=inf, total skips=24362) +[WARN] step=129658 skipped: non-finite grad (total_norm=inf, total skips=24363) +[WARN] step=129659 skipped: non-finite grad (total_norm=inf, total skips=24364) +[WARN] step=129660 skipped: non-finite grad (total_norm=inf, total skips=24365) +[WARN] step=129661 skipped: non-finite grad (total_norm=inf, total skips=24366) +[WARN] 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(total_norm=inf, total skips=24391) +[WARN] step=129687 skipped: non-finite grad (total_norm=inf, total skips=24392) +[WARN] step=129688 skipped: non-finite grad (total_norm=inf, total skips=24393) +[WARN] step=129689 skipped: non-finite grad (total_norm=nan, total skips=24394) +[WARN] step=129690 skipped: non-finite grad (total_norm=inf, total skips=24395) +[WARN] step=129691 skipped: non-finite grad (total_norm=nan, total skips=24396) +[WARN] step=129692 skipped: non-finite grad (total_norm=inf, total skips=24397) +[WARN] step=129693 skipped: non-finite grad (total_norm=inf, total skips=24398) +[WARN] step=129694 skipped: non-finite grad (total_norm=inf, total skips=24399) +[WARN] step=129695 skipped: non-finite grad (total_norm=inf, total skips=24400) +[WARN] step=129696 skipped: non-finite grad (total_norm=inf, total skips=24401) +[WARN] step=129697 skipped: non-finite grad (total_norm=nan, total skips=24402) +[WARN] step=129698 skipped: non-finite grad (total_norm=nan, total skips=24403) +[WARN] step=129699 skipped: non-finite grad (total_norm=nan, total skips=24404) +[WARN] step=129700 skipped: non-finite grad (total_norm=inf, total skips=24405) +[WARN] step=129701 skipped: non-finite grad (total_norm=inf, total skips=24406) +[WARN] step=129702 skipped: non-finite grad (total_norm=inf, total skips=24407) +[WARN] step=129703 skipped: non-finite grad (total_norm=inf, total skips=24408) +[WARN] step=129704 skipped: non-finite grad (total_norm=inf, total skips=24409) +[WARN] step=129705 skipped: non-finite grad (total_norm=inf, total skips=24410) +[WARN] step=129706 skipped: non-finite grad (total_norm=inf, total skips=24411) +[WARN] step=129707 skipped: non-finite grad (total_norm=nan, total skips=24412) +[WARN] step=129708 skipped: non-finite grad (total_norm=nan, total skips=24413) +[WARN] step=129709 skipped: non-finite grad (total_norm=nan, total skips=24414) +[WARN] step=129710 skipped: non-finite grad (total_norm=inf, total skips=24415) +[WARN] step=129711 skipped: non-finite grad (total_norm=inf, total skips=24416) +[WARN] step=129712 skipped: non-finite grad (total_norm=nan, total skips=24417) +[WARN] step=129713 skipped: non-finite grad (total_norm=nan, total skips=24418) +[WARN] step=129714 skipped: non-finite grad (total_norm=inf, total skips=24419) +[WARN] step=129715 skipped: non-finite grad (total_norm=nan, total skips=24420) +[WARN] step=129716 skipped: non-finite grad (total_norm=inf, total skips=24421) +[WARN] step=129717 skipped: non-finite grad (total_norm=inf, total skips=24422) +[WARN] step=129718 skipped: non-finite grad (total_norm=inf, total skips=24423) +[WARN] step=129719 skipped: non-finite grad (total_norm=nan, total skips=24424) +[WARN] step=129720 skipped: non-finite grad (total_norm=nan, total skips=24425) +[WARN] step=129721 skipped: non-finite grad (total_norm=inf, total skips=24426) +[WARN] step=129722 skipped: non-finite grad (total_norm=nan, total skips=24427) +[WARN] step=129723 skipped: 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(total_norm=nan, total skips=24440) +[WARN] step=129736 skipped: non-finite grad (total_norm=inf, total skips=24441) +[WARN] step=129737 skipped: non-finite grad (total_norm=inf, total skips=24442) +[WARN] step=129738 skipped: non-finite grad (total_norm=inf, total skips=24443) +[WARN] step=129739 skipped: non-finite grad (total_norm=inf, total skips=24444) +[WARN] step=129740 skipped: non-finite grad (total_norm=inf, total skips=24445) +[WARN] step=129741 skipped: non-finite grad (total_norm=inf, total skips=24446) +[WARN] step=129742 skipped: non-finite grad (total_norm=nan, total skips=24447) +[WARN] step=129743 skipped: non-finite grad (total_norm=inf, total skips=24448) +[WARN] step=129744 skipped: non-finite grad (total_norm=inf, total skips=24449) +[WARN] step=129745 skipped: non-finite grad (total_norm=inf, total skips=24450) +[WARN] step=129746 skipped: non-finite grad (total_norm=inf, total skips=24451) +[WARN] step=129747 skipped: non-finite grad (total_norm=nan, total skips=24452) +[WARN] step=129748 skipped: non-finite grad (total_norm=inf, total skips=24453) +[WARN] step=129749 skipped: non-finite grad (total_norm=nan, total skips=24454) +[WARN] step=129750 skipped: non-finite grad (total_norm=inf, total skips=24455) +[WARN] step=129751 skipped: non-finite grad (total_norm=inf, total skips=24456) +[WARN] step=129752 skipped: non-finite grad (total_norm=inf, total skips=24457) +[WARN] step=129753 skipped: non-finite grad (total_norm=nan, total skips=24458) +[WARN] step=129754 skipped: non-finite grad (total_norm=inf, total skips=24459) +[WARN] step=129755 skipped: non-finite grad (total_norm=inf, total skips=24460) +[WARN] step=129756 skipped: non-finite grad (total_norm=inf, total skips=24461) +[WARN] step=129757 skipped: non-finite grad (total_norm=inf, total skips=24462) +[WARN] step=129758 skipped: non-finite grad (total_norm=nan, total skips=24463) +[WARN] step=129759 skipped: non-finite grad (total_norm=inf, total skips=24464) +[WARN] 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skips=24501) +[WARN] step=129797 skipped: non-finite grad (total_norm=inf, total skips=24502) +[WARN] step=129798 skipped: non-finite grad (total_norm=inf, total skips=24503) +[WARN] step=129799 skipped: non-finite grad (total_norm=inf, total skips=24504) +[WARN] step=129800 skipped: non-finite grad (total_norm=nan, total skips=24505) +[WARN] step=129801 skipped: non-finite grad (total_norm=inf, total skips=24506) +[WARN] step=129802 skipped: non-finite grad (total_norm=inf, total skips=24507) +[WARN] step=129803 skipped: non-finite grad (total_norm=nan, total skips=24508) +[WARN] step=129804 skipped: non-finite grad (total_norm=nan, total skips=24509) +[WARN] step=129805 skipped: non-finite grad (total_norm=nan, total skips=24510) +[WARN] step=129806 skipped: non-finite grad (total_norm=inf, total skips=24511) +[WARN] step=129807 skipped: non-finite grad (total_norm=nan, total skips=24512) +[WARN] step=129808 skipped: non-finite grad (total_norm=inf, total skips=24513) +[WARN] 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(total_norm=inf, total skips=24538) +[WARN] step=129834 skipped: non-finite grad (total_norm=inf, total skips=24539) +[WARN] step=129835 skipped: non-finite grad (total_norm=inf, total skips=24540) +[WARN] step=129836 skipped: non-finite grad (total_norm=nan, total skips=24541) +[WARN] step=129837 skipped: non-finite grad (total_norm=inf, total skips=24542) +[WARN] step=129838 skipped: non-finite grad (total_norm=inf, total skips=24543) +[WARN] step=129839 skipped: non-finite grad (total_norm=inf, total skips=24544) +[WARN] step=129840 skipped: non-finite grad (total_norm=inf, total skips=24545) +[WARN] step=129841 skipped: non-finite grad (total_norm=inf, total skips=24546) +[WARN] step=129842 skipped: non-finite grad (total_norm=inf, total skips=24547) +[WARN] step=129843 skipped: non-finite grad (total_norm=inf, total skips=24548) +[WARN] step=129844 skipped: non-finite grad (total_norm=inf, total skips=24549) +[WARN] step=129845 skipped: non-finite grad (total_norm=nan, total skips=24550) +[WARN] step=129846 skipped: non-finite grad (total_norm=nan, total skips=24551) +[WARN] step=129847 skipped: non-finite grad (total_norm=inf, total skips=24552) +[WARN] step=129848 skipped: non-finite grad (total_norm=inf, total skips=24553) +[WARN] step=129849 skipped: non-finite grad (total_norm=inf, total skips=24554) +[WARN] step=129850 skipped: non-finite grad (total_norm=inf, total skips=24555) +[WARN] step=129851 skipped: non-finite grad (total_norm=inf, total skips=24556) +[WARN] step=129852 skipped: non-finite grad (total_norm=nan, total skips=24557) +[WARN] step=129853 skipped: non-finite grad (total_norm=nan, total skips=24558) +[WARN] step=129854 skipped: non-finite grad (total_norm=inf, total skips=24559) +[WARN] step=129855 skipped: non-finite grad (total_norm=inf, total skips=24560) +[WARN] step=129856 skipped: non-finite grad (total_norm=inf, total skips=24561) +[WARN] step=129857 skipped: non-finite grad (total_norm=nan, total skips=24562) +[WARN] 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skips=24893) +[WARN] step=130189 skipped: non-finite grad (total_norm=inf, total skips=24894) +[WARN] step=130190 skipped: non-finite grad (total_norm=inf, total skips=24895) +[WARN] step=130191 skipped: non-finite grad (total_norm=inf, total skips=24896) +[WARN] step=130192 skipped: non-finite grad (total_norm=inf, total skips=24897) +[WARN] step=130193 skipped: non-finite grad (total_norm=inf, total skips=24898) +[WARN] step=130194 skipped: non-finite grad (total_norm=inf, total skips=24899) +[WARN] step=130195 skipped: non-finite grad (total_norm=inf, total skips=24900) +[WARN] step=130196 skipped: non-finite grad (total_norm=inf, total skips=24901) +[WARN] step=130197 skipped: non-finite grad (total_norm=nan, total skips=24902) +[WARN] step=130198 skipped: non-finite grad (total_norm=inf, total skips=24903) +[WARN] step=130199 skipped: non-finite grad (total_norm=inf, total skips=24904) +[WARN] step=130200 skipped: non-finite grad (total_norm=inf, total skips=24905) +[WARN] 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skips=24942) +[WARN] step=130238 skipped: non-finite grad (total_norm=inf, total skips=24943) +[WARN] step=130239 skipped: non-finite grad (total_norm=nan, total skips=24944) +[WARN] step=130240 skipped: non-finite grad (total_norm=inf, total skips=24945) +[WARN] step=130241 skipped: non-finite grad (total_norm=inf, total skips=24946) +[WARN] step=130242 skipped: non-finite grad (total_norm=inf, total skips=24947) +[WARN] step=130243 skipped: non-finite grad (total_norm=inf, total skips=24948) +[WARN] step=130244 skipped: non-finite grad (total_norm=nan, total skips=24949) +[WARN] step=130245 skipped: non-finite grad (total_norm=inf, total skips=24950) +[WARN] step=130246 skipped: non-finite grad (total_norm=inf, total skips=24951) +[WARN] step=130247 skipped: non-finite grad (total_norm=inf, total skips=24952) +[WARN] step=130248 skipped: non-finite grad (total_norm=nan, total skips=24953) +[WARN] step=130249 skipped: non-finite grad (total_norm=nan, total skips=24954) +[WARN] step=130250 skipped: non-finite grad (total_norm=nan, total skips=24955) +[WARN] step=130251 skipped: non-finite grad (total_norm=inf, total skips=24956) +[WARN] step=130252 skipped: non-finite grad (total_norm=inf, total skips=24957) +[WARN] step=130253 skipped: non-finite grad (total_norm=inf, total skips=24958) +[WARN] step=130254 skipped: non-finite grad (total_norm=nan, total skips=24959) +[WARN] step=130255 skipped: non-finite grad (total_norm=inf, total skips=24960) +[WARN] step=130256 skipped: non-finite grad (total_norm=nan, total skips=24961) +[WARN] step=130257 skipped: non-finite grad (total_norm=nan, total skips=24962) +[WARN] step=130258 skipped: non-finite grad (total_norm=inf, total skips=24963) +[WARN] step=130260 skipped: non-finite grad (total_norm=nan, total skips=24964) +[WARN] step=130261 skipped: non-finite grad (total_norm=nan, total skips=24965) +[WARN] step=130262 skipped: non-finite grad (total_norm=nan, total skips=24966) +[WARN] step=130263 skipped: 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skips=24991) +[WARN] step=130288 skipped: non-finite grad (total_norm=inf, total skips=24992) +[WARN] step=130289 skipped: non-finite grad (total_norm=nan, total skips=24993) +[WARN] step=130290 skipped: non-finite grad (total_norm=nan, total skips=24994) +[WARN] step=130291 skipped: non-finite grad (total_norm=inf, total skips=24995) +[WARN] step=130292 skipped: non-finite grad (total_norm=nan, total skips=24996) +[WARN] step=130293 skipped: non-finite grad (total_norm=inf, total skips=24997) +[WARN] step=130294 skipped: non-finite grad (total_norm=inf, total skips=24998) +[WARN] step=130295 skipped: non-finite grad (total_norm=inf, total skips=24999) +[WARN] step=130296 skipped: non-finite grad (total_norm=nan, total skips=25000) +[WARN] step=130297 skipped: non-finite grad (total_norm=inf, total skips=25001) +[WARN] step=130298 skipped: non-finite grad (total_norm=inf, total skips=25002) +[WARN] step=130299 skipped: non-finite grad (total_norm=inf, total skips=25003) +[WARN] 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skips=25383) +[WARN] step=130681 skipped: non-finite grad (total_norm=inf, total skips=25384) +[WARN] step=130682 skipped: non-finite grad (total_norm=inf, total skips=25385) +[WARN] step=130683 skipped: non-finite grad (total_norm=inf, total skips=25386) +[WARN] step=130684 skipped: non-finite grad (total_norm=inf, total skips=25387) +[WARN] step=130685 skipped: non-finite grad (total_norm=nan, total skips=25388) +[WARN] step=130686 skipped: non-finite grad (total_norm=inf, total skips=25389) +[WARN] step=130687 skipped: non-finite grad (total_norm=inf, total skips=25390) +[WARN] step=130688 skipped: non-finite grad (total_norm=nan, total skips=25391) +[WARN] step=130689 skipped: non-finite grad (total_norm=inf, total skips=25392) +[WARN] step=130690 skipped: non-finite grad (total_norm=inf, total skips=25393) +[WARN] step=130691 skipped: non-finite grad (total_norm=inf, total skips=25394) +[WARN] step=130692 skipped: non-finite grad (total_norm=inf, total skips=25395) +[WARN] step=130693 skipped: non-finite grad (total_norm=inf, total skips=25396) +[WARN] step=130694 skipped: non-finite grad (total_norm=nan, total skips=25397) +[WARN] step=130695 skipped: non-finite grad (total_norm=inf, total skips=25398) +[WARN] step=130696 skipped: non-finite grad (total_norm=inf, total skips=25399) +[WARN] step=130697 skipped: non-finite grad (total_norm=inf, total skips=25400) +[WARN] step=130698 skipped: non-finite grad (total_norm=inf, total skips=25401) +[WARN] step=130699 skipped: non-finite grad (total_norm=nan, total skips=25402) +[WARN] step=130700 skipped: non-finite grad (total_norm=nan, total skips=25403) +[WARN] step=130701 skipped: non-finite grad (total_norm=inf, total skips=25404) +[WARN] step=130702 skipped: non-finite grad (total_norm=nan, total skips=25405) +[WARN] step=130703 skipped: non-finite grad (total_norm=inf, total skips=25406) +[WARN] step=130704 skipped: non-finite grad (total_norm=nan, total skips=25407) +[WARN] step=130705 skipped: 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(total_norm=inf, total skips=25420) +[WARN] step=130718 skipped: non-finite grad (total_norm=nan, total skips=25421) +[WARN] step=130719 skipped: non-finite grad (total_norm=inf, total skips=25422) +[WARN] step=130720 skipped: non-finite grad (total_norm=inf, total skips=25423) +[WARN] step=130721 skipped: non-finite grad (total_norm=inf, total skips=25424) +[WARN] step=130722 skipped: non-finite grad (total_norm=nan, total skips=25425) +[WARN] step=130723 skipped: non-finite grad (total_norm=inf, total skips=25426) +[WARN] step=130724 skipped: non-finite grad (total_norm=inf, total skips=25427) +[WARN] step=130725 skipped: non-finite grad (total_norm=inf, total skips=25428) +[WARN] step=130726 skipped: non-finite grad (total_norm=inf, total skips=25429) +[WARN] step=130727 skipped: non-finite grad (total_norm=inf, total skips=25430) +[WARN] step=130728 skipped: non-finite grad (total_norm=inf, total skips=25431) +[WARN] step=130729 skipped: non-finite grad (total_norm=inf, total skips=25432) +[WARN] step=130730 skipped: non-finite grad (total_norm=inf, total skips=25433) +[WARN] step=130731 skipped: non-finite grad (total_norm=inf, total skips=25434) +[WARN] step=130732 skipped: non-finite grad (total_norm=nan, total skips=25435) +[WARN] step=130733 skipped: non-finite grad (total_norm=inf, total skips=25436) +[WARN] step=130734 skipped: non-finite grad (total_norm=nan, total skips=25437) +[WARN] step=130735 skipped: non-finite grad (total_norm=inf, total skips=25438) +[WARN] step=130736 skipped: non-finite grad (total_norm=inf, total skips=25439) +[WARN] step=130737 skipped: non-finite grad (total_norm=inf, total skips=25440) +[WARN] step=130738 skipped: non-finite grad (total_norm=inf, total skips=25441) +[WARN] step=130739 skipped: non-finite grad (total_norm=inf, total skips=25442) +[WARN] step=130740 skipped: non-finite grad (total_norm=inf, total skips=25443) +[WARN] step=130741 skipped: non-finite grad (total_norm=inf, total skips=25444) +[WARN] step=130742 skipped: non-finite grad (total_norm=nan, total skips=25445) +[WARN] step=130743 skipped: non-finite grad (total_norm=nan, total skips=25446) +[WARN] step=130744 skipped: non-finite grad (total_norm=inf, total skips=25447) +[WARN] step=130745 skipped: non-finite grad (total_norm=inf, total skips=25448) +[WARN] step=130746 skipped: non-finite grad (total_norm=inf, total skips=25449) +[WARN] step=130747 skipped: non-finite grad (total_norm=nan, total skips=25450) +[WARN] step=130748 skipped: non-finite grad (total_norm=inf, total skips=25451) +[WARN] step=130749 skipped: non-finite grad (total_norm=inf, total skips=25452) +[WARN] step=130750 skipped: non-finite grad (total_norm=nan, total skips=25453) +[WARN] step=130751 skipped: non-finite grad (total_norm=inf, total skips=25454) +[WARN] step=130752 skipped: non-finite grad (total_norm=inf, total skips=25455) +[WARN] step=130753 skipped: non-finite grad (total_norm=inf, total skips=25456) +[WARN] step=130754 skipped: non-finite grad (total_norm=inf, total skips=25457) +[WARN] step=130755 skipped: non-finite grad (total_norm=nan, total skips=25458) +[WARN] step=130756 skipped: non-finite grad (total_norm=inf, total skips=25459) +[WARN] step=130757 skipped: non-finite grad (total_norm=inf, total skips=25460) +[WARN] step=130758 skipped: non-finite grad (total_norm=inf, total skips=25461) +[WARN] step=130759 skipped: non-finite grad (total_norm=inf, total skips=25462) +[WARN] step=130760 skipped: non-finite grad (total_norm=inf, total skips=25463) +[WARN] step=130761 skipped: non-finite grad (total_norm=nan, total skips=25464) +[WARN] step=130762 skipped: non-finite grad (total_norm=inf, total skips=25465) +[WARN] step=130763 skipped: non-finite grad (total_norm=nan, total skips=25466) +[WARN] step=130764 skipped: non-finite grad (total_norm=inf, total skips=25467) +[WARN] step=130765 skipped: non-finite grad (total_norm=inf, total skips=25468) +[WARN] step=130766 skipped: non-finite grad (total_norm=inf, total skips=25469) +[WARN] step=130767 skipped: non-finite grad (total_norm=inf, total skips=25470) +[WARN] step=130768 skipped: non-finite grad (total_norm=inf, total skips=25471) +[WARN] step=130769 skipped: non-finite grad (total_norm=inf, total skips=25472) +[WARN] step=130770 skipped: non-finite grad (total_norm=nan, total skips=25473) +[WARN] step=130771 skipped: non-finite grad (total_norm=inf, total skips=25474) +[WARN] step=130772 skipped: non-finite grad (total_norm=nan, total skips=25475) +[WARN] step=130773 skipped: non-finite grad (total_norm=nan, total skips=25476) +[WARN] step=130774 skipped: non-finite grad (total_norm=inf, total skips=25477) +[WARN] step=130775 skipped: non-finite grad (total_norm=inf, total skips=25478) +[WARN] step=130776 skipped: non-finite grad (total_norm=inf, total skips=25479) +[WARN] step=130777 skipped: non-finite grad (total_norm=inf, total skips=25480) +[WARN] step=130778 skipped: non-finite grad (total_norm=inf, total skips=25481) +[WARN] step=130779 skipped: non-finite grad (total_norm=inf, total skips=25482) +[WARN] step=130780 skipped: non-finite grad (total_norm=inf, total skips=25483) +[WARN] step=130781 skipped: non-finite grad (total_norm=inf, total skips=25484) +[WARN] step=130782 skipped: non-finite grad (total_norm=nan, total skips=25485) +[WARN] step=130783 skipped: non-finite grad (total_norm=inf, total skips=25486) +[WARN] step=130784 skipped: non-finite grad (total_norm=inf, total skips=25487) +[WARN] step=130785 skipped: non-finite grad (total_norm=inf, total skips=25488) +[WARN] step=130786 skipped: non-finite grad (total_norm=inf, total skips=25489) +[WARN] step=130787 skipped: non-finite grad (total_norm=inf, total skips=25490) +[WARN] step=130788 skipped: non-finite grad (total_norm=inf, total skips=25491) +[WARN] step=130789 skipped: non-finite grad (total_norm=nan, total skips=25492) +[WARN] step=130790 skipped: non-finite grad (total_norm=inf, total skips=25493) +[WARN] step=130791 skipped: non-finite grad (total_norm=nan, total skips=25494) +[WARN] step=130792 skipped: non-finite grad (total_norm=inf, total skips=25495) +[WARN] step=130793 skipped: non-finite grad (total_norm=nan, total skips=25496) +[WARN] step=130794 skipped: non-finite grad (total_norm=inf, total skips=25497) +[WARN] step=130795 skipped: non-finite grad (total_norm=inf, total skips=25498) +[WARN] step=130796 skipped: non-finite grad (total_norm=inf, total skips=25499) +[WARN] step=130797 skipped: non-finite grad (total_norm=inf, total skips=25500) +[WARN] step=130798 skipped: non-finite grad (total_norm=inf, total skips=25501) +[WARN] step=130799 skipped: non-finite grad (total_norm=inf, total skips=25502) +[WARN] step=130800 skipped: non-finite grad (total_norm=nan, total skips=25503) +[WARN] step=130801 skipped: non-finite grad (total_norm=inf, total skips=25504) +[WARN] step=130802 skipped: non-finite grad (total_norm=inf, total skips=25505) +[WARN] step=130803 skipped: 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(total_norm=nan, total skips=25518) +[WARN] step=130816 skipped: non-finite grad (total_norm=inf, total skips=25519) +[WARN] step=130817 skipped: non-finite grad (total_norm=nan, total skips=25520) +[WARN] step=130818 skipped: non-finite grad (total_norm=inf, total skips=25521) +[WARN] step=130819 skipped: non-finite grad (total_norm=inf, total skips=25522) +[WARN] step=130820 skipped: non-finite grad (total_norm=inf, total skips=25523) +[WARN] step=130821 skipped: non-finite grad (total_norm=inf, total skips=25524) +[WARN] step=130822 skipped: non-finite grad (total_norm=nan, total skips=25525) +[WARN] step=130823 skipped: non-finite grad (total_norm=inf, total skips=25526) +[WARN] step=130824 skipped: non-finite grad (total_norm=nan, total skips=25527) +[WARN] step=130825 skipped: non-finite grad (total_norm=nan, total skips=25528) +[WARN] step=130826 skipped: non-finite grad (total_norm=nan, total skips=25529) +[WARN] step=130827 skipped: non-finite grad (total_norm=inf, total skips=25530) +[WARN] step=130828 skipped: non-finite grad (total_norm=nan, total skips=25531) +[WARN] step=130829 skipped: non-finite grad (total_norm=inf, total skips=25532) +[WARN] step=130830 skipped: non-finite grad (total_norm=inf, total skips=25533) +[WARN] step=130831 skipped: non-finite grad (total_norm=inf, total skips=25534) +[WARN] step=130832 skipped: non-finite grad (total_norm=inf, total skips=25535) +[WARN] step=130833 skipped: non-finite grad (total_norm=nan, total skips=25536) +[WARN] step=130834 skipped: non-finite grad (total_norm=inf, total skips=25537) +[WARN] step=130835 skipped: non-finite grad (total_norm=inf, total skips=25538) +[WARN] step=130836 skipped: non-finite grad (total_norm=nan, total skips=25539) +[WARN] step=130837 skipped: non-finite grad (total_norm=nan, total skips=25540) +[WARN] step=130838 skipped: non-finite grad (total_norm=inf, total skips=25541) +[WARN] step=130839 skipped: non-finite grad (total_norm=nan, total skips=25542) +[WARN] step=130840 skipped: non-finite grad (total_norm=inf, total skips=25543) +[WARN] step=130841 skipped: non-finite grad (total_norm=nan, total skips=25544) +[WARN] step=130842 skipped: non-finite grad (total_norm=inf, total skips=25545) +[WARN] step=130843 skipped: non-finite grad (total_norm=inf, total skips=25546) +[WARN] step=130844 skipped: non-finite grad (total_norm=nan, total skips=25547) +[WARN] step=130845 skipped: non-finite grad (total_norm=inf, total skips=25548) +[WARN] step=130846 skipped: non-finite grad (total_norm=inf, total skips=25549) +[WARN] step=130847 skipped: non-finite grad (total_norm=inf, total skips=25550) +[WARN] step=130848 skipped: non-finite grad (total_norm=inf, total skips=25551) +[WARN] step=130849 skipped: non-finite grad (total_norm=inf, total skips=25552) +[WARN] step=130850 skipped: non-finite grad (total_norm=nan, total skips=25553) +[WARN] step=130851 skipped: non-finite grad (total_norm=inf, total skips=25554) +[WARN] step=130852 skipped: 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(total_norm=inf, total skips=25567) +[WARN] step=130865 skipped: non-finite grad (total_norm=nan, total skips=25568) +[WARN] step=130866 skipped: non-finite grad (total_norm=inf, total skips=25569) +[WARN] step=130867 skipped: non-finite grad (total_norm=inf, total skips=25570) +[WARN] step=130868 skipped: non-finite grad (total_norm=inf, total skips=25571) +[WARN] step=130869 skipped: non-finite grad (total_norm=inf, total skips=25572) +[WARN] step=130870 skipped: non-finite grad (total_norm=nan, total skips=25573) +[WARN] step=130871 skipped: non-finite grad (total_norm=inf, total skips=25574) +[WARN] step=130872 skipped: non-finite grad (total_norm=inf, total skips=25575) +[WARN] step=130873 skipped: non-finite grad (total_norm=inf, total skips=25576) +[WARN] step=130874 skipped: non-finite grad (total_norm=inf, total skips=25577) +[WARN] step=130875 skipped: non-finite grad (total_norm=inf, total skips=25578) +[WARN] step=130876 skipped: non-finite grad (total_norm=inf, total skips=25579) +[WARN] step=130877 skipped: non-finite grad (total_norm=inf, total skips=25580) +[WARN] step=130878 skipped: non-finite grad (total_norm=nan, total skips=25581) +[WARN] step=130879 skipped: non-finite grad (total_norm=inf, total skips=25582) +[WARN] step=130880 skipped: non-finite grad (total_norm=inf, total skips=25583) +[WARN] step=130881 skipped: non-finite grad (total_norm=inf, total skips=25584) +[WARN] step=130882 skipped: non-finite grad (total_norm=inf, total skips=25585) +[WARN] step=130883 skipped: non-finite grad (total_norm=inf, total skips=25586) +[WARN] step=130884 skipped: non-finite grad (total_norm=inf, total skips=25587) +[WARN] step=130885 skipped: non-finite grad (total_norm=inf, total skips=25588) +[WARN] step=130886 skipped: non-finite grad (total_norm=nan, total skips=25589) +[WARN] step=130887 skipped: non-finite grad (total_norm=inf, total skips=25590) +[WARN] step=130888 skipped: non-finite grad (total_norm=inf, total skips=25591) +[WARN] step=130889 skipped: non-finite grad (total_norm=inf, total skips=25592) +[WARN] step=130890 skipped: non-finite grad (total_norm=nan, total skips=25593) +[WARN] step=130891 skipped: non-finite grad (total_norm=nan, total skips=25594) +[WARN] step=130892 skipped: non-finite grad (total_norm=inf, total skips=25595) +[WARN] step=130893 skipped: non-finite grad (total_norm=nan, total skips=25596) +[WARN] step=130894 skipped: non-finite grad (total_norm=inf, total skips=25597) +[WARN] step=130895 skipped: non-finite grad (total_norm=inf, total skips=25598) +[WARN] step=130896 skipped: non-finite grad (total_norm=inf, total skips=25599) +[WARN] step=130897 skipped: non-finite grad (total_norm=inf, total skips=25600) +[WARN] step=130898 skipped: non-finite grad (total_norm=inf, total skips=25601) +[WARN] step=130899 skipped: non-finite grad (total_norm=nan, total skips=25602) +[WARN] step=130900 skipped: non-finite grad (total_norm=nan, total skips=25603) +[WARN] step=130901 skipped: 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skips=27441) +[WARN] step=132739 skipped: non-finite grad (total_norm=nan, total skips=27442) +[WARN] step=132740 skipped: non-finite grad (total_norm=inf, total skips=27443) +[WARN] step=132741 skipped: non-finite grad (total_norm=inf, total skips=27444) +[WARN] step=132742 skipped: non-finite grad (total_norm=inf, total skips=27445) +[WARN] step=132743 skipped: non-finite grad (total_norm=inf, total skips=27446) +[WARN] step=132744 skipped: non-finite grad (total_norm=inf, total skips=27447) +[WARN] step=132745 skipped: non-finite grad (total_norm=inf, total skips=27448) +[WARN] step=132746 skipped: non-finite grad (total_norm=inf, total skips=27449) +[WARN] step=132747 skipped: non-finite grad (total_norm=inf, total skips=27450) +[WARN] step=132748 skipped: non-finite grad (total_norm=nan, total skips=27451) +[WARN] step=132749 skipped: non-finite grad (total_norm=inf, total skips=27452) +[WARN] step=132750 skipped: non-finite grad (total_norm=nan, total skips=27453) +[WARN] 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skips=27637) +[WARN] step=132935 skipped: non-finite grad (total_norm=inf, total skips=27638) +[WARN] step=132936 skipped: non-finite grad (total_norm=nan, total skips=27639) +[WARN] step=132937 skipped: non-finite grad (total_norm=nan, total skips=27640) +[WARN] step=132938 skipped: non-finite grad (total_norm=nan, total skips=27641) +[WARN] step=132939 skipped: non-finite grad (total_norm=inf, total skips=27642) +[WARN] step=132940 skipped: non-finite grad (total_norm=inf, total skips=27643) +[WARN] step=132941 skipped: non-finite grad (total_norm=inf, total skips=27644) +[WARN] step=132942 skipped: non-finite grad (total_norm=inf, total skips=27645) +[WARN] step=132943 skipped: non-finite grad (total_norm=nan, total skips=27646) +[WARN] step=132944 skipped: non-finite grad (total_norm=inf, total skips=27647) +[WARN] step=132945 skipped: non-finite grad (total_norm=inf, total skips=27648) +[WARN] step=132946 skipped: non-finite grad (total_norm=nan, total skips=27649) +[WARN] 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skips=27686) +[WARN] step=132984 skipped: non-finite grad (total_norm=inf, total skips=27687) +[WARN] step=132985 skipped: non-finite grad (total_norm=inf, total skips=27688) +[WARN] step=132986 skipped: non-finite grad (total_norm=inf, total skips=27689) +[WARN] step=132987 skipped: non-finite grad (total_norm=inf, total skips=27690) +[WARN] step=132988 skipped: non-finite grad (total_norm=inf, total skips=27691) +[WARN] step=132989 skipped: non-finite grad (total_norm=inf, total skips=27692) +[WARN] step=132990 skipped: non-finite grad (total_norm=inf, total skips=27693) +[WARN] step=132991 skipped: non-finite grad (total_norm=inf, total skips=27694) +[WARN] step=132992 skipped: non-finite grad (total_norm=nan, total skips=27695) +[WARN] step=132993 skipped: non-finite grad (total_norm=inf, total skips=27696) +[WARN] step=132994 skipped: non-finite grad (total_norm=inf, total skips=27697) +[WARN] step=132995 skipped: non-finite grad (total_norm=inf, total skips=27698) +[WARN] step=132996 skipped: non-finite grad (total_norm=nan, total skips=27699) +[WARN] step=132997 skipped: non-finite grad (total_norm=nan, total skips=27700) +[WARN] step=132998 skipped: non-finite grad (total_norm=inf, total skips=27701) +[WARN] step=132999 skipped: non-finite grad (total_norm=nan, total skips=27702) +[WARN] step=133000 skipped: non-finite grad (total_norm=nan, total skips=27703) +[WARN] step=133001 skipped: non-finite grad (total_norm=nan, total skips=27704) +[WARN] step=133002 skipped: non-finite grad (total_norm=inf, total skips=27705) +[WARN] step=133003 skipped: non-finite grad (total_norm=inf, total skips=27706) +[WARN] step=133004 skipped: non-finite grad (total_norm=inf, total skips=27707) +[WARN] step=133005 skipped: non-finite grad (total_norm=nan, total skips=27708) +[WARN] step=133006 skipped: non-finite grad (total_norm=nan, total skips=27709) +[WARN] step=133007 skipped: non-finite grad (total_norm=nan, total skips=27710) +[WARN] step=133008 skipped: 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skips=27735) +[WARN] step=133033 skipped: non-finite grad (total_norm=inf, total skips=27736) +[WARN] step=133034 skipped: non-finite grad (total_norm=inf, total skips=27737) +[WARN] step=133035 skipped: non-finite grad (total_norm=inf, total skips=27738) +[WARN] step=133036 skipped: non-finite grad (total_norm=nan, total skips=27739) +[WARN] step=133037 skipped: non-finite grad (total_norm=inf, total skips=27740) +[WARN] step=133038 skipped: non-finite grad (total_norm=inf, total skips=27741) +[WARN] step=133039 skipped: non-finite grad (total_norm=nan, total skips=27742) +[WARN] step=133040 skipped: non-finite grad (total_norm=nan, total skips=27743) +[WARN] step=133041 skipped: non-finite grad (total_norm=inf, total skips=27744) +[WARN] step=133042 skipped: non-finite grad (total_norm=nan, total skips=27745) +[WARN] step=133043 skipped: non-finite grad (total_norm=nan, total skips=27746) +[WARN] step=133044 skipped: non-finite grad (total_norm=nan, total skips=27747) +[WARN] 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skips=27784) +[WARN] step=133082 skipped: non-finite grad (total_norm=nan, total skips=27785) +[WARN] step=133083 skipped: non-finite grad (total_norm=inf, total skips=27786) +[WARN] step=133084 skipped: non-finite grad (total_norm=inf, total skips=27787) +[WARN] step=133085 skipped: non-finite grad (total_norm=inf, total skips=27788) +[WARN] step=133086 skipped: non-finite grad (total_norm=inf, total skips=27789) +[WARN] step=133087 skipped: non-finite grad (total_norm=nan, total skips=27790) +[WARN] step=133088 skipped: non-finite grad (total_norm=inf, total skips=27791) +[WARN] step=133089 skipped: non-finite grad (total_norm=nan, total skips=27792) +[WARN] step=133090 skipped: non-finite grad (total_norm=inf, total skips=27793) +[WARN] step=133091 skipped: non-finite grad (total_norm=nan, total skips=27794) +[WARN] step=133092 skipped: non-finite grad (total_norm=inf, total skips=27795) +[WARN] step=133093 skipped: non-finite grad (total_norm=nan, total skips=27796) +[WARN] 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skips=27833) +[WARN] step=133131 skipped: non-finite grad (total_norm=nan, total skips=27834) +[WARN] step=133132 skipped: non-finite grad (total_norm=inf, total skips=27835) +[WARN] step=133133 skipped: non-finite grad (total_norm=nan, total skips=27836) +[WARN] step=133134 skipped: non-finite grad (total_norm=nan, total skips=27837) +[WARN] step=133135 skipped: non-finite grad (total_norm=inf, total skips=27838) +[WARN] step=133136 skipped: non-finite grad (total_norm=inf, total skips=27839) +[WARN] step=133137 skipped: non-finite grad (total_norm=inf, total skips=27840) +[WARN] step=133138 skipped: non-finite grad (total_norm=inf, total skips=27841) +[WARN] step=133139 skipped: non-finite grad (total_norm=nan, total skips=27842) +[WARN] step=133140 skipped: non-finite grad (total_norm=inf, total skips=27843) +[WARN] step=133141 skipped: non-finite grad (total_norm=nan, total skips=27844) +[WARN] step=133142 skipped: non-finite grad (total_norm=inf, total skips=27845) +[WARN] 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skips=28666) +[WARN] step=133964 skipped: non-finite grad (total_norm=inf, total skips=28667) +[WARN] step=133965 skipped: non-finite grad (total_norm=inf, total skips=28668) +[WARN] step=133966 skipped: non-finite grad (total_norm=inf, total skips=28669) +[WARN] step=133967 skipped: non-finite grad (total_norm=inf, total skips=28670) +[WARN] step=133968 skipped: non-finite grad (total_norm=nan, total skips=28671) +[WARN] step=133969 skipped: non-finite grad (total_norm=inf, total skips=28672) +[WARN] step=133970 skipped: non-finite grad (total_norm=inf, total skips=28673) +[WARN] step=133971 skipped: non-finite grad (total_norm=inf, total skips=28674) +[WARN] step=133972 skipped: non-finite grad (total_norm=inf, total skips=28675) +[WARN] step=133973 skipped: non-finite grad (total_norm=nan, total skips=28676) +[WARN] step=133974 skipped: non-finite grad (total_norm=inf, total skips=28677) +[WARN] step=133975 skipped: non-finite grad (total_norm=inf, total skips=28678) +[WARN] 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skips=28715) +[WARN] step=134013 skipped: non-finite grad (total_norm=inf, total skips=28716) +[WARN] step=134014 skipped: non-finite grad (total_norm=inf, total skips=28717) +[WARN] step=134015 skipped: non-finite grad (total_norm=inf, total skips=28718) +[WARN] step=134016 skipped: non-finite grad (total_norm=inf, total skips=28719) +[WARN] step=134017 skipped: non-finite grad (total_norm=inf, total skips=28720) +[WARN] step=134018 skipped: non-finite grad (total_norm=nan, total skips=28721) +[WARN] step=134019 skipped: non-finite grad (total_norm=inf, total skips=28722) +[WARN] step=134020 skipped: non-finite grad (total_norm=inf, total skips=28723) +[WARN] step=134021 skipped: non-finite grad (total_norm=inf, total skips=28724) +[WARN] step=134022 skipped: non-finite grad (total_norm=inf, total skips=28725) +[WARN] step=134023 skipped: non-finite grad (total_norm=nan, total skips=28726) +[WARN] step=134024 skipped: non-finite grad (total_norm=inf, total skips=28727) +[WARN] 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skips=28764) +[WARN] step=134062 skipped: non-finite grad (total_norm=inf, total skips=28765) +[WARN] step=134063 skipped: non-finite grad (total_norm=nan, total skips=28766) +[WARN] step=134064 skipped: non-finite grad (total_norm=inf, total skips=28767) +[WARN] step=134065 skipped: non-finite grad (total_norm=nan, total skips=28768) +[WARN] step=134066 skipped: non-finite grad (total_norm=inf, total skips=28769) +[WARN] step=134067 skipped: non-finite grad (total_norm=inf, total skips=28770) +[WARN] step=134068 skipped: non-finite grad (total_norm=nan, total skips=28771) +[WARN] step=134069 skipped: non-finite grad (total_norm=inf, total skips=28772) +[WARN] step=134070 skipped: non-finite grad (total_norm=inf, total skips=28773) +[WARN] step=134071 skipped: non-finite grad (total_norm=inf, total skips=28774) +[WARN] step=134072 skipped: non-finite grad (total_norm=inf, total skips=28775) +[WARN] step=134073 skipped: non-finite grad (total_norm=inf, total skips=28776) +[WARN] 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skips=28813) +[WARN] step=134111 skipped: non-finite grad (total_norm=nan, total skips=28814) +[WARN] step=134112 skipped: non-finite grad (total_norm=inf, total skips=28815) +[WARN] step=134113 skipped: non-finite grad (total_norm=inf, total skips=28816) +[WARN] step=134114 skipped: non-finite grad (total_norm=inf, total skips=28817) +[WARN] step=134115 skipped: non-finite grad (total_norm=nan, total skips=28818) +[WARN] step=134116 skipped: non-finite grad (total_norm=inf, total skips=28819) +[WARN] step=134117 skipped: non-finite grad (total_norm=inf, total skips=28820) +[WARN] step=134118 skipped: non-finite grad (total_norm=inf, total skips=28821) +[WARN] step=134119 skipped: non-finite grad (total_norm=inf, total skips=28822) +[WARN] step=134120 skipped: non-finite grad (total_norm=nan, total skips=28823) +[WARN] step=134121 skipped: non-finite grad (total_norm=nan, total skips=28824) +[WARN] step=134122 skipped: non-finite grad (total_norm=nan, total skips=28825) +[WARN] 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skips=28862) +[WARN] step=134160 skipped: non-finite grad (total_norm=nan, total skips=28863) +[WARN] step=134161 skipped: non-finite grad (total_norm=inf, total skips=28864) +[WARN] step=134162 skipped: non-finite grad (total_norm=inf, total skips=28865) +[WARN] step=134163 skipped: non-finite grad (total_norm=nan, total skips=28866) +[WARN] step=134164 skipped: non-finite grad (total_norm=inf, total skips=28867) +[WARN] step=134165 skipped: non-finite grad (total_norm=inf, total skips=28868) +[WARN] step=134166 skipped: non-finite grad (total_norm=nan, total skips=28869) +[WARN] step=134167 skipped: non-finite grad (total_norm=inf, total skips=28870) +[WARN] step=134168 skipped: non-finite grad (total_norm=inf, total skips=28871) +[WARN] step=134169 skipped: non-finite grad (total_norm=inf, total skips=28872) +[WARN] step=134170 skipped: non-finite grad (total_norm=nan, total skips=28873) +[WARN] step=134171 skipped: non-finite grad (total_norm=inf, total skips=28874) +[WARN] 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skips=28960) +[WARN] step=134258 skipped: non-finite grad (total_norm=inf, total skips=28961) +[WARN] step=134259 skipped: non-finite grad (total_norm=inf, total skips=28962) +[WARN] step=134260 skipped: non-finite grad (total_norm=inf, total skips=28963) +[WARN] step=134261 skipped: non-finite grad (total_norm=inf, total skips=28964) +[WARN] step=134262 skipped: non-finite grad (total_norm=inf, total skips=28965) +[WARN] step=134263 skipped: non-finite grad (total_norm=inf, total skips=28966) +[WARN] step=134264 skipped: non-finite grad (total_norm=inf, total skips=28967) +[WARN] step=134265 skipped: non-finite grad (total_norm=inf, total skips=28968) +[WARN] step=134266 skipped: non-finite grad (total_norm=inf, total skips=28969) +[WARN] step=134267 skipped: non-finite grad (total_norm=inf, total skips=28970) +[WARN] step=134268 skipped: non-finite grad (total_norm=inf, total skips=28971) +[WARN] step=134269 skipped: non-finite grad (total_norm=inf, total skips=28972) +[WARN] 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skips=29450) +[WARN] step=134748 skipped: non-finite grad (total_norm=inf, total skips=29451) +[WARN] step=134749 skipped: non-finite grad (total_norm=inf, total skips=29452) +[WARN] step=134750 skipped: non-finite grad (total_norm=inf, total skips=29453) +[WARN] step=134751 skipped: non-finite grad (total_norm=inf, total skips=29454) +[WARN] step=134752 skipped: non-finite grad (total_norm=inf, total skips=29455) +[WARN] step=134753 skipped: non-finite grad (total_norm=inf, total skips=29456) +[WARN] step=134754 skipped: non-finite grad (total_norm=inf, total skips=29457) +[WARN] step=134755 skipped: non-finite grad (total_norm=inf, total skips=29458) +[WARN] step=134756 skipped: non-finite grad (total_norm=inf, total skips=29459) +[WARN] step=134757 skipped: non-finite grad (total_norm=nan, total skips=29460) +[WARN] step=134758 skipped: non-finite grad (total_norm=inf, total skips=29461) +[WARN] step=134759 skipped: non-finite grad (total_norm=inf, total skips=29462) +[WARN] 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skips=29499) +[WARN] step=134797 skipped: non-finite grad (total_norm=nan, total skips=29500) +[WARN] step=134798 skipped: non-finite grad (total_norm=inf, total skips=29501) +[WARN] step=134799 skipped: non-finite grad (total_norm=inf, total skips=29502) +[WARN] step=134800 skipped: non-finite grad (total_norm=nan, total skips=29503) +[WARN] step=134801 skipped: non-finite grad (total_norm=inf, total skips=29504) +[WARN] step=134802 skipped: non-finite grad (total_norm=nan, total skips=29505) +[WARN] step=134803 skipped: non-finite grad (total_norm=inf, total skips=29506) +[WARN] step=134804 skipped: non-finite grad (total_norm=inf, total skips=29507) +[WARN] step=134805 skipped: non-finite grad (total_norm=nan, total skips=29508) +[WARN] step=134806 skipped: non-finite grad (total_norm=inf, total skips=29509) +[WARN] step=134807 skipped: non-finite grad (total_norm=inf, total skips=29510) +[WARN] step=134808 skipped: non-finite grad (total_norm=inf, total skips=29511) +[WARN] step=134809 skipped: non-finite grad (total_norm=inf, total skips=29512) +[WARN] step=134810 skipped: non-finite grad (total_norm=inf, total skips=29513) +[WARN] step=134811 skipped: non-finite grad (total_norm=nan, total skips=29514) +[WARN] step=134812 skipped: non-finite grad (total_norm=inf, total skips=29515) +[WARN] step=134813 skipped: non-finite grad (total_norm=inf, total skips=29516) +[WARN] step=134814 skipped: non-finite grad (total_norm=nan, total skips=29517) +[WARN] step=134815 skipped: non-finite grad (total_norm=inf, total skips=29518) +[WARN] step=134816 skipped: non-finite grad (total_norm=inf, total skips=29519) +[WARN] step=134817 skipped: non-finite grad (total_norm=inf, total skips=29520) +[WARN] step=134818 skipped: non-finite grad (total_norm=inf, total skips=29521) +[WARN] step=134819 skipped: non-finite grad (total_norm=nan, total skips=29522) +[WARN] step=134820 skipped: non-finite grad (total_norm=inf, total skips=29523) +[WARN] step=134821 skipped: 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skips=29597) +[WARN] step=134895 skipped: non-finite grad (total_norm=inf, total skips=29598) +[WARN] step=134896 skipped: non-finite grad (total_norm=inf, total skips=29599) +[WARN] step=134897 skipped: non-finite grad (total_norm=inf, total skips=29600) +[WARN] step=134898 skipped: non-finite grad (total_norm=nan, total skips=29601) +[WARN] step=134899 skipped: non-finite grad (total_norm=inf, total skips=29602) +[WARN] step=134900 skipped: non-finite grad (total_norm=inf, total skips=29603) +[WARN] step=134901 skipped: non-finite grad (total_norm=nan, total skips=29604) +[WARN] step=134902 skipped: non-finite grad (total_norm=inf, total skips=29605) +[WARN] step=134903 skipped: non-finite grad (total_norm=nan, total skips=29606) +[WARN] step=134904 skipped: non-finite grad (total_norm=inf, total skips=29607) +[WARN] step=134905 skipped: non-finite grad (total_norm=inf, total skips=29608) +[WARN] step=134906 skipped: non-finite grad (total_norm=inf, total skips=29609) +[WARN] 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skips=29695) +[WARN] step=134993 skipped: non-finite grad (total_norm=inf, total skips=29696) +[WARN] step=134994 skipped: non-finite grad (total_norm=nan, total skips=29697) +[WARN] step=134995 skipped: non-finite grad (total_norm=inf, total skips=29698) +[WARN] step=134996 skipped: non-finite grad (total_norm=inf, total skips=29699) +[WARN] step=134997 skipped: non-finite grad (total_norm=inf, total skips=29700) +[WARN] step=134998 skipped: non-finite grad (total_norm=inf, total skips=29701) +[WARN] step=134999 skipped: non-finite grad (total_norm=inf, total skips=29702) +[WARN] step=135000 skipped: non-finite grad (total_norm=inf, total skips=29703) +[WARN] step=135001 skipped: non-finite grad (total_norm=inf, total skips=29704) +[WARN] step=135002 skipped: non-finite grad (total_norm=inf, total skips=29705) +[WARN] step=135003 skipped: non-finite grad (total_norm=inf, total skips=29706) +[WARN] step=135004 skipped: non-finite grad (total_norm=nan, total skips=29707) +[WARN] 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skips=29744) +[WARN] step=135042 skipped: non-finite grad (total_norm=inf, total skips=29745) +[WARN] step=135043 skipped: non-finite grad (total_norm=nan, total skips=29746) +[WARN] step=135044 skipped: non-finite grad (total_norm=nan, total skips=29747) +[WARN] step=135045 skipped: non-finite grad (total_norm=inf, total skips=29748) +[WARN] step=135046 skipped: non-finite grad (total_norm=nan, total skips=29749) +[WARN] step=135047 skipped: non-finite grad (total_norm=inf, total skips=29750) +[WARN] step=135048 skipped: non-finite grad (total_norm=nan, total skips=29751) +[WARN] step=135049 skipped: non-finite grad (total_norm=inf, total skips=29752) +[WARN] step=135050 skipped: non-finite grad (total_norm=inf, total skips=29753) +[WARN] step=135051 skipped: non-finite grad (total_norm=nan, total skips=29754) +[WARN] step=135052 skipped: non-finite grad (total_norm=inf, total skips=29755) +[WARN] step=135053 skipped: non-finite grad (total_norm=inf, total skips=29756) +[WARN] 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skips=29793) +[WARN] step=135091 skipped: non-finite grad (total_norm=inf, total skips=29794) +[WARN] step=135092 skipped: non-finite grad (total_norm=nan, total skips=29795) +[WARN] step=135093 skipped: non-finite grad (total_norm=inf, total skips=29796) +[WARN] step=135094 skipped: non-finite grad (total_norm=nan, total skips=29797) +[WARN] step=135095 skipped: non-finite grad (total_norm=nan, total skips=29798) +[WARN] step=135096 skipped: non-finite grad (total_norm=inf, total skips=29799) +[WARN] step=135097 skipped: non-finite grad (total_norm=inf, total skips=29800) +[WARN] step=135098 skipped: non-finite grad (total_norm=inf, total skips=29801) +[WARN] step=135099 skipped: non-finite grad (total_norm=inf, total skips=29802) +[WARN] step=135100 skipped: non-finite grad (total_norm=nan, total skips=29803) +[WARN] step=135101 skipped: non-finite grad (total_norm=nan, total skips=29804) +[WARN] step=135102 skipped: non-finite grad (total_norm=inf, total skips=29805) +[WARN] 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skips=29842) +[WARN] step=135140 skipped: non-finite grad (total_norm=nan, total skips=29843) +[WARN] step=135141 skipped: non-finite grad (total_norm=inf, total skips=29844) +[WARN] step=135142 skipped: non-finite grad (total_norm=inf, total skips=29845) +[WARN] step=135143 skipped: non-finite grad (total_norm=nan, total skips=29846) +[WARN] step=135144 skipped: non-finite grad (total_norm=inf, total skips=29847) +[WARN] step=135145 skipped: non-finite grad (total_norm=inf, total skips=29848) +[WARN] step=135146 skipped: non-finite grad (total_norm=inf, total skips=29849) +[WARN] step=135147 skipped: non-finite grad (total_norm=nan, total skips=29850) +[WARN] step=135148 skipped: non-finite grad (total_norm=inf, total skips=29851) +[WARN] step=135149 skipped: non-finite grad (total_norm=inf, total skips=29852) +[WARN] step=135150 skipped: non-finite grad (total_norm=inf, total skips=29853) +[WARN] step=135151 skipped: non-finite grad (total_norm=nan, total skips=29854) +[WARN] 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skips=29940) +[WARN] step=135238 skipped: non-finite grad (total_norm=inf, total skips=29941) +[WARN] step=135239 skipped: non-finite grad (total_norm=inf, total skips=29942) +[WARN] step=135240 skipped: non-finite grad (total_norm=inf, total skips=29943) +[WARN] step=135241 skipped: non-finite grad (total_norm=inf, total skips=29944) +[WARN] step=135242 skipped: non-finite grad (total_norm=inf, total skips=29945) +[WARN] step=135243 skipped: non-finite grad (total_norm=inf, total skips=29946) +[WARN] step=135244 skipped: non-finite grad (total_norm=inf, total skips=29947) +[WARN] step=135245 skipped: non-finite grad (total_norm=nan, total skips=29948) +[WARN] step=135246 skipped: non-finite grad (total_norm=inf, total skips=29949) +[WARN] step=135247 skipped: non-finite grad (total_norm=inf, total skips=29950) +[WARN] step=135248 skipped: non-finite grad (total_norm=inf, total skips=29951) +[WARN] step=135249 skipped: non-finite grad (total_norm=inf, total skips=29952) +[WARN] 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skips=29989) +[WARN] step=135287 skipped: non-finite grad (total_norm=inf, total skips=29990) +[WARN] step=135288 skipped: non-finite grad (total_norm=inf, total skips=29991) +[WARN] step=135289 skipped: non-finite grad (total_norm=inf, total skips=29992) +[WARN] step=135290 skipped: non-finite grad (total_norm=inf, total skips=29993) +[WARN] step=135291 skipped: non-finite grad (total_norm=inf, total skips=29994) +[WARN] step=135292 skipped: non-finite grad (total_norm=inf, total skips=29995) +[WARN] step=135293 skipped: non-finite grad (total_norm=inf, total skips=29996) +[WARN] step=135294 skipped: non-finite grad (total_norm=nan, total skips=29997) +[WARN] step=135295 skipped: non-finite grad (total_norm=inf, total skips=29998) +[WARN] step=135296 skipped: non-finite grad (total_norm=nan, total skips=29999) +[WARN] step=135297 skipped: non-finite grad (total_norm=inf, total skips=30000) +[WARN] step=135298 skipped: non-finite grad (total_norm=nan, total skips=30001) +[WARN] 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skips=30038) +[WARN] step=135336 skipped: non-finite grad (total_norm=inf, total skips=30039) +[WARN] step=135337 skipped: non-finite grad (total_norm=inf, total skips=30040) +[WARN] step=135338 skipped: non-finite grad (total_norm=nan, total skips=30041) +[WARN] step=135339 skipped: non-finite grad (total_norm=nan, total skips=30042) +[WARN] step=135340 skipped: non-finite grad (total_norm=nan, total skips=30043) +[WARN] step=135341 skipped: non-finite grad (total_norm=inf, total skips=30044) +[WARN] step=135342 skipped: non-finite grad (total_norm=nan, total skips=30045) +[WARN] step=135343 skipped: non-finite grad (total_norm=inf, total skips=30046) +[WARN] step=135344 skipped: non-finite grad (total_norm=inf, total skips=30047) +[WARN] step=135345 skipped: non-finite grad (total_norm=inf, total skips=30048) +[WARN] step=135346 skipped: non-finite grad (total_norm=inf, total skips=30049) +[WARN] step=135347 skipped: non-finite grad (total_norm=inf, total skips=30050) +[WARN] 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skips=30136) +[WARN] step=135434 skipped: non-finite grad (total_norm=inf, total skips=30137) +[WARN] step=135435 skipped: non-finite grad (total_norm=nan, total skips=30138) +[WARN] step=135436 skipped: non-finite grad (total_norm=inf, total skips=30139) +[WARN] step=135437 skipped: non-finite grad (total_norm=inf, total skips=30140) +[WARN] step=135438 skipped: non-finite grad (total_norm=inf, total skips=30141) +[WARN] step=135439 skipped: non-finite grad (total_norm=nan, total skips=30142) +[WARN] step=135440 skipped: non-finite grad (total_norm=inf, total skips=30143) +[WARN] step=135441 skipped: non-finite grad (total_norm=inf, total skips=30144) +[WARN] step=135442 skipped: non-finite grad (total_norm=inf, total skips=30145) +[WARN] step=135443 skipped: non-finite grad (total_norm=nan, total skips=30146) +[WARN] step=135444 skipped: non-finite grad (total_norm=inf, total skips=30147) +[WARN] step=135445 skipped: non-finite grad (total_norm=inf, total skips=30148) +[WARN] 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skips=30185) +[WARN] step=135483 skipped: non-finite grad (total_norm=inf, total skips=30186) +[WARN] step=135484 skipped: non-finite grad (total_norm=inf, total skips=30187) +[WARN] step=135485 skipped: non-finite grad (total_norm=inf, total skips=30188) +[WARN] step=135486 skipped: non-finite grad (total_norm=nan, total skips=30189) +[WARN] step=135487 skipped: non-finite grad (total_norm=inf, total skips=30190) +[WARN] step=135488 skipped: non-finite grad (total_norm=nan, total skips=30191) +[WARN] step=135489 skipped: non-finite grad (total_norm=inf, total skips=30192) +[WARN] step=135490 skipped: non-finite grad (total_norm=inf, total skips=30193) +[WARN] step=135491 skipped: non-finite grad (total_norm=inf, total skips=30194) +[WARN] step=135492 skipped: non-finite grad (total_norm=nan, total skips=30195) +[WARN] step=135493 skipped: non-finite grad (total_norm=inf, total skips=30196) +[WARN] step=135494 skipped: non-finite grad (total_norm=inf, total skips=30197) +[WARN] 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skips=30234) +[WARN] step=135532 skipped: non-finite grad (total_norm=nan, total skips=30235) +[WARN] step=135533 skipped: non-finite grad (total_norm=nan, total skips=30236) +[WARN] step=135534 skipped: non-finite grad (total_norm=inf, total skips=30237) +[WARN] step=135535 skipped: non-finite grad (total_norm=nan, total skips=30238) +[WARN] step=135536 skipped: non-finite grad (total_norm=nan, total skips=30239) +[WARN] step=135537 skipped: non-finite grad (total_norm=inf, total skips=30240) +[WARN] step=135538 skipped: non-finite grad (total_norm=inf, total skips=30241) +[WARN] step=135539 skipped: non-finite grad (total_norm=inf, total skips=30242) +[WARN] step=135540 skipped: non-finite grad (total_norm=nan, total skips=30243) +[WARN] step=135541 skipped: non-finite grad (total_norm=inf, total skips=30244) +[WARN] step=135542 skipped: non-finite grad (total_norm=inf, total skips=30245) +[WARN] step=135543 skipped: non-finite grad (total_norm=inf, total skips=30246) +[WARN] 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(total_norm=inf, total skips=30271) +[WARN] step=135569 skipped: non-finite grad (total_norm=inf, total skips=30272) +[WARN] step=135570 skipped: non-finite grad (total_norm=inf, total skips=30273) +[WARN] step=135571 skipped: non-finite grad (total_norm=inf, total skips=30274) +[WARN] step=135572 skipped: non-finite grad (total_norm=inf, total skips=30275) +[WARN] step=135573 skipped: non-finite grad (total_norm=nan, total skips=30276) +[WARN] step=135574 skipped: non-finite grad (total_norm=nan, total skips=30277) +[WARN] step=135575 skipped: non-finite grad (total_norm=inf, total skips=30278) +[WARN] step=135576 skipped: non-finite grad (total_norm=inf, total skips=30279) +[WARN] step=135577 skipped: non-finite grad (total_norm=nan, total skips=30280) +[WARN] step=135578 skipped: non-finite grad (total_norm=nan, total skips=30281) +[WARN] step=135579 skipped: non-finite grad (total_norm=inf, total skips=30282) +[WARN] step=135580 skipped: non-finite grad (total_norm=nan, total skips=30283) +[WARN] step=135581 skipped: non-finite grad (total_norm=nan, total skips=30284) +[WARN] step=135582 skipped: non-finite grad (total_norm=inf, total skips=30285) +[WARN] step=135583 skipped: non-finite grad (total_norm=inf, total skips=30286) +[WARN] step=135584 skipped: non-finite grad (total_norm=inf, total skips=30287) +[WARN] step=135585 skipped: non-finite grad (total_norm=inf, total skips=30288) +[WARN] step=135586 skipped: non-finite grad (total_norm=inf, total skips=30289) +[WARN] step=135587 skipped: non-finite grad (total_norm=inf, total skips=30290) +[WARN] step=135588 skipped: non-finite grad (total_norm=inf, total skips=30291) +[WARN] step=135589 skipped: non-finite grad (total_norm=inf, total skips=30292) +[WARN] step=135590 skipped: non-finite grad (total_norm=inf, total skips=30293) +[WARN] step=135591 skipped: non-finite grad (total_norm=inf, total skips=30294) +[WARN] step=135592 skipped: non-finite grad (total_norm=inf, total skips=30295) +[WARN] 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skips=30332) +[WARN] step=135630 skipped: non-finite grad (total_norm=inf, total skips=30333) +[WARN] step=135631 skipped: non-finite grad (total_norm=inf, total skips=30334) +[WARN] step=135632 skipped: non-finite grad (total_norm=nan, total skips=30335) +[WARN] step=135633 skipped: non-finite grad (total_norm=inf, total skips=30336) +[WARN] step=135634 skipped: non-finite grad (total_norm=inf, total skips=30337) +[WARN] step=135635 skipped: non-finite grad (total_norm=inf, total skips=30338) +[WARN] step=135636 skipped: non-finite grad (total_norm=nan, total skips=30339) +[WARN] step=135637 skipped: non-finite grad (total_norm=nan, total skips=30340) +[WARN] step=135638 skipped: non-finite grad (total_norm=inf, total skips=30341) +[WARN] step=135639 skipped: non-finite grad (total_norm=inf, total skips=30342) +[WARN] step=135640 skipped: non-finite grad (total_norm=inf, total skips=30343) +[WARN] step=135641 skipped: non-finite grad (total_norm=nan, total skips=30344) +[WARN] 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skips=30381) +[WARN] step=135679 skipped: non-finite grad (total_norm=inf, total skips=30382) +[WARN] step=135680 skipped: non-finite grad (total_norm=nan, total skips=30383) +[WARN] step=135681 skipped: non-finite grad (total_norm=inf, total skips=30384) +[WARN] step=135682 skipped: non-finite grad (total_norm=inf, total skips=30385) +[WARN] step=135683 skipped: non-finite grad (total_norm=inf, total skips=30386) +[WARN] step=135684 skipped: non-finite grad (total_norm=nan, total skips=30387) +[WARN] step=135685 skipped: non-finite grad (total_norm=inf, total skips=30388) +[WARN] step=135686 skipped: non-finite grad (total_norm=inf, total skips=30389) +[WARN] step=135687 skipped: non-finite grad (total_norm=inf, total skips=30390) +[WARN] step=135688 skipped: non-finite grad (total_norm=nan, total skips=30391) +[WARN] step=135689 skipped: non-finite grad (total_norm=inf, total skips=30392) +[WARN] step=135690 skipped: non-finite grad (total_norm=inf, total skips=30393) +[WARN] 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skips=30430) +[WARN] step=135728 skipped: non-finite grad (total_norm=nan, total skips=30431) +[WARN] step=135729 skipped: non-finite grad (total_norm=inf, total skips=30432) +[WARN] step=135730 skipped: non-finite grad (total_norm=inf, total skips=30433) +[WARN] step=135731 skipped: non-finite grad (total_norm=inf, total skips=30434) +[WARN] step=135732 skipped: non-finite grad (total_norm=inf, total skips=30435) +[WARN] step=135733 skipped: non-finite grad (total_norm=inf, total skips=30436) +[WARN] step=135734 skipped: non-finite grad (total_norm=nan, total skips=30437) +[WARN] step=135735 skipped: non-finite grad (total_norm=inf, total skips=30438) +[WARN] step=135736 skipped: non-finite grad (total_norm=nan, total skips=30439) +[WARN] step=135737 skipped: non-finite grad (total_norm=inf, total skips=30440) +[WARN] step=135738 skipped: non-finite grad (total_norm=inf, total skips=30441) +[WARN] step=135739 skipped: non-finite grad (total_norm=inf, total skips=30442) +[WARN] 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skips=30479) +[WARN] step=135777 skipped: non-finite grad (total_norm=inf, total skips=30480) +[WARN] step=135778 skipped: non-finite grad (total_norm=nan, total skips=30481) +[WARN] step=135779 skipped: non-finite grad (total_norm=nan, total skips=30482) +[WARN] step=135780 skipped: non-finite grad (total_norm=nan, total skips=30483) +[WARN] step=135781 skipped: non-finite grad (total_norm=nan, total skips=30484) +[WARN] step=135782 skipped: non-finite grad (total_norm=inf, total skips=30485) +[WARN] step=135783 skipped: non-finite grad (total_norm=nan, total skips=30486) +[WARN] step=135784 skipped: non-finite grad (total_norm=inf, total skips=30487) +[WARN] step=135785 skipped: non-finite grad (total_norm=inf, total skips=30488) +[WARN] step=135786 skipped: non-finite grad (total_norm=inf, total skips=30489) +[WARN] step=135787 skipped: non-finite grad (total_norm=inf, total skips=30490) +[WARN] step=135788 skipped: non-finite grad (total_norm=inf, total skips=30491) +[WARN] 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skips=30528) +[WARN] step=135826 skipped: non-finite grad (total_norm=inf, total skips=30529) +[WARN] step=135827 skipped: non-finite grad (total_norm=inf, total skips=30530) +[WARN] step=135828 skipped: non-finite grad (total_norm=inf, total skips=30531) +[WARN] step=135829 skipped: non-finite grad (total_norm=inf, total skips=30532) +[WARN] step=135830 skipped: non-finite grad (total_norm=inf, total skips=30533) +[WARN] step=135831 skipped: non-finite grad (total_norm=inf, total skips=30534) +[WARN] step=135832 skipped: non-finite grad (total_norm=inf, total skips=30535) +[WARN] step=135833 skipped: non-finite grad (total_norm=nan, total skips=30536) +[WARN] step=135834 skipped: non-finite grad (total_norm=inf, total skips=30537) +[WARN] step=135835 skipped: non-finite grad (total_norm=nan, total skips=30538) +[WARN] step=135836 skipped: non-finite grad (total_norm=inf, total skips=30539) +[WARN] step=135837 skipped: non-finite grad (total_norm=inf, total skips=30540) +[WARN] 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skips=30577) +[WARN] step=135875 skipped: non-finite grad (total_norm=nan, total skips=30578) +[WARN] step=135876 skipped: non-finite grad (total_norm=inf, total skips=30579) +[WARN] step=135877 skipped: non-finite grad (total_norm=inf, total skips=30580) +[WARN] step=135878 skipped: non-finite grad (total_norm=inf, total skips=30581) +[WARN] step=135879 skipped: non-finite grad (total_norm=inf, total skips=30582) +[WARN] step=135880 skipped: non-finite grad (total_norm=inf, total skips=30583) +[WARN] step=135881 skipped: non-finite grad (total_norm=inf, total skips=30584) +[WARN] step=135882 skipped: non-finite grad (total_norm=nan, total skips=30585) +[WARN] step=135883 skipped: non-finite grad (total_norm=inf, total skips=30586) +[WARN] step=135884 skipped: non-finite grad (total_norm=inf, total skips=30587) +[WARN] step=135885 skipped: non-finite grad (total_norm=inf, total skips=30588) +[WARN] step=135886 skipped: non-finite grad (total_norm=inf, total skips=30589) +[WARN] 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skips=30626) +[WARN] step=135924 skipped: non-finite grad (total_norm=inf, total skips=30627) +[WARN] step=135925 skipped: non-finite grad (total_norm=inf, total skips=30628) +[WARN] step=135926 skipped: non-finite grad (total_norm=nan, total skips=30629) +[WARN] step=135927 skipped: non-finite grad (total_norm=nan, total skips=30630) +[WARN] step=135928 skipped: non-finite grad (total_norm=inf, total skips=30631) +[WARN] step=135929 skipped: non-finite grad (total_norm=inf, total skips=30632) +[WARN] step=135930 skipped: non-finite grad (total_norm=inf, total skips=30633) +[WARN] step=135931 skipped: non-finite grad (total_norm=inf, total skips=30634) +[WARN] step=135932 skipped: non-finite grad (total_norm=inf, total skips=30635) +[WARN] step=135933 skipped: non-finite grad (total_norm=inf, total skips=30636) +[WARN] step=135934 skipped: non-finite grad (total_norm=nan, total skips=30637) +[WARN] step=135935 skipped: non-finite grad (total_norm=inf, total skips=30638) +[WARN] 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skips=30724) +[WARN] step=136022 skipped: non-finite grad (total_norm=inf, total skips=30725) +[WARN] step=136023 skipped: non-finite grad (total_norm=inf, total skips=30726) +[WARN] step=136024 skipped: non-finite grad (total_norm=inf, total skips=30727) +[WARN] step=136025 skipped: non-finite grad (total_norm=inf, total skips=30728) +[WARN] step=136026 skipped: non-finite grad (total_norm=inf, total skips=30729) +[WARN] step=136027 skipped: non-finite grad (total_norm=inf, total skips=30730) +[WARN] step=136028 skipped: non-finite grad (total_norm=inf, total skips=30731) +[WARN] step=136029 skipped: non-finite grad (total_norm=nan, total skips=30732) +[WARN] step=136030 skipped: non-finite grad (total_norm=inf, total skips=30733) +[WARN] step=136031 skipped: non-finite grad (total_norm=inf, total skips=30734) +[WARN] step=136032 skipped: non-finite grad (total_norm=inf, total skips=30735) +[WARN] step=136033 skipped: non-finite grad (total_norm=inf, total skips=30736) +[WARN] 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skips=30773) +[WARN] step=136071 skipped: non-finite grad (total_norm=inf, total skips=30774) +[WARN] step=136072 skipped: non-finite grad (total_norm=inf, total skips=30775) +[WARN] step=136073 skipped: non-finite grad (total_norm=inf, total skips=30776) +[WARN] step=136074 skipped: non-finite grad (total_norm=inf, total skips=30777) +[WARN] step=136075 skipped: non-finite grad (total_norm=inf, total skips=30778) +[WARN] step=136076 skipped: non-finite grad (total_norm=nan, total skips=30779) +[WARN] step=136077 skipped: non-finite grad (total_norm=inf, total skips=30780) +[WARN] step=136078 skipped: non-finite grad (total_norm=inf, total skips=30781) +[WARN] step=136079 skipped: non-finite grad (total_norm=inf, total skips=30782) +[WARN] step=136080 skipped: non-finite grad (total_norm=inf, total skips=30783) +[WARN] step=136081 skipped: non-finite grad (total_norm=inf, total skips=30784) +[WARN] step=136082 skipped: non-finite grad (total_norm=inf, total skips=30785) +[WARN] 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skips=30871) +[WARN] step=136169 skipped: non-finite grad (total_norm=inf, total skips=30872) +[WARN] step=136170 skipped: non-finite grad (total_norm=inf, total skips=30873) +[WARN] step=136171 skipped: non-finite grad (total_norm=inf, total skips=30874) +[WARN] step=136172 skipped: non-finite grad (total_norm=inf, total skips=30875) +[WARN] step=136173 skipped: non-finite grad (total_norm=inf, total skips=30876) +[WARN] step=136174 skipped: non-finite grad (total_norm=inf, total skips=30877) +[WARN] step=136175 skipped: non-finite grad (total_norm=inf, total skips=30878) +[WARN] step=136176 skipped: non-finite grad (total_norm=nan, total skips=30879) +[WARN] step=136177 skipped: non-finite grad (total_norm=inf, total skips=30880) +[WARN] step=136178 skipped: non-finite grad (total_norm=inf, total skips=30881) +[WARN] step=136179 skipped: non-finite grad (total_norm=nan, total skips=30882) +[WARN] step=136180 skipped: non-finite grad (total_norm=inf, total skips=30883) +[WARN] 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skips=31312) +[WARN] step=136610 skipped: non-finite grad (total_norm=inf, total skips=31313) +[WARN] step=136611 skipped: non-finite grad (total_norm=inf, total skips=31314) +[WARN] step=136612 skipped: non-finite grad (total_norm=inf, total skips=31315) +[WARN] step=136613 skipped: non-finite grad (total_norm=inf, total skips=31316) +[WARN] step=136614 skipped: non-finite grad (total_norm=inf, total skips=31317) +[WARN] step=136615 skipped: non-finite grad (total_norm=inf, total skips=31318) +[WARN] step=136616 skipped: non-finite grad (total_norm=inf, total skips=31319) +[WARN] step=136617 skipped: non-finite grad (total_norm=inf, total skips=31320) +[WARN] step=136618 skipped: non-finite grad (total_norm=inf, total skips=31321) +[WARN] step=136619 skipped: non-finite grad (total_norm=nan, total skips=31322) +[WARN] step=136620 skipped: non-finite grad (total_norm=nan, total skips=31323) +[WARN] step=136621 skipped: non-finite grad (total_norm=inf, total skips=31324) +[WARN] 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skips=31410) +[WARN] step=136708 skipped: non-finite grad (total_norm=inf, total skips=31411) +[WARN] step=136709 skipped: non-finite grad (total_norm=nan, total skips=31412) +[WARN] step=136710 skipped: non-finite grad (total_norm=nan, total skips=31413) +[WARN] step=136711 skipped: non-finite grad (total_norm=nan, total skips=31414) +[WARN] step=136712 skipped: non-finite grad (total_norm=nan, total skips=31415) +[WARN] step=136713 skipped: non-finite grad (total_norm=nan, total skips=31416) +[WARN] step=136714 skipped: non-finite grad (total_norm=nan, total skips=31417) +[WARN] step=136715 skipped: non-finite grad (total_norm=inf, total skips=31418) +[WARN] step=136716 skipped: non-finite grad (total_norm=nan, total skips=31419) +[WARN] step=136717 skipped: non-finite grad (total_norm=inf, total skips=31420) +[WARN] step=136718 skipped: non-finite grad (total_norm=inf, total skips=31421) +[WARN] step=136719 skipped: non-finite grad (total_norm=inf, total skips=31422) +[WARN] 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skips=31508) +[WARN] step=136806 skipped: non-finite grad (total_norm=nan, total skips=31509) +[WARN] step=136807 skipped: non-finite grad (total_norm=nan, total skips=31510) +[WARN] step=136808 skipped: non-finite grad (total_norm=inf, total skips=31511) +[WARN] step=136809 skipped: non-finite grad (total_norm=nan, total skips=31512) +[WARN] step=136810 skipped: non-finite grad (total_norm=inf, total skips=31513) +[WARN] step=136811 skipped: non-finite grad (total_norm=nan, total skips=31514) +[WARN] step=136812 skipped: non-finite grad (total_norm=nan, total skips=31515) +[WARN] step=136813 skipped: non-finite grad (total_norm=inf, total skips=31516) +[WARN] step=136814 skipped: non-finite grad (total_norm=inf, total skips=31517) +[WARN] step=136815 skipped: non-finite grad (total_norm=inf, total skips=31518) +[WARN] step=136816 skipped: non-finite grad (total_norm=nan, total skips=31519) +[WARN] step=136817 skipped: non-finite grad (total_norm=inf, total skips=31520) +[WARN] 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skips=31557) +[WARN] step=136855 skipped: non-finite grad (total_norm=nan, total skips=31558) +[WARN] step=136856 skipped: non-finite grad (total_norm=nan, total skips=31559) +[WARN] step=136857 skipped: non-finite grad (total_norm=inf, total skips=31560) +[WARN] step=136858 skipped: non-finite grad (total_norm=inf, total skips=31561) +[WARN] step=136859 skipped: non-finite grad (total_norm=nan, total skips=31562) +[WARN] step=136860 skipped: non-finite grad (total_norm=nan, total skips=31563) +[WARN] step=136861 skipped: non-finite grad (total_norm=inf, total skips=31564) +[WARN] step=136862 skipped: non-finite grad (total_norm=inf, total skips=31565) +[WARN] step=136863 skipped: non-finite grad (total_norm=inf, total skips=31566) +[WARN] step=136864 skipped: non-finite grad (total_norm=nan, total skips=31567) +[WARN] step=136865 skipped: non-finite grad (total_norm=nan, total skips=31568) +[WARN] step=136866 skipped: non-finite grad (total_norm=nan, total skips=31569) +[WARN] 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skips=31655) +[WARN] step=136953 skipped: non-finite grad (total_norm=inf, total skips=31656) +[WARN] step=136954 skipped: non-finite grad (total_norm=inf, total skips=31657) +[WARN] step=136955 skipped: non-finite grad (total_norm=inf, total skips=31658) +[WARN] step=136956 skipped: non-finite grad (total_norm=nan, total skips=31659) +[WARN] step=136957 skipped: non-finite grad (total_norm=inf, total skips=31660) +[WARN] step=136958 skipped: non-finite grad (total_norm=inf, total skips=31661) +[WARN] step=136959 skipped: non-finite grad (total_norm=nan, total skips=31662) +[WARN] step=136960 skipped: non-finite grad (total_norm=inf, total skips=31663) +[WARN] step=136961 skipped: non-finite grad (total_norm=nan, total skips=31664) +[WARN] step=136962 skipped: non-finite grad (total_norm=inf, total skips=31665) +[WARN] step=136963 skipped: non-finite grad (total_norm=inf, total skips=31666) +[WARN] step=136964 skipped: non-finite grad (total_norm=nan, total skips=31667) +[WARN] 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skips=31704) +[WARN] step=137002 skipped: non-finite grad (total_norm=nan, total skips=31705) +[WARN] step=137003 skipped: non-finite grad (total_norm=inf, total skips=31706) +[WARN] step=137004 skipped: non-finite grad (total_norm=nan, total skips=31707) +[WARN] step=137005 skipped: non-finite grad (total_norm=nan, total skips=31708) +[WARN] step=137006 skipped: non-finite grad (total_norm=inf, total skips=31709) +[WARN] step=137007 skipped: non-finite grad (total_norm=inf, total skips=31710) +[WARN] step=137008 skipped: non-finite grad (total_norm=inf, total skips=31711) +[WARN] step=137009 skipped: non-finite grad (total_norm=inf, total skips=31712) +[WARN] step=137010 skipped: non-finite grad (total_norm=nan, total skips=31713) +[WARN] step=137011 skipped: non-finite grad (total_norm=nan, total skips=31714) +[WARN] step=137012 skipped: non-finite grad (total_norm=inf, total skips=31715) +[WARN] step=137013 skipped: non-finite grad (total_norm=nan, total skips=31716) +[WARN] 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skips=31753) +[WARN] step=137051 skipped: non-finite grad (total_norm=inf, total skips=31754) +[WARN] step=137052 skipped: non-finite grad (total_norm=nan, total skips=31755) +[WARN] step=137053 skipped: non-finite grad (total_norm=inf, total skips=31756) +[WARN] step=137054 skipped: non-finite grad (total_norm=inf, total skips=31757) +[WARN] step=137055 skipped: non-finite grad (total_norm=inf, total skips=31758) +[WARN] step=137056 skipped: non-finite grad (total_norm=nan, total skips=31759) +[WARN] step=137057 skipped: non-finite grad (total_norm=inf, total skips=31760) +[WARN] step=137058 skipped: non-finite grad (total_norm=nan, total skips=31761) +[WARN] step=137059 skipped: non-finite grad (total_norm=nan, total skips=31762) +[WARN] step=137060 skipped: non-finite grad (total_norm=inf, total skips=31763) +[WARN] step=137061 skipped: non-finite grad (total_norm=inf, total skips=31764) +[WARN] step=137062 skipped: non-finite grad (total_norm=inf, total skips=31765) +[WARN] 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skips=31802) +[WARN] step=137100 skipped: non-finite grad (total_norm=inf, total skips=31803) +[WARN] step=137101 skipped: non-finite grad (total_norm=inf, total skips=31804) +[WARN] step=137102 skipped: non-finite grad (total_norm=nan, total skips=31805) +[WARN] step=137103 skipped: non-finite grad (total_norm=inf, total skips=31806) +[WARN] step=137104 skipped: non-finite grad (total_norm=inf, total skips=31807) +[WARN] step=137105 skipped: non-finite grad (total_norm=inf, total skips=31808) +[WARN] step=137106 skipped: non-finite grad (total_norm=nan, total skips=31809) +[WARN] step=137107 skipped: non-finite grad (total_norm=nan, total skips=31810) +[WARN] step=137108 skipped: non-finite grad (total_norm=inf, total skips=31811) +[WARN] step=137109 skipped: non-finite grad (total_norm=inf, total skips=31812) +[WARN] step=137110 skipped: non-finite grad (total_norm=inf, total skips=31813) +[WARN] step=137111 skipped: non-finite grad (total_norm=inf, total skips=31814) +[WARN] step=137112 skipped: non-finite grad (total_norm=nan, total skips=31815) +[WARN] step=137113 skipped: non-finite grad (total_norm=nan, total skips=31816) +[WARN] step=137114 skipped: non-finite grad (total_norm=nan, total skips=31817) +[WARN] step=137115 skipped: non-finite grad (total_norm=nan, total skips=31818) +[WARN] step=137116 skipped: non-finite grad (total_norm=nan, total skips=31819) +[WARN] step=137117 skipped: non-finite grad (total_norm=inf, total skips=31820) +[WARN] step=137118 skipped: non-finite grad (total_norm=inf, total skips=31821) +[WARN] step=137119 skipped: non-finite grad (total_norm=inf, total skips=31822) +[WARN] step=137120 skipped: non-finite grad (total_norm=nan, total skips=31823) +[WARN] step=137121 skipped: non-finite grad (total_norm=inf, total skips=31824) +[WARN] step=137122 skipped: non-finite grad (total_norm=inf, total skips=31825) +[WARN] step=137123 skipped: non-finite grad (total_norm=inf, total skips=31826) +[WARN] step=137124 skipped: 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skips=31851) +[WARN] step=137149 skipped: non-finite grad (total_norm=nan, total skips=31852) +[WARN] step=137150 skipped: non-finite grad (total_norm=inf, total skips=31853) +[WARN] step=137151 skipped: non-finite grad (total_norm=nan, total skips=31854) +[WARN] step=137152 skipped: non-finite grad (total_norm=inf, total skips=31855) +[WARN] step=137153 skipped: non-finite grad (total_norm=inf, total skips=31856) +[WARN] step=137154 skipped: non-finite grad (total_norm=nan, total skips=31857) +[WARN] step=137155 skipped: non-finite grad (total_norm=inf, total skips=31858) +[WARN] step=137156 skipped: non-finite grad (total_norm=nan, total skips=31859) +[WARN] step=137157 skipped: non-finite grad (total_norm=nan, total skips=31860) +[WARN] step=137158 skipped: non-finite grad (total_norm=nan, total skips=31861) +[WARN] step=137159 skipped: non-finite grad (total_norm=inf, total skips=31862) +[WARN] step=137160 skipped: non-finite grad (total_norm=inf, total skips=31863) +[WARN] 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skips=31900) +[WARN] step=137198 skipped: non-finite grad (total_norm=nan, total skips=31901) +[WARN] step=137199 skipped: non-finite grad (total_norm=inf, total skips=31902) +[WARN] step=137200 skipped: non-finite grad (total_norm=nan, total skips=31903) +[WARN] step=137201 skipped: non-finite grad (total_norm=nan, total skips=31904) +[WARN] step=137202 skipped: non-finite grad (total_norm=inf, total skips=31905) +[WARN] step=137203 skipped: non-finite grad (total_norm=nan, total skips=31906) +[WARN] step=137204 skipped: non-finite grad (total_norm=nan, total skips=31907) +[WARN] step=137205 skipped: non-finite grad (total_norm=inf, total skips=31908) +[WARN] step=137206 skipped: non-finite grad (total_norm=nan, total skips=31909) +[WARN] step=137207 skipped: non-finite grad (total_norm=nan, total skips=31910) +[WARN] step=137208 skipped: non-finite grad (total_norm=nan, total skips=31911) +[WARN] step=137209 skipped: non-finite grad (total_norm=inf, total skips=31912) +[WARN] 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skips=31949) +[WARN] step=137247 skipped: non-finite grad (total_norm=nan, total skips=31950) +[WARN] step=137248 skipped: non-finite grad (total_norm=inf, total skips=31951) +[WARN] step=137249 skipped: non-finite grad (total_norm=inf, total skips=31952) +[WARN] step=137250 skipped: non-finite grad (total_norm=inf, total skips=31953) +[WARN] step=137251 skipped: non-finite grad (total_norm=inf, total skips=31954) +[WARN] step=137252 skipped: non-finite grad (total_norm=nan, total skips=31955) +[WARN] step=137253 skipped: non-finite grad (total_norm=inf, total skips=31956) +[WARN] step=137254 skipped: non-finite grad (total_norm=nan, total skips=31957) +[WARN] step=137255 skipped: non-finite grad (total_norm=inf, total skips=31958) +[WARN] step=137256 skipped: non-finite grad (total_norm=inf, total skips=31959) +[WARN] step=137257 skipped: non-finite grad (total_norm=inf, total skips=31960) +[WARN] step=137258 skipped: non-finite grad (total_norm=inf, total skips=31961) +[WARN] 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skips=32341) +[WARN] step=137640 skipped: non-finite grad (total_norm=inf, total skips=32342) +[WARN] step=137641 skipped: non-finite grad (total_norm=nan, total skips=32343) +[WARN] step=137642 skipped: non-finite grad (total_norm=inf, total skips=32344) +[WARN] step=137643 skipped: non-finite grad (total_norm=inf, total skips=32345) +[WARN] step=137644 skipped: non-finite grad (total_norm=nan, total skips=32346) +[WARN] step=137645 skipped: non-finite grad (total_norm=inf, total skips=32347) +[WARN] step=137646 skipped: non-finite grad (total_norm=inf, total skips=32348) +[WARN] step=137647 skipped: non-finite grad (total_norm=inf, total skips=32349) +[WARN] step=137648 skipped: non-finite grad (total_norm=nan, total skips=32350) +[WARN] step=137649 skipped: non-finite grad (total_norm=inf, total skips=32351) +[WARN] step=137650 skipped: non-finite grad (total_norm=nan, total skips=32352) +[WARN] step=137651 skipped: non-finite grad (total_norm=nan, total skips=32353) +[WARN] 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skips=32586) +[WARN] step=137885 skipped: non-finite grad (total_norm=nan, total skips=32587) +[WARN] step=137886 skipped: non-finite grad (total_norm=inf, total skips=32588) +[WARN] step=137887 skipped: non-finite grad (total_norm=nan, total skips=32589) +[WARN] step=137888 skipped: non-finite grad (total_norm=inf, total skips=32590) +[WARN] step=137889 skipped: non-finite grad (total_norm=nan, total skips=32591) +[WARN] step=137890 skipped: non-finite grad (total_norm=inf, total skips=32592) +[WARN] step=137891 skipped: non-finite grad (total_norm=inf, total skips=32593) +[WARN] step=137892 skipped: non-finite grad (total_norm=nan, total skips=32594) +[WARN] step=137893 skipped: non-finite grad (total_norm=inf, total skips=32595) +[WARN] step=137894 skipped: non-finite grad (total_norm=inf, total skips=32596) +[WARN] step=137895 skipped: non-finite grad (total_norm=nan, total skips=32597) +[WARN] step=137896 skipped: non-finite grad (total_norm=inf, total skips=32598) +[WARN] 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skips=32733) +[WARN] step=138032 skipped: non-finite grad (total_norm=inf, total skips=32734) +[WARN] step=138033 skipped: non-finite grad (total_norm=nan, total skips=32735) +[WARN] step=138034 skipped: non-finite grad (total_norm=nan, total skips=32736) +[WARN] step=138035 skipped: non-finite grad (total_norm=nan, total skips=32737) +[WARN] step=138036 skipped: non-finite grad (total_norm=inf, total skips=32738) +[WARN] step=138037 skipped: non-finite grad (total_norm=nan, total skips=32739) +[WARN] step=138038 skipped: non-finite grad (total_norm=inf, total skips=32740) +[WARN] step=138039 skipped: non-finite grad (total_norm=inf, total skips=32741) +[WARN] step=138040 skipped: non-finite grad (total_norm=inf, total skips=32742) +[WARN] step=138041 skipped: non-finite grad (total_norm=inf, total skips=32743) +[WARN] step=138042 skipped: non-finite grad (total_norm=inf, total skips=32744) +[WARN] step=138043 skipped: non-finite grad (total_norm=inf, total skips=32745) +[WARN] 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(total_norm=inf, total skips=32770) +[WARN] step=138069 skipped: non-finite grad (total_norm=inf, total skips=32771) +[WARN] step=138070 skipped: non-finite grad (total_norm=nan, total skips=32772) +[WARN] step=138071 skipped: non-finite grad (total_norm=inf, total skips=32773) +[WARN] step=138072 skipped: non-finite grad (total_norm=inf, total skips=32774) +[WARN] step=138073 skipped: non-finite grad (total_norm=inf, total skips=32775) +[WARN] step=138074 skipped: non-finite grad (total_norm=nan, total skips=32776) +[WARN] step=138075 skipped: non-finite grad (total_norm=inf, total skips=32777) +[WARN] step=138076 skipped: non-finite grad (total_norm=inf, total skips=32778) +[WARN] step=138077 skipped: non-finite grad (total_norm=inf, total skips=32779) +[WARN] step=138078 skipped: non-finite grad (total_norm=inf, total skips=32780) +[WARN] step=138079 skipped: non-finite grad (total_norm=nan, total skips=32781) +[WARN] step=138080 skipped: non-finite grad (total_norm=inf, total skips=32782) +[WARN] step=138081 skipped: non-finite grad (total_norm=inf, total skips=32783) +[WARN] step=138082 skipped: non-finite grad (total_norm=inf, total skips=32784) +[WARN] step=138083 skipped: non-finite grad (total_norm=nan, total skips=32785) +[WARN] step=138084 skipped: non-finite grad (total_norm=inf, total skips=32786) +[WARN] step=138085 skipped: non-finite grad (total_norm=inf, total skips=32787) +[WARN] step=138086 skipped: non-finite grad (total_norm=inf, total skips=32788) +[WARN] step=138087 skipped: non-finite grad (total_norm=inf, total skips=32789) +[WARN] step=138088 skipped: non-finite grad (total_norm=nan, total skips=32790) +[WARN] step=138089 skipped: non-finite grad (total_norm=nan, total skips=32791) +[WARN] step=138090 skipped: non-finite grad (total_norm=inf, total skips=32792) +[WARN] step=138091 skipped: non-finite grad (total_norm=nan, total skips=32793) +[WARN] step=138092 skipped: non-finite grad (total_norm=nan, total skips=32794) +[WARN] step=138093 skipped: non-finite grad (total_norm=inf, total skips=32795) +[WARN] step=138094 skipped: non-finite grad (total_norm=inf, total skips=32796) +[WARN] step=138095 skipped: non-finite grad (total_norm=inf, total skips=32797) +[WARN] step=138096 skipped: non-finite grad (total_norm=inf, total skips=32798) +[WARN] step=138097 skipped: non-finite grad (total_norm=inf, total skips=32799) +[WARN] step=138098 skipped: non-finite grad (total_norm=inf, total skips=32800) +[WARN] step=138099 skipped: non-finite grad (total_norm=inf, total skips=32801) +[WARN] step=138100 skipped: non-finite grad (total_norm=inf, total skips=32802) +[WARN] step=138101 skipped: non-finite grad (total_norm=nan, total skips=32803) +[WARN] step=138102 skipped: non-finite grad (total_norm=inf, total skips=32804) +[WARN] step=138103 skipped: non-finite grad (total_norm=inf, total skips=32805) +[WARN] step=138104 skipped: non-finite grad (total_norm=inf, total skips=32806) +[WARN] step=138105 skipped: non-finite grad (total_norm=inf, total skips=32807) +[WARN] step=138106 skipped: non-finite grad (total_norm=inf, total skips=32808) +[WARN] step=138107 skipped: non-finite grad (total_norm=inf, total skips=32809) +[WARN] step=138108 skipped: non-finite grad (total_norm=inf, total skips=32810) +[WARN] step=138109 skipped: non-finite grad (total_norm=inf, total skips=32811) +[WARN] step=138110 skipped: non-finite grad (total_norm=inf, total skips=32812) +[WARN] step=138111 skipped: non-finite grad (total_norm=nan, total skips=32813) +[WARN] step=138112 skipped: non-finite grad (total_norm=inf, total skips=32814) +[WARN] step=138113 skipped: non-finite grad (total_norm=nan, total skips=32815) +[WARN] step=138114 skipped: non-finite grad (total_norm=inf, total skips=32816) +[WARN] step=138115 skipped: non-finite grad (total_norm=inf, total skips=32817) +[WARN] step=138116 skipped: non-finite grad (total_norm=nan, total skips=32818) +[WARN] step=138117 skipped: non-finite grad (total_norm=nan, total skips=32819) +[WARN] step=138118 skipped: non-finite grad (total_norm=inf, total skips=32820) +[WARN] step=138119 skipped: non-finite grad (total_norm=inf, total skips=32821) +[WARN] step=138120 skipped: non-finite grad (total_norm=inf, total skips=32822) +[WARN] step=138121 skipped: non-finite grad (total_norm=nan, total skips=32823) +[WARN] step=138122 skipped: non-finite grad (total_norm=inf, total skips=32824) +[WARN] step=138123 skipped: non-finite grad (total_norm=inf, total skips=32825) +[WARN] step=138124 skipped: non-finite grad (total_norm=nan, total skips=32826) +[WARN] step=138125 skipped: non-finite grad (total_norm=inf, total skips=32827) +[WARN] step=138126 skipped: non-finite grad (total_norm=inf, total skips=32828) +[WARN] step=138127 skipped: non-finite grad (total_norm=nan, total skips=32829) +[WARN] step=138128 skipped: non-finite grad (total_norm=nan, total skips=32830) +[WARN] step=138129 skipped: non-finite grad (total_norm=inf, total skips=32831) +[WARN] step=138130 skipped: non-finite grad (total_norm=inf, total skips=32832) +[WARN] step=138131 skipped: non-finite grad (total_norm=inf, total skips=32833) +[WARN] step=138132 skipped: non-finite grad (total_norm=inf, total skips=32834) +[WARN] step=138133 skipped: non-finite grad (total_norm=nan, total skips=32835) +[WARN] step=138134 skipped: non-finite grad (total_norm=inf, total skips=32836) +[WARN] step=138135 skipped: non-finite grad (total_norm=nan, total skips=32837) +[WARN] step=138136 skipped: non-finite grad (total_norm=inf, total skips=32838) +[WARN] step=138137 skipped: non-finite grad (total_norm=nan, total skips=32839) +[WARN] step=138138 skipped: non-finite grad (total_norm=inf, total skips=32840) +[WARN] step=138139 skipped: non-finite grad (total_norm=inf, total skips=32841) +[WARN] step=138140 skipped: non-finite grad (total_norm=nan, total skips=32842) +[WARN] step=138141 skipped: non-finite grad (total_norm=inf, total skips=32843) +[WARN] step=138142 skipped: non-finite grad (total_norm=nan, total skips=32844) +[WARN] step=138143 skipped: non-finite grad (total_norm=inf, total skips=32845) +[WARN] step=138144 skipped: non-finite grad (total_norm=inf, total skips=32846) +[WARN] step=138145 skipped: non-finite grad (total_norm=inf, total skips=32847) +[WARN] step=138146 skipped: non-finite grad (total_norm=inf, total skips=32848) +[WARN] step=138147 skipped: non-finite grad (total_norm=nan, total skips=32849) +[WARN] step=138148 skipped: non-finite grad (total_norm=nan, total skips=32850) +[WARN] step=138149 skipped: non-finite grad (total_norm=inf, total skips=32851) +[WARN] step=138150 skipped: non-finite grad (total_norm=inf, total skips=32852) +[WARN] step=138151 skipped: non-finite grad (total_norm=inf, total skips=32853) +[WARN] step=138152 skipped: non-finite grad (total_norm=inf, total skips=32854) +[WARN] step=138153 skipped: non-finite grad (total_norm=nan, total skips=32855) +[WARN] step=138154 skipped: non-finite grad (total_norm=inf, total skips=32856) +[WARN] step=138155 skipped: non-finite grad (total_norm=nan, total skips=32857) +[WARN] step=138156 skipped: non-finite grad (total_norm=nan, total skips=32858) +[WARN] step=138157 skipped: non-finite grad (total_norm=inf, total skips=32859) +[WARN] step=138158 skipped: non-finite grad (total_norm=inf, total skips=32860) +[WARN] step=138159 skipped: non-finite grad (total_norm=nan, total skips=32861) +[WARN] step=138160 skipped: non-finite grad (total_norm=inf, total skips=32862) +[WARN] step=138161 skipped: non-finite grad (total_norm=inf, total skips=32863) +[WARN] step=138162 skipped: non-finite grad (total_norm=inf, total skips=32864) +[WARN] step=138163 skipped: non-finite grad (total_norm=inf, total skips=32865) +[WARN] step=138164 skipped: non-finite grad (total_norm=nan, total skips=32866) +[WARN] step=138165 skipped: non-finite grad (total_norm=inf, total skips=32867) +[WARN] step=138166 skipped: non-finite grad (total_norm=inf, total skips=32868) +[WARN] step=138167 skipped: non-finite grad (total_norm=nan, total skips=32869) +[WARN] step=138168 skipped: non-finite grad (total_norm=nan, total skips=32870) +[WARN] step=138169 skipped: non-finite grad (total_norm=nan, total skips=32871) +[WARN] step=138170 skipped: non-finite grad (total_norm=inf, total skips=32872) +[WARN] step=138171 skipped: non-finite grad (total_norm=inf, total skips=32873) +[WARN] step=138172 skipped: non-finite grad (total_norm=inf, total skips=32874) +[WARN] step=138173 skipped: non-finite grad (total_norm=inf, total skips=32875) +[WARN] step=138174 skipped: non-finite grad (total_norm=nan, total skips=32876) +[WARN] step=138175 skipped: non-finite grad (total_norm=inf, total skips=32877) +[WARN] step=138176 skipped: non-finite grad (total_norm=inf, total skips=32878) +[WARN] step=138177 skipped: non-finite grad (total_norm=inf, total skips=32879) +[WARN] step=138178 skipped: non-finite grad (total_norm=nan, total skips=32880) +[WARN] step=138179 skipped: non-finite grad (total_norm=nan, total skips=32881) +[WARN] step=138180 skipped: non-finite grad (total_norm=nan, total skips=32882) +[WARN] step=138181 skipped: non-finite grad (total_norm=inf, total skips=32883) +[WARN] step=138182 skipped: non-finite grad (total_norm=nan, total skips=32884) +[WARN] step=138183 skipped: non-finite grad (total_norm=inf, total skips=32885) +[WARN] step=138184 skipped: non-finite grad (total_norm=nan, total skips=32886) +[WARN] step=138185 skipped: non-finite grad (total_norm=inf, total skips=32887) +[WARN] step=138186 skipped: non-finite grad (total_norm=nan, total skips=32888) +[WARN] step=138187 skipped: non-finite grad (total_norm=nan, total skips=32889) +[WARN] step=138188 skipped: non-finite grad (total_norm=inf, total skips=32890) +[WARN] step=138189 skipped: non-finite grad (total_norm=nan, total skips=32891) +[WARN] step=138190 skipped: non-finite grad (total_norm=inf, total skips=32892) +[WARN] step=138191 skipped: non-finite grad (total_norm=inf, total skips=32893) +[WARN] step=138192 skipped: non-finite grad (total_norm=inf, total skips=32894) +[WARN] step=138193 skipped: non-finite grad (total_norm=inf, total skips=32895) +[WARN] step=138194 skipped: non-finite grad (total_norm=nan, total skips=32896) +[WARN] step=138195 skipped: non-finite grad (total_norm=inf, total skips=32897) +[WARN] step=138196 skipped: non-finite grad (total_norm=inf, total skips=32898) +[WARN] step=138197 skipped: non-finite grad (total_norm=inf, total skips=32899) +[WARN] step=138198 skipped: non-finite grad (total_norm=nan, total skips=32900) +[WARN] step=138199 skipped: non-finite grad (total_norm=nan, total skips=32901) +[WARN] step=138200 skipped: non-finite grad (total_norm=inf, total skips=32902) +[WARN] step=138201 skipped: non-finite grad (total_norm=nan, total skips=32903) +[WARN] step=138202 skipped: non-finite grad (total_norm=inf, total skips=32904) +[WARN] step=138203 skipped: 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(total_norm=inf, total skips=32917) +[WARN] step=138216 skipped: non-finite grad (total_norm=inf, total skips=32918) +[WARN] step=138217 skipped: non-finite grad (total_norm=inf, total skips=32919) +[WARN] step=138218 skipped: non-finite grad (total_norm=inf, total skips=32920) +[WARN] step=138219 skipped: non-finite grad (total_norm=nan, total skips=32921) +[WARN] step=138220 skipped: non-finite grad (total_norm=nan, total skips=32922) +[WARN] step=138221 skipped: non-finite grad (total_norm=inf, total skips=32923) +[WARN] step=138222 skipped: non-finite grad (total_norm=inf, total skips=32924) +[WARN] step=138223 skipped: non-finite grad (total_norm=inf, total skips=32925) +[WARN] step=138224 skipped: non-finite grad (total_norm=nan, total skips=32926) +[WARN] step=138225 skipped: non-finite grad (total_norm=nan, total skips=32927) +[WARN] step=138226 skipped: non-finite grad (total_norm=nan, total skips=32928) +[WARN] step=138227 skipped: non-finite grad (total_norm=nan, total skips=32929) +[WARN] step=138228 skipped: non-finite grad (total_norm=inf, total skips=32930) +[WARN] step=138229 skipped: non-finite grad (total_norm=nan, total skips=32931) +[WARN] step=138230 skipped: non-finite grad (total_norm=inf, total skips=32932) +[WARN] step=138231 skipped: non-finite grad (total_norm=inf, total skips=32933) +[WARN] step=138232 skipped: non-finite grad (total_norm=inf, total skips=32934) +[WARN] step=138233 skipped: non-finite grad (total_norm=inf, total skips=32935) +[WARN] step=138234 skipped: non-finite grad (total_norm=nan, total skips=32936) +[WARN] step=138235 skipped: non-finite grad (total_norm=nan, total skips=32937) +[WARN] step=138236 skipped: non-finite grad (total_norm=inf, total skips=32938) +[WARN] step=138237 skipped: non-finite grad (total_norm=inf, total skips=32939) +[WARN] step=138238 skipped: non-finite grad (total_norm=nan, total skips=32940) +[WARN] step=138239 skipped: non-finite grad (total_norm=inf, total skips=32941) +[WARN] step=138240 skipped: non-finite grad (total_norm=inf, total skips=32942) +[WARN] step=138241 skipped: non-finite grad (total_norm=nan, total skips=32943) +[WARN] step=138242 skipped: non-finite grad (total_norm=nan, total skips=32944) +[WARN] step=138243 skipped: non-finite grad (total_norm=inf, total skips=32945) +[WARN] step=138244 skipped: non-finite grad (total_norm=inf, total skips=32946) +[WARN] step=138245 skipped: non-finite grad (total_norm=nan, total skips=32947) +[WARN] step=138246 skipped: non-finite grad (total_norm=inf, total skips=32948) +[WARN] step=138247 skipped: non-finite grad (total_norm=nan, total skips=32949) +[WARN] step=138248 skipped: non-finite grad (total_norm=inf, total skips=32950) +[WARN] step=138249 skipped: non-finite grad (total_norm=inf, total skips=32951) +[WARN] step=138250 skipped: non-finite grad (total_norm=inf, total skips=32952) +[WARN] step=138251 skipped: non-finite grad (total_norm=nan, total skips=32953) +[WARN] step=138252 skipped: non-finite grad (total_norm=nan, total skips=32954) +[WARN] step=138253 skipped: non-finite grad (total_norm=nan, total skips=32955) +[WARN] step=138254 skipped: non-finite grad (total_norm=nan, total skips=32956) +[WARN] step=138255 skipped: non-finite grad (total_norm=inf, total skips=32957) +[WARN] step=138256 skipped: non-finite grad (total_norm=inf, total skips=32958) +[WARN] step=138257 skipped: non-finite grad (total_norm=inf, total skips=32959) +[WARN] step=138258 skipped: non-finite grad (total_norm=nan, total skips=32960) +[WARN] step=138259 skipped: non-finite grad (total_norm=nan, total skips=32961) +[WARN] step=138260 skipped: non-finite grad (total_norm=inf, total skips=32962) +[WARN] step=138261 skipped: non-finite grad (total_norm=inf, total skips=32963) +[WARN] step=138262 skipped: non-finite grad (total_norm=nan, total skips=32964) +[WARN] step=138263 skipped: non-finite grad (total_norm=inf, total skips=32965) +[WARN] step=138264 skipped: non-finite grad (total_norm=nan, total skips=32966) +[WARN] step=138265 skipped: non-finite grad (total_norm=inf, total skips=32967) +[WARN] step=138266 skipped: non-finite grad (total_norm=inf, total skips=32968) +[WARN] step=138267 skipped: non-finite grad (total_norm=inf, total skips=32969) +[WARN] step=138268 skipped: non-finite grad (total_norm=inf, total skips=32970) +[WARN] step=138269 skipped: non-finite grad (total_norm=inf, total skips=32971) +[WARN] step=138270 skipped: non-finite grad (total_norm=inf, total skips=32972) +[WARN] step=138271 skipped: non-finite grad (total_norm=inf, total skips=32973) +[WARN] step=138272 skipped: non-finite grad (total_norm=inf, total skips=32974) +[WARN] step=138273 skipped: non-finite grad (total_norm=inf, total skips=32975) +[WARN] step=138274 skipped: non-finite grad (total_norm=nan, total skips=32976) +[WARN] step=138275 skipped: non-finite grad (total_norm=inf, total skips=32977) +[WARN] step=138276 skipped: non-finite grad (total_norm=nan, total skips=32978) +[WARN] step=138277 skipped: non-finite grad (total_norm=inf, total skips=32979) +[WARN] step=138278 skipped: non-finite grad (total_norm=nan, total skips=32980) +[WARN] step=138279 skipped: non-finite grad (total_norm=inf, total skips=32981) +[WARN] step=138280 skipped: non-finite grad (total_norm=inf, total skips=32982) +[WARN] step=138281 skipped: non-finite grad (total_norm=inf, total skips=32983) +[WARN] step=138282 skipped: non-finite grad (total_norm=nan, total skips=32984) +[WARN] step=138283 skipped: non-finite grad (total_norm=nan, total skips=32985) +[WARN] step=138284 skipped: non-finite grad (total_norm=nan, total skips=32986) +[WARN] step=138285 skipped: non-finite grad (total_norm=nan, total skips=32987) +[WARN] step=138286 skipped: non-finite grad (total_norm=inf, total skips=32988) +[WARN] step=138287 skipped: non-finite grad (total_norm=nan, total skips=32989) +[WARN] step=138288 skipped: non-finite grad (total_norm=inf, total skips=32990) +[WARN] step=138289 skipped: non-finite grad (total_norm=inf, total skips=32991) +[WARN] step=138290 skipped: non-finite grad (total_norm=nan, total skips=32992) +[WARN] step=138291 skipped: non-finite grad (total_norm=nan, total skips=32993) +[WARN] step=138292 skipped: non-finite grad (total_norm=inf, total skips=32994) +[WARN] step=138293 skipped: non-finite grad (total_norm=nan, total skips=32995) +[WARN] step=138294 skipped: non-finite grad (total_norm=inf, total skips=32996) +[WARN] step=138295 skipped: non-finite grad (total_norm=inf, total skips=32997) +[WARN] step=138296 skipped: non-finite grad (total_norm=nan, total skips=32998) +[WARN] step=138297 skipped: non-finite grad (total_norm=inf, total skips=32999) +[WARN] step=138298 skipped: non-finite grad (total_norm=inf, total skips=33000) +[WARN] step=138299 skipped: non-finite grad (total_norm=inf, total skips=33001) +[WARN] step=138300 skipped: non-finite grad (total_norm=inf, total skips=33002) +[WARN] step=138301 skipped: 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skips=33027) +[WARN] step=138326 skipped: non-finite grad (total_norm=inf, total skips=33028) +[WARN] step=138327 skipped: non-finite grad (total_norm=nan, total skips=33029) +[WARN] step=138328 skipped: non-finite grad (total_norm=nan, total skips=33030) +[WARN] step=138329 skipped: non-finite grad (total_norm=inf, total skips=33031) +[WARN] step=138330 skipped: non-finite grad (total_norm=inf, total skips=33032) +[WARN] step=138331 skipped: non-finite grad (total_norm=nan, total skips=33033) +[WARN] step=138332 skipped: non-finite grad (total_norm=nan, total skips=33034) +[WARN] step=138333 skipped: non-finite grad (total_norm=inf, total skips=33035) +[WARN] step=138334 skipped: non-finite grad (total_norm=inf, total skips=33036) +[WARN] step=138335 skipped: non-finite grad (total_norm=inf, total skips=33037) +[WARN] step=138336 skipped: non-finite grad (total_norm=nan, total skips=33038) +[WARN] step=138337 skipped: non-finite grad (total_norm=inf, total skips=33039) +[WARN] 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(total_norm=inf, total skips=33064) +[WARN] step=138363 skipped: non-finite grad (total_norm=inf, total skips=33065) +[WARN] step=138364 skipped: non-finite grad (total_norm=inf, total skips=33066) +[WARN] step=138365 skipped: non-finite grad (total_norm=inf, total skips=33067) +[WARN] step=138366 skipped: non-finite grad (total_norm=nan, total skips=33068) +[WARN] step=138367 skipped: non-finite grad (total_norm=inf, total skips=33069) +[WARN] step=138368 skipped: non-finite grad (total_norm=nan, total skips=33070) +[WARN] step=138369 skipped: non-finite grad (total_norm=inf, total skips=33071) +[WARN] step=138370 skipped: non-finite grad (total_norm=inf, total skips=33072) +[WARN] step=138371 skipped: non-finite grad (total_norm=nan, total skips=33073) +[WARN] step=138372 skipped: non-finite grad (total_norm=nan, total skips=33074) +[WARN] step=138373 skipped: non-finite grad (total_norm=nan, total skips=33075) +[WARN] step=138374 skipped: non-finite grad (total_norm=inf, total skips=33076) +[WARN] step=138375 skipped: non-finite grad (total_norm=nan, total skips=33077) +[WARN] step=138376 skipped: non-finite grad (total_norm=nan, total skips=33078) +[WARN] step=138377 skipped: non-finite grad (total_norm=nan, total skips=33079) +[WARN] step=138378 skipped: non-finite grad (total_norm=nan, total skips=33080) +[WARN] step=138379 skipped: non-finite grad (total_norm=inf, total skips=33081) +[WARN] step=138380 skipped: non-finite grad (total_norm=nan, total skips=33082) +[WARN] step=138381 skipped: non-finite grad (total_norm=inf, total skips=33083) +[WARN] step=138382 skipped: non-finite grad (total_norm=inf, total skips=33084) +[WARN] step=138383 skipped: non-finite grad (total_norm=inf, total skips=33085) +[WARN] step=138384 skipped: non-finite grad (total_norm=nan, total skips=33086) +[WARN] step=138385 skipped: non-finite grad (total_norm=nan, total skips=33087) +[WARN] step=138386 skipped: non-finite grad (total_norm=inf, total skips=33088) +[WARN] 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(total_norm=nan, total skips=33113) +[WARN] step=138412 skipped: non-finite grad (total_norm=inf, total skips=33114) +[WARN] step=138413 skipped: non-finite grad (total_norm=inf, total skips=33115) +[WARN] step=138414 skipped: non-finite grad (total_norm=inf, total skips=33116) +[WARN] step=138415 skipped: non-finite grad (total_norm=inf, total skips=33117) +[WARN] step=138416 skipped: non-finite grad (total_norm=inf, total skips=33118) +[WARN] step=138417 skipped: non-finite grad (total_norm=inf, total skips=33119) +[WARN] step=138418 skipped: non-finite grad (total_norm=nan, total skips=33120) +[WARN] step=138419 skipped: non-finite grad (total_norm=inf, total skips=33121) +[WARN] step=138420 skipped: non-finite grad (total_norm=nan, total skips=33122) +[WARN] step=138421 skipped: non-finite grad (total_norm=inf, total skips=33123) +[WARN] step=138422 skipped: non-finite grad (total_norm=inf, total skips=33124) +[WARN] step=138423 skipped: non-finite grad (total_norm=inf, total skips=33125) +[WARN] step=138424 skipped: non-finite grad (total_norm=nan, total skips=33126) +[WARN] step=138425 skipped: non-finite grad (total_norm=nan, total skips=33127) +[WARN] step=138426 skipped: non-finite grad (total_norm=nan, total skips=33128) +[WARN] step=138427 skipped: non-finite grad (total_norm=nan, total skips=33129) +[WARN] step=138428 skipped: non-finite grad (total_norm=inf, total skips=33130) +[WARN] step=138429 skipped: non-finite grad (total_norm=nan, total skips=33131) +[WARN] step=138430 skipped: non-finite grad (total_norm=inf, total skips=33132) +[WARN] step=138431 skipped: non-finite grad (total_norm=inf, total skips=33133) +[WARN] step=138432 skipped: non-finite grad (total_norm=inf, total skips=33134) +[WARN] step=138433 skipped: non-finite grad (total_norm=inf, total skips=33135) +[WARN] step=138434 skipped: non-finite grad (total_norm=nan, total skips=33136) +[WARN] step=138435 skipped: non-finite grad (total_norm=nan, total skips=33137) +[WARN] 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skips=33174) +[WARN] step=138473 skipped: non-finite grad (total_norm=inf, total skips=33175) +[WARN] step=138474 skipped: non-finite grad (total_norm=inf, total skips=33176) +[WARN] step=138475 skipped: non-finite grad (total_norm=inf, total skips=33177) +[WARN] step=138476 skipped: non-finite grad (total_norm=inf, total skips=33178) +[WARN] step=138477 skipped: non-finite grad (total_norm=inf, total skips=33179) +[WARN] step=138478 skipped: non-finite grad (total_norm=inf, total skips=33180) +[WARN] step=138479 skipped: non-finite grad (total_norm=inf, total skips=33181) +[WARN] step=138480 skipped: non-finite grad (total_norm=nan, total skips=33182) +[WARN] step=138481 skipped: non-finite grad (total_norm=inf, total skips=33183) +[WARN] step=138482 skipped: non-finite grad (total_norm=inf, total skips=33184) +[WARN] step=138483 skipped: non-finite grad (total_norm=inf, total skips=33185) +[WARN] step=138484 skipped: non-finite grad (total_norm=inf, total skips=33186) +[WARN] 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skips=33223) +[WARN] step=138522 skipped: non-finite grad (total_norm=inf, total skips=33224) +[WARN] step=138523 skipped: non-finite grad (total_norm=inf, total skips=33225) +[WARN] step=138524 skipped: non-finite grad (total_norm=inf, total skips=33226) +[WARN] step=138525 skipped: non-finite grad (total_norm=inf, total skips=33227) +[WARN] step=138526 skipped: non-finite grad (total_norm=nan, total skips=33228) +[WARN] step=138527 skipped: non-finite grad (total_norm=nan, total skips=33229) +[WARN] step=138528 skipped: non-finite grad (total_norm=inf, total skips=33230) +[WARN] step=138529 skipped: non-finite grad (total_norm=nan, total skips=33231) +[WARN] step=138530 skipped: non-finite grad (total_norm=nan, total skips=33232) +[WARN] step=138531 skipped: non-finite grad (total_norm=inf, total skips=33233) +[WARN] step=138532 skipped: non-finite grad (total_norm=nan, total skips=33234) +[WARN] step=138533 skipped: non-finite grad (total_norm=inf, total skips=33235) +[WARN] 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skips=33272) +[WARN] step=138571 skipped: non-finite grad (total_norm=nan, total skips=33273) +[WARN] step=138572 skipped: non-finite grad (total_norm=nan, total skips=33274) +[WARN] step=138573 skipped: non-finite grad (total_norm=nan, total skips=33275) +[WARN] step=138574 skipped: non-finite grad (total_norm=nan, total skips=33276) +[WARN] step=138575 skipped: non-finite grad (total_norm=inf, total skips=33277) +[WARN] step=138576 skipped: non-finite grad (total_norm=inf, total skips=33278) +[WARN] step=138577 skipped: non-finite grad (total_norm=nan, total skips=33279) +[WARN] step=138578 skipped: non-finite grad (total_norm=inf, total skips=33280) +[WARN] step=138579 skipped: non-finite grad (total_norm=nan, total skips=33281) +[WARN] step=138580 skipped: non-finite grad (total_norm=inf, total skips=33282) +[WARN] step=138581 skipped: non-finite grad (total_norm=nan, total skips=33283) +[WARN] step=138582 skipped: non-finite grad (total_norm=inf, total skips=33284) +[WARN] 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skips=33321) +[WARN] step=138620 skipped: non-finite grad (total_norm=inf, total skips=33322) +[WARN] step=138621 skipped: non-finite grad (total_norm=inf, total skips=33323) +[WARN] step=138622 skipped: non-finite grad (total_norm=nan, total skips=33324) +[WARN] step=138623 skipped: non-finite grad (total_norm=nan, total skips=33325) +[WARN] step=138624 skipped: non-finite grad (total_norm=inf, total skips=33326) +[WARN] step=138625 skipped: non-finite grad (total_norm=inf, total skips=33327) +[WARN] step=138626 skipped: non-finite grad (total_norm=inf, total skips=33328) +[WARN] step=138627 skipped: non-finite grad (total_norm=inf, total skips=33329) +[WARN] step=138628 skipped: non-finite grad (total_norm=inf, total skips=33330) +[WARN] step=138629 skipped: non-finite grad (total_norm=inf, total skips=33331) +[WARN] step=138630 skipped: non-finite grad (total_norm=inf, total skips=33332) +[WARN] step=138631 skipped: non-finite grad (total_norm=inf, total skips=33333) +[WARN] 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skips=33370) +[WARN] step=138669 skipped: non-finite grad (total_norm=inf, total skips=33371) +[WARN] step=138670 skipped: non-finite grad (total_norm=nan, total skips=33372) +[WARN] step=138671 skipped: non-finite grad (total_norm=inf, total skips=33373) +[WARN] step=138672 skipped: non-finite grad (total_norm=inf, total skips=33374) +[WARN] step=138673 skipped: non-finite grad (total_norm=inf, total skips=33375) +[WARN] step=138674 skipped: non-finite grad (total_norm=inf, total skips=33376) +[WARN] step=138675 skipped: non-finite grad (total_norm=inf, total skips=33377) +[WARN] step=138676 skipped: non-finite grad (total_norm=inf, total skips=33378) +[WARN] step=138677 skipped: non-finite grad (total_norm=nan, total skips=33379) +[WARN] step=138678 skipped: non-finite grad (total_norm=inf, total skips=33380) +[WARN] step=138679 skipped: non-finite grad (total_norm=inf, total skips=33381) +[WARN] step=138680 skipped: non-finite grad (total_norm=inf, total skips=33382) +[WARN] 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skips=33419) +[WARN] step=138718 skipped: non-finite grad (total_norm=nan, total skips=33420) +[WARN] step=138719 skipped: non-finite grad (total_norm=inf, total skips=33421) +[WARN] step=138720 skipped: non-finite grad (total_norm=nan, total skips=33422) +[WARN] step=138721 skipped: non-finite grad (total_norm=inf, total skips=33423) +[WARN] step=138722 skipped: non-finite grad (total_norm=inf, total skips=33424) +[WARN] step=138723 skipped: non-finite grad (total_norm=nan, total skips=33425) +[WARN] step=138724 skipped: non-finite grad (total_norm=inf, total skips=33426) +[WARN] step=138725 skipped: non-finite grad (total_norm=nan, total skips=33427) +[WARN] step=138726 skipped: non-finite grad (total_norm=nan, total skips=33428) +[WARN] step=138727 skipped: non-finite grad (total_norm=inf, total skips=33429) +[WARN] step=138728 skipped: non-finite grad (total_norm=inf, total skips=33430) +[WARN] step=138729 skipped: non-finite grad (total_norm=inf, total skips=33431) +[WARN] 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skips=33468) +[WARN] step=138767 skipped: non-finite grad (total_norm=inf, total skips=33469) +[WARN] step=138768 skipped: non-finite grad (total_norm=nan, total skips=33470) +[WARN] step=138769 skipped: non-finite grad (total_norm=inf, total skips=33471) +[WARN] step=138770 skipped: non-finite grad (total_norm=inf, total skips=33472) +[WARN] step=138771 skipped: non-finite grad (total_norm=nan, total skips=33473) +[WARN] step=138772 skipped: non-finite grad (total_norm=inf, total skips=33474) +[WARN] step=138773 skipped: non-finite grad (total_norm=inf, total skips=33475) +[WARN] step=138774 skipped: non-finite grad (total_norm=nan, total skips=33476) +[WARN] step=138775 skipped: non-finite grad (total_norm=nan, total skips=33477) +[WARN] step=138776 skipped: non-finite grad (total_norm=inf, total skips=33478) +[WARN] step=138777 skipped: non-finite grad (total_norm=inf, total skips=33479) +[WARN] step=138778 skipped: non-finite grad (total_norm=inf, total skips=33480) +[WARN] 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skips=33566) +[WARN] step=138865 skipped: non-finite grad (total_norm=inf, total skips=33567) +[WARN] step=138866 skipped: non-finite grad (total_norm=inf, total skips=33568) +[WARN] step=138867 skipped: non-finite grad (total_norm=inf, total skips=33569) +[WARN] step=138868 skipped: non-finite grad (total_norm=nan, total skips=33570) +[WARN] step=138869 skipped: non-finite grad (total_norm=inf, total skips=33571) +[WARN] step=138870 skipped: non-finite grad (total_norm=inf, total skips=33572) +[WARN] step=138871 skipped: non-finite grad (total_norm=inf, total skips=33573) +[WARN] step=138872 skipped: non-finite grad (total_norm=inf, total skips=33574) +[WARN] step=138873 skipped: non-finite grad (total_norm=inf, total skips=33575) +[WARN] step=138874 skipped: non-finite grad (total_norm=inf, total skips=33576) +[WARN] step=138875 skipped: non-finite grad (total_norm=inf, total skips=33577) +[WARN] step=138876 skipped: non-finite grad (total_norm=nan, total skips=33578) +[WARN] 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skips=33615) +[WARN] step=138914 skipped: non-finite grad (total_norm=inf, total skips=33616) +[WARN] step=138915 skipped: non-finite grad (total_norm=inf, total skips=33617) +[WARN] step=138916 skipped: non-finite grad (total_norm=inf, total skips=33618) +[WARN] step=138917 skipped: non-finite grad (total_norm=inf, total skips=33619) +[WARN] step=138918 skipped: non-finite grad (total_norm=nan, total skips=33620) +[WARN] step=138919 skipped: non-finite grad (total_norm=inf, total skips=33621) +[WARN] step=138920 skipped: non-finite grad (total_norm=nan, total skips=33622) +[WARN] step=138921 skipped: non-finite grad (total_norm=inf, total skips=33623) +[WARN] step=138922 skipped: non-finite grad (total_norm=nan, total skips=33624) +[WARN] step=138923 skipped: non-finite grad (total_norm=inf, total skips=33625) +[WARN] step=138924 skipped: non-finite grad (total_norm=nan, total skips=33626) +[WARN] step=138925 skipped: non-finite grad (total_norm=inf, total skips=33627) +[WARN] 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skips=33713) +[WARN] step=139012 skipped: non-finite grad (total_norm=nan, total skips=33714) +[WARN] step=139013 skipped: non-finite grad (total_norm=inf, total skips=33715) +[WARN] step=139014 skipped: non-finite grad (total_norm=inf, total skips=33716) +[WARN] step=139015 skipped: non-finite grad (total_norm=inf, total skips=33717) +[WARN] step=139016 skipped: non-finite grad (total_norm=inf, total skips=33718) +[WARN] step=139017 skipped: non-finite grad (total_norm=nan, total skips=33719) +[WARN] step=139018 skipped: non-finite grad (total_norm=inf, total skips=33720) +[WARN] step=139019 skipped: non-finite grad (total_norm=inf, total skips=33721) +[WARN] step=139020 skipped: non-finite grad (total_norm=inf, total skips=33722) +[WARN] step=139021 skipped: non-finite grad (total_norm=nan, total skips=33723) +[WARN] step=139022 skipped: non-finite grad (total_norm=nan, total skips=33724) +[WARN] step=139023 skipped: non-finite grad (total_norm=inf, total skips=33725) +[WARN] 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skips=33762) +[WARN] step=139061 skipped: non-finite grad (total_norm=inf, total skips=33763) +[WARN] step=139062 skipped: non-finite grad (total_norm=inf, total skips=33764) +[WARN] step=139063 skipped: non-finite grad (total_norm=nan, total skips=33765) +[WARN] step=139064 skipped: non-finite grad (total_norm=nan, total skips=33766) +[WARN] step=139065 skipped: non-finite grad (total_norm=inf, total skips=33767) +[WARN] step=139066 skipped: non-finite grad (total_norm=inf, total skips=33768) +[WARN] step=139067 skipped: non-finite grad (total_norm=inf, total skips=33769) +[WARN] step=139068 skipped: non-finite grad (total_norm=inf, total skips=33770) +[WARN] step=139069 skipped: non-finite grad (total_norm=nan, total skips=33771) +[WARN] step=139070 skipped: non-finite grad (total_norm=inf, total skips=33772) +[WARN] step=139071 skipped: non-finite grad (total_norm=nan, total skips=33773) +[WARN] step=139072 skipped: non-finite grad (total_norm=nan, total skips=33774) +[WARN] 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skips=33811) +[WARN] step=139110 skipped: non-finite grad (total_norm=nan, total skips=33812) +[WARN] step=139111 skipped: non-finite grad (total_norm=inf, total skips=33813) +[WARN] step=139112 skipped: non-finite grad (total_norm=inf, total skips=33814) +[WARN] step=139113 skipped: non-finite grad (total_norm=inf, total skips=33815) +[WARN] step=139114 skipped: non-finite grad (total_norm=inf, total skips=33816) +[WARN] step=139115 skipped: non-finite grad (total_norm=inf, total skips=33817) +[WARN] step=139116 skipped: non-finite grad (total_norm=inf, total skips=33818) +[WARN] step=139117 skipped: non-finite grad (total_norm=nan, total skips=33819) +[WARN] step=139118 skipped: non-finite grad (total_norm=nan, total skips=33820) +[WARN] step=139119 skipped: non-finite grad (total_norm=nan, total skips=33821) +[WARN] step=139120 skipped: non-finite grad (total_norm=inf, total skips=33822) +[WARN] step=139121 skipped: non-finite grad (total_norm=nan, total skips=33823) +[WARN] 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(total_norm=nan, total skips=33848) +[WARN] step=139147 skipped: non-finite grad (total_norm=inf, total skips=33849) +[WARN] step=139148 skipped: non-finite grad (total_norm=nan, total skips=33850) +[WARN] step=139149 skipped: non-finite grad (total_norm=inf, total skips=33851) +[WARN] step=139150 skipped: non-finite grad (total_norm=inf, total skips=33852) +[WARN] step=139151 skipped: non-finite grad (total_norm=inf, total skips=33853) +[WARN] step=139152 skipped: non-finite grad (total_norm=inf, total skips=33854) +[WARN] step=139153 skipped: non-finite grad (total_norm=inf, total skips=33855) +[WARN] step=139154 skipped: non-finite grad (total_norm=inf, total skips=33856) +[WARN] step=139155 skipped: non-finite grad (total_norm=inf, total skips=33857) +[WARN] step=139156 skipped: non-finite grad (total_norm=inf, total skips=33858) +[WARN] step=139157 skipped: non-finite grad (total_norm=inf, total skips=33859) +[WARN] step=139158 skipped: non-finite grad (total_norm=inf, total skips=33860) +[WARN] step=139159 skipped: non-finite grad (total_norm=nan, total skips=33861) +[WARN] step=139160 skipped: non-finite grad (total_norm=inf, total skips=33862) +[WARN] step=139161 skipped: non-finite grad (total_norm=nan, total skips=33863) +[WARN] step=139162 skipped: non-finite grad (total_norm=inf, total skips=33864) +[WARN] step=139163 skipped: non-finite grad (total_norm=nan, total skips=33865) +[WARN] step=139164 skipped: non-finite grad (total_norm=inf, total skips=33866) +[WARN] step=139165 skipped: non-finite grad (total_norm=inf, total skips=33867) +[WARN] step=139166 skipped: non-finite grad (total_norm=inf, total skips=33868) +[WARN] step=139167 skipped: non-finite grad (total_norm=inf, total skips=33869) +[WARN] step=139168 skipped: non-finite grad (total_norm=nan, total skips=33870) +[WARN] step=139169 skipped: non-finite grad (total_norm=inf, total skips=33871) +[WARN] step=139170 skipped: non-finite grad (total_norm=nan, total skips=33872) +[WARN] step=139171 skipped: non-finite grad (total_norm=nan, total skips=33873) +[WARN] step=139172 skipped: non-finite grad (total_norm=nan, total skips=33874) +[WARN] step=139173 skipped: non-finite grad (total_norm=inf, total skips=33875) +[WARN] step=139174 skipped: non-finite grad (total_norm=nan, total skips=33876) +[WARN] step=139175 skipped: non-finite grad (total_norm=inf, total skips=33877) +[WARN] step=139176 skipped: non-finite grad (total_norm=nan, total skips=33878) +[WARN] step=139177 skipped: non-finite grad (total_norm=nan, total skips=33879) +[WARN] step=139178 skipped: non-finite grad (total_norm=nan, total skips=33880) +[WARN] step=139179 skipped: non-finite grad (total_norm=inf, total skips=33881) +[WARN] step=139180 skipped: non-finite grad (total_norm=inf, total skips=33882) +[WARN] step=139181 skipped: non-finite grad (total_norm=inf, total skips=33883) +[WARN] step=139182 skipped: non-finite grad (total_norm=inf, total skips=33884) +[WARN] step=139183 skipped: 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skips=33909) +[WARN] step=139208 skipped: non-finite grad (total_norm=inf, total skips=33910) +[WARN] step=139209 skipped: non-finite grad (total_norm=inf, total skips=33911) +[WARN] step=139210 skipped: non-finite grad (total_norm=inf, total skips=33912) +[WARN] step=139211 skipped: non-finite grad (total_norm=inf, total skips=33913) +[WARN] step=139212 skipped: non-finite grad (total_norm=nan, total skips=33914) +[WARN] step=139213 skipped: non-finite grad (total_norm=inf, total skips=33915) +[WARN] step=139214 skipped: non-finite grad (total_norm=inf, total skips=33916) +[WARN] step=139215 skipped: non-finite grad (total_norm=nan, total skips=33917) +[WARN] step=139216 skipped: non-finite grad (total_norm=inf, total skips=33918) +[WARN] step=139217 skipped: non-finite grad (total_norm=nan, total skips=33919) +[WARN] step=139218 skipped: non-finite grad (total_norm=inf, total skips=33920) +[WARN] step=139219 skipped: non-finite grad (total_norm=inf, total skips=33921) +[WARN] 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skips=33958) +[WARN] step=139257 skipped: non-finite grad (total_norm=inf, total skips=33959) +[WARN] step=139258 skipped: non-finite grad (total_norm=nan, total skips=33960) +[WARN] step=139259 skipped: non-finite grad (total_norm=inf, total skips=33961) +[WARN] step=139260 skipped: non-finite grad (total_norm=inf, total skips=33962) +[WARN] step=139261 skipped: non-finite grad (total_norm=inf, total skips=33963) +[WARN] step=139262 skipped: non-finite grad (total_norm=nan, total skips=33964) +[WARN] step=139263 skipped: non-finite grad (total_norm=nan, total skips=33965) +[WARN] step=139264 skipped: non-finite grad (total_norm=nan, total skips=33966) +[WARN] step=139265 skipped: non-finite grad (total_norm=inf, total skips=33967) +[WARN] step=139266 skipped: non-finite grad (total_norm=inf, total skips=33968) +[WARN] step=139267 skipped: non-finite grad (total_norm=inf, total skips=33969) +[WARN] step=139268 skipped: non-finite grad (total_norm=nan, total skips=33970) +[WARN] 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skips=34007) +[WARN] step=139306 skipped: non-finite grad (total_norm=nan, total skips=34008) +[WARN] step=139307 skipped: non-finite grad (total_norm=nan, total skips=34009) +[WARN] step=139308 skipped: non-finite grad (total_norm=inf, total skips=34010) +[WARN] step=139309 skipped: non-finite grad (total_norm=inf, total skips=34011) +[WARN] step=139310 skipped: non-finite grad (total_norm=inf, total skips=34012) +[WARN] step=139311 skipped: non-finite grad (total_norm=nan, total skips=34013) +[WARN] step=139312 skipped: non-finite grad (total_norm=inf, total skips=34014) +[WARN] step=139313 skipped: non-finite grad (total_norm=inf, total skips=34015) +[WARN] step=139314 skipped: non-finite grad (total_norm=nan, total skips=34016) +[WARN] step=139315 skipped: non-finite grad (total_norm=nan, total skips=34017) +[WARN] step=139316 skipped: non-finite grad (total_norm=inf, total skips=34018) +[WARN] step=139317 skipped: non-finite grad (total_norm=nan, total skips=34019) +[WARN] 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skips=34350) +[WARN] step=139649 skipped: non-finite grad (total_norm=nan, total skips=34351) +[WARN] step=139650 skipped: non-finite grad (total_norm=inf, total skips=34352) +[WARN] step=139651 skipped: non-finite grad (total_norm=inf, total skips=34353) +[WARN] step=139652 skipped: non-finite grad (total_norm=nan, total skips=34354) +[WARN] step=139653 skipped: non-finite grad (total_norm=nan, total skips=34355) +[WARN] step=139654 skipped: non-finite grad (total_norm=inf, total skips=34356) +[WARN] step=139655 skipped: non-finite grad (total_norm=inf, total skips=34357) +[WARN] step=139656 skipped: non-finite grad (total_norm=nan, total skips=34358) +[WARN] step=139657 skipped: non-finite grad (total_norm=inf, total skips=34359) +[WARN] step=139658 skipped: non-finite grad (total_norm=inf, total skips=34360) +[WARN] step=139659 skipped: non-finite grad (total_norm=inf, total skips=34361) +[WARN] step=139660 skipped: non-finite grad (total_norm=inf, total skips=34362) +[WARN] 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skips=34399) +[WARN] step=139698 skipped: non-finite grad (total_norm=inf, total skips=34400) +[WARN] step=139699 skipped: non-finite grad (total_norm=inf, total skips=34401) +[WARN] step=139700 skipped: non-finite grad (total_norm=inf, total skips=34402) +[WARN] step=139701 skipped: non-finite grad (total_norm=inf, total skips=34403) +[WARN] step=139702 skipped: non-finite grad (total_norm=nan, total skips=34404) +[WARN] step=139703 skipped: non-finite grad (total_norm=inf, total skips=34405) +[WARN] step=139704 skipped: non-finite grad (total_norm=inf, total skips=34406) +[WARN] step=139705 skipped: non-finite grad (total_norm=inf, total skips=34407) +[WARN] step=139706 skipped: non-finite grad (total_norm=nan, total skips=34408) +[WARN] step=139707 skipped: non-finite grad (total_norm=inf, total skips=34409) +[WARN] step=139708 skipped: non-finite grad (total_norm=nan, total skips=34410) +[WARN] step=139709 skipped: non-finite grad (total_norm=inf, total skips=34411) +[WARN] 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skips=34840) +[WARN] step=140139 skipped: non-finite grad (total_norm=inf, total skips=34841) +[WARN] step=140140 skipped: non-finite grad (total_norm=nan, total skips=34842) +[WARN] step=140141 skipped: non-finite grad (total_norm=nan, total skips=34843) +[WARN] step=140142 skipped: non-finite grad (total_norm=inf, total skips=34844) +[WARN] step=140143 skipped: non-finite grad (total_norm=nan, total skips=34845) +[WARN] step=140144 skipped: non-finite grad (total_norm=nan, total skips=34846) +[WARN] step=140145 skipped: non-finite grad (total_norm=nan, total skips=34847) +[WARN] step=140146 skipped: non-finite grad (total_norm=inf, total skips=34848) +[WARN] step=140147 skipped: non-finite grad (total_norm=inf, total skips=34849) +[WARN] step=140148 skipped: non-finite grad (total_norm=nan, total skips=34850) +[WARN] step=140149 skipped: non-finite grad (total_norm=inf, total skips=34851) +[WARN] step=140150 skipped: non-finite grad (total_norm=inf, total skips=34852) +[WARN] 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skips=34889) +[WARN] step=140188 skipped: non-finite grad (total_norm=inf, total skips=34890) +[WARN] step=140189 skipped: non-finite grad (total_norm=inf, total skips=34891) +[WARN] step=140190 skipped: non-finite grad (total_norm=inf, total skips=34892) +[WARN] step=140191 skipped: non-finite grad (total_norm=inf, total skips=34893) +[WARN] step=140192 skipped: non-finite grad (total_norm=inf, total skips=34894) +[WARN] step=140193 skipped: non-finite grad (total_norm=nan, total skips=34895) +[WARN] step=140194 skipped: non-finite grad (total_norm=inf, total skips=34896) +[WARN] step=140195 skipped: non-finite grad (total_norm=nan, total skips=34897) +[WARN] step=140196 skipped: non-finite grad (total_norm=nan, total skips=34898) +[WARN] step=140197 skipped: non-finite grad (total_norm=inf, total skips=34899) +[WARN] step=140198 skipped: non-finite grad (total_norm=inf, total skips=34900) +[WARN] step=140199 skipped: non-finite grad (total_norm=inf, total skips=34901) +[WARN] step=140200 skipped: non-finite grad (total_norm=nan, total skips=34902) +[WARN] step=140201 skipped: non-finite grad (total_norm=inf, total skips=34903) +[WARN] step=140202 skipped: non-finite grad (total_norm=inf, total skips=34904) +[WARN] step=140203 skipped: non-finite grad (total_norm=inf, total skips=34905) +[WARN] step=140204 skipped: non-finite grad (total_norm=inf, total skips=34906) +[WARN] step=140205 skipped: non-finite grad (total_norm=nan, total skips=34907) +[WARN] step=140206 skipped: non-finite grad (total_norm=inf, total skips=34908) +[WARN] step=140207 skipped: non-finite grad (total_norm=nan, total skips=34909) +[WARN] step=140208 skipped: non-finite grad (total_norm=nan, total skips=34910) +[WARN] step=140209 skipped: non-finite grad (total_norm=inf, total skips=34911) +[WARN] step=140210 skipped: non-finite grad (total_norm=inf, total skips=34912) +[WARN] step=140211 skipped: non-finite grad (total_norm=inf, total skips=34913) +[WARN] step=140212 skipped: 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skips=34938) +[WARN] step=140237 skipped: non-finite grad (total_norm=inf, total skips=34939) +[WARN] step=140238 skipped: non-finite grad (total_norm=inf, total skips=34940) +[WARN] step=140239 skipped: non-finite grad (total_norm=nan, total skips=34941) +[WARN] step=140240 skipped: non-finite grad (total_norm=nan, total skips=34942) +[WARN] step=140241 skipped: non-finite grad (total_norm=inf, total skips=34943) +[WARN] step=140242 skipped: non-finite grad (total_norm=inf, total skips=34944) +[WARN] step=140243 skipped: non-finite grad (total_norm=inf, total skips=34945) +[WARN] step=140244 skipped: non-finite grad (total_norm=inf, total skips=34946) +[WARN] step=140245 skipped: non-finite grad (total_norm=nan, total skips=34947) +[WARN] step=140246 skipped: non-finite grad (total_norm=inf, total skips=34948) +[WARN] step=140247 skipped: non-finite grad (total_norm=inf, total skips=34949) +[WARN] step=140248 skipped: non-finite grad (total_norm=inf, total skips=34950) +[WARN] 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skips=34987) +[WARN] step=140286 skipped: non-finite grad (total_norm=inf, total skips=34988) +[WARN] step=140287 skipped: non-finite grad (total_norm=inf, total skips=34989) +[WARN] step=140288 skipped: non-finite grad (total_norm=inf, total skips=34990) +[WARN] step=140289 skipped: non-finite grad (total_norm=inf, total skips=34991) +[WARN] step=140290 skipped: non-finite grad (total_norm=nan, total skips=34992) +[WARN] step=140291 skipped: non-finite grad (total_norm=inf, total skips=34993) +[WARN] step=140292 skipped: non-finite grad (total_norm=inf, total skips=34994) +[WARN] step=140293 skipped: non-finite grad (total_norm=nan, total skips=34995) +[WARN] step=140294 skipped: non-finite grad (total_norm=nan, total skips=34996) +[WARN] step=140295 skipped: non-finite grad (total_norm=inf, total skips=34997) +[WARN] step=140296 skipped: non-finite grad (total_norm=inf, total skips=34998) +[WARN] step=140297 skipped: non-finite grad (total_norm=nan, total skips=34999) +[WARN] 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skips=35330) +[WARN] step=140629 skipped: non-finite grad (total_norm=nan, total skips=35331) +[WARN] step=140630 skipped: non-finite grad (total_norm=nan, total skips=35332) +[WARN] step=140631 skipped: non-finite grad (total_norm=nan, total skips=35333) +[WARN] step=140632 skipped: non-finite grad (total_norm=inf, total skips=35334) +[WARN] step=140633 skipped: non-finite grad (total_norm=inf, total skips=35335) +[WARN] step=140634 skipped: non-finite grad (total_norm=inf, total skips=35336) +[WARN] step=140635 skipped: non-finite grad (total_norm=nan, total skips=35337) +[WARN] step=140636 skipped: non-finite grad (total_norm=nan, total skips=35338) +[WARN] step=140637 skipped: non-finite grad (total_norm=inf, total skips=35339) +[WARN] step=140638 skipped: non-finite grad (total_norm=inf, total skips=35340) +[WARN] step=140639 skipped: non-finite grad (total_norm=nan, total skips=35341) +[WARN] step=140640 skipped: non-finite grad (total_norm=inf, total skips=35342) +[WARN] 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(total_norm=inf, total skips=35367) +[WARN] step=140666 skipped: non-finite grad (total_norm=nan, total skips=35368) +[WARN] step=140667 skipped: non-finite grad (total_norm=inf, total skips=35369) +[WARN] step=140668 skipped: non-finite grad (total_norm=inf, total skips=35370) +[WARN] step=140669 skipped: non-finite grad (total_norm=inf, total skips=35371) +[WARN] step=140670 skipped: non-finite grad (total_norm=inf, total skips=35372) +[WARN] step=140671 skipped: non-finite grad (total_norm=inf, total skips=35373) +[WARN] step=140672 skipped: non-finite grad (total_norm=inf, total skips=35374) +[WARN] step=140673 skipped: non-finite grad (total_norm=inf, total skips=35375) +[WARN] step=140674 skipped: non-finite grad (total_norm=inf, total skips=35376) +[WARN] step=140675 skipped: non-finite grad (total_norm=nan, total skips=35377) +[WARN] step=140676 skipped: non-finite grad (total_norm=inf, total skips=35378) +[WARN] step=140677 skipped: non-finite grad (total_norm=nan, total skips=35379) +[WARN] step=140678 skipped: non-finite grad (total_norm=inf, total skips=35380) +[WARN] step=140679 skipped: non-finite grad (total_norm=inf, total skips=35381) +[WARN] step=140680 skipped: non-finite grad (total_norm=nan, total skips=35382) +[WARN] step=140681 skipped: non-finite grad (total_norm=inf, total skips=35383) +[WARN] step=140682 skipped: non-finite grad (total_norm=inf, total skips=35384) +[WARN] step=140683 skipped: non-finite grad (total_norm=nan, total skips=35385) +[WARN] step=140684 skipped: non-finite grad (total_norm=inf, total skips=35386) +[WARN] step=140685 skipped: non-finite grad (total_norm=nan, total skips=35387) +[WARN] step=140686 skipped: non-finite grad (total_norm=inf, total skips=35388) +[WARN] step=140687 skipped: non-finite grad (total_norm=nan, total skips=35389) +[WARN] step=140688 skipped: non-finite grad (total_norm=nan, total skips=35390) +[WARN] step=140689 skipped: non-finite grad (total_norm=inf, total skips=35391) +[WARN] step=140690 skipped: non-finite grad (total_norm=inf, total skips=35392) +[WARN] step=140691 skipped: non-finite grad (total_norm=nan, total skips=35393) +[WARN] step=140692 skipped: non-finite grad (total_norm=nan, total skips=35394) +[WARN] step=140693 skipped: non-finite grad (total_norm=inf, total skips=35395) +[WARN] step=140694 skipped: non-finite grad (total_norm=inf, total skips=35396) +[WARN] step=140695 skipped: non-finite grad (total_norm=nan, total skips=35397) +[WARN] step=140696 skipped: non-finite grad (total_norm=inf, total skips=35398) +[WARN] step=140697 skipped: non-finite grad (total_norm=inf, total skips=35399) +[WARN] step=140698 skipped: non-finite grad (total_norm=inf, total skips=35400) +[WARN] step=140699 skipped: non-finite grad (total_norm=inf, total skips=35401) +[WARN] step=140700 skipped: non-finite grad (total_norm=inf, total skips=35402) +[WARN] step=140701 skipped: non-finite grad (total_norm=inf, total skips=35403) +[WARN] step=140702 skipped: 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(total_norm=nan, total skips=35416) +[WARN] step=140715 skipped: non-finite grad (total_norm=nan, total skips=35417) +[WARN] step=140716 skipped: non-finite grad (total_norm=inf, total skips=35418) +[WARN] step=140717 skipped: non-finite grad (total_norm=inf, total skips=35419) +[WARN] step=140718 skipped: non-finite grad (total_norm=inf, total skips=35420) +[WARN] step=140719 skipped: non-finite grad (total_norm=inf, total skips=35421) +[WARN] step=140720 skipped: non-finite grad (total_norm=inf, total skips=35422) +[WARN] step=140721 skipped: non-finite grad (total_norm=nan, total skips=35423) +[WARN] step=140722 skipped: non-finite grad (total_norm=inf, total skips=35424) +[WARN] step=140723 skipped: non-finite grad (total_norm=inf, total skips=35425) +[WARN] step=140724 skipped: non-finite grad (total_norm=inf, total skips=35426) +[WARN] step=140725 skipped: non-finite grad (total_norm=nan, total skips=35427) +[WARN] step=140726 skipped: non-finite grad (total_norm=nan, total skips=35428) +[WARN] step=140727 skipped: non-finite grad (total_norm=inf, total skips=35429) +[WARN] step=140728 skipped: non-finite grad (total_norm=inf, total skips=35430) +[WARN] step=140729 skipped: non-finite grad (total_norm=inf, total skips=35431) +[WARN] step=140730 skipped: non-finite grad (total_norm=inf, total skips=35432) +[WARN] step=140731 skipped: non-finite grad (total_norm=inf, total skips=35433) +[WARN] step=140732 skipped: non-finite grad (total_norm=inf, total skips=35434) +[WARN] step=140733 skipped: non-finite grad (total_norm=nan, total skips=35435) +[WARN] step=140734 skipped: non-finite grad (total_norm=inf, total skips=35436) +[WARN] step=140735 skipped: non-finite grad (total_norm=inf, total skips=35437) +[WARN] step=140736 skipped: non-finite grad (total_norm=inf, total skips=35438) +[WARN] step=140737 skipped: non-finite grad (total_norm=inf, total skips=35439) +[WARN] step=140738 skipped: non-finite grad (total_norm=inf, total skips=35440) +[WARN] 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skips=35477) +[WARN] step=140776 skipped: non-finite grad (total_norm=inf, total skips=35478) +[WARN] step=140777 skipped: non-finite grad (total_norm=inf, total skips=35479) +[WARN] step=140778 skipped: non-finite grad (total_norm=inf, total skips=35480) +[WARN] step=140779 skipped: non-finite grad (total_norm=inf, total skips=35481) +[WARN] step=140780 skipped: non-finite grad (total_norm=nan, total skips=35482) +[WARN] step=140781 skipped: non-finite grad (total_norm=nan, total skips=35483) +[WARN] step=140782 skipped: non-finite grad (total_norm=inf, total skips=35484) +[WARN] step=140783 skipped: non-finite grad (total_norm=nan, total skips=35485) +[WARN] step=140784 skipped: non-finite grad (total_norm=nan, total skips=35486) +[WARN] step=140785 skipped: non-finite grad (total_norm=inf, total skips=35487) +[WARN] step=140786 skipped: non-finite grad (total_norm=inf, total skips=35488) +[WARN] step=140787 skipped: non-finite grad (total_norm=inf, total skips=35489) +[WARN] 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skips=35526) +[WARN] step=140825 skipped: non-finite grad (total_norm=nan, total skips=35527) +[WARN] step=140826 skipped: non-finite grad (total_norm=nan, total skips=35528) +[WARN] step=140827 skipped: non-finite grad (total_norm=nan, total skips=35529) +[WARN] step=140828 skipped: non-finite grad (total_norm=nan, total skips=35530) +[WARN] step=140829 skipped: non-finite grad (total_norm=inf, total skips=35531) +[WARN] step=140830 skipped: non-finite grad (total_norm=nan, total skips=35532) +[WARN] step=140831 skipped: non-finite grad (total_norm=nan, total skips=35533) +[WARN] step=140832 skipped: non-finite grad (total_norm=inf, total skips=35534) +[WARN] step=140833 skipped: non-finite grad (total_norm=inf, total skips=35535) +[WARN] step=140834 skipped: non-finite grad (total_norm=inf, total skips=35536) +[WARN] step=140835 skipped: non-finite grad (total_norm=inf, total skips=35537) +[WARN] step=140836 skipped: non-finite grad (total_norm=inf, total skips=35538) +[WARN] 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skips=37682) +[WARN] step=142981 skipped: non-finite grad (total_norm=nan, total skips=37683) +[WARN] step=142982 skipped: non-finite grad (total_norm=inf, total skips=37684) +[WARN] step=142983 skipped: non-finite grad (total_norm=nan, total skips=37685) +[WARN] step=142984 skipped: non-finite grad (total_norm=inf, total skips=37686) +[WARN] step=142985 skipped: non-finite grad (total_norm=nan, total skips=37687) +[WARN] step=142986 skipped: non-finite grad (total_norm=inf, total skips=37688) +[WARN] step=142987 skipped: non-finite grad (total_norm=inf, total skips=37689) +[WARN] step=142988 skipped: non-finite grad (total_norm=inf, total skips=37690) +[WARN] step=142989 skipped: non-finite grad (total_norm=inf, total skips=37691) +[WARN] step=142990 skipped: non-finite grad (total_norm=inf, total skips=37692) +[WARN] step=142991 skipped: non-finite grad (total_norm=inf, total skips=37693) +[WARN] step=142992 skipped: non-finite grad (total_norm=inf, total skips=37694) +[WARN] 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skips=37878) +[WARN] step=143177 skipped: non-finite grad (total_norm=inf, total skips=37879) +[WARN] step=143178 skipped: non-finite grad (total_norm=nan, total skips=37880) +[WARN] step=143179 skipped: non-finite grad (total_norm=inf, total skips=37881) +[WARN] step=143180 skipped: non-finite grad (total_norm=inf, total skips=37882) +[WARN] step=143181 skipped: non-finite grad (total_norm=nan, total skips=37883) +[WARN] step=143182 skipped: non-finite grad (total_norm=inf, total skips=37884) +[WARN] step=143183 skipped: non-finite grad (total_norm=nan, total skips=37885) +[WARN] step=143184 skipped: non-finite grad (total_norm=inf, total skips=37886) +[WARN] step=143185 skipped: non-finite grad (total_norm=inf, total skips=37887) +[WARN] step=143186 skipped: non-finite grad (total_norm=inf, total skips=37888) +[WARN] step=143187 skipped: non-finite grad (total_norm=nan, total skips=37889) +[WARN] step=143188 skipped: non-finite grad (total_norm=nan, total skips=37890) +[WARN] 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skips=37927) +[WARN] step=143226 skipped: non-finite grad (total_norm=nan, total skips=37928) +[WARN] step=143227 skipped: non-finite grad (total_norm=nan, total skips=37929) +[WARN] step=143228 skipped: non-finite grad (total_norm=inf, total skips=37930) +[WARN] step=143229 skipped: non-finite grad (total_norm=inf, total skips=37931) +[WARN] step=143230 skipped: non-finite grad (total_norm=nan, total skips=37932) +[WARN] step=143231 skipped: non-finite grad (total_norm=nan, total skips=37933) +[WARN] step=143232 skipped: non-finite grad (total_norm=inf, total skips=37934) +[WARN] step=143233 skipped: non-finite grad (total_norm=inf, total skips=37935) +[WARN] step=143234 skipped: non-finite grad (total_norm=inf, total skips=37936) +[WARN] step=143235 skipped: non-finite grad (total_norm=nan, total skips=37937) +[WARN] step=143236 skipped: non-finite grad (total_norm=nan, total skips=37938) +[WARN] step=143237 skipped: non-finite grad (total_norm=nan, total skips=37939) +[WARN] 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skips=38907) +[WARN] step=144206 skipped: non-finite grad (total_norm=nan, total skips=38908) +[WARN] step=144207 skipped: non-finite grad (total_norm=inf, total skips=38909) +[WARN] step=144208 skipped: non-finite grad (total_norm=nan, total skips=38910) +[WARN] step=144209 skipped: non-finite grad (total_norm=nan, total skips=38911) +[WARN] step=144210 skipped: non-finite grad (total_norm=inf, total skips=38912) +[WARN] step=144211 skipped: non-finite grad (total_norm=inf, total skips=38913) +[WARN] step=144212 skipped: non-finite grad (total_norm=inf, total skips=38914) +[WARN] step=144213 skipped: non-finite grad (total_norm=inf, total skips=38915) +[WARN] step=144214 skipped: non-finite grad (total_norm=inf, total skips=38916) +[WARN] step=144215 skipped: non-finite grad (total_norm=inf, total skips=38917) +[WARN] step=144216 skipped: non-finite grad (total_norm=inf, total skips=38918) +[WARN] step=144217 skipped: non-finite grad (total_norm=inf, total skips=38919) +[WARN] 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skips=38956) +[WARN] step=144255 skipped: non-finite grad (total_norm=nan, total skips=38957) +[WARN] step=144256 skipped: non-finite grad (total_norm=inf, total skips=38958) +[WARN] step=144257 skipped: non-finite grad (total_norm=nan, total skips=38959) +[WARN] step=144258 skipped: non-finite grad (total_norm=inf, total skips=38960) +[WARN] step=144259 skipped: non-finite grad (total_norm=inf, total skips=38961) +[WARN] step=144260 skipped: non-finite grad (total_norm=nan, total skips=38962) +[WARN] step=144261 skipped: non-finite grad (total_norm=inf, total skips=38963) +[WARN] step=144262 skipped: non-finite grad (total_norm=inf, total skips=38964) +[WARN] step=144263 skipped: non-finite grad (total_norm=inf, total skips=38965) +[WARN] step=144264 skipped: non-finite grad (total_norm=inf, total skips=38966) +[WARN] step=144265 skipped: non-finite grad (total_norm=nan, total skips=38967) +[WARN] step=144266 skipped: non-finite grad (total_norm=inf, total skips=38968) +[WARN] 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skips=41994) +[WARN] step=147293 skipped: non-finite grad (total_norm=inf, total skips=41995) +[WARN] step=147294 skipped: non-finite grad (total_norm=inf, total skips=41996) +[WARN] step=147295 skipped: non-finite grad (total_norm=inf, total skips=41997) +[WARN] step=147296 skipped: non-finite grad (total_norm=inf, total skips=41998) +[WARN] step=147297 skipped: non-finite grad (total_norm=inf, total skips=41999) +[WARN] step=147298 skipped: non-finite grad (total_norm=inf, total skips=42000) +[WARN] step=147299 skipped: non-finite grad (total_norm=nan, total skips=42001) +[WARN] step=147300 skipped: non-finite grad (total_norm=nan, total skips=42002) +[WARN] step=147301 skipped: non-finite grad (total_norm=nan, total skips=42003) +[WARN] step=147302 skipped: non-finite grad (total_norm=nan, total skips=42004) +[WARN] step=147303 skipped: non-finite grad (total_norm=nan, total skips=42005) +[WARN] step=147304 skipped: non-finite grad (total_norm=nan, total skips=42006) +[WARN] 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skips=42043) +[WARN] step=147342 skipped: non-finite grad (total_norm=nan, total skips=42044) +[WARN] step=147343 skipped: non-finite grad (total_norm=nan, total skips=42045) +[WARN] step=147344 skipped: non-finite grad (total_norm=inf, total skips=42046) +[WARN] step=147345 skipped: non-finite grad (total_norm=inf, total skips=42047) +[WARN] step=147346 skipped: non-finite grad (total_norm=inf, total skips=42048) +[WARN] step=147347 skipped: non-finite grad (total_norm=inf, total skips=42049) +[WARN] step=147348 skipped: non-finite grad (total_norm=inf, total skips=42050) +[WARN] step=147349 skipped: non-finite grad (total_norm=nan, total skips=42051) +[WARN] step=147350 skipped: non-finite grad (total_norm=inf, total skips=42052) +[WARN] step=147351 skipped: non-finite grad (total_norm=inf, total skips=42053) +[WARN] step=147352 skipped: non-finite grad (total_norm=nan, total skips=42054) +[WARN] step=147353 skipped: non-finite grad (total_norm=inf, total skips=42055) +[WARN] 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skips=43317) +[WARN] step=148616 skipped: non-finite grad (total_norm=inf, total skips=43318) +[WARN] step=148617 skipped: non-finite grad (total_norm=nan, total skips=43319) +[WARN] step=148618 skipped: non-finite grad (total_norm=nan, total skips=43320) +[WARN] step=148619 skipped: non-finite grad (total_norm=inf, total skips=43321) +[WARN] step=148620 skipped: non-finite grad (total_norm=inf, total skips=43322) +[WARN] step=148621 skipped: non-finite grad (total_norm=inf, total skips=43323) +[WARN] step=148622 skipped: non-finite grad (total_norm=inf, total skips=43324) +[WARN] step=148623 skipped: non-finite grad (total_norm=nan, total skips=43325) +[WARN] step=148624 skipped: non-finite grad (total_norm=inf, total skips=43326) +[WARN] step=148625 skipped: non-finite grad (total_norm=inf, total skips=43327) +[WARN] step=148626 skipped: non-finite grad (total_norm=inf, total skips=43328) +[WARN] step=148627 skipped: non-finite grad (total_norm=inf, total skips=43329) +[WARN] 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skips=53705) +[WARN] step=159004 skipped: non-finite grad (total_norm=nan, total skips=53706) +[WARN] step=159005 skipped: non-finite grad (total_norm=nan, total skips=53707) +[WARN] step=159006 skipped: non-finite grad (total_norm=nan, total skips=53708) +[WARN] step=159007 skipped: non-finite grad (total_norm=nan, total skips=53709) +[WARN] step=159008 skipped: non-finite grad (total_norm=inf, total skips=53710) +[WARN] step=159009 skipped: non-finite grad (total_norm=inf, total skips=53711) +[WARN] step=159010 skipped: non-finite grad (total_norm=inf, total skips=53712) +[WARN] step=159011 skipped: non-finite grad (total_norm=nan, total skips=53713) +[WARN] step=159012 skipped: non-finite grad (total_norm=inf, total skips=53714) +[WARN] step=159013 skipped: non-finite grad (total_norm=nan, total skips=53715) +[WARN] step=159014 skipped: non-finite grad (total_norm=nan, total skips=53716) +[WARN] step=159015 skipped: non-finite grad (total_norm=inf, total skips=53717) +[WARN] 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skips=53754) +[WARN] step=159053 skipped: non-finite grad (total_norm=nan, total skips=53755) +[WARN] step=159054 skipped: non-finite grad (total_norm=nan, total skips=53756) +[WARN] step=159055 skipped: non-finite grad (total_norm=inf, total skips=53757) +[WARN] step=159056 skipped: non-finite grad (total_norm=nan, total skips=53758) +[WARN] step=159057 skipped: non-finite grad (total_norm=inf, total skips=53759) +[WARN] step=159058 skipped: non-finite grad (total_norm=inf, total skips=53760) +[WARN] step=159059 skipped: non-finite grad (total_norm=nan, total skips=53761) +[WARN] step=159060 skipped: non-finite grad (total_norm=inf, total skips=53762) +[WARN] step=159061 skipped: non-finite grad (total_norm=inf, total skips=53763) +[WARN] step=159062 skipped: non-finite grad (total_norm=inf, total skips=53764) +[WARN] step=159063 skipped: non-finite grad (total_norm=nan, total skips=53765) +[WARN] step=159064 skipped: non-finite grad (total_norm=nan, total skips=53766) +[WARN] 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skips=53999) +[WARN] step=159298 skipped: non-finite grad (total_norm=nan, total skips=54000) +[WARN] step=159299 skipped: non-finite grad (total_norm=inf, total skips=54001) +[WARN] step=159300 skipped: non-finite grad (total_norm=inf, total skips=54002) +[WARN] step=159301 skipped: non-finite grad (total_norm=nan, total skips=54003) +[WARN] step=159302 skipped: non-finite grad (total_norm=inf, total skips=54004) +[WARN] step=159303 skipped: non-finite grad (total_norm=inf, total skips=54005) +[WARN] step=159304 skipped: non-finite grad (total_norm=inf, total skips=54006) +[WARN] step=159305 skipped: non-finite grad (total_norm=inf, total skips=54007) +[WARN] step=159306 skipped: non-finite grad (total_norm=inf, total skips=54008) +[WARN] step=159307 skipped: non-finite grad (total_norm=inf, total skips=54009) +[WARN] step=159308 skipped: non-finite grad (total_norm=inf, total skips=54010) +[WARN] step=159309 skipped: non-finite grad (total_norm=nan, total skips=54011) +[WARN] 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skips=55567) +[WARN] step=160866 skipped: non-finite grad (total_norm=inf, total skips=55568) +[WARN] step=160867 skipped: non-finite grad (total_norm=nan, total skips=55569) +[WARN] step=160868 skipped: non-finite grad (total_norm=nan, total skips=55570) +[WARN] step=160869 skipped: non-finite grad (total_norm=inf, total skips=55571) +[WARN] step=160870 skipped: non-finite grad (total_norm=nan, total skips=55572) +[WARN] step=160871 skipped: non-finite grad (total_norm=inf, total skips=55573) +[WARN] step=160872 skipped: non-finite grad (total_norm=nan, total skips=55574) +[WARN] step=160873 skipped: non-finite grad (total_norm=inf, total skips=55575) +[WARN] step=160874 skipped: non-finite grad (total_norm=inf, total skips=55576) +[WARN] step=160875 skipped: non-finite grad (total_norm=inf, total skips=55577) +[WARN] step=160876 skipped: non-finite grad (total_norm=inf, total skips=55578) +[WARN] step=160877 skipped: non-finite grad (total_norm=nan, total skips=55579) +[WARN] 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skips=58801) +[WARN] step=164100 skipped: non-finite grad (total_norm=nan, total skips=58802) +[WARN] step=164101 skipped: non-finite grad (total_norm=nan, total skips=58803) +[WARN] step=164102 skipped: non-finite grad (total_norm=inf, total skips=58804) +[WARN] step=164103 skipped: non-finite grad (total_norm=nan, total skips=58805) +[WARN] step=164104 skipped: non-finite grad (total_norm=nan, total skips=58806) +[WARN] step=164105 skipped: non-finite grad (total_norm=inf, total skips=58807) +[WARN] step=164106 skipped: non-finite grad (total_norm=inf, total skips=58808) +[WARN] step=164107 skipped: non-finite grad (total_norm=inf, total skips=58809) +[WARN] step=164108 skipped: non-finite grad (total_norm=inf, total skips=58810) +[WARN] step=164109 skipped: non-finite grad (total_norm=inf, total skips=58811) +[WARN] step=164110 skipped: non-finite grad (total_norm=nan, total skips=58812) +[WARN] step=164111 skipped: non-finite grad (total_norm=nan, total skips=58813) +[WARN] 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skips=60859) +[WARN] step=166159 skipped: non-finite grad (total_norm=inf, total skips=60860) +[WARN] step=166160 skipped: non-finite grad (total_norm=nan, total skips=60861) +[WARN] step=166161 skipped: non-finite grad (total_norm=inf, total skips=60862) +[WARN] step=166162 skipped: non-finite grad (total_norm=nan, total skips=60863) +[WARN] step=166163 skipped: non-finite grad (total_norm=inf, total skips=60864) +[WARN] step=166164 skipped: non-finite grad (total_norm=inf, total skips=60865) +[WARN] step=166165 skipped: non-finite grad (total_norm=nan, total skips=60866) +[WARN] step=166166 skipped: non-finite grad (total_norm=inf, total skips=60867) +[WARN] step=166167 skipped: non-finite grad (total_norm=inf, total skips=60868) +[WARN] step=166168 skipped: non-finite grad (total_norm=nan, total skips=60869) +[WARN] step=166169 skipped: non-finite grad (total_norm=nan, total skips=60870) +[WARN] step=166170 skipped: non-finite grad (total_norm=inf, total skips=60871) +[WARN] 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skips=61545) +[WARN] step=166845 skipped: non-finite grad (total_norm=nan, total skips=61546) +[WARN] step=166846 skipped: non-finite grad (total_norm=inf, total skips=61547) +[WARN] step=166847 skipped: non-finite grad (total_norm=inf, total skips=61548) +[WARN] step=166848 skipped: non-finite grad (total_norm=nan, total skips=61549) +[WARN] step=166849 skipped: non-finite grad (total_norm=nan, total skips=61550) +[WARN] step=166850 skipped: non-finite grad (total_norm=inf, total skips=61551) +[WARN] step=166851 skipped: non-finite grad (total_norm=nan, total skips=61552) +[WARN] step=166852 skipped: non-finite grad (total_norm=inf, total skips=61553) +[WARN] step=166853 skipped: non-finite grad (total_norm=inf, total skips=61554) +[WARN] step=166854 skipped: non-finite grad (total_norm=inf, total skips=61555) +[WARN] step=166855 skipped: non-finite grad (total_norm=nan, total skips=61556) +[WARN] step=166856 skipped: non-finite grad (total_norm=inf, total skips=61557) +[WARN] 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skips=61594) +[WARN] step=166894 skipped: non-finite grad (total_norm=nan, total skips=61595) +[WARN] step=166895 skipped: non-finite grad (total_norm=nan, total skips=61596) +[WARN] step=166896 skipped: non-finite grad (total_norm=nan, total skips=61597) +[WARN] step=166897 skipped: non-finite grad (total_norm=inf, total skips=61598) +[WARN] step=166898 skipped: non-finite grad (total_norm=nan, total skips=61599) +[WARN] step=166899 skipped: non-finite grad (total_norm=nan, total skips=61600) +[WARN] step=166900 skipped: non-finite grad (total_norm=nan, total skips=61601) +[WARN] step=166901 skipped: non-finite grad (total_norm=inf, total skips=61602) +[WARN] step=166902 skipped: non-finite grad (total_norm=inf, total skips=61603) +[WARN] step=166903 skipped: non-finite grad (total_norm=nan, total skips=61604) +[WARN] step=166904 skipped: non-finite grad (total_norm=inf, total skips=61605) +[WARN] step=166905 skipped: non-finite grad (total_norm=nan, total skips=61606) +[WARN] 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skips=61643) +[WARN] step=166943 skipped: non-finite grad (total_norm=inf, total skips=61644) +[WARN] step=166944 skipped: non-finite grad (total_norm=inf, total skips=61645) +[WARN] step=166945 skipped: non-finite grad (total_norm=inf, total skips=61646) +[WARN] step=166946 skipped: non-finite grad (total_norm=inf, total skips=61647) +[WARN] step=166947 skipped: non-finite grad (total_norm=inf, total skips=61648) +[WARN] step=166948 skipped: non-finite grad (total_norm=inf, total skips=61649) +[WARN] step=166949 skipped: non-finite grad (total_norm=nan, total skips=61650) +[WARN] step=166950 skipped: non-finite grad (total_norm=nan, total skips=61651) +[WARN] step=166951 skipped: non-finite grad (total_norm=nan, total skips=61652) +[WARN] step=166952 skipped: non-finite grad (total_norm=inf, total skips=61653) +[WARN] step=166953 skipped: non-finite grad (total_norm=nan, total skips=61654) +[WARN] step=166954 skipped: non-finite grad (total_norm=inf, total skips=61655) +[WARN] 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skips=61741) +[WARN] step=167041 skipped: non-finite grad (total_norm=inf, total skips=61742) +[WARN] step=167042 skipped: non-finite grad (total_norm=inf, total skips=61743) +[WARN] step=167043 skipped: non-finite grad (total_norm=nan, total skips=61744) +[WARN] step=167044 skipped: non-finite grad (total_norm=inf, total skips=61745) +[WARN] step=167045 skipped: non-finite grad (total_norm=inf, total skips=61746) +[WARN] step=167046 skipped: non-finite grad (total_norm=inf, total skips=61747) +[WARN] step=167047 skipped: non-finite grad (total_norm=inf, total skips=61748) +[WARN] step=167048 skipped: non-finite grad (total_norm=inf, total skips=61749) +[WARN] step=167049 skipped: non-finite grad (total_norm=nan, total skips=61750) +[WARN] step=167050 skipped: non-finite grad (total_norm=inf, total skips=61751) +[WARN] step=167051 skipped: non-finite grad (total_norm=nan, total skips=61752) +[WARN] step=167052 skipped: non-finite grad (total_norm=inf, total skips=61753) +[WARN] 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skips=62819) +[WARN] step=168119 skipped: non-finite grad (total_norm=inf, total skips=62820) +[WARN] step=168120 skipped: non-finite grad (total_norm=nan, total skips=62821) +[WARN] step=168121 skipped: non-finite grad (total_norm=inf, total skips=62822) +[WARN] step=168122 skipped: non-finite grad (total_norm=inf, total skips=62823) +[WARN] step=168123 skipped: non-finite grad (total_norm=inf, total skips=62824) +[WARN] step=168124 skipped: non-finite grad (total_norm=inf, total skips=62825) +[WARN] step=168125 skipped: non-finite grad (total_norm=inf, total skips=62826) +[WARN] step=168126 skipped: non-finite grad (total_norm=inf, total skips=62827) +[WARN] step=168127 skipped: non-finite grad (total_norm=inf, total skips=62828) +[WARN] step=168128 skipped: non-finite grad (total_norm=nan, total skips=62829) +[WARN] step=168129 skipped: non-finite grad (total_norm=inf, total skips=62830) +[WARN] step=168130 skipped: non-finite grad (total_norm=nan, total skips=62831) +[WARN] 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(total_norm=inf, total skips=62856) +[WARN] step=168156 skipped: non-finite grad (total_norm=nan, total skips=62857) +[WARN] step=168157 skipped: non-finite grad (total_norm=nan, total skips=62858) +[WARN] step=168158 skipped: non-finite grad (total_norm=nan, total skips=62859) +[WARN] step=168159 skipped: non-finite grad (total_norm=nan, total skips=62860) +[WARN] step=168160 skipped: non-finite grad (total_norm=inf, total skips=62861) +[WARN] step=168161 skipped: non-finite grad (total_norm=inf, total skips=62862) +[WARN] step=168162 skipped: non-finite grad (total_norm=inf, total skips=62863) +[WARN] step=168163 skipped: non-finite grad (total_norm=nan, total skips=62864) +[WARN] step=168164 skipped: non-finite grad (total_norm=inf, total skips=62865) +[WARN] step=168165 skipped: non-finite grad (total_norm=inf, total skips=62866) +[WARN] step=168166 skipped: non-finite grad (total_norm=nan, total skips=62867) +[WARN] step=168167 skipped: non-finite grad (total_norm=inf, total skips=62868) +[WARN] step=168168 skipped: non-finite grad (total_norm=inf, total skips=62869) +[WARN] step=168169 skipped: non-finite grad (total_norm=nan, total skips=62870) +[WARN] step=168170 skipped: non-finite grad (total_norm=inf, total skips=62871) +[WARN] step=168171 skipped: non-finite grad (total_norm=inf, total skips=62872) +[WARN] step=168172 skipped: non-finite grad (total_norm=inf, total skips=62873) +[WARN] step=168173 skipped: non-finite grad (total_norm=inf, total skips=62874) +[WARN] step=168174 skipped: non-finite grad (total_norm=inf, total skips=62875) +[WARN] step=168175 skipped: non-finite grad (total_norm=nan, total skips=62876) +[WARN] step=168176 skipped: non-finite grad (total_norm=inf, total skips=62877) +[WARN] step=168177 skipped: non-finite grad (total_norm=inf, total skips=62878) +[WARN] step=168178 skipped: non-finite grad (total_norm=nan, total skips=62879) +[WARN] step=168179 skipped: non-finite grad (total_norm=inf, total skips=62880) +[WARN] step=168180 skipped: non-finite grad (total_norm=inf, total skips=62881) +[WARN] step=168181 skipped: non-finite grad (total_norm=nan, total skips=62882) +[WARN] step=168182 skipped: non-finite grad (total_norm=nan, total skips=62883) +[WARN] step=168183 skipped: non-finite grad (total_norm=inf, total skips=62884) +[WARN] step=168184 skipped: non-finite grad (total_norm=inf, total skips=62885) +[WARN] step=168185 skipped: non-finite grad (total_norm=nan, total skips=62886) +[WARN] step=168186 skipped: non-finite grad (total_norm=inf, total skips=62887) +[WARN] step=168187 skipped: non-finite grad (total_norm=inf, total skips=62888) +[WARN] step=168188 skipped: non-finite grad (total_norm=nan, total skips=62889) +[WARN] step=168189 skipped: non-finite grad (total_norm=nan, total skips=62890) +[WARN] step=168190 skipped: non-finite grad (total_norm=inf, total skips=62891) +[WARN] step=168191 skipped: non-finite grad (total_norm=nan, total skips=62892) +[WARN] step=168192 skipped: non-finite grad (total_norm=nan, total skips=62893) +[WARN] step=168193 skipped: non-finite grad (total_norm=inf, total skips=62894) +[WARN] step=168194 skipped: non-finite grad (total_norm=inf, total skips=62895) +[WARN] step=168195 skipped: non-finite grad (total_norm=nan, total skips=62896) +[WARN] step=168196 skipped: non-finite grad (total_norm=inf, total skips=62897) +[WARN] step=168197 skipped: non-finite grad (total_norm=nan, total skips=62898) +[WARN] step=168198 skipped: non-finite grad (total_norm=nan, total skips=62899) +[WARN] step=168199 skipped: non-finite grad (total_norm=inf, total skips=62900) +[WARN] step=168200 skipped: non-finite grad (total_norm=inf, total skips=62901) +[WARN] step=168201 skipped: non-finite grad (total_norm=inf, total skips=62902) +[WARN] step=168202 skipped: non-finite grad (total_norm=inf, total skips=62903) +[WARN] step=168203 skipped: non-finite grad (total_norm=nan, total skips=62904) +[WARN] step=168204 skipped: non-finite grad (total_norm=nan, total skips=62905) +[WARN] step=168205 skipped: non-finite grad (total_norm=inf, total skips=62906) +[WARN] step=168206 skipped: non-finite grad (total_norm=inf, total skips=62907) +[WARN] step=168207 skipped: non-finite grad (total_norm=inf, total skips=62908) +[WARN] step=168208 skipped: non-finite grad (total_norm=inf, total skips=62909) +[WARN] step=168209 skipped: non-finite grad (total_norm=nan, total skips=62910) +[WARN] step=168210 skipped: non-finite grad (total_norm=nan, total skips=62911) +[WARN] step=168211 skipped: non-finite grad (total_norm=inf, total skips=62912) +[WARN] step=168212 skipped: non-finite grad (total_norm=inf, total skips=62913) +[WARN] step=168213 skipped: non-finite grad (total_norm=inf, total skips=62914) +[WARN] step=168214 skipped: non-finite grad (total_norm=nan, total skips=62915) +[WARN] step=168215 skipped: non-finite grad (total_norm=inf, total skips=62916) +[WARN] step=168216 skipped: non-finite grad (total_norm=nan, total skips=62917) +[WARN] step=168217 skipped: non-finite grad (total_norm=inf, total skips=62918) +[WARN] step=168218 skipped: non-finite grad (total_norm=nan, total skips=62919) +[WARN] step=168219 skipped: non-finite grad (total_norm=nan, total skips=62920) +[WARN] step=168220 skipped: non-finite grad (total_norm=nan, total skips=62921) +[WARN] step=168221 skipped: non-finite grad (total_norm=inf, total skips=62922) +[WARN] step=168222 skipped: non-finite grad (total_norm=inf, total skips=62923) +[WARN] step=168223 skipped: non-finite grad (total_norm=inf, total skips=62924) +[WARN] step=168224 skipped: non-finite grad (total_norm=inf, total skips=62925) +[WARN] step=168225 skipped: non-finite grad (total_norm=inf, total skips=62926) +[WARN] step=168226 skipped: non-finite grad (total_norm=nan, total skips=62927) +[WARN] step=168227 skipped: non-finite grad (total_norm=inf, total skips=62928) +[WARN] step=168228 skipped: non-finite grad (total_norm=inf, total skips=62929) +[WARN] 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skips=62966) +[WARN] step=168266 skipped: non-finite grad (total_norm=inf, total skips=62967) +[WARN] step=168267 skipped: non-finite grad (total_norm=nan, total skips=62968) +[WARN] step=168268 skipped: non-finite grad (total_norm=nan, total skips=62969) +[WARN] step=168269 skipped: non-finite grad (total_norm=nan, total skips=62970) +[WARN] step=168270 skipped: non-finite grad (total_norm=inf, total skips=62971) +[WARN] step=168271 skipped: non-finite grad (total_norm=inf, total skips=62972) +[WARN] step=168272 skipped: non-finite grad (total_norm=inf, total skips=62973) +[WARN] step=168273 skipped: non-finite grad (total_norm=nan, total skips=62974) +[WARN] step=168274 skipped: non-finite grad (total_norm=inf, total skips=62975) +[WARN] step=168275 skipped: non-finite grad (total_norm=inf, total skips=62976) +[WARN] step=168276 skipped: non-finite grad (total_norm=inf, total skips=62977) +[WARN] step=168277 skipped: non-finite grad (total_norm=nan, total skips=62978) +[WARN] 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skips=63015) +[WARN] step=168315 skipped: non-finite grad (total_norm=nan, total skips=63016) +[WARN] step=168316 skipped: non-finite grad (total_norm=inf, total skips=63017) +[WARN] step=168317 skipped: non-finite grad (total_norm=inf, total skips=63018) +[WARN] step=168318 skipped: non-finite grad (total_norm=inf, total skips=63019) +[WARN] step=168319 skipped: non-finite grad (total_norm=nan, total skips=63020) +[WARN] step=168320 skipped: non-finite grad (total_norm=inf, total skips=63021) +[WARN] step=168321 skipped: non-finite grad (total_norm=inf, total skips=63022) +[WARN] step=168322 skipped: non-finite grad (total_norm=inf, total skips=63023) +[WARN] step=168323 skipped: non-finite grad (total_norm=inf, total skips=63024) +[WARN] step=168324 skipped: non-finite grad (total_norm=nan, total skips=63025) +[WARN] step=168325 skipped: non-finite grad (total_norm=inf, total skips=63026) +[WARN] step=168326 skipped: non-finite grad (total_norm=inf, total skips=63027) +[WARN] 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skips=63848) +[WARN] step=169148 skipped: non-finite grad (total_norm=inf, total skips=63849) +[WARN] step=169149 skipped: non-finite grad (total_norm=inf, total skips=63850) +[WARN] step=169150 skipped: non-finite grad (total_norm=inf, total skips=63851) +[WARN] step=169151 skipped: non-finite grad (total_norm=inf, total skips=63852) +[WARN] step=169152 skipped: non-finite grad (total_norm=nan, total skips=63853) +[WARN] step=169153 skipped: non-finite grad (total_norm=inf, total skips=63854) +[WARN] step=169154 skipped: non-finite grad (total_norm=inf, total skips=63855) +[WARN] step=169155 skipped: non-finite grad (total_norm=inf, total skips=63856) +[WARN] step=169156 skipped: non-finite grad (total_norm=inf, total skips=63857) +[WARN] step=169157 skipped: non-finite grad (total_norm=nan, total skips=63858) +[WARN] step=169158 skipped: non-finite grad (total_norm=inf, total skips=63859) +[WARN] step=169159 skipped: non-finite grad (total_norm=inf, total skips=63860) +[WARN] 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skips=63897) +[WARN] step=169197 skipped: non-finite grad (total_norm=inf, total skips=63898) +[WARN] step=169198 skipped: non-finite grad (total_norm=nan, total skips=63899) +[WARN] step=169199 skipped: non-finite grad (total_norm=nan, total skips=63900) +[WARN] step=169200 skipped: non-finite grad (total_norm=nan, total skips=63901) +[WARN] step=169201 skipped: non-finite grad (total_norm=inf, total skips=63902) +[WARN] step=169202 skipped: non-finite grad (total_norm=nan, total skips=63903) +[WARN] step=169203 skipped: non-finite grad (total_norm=inf, total skips=63904) +[WARN] step=169204 skipped: non-finite grad (total_norm=nan, total skips=63905) +[WARN] step=169205 skipped: non-finite grad (total_norm=inf, total skips=63906) +[WARN] step=169206 skipped: non-finite grad (total_norm=inf, total skips=63907) +[WARN] step=169207 skipped: non-finite grad (total_norm=inf, total skips=63908) +[WARN] step=169208 skipped: non-finite grad (total_norm=nan, total skips=63909) +[WARN] 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skips=63946) +[WARN] step=169246 skipped: non-finite grad (total_norm=inf, total skips=63947) +[WARN] step=169247 skipped: non-finite grad (total_norm=inf, total skips=63948) +[WARN] step=169248 skipped: non-finite grad (total_norm=inf, total skips=63949) +[WARN] step=169249 skipped: non-finite grad (total_norm=inf, total skips=63950) +[WARN] step=169250 skipped: non-finite grad (total_norm=inf, total skips=63951) +[WARN] step=169251 skipped: non-finite grad (total_norm=inf, total skips=63952) +[WARN] step=169252 skipped: non-finite grad (total_norm=inf, total skips=63953) +[WARN] step=169253 skipped: non-finite grad (total_norm=nan, total skips=63954) +[WARN] step=169254 skipped: non-finite grad (total_norm=inf, total skips=63955) +[WARN] step=169255 skipped: non-finite grad (total_norm=inf, total skips=63956) +[WARN] step=169256 skipped: non-finite grad (total_norm=inf, total skips=63957) +[WARN] step=169257 skipped: non-finite grad (total_norm=inf, total skips=63958) +[WARN] 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skips=66641) +[WARN] step=171941 skipped: non-finite grad (total_norm=inf, total skips=66642) +[WARN] step=171942 skipped: non-finite grad (total_norm=inf, total skips=66643) +[WARN] step=171943 skipped: non-finite grad (total_norm=inf, total skips=66644) +[WARN] step=171944 skipped: non-finite grad (total_norm=inf, total skips=66645) +[WARN] step=171945 skipped: non-finite grad (total_norm=inf, total skips=66646) +[WARN] step=171946 skipped: non-finite grad (total_norm=inf, total skips=66647) +[WARN] step=171947 skipped: non-finite grad (total_norm=nan, total skips=66648) +[WARN] step=171948 skipped: non-finite grad (total_norm=nan, total skips=66649) +[WARN] step=171949 skipped: non-finite grad (total_norm=inf, total skips=66650) +[WARN] step=171950 skipped: non-finite grad (total_norm=inf, total skips=66651) +[WARN] step=171951 skipped: non-finite grad (total_norm=inf, total skips=66652) +[WARN] step=171952 skipped: non-finite grad (total_norm=inf, total skips=66653) +[WARN] 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skips=66690) +[WARN] step=171990 skipped: non-finite grad (total_norm=nan, total skips=66691) +[WARN] step=171991 skipped: non-finite grad (total_norm=nan, total skips=66692) +[WARN] step=171992 skipped: non-finite grad (total_norm=nan, total skips=66693) +[WARN] step=171993 skipped: non-finite grad (total_norm=nan, total skips=66694) +[WARN] step=171994 skipped: non-finite grad (total_norm=inf, total skips=66695) +[WARN] step=171995 skipped: non-finite grad (total_norm=inf, total skips=66696) +[WARN] step=171996 skipped: non-finite grad (total_norm=inf, total skips=66697) +[WARN] step=171997 skipped: non-finite grad (total_norm=inf, total skips=66698) +[WARN] step=171998 skipped: non-finite grad (total_norm=nan, total skips=66699) +[WARN] step=171999 skipped: non-finite grad (total_norm=inf, total skips=66700) +[WARN] step=172000 skipped: non-finite grad (total_norm=inf, total skips=66701) +[WARN] step=172001 skipped: non-finite grad (total_norm=inf, total skips=66702) +[WARN] 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skips=66739) +[WARN] step=172039 skipped: non-finite grad (total_norm=inf, total skips=66740) +[WARN] step=172040 skipped: non-finite grad (total_norm=inf, total skips=66741) +[WARN] step=172041 skipped: non-finite grad (total_norm=inf, total skips=66742) +[WARN] step=172042 skipped: non-finite grad (total_norm=inf, total skips=66743) +[WARN] step=172043 skipped: non-finite grad (total_norm=inf, total skips=66744) +[WARN] step=172044 skipped: non-finite grad (total_norm=nan, total skips=66745) +[WARN] step=172045 skipped: non-finite grad (total_norm=inf, total skips=66746) +[WARN] step=172046 skipped: non-finite grad (total_norm=nan, total skips=66747) +[WARN] step=172047 skipped: non-finite grad (total_norm=inf, total skips=66748) +[WARN] step=172048 skipped: non-finite grad (total_norm=inf, total skips=66749) +[WARN] step=172049 skipped: non-finite grad (total_norm=inf, total skips=66750) +[WARN] step=172050 skipped: non-finite grad (total_norm=inf, total skips=66751) +[WARN] 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skips=66837) +[WARN] step=172137 skipped: non-finite grad (total_norm=inf, total skips=66838) +[WARN] step=172138 skipped: non-finite grad (total_norm=nan, total skips=66839) +[WARN] step=172139 skipped: non-finite grad (total_norm=inf, total skips=66840) +[WARN] step=172140 skipped: non-finite grad (total_norm=inf, total skips=66841) +[WARN] step=172141 skipped: non-finite grad (total_norm=nan, total skips=66842) +[WARN] step=172142 skipped: non-finite grad (total_norm=inf, total skips=66843) +[WARN] step=172143 skipped: non-finite grad (total_norm=inf, total skips=66844) +[WARN] step=172144 skipped: non-finite grad (total_norm=nan, total skips=66845) +[WARN] step=172145 skipped: non-finite grad (total_norm=inf, total skips=66846) +[WARN] step=172146 skipped: non-finite grad (total_norm=inf, total skips=66847) +[WARN] step=172147 skipped: non-finite grad (total_norm=inf, total skips=66848) +[WARN] step=172148 skipped: non-finite grad (total_norm=inf, total skips=66849) +[WARN] 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skips=68944) +[WARN] step=174244 skipped: non-finite grad (total_norm=inf, total skips=68945) +[WARN] step=174245 skipped: non-finite grad (total_norm=nan, total skips=68946) +[WARN] step=174246 skipped: non-finite grad (total_norm=inf, total skips=68947) +[WARN] step=174247 skipped: non-finite grad (total_norm=inf, total skips=68948) +[WARN] step=174248 skipped: non-finite grad (total_norm=inf, total skips=68949) +[WARN] step=174249 skipped: non-finite grad (total_norm=inf, total skips=68950) +[WARN] step=174250 skipped: non-finite grad (total_norm=inf, total skips=68951) +[WARN] step=174251 skipped: non-finite grad (total_norm=nan, total skips=68952) +[WARN] step=174252 skipped: non-finite grad (total_norm=inf, total skips=68953) +[WARN] step=174253 skipped: non-finite grad (total_norm=inf, total skips=68954) +[WARN] step=174254 skipped: non-finite grad (total_norm=nan, total skips=68955) +[WARN] step=174255 skipped: non-finite grad (total_norm=inf, total skips=68956) +[WARN] 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skips=68993) +[WARN] step=174293 skipped: non-finite grad (total_norm=nan, total skips=68994) +[WARN] step=174294 skipped: non-finite grad (total_norm=inf, total skips=68995) +[WARN] step=174295 skipped: non-finite grad (total_norm=inf, total skips=68996) +[WARN] step=174296 skipped: non-finite grad (total_norm=nan, total skips=68997) +[WARN] step=174297 skipped: non-finite grad (total_norm=inf, total skips=68998) +[WARN] step=174298 skipped: non-finite grad (total_norm=nan, total skips=68999) +[WARN] step=174299 skipped: non-finite grad (total_norm=inf, total skips=69000) +[WARN] step=174300 skipped: non-finite grad (total_norm=inf, total skips=69001) +[WARN] step=174301 skipped: non-finite grad (total_norm=nan, total skips=69002) +[WARN] step=174302 skipped: non-finite grad (total_norm=nan, total skips=69003) +[WARN] step=174303 skipped: non-finite grad (total_norm=inf, total skips=69004) +[WARN] step=174304 skipped: non-finite grad (total_norm=inf, total skips=69005) +[WARN] 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skips=72031) +[WARN] step=177331 skipped: non-finite grad (total_norm=inf, total skips=72032) +[WARN] step=177332 skipped: non-finite grad (total_norm=inf, total skips=72033) +[WARN] step=177333 skipped: non-finite grad (total_norm=inf, total skips=72034) +[WARN] step=177334 skipped: non-finite grad (total_norm=inf, total skips=72035) +[WARN] step=177335 skipped: non-finite grad (total_norm=inf, total skips=72036) +[WARN] step=177336 skipped: non-finite grad (total_norm=inf, total skips=72037) +[WARN] step=177337 skipped: non-finite grad (total_norm=nan, total skips=72038) +[WARN] step=177338 skipped: non-finite grad (total_norm=nan, total skips=72039) +[WARN] step=177339 skipped: non-finite grad (total_norm=inf, total skips=72040) +[WARN] step=177340 skipped: non-finite grad (total_norm=inf, total skips=72041) +[WARN] step=177341 skipped: non-finite grad (total_norm=inf, total skips=72042) +[WARN] step=177342 skipped: non-finite grad (total_norm=inf, total skips=72043) +[WARN] 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skips=72080) +[WARN] step=177380 skipped: non-finite grad (total_norm=nan, total skips=72081) +[WARN] step=177381 skipped: non-finite grad (total_norm=nan, total skips=72082) +[WARN] step=177382 skipped: non-finite grad (total_norm=inf, total skips=72083) +[WARN] step=177383 skipped: non-finite grad (total_norm=nan, total skips=72084) +[WARN] step=177384 skipped: non-finite grad (total_norm=nan, total skips=72085) +[WARN] step=177385 skipped: non-finite grad (total_norm=nan, total skips=72086) +[WARN] step=177386 skipped: non-finite grad (total_norm=nan, total skips=72087) +[WARN] step=177387 skipped: non-finite grad (total_norm=inf, total skips=72088) +[WARN] step=177388 skipped: non-finite grad (total_norm=inf, total skips=72089) +[WARN] step=177389 skipped: non-finite grad (total_norm=inf, total skips=72090) +[WARN] step=177390 skipped: non-finite grad (total_norm=nan, total skips=72091) +[WARN] step=177391 skipped: non-finite grad (total_norm=inf, total skips=72092) +[WARN] 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skips=72766) +[WARN] step=178066 skipped: non-finite grad (total_norm=inf, total skips=72767) +[WARN] step=178067 skipped: non-finite grad (total_norm=nan, total skips=72768) +[WARN] step=178068 skipped: non-finite grad (total_norm=nan, total skips=72769) +[WARN] step=178069 skipped: non-finite grad (total_norm=inf, total skips=72770) +[WARN] step=178070 skipped: non-finite grad (total_norm=nan, total skips=72771) +[WARN] step=178071 skipped: non-finite grad (total_norm=nan, total skips=72772) +[WARN] step=178072 skipped: non-finite grad (total_norm=inf, total skips=72773) +[WARN] step=178073 skipped: non-finite grad (total_norm=inf, total skips=72774) +[WARN] step=178074 skipped: non-finite grad (total_norm=nan, total skips=72775) +[WARN] step=178075 skipped: non-finite grad (total_norm=inf, total skips=72776) +[WARN] step=178076 skipped: non-finite grad (total_norm=inf, total skips=72777) +[WARN] step=178077 skipped: non-finite grad (total_norm=inf, total skips=72778) +[WARN] 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skips=72815) +[WARN] step=178115 skipped: non-finite grad (total_norm=nan, total skips=72816) +[WARN] step=178116 skipped: non-finite grad (total_norm=inf, total skips=72817) +[WARN] step=178117 skipped: non-finite grad (total_norm=nan, total skips=72818) +[WARN] step=178118 skipped: non-finite grad (total_norm=nan, total skips=72819) +[WARN] step=178119 skipped: non-finite grad (total_norm=inf, total skips=72820) +[WARN] step=178120 skipped: non-finite grad (total_norm=nan, total skips=72821) +[WARN] step=178121 skipped: non-finite grad (total_norm=inf, total skips=72822) +[WARN] step=178122 skipped: non-finite grad (total_norm=inf, total skips=72823) +[WARN] step=178123 skipped: non-finite grad (total_norm=inf, total skips=72824) +[WARN] step=178124 skipped: non-finite grad (total_norm=nan, total skips=72825) +[WARN] step=178125 skipped: non-finite grad (total_norm=nan, total skips=72826) +[WARN] step=178126 skipped: non-finite grad (total_norm=inf, total skips=72827) +[WARN] 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skips=72864) +[WARN] step=178164 skipped: non-finite grad (total_norm=nan, total skips=72865) +[WARN] step=178165 skipped: non-finite grad (total_norm=inf, total skips=72866) +[WARN] step=178166 skipped: non-finite grad (total_norm=nan, total skips=72867) +[WARN] step=178167 skipped: non-finite grad (total_norm=nan, total skips=72868) +[WARN] step=178168 skipped: non-finite grad (total_norm=inf, total skips=72869) +[WARN] step=178169 skipped: non-finite grad (total_norm=inf, total skips=72870) +[WARN] step=178170 skipped: non-finite grad (total_norm=inf, total skips=72871) +[WARN] step=178171 skipped: non-finite grad (total_norm=nan, total skips=72872) +[WARN] step=178172 skipped: non-finite grad (total_norm=inf, total skips=72873) +[WARN] step=178173 skipped: non-finite grad (total_norm=nan, total skips=72874) +[WARN] step=178174 skipped: non-finite grad (total_norm=nan, total skips=72875) +[WARN] step=178175 skipped: non-finite grad (total_norm=nan, total skips=72876) +[WARN] 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skips=72913) +[WARN] step=178213 skipped: non-finite grad (total_norm=inf, total skips=72914) +[WARN] step=178214 skipped: non-finite grad (total_norm=inf, total skips=72915) +[WARN] step=178215 skipped: non-finite grad (total_norm=inf, total skips=72916) +[WARN] step=178216 skipped: non-finite grad (total_norm=inf, total skips=72917) +[WARN] step=178217 skipped: non-finite grad (total_norm=inf, total skips=72918) +[WARN] step=178218 skipped: non-finite grad (total_norm=inf, total skips=72919) +[WARN] step=178219 skipped: non-finite grad (total_norm=inf, total skips=72920) +[WARN] step=178220 skipped: non-finite grad (total_norm=inf, total skips=72921) +[WARN] step=178221 skipped: non-finite grad (total_norm=inf, total skips=72922) +[WARN] step=178222 skipped: non-finite grad (total_norm=inf, total skips=72923) +[WARN] step=178223 skipped: non-finite grad (total_norm=inf, total skips=72924) +[WARN] step=178224 skipped: non-finite grad (total_norm=inf, total skips=72925) +[WARN] 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skips=73795) +[WARN] step=179095 skipped: non-finite grad (total_norm=inf, total skips=73796) +[WARN] step=179096 skipped: non-finite grad (total_norm=inf, total skips=73797) +[WARN] step=179097 skipped: non-finite grad (total_norm=inf, total skips=73798) +[WARN] step=179098 skipped: non-finite grad (total_norm=inf, total skips=73799) +[WARN] step=179099 skipped: non-finite grad (total_norm=inf, total skips=73800) +[WARN] step=179100 skipped: non-finite grad (total_norm=nan, total skips=73801) +[WARN] step=179101 skipped: non-finite grad (total_norm=nan, total skips=73802) +[WARN] step=179102 skipped: non-finite grad (total_norm=nan, total skips=73803) +[WARN] step=179103 skipped: non-finite grad (total_norm=inf, total skips=73804) +[WARN] step=179104 skipped: non-finite grad (total_norm=inf, total skips=73805) +[WARN] step=179105 skipped: non-finite grad (total_norm=nan, total skips=73806) +[WARN] step=179106 skipped: non-finite grad (total_norm=inf, total skips=73807) +[WARN] 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skips=74089) +[WARN] step=179389 skipped: non-finite grad (total_norm=inf, total skips=74090) +[WARN] step=179390 skipped: non-finite grad (total_norm=nan, total skips=74091) +[WARN] step=179391 skipped: non-finite grad (total_norm=nan, total skips=74092) +[WARN] step=179392 skipped: non-finite grad (total_norm=inf, total skips=74093) +[WARN] step=179393 skipped: non-finite grad (total_norm=inf, total skips=74094) +[WARN] step=179394 skipped: non-finite grad (total_norm=inf, total skips=74095) +[WARN] step=179395 skipped: non-finite grad (total_norm=nan, total skips=74096) +[WARN] step=179396 skipped: non-finite grad (total_norm=inf, total skips=74097) +[WARN] step=179397 skipped: non-finite grad (total_norm=nan, total skips=74098) +[WARN] step=179398 skipped: non-finite grad (total_norm=nan, total skips=74099) +[WARN] step=179399 skipped: non-finite grad (total_norm=inf, total skips=74100) +[WARN] step=179400 skipped: non-finite grad (total_norm=nan, total skips=74101) +[WARN] 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skips=75314) +[WARN] step=180614 skipped: non-finite grad (total_norm=inf, total skips=75315) +[WARN] step=180615 skipped: non-finite grad (total_norm=inf, total skips=75316) +[WARN] step=180616 skipped: non-finite grad (total_norm=inf, total skips=75317) +[WARN] step=180617 skipped: non-finite grad (total_norm=inf, total skips=75318) +[WARN] step=180618 skipped: non-finite grad (total_norm=inf, total skips=75319) +[WARN] step=180619 skipped: non-finite grad (total_norm=inf, total skips=75320) +[WARN] step=180620 skipped: non-finite grad (total_norm=nan, total skips=75321) +[WARN] step=180621 skipped: non-finite grad (total_norm=inf, total skips=75322) +[WARN] step=180622 skipped: non-finite grad (total_norm=inf, total skips=75323) +[WARN] step=180623 skipped: non-finite grad (total_norm=inf, total skips=75324) +[WARN] step=180624 skipped: non-finite grad (total_norm=inf, total skips=75325) +[WARN] step=180625 skipped: non-finite grad (total_norm=inf, total skips=75326) +[WARN] 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skips=75363) +[WARN] step=180663 skipped: non-finite grad (total_norm=inf, total skips=75364) +[WARN] step=180664 skipped: non-finite grad (total_norm=nan, total skips=75365) +[WARN] step=180665 skipped: non-finite grad (total_norm=nan, total skips=75366) +[WARN] step=180666 skipped: non-finite grad (total_norm=inf, total skips=75367) +[WARN] step=180667 skipped: non-finite grad (total_norm=inf, total skips=75368) +[WARN] step=180668 skipped: non-finite grad (total_norm=inf, total skips=75369) +[WARN] step=180669 skipped: non-finite grad (total_norm=inf, total skips=75370) +[WARN] step=180670 skipped: non-finite grad (total_norm=nan, total skips=75371) +[WARN] step=180671 skipped: non-finite grad (total_norm=inf, total skips=75372) +[WARN] step=180672 skipped: non-finite grad (total_norm=nan, total skips=75373) +[WARN] step=180673 skipped: non-finite grad (total_norm=inf, total skips=75374) +[WARN] step=180674 skipped: non-finite grad (total_norm=inf, total skips=75375) +[WARN] 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skips=77862) +[WARN] step=183162 skipped: non-finite grad (total_norm=nan, total skips=77863) +[WARN] step=183163 skipped: non-finite grad (total_norm=nan, total skips=77864) +[WARN] step=183164 skipped: non-finite grad (total_norm=inf, total skips=77865) +[WARN] step=183165 skipped: non-finite grad (total_norm=inf, total skips=77866) +[WARN] step=183166 skipped: non-finite grad (total_norm=inf, total skips=77867) +[WARN] step=183167 skipped: non-finite grad (total_norm=inf, total skips=77868) +[WARN] step=183168 skipped: non-finite grad (total_norm=inf, total skips=77869) +[WARN] step=183169 skipped: non-finite grad (total_norm=inf, total skips=77870) +[WARN] step=183170 skipped: non-finite grad (total_norm=inf, total skips=77871) +[WARN] step=183171 skipped: non-finite grad (total_norm=inf, total skips=77872) +[WARN] step=183172 skipped: non-finite grad (total_norm=inf, total skips=77873) +[WARN] step=183173 skipped: non-finite grad (total_norm=inf, total skips=77874) +[WARN] 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skips=82811) +[WARN] step=188111 skipped: non-finite grad (total_norm=nan, total skips=82812) +[WARN] step=188112 skipped: non-finite grad (total_norm=inf, total skips=82813) +[WARN] step=188113 skipped: non-finite grad (total_norm=inf, total skips=82814) +[WARN] step=188114 skipped: non-finite grad (total_norm=inf, total skips=82815) +[WARN] step=188115 skipped: non-finite grad (total_norm=nan, total skips=82816) +[WARN] step=188116 skipped: non-finite grad (total_norm=inf, total skips=82817) +[WARN] step=188117 skipped: non-finite grad (total_norm=inf, total skips=82818) +[WARN] step=188118 skipped: non-finite grad (total_norm=inf, total skips=82819) +[WARN] step=188119 skipped: non-finite grad (total_norm=inf, total skips=82820) +[WARN] step=188120 skipped: non-finite grad (total_norm=inf, total skips=82821) +[WARN] step=188121 skipped: non-finite grad (total_norm=inf, total skips=82822) +[WARN] step=188122 skipped: non-finite grad (total_norm=inf, total skips=82823) +[WARN] 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skips=82860) +[WARN] step=188160 skipped: non-finite grad (total_norm=inf, total skips=82861) +[WARN] step=188161 skipped: non-finite grad (total_norm=inf, total skips=82862) +[WARN] step=188162 skipped: non-finite grad (total_norm=inf, total skips=82863) +[WARN] step=188163 skipped: non-finite grad (total_norm=nan, total skips=82864) +[WARN] step=188164 skipped: non-finite grad (total_norm=inf, total skips=82865) +[WARN] step=188165 skipped: non-finite grad (total_norm=nan, total skips=82866) +[WARN] step=188166 skipped: non-finite grad (total_norm=nan, total skips=82867) +[WARN] step=188167 skipped: non-finite grad (total_norm=nan, total skips=82868) +[WARN] step=188168 skipped: non-finite grad (total_norm=inf, total skips=82869) +[WARN] step=188169 skipped: non-finite grad (total_norm=inf, total skips=82870) +[WARN] step=188170 skipped: non-finite grad (total_norm=inf, total skips=82871) +[WARN] step=188171 skipped: non-finite grad (total_norm=inf, total skips=82872) +[WARN] 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skips=82909) +[WARN] step=188209 skipped: non-finite grad (total_norm=inf, total skips=82910) +[WARN] step=188210 skipped: non-finite grad (total_norm=inf, total skips=82911) +[WARN] step=188211 skipped: non-finite grad (total_norm=nan, total skips=82912) +[WARN] step=188212 skipped: non-finite grad (total_norm=inf, total skips=82913) +[WARN] step=188213 skipped: non-finite grad (total_norm=inf, total skips=82914) +[WARN] step=188214 skipped: non-finite grad (total_norm=nan, total skips=82915) +[WARN] step=188215 skipped: non-finite grad (total_norm=inf, total skips=82916) +[WARN] step=188216 skipped: non-finite grad (total_norm=inf, total skips=82917) +[WARN] step=188217 skipped: non-finite grad (total_norm=nan, total skips=82918) +[WARN] step=188218 skipped: non-finite grad (total_norm=nan, total skips=82919) +[WARN] step=188219 skipped: non-finite grad (total_norm=inf, total skips=82920) +[WARN] step=188220 skipped: non-finite grad (total_norm=inf, total skips=82921) +[WARN] 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skips=82958) +[WARN] step=188258 skipped: non-finite grad (total_norm=inf, total skips=82959) +[WARN] step=188259 skipped: non-finite grad (total_norm=inf, total skips=82960) +[WARN] step=188260 skipped: non-finite grad (total_norm=inf, total skips=82961) +[WARN] step=188261 skipped: non-finite grad (total_norm=inf, total skips=82962) +[WARN] step=188262 skipped: non-finite grad (total_norm=inf, total skips=82963) +[WARN] step=188263 skipped: non-finite grad (total_norm=inf, total skips=82964) +[WARN] step=188264 skipped: non-finite grad (total_norm=inf, total skips=82965) +[WARN] step=188265 skipped: non-finite grad (total_norm=inf, total skips=82966) +[WARN] step=188266 skipped: non-finite grad (total_norm=inf, total skips=82967) +[WARN] step=188267 skipped: non-finite grad (total_norm=inf, total skips=82968) +[WARN] step=188268 skipped: non-finite grad (total_norm=inf, total skips=82969) +[WARN] step=188269 skipped: non-finite grad (total_norm=inf, total skips=82970) +[WARN] 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skips=91729) +[WARN] step=197029 skipped: non-finite grad (total_norm=inf, total skips=91730) +[WARN] step=197030 skipped: non-finite grad (total_norm=inf, total skips=91731) +[WARN] step=197031 skipped: non-finite grad (total_norm=inf, total skips=91732) +[WARN] step=197032 skipped: non-finite grad (total_norm=nan, total skips=91733) +[WARN] step=197033 skipped: non-finite grad (total_norm=inf, total skips=91734) +[WARN] step=197034 skipped: non-finite grad (total_norm=nan, total skips=91735) +[WARN] step=197035 skipped: non-finite grad (total_norm=inf, total skips=91736) +[WARN] step=197036 skipped: non-finite grad (total_norm=inf, total skips=91737) +[WARN] step=197037 skipped: non-finite grad (total_norm=nan, total skips=91738) +[WARN] step=197038 skipped: non-finite grad (total_norm=inf, total skips=91739) +[WARN] step=197039 skipped: non-finite grad (total_norm=inf, total skips=91740) +[WARN] step=197040 skipped: non-finite grad (total_norm=nan, total skips=91741) +[WARN] 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skips=93542) +[WARN] step=198842 skipped: non-finite grad (total_norm=nan, total skips=93543) +[WARN] step=198843 skipped: non-finite grad (total_norm=nan, total skips=93544) +[WARN] step=198844 skipped: non-finite grad (total_norm=inf, total skips=93545) +[WARN] step=198845 skipped: non-finite grad (total_norm=nan, total skips=93546) +[WARN] step=198846 skipped: non-finite grad (total_norm=inf, total skips=93547) +[WARN] step=198847 skipped: non-finite grad (total_norm=inf, total skips=93548) +[WARN] step=198848 skipped: non-finite grad (total_norm=nan, total skips=93549) +[WARN] step=198849 skipped: non-finite grad (total_norm=inf, total skips=93550) +[WARN] step=198850 skipped: non-finite grad (total_norm=inf, total skips=93551) +[WARN] step=198851 skipped: non-finite grad (total_norm=inf, total skips=93552) +[WARN] step=198852 skipped: non-finite grad (total_norm=nan, total skips=93553) +[WARN] step=198853 skipped: non-finite grad (total_norm=inf, total skips=93554) +[WARN] 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skips=95257) +[WARN] step=200557 skipped: non-finite grad (total_norm=nan, total skips=95258) +[WARN] step=200558 skipped: non-finite grad (total_norm=inf, total skips=95259) +[WARN] step=200559 skipped: non-finite grad (total_norm=inf, total skips=95260) +[WARN] step=200560 skipped: non-finite grad (total_norm=nan, total skips=95261) +[WARN] step=200561 skipped: non-finite grad (total_norm=nan, total skips=95262) +[WARN] step=200562 skipped: non-finite grad (total_norm=inf, total skips=95263) +[WARN] step=200563 skipped: non-finite grad (total_norm=inf, total skips=95264) +[WARN] step=200564 skipped: non-finite grad (total_norm=inf, total skips=95265) +[WARN] step=200565 skipped: non-finite grad (total_norm=inf, total skips=95266) +[WARN] step=200566 skipped: non-finite grad (total_norm=nan, total skips=95267) +[WARN] step=200567 skipped: non-finite grad (total_norm=inf, total skips=95268) +[WARN] step=200568 skipped: non-finite grad (total_norm=inf, total skips=95269) +[WARN] 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skips=95306) +[WARN] step=200606 skipped: non-finite grad (total_norm=inf, total skips=95307) +[WARN] step=200607 skipped: non-finite grad (total_norm=inf, total skips=95308) +[WARN] step=200608 skipped: non-finite grad (total_norm=inf, total skips=95309) +[WARN] step=200609 skipped: non-finite grad (total_norm=nan, total skips=95310) +[WARN] step=200610 skipped: non-finite grad (total_norm=inf, total skips=95311) +[WARN] step=200611 skipped: non-finite grad (total_norm=inf, total skips=95312) +[WARN] step=200612 skipped: non-finite grad (total_norm=nan, total skips=95313) +[WARN] step=200613 skipped: non-finite grad (total_norm=inf, total skips=95314) +[WARN] step=200614 skipped: non-finite grad (total_norm=nan, total skips=95315) +[WARN] step=200615 skipped: non-finite grad (total_norm=inf, total skips=95316) +[WARN] step=200616 skipped: non-finite grad (total_norm=inf, total skips=95317) +[WARN] step=200617 skipped: non-finite grad (total_norm=nan, total skips=95318) +[WARN] 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skips=95355) +[WARN] step=200655 skipped: non-finite grad (total_norm=nan, total skips=95356) +[WARN] step=200656 skipped: non-finite grad (total_norm=nan, total skips=95357) +[WARN] step=200657 skipped: non-finite grad (total_norm=inf, total skips=95358) +[WARN] step=200658 skipped: non-finite grad (total_norm=inf, total skips=95359) +[WARN] step=200659 skipped: non-finite grad (total_norm=inf, total skips=95360) +[WARN] step=200660 skipped: non-finite grad (total_norm=nan, total skips=95361) +[WARN] step=200661 skipped: non-finite grad (total_norm=inf, total skips=95362) +[WARN] step=200662 skipped: non-finite grad (total_norm=inf, total skips=95363) +[WARN] step=200663 skipped: non-finite grad (total_norm=inf, total skips=95364) +[WARN] step=200664 skipped: non-finite grad (total_norm=inf, total skips=95365) +[WARN] step=200665 skipped: non-finite grad (total_norm=nan, total skips=95366) +[WARN] step=200666 skipped: non-finite grad (total_norm=inf, total skips=95367) +[WARN] 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skips=95551) +[WARN] step=200851 skipped: non-finite grad (total_norm=inf, total skips=95552) +[WARN] step=200852 skipped: non-finite grad (total_norm=inf, total skips=95553) +[WARN] step=200853 skipped: non-finite grad (total_norm=nan, total skips=95554) +[WARN] step=200854 skipped: non-finite grad (total_norm=inf, total skips=95555) +[WARN] step=200855 skipped: non-finite grad (total_norm=inf, total skips=95556) +[WARN] step=200856 skipped: non-finite grad (total_norm=inf, total skips=95557) +[WARN] step=200857 skipped: non-finite grad (total_norm=nan, total skips=95558) +[WARN] step=200858 skipped: non-finite grad (total_norm=nan, total skips=95559) +[WARN] step=200859 skipped: non-finite grad (total_norm=nan, total skips=95560) +[WARN] step=200860 skipped: non-finite grad (total_norm=inf, total skips=95561) +[WARN] step=200861 skipped: non-finite grad (total_norm=inf, total skips=95562) +[WARN] step=200862 skipped: non-finite grad (total_norm=inf, total skips=95563) +[WARN] 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skips=95600) +[WARN] step=200900 skipped: non-finite grad (total_norm=nan, total skips=95601) +[WARN] step=200901 skipped: non-finite grad (total_norm=nan, total skips=95602) +[WARN] step=200902 skipped: non-finite grad (total_norm=inf, total skips=95603) +[WARN] step=200903 skipped: non-finite grad (total_norm=nan, total skips=95604) +[WARN] step=200904 skipped: non-finite grad (total_norm=inf, total skips=95605) +[WARN] step=200905 skipped: non-finite grad (total_norm=inf, total skips=95606) +[WARN] step=200906 skipped: non-finite grad (total_norm=inf, total skips=95607) +[WARN] step=200907 skipped: non-finite grad (total_norm=inf, total skips=95608) +[WARN] step=200908 skipped: non-finite grad (total_norm=inf, total skips=95609) +[WARN] step=200909 skipped: non-finite grad (total_norm=inf, total skips=95610) +[WARN] step=200910 skipped: non-finite grad (total_norm=nan, total skips=95611) +[WARN] step=200911 skipped: non-finite grad (total_norm=nan, total skips=95612) +[WARN] 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skips=95698) +[WARN] step=200998 skipped: non-finite grad (total_norm=inf, total skips=95699) +[WARN] step=200999 skipped: non-finite grad (total_norm=nan, total skips=95700) +[WARN] step=201000 skipped: non-finite grad (total_norm=nan, total skips=95701) +[WARN] step=201001 skipped: non-finite grad (total_norm=inf, total skips=95702) +[WARN] step=201002 skipped: non-finite grad (total_norm=inf, total skips=95703) +[WARN] step=201003 skipped: non-finite grad (total_norm=nan, total skips=95704) +[WARN] step=201004 skipped: non-finite grad (total_norm=inf, total skips=95705) +[WARN] step=201005 skipped: non-finite grad (total_norm=nan, total skips=95706) +[WARN] step=201006 skipped: non-finite grad (total_norm=nan, total skips=95707) +[WARN] step=201007 skipped: non-finite grad (total_norm=nan, total skips=95708) +[WARN] step=201008 skipped: non-finite grad (total_norm=nan, total skips=95709) +[WARN] step=201009 skipped: non-finite grad (total_norm=inf, total skips=95710) +[WARN] 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skips=98638) +[WARN] step=203939 skipped: non-finite grad (total_norm=inf, total skips=98639) +[WARN] step=203940 skipped: non-finite grad (total_norm=inf, total skips=98640) +[WARN] step=203941 skipped: non-finite grad (total_norm=inf, total skips=98641) +[WARN] step=203942 skipped: non-finite grad (total_norm=inf, total skips=98642) +[WARN] step=203943 skipped: non-finite grad (total_norm=nan, total skips=98643) +[WARN] step=203944 skipped: non-finite grad (total_norm=inf, total skips=98644) +[WARN] step=203945 skipped: non-finite grad (total_norm=inf, total skips=98645) +[WARN] step=203946 skipped: non-finite grad (total_norm=inf, total skips=98646) +[WARN] step=203947 skipped: non-finite grad (total_norm=inf, total skips=98647) +[WARN] step=203948 skipped: non-finite grad (total_norm=nan, total skips=98648) +[WARN] step=203949 skipped: non-finite grad (total_norm=nan, total skips=98649) +[WARN] step=203950 skipped: non-finite grad (total_norm=inf, total skips=98650) +[WARN] 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skips=98736) +[WARN] step=204037 skipped: non-finite grad (total_norm=nan, total skips=98737) +[WARN] step=204038 skipped: non-finite grad (total_norm=nan, total skips=98738) +[WARN] step=204039 skipped: non-finite grad (total_norm=inf, total skips=98739) +[WARN] step=204040 skipped: non-finite grad (total_norm=nan, total skips=98740) +[WARN] step=204041 skipped: non-finite grad (total_norm=inf, total skips=98741) +[WARN] step=204042 skipped: non-finite grad (total_norm=nan, total skips=98742) +[WARN] step=204043 skipped: non-finite grad (total_norm=inf, total skips=98743) +[WARN] step=204044 skipped: non-finite grad (total_norm=nan, total skips=98744) +[WARN] step=204045 skipped: non-finite grad (total_norm=nan, total skips=98745) +[WARN] step=204046 skipped: non-finite grad (total_norm=inf, total skips=98746) +[WARN] step=204047 skipped: non-finite grad (total_norm=inf, total skips=98747) +[WARN] step=204048 skipped: non-finite grad (total_norm=nan, total skips=98748) +[WARN] 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skips=98785) +[WARN] step=204086 skipped: non-finite grad (total_norm=nan, total skips=98786) +[WARN] step=204087 skipped: non-finite grad (total_norm=nan, total skips=98787) +[WARN] step=204088 skipped: non-finite grad (total_norm=inf, total skips=98788) +[WARN] step=204089 skipped: non-finite grad (total_norm=inf, total skips=98789) +[WARN] step=204090 skipped: non-finite grad (total_norm=nan, total skips=98790) +[WARN] step=204091 skipped: non-finite grad (total_norm=nan, total skips=98791) +[WARN] step=204092 skipped: non-finite grad (total_norm=inf, total skips=98792) +[WARN] step=204093 skipped: non-finite grad (total_norm=inf, total skips=98793) +[WARN] step=204094 skipped: non-finite grad (total_norm=nan, total skips=98794) +[WARN] step=204095 skipped: non-finite grad (total_norm=inf, total skips=98795) +[WARN] step=204096 skipped: non-finite grad (total_norm=nan, total skips=98796) +[WARN] step=204097 skipped: non-finite grad (total_norm=inf, total skips=98797) +[WARN] step=204098 skipped: non-finite grad (total_norm=inf, total skips=98798) +[WARN] step=204099 skipped: non-finite grad (total_norm=inf, total skips=98799) +[WARN] step=204100 skipped: non-finite grad (total_norm=inf, total skips=98800) +[WARN] step=204101 skipped: non-finite grad (total_norm=inf, total skips=98801) +[WARN] step=204102 skipped: non-finite grad (total_norm=inf, total skips=98802) +[WARN] step=204103 skipped: non-finite grad (total_norm=nan, total skips=98803) +[WARN] step=204104 skipped: non-finite grad (total_norm=inf, total skips=98804) +[WARN] step=204105 skipped: non-finite grad (total_norm=nan, total skips=98805) +[WARN] step=204106 skipped: non-finite grad (total_norm=inf, total skips=98806) +[WARN] step=204107 skipped: non-finite grad (total_norm=nan, total skips=98807) +[WARN] step=204108 skipped: non-finite grad (total_norm=nan, total skips=98808) +[WARN] step=204109 skipped: non-finite grad (total_norm=nan, total skips=98809) +[WARN] step=204110 skipped: non-finite grad (total_norm=inf, total skips=98810) +[WARN] step=204111 skipped: non-finite grad (total_norm=inf, total skips=98811) +[WARN] step=204112 skipped: non-finite grad (total_norm=inf, total skips=98812) +[WARN] step=204113 skipped: non-finite grad (total_norm=inf, total skips=98813) +[WARN] step=204114 skipped: non-finite grad (total_norm=inf, total skips=98814) +[WARN] step=204115 skipped: non-finite grad (total_norm=inf, total skips=98815) +[WARN] step=204116 skipped: non-finite grad (total_norm=nan, total skips=98816) +[WARN] step=204117 skipped: non-finite grad (total_norm=inf, total skips=98817) +[WARN] step=204118 skipped: non-finite grad (total_norm=nan, total skips=98818) +[WARN] step=204119 skipped: non-finite grad (total_norm=inf, total skips=98819) +[WARN] step=204120 skipped: non-finite grad (total_norm=inf, total skips=98820) +[WARN] step=204121 skipped: non-finite grad (total_norm=inf, total skips=98821) +[WARN] step=204122 skipped: non-finite grad (total_norm=nan, total skips=98822) +[WARN] step=204123 skipped: non-finite grad (total_norm=nan, total skips=98823) +[WARN] step=204124 skipped: non-finite grad (total_norm=inf, total skips=98824) +[WARN] step=204125 skipped: non-finite grad (total_norm=inf, total skips=98825) +[WARN] step=204126 skipped: non-finite grad (total_norm=inf, total skips=98826) +[WARN] step=204127 skipped: non-finite grad (total_norm=nan, total skips=98827) +[WARN] step=204128 skipped: non-finite grad (total_norm=inf, total skips=98828) +[WARN] step=204129 skipped: non-finite grad (total_norm=inf, total skips=98829) +[WARN] step=204130 skipped: non-finite grad (total_norm=nan, total skips=98830) +[WARN] step=204131 skipped: non-finite grad (total_norm=inf, total skips=98831) +[WARN] step=204132 skipped: non-finite grad (total_norm=inf, total skips=98832) +[WARN] step=204133 skipped: non-finite grad (total_norm=inf, total skips=98833) +[WARN] step=204134 skipped: non-finite grad (total_norm=inf, total skips=98834) +[WARN] step=204135 skipped: non-finite grad (total_norm=nan, total skips=98835) +[WARN] step=204136 skipped: non-finite grad (total_norm=inf, total skips=98836) +[WARN] step=204137 skipped: non-finite grad (total_norm=nan, total skips=98837) +[WARN] step=204138 skipped: non-finite grad (total_norm=nan, total skips=98838) +[WARN] step=204139 skipped: non-finite grad (total_norm=inf, total skips=98839) +[WARN] step=204140 skipped: non-finite grad (total_norm=inf, total skips=98840) +[WARN] step=204141 skipped: non-finite grad (total_norm=inf, total skips=98841) +[WARN] step=204142 skipped: non-finite grad (total_norm=nan, total skips=98842) +[WARN] step=204143 skipped: non-finite grad (total_norm=inf, total skips=98843) +[WARN] step=204144 skipped: non-finite grad (total_norm=nan, total skips=98844) +[WARN] step=204145 skipped: non-finite grad (total_norm=inf, total skips=98845) +[WARN] step=204146 skipped: non-finite grad (total_norm=nan, total skips=98846) +[WARN] step=204147 skipped: non-finite grad (total_norm=nan, total skips=98847) +[WARN] step=204148 skipped: non-finite grad (total_norm=inf, total skips=98848) +[WARN] step=204149 skipped: non-finite grad (total_norm=nan, total skips=98849) +[WARN] step=204150 skipped: non-finite grad (total_norm=nan, total skips=98850) +[WARN] step=204151 skipped: non-finite grad (total_norm=inf, total skips=98851) +[WARN] step=204152 skipped: non-finite grad (total_norm=nan, total skips=98852) +[WARN] step=204153 skipped: non-finite grad (total_norm=inf, total skips=98853) +[WARN] step=204154 skipped: non-finite grad (total_norm=inf, total skips=98854) +[WARN] step=204155 skipped: non-finite grad (total_norm=nan, total skips=98855) +[WARN] step=204156 skipped: non-finite grad (total_norm=inf, total skips=98856) +[WARN] step=204157 skipped: non-finite grad (total_norm=nan, total skips=98857) +[WARN] step=204158 skipped: non-finite grad (total_norm=inf, total skips=98858) +[WARN] step=204159 skipped: non-finite grad (total_norm=inf, total skips=98859) +[WARN] step=204160 skipped: non-finite grad (total_norm=inf, total skips=98860) +[WARN] step=204161 skipped: non-finite grad (total_norm=inf, total skips=98861) +[WARN] step=204162 skipped: non-finite grad (total_norm=nan, total skips=98862) +[WARN] step=204163 skipped: non-finite grad (total_norm=nan, total skips=98863) +[WARN] step=204164 skipped: non-finite grad (total_norm=nan, total skips=98864) +[WARN] step=204165 skipped: non-finite grad (total_norm=inf, total skips=98865) +[WARN] step=204166 skipped: non-finite grad (total_norm=inf, total skips=98866) +[WARN] step=204167 skipped: non-finite grad (total_norm=nan, total skips=98867) +[WARN] step=204168 skipped: non-finite grad (total_norm=inf, total skips=98868) +[WARN] step=204169 skipped: non-finite grad (total_norm=nan, total skips=98869) +[WARN] step=204170 skipped: non-finite grad (total_norm=inf, total skips=98870) +[WARN] step=204171 skipped: non-finite grad (total_norm=inf, total skips=98871) +[WARN] step=204172 skipped: non-finite grad (total_norm=nan, total skips=98872) +[WARN] step=204173 skipped: non-finite grad (total_norm=nan, total skips=98873) +[WARN] step=204174 skipped: non-finite grad (total_norm=nan, total skips=98874) +[WARN] step=204175 skipped: non-finite grad (total_norm=inf, total skips=98875) +[WARN] step=204176 skipped: non-finite grad (total_norm=inf, total skips=98876) +[WARN] step=204177 skipped: non-finite grad (total_norm=nan, total skips=98877) +[WARN] step=204178 skipped: non-finite grad (total_norm=nan, total skips=98878) +[WARN] step=204179 skipped: non-finite grad (total_norm=inf, total skips=98879) +[WARN] step=204180 skipped: non-finite grad (total_norm=inf, total skips=98880) +[WARN] step=204181 skipped: non-finite grad (total_norm=nan, total skips=98881) +[WARN] step=204182 skipped: non-finite grad (total_norm=nan, total skips=98882) +[WARN] step=204183 skipped: non-finite grad (total_norm=inf, total skips=98883) +[WARN] step=204184 skipped: non-finite grad (total_norm=inf, total skips=98884) +[WARN] step=204185 skipped: non-finite grad (total_norm=nan, total skips=98885) +[WARN] step=204186 skipped: non-finite grad (total_norm=nan, total skips=98886) +[WARN] step=204187 skipped: non-finite grad (total_norm=inf, total skips=98887) +[WARN] step=204188 skipped: non-finite grad (total_norm=inf, total skips=98888) +[WARN] step=204189 skipped: non-finite grad (total_norm=nan, total skips=98889) +[WARN] step=204190 skipped: non-finite grad (total_norm=inf, total skips=98890) +[WARN] step=204191 skipped: non-finite grad (total_norm=inf, total skips=98891) +[WARN] step=204192 skipped: non-finite grad (total_norm=inf, total skips=98892) +[WARN] step=204193 skipped: non-finite grad (total_norm=nan, total skips=98893) +[WARN] step=204194 skipped: non-finite grad (total_norm=inf, total skips=98894) +[WARN] step=204195 skipped: non-finite grad (total_norm=inf, total skips=98895) +[WARN] step=204196 skipped: non-finite grad (total_norm=nan, total skips=98896) +[WARN] step=204197 skipped: non-finite grad (total_norm=inf, total skips=98897) +[WARN] step=204198 skipped: non-finite grad (total_norm=nan, total skips=98898) +[WARN] step=204199 skipped: non-finite grad (total_norm=nan, total skips=98899) +[WARN] step=204200 skipped: non-finite grad (total_norm=nan, total skips=98900) +[WARN] step=204201 skipped: non-finite grad (total_norm=inf, total skips=98901) +[WARN] step=204202 skipped: non-finite grad (total_norm=nan, total skips=98902) +[WARN] step=204203 skipped: non-finite grad (total_norm=inf, total skips=98903) +[WARN] step=204204 skipped: non-finite grad (total_norm=nan, total skips=98904) +[WARN] step=204205 skipped: non-finite grad (total_norm=inf, total skips=98905) +[WARN] step=204206 skipped: non-finite grad (total_norm=inf, total skips=98906) +[WARN] step=204207 skipped: non-finite grad (total_norm=nan, total skips=98907) +[WARN] step=204208 skipped: non-finite grad (total_norm=nan, total skips=98908) +[WARN] step=204209 skipped: non-finite grad (total_norm=inf, total skips=98909) +[WARN] step=204210 skipped: non-finite grad (total_norm=inf, total skips=98910) +[WARN] step=204211 skipped: non-finite grad (total_norm=inf, total skips=98911) +[WARN] step=204212 skipped: non-finite grad (total_norm=nan, total skips=98912) +[WARN] step=204213 skipped: non-finite grad (total_norm=nan, total skips=98913) +[WARN] step=204214 skipped: non-finite grad (total_norm=nan, total skips=98914) +[WARN] step=204215 skipped: non-finite grad (total_norm=inf, total skips=98915) +[WARN] step=204216 skipped: non-finite grad (total_norm=nan, total skips=98916) +[WARN] step=204217 skipped: non-finite grad (total_norm=nan, total skips=98917) +[WARN] step=204218 skipped: non-finite grad (total_norm=inf, total skips=98918) +[WARN] step=204219 skipped: non-finite grad (total_norm=nan, total skips=98919) +[WARN] step=204220 skipped: non-finite grad (total_norm=inf, total skips=98920) +[WARN] step=204221 skipped: non-finite grad (total_norm=nan, total skips=98921) +[WARN] step=204222 skipped: non-finite grad (total_norm=nan, total skips=98922) +[WARN] step=204223 skipped: non-finite grad (total_norm=inf, total skips=98923) +[WARN] step=204224 skipped: non-finite grad (total_norm=nan, total skips=98924) +[WARN] step=204225 skipped: non-finite grad (total_norm=inf, total skips=98925) +[WARN] step=204226 skipped: non-finite grad (total_norm=inf, total skips=98926) +[WARN] step=204227 skipped: non-finite grad (total_norm=inf, total skips=98927) +[WARN] step=204228 skipped: non-finite grad (total_norm=inf, total skips=98928) +[WARN] step=204229 skipped: non-finite grad (total_norm=nan, total skips=98929) +[WARN] step=204230 skipped: non-finite grad (total_norm=inf, total skips=98930) +[WARN] step=204231 skipped: non-finite grad (total_norm=inf, total skips=98931) +[WARN] step=204232 skipped: non-finite grad (total_norm=inf, total skips=98932) +[WARN] step=204233 skipped: non-finite grad (total_norm=inf, total skips=98933) +[WARN] step=204234 skipped: non-finite grad (total_norm=inf, total skips=98934) +[WARN] step=204235 skipped: non-finite grad (total_norm=nan, total skips=98935) +[WARN] step=204236 skipped: non-finite grad (total_norm=nan, total skips=98936) +[WARN] step=204237 skipped: non-finite grad (total_norm=nan, total skips=98937) +[WARN] step=204238 skipped: non-finite grad (total_norm=inf, total skips=98938) +[WARN] step=204239 skipped: non-finite grad (total_norm=nan, total skips=98939) +[WARN] step=204240 skipped: non-finite grad (total_norm=nan, total skips=98940) +[WARN] step=204241 skipped: non-finite grad (total_norm=nan, total skips=98941) +[WARN] step=204242 skipped: non-finite grad (total_norm=inf, total skips=98942) +[WARN] step=204243 skipped: non-finite grad (total_norm=inf, total skips=98943) +[WARN] step=204244 skipped: non-finite grad (total_norm=inf, total skips=98944) +[WARN] step=204245 skipped: non-finite grad (total_norm=inf, total skips=98945) +[WARN] step=204246 skipped: non-finite grad (total_norm=nan, total skips=98946) +[WARN] step=204247 skipped: non-finite grad (total_norm=inf, total skips=98947) +[WARN] step=204248 skipped: non-finite grad (total_norm=nan, total skips=98948) +[WARN] step=204249 skipped: non-finite grad (total_norm=inf, total skips=98949) +[WARN] step=204250 skipped: non-finite grad (total_norm=inf, total skips=98950) +[WARN] step=204251 skipped: non-finite grad (total_norm=nan, total skips=98951) +[WARN] step=204252 skipped: non-finite grad (total_norm=inf, total skips=98952) +[WARN] step=204253 skipped: non-finite grad (total_norm=inf, total skips=98953) +[WARN] step=204254 skipped: non-finite grad (total_norm=nan, total skips=98954) +[WARN] step=204255 skipped: non-finite grad (total_norm=nan, total skips=98955) +[WARN] step=204256 skipped: non-finite grad (total_norm=inf, total skips=98956) +[WARN] step=204257 skipped: 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(total_norm=inf, total skips=98969) +[WARN] step=204270 skipped: non-finite grad (total_norm=inf, total skips=98970) +[WARN] step=204271 skipped: non-finite grad (total_norm=inf, total skips=98971) +[WARN] step=204272 skipped: non-finite grad (total_norm=inf, total skips=98972) +[WARN] step=204273 skipped: non-finite grad (total_norm=inf, total skips=98973) +[WARN] step=204274 skipped: non-finite grad (total_norm=inf, total skips=98974) +[WARN] step=204275 skipped: non-finite grad (total_norm=nan, total skips=98975) +[WARN] step=204276 skipped: non-finite grad (total_norm=inf, total skips=98976) +[WARN] step=204277 skipped: non-finite grad (total_norm=nan, total skips=98977) +[WARN] step=204278 skipped: non-finite grad (total_norm=inf, total skips=98978) +[WARN] step=204279 skipped: non-finite grad (total_norm=inf, total skips=98979) +[WARN] step=204280 skipped: non-finite grad (total_norm=inf, total skips=98980) +[WARN] step=204281 skipped: non-finite grad (total_norm=inf, total skips=98981) +[WARN] step=204282 skipped: non-finite grad (total_norm=nan, total skips=98982) +[WARN] step=204283 skipped: non-finite grad (total_norm=inf, total skips=98983) +[WARN] step=204284 skipped: non-finite grad (total_norm=nan, total skips=98984) +[WARN] step=204285 skipped: non-finite grad (total_norm=inf, total skips=98985) +[WARN] step=204286 skipped: non-finite grad (total_norm=nan, total skips=98986) +[WARN] step=204287 skipped: non-finite grad (total_norm=inf, total skips=98987) +[WARN] step=204288 skipped: non-finite grad (total_norm=inf, total skips=98988) +[WARN] step=204289 skipped: non-finite grad (total_norm=inf, total skips=98989) +[WARN] step=204290 skipped: non-finite grad (total_norm=inf, total skips=98990) +[WARN] step=204291 skipped: non-finite grad (total_norm=inf, total skips=98991) +[WARN] step=204292 skipped: non-finite grad (total_norm=nan, total skips=98992) +[WARN] step=204293 skipped: non-finite grad (total_norm=inf, total skips=98993) +[WARN] step=204294 skipped: non-finite grad (total_norm=inf, total skips=98994) +[WARN] step=204295 skipped: non-finite grad (total_norm=nan, total skips=98995) +[WARN] step=204296 skipped: non-finite grad (total_norm=inf, total skips=98996) +[WARN] step=204297 skipped: non-finite grad (total_norm=inf, total skips=98997) +[WARN] step=204298 skipped: non-finite grad (total_norm=nan, total skips=98998) +[WARN] step=204299 skipped: non-finite grad (total_norm=inf, total skips=98999) +[WARN] step=204300 skipped: non-finite grad (total_norm=inf, total skips=99000) +[WARN] step=204301 skipped: non-finite grad (total_norm=inf, total skips=99001) +[WARN] step=204302 skipped: non-finite grad (total_norm=inf, total skips=99002) +[WARN] step=204303 skipped: non-finite grad (total_norm=inf, total skips=99003) +[WARN] step=204304 skipped: non-finite grad (total_norm=inf, total skips=99004) +[WARN] step=204305 skipped: non-finite grad (total_norm=inf, total skips=99005) +[WARN] step=204306 skipped: 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total skips=100860) +[WARN] step=206161 skipped: non-finite grad (total_norm=nan, total skips=100861) +[WARN] step=206162 skipped: non-finite grad (total_norm=inf, total skips=100862) +[WARN] step=206163 skipped: non-finite grad (total_norm=inf, total skips=100863) +[WARN] step=206164 skipped: non-finite grad (total_norm=nan, total skips=100864) +[WARN] step=206165 skipped: non-finite grad (total_norm=inf, total skips=100865) +[WARN] step=206166 skipped: non-finite grad (total_norm=inf, total skips=100866) +[WARN] step=206167 skipped: non-finite grad (total_norm=nan, total skips=100867) +[WARN] step=206168 skipped: non-finite grad (total_norm=inf, total skips=100868) +[WARN] step=206169 skipped: non-finite grad (total_norm=nan, total skips=100869) +[WARN] step=206170 skipped: non-finite grad (total_norm=nan, total skips=100870) +[WARN] step=206171 skipped: non-finite grad (total_norm=nan, total skips=100871) +[WARN] step=206172 skipped: non-finite grad (total_norm=nan, total 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total skips=101880) +[WARN] step=207181 skipped: non-finite grad (total_norm=nan, total skips=101881) +[WARN] step=207182 skipped: non-finite grad (total_norm=inf, total skips=101882) +[WARN] step=207183 skipped: non-finite grad (total_norm=inf, total skips=101883) +[WARN] step=207184 skipped: non-finite grad (total_norm=nan, total skips=101884) +[WARN] step=207185 skipped: non-finite grad (total_norm=inf, total skips=101885) +[WARN] step=207186 skipped: non-finite grad (total_norm=inf, total skips=101886) +[WARN] step=207187 skipped: non-finite grad (total_norm=inf, total skips=101887) +[WARN] step=207188 skipped: non-finite grad (total_norm=inf, total skips=101888) +[WARN] step=207189 skipped: non-finite grad (total_norm=inf, total skips=101889) +[WARN] step=207190 skipped: non-finite grad (total_norm=inf, total skips=101890) +[WARN] step=207191 skipped: non-finite grad (total_norm=nan, total skips=101891) +[WARN] step=207192 skipped: non-finite grad (total_norm=inf, total 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total skips=102135) +[WARN] step=207436 skipped: non-finite grad (total_norm=inf, total skips=102136) +[WARN] step=207437 skipped: non-finite grad (total_norm=nan, total skips=102137) +[WARN] step=207438 skipped: non-finite grad (total_norm=nan, total skips=102138) +[WARN] step=207439 skipped: non-finite grad (total_norm=nan, total skips=102139) +[WARN] step=207440 skipped: non-finite grad (total_norm=inf, total skips=102140) +[WARN] step=207441 skipped: non-finite grad (total_norm=inf, total skips=102141) +[WARN] step=207442 skipped: non-finite grad (total_norm=inf, total skips=102142) +[WARN] step=207443 skipped: non-finite grad (total_norm=inf, total skips=102143) +[WARN] step=207444 skipped: non-finite grad (total_norm=inf, total skips=102144) +[WARN] step=207445 skipped: non-finite grad (total_norm=nan, total skips=102145) +[WARN] step=207446 skipped: non-finite grad (total_norm=inf, total skips=102146) +[WARN] step=207447 skipped: non-finite grad (total_norm=nan, total 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total skips=102220) +[WARN] step=207521 skipped: non-finite grad (total_norm=inf, total skips=102221) +[WARN] step=207522 skipped: non-finite grad (total_norm=inf, total skips=102222) +[WARN] step=207523 skipped: non-finite grad (total_norm=inf, total skips=102223) +[WARN] step=207524 skipped: non-finite grad (total_norm=nan, total skips=102224) +[WARN] step=207525 skipped: non-finite grad (total_norm=inf, total skips=102225) +[WARN] step=207526 skipped: non-finite grad (total_norm=inf, total skips=102226) +[WARN] step=207527 skipped: non-finite grad (total_norm=inf, total skips=102227) +[WARN] step=207528 skipped: non-finite grad (total_norm=nan, total skips=102228) +[WARN] step=207529 skipped: non-finite grad (total_norm=inf, total skips=102229) +[WARN] step=207530 skipped: non-finite grad (total_norm=nan, total skips=102230) +[WARN] step=207531 skipped: non-finite grad (total_norm=inf, total skips=102231) +[WARN] step=207532 skipped: non-finite grad (total_norm=nan, total 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total skips=102645) +[WARN] step=207946 skipped: non-finite grad (total_norm=nan, total skips=102646) +[WARN] step=207947 skipped: non-finite grad (total_norm=nan, total skips=102647) +[WARN] step=207948 skipped: non-finite grad (total_norm=inf, total skips=102648) +[WARN] step=207949 skipped: non-finite grad (total_norm=inf, total skips=102649) +[WARN] step=207950 skipped: non-finite grad (total_norm=nan, total skips=102650) +[WARN] step=207951 skipped: non-finite grad (total_norm=inf, total skips=102651) +[WARN] step=207952 skipped: non-finite grad (total_norm=inf, total skips=102652) +[WARN] step=207953 skipped: non-finite grad (total_norm=inf, total skips=102653) +[WARN] step=207954 skipped: non-finite grad (total_norm=inf, total skips=102654) +[WARN] step=207955 skipped: non-finite grad (total_norm=nan, total skips=102655) +[WARN] step=207956 skipped: non-finite grad (total_norm=inf, total skips=102656) +[WARN] step=207957 skipped: non-finite grad (total_norm=inf, total 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skipped: non-finite grad (total_norm=nan, total skips=102694) +[WARN] step=207995 skipped: non-finite grad (total_norm=inf, total skips=102695) +[WARN] step=207996 skipped: non-finite grad (total_norm=nan, total skips=102696) +[WARN] step=207997 skipped: non-finite grad (total_norm=nan, total skips=102697) +[WARN] step=207998 skipped: non-finite grad (total_norm=nan, total skips=102698) +[WARN] step=207999 skipped: non-finite grad (total_norm=inf, total skips=102699) +[WARN] step=208000 skipped: non-finite grad (total_norm=nan, total skips=102700) +[WARN] step=208001 skipped: non-finite grad (total_norm=nan, total skips=102701) +[WARN] step=208002 skipped: non-finite grad (total_norm=inf, total skips=102702) +[WARN] step=208003 skipped: non-finite grad (total_norm=nan, total skips=102703) +[WARN] step=208004 skipped: non-finite grad (total_norm=inf, total skips=102704) +[WARN] step=208005 skipped: non-finite grad (total_norm=inf, total skips=102705) +[WARN] step=208006 skipped: 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total skips=102730) +[WARN] step=208031 skipped: non-finite grad (total_norm=inf, total skips=102731) +[WARN] step=208032 skipped: non-finite grad (total_norm=inf, total skips=102732) +[WARN] step=208033 skipped: non-finite grad (total_norm=inf, total skips=102733) +[WARN] step=208034 skipped: non-finite grad (total_norm=inf, total skips=102734) +[WARN] step=208035 skipped: non-finite grad (total_norm=nan, total skips=102735) +[WARN] step=208036 skipped: non-finite grad (total_norm=inf, total skips=102736) +[WARN] step=208037 skipped: non-finite grad (total_norm=inf, total skips=102737) +[WARN] step=208038 skipped: non-finite grad (total_norm=inf, total skips=102738) +[WARN] step=208039 skipped: non-finite grad (total_norm=nan, total skips=102739) +[WARN] step=208040 skipped: non-finite grad (total_norm=inf, total skips=102740) +[WARN] step=208041 skipped: non-finite grad (total_norm=inf, total skips=102741) +[WARN] step=208042 skipped: non-finite grad (total_norm=inf, total 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total skips=102900) +[WARN] step=208201 skipped: non-finite grad (total_norm=nan, total skips=102901) +[WARN] step=208202 skipped: non-finite grad (total_norm=inf, total skips=102902) +[WARN] step=208203 skipped: non-finite grad (total_norm=inf, total skips=102903) +[WARN] step=208204 skipped: non-finite grad (total_norm=inf, total skips=102904) +[WARN] step=208205 skipped: non-finite grad (total_norm=inf, total skips=102905) +[WARN] step=208206 skipped: non-finite grad (total_norm=inf, total skips=102906) +[WARN] step=208207 skipped: non-finite grad (total_norm=nan, total skips=102907) +[WARN] step=208208 skipped: non-finite grad (total_norm=inf, total skips=102908) +[WARN] step=208209 skipped: non-finite grad (total_norm=inf, total skips=102909) +[WARN] step=208210 skipped: non-finite grad (total_norm=nan, total skips=102910) +[WARN] step=208211 skipped: non-finite grad (total_norm=nan, total skips=102911) +[WARN] step=208212 skipped: non-finite grad (total_norm=inf, total 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skipped: non-finite grad (total_norm=nan, total skips=102949) +[WARN] step=208250 skipped: non-finite grad (total_norm=inf, total skips=102950) +[WARN] step=208251 skipped: non-finite grad (total_norm=inf, total skips=102951) +[WARN] step=208252 skipped: non-finite grad (total_norm=inf, total skips=102952) +[WARN] step=208253 skipped: non-finite grad (total_norm=inf, total skips=102953) +[WARN] step=208254 skipped: non-finite grad (total_norm=inf, total skips=102954) +[WARN] step=208255 skipped: non-finite grad (total_norm=nan, total skips=102955) +[WARN] step=208256 skipped: non-finite grad (total_norm=inf, total skips=102956) +[WARN] step=208257 skipped: non-finite grad (total_norm=inf, total skips=102957) +[WARN] step=208258 skipped: non-finite grad (total_norm=nan, total skips=102958) +[WARN] step=208259 skipped: non-finite grad (total_norm=inf, total skips=102959) +[WARN] step=208260 skipped: non-finite grad (total_norm=inf, total skips=102960) +[WARN] step=208261 skipped: 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total skips=102985) +[WARN] step=208286 skipped: non-finite grad (total_norm=nan, total skips=102986) +[WARN] step=208287 skipped: non-finite grad (total_norm=nan, total skips=102987) +[WARN] step=208288 skipped: non-finite grad (total_norm=inf, total skips=102988) +[WARN] step=208289 skipped: non-finite grad (total_norm=nan, total skips=102989) +[WARN] step=208290 skipped: non-finite grad (total_norm=nan, total skips=102990) +[WARN] step=208291 skipped: non-finite grad (total_norm=nan, total skips=102991) +[WARN] step=208292 skipped: non-finite grad (total_norm=nan, total skips=102992) +[WARN] step=208293 skipped: non-finite grad (total_norm=nan, total skips=102993) +[WARN] step=208294 skipped: non-finite grad (total_norm=inf, total skips=102994) +[WARN] step=208295 skipped: non-finite grad (total_norm=inf, total skips=102995) +[WARN] step=208296 skipped: non-finite grad (total_norm=nan, total skips=102996) +[WARN] step=208297 skipped: non-finite grad (total_norm=inf, total 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skips=103082) +[WARN] step=208383 skipped: non-finite grad (total_norm=inf, total skips=103083) +[WARN] step=208384 skipped: non-finite grad (total_norm=inf, total skips=103084) +[WARN] step=208385 skipped: non-finite grad (total_norm=inf, total skips=103085) +[WARN] step=208386 skipped: non-finite grad (total_norm=inf, total skips=103086) +[WARN] step=208387 skipped: non-finite grad (total_norm=inf, total skips=103087) +[WARN] step=208388 skipped: non-finite grad (total_norm=nan, total skips=103088) +[WARN] step=208389 skipped: non-finite grad (total_norm=nan, total skips=103089) +[WARN] step=208390 skipped: non-finite grad (total_norm=nan, total skips=103090) +[WARN] step=208391 skipped: non-finite grad (total_norm=inf, total skips=103091) +[WARN] step=208392 skipped: non-finite grad (total_norm=inf, total skips=103092) +[WARN] step=208393 skipped: non-finite grad (total_norm=nan, total skips=103093) +[WARN] step=208394 skipped: non-finite grad (total_norm=nan, total skips=103094) 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skipped: non-finite grad (total_norm=inf, total skips=103119) +[WARN] step=208420 skipped: non-finite grad (total_norm=nan, total skips=103120) +[WARN] step=208421 skipped: non-finite grad (total_norm=inf, total skips=103121) +[WARN] step=208422 skipped: non-finite grad (total_norm=inf, total skips=103122) +[WARN] step=208423 skipped: non-finite grad (total_norm=inf, total skips=103123) +[WARN] step=208424 skipped: non-finite grad (total_norm=nan, total skips=103124) +[WARN] step=208425 skipped: non-finite grad (total_norm=inf, total skips=103125) +[WARN] step=208426 skipped: non-finite grad (total_norm=nan, total skips=103126) +[WARN] step=208427 skipped: non-finite grad (total_norm=inf, total skips=103127) +[WARN] step=208428 skipped: non-finite grad (total_norm=nan, total skips=103128) +[WARN] step=208429 skipped: non-finite grad (total_norm=nan, total skips=103129) +[WARN] step=208430 skipped: non-finite grad (total_norm=inf, total skips=103130) +[WARN] step=208431 skipped: 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(total_norm=inf, total skips=103143) +[WARN] step=208444 skipped: non-finite grad (total_norm=nan, total skips=103144) +[WARN] step=208445 skipped: non-finite grad (total_norm=nan, total skips=103145) +[WARN] step=208446 skipped: non-finite grad (total_norm=nan, total skips=103146) +[WARN] step=208447 skipped: non-finite grad (total_norm=inf, total skips=103147) +[WARN] step=208448 skipped: non-finite grad (total_norm=inf, total skips=103148) +[WARN] step=208449 skipped: non-finite grad (total_norm=nan, total skips=103149) +[WARN] step=208450 skipped: non-finite grad (total_norm=inf, total skips=103150) +[WARN] step=208451 skipped: non-finite grad (total_norm=nan, total skips=103151) +[WARN] step=208452 skipped: non-finite grad (total_norm=nan, total skips=103152) +[WARN] step=208453 skipped: non-finite grad (total_norm=inf, total skips=103153) +[WARN] step=208454 skipped: non-finite grad (total_norm=inf, total skips=103154) +[WARN] step=208455 skipped: non-finite grad (total_norm=inf, total skips=103155) +[WARN] step=208456 skipped: non-finite grad (total_norm=nan, total skips=103156) +[WARN] step=208457 skipped: non-finite grad (total_norm=inf, total skips=103157) +[WARN] step=208458 skipped: non-finite grad (total_norm=inf, total skips=103158) +[WARN] step=208459 skipped: non-finite grad (total_norm=inf, total skips=103159) +[WARN] step=208460 skipped: non-finite grad (total_norm=inf, total skips=103160) +[WARN] step=208461 skipped: non-finite grad (total_norm=inf, total skips=103161) +[WARN] step=208462 skipped: non-finite grad (total_norm=nan, total skips=103162) +[WARN] step=208463 skipped: non-finite grad (total_norm=inf, total skips=103163) +[WARN] step=208464 skipped: non-finite grad (total_norm=inf, total skips=103164) +[WARN] step=208465 skipped: non-finite grad (total_norm=inf, total skips=103165) +[WARN] step=208466 skipped: non-finite grad (total_norm=nan, total skips=103166) +[WARN] step=208467 skipped: non-finite grad (total_norm=nan, total skips=103167) +[WARN] step=208468 skipped: non-finite grad (total_norm=inf, total skips=103168) +[WARN] step=208469 skipped: non-finite grad (total_norm=nan, total skips=103169) +[WARN] step=208470 skipped: non-finite grad (total_norm=inf, total skips=103170) +[WARN] step=208471 skipped: non-finite grad (total_norm=inf, total skips=103171) +[WARN] step=208472 skipped: non-finite grad (total_norm=inf, total skips=103172) +[WARN] step=208473 skipped: non-finite grad (total_norm=inf, total skips=103173) +[WARN] step=208474 skipped: non-finite grad (total_norm=nan, total skips=103174) +[WARN] step=208475 skipped: non-finite grad (total_norm=inf, total skips=103175) +[WARN] step=208476 skipped: non-finite grad (total_norm=inf, total skips=103176) +[WARN] step=208477 skipped: non-finite grad (total_norm=inf, total skips=103177) +[WARN] step=208478 skipped: non-finite grad (total_norm=inf, total skips=103178) +[WARN] step=208479 skipped: non-finite grad (total_norm=nan, total skips=103179) +[WARN] step=208480 skipped: non-finite grad (total_norm=inf, total skips=103180) +[WARN] step=208481 skipped: non-finite grad (total_norm=inf, total skips=103181) +[WARN] step=208482 skipped: non-finite grad (total_norm=inf, total skips=103182) +[WARN] step=208483 skipped: non-finite grad (total_norm=nan, total skips=103183) +[WARN] step=208484 skipped: non-finite grad (total_norm=inf, total skips=103184) +[WARN] step=208485 skipped: non-finite grad (total_norm=inf, total skips=103185) +[WARN] step=208486 skipped: non-finite grad (total_norm=nan, total skips=103186) +[WARN] step=208487 skipped: non-finite grad (total_norm=inf, total skips=103187) +[WARN] step=208488 skipped: non-finite grad (total_norm=inf, total skips=103188) +[WARN] step=208489 skipped: non-finite grad (total_norm=nan, total skips=103189) +[WARN] step=208490 skipped: non-finite grad (total_norm=inf, total skips=103190) +[WARN] step=208491 skipped: non-finite grad (total_norm=inf, total skips=103191) +[WARN] step=208492 skipped: non-finite grad (total_norm=inf, total skips=103192) +[WARN] step=208493 skipped: non-finite grad (total_norm=inf, total skips=103193) +[WARN] step=208494 skipped: non-finite grad (total_norm=nan, total skips=103194) +[WARN] step=208495 skipped: non-finite grad (total_norm=inf, total skips=103195) +[WARN] step=208496 skipped: non-finite grad (total_norm=inf, total skips=103196) +[WARN] step=208497 skipped: non-finite grad (total_norm=inf, total skips=103197) +[WARN] step=208498 skipped: non-finite grad (total_norm=inf, total skips=103198) +[WARN] step=208499 skipped: non-finite grad (total_norm=nan, total skips=103199) +[WARN] step=208500 skipped: non-finite grad (total_norm=inf, total skips=103200) +[WARN] step=208501 skipped: non-finite grad (total_norm=nan, total skips=103201) +[WARN] step=208502 skipped: non-finite grad (total_norm=inf, total skips=103202) +[WARN] step=208503 skipped: non-finite grad (total_norm=nan, total skips=103203) +[WARN] step=208504 skipped: non-finite grad (total_norm=inf, total skips=103204) +[WARN] step=208505 skipped: non-finite grad (total_norm=nan, total skips=103205) +[WARN] step=208506 skipped: non-finite grad (total_norm=nan, total skips=103206) +[WARN] step=208507 skipped: non-finite grad (total_norm=inf, total skips=103207) +[WARN] step=208508 skipped: non-finite grad (total_norm=nan, total skips=103208) +[WARN] step=208509 skipped: non-finite grad (total_norm=nan, total skips=103209) +[WARN] step=208510 skipped: non-finite grad (total_norm=inf, total skips=103210) +[WARN] step=208511 skipped: non-finite grad (total_norm=inf, total skips=103211) +[WARN] step=208512 skipped: non-finite grad (total_norm=nan, total skips=103212) +[WARN] step=208513 skipped: non-finite grad (total_norm=inf, total skips=103213) +[WARN] step=208514 skipped: non-finite grad (total_norm=inf, total skips=103214) +[WARN] step=208515 skipped: non-finite grad (total_norm=nan, total skips=103215) +[WARN] step=208516 skipped: 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total skips=103240) +[WARN] step=208541 skipped: non-finite grad (total_norm=inf, total skips=103241) +[WARN] step=208542 skipped: non-finite grad (total_norm=nan, total skips=103242) +[WARN] step=208543 skipped: non-finite grad (total_norm=inf, total skips=103243) +[WARN] step=208544 skipped: non-finite grad (total_norm=inf, total skips=103244) +[WARN] step=208545 skipped: non-finite grad (total_norm=inf, total skips=103245) +[WARN] step=208546 skipped: non-finite grad (total_norm=inf, total skips=103246) +[WARN] step=208547 skipped: non-finite grad (total_norm=nan, total skips=103247) +[WARN] step=208548 skipped: non-finite grad (total_norm=nan, total skips=103248) +[WARN] step=208549 skipped: non-finite grad (total_norm=inf, total skips=103249) +[WARN] step=208550 skipped: non-finite grad (total_norm=inf, total skips=103250) +[WARN] step=208551 skipped: non-finite grad (total_norm=inf, total skips=103251) +[WARN] step=208552 skipped: non-finite grad (total_norm=inf, total 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total skips=103325) +[WARN] step=208626 skipped: non-finite grad (total_norm=nan, total skips=103326) +[WARN] step=208627 skipped: non-finite grad (total_norm=inf, total skips=103327) +[WARN] step=208628 skipped: non-finite grad (total_norm=inf, total skips=103328) +[WARN] step=208629 skipped: non-finite grad (total_norm=inf, total skips=103329) +[WARN] step=208630 skipped: non-finite grad (total_norm=nan, total skips=103330) +[WARN] step=208631 skipped: non-finite grad (total_norm=inf, total skips=103331) +[WARN] step=208632 skipped: non-finite grad (total_norm=inf, total skips=103332) +[WARN] step=208633 skipped: non-finite grad (total_norm=nan, total skips=103333) +[WARN] step=208634 skipped: non-finite grad (total_norm=inf, total skips=103334) +[WARN] step=208635 skipped: non-finite grad (total_norm=inf, total skips=103335) +[WARN] step=208636 skipped: non-finite grad (total_norm=nan, total skips=103336) +[WARN] step=208637 skipped: non-finite grad (total_norm=inf, total 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skipped: non-finite grad (total_norm=inf, total skips=103374) +[WARN] step=208675 skipped: non-finite grad (total_norm=nan, total skips=103375) +[WARN] step=208676 skipped: non-finite grad (total_norm=inf, total skips=103376) +[WARN] step=208677 skipped: non-finite grad (total_norm=inf, total skips=103377) +[WARN] step=208678 skipped: non-finite grad (total_norm=inf, total skips=103378) +[WARN] step=208679 skipped: non-finite grad (total_norm=inf, total skips=103379) +[WARN] step=208680 skipped: non-finite grad (total_norm=inf, total skips=103380) +[WARN] step=208681 skipped: non-finite grad (total_norm=inf, total skips=103381) +[WARN] step=208682 skipped: non-finite grad (total_norm=nan, total skips=103382) +[WARN] step=208683 skipped: non-finite grad (total_norm=inf, total skips=103383) +[WARN] step=208684 skipped: non-finite grad (total_norm=inf, total skips=103384) +[WARN] step=208685 skipped: non-finite grad (total_norm=inf, total skips=103385) +[WARN] step=208686 skipped: 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(total_norm=nan, total skips=103398) +[WARN] step=208699 skipped: non-finite grad (total_norm=inf, total skips=103399) +[WARN] step=208700 skipped: non-finite grad (total_norm=inf, total skips=103400) +[WARN] step=208701 skipped: non-finite grad (total_norm=inf, total skips=103401) +[WARN] step=208702 skipped: non-finite grad (total_norm=inf, total skips=103402) +[WARN] step=208703 skipped: non-finite grad (total_norm=nan, total skips=103403) +[WARN] step=208704 skipped: non-finite grad (total_norm=inf, total skips=103404) +[WARN] step=208705 skipped: non-finite grad (total_norm=inf, total skips=103405) +[WARN] step=208706 skipped: non-finite grad (total_norm=nan, total skips=103406) +[WARN] step=208707 skipped: non-finite grad (total_norm=inf, total skips=103407) +[WARN] step=208708 skipped: non-finite grad (total_norm=inf, total skips=103408) +[WARN] step=208709 skipped: non-finite grad (total_norm=nan, total skips=103409) +[WARN] step=208710 skipped: non-finite grad (total_norm=inf, total skips=103410) +[WARN] step=208711 skipped: non-finite grad (total_norm=inf, total skips=103411) +[WARN] step=208712 skipped: non-finite grad (total_norm=inf, total skips=103412) +[WARN] step=208713 skipped: non-finite grad (total_norm=inf, total skips=103413) +[WARN] step=208714 skipped: non-finite grad (total_norm=nan, total skips=103414) +[WARN] step=208715 skipped: non-finite grad (total_norm=nan, total skips=103415) +[WARN] step=208716 skipped: non-finite grad (total_norm=nan, total skips=103416) +[WARN] step=208717 skipped: non-finite grad (total_norm=nan, total skips=103417) +[WARN] step=208718 skipped: non-finite grad (total_norm=inf, total skips=103418) +[WARN] step=208719 skipped: non-finite grad (total_norm=inf, total skips=103419) +[WARN] step=208720 skipped: non-finite grad (total_norm=nan, total skips=103420) +[WARN] step=208721 skipped: non-finite grad (total_norm=inf, total skips=103421) +[WARN] step=208722 skipped: non-finite grad (total_norm=inf, total skips=103422) +[WARN] step=208723 skipped: non-finite grad (total_norm=nan, total skips=103423) +[WARN] step=208724 skipped: non-finite grad (total_norm=nan, total skips=103424) +[WARN] step=208725 skipped: non-finite grad (total_norm=inf, total skips=103425) +[WARN] step=208726 skipped: non-finite grad (total_norm=inf, total skips=103426) +[WARN] step=208727 skipped: non-finite grad (total_norm=inf, total skips=103427) +[WARN] step=208728 skipped: non-finite grad (total_norm=inf, total skips=103428) +[WARN] step=208729 skipped: non-finite grad (total_norm=inf, total skips=103429) +[WARN] step=208730 skipped: non-finite grad (total_norm=inf, total skips=103430) +[WARN] step=208731 skipped: non-finite grad (total_norm=inf, total skips=103431) +[WARN] step=208732 skipped: non-finite grad (total_norm=inf, total skips=103432) +[WARN] step=208733 skipped: non-finite grad (total_norm=inf, total skips=103433) +[WARN] step=208734 skipped: non-finite grad (total_norm=nan, total skips=103434) +[WARN] step=208735 skipped: non-finite grad (total_norm=inf, total skips=103435) +[WARN] step=208736 skipped: non-finite grad (total_norm=nan, total skips=103436) +[WARN] step=208737 skipped: non-finite grad (total_norm=inf, total skips=103437) +[WARN] step=208738 skipped: non-finite grad (total_norm=inf, total skips=103438) +[WARN] step=208739 skipped: non-finite grad (total_norm=nan, total skips=103439) +[WARN] step=208740 skipped: non-finite grad (total_norm=inf, total skips=103440) +[WARN] step=208741 skipped: non-finite grad (total_norm=inf, total skips=103441) +[WARN] step=208742 skipped: non-finite grad (total_norm=inf, total skips=103442) +[WARN] step=208743 skipped: non-finite grad (total_norm=inf, total skips=103443) +[WARN] step=208744 skipped: non-finite grad (total_norm=inf, total skips=103444) +[WARN] step=208745 skipped: non-finite grad (total_norm=inf, total skips=103445) +[WARN] step=208746 skipped: non-finite grad (total_norm=inf, total skips=103446) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=103459) +[WARN] step=208760 skipped: non-finite grad (total_norm=inf, total skips=103460) +[WARN] step=208761 skipped: non-finite grad (total_norm=nan, total skips=103461) +[WARN] step=208762 skipped: non-finite grad (total_norm=inf, total skips=103462) +[WARN] step=208763 skipped: non-finite grad (total_norm=nan, total skips=103463) +[WARN] step=208764 skipped: non-finite grad (total_norm=nan, total skips=103464) +[WARN] step=208765 skipped: non-finite grad (total_norm=nan, total skips=103465) +[WARN] step=208766 skipped: non-finite grad (total_norm=nan, total skips=103466) +[WARN] step=208767 skipped: non-finite grad (total_norm=inf, total skips=103467) +[WARN] step=208768 skipped: non-finite grad (total_norm=inf, total skips=103468) +[WARN] step=208769 skipped: non-finite grad (total_norm=nan, total skips=103469) +[WARN] step=208770 skipped: non-finite grad (total_norm=inf, total skips=103470) +[WARN] step=208771 skipped: 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total skips=103495) +[WARN] step=208796 skipped: non-finite grad (total_norm=inf, total skips=103496) +[WARN] step=208797 skipped: non-finite grad (total_norm=inf, total skips=103497) +[WARN] step=208798 skipped: non-finite grad (total_norm=inf, total skips=103498) +[WARN] step=208799 skipped: non-finite grad (total_norm=inf, total skips=103499) +[WARN] step=208800 skipped: non-finite grad (total_norm=inf, total skips=103500) +[WARN] step=208801 skipped: non-finite grad (total_norm=nan, total skips=103501) +[WARN] step=208802 skipped: non-finite grad (total_norm=inf, total skips=103502) +[WARN] step=208803 skipped: non-finite grad (total_norm=inf, total skips=103503) +[WARN] step=208804 skipped: non-finite grad (total_norm=inf, total skips=103504) +[WARN] step=208805 skipped: non-finite grad (total_norm=inf, total skips=103505) +[WARN] step=208806 skipped: non-finite grad (total_norm=inf, total skips=103506) +[WARN] step=208807 skipped: non-finite grad (total_norm=nan, total skips=103507) +[WARN] step=208808 skipped: non-finite grad (total_norm=nan, total skips=103508) +[WARN] step=208809 skipped: non-finite grad (total_norm=inf, total skips=103509) +[WARN] step=208810 skipped: non-finite grad (total_norm=inf, total skips=103510) +[WARN] step=208811 skipped: non-finite grad (total_norm=nan, total skips=103511) +[WARN] step=208812 skipped: non-finite grad (total_norm=nan, total skips=103512) +[WARN] step=208813 skipped: non-finite grad (total_norm=inf, total skips=103513) +[WARN] step=208814 skipped: non-finite grad (total_norm=inf, total skips=103514) +[WARN] step=208815 skipped: non-finite grad (total_norm=inf, total skips=103515) +[WARN] step=208816 skipped: non-finite grad (total_norm=inf, total skips=103516) +[WARN] step=208817 skipped: non-finite grad (total_norm=nan, total skips=103517) +[WARN] step=208818 skipped: non-finite grad (total_norm=inf, total skips=103518) +[WARN] step=208819 skipped: non-finite grad (total_norm=inf, total skips=103519) 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total skips=103665) +[WARN] step=208966 skipped: non-finite grad (total_norm=nan, total skips=103666) +[WARN] step=208967 skipped: non-finite grad (total_norm=nan, total skips=103667) +[WARN] step=208968 skipped: non-finite grad (total_norm=inf, total skips=103668) +[WARN] step=208969 skipped: non-finite grad (total_norm=inf, total skips=103669) +[WARN] step=208970 skipped: non-finite grad (total_norm=inf, total skips=103670) +[WARN] step=208971 skipped: non-finite grad (total_norm=inf, total skips=103671) +[WARN] step=208972 skipped: non-finite grad (total_norm=inf, total skips=103672) +[WARN] step=208973 skipped: non-finite grad (total_norm=nan, total skips=103673) +[WARN] step=208974 skipped: non-finite grad (total_norm=nan, total skips=103674) +[WARN] step=208975 skipped: non-finite grad (total_norm=inf, total skips=103675) +[WARN] step=208976 skipped: non-finite grad (total_norm=inf, total skips=103676) +[WARN] step=208977 skipped: non-finite grad (total_norm=nan, total skips=103677) +[WARN] step=208978 skipped: non-finite grad (total_norm=nan, total skips=103678) +[WARN] step=208979 skipped: non-finite grad (total_norm=inf, total skips=103679) +[WARN] step=208980 skipped: non-finite grad (total_norm=inf, total skips=103680) +[WARN] step=208981 skipped: non-finite grad (total_norm=inf, total skips=103681) +[WARN] step=208982 skipped: non-finite grad (total_norm=inf, total skips=103682) +[WARN] step=208983 skipped: non-finite grad (total_norm=inf, total skips=103683) +[WARN] step=208984 skipped: non-finite grad (total_norm=inf, total skips=103684) +[WARN] step=208985 skipped: non-finite grad (total_norm=nan, total skips=103685) +[WARN] step=208986 skipped: non-finite grad (total_norm=nan, total skips=103686) +[WARN] step=208987 skipped: non-finite grad (total_norm=inf, total skips=103687) +[WARN] step=208988 skipped: non-finite grad (total_norm=nan, total skips=103688) +[WARN] step=208989 skipped: non-finite grad (total_norm=inf, total skips=103689) 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total skips=103750) +[WARN] step=209051 skipped: non-finite grad (total_norm=inf, total skips=103751) +[WARN] step=209052 skipped: non-finite grad (total_norm=nan, total skips=103752) +[WARN] step=209053 skipped: non-finite grad (total_norm=inf, total skips=103753) +[WARN] step=209054 skipped: non-finite grad (total_norm=nan, total skips=103754) +[WARN] step=209055 skipped: non-finite grad (total_norm=inf, total skips=103755) +[WARN] step=209056 skipped: non-finite grad (total_norm=inf, total skips=103756) +[WARN] step=209057 skipped: non-finite grad (total_norm=inf, total skips=103757) +[WARN] step=209058 skipped: non-finite grad (total_norm=inf, total skips=103758) +[WARN] step=209059 skipped: non-finite grad (total_norm=inf, total skips=103759) +[WARN] step=209060 skipped: non-finite grad (total_norm=inf, total skips=103760) +[WARN] step=209061 skipped: non-finite grad (total_norm=inf, total skips=103761) +[WARN] step=209062 skipped: non-finite grad (total_norm=nan, total 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total skips=103835) +[WARN] step=209136 skipped: non-finite grad (total_norm=nan, total skips=103836) +[WARN] step=209137 skipped: non-finite grad (total_norm=nan, total skips=103837) +[WARN] step=209138 skipped: non-finite grad (total_norm=inf, total skips=103838) +[WARN] step=209139 skipped: non-finite grad (total_norm=inf, total skips=103839) +[WARN] step=209140 skipped: non-finite grad (total_norm=inf, total skips=103840) +[WARN] step=209141 skipped: non-finite grad (total_norm=inf, total skips=103841) +[WARN] step=209142 skipped: non-finite grad (total_norm=inf, total skips=103842) +[WARN] step=209143 skipped: non-finite grad (total_norm=inf, total skips=103843) +[WARN] step=209144 skipped: non-finite grad (total_norm=inf, total skips=103844) +[WARN] step=209145 skipped: non-finite grad (total_norm=inf, total skips=103845) +[WARN] step=209146 skipped: non-finite grad (total_norm=inf, total skips=103846) +[WARN] step=209147 skipped: non-finite grad (total_norm=inf, total 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total skips=103920) +[WARN] step=209221 skipped: non-finite grad (total_norm=nan, total skips=103921) +[WARN] step=209222 skipped: non-finite grad (total_norm=inf, total skips=103922) +[WARN] step=209223 skipped: non-finite grad (total_norm=inf, total skips=103923) +[WARN] step=209224 skipped: non-finite grad (total_norm=nan, total skips=103924) +[WARN] step=209225 skipped: non-finite grad (total_norm=inf, total skips=103925) +[WARN] step=209226 skipped: non-finite grad (total_norm=inf, total skips=103926) +[WARN] step=209227 skipped: non-finite grad (total_norm=nan, total skips=103927) +[WARN] step=209228 skipped: non-finite grad (total_norm=nan, total skips=103928) +[WARN] step=209229 skipped: non-finite grad (total_norm=inf, total skips=103929) +[WARN] step=209230 skipped: non-finite grad (total_norm=inf, total skips=103930) +[WARN] step=209231 skipped: non-finite grad (total_norm=inf, total skips=103931) +[WARN] step=209232 skipped: non-finite grad (total_norm=nan, total 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total skips=104090) +[WARN] step=209391 skipped: non-finite grad (total_norm=inf, total skips=104091) +[WARN] step=209392 skipped: non-finite grad (total_norm=inf, total skips=104092) +[WARN] step=209393 skipped: non-finite grad (total_norm=inf, total skips=104093) +[WARN] step=209394 skipped: non-finite grad (total_norm=inf, total skips=104094) +[WARN] step=209395 skipped: non-finite grad (total_norm=inf, total skips=104095) +[WARN] step=209396 skipped: non-finite grad (total_norm=nan, total skips=104096) +[WARN] step=209397 skipped: non-finite grad (total_norm=inf, total skips=104097) +[WARN] step=209398 skipped: non-finite grad (total_norm=inf, total skips=104098) +[WARN] step=209399 skipped: non-finite grad (total_norm=nan, total skips=104099) +[WARN] step=209400 skipped: non-finite grad (total_norm=inf, total skips=104100) +[WARN] step=209401 skipped: non-finite grad (total_norm=nan, total skips=104101) +[WARN] step=209402 skipped: non-finite grad (total_norm=inf, total skips=104102) +[WARN] step=209403 skipped: non-finite grad (total_norm=nan, total skips=104103) +[WARN] step=209404 skipped: non-finite grad (total_norm=inf, total skips=104104) +[WARN] step=209405 skipped: non-finite grad (total_norm=inf, total skips=104105) +[WARN] step=209406 skipped: non-finite grad (total_norm=nan, total skips=104106) +[WARN] step=209407 skipped: non-finite grad (total_norm=inf, total skips=104107) +[WARN] step=209408 skipped: non-finite grad (total_norm=inf, total skips=104108) +[WARN] step=209409 skipped: non-finite grad (total_norm=inf, total skips=104109) +[WARN] step=209410 skipped: non-finite grad (total_norm=inf, total skips=104110) +[WARN] step=209411 skipped: non-finite grad (total_norm=inf, total skips=104111) +[WARN] step=209412 skipped: non-finite grad (total_norm=inf, total skips=104112) +[WARN] step=209413 skipped: non-finite grad (total_norm=inf, total skips=104113) +[WARN] step=209414 skipped: non-finite grad (total_norm=inf, total skips=104114) +[WARN] step=209415 skipped: non-finite grad (total_norm=nan, total skips=104115) +[WARN] step=209416 skipped: non-finite grad (total_norm=inf, total skips=104116) +[WARN] step=209417 skipped: non-finite grad (total_norm=inf, total skips=104117) +[WARN] step=209418 skipped: non-finite grad (total_norm=inf, total skips=104118) +[WARN] step=209419 skipped: non-finite grad (total_norm=inf, total skips=104119) +[WARN] step=209420 skipped: non-finite grad (total_norm=nan, total skips=104120) +[WARN] step=209421 skipped: non-finite grad (total_norm=nan, total skips=104121) +[WARN] step=209422 skipped: non-finite grad (total_norm=nan, total skips=104122) +[WARN] step=209423 skipped: non-finite grad (total_norm=nan, total skips=104123) +[WARN] step=209424 skipped: non-finite grad (total_norm=nan, total skips=104124) +[WARN] step=209425 skipped: non-finite grad (total_norm=nan, total skips=104125) +[WARN] step=209426 skipped: non-finite grad (total_norm=inf, total skips=104126) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=104139) +[WARN] step=209440 skipped: non-finite grad (total_norm=nan, total skips=104140) +[WARN] step=209441 skipped: non-finite grad (total_norm=inf, total skips=104141) +[WARN] step=209442 skipped: non-finite grad (total_norm=inf, total skips=104142) +[WARN] step=209443 skipped: non-finite grad (total_norm=nan, total skips=104143) +[WARN] step=209444 skipped: non-finite grad (total_norm=inf, total skips=104144) +[WARN] step=209445 skipped: non-finite grad (total_norm=inf, total skips=104145) +[WARN] step=209446 skipped: non-finite grad (total_norm=inf, total skips=104146) +[WARN] step=209447 skipped: non-finite grad (total_norm=nan, total skips=104147) +[WARN] step=209448 skipped: non-finite grad (total_norm=nan, total skips=104148) +[WARN] step=209449 skipped: non-finite grad (total_norm=inf, total skips=104149) +[WARN] step=209450 skipped: non-finite grad (total_norm=inf, total skips=104150) +[WARN] step=209451 skipped: 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(total_norm=inf, total skips=104163) +[WARN] step=209464 skipped: non-finite grad (total_norm=inf, total skips=104164) +[WARN] step=209465 skipped: non-finite grad (total_norm=inf, total skips=104165) +[WARN] step=209466 skipped: non-finite grad (total_norm=inf, total skips=104166) +[WARN] step=209467 skipped: non-finite grad (total_norm=nan, total skips=104167) +[WARN] step=209468 skipped: non-finite grad (total_norm=nan, total skips=104168) +[WARN] step=209469 skipped: non-finite grad (total_norm=inf, total skips=104169) +[WARN] step=209470 skipped: non-finite grad (total_norm=inf, total skips=104170) +[WARN] step=209471 skipped: non-finite grad (total_norm=nan, total skips=104171) +[WARN] step=209472 skipped: non-finite grad (total_norm=nan, total skips=104172) +[WARN] step=209473 skipped: non-finite grad (total_norm=inf, total skips=104173) +[WARN] step=209474 skipped: non-finite grad (total_norm=inf, total skips=104174) +[WARN] step=209475 skipped: non-finite grad (total_norm=inf, total skips=104175) +[WARN] step=209476 skipped: non-finite grad (total_norm=nan, total skips=104176) +[WARN] step=209477 skipped: non-finite grad (total_norm=inf, total skips=104177) +[WARN] step=209478 skipped: non-finite grad (total_norm=nan, total skips=104178) +[WARN] step=209479 skipped: non-finite grad (total_norm=inf, total skips=104179) +[WARN] step=209480 skipped: non-finite grad (total_norm=inf, total skips=104180) +[WARN] step=209481 skipped: non-finite grad (total_norm=nan, total skips=104181) +[WARN] step=209482 skipped: non-finite grad (total_norm=inf, total skips=104182) +[WARN] step=209483 skipped: non-finite grad (total_norm=inf, total skips=104183) +[WARN] step=209484 skipped: non-finite grad (total_norm=inf, total skips=104184) +[WARN] step=209485 skipped: non-finite grad (total_norm=nan, total skips=104185) +[WARN] step=209486 skipped: non-finite grad (total_norm=inf, total skips=104186) +[WARN] step=209487 skipped: non-finite grad (total_norm=inf, total skips=104187) +[WARN] step=209488 skipped: non-finite grad (total_norm=nan, total skips=104188) +[WARN] step=209489 skipped: non-finite grad (total_norm=nan, total skips=104189) +[WARN] step=209490 skipped: non-finite grad (total_norm=inf, total skips=104190) +[WARN] step=209491 skipped: non-finite grad (total_norm=inf, total skips=104191) +[WARN] step=209492 skipped: non-finite grad (total_norm=inf, total skips=104192) +[WARN] step=209493 skipped: non-finite grad (total_norm=nan, total skips=104193) +[WARN] step=209494 skipped: non-finite grad (total_norm=inf, total skips=104194) +[WARN] step=209495 skipped: non-finite grad (total_norm=inf, total skips=104195) +[WARN] step=209496 skipped: non-finite grad (total_norm=inf, total skips=104196) +[WARN] step=209497 skipped: non-finite grad (total_norm=inf, total skips=104197) +[WARN] step=209498 skipped: non-finite grad (total_norm=inf, total skips=104198) +[WARN] step=209499 skipped: non-finite grad (total_norm=inf, total skips=104199) +[WARN] step=209500 skipped: non-finite grad (total_norm=nan, total skips=104200) +[WARN] step=209501 skipped: non-finite grad (total_norm=inf, total skips=104201) +[WARN] step=209502 skipped: non-finite grad (total_norm=inf, total skips=104202) +[WARN] step=209503 skipped: non-finite grad (total_norm=nan, total skips=104203) +[WARN] step=209504 skipped: non-finite grad (total_norm=inf, total skips=104204) +[WARN] step=209505 skipped: non-finite grad (total_norm=inf, total skips=104205) +[WARN] step=209506 skipped: non-finite grad (total_norm=inf, total skips=104206) +[WARN] step=209507 skipped: non-finite grad (total_norm=inf, total skips=104207) +[WARN] step=209508 skipped: non-finite grad (total_norm=nan, total skips=104208) +[WARN] step=209509 skipped: non-finite grad (total_norm=inf, total skips=104209) +[WARN] step=209510 skipped: non-finite grad (total_norm=inf, total skips=104210) +[WARN] step=209511 skipped: non-finite grad (total_norm=inf, total skips=104211) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=104224) +[WARN] step=209525 skipped: non-finite grad (total_norm=nan, total skips=104225) +[WARN] step=209526 skipped: non-finite grad (total_norm=nan, total skips=104226) +[WARN] step=209527 skipped: non-finite grad (total_norm=inf, total skips=104227) +[WARN] step=209528 skipped: non-finite grad (total_norm=inf, total skips=104228) +[WARN] step=209529 skipped: non-finite grad (total_norm=nan, total skips=104229) +[WARN] step=209530 skipped: non-finite grad (total_norm=nan, total skips=104230) +[WARN] step=209531 skipped: non-finite grad (total_norm=nan, total skips=104231) +[WARN] step=209532 skipped: non-finite grad (total_norm=inf, total skips=104232) +[WARN] step=209533 skipped: non-finite grad (total_norm=inf, total skips=104233) +[WARN] step=209534 skipped: non-finite grad (total_norm=inf, total skips=104234) +[WARN] step=209535 skipped: non-finite grad (total_norm=nan, total skips=104235) +[WARN] step=209536 skipped: 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(total_norm=nan, total skips=104248) +[WARN] step=209549 skipped: non-finite grad (total_norm=inf, total skips=104249) +[WARN] step=209550 skipped: non-finite grad (total_norm=inf, total skips=104250) +[WARN] step=209551 skipped: non-finite grad (total_norm=nan, total skips=104251) +[WARN] step=209552 skipped: non-finite grad (total_norm=inf, total skips=104252) +[WARN] step=209553 skipped: non-finite grad (total_norm=nan, total skips=104253) +[WARN] step=209554 skipped: non-finite grad (total_norm=nan, total skips=104254) +[WARN] step=209555 skipped: non-finite grad (total_norm=inf, total skips=104255) +[WARN] step=209556 skipped: non-finite grad (total_norm=inf, total skips=104256) +[WARN] step=209557 skipped: non-finite grad (total_norm=nan, total skips=104257) +[WARN] step=209558 skipped: non-finite grad (total_norm=inf, total skips=104258) +[WARN] step=209559 skipped: non-finite grad (total_norm=nan, total skips=104259) +[WARN] step=209560 skipped: non-finite grad (total_norm=inf, total skips=104260) +[WARN] step=209561 skipped: non-finite grad (total_norm=inf, total skips=104261) +[WARN] step=209562 skipped: non-finite grad (total_norm=nan, total skips=104262) +[WARN] step=209563 skipped: non-finite grad (total_norm=nan, total skips=104263) +[WARN] step=209564 skipped: non-finite grad (total_norm=inf, total skips=104264) +[WARN] step=209565 skipped: non-finite grad (total_norm=nan, total skips=104265) +[WARN] step=209566 skipped: non-finite grad (total_norm=nan, total skips=104266) +[WARN] step=209567 skipped: non-finite grad (total_norm=inf, total skips=104267) +[WARN] step=209568 skipped: non-finite grad (total_norm=inf, total skips=104268) +[WARN] step=209569 skipped: non-finite grad (total_norm=nan, total skips=104269) +[WARN] step=209570 skipped: non-finite grad (total_norm=nan, total skips=104270) +[WARN] step=209571 skipped: non-finite grad (total_norm=inf, total skips=104271) +[WARN] step=209572 skipped: non-finite grad (total_norm=nan, total skips=104272) +[WARN] step=209573 skipped: non-finite grad (total_norm=inf, total skips=104273) +[WARN] step=209574 skipped: non-finite grad (total_norm=inf, total skips=104274) +[WARN] step=209575 skipped: non-finite grad (total_norm=inf, total skips=104275) +[WARN] step=209576 skipped: non-finite grad (total_norm=inf, total skips=104276) +[WARN] step=209577 skipped: non-finite grad (total_norm=inf, total skips=104277) +[WARN] step=209578 skipped: non-finite grad (total_norm=inf, total skips=104278) +[WARN] step=209579 skipped: non-finite grad (total_norm=inf, total skips=104279) +[WARN] step=209580 skipped: non-finite grad (total_norm=inf, total skips=104280) +[WARN] step=209581 skipped: non-finite grad (total_norm=nan, total skips=104281) +[WARN] step=209582 skipped: non-finite grad (total_norm=inf, total skips=104282) +[WARN] step=209583 skipped: non-finite grad (total_norm=nan, total skips=104283) +[WARN] step=209584 skipped: non-finite grad (total_norm=inf, total skips=104284) +[WARN] step=209585 skipped: non-finite grad (total_norm=nan, total skips=104285) +[WARN] step=209586 skipped: non-finite grad (total_norm=nan, total skips=104286) +[WARN] step=209587 skipped: non-finite grad (total_norm=nan, total skips=104287) +[WARN] step=209588 skipped: non-finite grad (total_norm=nan, total skips=104288) +[WARN] step=209589 skipped: non-finite grad (total_norm=nan, total skips=104289) +[WARN] step=209590 skipped: non-finite grad (total_norm=inf, total skips=104290) +[WARN] step=209591 skipped: non-finite grad (total_norm=inf, total skips=104291) +[WARN] step=209592 skipped: non-finite grad (total_norm=nan, total skips=104292) +[WARN] step=209593 skipped: non-finite grad (total_norm=inf, total skips=104293) +[WARN] step=209594 skipped: non-finite grad (total_norm=inf, total skips=104294) +[WARN] step=209595 skipped: non-finite grad (total_norm=inf, total skips=104295) +[WARN] step=209596 skipped: non-finite grad (total_norm=nan, total skips=104296) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=104309) +[WARN] step=209610 skipped: non-finite grad (total_norm=inf, total skips=104310) +[WARN] step=209611 skipped: non-finite grad (total_norm=inf, total skips=104311) +[WARN] step=209612 skipped: non-finite grad (total_norm=inf, total skips=104312) +[WARN] step=209613 skipped: non-finite grad (total_norm=nan, total skips=104313) +[WARN] step=209614 skipped: non-finite grad (total_norm=inf, total skips=104314) +[WARN] step=209615 skipped: non-finite grad (total_norm=inf, total skips=104315) +[WARN] step=209616 skipped: non-finite grad (total_norm=inf, total skips=104316) +[WARN] step=209617 skipped: non-finite grad (total_norm=nan, total skips=104317) +[WARN] step=209618 skipped: non-finite grad (total_norm=inf, total skips=104318) +[WARN] step=209619 skipped: non-finite grad (total_norm=inf, total skips=104319) +[WARN] step=209620 skipped: non-finite grad (total_norm=inf, total skips=104320) +[WARN] step=209621 skipped: 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total skips=104345) +[WARN] step=209646 skipped: non-finite grad (total_norm=inf, total skips=104346) +[WARN] step=209647 skipped: non-finite grad (total_norm=nan, total skips=104347) +[WARN] step=209648 skipped: non-finite grad (total_norm=inf, total skips=104348) +[WARN] step=209649 skipped: non-finite grad (total_norm=inf, total skips=104349) +[WARN] step=209650 skipped: non-finite grad (total_norm=inf, total skips=104350) +[WARN] step=209651 skipped: non-finite grad (total_norm=nan, total skips=104351) +[WARN] step=209652 skipped: non-finite grad (total_norm=nan, total skips=104352) +[WARN] step=209653 skipped: non-finite grad (total_norm=nan, total skips=104353) +[WARN] step=209654 skipped: non-finite grad (total_norm=nan, total skips=104354) +[WARN] step=209655 skipped: non-finite grad (total_norm=inf, total skips=104355) +[WARN] step=209656 skipped: non-finite grad (total_norm=inf, total skips=104356) +[WARN] step=209657 skipped: non-finite grad (total_norm=nan, total skips=104357) +[WARN] step=209658 skipped: non-finite grad (total_norm=inf, total skips=104358) +[WARN] step=209659 skipped: non-finite grad (total_norm=inf, total skips=104359) +[WARN] step=209660 skipped: non-finite grad (total_norm=inf, total skips=104360) +[WARN] step=209661 skipped: non-finite grad (total_norm=inf, total skips=104361) +[WARN] step=209662 skipped: non-finite grad (total_norm=inf, total skips=104362) +[WARN] step=209663 skipped: non-finite grad (total_norm=inf, total skips=104363) +[WARN] step=209664 skipped: non-finite grad (total_norm=inf, total skips=104364) +[WARN] step=209665 skipped: non-finite grad (total_norm=inf, total skips=104365) +[WARN] step=209666 skipped: non-finite grad (total_norm=nan, total skips=104366) +[WARN] step=209667 skipped: non-finite grad (total_norm=nan, total skips=104367) +[WARN] step=209668 skipped: non-finite grad (total_norm=inf, total skips=104368) +[WARN] step=209669 skipped: non-finite grad (total_norm=inf, total skips=104369) 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total skips=104430) +[WARN] step=209731 skipped: non-finite grad (total_norm=inf, total skips=104431) +[WARN] step=209732 skipped: non-finite grad (total_norm=inf, total skips=104432) +[WARN] step=209733 skipped: non-finite grad (total_norm=inf, total skips=104433) +[WARN] step=209734 skipped: non-finite grad (total_norm=nan, total skips=104434) +[WARN] step=209735 skipped: non-finite grad (total_norm=inf, total skips=104435) +[WARN] step=209736 skipped: non-finite grad (total_norm=inf, total skips=104436) +[WARN] step=209737 skipped: non-finite grad (total_norm=inf, total skips=104437) +[WARN] step=209738 skipped: non-finite grad (total_norm=inf, total skips=104438) +[WARN] step=209739 skipped: non-finite grad (total_norm=inf, total skips=104439) +[WARN] step=209740 skipped: non-finite grad (total_norm=nan, total skips=104440) +[WARN] step=209741 skipped: non-finite grad (total_norm=inf, total skips=104441) +[WARN] step=209742 skipped: non-finite grad (total_norm=inf, total 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total skips=104600) +[WARN] step=209901 skipped: non-finite grad (total_norm=nan, total skips=104601) +[WARN] step=209902 skipped: non-finite grad (total_norm=inf, total skips=104602) +[WARN] step=209903 skipped: non-finite grad (total_norm=nan, total skips=104603) +[WARN] step=209904 skipped: non-finite grad (total_norm=inf, total skips=104604) +[WARN] step=209905 skipped: non-finite grad (total_norm=inf, total skips=104605) +[WARN] step=209906 skipped: non-finite grad (total_norm=nan, total skips=104606) +[WARN] step=209907 skipped: non-finite grad (total_norm=inf, total skips=104607) +[WARN] step=209908 skipped: non-finite grad (total_norm=inf, total skips=104608) +[WARN] step=209909 skipped: non-finite grad (total_norm=nan, total skips=104609) +[WARN] step=209910 skipped: non-finite grad (total_norm=inf, total skips=104610) +[WARN] step=209911 skipped: non-finite grad (total_norm=inf, total skips=104611) +[WARN] step=209912 skipped: non-finite grad (total_norm=nan, total 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total skips=104685) +[WARN] step=209986 skipped: non-finite grad (total_norm=nan, total skips=104686) +[WARN] step=209987 skipped: non-finite grad (total_norm=inf, total skips=104687) +[WARN] step=209988 skipped: non-finite grad (total_norm=inf, total skips=104688) +[WARN] step=209989 skipped: non-finite grad (total_norm=inf, total skips=104689) +[WARN] step=209990 skipped: non-finite grad (total_norm=inf, total skips=104690) +[WARN] step=209991 skipped: non-finite grad (total_norm=nan, total skips=104691) +[WARN] step=209992 skipped: non-finite grad (total_norm=nan, total skips=104692) +[WARN] step=209993 skipped: non-finite grad (total_norm=nan, total skips=104693) +[WARN] step=209994 skipped: non-finite grad (total_norm=nan, total skips=104694) +[WARN] step=209995 skipped: non-finite grad (total_norm=inf, total skips=104695) +[WARN] step=209996 skipped: non-finite grad (total_norm=inf, total skips=104696) +[WARN] step=209997 skipped: non-finite grad (total_norm=inf, total 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total skips=104855) +[WARN] step=210156 skipped: non-finite grad (total_norm=nan, total skips=104856) +[WARN] step=210157 skipped: non-finite grad (total_norm=nan, total skips=104857) +[WARN] step=210158 skipped: non-finite grad (total_norm=nan, total skips=104858) +[WARN] step=210159 skipped: non-finite grad (total_norm=inf, total skips=104859) +[WARN] step=210160 skipped: non-finite grad (total_norm=nan, total skips=104860) +[WARN] step=210161 skipped: non-finite grad (total_norm=inf, total skips=104861) +[WARN] step=210162 skipped: non-finite grad (total_norm=inf, total skips=104862) +[WARN] step=210163 skipped: non-finite grad (total_norm=inf, total skips=104863) +[WARN] step=210164 skipped: non-finite grad (total_norm=nan, total skips=104864) +[WARN] step=210165 skipped: non-finite grad (total_norm=nan, total skips=104865) +[WARN] step=210166 skipped: non-finite grad (total_norm=inf, total skips=104866) +[WARN] step=210167 skipped: non-finite grad (total_norm=inf, total 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total skips=105110) +[WARN] step=210411 skipped: non-finite grad (total_norm=inf, total skips=105111) +[WARN] step=210412 skipped: non-finite grad (total_norm=inf, total skips=105112) +[WARN] step=210413 skipped: non-finite grad (total_norm=inf, total skips=105113) +[WARN] step=210414 skipped: non-finite grad (total_norm=inf, total skips=105114) +[WARN] step=210415 skipped: non-finite grad (total_norm=inf, total skips=105115) +[WARN] step=210416 skipped: non-finite grad (total_norm=inf, total skips=105116) +[WARN] step=210417 skipped: non-finite grad (total_norm=inf, total skips=105117) +[WARN] step=210418 skipped: non-finite grad (total_norm=nan, total skips=105118) +[WARN] step=210419 skipped: non-finite grad (total_norm=inf, total skips=105119) +[WARN] step=210420 skipped: non-finite grad (total_norm=inf, total skips=105120) +[WARN] step=210421 skipped: non-finite grad (total_norm=inf, total skips=105121) +[WARN] step=210422 skipped: non-finite grad (total_norm=inf, total 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skipped: non-finite grad (total_norm=inf, total skips=105159) +[WARN] step=210460 skipped: non-finite grad (total_norm=inf, total skips=105160) +[WARN] step=210461 skipped: non-finite grad (total_norm=inf, total skips=105161) +[WARN] step=210462 skipped: non-finite grad (total_norm=inf, total skips=105162) +[WARN] step=210463 skipped: non-finite grad (total_norm=inf, total skips=105163) +[WARN] step=210464 skipped: non-finite grad (total_norm=inf, total skips=105164) +[WARN] step=210465 skipped: non-finite grad (total_norm=nan, total skips=105165) +[WARN] step=210466 skipped: non-finite grad (total_norm=nan, total skips=105166) +[WARN] step=210467 skipped: non-finite grad (total_norm=nan, total skips=105167) +[WARN] step=210468 skipped: non-finite grad (total_norm=inf, total skips=105168) +[WARN] step=210469 skipped: non-finite grad (total_norm=nan, total skips=105169) +[WARN] step=210470 skipped: non-finite grad (total_norm=inf, total skips=105170) +[WARN] step=210471 skipped: 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total skips=105195) +[WARN] step=210496 skipped: non-finite grad (total_norm=nan, total skips=105196) +[WARN] step=210497 skipped: non-finite grad (total_norm=inf, total skips=105197) +[WARN] step=210498 skipped: non-finite grad (total_norm=inf, total skips=105198) +[WARN] step=210499 skipped: non-finite grad (total_norm=nan, total skips=105199) +[WARN] step=210500 skipped: non-finite grad (total_norm=nan, total skips=105200) +[WARN] step=210501 skipped: non-finite grad (total_norm=inf, total skips=105201) +[WARN] step=210502 skipped: non-finite grad (total_norm=nan, total skips=105202) +[WARN] step=210503 skipped: non-finite grad (total_norm=nan, total skips=105203) +[WARN] step=210504 skipped: non-finite grad (total_norm=inf, total skips=105204) +[WARN] step=210505 skipped: non-finite grad (total_norm=nan, total skips=105205) +[WARN] step=210506 skipped: non-finite grad (total_norm=nan, total skips=105206) +[WARN] step=210507 skipped: non-finite grad (total_norm=inf, total 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total skips=105365) +[WARN] step=210666 skipped: non-finite grad (total_norm=inf, total skips=105366) +[WARN] step=210667 skipped: non-finite grad (total_norm=inf, total skips=105367) +[WARN] step=210668 skipped: non-finite grad (total_norm=inf, total skips=105368) +[WARN] step=210669 skipped: non-finite grad (total_norm=inf, total skips=105369) +[WARN] step=210670 skipped: non-finite grad (total_norm=inf, total skips=105370) +[WARN] step=210671 skipped: non-finite grad (total_norm=inf, total skips=105371) +[WARN] step=210672 skipped: non-finite grad (total_norm=inf, total skips=105372) +[WARN] step=210673 skipped: non-finite grad (total_norm=inf, total skips=105373) +[WARN] step=210674 skipped: non-finite grad (total_norm=inf, total skips=105374) +[WARN] step=210675 skipped: non-finite grad (total_norm=inf, total skips=105375) +[WARN] step=210676 skipped: non-finite grad (total_norm=nan, total skips=105376) +[WARN] step=210677 skipped: non-finite grad (total_norm=inf, total 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total skips=105450) +[WARN] step=210751 skipped: non-finite grad (total_norm=inf, total skips=105451) +[WARN] step=210752 skipped: non-finite grad (total_norm=inf, total skips=105452) +[WARN] step=210753 skipped: non-finite grad (total_norm=inf, total skips=105453) +[WARN] step=210754 skipped: non-finite grad (total_norm=inf, total skips=105454) +[WARN] step=210755 skipped: non-finite grad (total_norm=inf, total skips=105455) +[WARN] step=210756 skipped: non-finite grad (total_norm=inf, total skips=105456) +[WARN] step=210757 skipped: non-finite grad (total_norm=inf, total skips=105457) +[WARN] step=210758 skipped: non-finite grad (total_norm=nan, total skips=105458) +[WARN] step=210759 skipped: non-finite grad (total_norm=inf, total skips=105459) +[WARN] step=210760 skipped: non-finite grad (total_norm=inf, total skips=105460) +[WARN] step=210761 skipped: non-finite grad (total_norm=inf, total skips=105461) +[WARN] step=210762 skipped: non-finite grad (total_norm=nan, total skips=105462) +[WARN] step=210763 skipped: non-finite grad (total_norm=inf, total skips=105463) +[WARN] step=210764 skipped: non-finite grad (total_norm=nan, total skips=105464) +[WARN] step=210765 skipped: non-finite grad (total_norm=inf, total skips=105465) +[WARN] step=210766 skipped: non-finite grad (total_norm=inf, total skips=105466) +[WARN] step=210767 skipped: non-finite grad (total_norm=inf, total skips=105467) +[WARN] step=210768 skipped: non-finite grad (total_norm=inf, total skips=105468) +[WARN] step=210769 skipped: non-finite grad (total_norm=inf, total skips=105469) +[WARN] step=210770 skipped: non-finite grad (total_norm=nan, total skips=105470) +[WARN] step=210771 skipped: non-finite grad (total_norm=nan, total skips=105471) +[WARN] step=210772 skipped: non-finite grad (total_norm=inf, total skips=105472) +[WARN] step=210773 skipped: non-finite grad (total_norm=inf, total skips=105473) +[WARN] step=210774 skipped: non-finite grad (total_norm=inf, total skips=105474) 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total skips=105620) +[WARN] step=210921 skipped: non-finite grad (total_norm=inf, total skips=105621) +[WARN] step=210922 skipped: non-finite grad (total_norm=inf, total skips=105622) +[WARN] step=210923 skipped: non-finite grad (total_norm=nan, total skips=105623) +[WARN] step=210924 skipped: non-finite grad (total_norm=inf, total skips=105624) +[WARN] step=210925 skipped: non-finite grad (total_norm=inf, total skips=105625) +[WARN] step=210926 skipped: non-finite grad (total_norm=inf, total skips=105626) +[WARN] step=210927 skipped: non-finite grad (total_norm=nan, total skips=105627) +[WARN] step=210928 skipped: non-finite grad (total_norm=inf, total skips=105628) +[WARN] step=210929 skipped: non-finite grad (total_norm=inf, total skips=105629) +[WARN] step=210930 skipped: non-finite grad (total_norm=nan, total skips=105630) +[WARN] step=210931 skipped: non-finite grad (total_norm=inf, total skips=105631) +[WARN] step=210932 skipped: non-finite grad (total_norm=nan, total 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total skips=105705) +[WARN] step=211006 skipped: non-finite grad (total_norm=nan, total skips=105706) +[WARN] step=211007 skipped: non-finite grad (total_norm=inf, total skips=105707) +[WARN] step=211008 skipped: non-finite grad (total_norm=inf, total skips=105708) +[WARN] step=211009 skipped: non-finite grad (total_norm=inf, total skips=105709) +[WARN] step=211010 skipped: non-finite grad (total_norm=nan, total skips=105710) +[WARN] step=211011 skipped: non-finite grad (total_norm=inf, total skips=105711) +[WARN] step=211012 skipped: non-finite grad (total_norm=inf, total skips=105712) +[WARN] step=211013 skipped: non-finite grad (total_norm=inf, total skips=105713) +[WARN] step=211014 skipped: non-finite grad (total_norm=nan, total skips=105714) +[WARN] step=211015 skipped: non-finite grad (total_norm=nan, total skips=105715) +[WARN] step=211016 skipped: non-finite grad (total_norm=nan, total skips=105716) +[WARN] step=211017 skipped: non-finite grad (total_norm=nan, total 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total skips=106130) +[WARN] step=211431 skipped: non-finite grad (total_norm=inf, total skips=106131) +[WARN] step=211432 skipped: non-finite grad (total_norm=inf, total skips=106132) +[WARN] step=211433 skipped: non-finite grad (total_norm=inf, total skips=106133) +[WARN] step=211434 skipped: non-finite grad (total_norm=inf, total skips=106134) +[WARN] step=211435 skipped: non-finite grad (total_norm=inf, total skips=106135) +[WARN] step=211436 skipped: non-finite grad (total_norm=inf, total skips=106136) +[WARN] step=211437 skipped: non-finite grad (total_norm=inf, total skips=106137) +[WARN] step=211438 skipped: non-finite grad (total_norm=nan, total skips=106138) +[WARN] step=211439 skipped: non-finite grad (total_norm=inf, total skips=106139) +[WARN] step=211440 skipped: non-finite grad (total_norm=inf, total skips=106140) +[WARN] step=211441 skipped: non-finite grad (total_norm=inf, total skips=106141) +[WARN] step=211442 skipped: non-finite grad (total_norm=inf, total 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total skips=106215) +[WARN] step=211516 skipped: non-finite grad (total_norm=inf, total skips=106216) +[WARN] step=211517 skipped: non-finite grad (total_norm=nan, total skips=106217) +[WARN] step=211518 skipped: non-finite grad (total_norm=inf, total skips=106218) +[WARN] step=211519 skipped: non-finite grad (total_norm=inf, total skips=106219) +[WARN] step=211520 skipped: non-finite grad (total_norm=inf, total skips=106220) +[WARN] step=211521 skipped: non-finite grad (total_norm=inf, total skips=106221) +[WARN] step=211522 skipped: non-finite grad (total_norm=nan, total skips=106222) +[WARN] step=211523 skipped: non-finite grad (total_norm=inf, total skips=106223) +[WARN] step=211524 skipped: non-finite grad (total_norm=nan, total skips=106224) +[WARN] step=211525 skipped: non-finite grad (total_norm=inf, total skips=106225) +[WARN] step=211526 skipped: non-finite grad (total_norm=inf, total skips=106226) +[WARN] step=211527 skipped: non-finite grad (total_norm=nan, total skips=106227) +[WARN] step=211528 skipped: non-finite grad (total_norm=inf, total skips=106228) +[WARN] step=211529 skipped: non-finite grad (total_norm=nan, total skips=106229) +[WARN] step=211530 skipped: non-finite grad (total_norm=nan, total skips=106230) +[WARN] step=211531 skipped: non-finite grad (total_norm=inf, total skips=106231) +[WARN] step=211532 skipped: non-finite grad (total_norm=inf, total skips=106232) +[WARN] step=211533 skipped: non-finite grad (total_norm=nan, total skips=106233) +[WARN] step=211534 skipped: non-finite grad (total_norm=inf, total skips=106234) +[WARN] step=211535 skipped: non-finite grad (total_norm=nan, total skips=106235) +[WARN] step=211536 skipped: non-finite grad (total_norm=inf, total skips=106236) +[WARN] step=211537 skipped: non-finite grad (total_norm=nan, total skips=106237) +[WARN] step=211538 skipped: non-finite grad (total_norm=inf, total skips=106238) +[WARN] step=211539 skipped: non-finite grad (total_norm=nan, total skips=106239) 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total skips=106300) +[WARN] step=211601 skipped: non-finite grad (total_norm=inf, total skips=106301) +[WARN] step=211602 skipped: non-finite grad (total_norm=inf, total skips=106302) +[WARN] step=211603 skipped: non-finite grad (total_norm=inf, total skips=106303) +[WARN] step=211604 skipped: non-finite grad (total_norm=inf, total skips=106304) +[WARN] step=211605 skipped: non-finite grad (total_norm=nan, total skips=106305) +[WARN] step=211606 skipped: non-finite grad (total_norm=nan, total skips=106306) +[WARN] step=211607 skipped: non-finite grad (total_norm=inf, total skips=106307) +[WARN] step=211608 skipped: non-finite grad (total_norm=inf, total skips=106308) +[WARN] step=211609 skipped: non-finite grad (total_norm=inf, total skips=106309) +[WARN] step=211610 skipped: non-finite grad (total_norm=inf, total skips=106310) +[WARN] step=211611 skipped: non-finite grad (total_norm=inf, total skips=106311) +[WARN] step=211612 skipped: non-finite grad (total_norm=inf, total 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total skips=106640) +[WARN] step=211941 skipped: non-finite grad (total_norm=nan, total skips=106641) +[WARN] step=211942 skipped: non-finite grad (total_norm=inf, total skips=106642) +[WARN] step=211943 skipped: non-finite grad (total_norm=inf, total skips=106643) +[WARN] step=211944 skipped: non-finite grad (total_norm=inf, total skips=106644) +[WARN] step=211945 skipped: non-finite grad (total_norm=inf, total skips=106645) +[WARN] step=211946 skipped: non-finite grad (total_norm=nan, total skips=106646) +[WARN] step=211947 skipped: non-finite grad (total_norm=inf, total skips=106647) +[WARN] step=211948 skipped: non-finite grad (total_norm=inf, total skips=106648) +[WARN] step=211949 skipped: non-finite grad (total_norm=inf, total skips=106649) +[WARN] step=211950 skipped: non-finite grad (total_norm=nan, total skips=106650) +[WARN] step=211951 skipped: non-finite grad (total_norm=inf, total skips=106651) +[WARN] step=211952 skipped: non-finite grad (total_norm=inf, total 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skipped: non-finite grad (total_norm=nan, total skips=106689) +[WARN] step=211990 skipped: non-finite grad (total_norm=inf, total skips=106690) +[WARN] step=211991 skipped: non-finite grad (total_norm=nan, total skips=106691) +[WARN] step=211992 skipped: non-finite grad (total_norm=nan, total skips=106692) +[WARN] step=211993 skipped: non-finite grad (total_norm=inf, total skips=106693) +[WARN] step=211994 skipped: non-finite grad (total_norm=inf, total skips=106694) +[WARN] step=211995 skipped: non-finite grad (total_norm=inf, total skips=106695) +[WARN] step=211996 skipped: non-finite grad (total_norm=nan, total skips=106696) +[WARN] step=211997 skipped: non-finite grad (total_norm=nan, total skips=106697) +[WARN] step=211998 skipped: non-finite grad (total_norm=nan, total skips=106698) +[WARN] step=211999 skipped: non-finite grad (total_norm=inf, total skips=106699) +[WARN] step=212000 skipped: non-finite grad (total_norm=nan, total skips=106700) +[WARN] step=212001 skipped: 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skips=106822) +[WARN] step=212123 skipped: non-finite grad (total_norm=inf, total skips=106823) +[WARN] step=212124 skipped: non-finite grad (total_norm=nan, total skips=106824) +[WARN] step=212125 skipped: non-finite grad (total_norm=inf, total skips=106825) +[WARN] step=212126 skipped: non-finite grad (total_norm=inf, total skips=106826) +[WARN] step=212127 skipped: non-finite grad (total_norm=nan, total skips=106827) +[WARN] step=212128 skipped: non-finite grad (total_norm=inf, total skips=106828) +[WARN] step=212129 skipped: non-finite grad (total_norm=inf, total skips=106829) +[WARN] step=212130 skipped: non-finite grad (total_norm=nan, total skips=106830) +[WARN] step=212131 skipped: non-finite grad (total_norm=nan, total skips=106831) +[WARN] step=212132 skipped: non-finite grad (total_norm=inf, total skips=106832) +[WARN] step=212133 skipped: non-finite grad (total_norm=inf, total skips=106833) +[WARN] step=212134 skipped: non-finite grad (total_norm=inf, total skips=106834) 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total skips=106895) +[WARN] step=212196 skipped: non-finite grad (total_norm=nan, total skips=106896) +[WARN] step=212197 skipped: non-finite grad (total_norm=inf, total skips=106897) +[WARN] step=212198 skipped: non-finite grad (total_norm=nan, total skips=106898) +[WARN] step=212199 skipped: non-finite grad (total_norm=nan, total skips=106899) +[WARN] step=212200 skipped: non-finite grad (total_norm=nan, total skips=106900) +[WARN] step=212201 skipped: non-finite grad (total_norm=nan, total skips=106901) +[WARN] step=212202 skipped: non-finite grad (total_norm=inf, total skips=106902) +[WARN] step=212203 skipped: non-finite grad (total_norm=nan, total skips=106903) +[WARN] step=212204 skipped: non-finite grad (total_norm=inf, total skips=106904) +[WARN] step=212205 skipped: non-finite grad (total_norm=inf, total skips=106905) +[WARN] step=212206 skipped: non-finite grad (total_norm=inf, total skips=106906) +[WARN] step=212207 skipped: non-finite grad (total_norm=nan, total skips=106907) +[WARN] step=212208 skipped: non-finite grad (total_norm=inf, total skips=106908) +[WARN] step=212209 skipped: non-finite grad (total_norm=inf, total skips=106909) +[WARN] step=212210 skipped: non-finite grad (total_norm=nan, total skips=106910) +[WARN] step=212211 skipped: non-finite grad (total_norm=nan, total skips=106911) +[WARN] step=212212 skipped: non-finite grad (total_norm=inf, total skips=106912) +[WARN] step=212213 skipped: non-finite grad (total_norm=inf, total skips=106913) +[WARN] step=212214 skipped: non-finite grad (total_norm=nan, total skips=106914) +[WARN] step=212215 skipped: non-finite grad (total_norm=nan, total skips=106915) +[WARN] step=212216 skipped: non-finite grad (total_norm=nan, total skips=106916) +[WARN] step=212217 skipped: non-finite grad (total_norm=inf, total skips=106917) +[WARN] step=212218 skipped: non-finite grad (total_norm=inf, total skips=106918) +[WARN] step=212219 skipped: non-finite grad (total_norm=inf, total skips=106919) +[WARN] step=212220 skipped: non-finite grad (total_norm=inf, total skips=106920) +[WARN] step=212221 skipped: non-finite grad (total_norm=inf, total skips=106921) +[WARN] step=212222 skipped: non-finite grad (total_norm=nan, total skips=106922) +[WARN] step=212223 skipped: non-finite grad (total_norm=inf, total skips=106923) +[WARN] step=212224 skipped: non-finite grad (total_norm=inf, total skips=106924) +[WARN] step=212225 skipped: non-finite grad (total_norm=inf, total skips=106925) +[WARN] step=212226 skipped: non-finite grad (total_norm=inf, total skips=106926) +[WARN] step=212227 skipped: non-finite grad (total_norm=nan, total skips=106927) +[WARN] step=212228 skipped: non-finite grad (total_norm=inf, total skips=106928) +[WARN] step=212229 skipped: non-finite grad (total_norm=nan, total skips=106929) +[WARN] step=212230 skipped: non-finite grad (total_norm=inf, total skips=106930) +[WARN] step=212231 skipped: non-finite grad (total_norm=inf, total skips=106931) +[WARN] step=212232 skipped: non-finite grad (total_norm=nan, total skips=106932) +[WARN] step=212233 skipped: non-finite grad (total_norm=inf, total skips=106933) +[WARN] step=212234 skipped: non-finite grad (total_norm=nan, total skips=106934) +[WARN] step=212235 skipped: non-finite grad (total_norm=inf, total skips=106935) +[WARN] step=212236 skipped: non-finite grad (total_norm=nan, total skips=106936) +[WARN] step=212237 skipped: non-finite grad (total_norm=inf, total skips=106937) +[WARN] step=212238 skipped: non-finite grad (total_norm=inf, total skips=106938) +[WARN] step=212239 skipped: non-finite grad (total_norm=inf, total skips=106939) +[WARN] step=212240 skipped: non-finite grad (total_norm=inf, total skips=106940) +[WARN] step=212241 skipped: non-finite grad (total_norm=nan, total skips=106941) +[WARN] step=212242 skipped: non-finite grad (total_norm=inf, total skips=106942) +[WARN] step=212243 skipped: non-finite grad (total_norm=inf, total skips=106943) +[WARN] step=212244 skipped: non-finite grad (total_norm=nan, total skips=106944) +[WARN] step=212245 skipped: non-finite grad (total_norm=nan, total skips=106945) +[WARN] step=212246 skipped: non-finite grad (total_norm=inf, total skips=106946) +[WARN] step=212247 skipped: non-finite grad (total_norm=inf, total skips=106947) +[WARN] step=212248 skipped: non-finite grad (total_norm=nan, total skips=106948) +[WARN] step=212249 skipped: non-finite grad (total_norm=inf, total skips=106949) +[WARN] step=212250 skipped: non-finite grad (total_norm=nan, total skips=106950) +[WARN] step=212251 skipped: non-finite grad (total_norm=inf, total skips=106951) +[WARN] step=212252 skipped: non-finite grad (total_norm=nan, total skips=106952) +[WARN] step=212253 skipped: non-finite grad (total_norm=inf, total skips=106953) +[WARN] step=212254 skipped: non-finite grad (total_norm=inf, total skips=106954) +[WARN] step=212255 skipped: non-finite grad (total_norm=nan, total skips=106955) +[WARN] step=212256 skipped: 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(total_norm=nan, total skips=106968) +[WARN] step=212269 skipped: non-finite grad (total_norm=nan, total skips=106969) +[WARN] step=212270 skipped: non-finite grad (total_norm=inf, total skips=106970) +[WARN] step=212271 skipped: non-finite grad (total_norm=inf, total skips=106971) +[WARN] step=212272 skipped: non-finite grad (total_norm=nan, total skips=106972) +[WARN] step=212273 skipped: non-finite grad (total_norm=inf, total skips=106973) +[WARN] step=212274 skipped: non-finite grad (total_norm=inf, total skips=106974) +[WARN] step=212275 skipped: non-finite grad (total_norm=inf, total skips=106975) +[WARN] step=212276 skipped: non-finite grad (total_norm=inf, total skips=106976) +[WARN] step=212277 skipped: non-finite grad (total_norm=inf, total skips=106977) +[WARN] step=212278 skipped: non-finite grad (total_norm=inf, total skips=106978) +[WARN] step=212279 skipped: non-finite grad (total_norm=nan, total skips=106979) +[WARN] step=212280 skipped: non-finite grad (total_norm=nan, total skips=106980) +[WARN] step=212281 skipped: non-finite grad (total_norm=nan, total skips=106981) +[WARN] step=212282 skipped: non-finite grad (total_norm=inf, total skips=106982) +[WARN] step=212283 skipped: non-finite grad (total_norm=inf, total skips=106983) +[WARN] step=212284 skipped: non-finite grad (total_norm=nan, total skips=106984) +[WARN] step=212285 skipped: non-finite grad (total_norm=inf, total skips=106985) +[WARN] step=212286 skipped: non-finite grad (total_norm=inf, total skips=106986) +[WARN] step=212287 skipped: non-finite grad (total_norm=nan, total skips=106987) +[WARN] step=212288 skipped: non-finite grad (total_norm=inf, total skips=106988) +[WARN] step=212289 skipped: non-finite grad (total_norm=nan, total skips=106989) +[WARN] step=212290 skipped: non-finite grad (total_norm=nan, total skips=106990) +[WARN] step=212291 skipped: non-finite grad (total_norm=inf, total skips=106991) +[WARN] step=212292 skipped: non-finite grad (total_norm=inf, total skips=106992) +[WARN] step=212293 skipped: non-finite grad (total_norm=inf, total skips=106993) +[WARN] step=212294 skipped: non-finite grad (total_norm=inf, total skips=106994) +[WARN] step=212295 skipped: non-finite grad (total_norm=nan, total skips=106995) +[WARN] step=212296 skipped: non-finite grad (total_norm=inf, total skips=106996) +[WARN] step=212297 skipped: non-finite grad (total_norm=inf, total skips=106997) +[WARN] step=212298 skipped: non-finite grad (total_norm=inf, total skips=106998) +[WARN] step=212299 skipped: non-finite grad (total_norm=inf, total skips=106999) +[WARN] step=212300 skipped: non-finite grad (total_norm=inf, total skips=107000) +[WARN] step=212301 skipped: non-finite grad (total_norm=inf, total skips=107001) +[WARN] step=212302 skipped: non-finite grad (total_norm=inf, total skips=107002) +[WARN] step=212303 skipped: non-finite grad (total_norm=inf, total skips=107003) +[WARN] step=212304 skipped: non-finite grad (total_norm=nan, total skips=107004) +[WARN] step=212305 skipped: non-finite grad (total_norm=nan, total skips=107005) +[WARN] step=212306 skipped: non-finite grad (total_norm=inf, total skips=107006) +[WARN] step=212307 skipped: non-finite grad (total_norm=inf, total skips=107007) +[WARN] step=212308 skipped: non-finite grad (total_norm=inf, total skips=107008) +[WARN] step=212309 skipped: non-finite grad (total_norm=nan, total skips=107009) +[WARN] step=212310 skipped: non-finite grad (total_norm=nan, total skips=107010) +[WARN] step=212311 skipped: non-finite grad (total_norm=inf, total skips=107011) +[WARN] step=212312 skipped: non-finite grad (total_norm=nan, total skips=107012) +[WARN] step=212313 skipped: non-finite grad (total_norm=nan, total skips=107013) +[WARN] step=212314 skipped: non-finite grad (total_norm=inf, total skips=107014) +[WARN] step=212315 skipped: non-finite grad (total_norm=inf, total skips=107015) +[WARN] step=212316 skipped: non-finite grad (total_norm=inf, total skips=107016) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=107029) +[WARN] step=212330 skipped: non-finite grad (total_norm=inf, total skips=107030) +[WARN] step=212331 skipped: non-finite grad (total_norm=inf, total skips=107031) +[WARN] step=212332 skipped: non-finite grad (total_norm=inf, total skips=107032) +[WARN] step=212333 skipped: non-finite grad (total_norm=inf, total skips=107033) +[WARN] step=212334 skipped: non-finite grad (total_norm=inf, total skips=107034) +[WARN] step=212335 skipped: non-finite grad (total_norm=nan, total skips=107035) +[WARN] step=212336 skipped: non-finite grad (total_norm=nan, total skips=107036) +[WARN] step=212337 skipped: non-finite grad (total_norm=inf, total skips=107037) +[WARN] step=212338 skipped: non-finite grad (total_norm=nan, total skips=107038) +[WARN] step=212339 skipped: non-finite grad (total_norm=inf, total skips=107039) +[WARN] step=212340 skipped: non-finite grad (total_norm=inf, total skips=107040) +[WARN] step=212341 skipped: 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total skips=107065) +[WARN] step=212366 skipped: non-finite grad (total_norm=inf, total skips=107066) +[WARN] step=212367 skipped: non-finite grad (total_norm=inf, total skips=107067) +[WARN] step=212368 skipped: non-finite grad (total_norm=inf, total skips=107068) +[WARN] step=212369 skipped: non-finite grad (total_norm=inf, total skips=107069) +[WARN] step=212370 skipped: non-finite grad (total_norm=inf, total skips=107070) +[WARN] step=212371 skipped: non-finite grad (total_norm=nan, total skips=107071) +[WARN] step=212372 skipped: non-finite grad (total_norm=nan, total skips=107072) +[WARN] step=212373 skipped: non-finite grad (total_norm=nan, total skips=107073) +[WARN] step=212374 skipped: non-finite grad (total_norm=inf, total skips=107074) +[WARN] step=212375 skipped: non-finite grad (total_norm=inf, total skips=107075) +[WARN] step=212376 skipped: non-finite grad (total_norm=nan, total skips=107076) +[WARN] step=212377 skipped: non-finite grad (total_norm=inf, total skips=107077) +[WARN] step=212378 skipped: non-finite grad (total_norm=nan, total skips=107078) +[WARN] step=212379 skipped: non-finite grad (total_norm=inf, total skips=107079) +[WARN] step=212380 skipped: non-finite grad (total_norm=inf, total skips=107080) +[WARN] step=212381 skipped: non-finite grad (total_norm=inf, total skips=107081) +[WARN] step=212382 skipped: non-finite grad (total_norm=nan, total skips=107082) +[WARN] step=212383 skipped: non-finite grad (total_norm=inf, total skips=107083) +[WARN] step=212384 skipped: non-finite grad (total_norm=nan, total skips=107084) +[WARN] step=212385 skipped: non-finite grad (total_norm=inf, total skips=107085) +[WARN] step=212386 skipped: non-finite grad (total_norm=nan, total skips=107086) +[WARN] step=212387 skipped: non-finite grad (total_norm=inf, total skips=107087) +[WARN] step=212388 skipped: non-finite grad (total_norm=inf, total skips=107088) +[WARN] step=212389 skipped: non-finite grad (total_norm=inf, total skips=107089) 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total skips=107150) +[WARN] step=212451 skipped: non-finite grad (total_norm=inf, total skips=107151) +[WARN] step=212452 skipped: non-finite grad (total_norm=inf, total skips=107152) +[WARN] step=212453 skipped: non-finite grad (total_norm=nan, total skips=107153) +[WARN] step=212454 skipped: non-finite grad (total_norm=nan, total skips=107154) +[WARN] step=212455 skipped: non-finite grad (total_norm=inf, total skips=107155) +[WARN] step=212456 skipped: non-finite grad (total_norm=inf, total skips=107156) +[WARN] step=212457 skipped: non-finite grad (total_norm=nan, total skips=107157) +[WARN] step=212458 skipped: non-finite grad (total_norm=inf, total skips=107158) +[WARN] step=212459 skipped: non-finite grad (total_norm=nan, total skips=107159) +[WARN] step=212460 skipped: non-finite grad (total_norm=nan, total skips=107160) +[WARN] step=212461 skipped: non-finite grad (total_norm=inf, total skips=107161) +[WARN] step=212462 skipped: non-finite grad (total_norm=inf, total skips=107162) +[WARN] step=212463 skipped: non-finite grad (total_norm=inf, total skips=107163) +[WARN] step=212464 skipped: non-finite grad (total_norm=inf, total skips=107164) +[WARN] step=212465 skipped: non-finite grad (total_norm=nan, total skips=107165) +[WARN] step=212466 skipped: non-finite grad (total_norm=inf, total skips=107166) +[WARN] step=212467 skipped: non-finite grad (total_norm=nan, total skips=107167) +[WARN] step=212468 skipped: non-finite grad (total_norm=inf, total skips=107168) +[WARN] step=212469 skipped: non-finite grad (total_norm=nan, total skips=107169) +[WARN] step=212470 skipped: non-finite grad (total_norm=inf, total skips=107170) +[WARN] step=212471 skipped: non-finite grad (total_norm=inf, total skips=107171) +[WARN] step=212472 skipped: non-finite grad (total_norm=inf, total skips=107172) +[WARN] step=212473 skipped: non-finite grad (total_norm=inf, total skips=107173) +[WARN] step=212474 skipped: non-finite grad (total_norm=inf, total skips=107174) +[WARN] step=212475 skipped: non-finite grad (total_norm=inf, total skips=107175) +[WARN] step=212476 skipped: non-finite grad (total_norm=nan, total skips=107176) +[WARN] step=212477 skipped: non-finite grad (total_norm=nan, total skips=107177) +[WARN] step=212478 skipped: non-finite grad (total_norm=inf, total skips=107178) +[WARN] step=212479 skipped: non-finite grad (total_norm=inf, total skips=107179) +[WARN] step=212480 skipped: non-finite grad (total_norm=nan, total skips=107180) +[WARN] step=212481 skipped: non-finite grad (total_norm=inf, total skips=107181) +[WARN] step=212482 skipped: non-finite grad (total_norm=inf, total skips=107182) +[WARN] step=212483 skipped: non-finite grad (total_norm=inf, total skips=107183) +[WARN] step=212484 skipped: non-finite grad (total_norm=nan, total skips=107184) +[WARN] step=212485 skipped: non-finite grad (total_norm=nan, total skips=107185) +[WARN] step=212486 skipped: non-finite grad (total_norm=inf, total skips=107186) +[WARN] step=212487 skipped: non-finite grad (total_norm=inf, total skips=107187) +[WARN] step=212488 skipped: non-finite grad (total_norm=inf, total skips=107188) +[WARN] step=212489 skipped: non-finite grad (total_norm=nan, total skips=107189) +[WARN] step=212490 skipped: non-finite grad (total_norm=inf, total skips=107190) +[WARN] step=212491 skipped: non-finite grad (total_norm=nan, total skips=107191) +[WARN] step=212492 skipped: non-finite grad (total_norm=inf, total skips=107192) +[WARN] step=212493 skipped: non-finite grad (total_norm=nan, total skips=107193) +[WARN] step=212494 skipped: non-finite grad (total_norm=inf, total skips=107194) +[WARN] step=212495 skipped: non-finite grad (total_norm=nan, total skips=107195) +[WARN] step=212496 skipped: non-finite grad (total_norm=inf, total skips=107196) +[WARN] step=212497 skipped: non-finite grad (total_norm=nan, total skips=107197) +[WARN] step=212498 skipped: non-finite grad (total_norm=inf, total skips=107198) +[WARN] step=212499 skipped: non-finite grad (total_norm=inf, total skips=107199) +[WARN] step=212500 skipped: non-finite grad (total_norm=inf, total skips=107200) +[WARN] step=212501 skipped: non-finite grad (total_norm=inf, total skips=107201) +[WARN] step=212502 skipped: non-finite grad (total_norm=inf, total skips=107202) +[WARN] step=212503 skipped: non-finite grad (total_norm=inf, total skips=107203) +[WARN] step=212504 skipped: non-finite grad (total_norm=nan, total skips=107204) +[WARN] step=212505 skipped: non-finite grad (total_norm=nan, total skips=107205) +[WARN] step=212506 skipped: non-finite grad (total_norm=inf, total skips=107206) +[WARN] step=212507 skipped: non-finite grad (total_norm=inf, total skips=107207) +[WARN] step=212508 skipped: non-finite grad (total_norm=inf, total skips=107208) +[WARN] step=212509 skipped: non-finite grad (total_norm=inf, total skips=107209) +[WARN] step=212510 skipped: non-finite grad (total_norm=inf, total skips=107210) +[WARN] step=212511 skipped: 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(total_norm=inf, total skips=107223) +[WARN] step=212524 skipped: non-finite grad (total_norm=inf, total skips=107224) +[WARN] step=212525 skipped: non-finite grad (total_norm=nan, total skips=107225) +[WARN] step=212526 skipped: non-finite grad (total_norm=nan, total skips=107226) +[WARN] step=212527 skipped: non-finite grad (total_norm=nan, total skips=107227) +[WARN] step=212528 skipped: non-finite grad (total_norm=inf, total skips=107228) +[WARN] step=212529 skipped: non-finite grad (total_norm=inf, total skips=107229) +[WARN] step=212530 skipped: non-finite grad (total_norm=inf, total skips=107230) +[WARN] step=212531 skipped: non-finite grad (total_norm=inf, total skips=107231) +[WARN] step=212532 skipped: non-finite grad (total_norm=nan, total skips=107232) +[WARN] step=212533 skipped: non-finite grad (total_norm=inf, total skips=107233) +[WARN] step=212534 skipped: non-finite grad (total_norm=inf, total skips=107234) +[WARN] step=212535 skipped: non-finite grad (total_norm=nan, total skips=107235) +[WARN] step=212536 skipped: non-finite grad (total_norm=nan, total skips=107236) +[WARN] step=212537 skipped: non-finite grad (total_norm=inf, total skips=107237) +[WARN] step=212538 skipped: non-finite grad (total_norm=inf, total skips=107238) +[WARN] step=212539 skipped: non-finite grad (total_norm=inf, total skips=107239) +[WARN] step=212540 skipped: non-finite grad (total_norm=nan, total skips=107240) +[WARN] step=212541 skipped: non-finite grad (total_norm=inf, total skips=107241) +[WARN] step=212542 skipped: non-finite grad (total_norm=nan, total skips=107242) +[WARN] step=212543 skipped: non-finite grad (total_norm=inf, total skips=107243) +[WARN] step=212544 skipped: non-finite grad (total_norm=nan, total skips=107244) +[WARN] step=212545 skipped: non-finite grad (total_norm=inf, total skips=107245) +[WARN] step=212546 skipped: non-finite grad (total_norm=inf, total skips=107246) +[WARN] step=212547 skipped: non-finite grad (total_norm=nan, total skips=107247) +[WARN] step=212548 skipped: non-finite grad (total_norm=inf, total skips=107248) +[WARN] step=212549 skipped: non-finite grad (total_norm=inf, total skips=107249) +[WARN] step=212550 skipped: non-finite grad (total_norm=inf, total skips=107250) +[WARN] step=212551 skipped: non-finite grad (total_norm=nan, total skips=107251) +[WARN] step=212552 skipped: non-finite grad (total_norm=inf, total skips=107252) +[WARN] step=212553 skipped: non-finite grad (total_norm=nan, total skips=107253) +[WARN] step=212554 skipped: non-finite grad (total_norm=inf, total skips=107254) +[WARN] step=212555 skipped: non-finite grad (total_norm=nan, total skips=107255) +[WARN] step=212556 skipped: non-finite grad (total_norm=nan, total skips=107256) +[WARN] step=212557 skipped: non-finite grad (total_norm=inf, total skips=107257) +[WARN] step=212558 skipped: non-finite grad (total_norm=nan, total skips=107258) +[WARN] step=212559 skipped: non-finite grad (total_norm=inf, total skips=107259) +[WARN] step=212560 skipped: non-finite grad (total_norm=nan, total skips=107260) +[WARN] step=212561 skipped: non-finite grad (total_norm=inf, total skips=107261) +[WARN] step=212562 skipped: non-finite grad (total_norm=inf, total skips=107262) +[WARN] step=212563 skipped: non-finite grad (total_norm=nan, total skips=107263) +[WARN] step=212564 skipped: non-finite grad (total_norm=inf, total skips=107264) +[WARN] step=212565 skipped: non-finite grad (total_norm=inf, total skips=107265) +[WARN] step=212566 skipped: non-finite grad (total_norm=inf, total skips=107266) +[WARN] step=212567 skipped: non-finite grad (total_norm=inf, total skips=107267) +[WARN] step=212568 skipped: non-finite grad (total_norm=nan, total skips=107268) +[WARN] step=212569 skipped: non-finite grad (total_norm=inf, total skips=107269) +[WARN] step=212570 skipped: non-finite grad (total_norm=inf, total skips=107270) +[WARN] step=212571 skipped: non-finite grad (total_norm=nan, total skips=107271) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=107284) +[WARN] step=212585 skipped: non-finite grad (total_norm=nan, total skips=107285) +[WARN] step=212586 skipped: non-finite grad (total_norm=inf, total skips=107286) +[WARN] step=212587 skipped: non-finite grad (total_norm=nan, total skips=107287) +[WARN] step=212588 skipped: non-finite grad (total_norm=inf, total skips=107288) +[WARN] step=212589 skipped: non-finite grad (total_norm=inf, total skips=107289) +[WARN] step=212590 skipped: non-finite grad (total_norm=inf, total skips=107290) +[WARN] step=212591 skipped: non-finite grad (total_norm=inf, total skips=107291) +[WARN] step=212592 skipped: non-finite grad (total_norm=nan, total skips=107292) +[WARN] step=212593 skipped: non-finite grad (total_norm=inf, total skips=107293) +[WARN] step=212594 skipped: non-finite grad (total_norm=nan, total skips=107294) +[WARN] step=212595 skipped: non-finite grad (total_norm=inf, total skips=107295) +[WARN] step=212596 skipped: 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total skips=107320) +[WARN] step=212621 skipped: non-finite grad (total_norm=nan, total skips=107321) +[WARN] step=212622 skipped: non-finite grad (total_norm=nan, total skips=107322) +[WARN] step=212623 skipped: non-finite grad (total_norm=nan, total skips=107323) +[WARN] step=212624 skipped: non-finite grad (total_norm=inf, total skips=107324) +[WARN] step=212625 skipped: non-finite grad (total_norm=nan, total skips=107325) +[WARN] step=212626 skipped: non-finite grad (total_norm=inf, total skips=107326) +[WARN] step=212627 skipped: non-finite grad (total_norm=nan, total skips=107327) +[WARN] step=212628 skipped: non-finite grad (total_norm=inf, total skips=107328) +[WARN] step=212629 skipped: non-finite grad (total_norm=inf, total skips=107329) +[WARN] step=212630 skipped: non-finite grad (total_norm=nan, total skips=107330) +[WARN] step=212631 skipped: non-finite grad (total_norm=inf, total skips=107331) +[WARN] step=212632 skipped: non-finite grad (total_norm=inf, total skips=107332) +[WARN] step=212633 skipped: non-finite grad (total_norm=nan, total skips=107333) +[WARN] step=212634 skipped: non-finite grad (total_norm=nan, total skips=107334) +[WARN] step=212635 skipped: non-finite grad (total_norm=inf, total skips=107335) +[WARN] step=212636 skipped: non-finite grad (total_norm=inf, total skips=107336) +[WARN] step=212637 skipped: non-finite grad (total_norm=nan, total skips=107337) +[WARN] step=212638 skipped: non-finite grad (total_norm=inf, total skips=107338) +[WARN] step=212639 skipped: non-finite grad (total_norm=nan, total skips=107339) +[WARN] step=212640 skipped: non-finite grad (total_norm=inf, total skips=107340) +[WARN] step=212641 skipped: non-finite grad (total_norm=inf, total skips=107341) +[WARN] step=212642 skipped: non-finite grad (total_norm=nan, total skips=107342) +[WARN] step=212643 skipped: non-finite grad (total_norm=inf, total skips=107343) +[WARN] step=212644 skipped: non-finite grad (total_norm=nan, total skips=107344) 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(total_norm=inf, total skips=107393) +[WARN] step=212694 skipped: non-finite grad (total_norm=inf, total skips=107394) +[WARN] step=212695 skipped: non-finite grad (total_norm=inf, total skips=107395) +[WARN] step=212696 skipped: non-finite grad (total_norm=inf, total skips=107396) +[WARN] step=212697 skipped: non-finite grad (total_norm=inf, total skips=107397) +[WARN] step=212698 skipped: non-finite grad (total_norm=inf, total skips=107398) +[WARN] step=212699 skipped: non-finite grad (total_norm=inf, total skips=107399) +[WARN] step=212700 skipped: non-finite grad (total_norm=inf, total skips=107400) +[WARN] step=212701 skipped: non-finite grad (total_norm=inf, total skips=107401) +[WARN] step=212702 skipped: non-finite grad (total_norm=nan, total skips=107402) +[WARN] step=212703 skipped: non-finite grad (total_norm=inf, total skips=107403) +[WARN] step=212704 skipped: non-finite grad (total_norm=inf, total skips=107404) +[WARN] step=212705 skipped: non-finite grad (total_norm=inf, total skips=107405) +[WARN] step=212706 skipped: non-finite grad (total_norm=nan, total skips=107406) +[WARN] step=212707 skipped: non-finite grad (total_norm=inf, total skips=107407) +[WARN] step=212708 skipped: non-finite grad (total_norm=inf, total skips=107408) +[WARN] step=212709 skipped: non-finite grad (total_norm=inf, total skips=107409) +[WARN] step=212710 skipped: non-finite grad (total_norm=inf, total skips=107410) +[WARN] step=212711 skipped: non-finite grad (total_norm=inf, total skips=107411) +[WARN] step=212712 skipped: non-finite grad (total_norm=inf, total skips=107412) +[WARN] step=212713 skipped: non-finite grad (total_norm=inf, total skips=107413) +[WARN] step=212714 skipped: non-finite grad (total_norm=inf, total skips=107414) +[WARN] step=212715 skipped: non-finite grad (total_norm=inf, total skips=107415) +[WARN] step=212716 skipped: non-finite grad (total_norm=inf, total skips=107416) +[WARN] step=212717 skipped: non-finite grad (total_norm=inf, total skips=107417) +[WARN] step=212718 skipped: non-finite grad (total_norm=inf, total skips=107418) +[WARN] step=212719 skipped: non-finite grad (total_norm=nan, total skips=107419) +[WARN] step=212720 skipped: non-finite grad (total_norm=nan, total skips=107420) +[WARN] step=212721 skipped: non-finite grad (total_norm=inf, total skips=107421) +[WARN] step=212722 skipped: non-finite grad (total_norm=inf, total skips=107422) +[WARN] step=212723 skipped: non-finite grad (total_norm=inf, total skips=107423) +[WARN] step=212724 skipped: non-finite grad (total_norm=inf, total skips=107424) +[WARN] step=212725 skipped: non-finite grad (total_norm=inf, total skips=107425) +[WARN] step=212726 skipped: non-finite grad (total_norm=inf, total skips=107426) +[WARN] step=212727 skipped: non-finite grad (total_norm=inf, total skips=107427) +[WARN] step=212728 skipped: non-finite grad (total_norm=nan, total skips=107428) +[WARN] step=212729 skipped: non-finite grad (total_norm=inf, total skips=107429) +[WARN] step=212730 skipped: non-finite grad (total_norm=nan, total skips=107430) +[WARN] step=212731 skipped: non-finite grad (total_norm=nan, total skips=107431) +[WARN] step=212732 skipped: non-finite grad (total_norm=inf, total skips=107432) +[WARN] step=212733 skipped: non-finite grad (total_norm=nan, total skips=107433) +[WARN] step=212734 skipped: non-finite grad (total_norm=inf, total skips=107434) +[WARN] step=212735 skipped: non-finite grad (total_norm=nan, total skips=107435) +[WARN] step=212736 skipped: non-finite grad (total_norm=inf, total skips=107436) +[WARN] step=212737 skipped: non-finite grad (total_norm=nan, total skips=107437) +[WARN] step=212738 skipped: non-finite grad (total_norm=inf, total skips=107438) +[WARN] step=212739 skipped: non-finite grad (total_norm=inf, total skips=107439) +[WARN] step=212740 skipped: non-finite grad (total_norm=inf, total skips=107440) +[WARN] step=212741 skipped: non-finite grad (total_norm=inf, total skips=107441) +[WARN] 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skipped: non-finite grad (total_norm=nan, total skips=107454) +[WARN] step=212755 skipped: non-finite grad (total_norm=inf, total skips=107455) +[WARN] step=212756 skipped: non-finite grad (total_norm=inf, total skips=107456) +[WARN] step=212757 skipped: non-finite grad (total_norm=inf, total skips=107457) +[WARN] step=212758 skipped: non-finite grad (total_norm=inf, total skips=107458) +[WARN] step=212759 skipped: non-finite grad (total_norm=inf, total skips=107459) +[WARN] step=212760 skipped: non-finite grad (total_norm=inf, total skips=107460) +[WARN] step=212761 skipped: non-finite grad (total_norm=nan, total skips=107461) +[WARN] step=212762 skipped: non-finite grad (total_norm=inf, total skips=107462) +[WARN] step=212763 skipped: non-finite grad (total_norm=nan, total skips=107463) +[WARN] step=212764 skipped: non-finite grad (total_norm=nan, total skips=107464) +[WARN] step=212765 skipped: non-finite grad (total_norm=inf, total skips=107465) +[WARN] step=212766 skipped: 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(total_norm=nan, total skips=107478) +[WARN] step=212779 skipped: non-finite grad (total_norm=inf, total skips=107479) +[WARN] step=212780 skipped: non-finite grad (total_norm=inf, total skips=107480) +[WARN] step=212781 skipped: non-finite grad (total_norm=inf, total skips=107481) +[WARN] step=212782 skipped: non-finite grad (total_norm=inf, total skips=107482) +[WARN] step=212783 skipped: non-finite grad (total_norm=inf, total skips=107483) +[WARN] step=212784 skipped: non-finite grad (total_norm=inf, total skips=107484) +[WARN] step=212785 skipped: non-finite grad (total_norm=inf, total skips=107485) +[WARN] step=212786 skipped: non-finite grad (total_norm=inf, total skips=107486) +[WARN] step=212787 skipped: non-finite grad (total_norm=nan, total skips=107487) +[WARN] step=212788 skipped: non-finite grad (total_norm=inf, total skips=107488) +[WARN] step=212789 skipped: non-finite grad (total_norm=inf, total skips=107489) +[WARN] step=212790 skipped: non-finite grad (total_norm=inf, total skips=107490) +[WARN] step=212791 skipped: non-finite grad (total_norm=inf, total skips=107491) +[WARN] step=212792 skipped: non-finite grad (total_norm=inf, total skips=107492) +[WARN] step=212793 skipped: non-finite grad (total_norm=nan, total skips=107493) +[WARN] step=212794 skipped: non-finite grad (total_norm=inf, total skips=107494) +[WARN] step=212795 skipped: non-finite grad (total_norm=nan, total skips=107495) +[WARN] step=212796 skipped: non-finite grad (total_norm=nan, total skips=107496) +[WARN] step=212797 skipped: non-finite grad (total_norm=inf, total skips=107497) +[WARN] step=212798 skipped: non-finite grad (total_norm=inf, total skips=107498) +[WARN] step=212799 skipped: non-finite grad (total_norm=nan, total skips=107499) +[WARN] step=212800 skipped: non-finite grad (total_norm=inf, total skips=107500) +[WARN] step=212801 skipped: non-finite grad (total_norm=nan, total skips=107501) +[WARN] step=212802 skipped: non-finite grad (total_norm=nan, total skips=107502) +[WARN] step=212803 skipped: non-finite grad (total_norm=nan, total skips=107503) +[WARN] step=212804 skipped: non-finite grad (total_norm=inf, total skips=107504) +[WARN] step=212805 skipped: non-finite grad (total_norm=nan, total skips=107505) +[WARN] step=212806 skipped: non-finite grad (total_norm=nan, total skips=107506) +[WARN] step=212807 skipped: non-finite grad (total_norm=inf, total skips=107507) +[WARN] step=212808 skipped: non-finite grad (total_norm=inf, total skips=107508) +[WARN] step=212809 skipped: non-finite grad (total_norm=nan, total skips=107509) +[WARN] step=212810 skipped: non-finite grad (total_norm=inf, total skips=107510) +[WARN] step=212811 skipped: non-finite grad (total_norm=inf, total skips=107511) +[WARN] step=212812 skipped: non-finite grad (total_norm=inf, total skips=107512) +[WARN] step=212813 skipped: non-finite grad (total_norm=inf, total skips=107513) +[WARN] step=212814 skipped: non-finite grad (total_norm=inf, total skips=107514) 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skipped: non-finite grad (total_norm=inf, total skips=107539) +[WARN] step=212840 skipped: non-finite grad (total_norm=nan, total skips=107540) +[WARN] step=212841 skipped: non-finite grad (total_norm=inf, total skips=107541) +[WARN] step=212842 skipped: non-finite grad (total_norm=inf, total skips=107542) +[WARN] step=212843 skipped: non-finite grad (total_norm=inf, total skips=107543) +[WARN] step=212844 skipped: non-finite grad (total_norm=nan, total skips=107544) +[WARN] step=212845 skipped: non-finite grad (total_norm=nan, total skips=107545) +[WARN] step=212846 skipped: non-finite grad (total_norm=inf, total skips=107546) +[WARN] step=212847 skipped: non-finite grad (total_norm=nan, total skips=107547) +[WARN] step=212848 skipped: non-finite grad (total_norm=inf, total skips=107548) +[WARN] step=212849 skipped: non-finite grad (total_norm=inf, total skips=107549) +[WARN] step=212850 skipped: non-finite grad (total_norm=nan, total skips=107550) +[WARN] step=212851 skipped: 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total skips=107575) +[WARN] step=212876 skipped: non-finite grad (total_norm=nan, total skips=107576) +[WARN] step=212877 skipped: non-finite grad (total_norm=inf, total skips=107577) +[WARN] step=212878 skipped: non-finite grad (total_norm=inf, total skips=107578) +[WARN] step=212879 skipped: non-finite grad (total_norm=nan, total skips=107579) +[WARN] step=212880 skipped: non-finite grad (total_norm=nan, total skips=107580) +[WARN] step=212881 skipped: non-finite grad (total_norm=nan, total skips=107581) +[WARN] step=212882 skipped: non-finite grad (total_norm=inf, total skips=107582) +[WARN] step=212883 skipped: non-finite grad (total_norm=inf, total skips=107583) +[WARN] step=212884 skipped: non-finite grad (total_norm=inf, total skips=107584) +[WARN] step=212885 skipped: non-finite grad (total_norm=inf, total skips=107585) +[WARN] step=212886 skipped: non-finite grad (total_norm=inf, total skips=107586) +[WARN] step=212887 skipped: non-finite grad (total_norm=nan, total skips=107587) +[WARN] step=212888 skipped: non-finite grad (total_norm=inf, total skips=107588) +[WARN] step=212889 skipped: non-finite grad (total_norm=inf, total skips=107589) +[WARN] step=212890 skipped: non-finite grad (total_norm=inf, total skips=107590) +[WARN] step=212891 skipped: non-finite grad (total_norm=nan, total skips=107591) +[WARN] step=212892 skipped: non-finite grad (total_norm=inf, total skips=107592) +[WARN] step=212893 skipped: non-finite grad (total_norm=inf, total skips=107593) +[WARN] step=212894 skipped: non-finite grad (total_norm=nan, total skips=107594) +[WARN] step=212895 skipped: non-finite grad (total_norm=inf, total skips=107595) +[WARN] step=212896 skipped: non-finite grad (total_norm=inf, total skips=107596) +[WARN] step=212897 skipped: non-finite grad (total_norm=inf, total skips=107597) +[WARN] step=212898 skipped: non-finite grad (total_norm=inf, total skips=107598) +[WARN] step=212899 skipped: non-finite grad (total_norm=nan, total skips=107599) 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(total_norm=inf, total skips=107648) +[WARN] step=212949 skipped: non-finite grad (total_norm=nan, total skips=107649) +[WARN] step=212950 skipped: non-finite grad (total_norm=inf, total skips=107650) +[WARN] step=212951 skipped: non-finite grad (total_norm=inf, total skips=107651) +[WARN] step=212952 skipped: non-finite grad (total_norm=inf, total skips=107652) +[WARN] step=212953 skipped: non-finite grad (total_norm=nan, total skips=107653) +[WARN] step=212954 skipped: non-finite grad (total_norm=inf, total skips=107654) +[WARN] step=212955 skipped: non-finite grad (total_norm=nan, total skips=107655) +[WARN] step=212956 skipped: non-finite grad (total_norm=nan, total skips=107656) +[WARN] step=212957 skipped: non-finite grad (total_norm=inf, total skips=107657) +[WARN] step=212958 skipped: non-finite grad (total_norm=inf, total skips=107658) +[WARN] step=212959 skipped: non-finite grad (total_norm=nan, total skips=107659) +[WARN] step=212960 skipped: non-finite grad (total_norm=inf, total skips=107660) +[WARN] step=212961 skipped: non-finite grad (total_norm=nan, total skips=107661) +[WARN] step=212962 skipped: non-finite grad (total_norm=inf, total skips=107662) +[WARN] step=212963 skipped: non-finite grad (total_norm=inf, total skips=107663) +[WARN] step=212964 skipped: non-finite grad (total_norm=inf, total skips=107664) +[WARN] step=212965 skipped: non-finite grad (total_norm=inf, total skips=107665) +[WARN] step=212966 skipped: non-finite grad (total_norm=nan, total skips=107666) +[WARN] step=212967 skipped: non-finite grad (total_norm=nan, total skips=107667) +[WARN] step=212968 skipped: non-finite grad (total_norm=inf, total skips=107668) +[WARN] step=212969 skipped: non-finite grad (total_norm=inf, total skips=107669) +[WARN] step=212970 skipped: non-finite grad (total_norm=inf, total skips=107670) +[WARN] step=212971 skipped: non-finite grad (total_norm=inf, total skips=107671) +[WARN] step=212972 skipped: non-finite grad (total_norm=inf, total skips=107672) +[WARN] step=212973 skipped: non-finite grad (total_norm=nan, total skips=107673) +[WARN] step=212974 skipped: non-finite grad (total_norm=nan, total skips=107674) +[WARN] step=212975 skipped: non-finite grad (total_norm=inf, total skips=107675) +[WARN] step=212976 skipped: non-finite grad (total_norm=inf, total skips=107676) +[WARN] step=212977 skipped: non-finite grad (total_norm=nan, total skips=107677) +[WARN] step=212978 skipped: non-finite grad (total_norm=nan, total skips=107678) +[WARN] step=212979 skipped: non-finite grad (total_norm=inf, total skips=107679) +[WARN] step=212980 skipped: non-finite grad (total_norm=inf, total skips=107680) +[WARN] step=212981 skipped: non-finite grad (total_norm=nan, total skips=107681) +[WARN] step=212982 skipped: non-finite grad (total_norm=inf, total skips=107682) +[WARN] step=212983 skipped: non-finite grad (total_norm=inf, total skips=107683) +[WARN] step=212984 skipped: non-finite grad (total_norm=nan, total skips=107684) +[WARN] step=212985 skipped: non-finite grad (total_norm=nan, total skips=107685) +[WARN] step=212986 skipped: non-finite grad (total_norm=nan, total skips=107686) +[WARN] step=212987 skipped: non-finite grad (total_norm=inf, total skips=107687) +[WARN] step=212988 skipped: non-finite grad (total_norm=inf, total skips=107688) +[WARN] step=212989 skipped: non-finite grad (total_norm=inf, total skips=107689) +[WARN] step=212990 skipped: non-finite grad (total_norm=nan, total skips=107690) +[WARN] step=212991 skipped: non-finite grad (total_norm=nan, total skips=107691) +[WARN] step=212992 skipped: non-finite grad (total_norm=inf, total skips=107692) +[WARN] step=212993 skipped: non-finite grad (total_norm=inf, total skips=107693) +[WARN] step=212994 skipped: non-finite grad (total_norm=inf, total skips=107694) +[WARN] step=212995 skipped: non-finite grad (total_norm=nan, total skips=107695) +[WARN] step=212996 skipped: non-finite grad (total_norm=inf, total skips=107696) +[WARN] step=212997 skipped: non-finite grad (total_norm=nan, total skips=107697) +[WARN] step=212998 skipped: non-finite grad (total_norm=inf, total skips=107698) +[WARN] step=212999 skipped: non-finite grad (total_norm=nan, total skips=107699) +[WARN] step=213000 skipped: non-finite grad (total_norm=nan, total skips=107700) +[WARN] step=213001 skipped: non-finite grad (total_norm=inf, total skips=107701) +[WARN] step=213002 skipped: non-finite grad (total_norm=nan, total skips=107702) +[WARN] step=213003 skipped: non-finite grad (total_norm=inf, total skips=107703) +[WARN] step=213004 skipped: non-finite grad (total_norm=nan, total skips=107704) +[WARN] step=213005 skipped: non-finite grad (total_norm=inf, total skips=107705) +[WARN] step=213006 skipped: non-finite grad (total_norm=inf, total skips=107706) +[WARN] step=213007 skipped: non-finite grad (total_norm=nan, total skips=107707) +[WARN] step=213008 skipped: non-finite grad (total_norm=inf, total skips=107708) +[WARN] step=213009 skipped: non-finite grad (total_norm=inf, total skips=107709) +[WARN] step=213010 skipped: non-finite grad (total_norm=nan, total skips=107710) +[WARN] step=213011 skipped: non-finite grad (total_norm=nan, total skips=107711) +[WARN] step=213012 skipped: non-finite grad (total_norm=nan, total skips=107712) +[WARN] step=213013 skipped: non-finite grad (total_norm=inf, total skips=107713) +[WARN] step=213014 skipped: non-finite grad (total_norm=nan, total skips=107714) +[WARN] step=213015 skipped: non-finite grad (total_norm=nan, total skips=107715) +[WARN] step=213016 skipped: non-finite grad (total_norm=inf, total skips=107716) +[WARN] step=213017 skipped: non-finite grad (total_norm=nan, total skips=107717) +[WARN] step=213018 skipped: non-finite grad (total_norm=inf, total skips=107718) +[WARN] step=213019 skipped: non-finite grad (total_norm=inf, total skips=107719) +[WARN] step=213020 skipped: non-finite grad (total_norm=inf, total skips=107720) +[WARN] step=213021 skipped: 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(total_norm=inf, total skips=107733) +[WARN] step=213034 skipped: non-finite grad (total_norm=inf, total skips=107734) +[WARN] step=213035 skipped: non-finite grad (total_norm=nan, total skips=107735) +[WARN] step=213036 skipped: non-finite grad (total_norm=inf, total skips=107736) +[WARN] step=213037 skipped: non-finite grad (total_norm=inf, total skips=107737) +[WARN] step=213038 skipped: non-finite grad (total_norm=inf, total skips=107738) +[WARN] step=213039 skipped: non-finite grad (total_norm=inf, total skips=107739) +[WARN] step=213040 skipped: non-finite grad (total_norm=inf, total skips=107740) +[WARN] step=213041 skipped: non-finite grad (total_norm=inf, total skips=107741) +[WARN] step=213042 skipped: non-finite grad (total_norm=inf, total skips=107742) +[WARN] step=213043 skipped: non-finite grad (total_norm=inf, total skips=107743) +[WARN] step=213044 skipped: non-finite grad (total_norm=nan, total skips=107744) +[WARN] step=213045 skipped: non-finite grad (total_norm=nan, total skips=107745) +[WARN] step=213046 skipped: non-finite grad (total_norm=nan, total skips=107746) +[WARN] step=213047 skipped: non-finite grad (total_norm=inf, total skips=107747) +[WARN] step=213048 skipped: non-finite grad (total_norm=inf, total skips=107748) +[WARN] step=213049 skipped: non-finite grad (total_norm=inf, total skips=107749) +[WARN] step=213050 skipped: non-finite grad (total_norm=inf, total skips=107750) +[WARN] step=213051 skipped: non-finite grad (total_norm=nan, total skips=107751) +[WARN] step=213052 skipped: non-finite grad (total_norm=inf, total skips=107752) +[WARN] step=213053 skipped: non-finite grad (total_norm=inf, total skips=107753) +[WARN] step=213054 skipped: non-finite grad (total_norm=inf, total skips=107754) +[WARN] step=213055 skipped: non-finite grad (total_norm=inf, total skips=107755) +[WARN] step=213056 skipped: non-finite grad (total_norm=nan, total skips=107756) +[WARN] step=213057 skipped: non-finite grad (total_norm=inf, total skips=107757) +[WARN] step=213058 skipped: non-finite grad (total_norm=inf, total skips=107758) +[WARN] step=213059 skipped: non-finite grad (total_norm=inf, total skips=107759) +[WARN] step=213060 skipped: non-finite grad (total_norm=inf, total skips=107760) +[WARN] step=213061 skipped: non-finite grad (total_norm=nan, total skips=107761) +[WARN] step=213062 skipped: non-finite grad (total_norm=inf, total skips=107762) +[WARN] step=213063 skipped: non-finite grad (total_norm=inf, total skips=107763) +[WARN] step=213064 skipped: non-finite grad (total_norm=inf, total skips=107764) +[WARN] step=213065 skipped: non-finite grad (total_norm=inf, total skips=107765) +[WARN] step=213066 skipped: non-finite grad (total_norm=inf, total skips=107766) +[WARN] step=213067 skipped: non-finite grad (total_norm=nan, total skips=107767) +[WARN] step=213068 skipped: non-finite grad (total_norm=inf, total skips=107768) +[WARN] step=213069 skipped: non-finite grad (total_norm=inf, total skips=107769) 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skipped: non-finite grad (total_norm=inf, total skips=107794) +[WARN] step=213095 skipped: non-finite grad (total_norm=inf, total skips=107795) +[WARN] step=213096 skipped: non-finite grad (total_norm=inf, total skips=107796) +[WARN] step=213097 skipped: non-finite grad (total_norm=inf, total skips=107797) +[WARN] step=213098 skipped: non-finite grad (total_norm=nan, total skips=107798) +[WARN] step=213099 skipped: non-finite grad (total_norm=inf, total skips=107799) +[WARN] step=213100 skipped: non-finite grad (total_norm=inf, total skips=107800) +[WARN] step=213101 skipped: non-finite grad (total_norm=inf, total skips=107801) +[WARN] step=213102 skipped: non-finite grad (total_norm=inf, total skips=107802) +[WARN] step=213103 skipped: non-finite grad (total_norm=inf, total skips=107803) +[WARN] step=213104 skipped: non-finite grad (total_norm=inf, total skips=107804) +[WARN] step=213105 skipped: non-finite grad (total_norm=inf, total skips=107805) +[WARN] step=213106 skipped: 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total skips=107830) +[WARN] step=213131 skipped: non-finite grad (total_norm=inf, total skips=107831) +[WARN] step=213132 skipped: non-finite grad (total_norm=inf, total skips=107832) +[WARN] step=213133 skipped: non-finite grad (total_norm=inf, total skips=107833) +[WARN] step=213134 skipped: non-finite grad (total_norm=nan, total skips=107834) +[WARN] step=213135 skipped: non-finite grad (total_norm=nan, total skips=107835) +[WARN] step=213136 skipped: non-finite grad (total_norm=nan, total skips=107836) +[WARN] step=213137 skipped: non-finite grad (total_norm=nan, total skips=107837) +[WARN] step=213138 skipped: non-finite grad (total_norm=nan, total skips=107838) +[WARN] step=213139 skipped: non-finite grad (total_norm=inf, total skips=107839) +[WARN] step=213140 skipped: non-finite grad (total_norm=inf, total skips=107840) +[WARN] step=213141 skipped: non-finite grad (total_norm=inf, total skips=107841) +[WARN] step=213142 skipped: non-finite grad (total_norm=inf, total skips=107842) +[WARN] step=213143 skipped: non-finite grad (total_norm=inf, total skips=107843) +[WARN] step=213144 skipped: non-finite grad (total_norm=nan, total skips=107844) +[WARN] step=213145 skipped: non-finite grad (total_norm=inf, total skips=107845) +[WARN] step=213146 skipped: non-finite grad (total_norm=nan, total skips=107846) +[WARN] step=213147 skipped: non-finite grad (total_norm=inf, total skips=107847) +[WARN] step=213148 skipped: non-finite grad (total_norm=inf, total skips=107848) +[WARN] step=213149 skipped: non-finite grad (total_norm=inf, total skips=107849) +[WARN] step=213150 skipped: non-finite grad (total_norm=nan, total skips=107850) +[WARN] step=213151 skipped: non-finite grad (total_norm=inf, total skips=107851) +[WARN] step=213152 skipped: non-finite grad (total_norm=inf, total skips=107852) +[WARN] step=213153 skipped: non-finite grad (total_norm=inf, total skips=107853) +[WARN] step=213154 skipped: non-finite grad (total_norm=inf, total skips=107854) 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total skips=107915) +[WARN] step=213216 skipped: non-finite grad (total_norm=nan, total skips=107916) +[WARN] step=213217 skipped: non-finite grad (total_norm=inf, total skips=107917) +[WARN] step=213218 skipped: non-finite grad (total_norm=nan, total skips=107918) +[WARN] step=213219 skipped: non-finite grad (total_norm=inf, total skips=107919) +[WARN] step=213220 skipped: non-finite grad (total_norm=inf, total skips=107920) +[WARN] step=213221 skipped: non-finite grad (total_norm=inf, total skips=107921) +[WARN] step=213222 skipped: non-finite grad (total_norm=inf, total skips=107922) +[WARN] step=213223 skipped: non-finite grad (total_norm=inf, total skips=107923) +[WARN] step=213224 skipped: non-finite grad (total_norm=nan, total skips=107924) +[WARN] step=213225 skipped: non-finite grad (total_norm=inf, total skips=107925) +[WARN] step=213226 skipped: non-finite grad (total_norm=nan, total skips=107926) +[WARN] step=213227 skipped: non-finite grad (total_norm=inf, total skips=107927) +[WARN] step=213228 skipped: non-finite grad (total_norm=inf, total skips=107928) +[WARN] step=213229 skipped: non-finite grad (total_norm=nan, total skips=107929) +[WARN] step=213230 skipped: non-finite grad (total_norm=inf, total skips=107930) +[WARN] step=213231 skipped: non-finite grad (total_norm=nan, total skips=107931) +[WARN] step=213232 skipped: non-finite grad (total_norm=inf, total skips=107932) +[WARN] step=213233 skipped: non-finite grad (total_norm=inf, total skips=107933) +[WARN] step=213234 skipped: non-finite grad (total_norm=inf, total skips=107934) +[WARN] step=213235 skipped: non-finite grad (total_norm=nan, total skips=107935) +[WARN] step=213236 skipped: non-finite grad (total_norm=nan, total skips=107936) +[WARN] step=213237 skipped: non-finite grad (total_norm=inf, total skips=107937) +[WARN] step=213238 skipped: non-finite grad (total_norm=inf, total skips=107938) +[WARN] step=213239 skipped: non-finite grad (total_norm=inf, total skips=107939) 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skipped: non-finite grad (total_norm=nan, total skips=107964) +[WARN] step=213265 skipped: non-finite grad (total_norm=nan, total skips=107965) +[WARN] step=213266 skipped: non-finite grad (total_norm=inf, total skips=107966) +[WARN] step=213267 skipped: non-finite grad (total_norm=inf, total skips=107967) +[WARN] step=213268 skipped: non-finite grad (total_norm=nan, total skips=107968) +[WARN] step=213269 skipped: non-finite grad (total_norm=nan, total skips=107969) +[WARN] step=213270 skipped: non-finite grad (total_norm=inf, total skips=107970) +[WARN] step=213271 skipped: non-finite grad (total_norm=nan, total skips=107971) +[WARN] step=213272 skipped: non-finite grad (total_norm=nan, total skips=107972) +[WARN] step=213273 skipped: non-finite grad (total_norm=inf, total skips=107973) +[WARN] step=213274 skipped: non-finite grad (total_norm=inf, total skips=107974) +[WARN] step=213275 skipped: non-finite grad (total_norm=inf, total skips=107975) +[WARN] step=213276 skipped: 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total skips=108000) +[WARN] step=213301 skipped: non-finite grad (total_norm=inf, total skips=108001) +[WARN] step=213302 skipped: non-finite grad (total_norm=nan, total skips=108002) +[WARN] step=213303 skipped: non-finite grad (total_norm=inf, total skips=108003) +[WARN] step=213304 skipped: non-finite grad (total_norm=nan, total skips=108004) +[WARN] step=213305 skipped: non-finite grad (total_norm=inf, total skips=108005) +[WARN] step=213306 skipped: non-finite grad (total_norm=nan, total skips=108006) +[WARN] step=213307 skipped: non-finite grad (total_norm=nan, total skips=108007) +[WARN] step=213308 skipped: non-finite grad (total_norm=nan, total skips=108008) +[WARN] step=213309 skipped: non-finite grad (total_norm=nan, total skips=108009) +[WARN] step=213310 skipped: non-finite grad (total_norm=nan, total skips=108010) +[WARN] step=213311 skipped: non-finite grad (total_norm=inf, total skips=108011) +[WARN] step=213312 skipped: non-finite grad (total_norm=inf, total 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total skips=108085) +[WARN] step=213386 skipped: non-finite grad (total_norm=inf, total skips=108086) +[WARN] step=213387 skipped: non-finite grad (total_norm=nan, total skips=108087) +[WARN] step=213388 skipped: non-finite grad (total_norm=inf, total skips=108088) +[WARN] step=213389 skipped: non-finite grad (total_norm=nan, total skips=108089) +[WARN] step=213390 skipped: non-finite grad (total_norm=inf, total skips=108090) +[WARN] step=213391 skipped: non-finite grad (total_norm=inf, total skips=108091) +[WARN] step=213392 skipped: non-finite grad (total_norm=nan, total skips=108092) +[WARN] step=213393 skipped: non-finite grad (total_norm=inf, total skips=108093) +[WARN] step=213394 skipped: non-finite grad (total_norm=inf, total skips=108094) +[WARN] step=213395 skipped: non-finite grad (total_norm=nan, total skips=108095) +[WARN] step=213396 skipped: non-finite grad (total_norm=inf, total skips=108096) +[WARN] step=213397 skipped: non-finite grad (total_norm=inf, total skips=108097) +[WARN] step=213398 skipped: non-finite grad (total_norm=inf, total skips=108098) +[WARN] step=213399 skipped: non-finite grad (total_norm=inf, total skips=108099) +[WARN] step=213400 skipped: non-finite grad (total_norm=inf, total skips=108100) +[WARN] step=213401 skipped: non-finite grad (total_norm=nan, total skips=108101) +[WARN] step=213402 skipped: non-finite grad (total_norm=nan, total skips=108102) +[WARN] step=213403 skipped: non-finite grad (total_norm=inf, total skips=108103) +[WARN] step=213404 skipped: non-finite grad (total_norm=inf, total skips=108104) +[WARN] step=213405 skipped: non-finite grad (total_norm=inf, total skips=108105) +[WARN] step=213406 skipped: non-finite grad (total_norm=nan, total skips=108106) +[WARN] step=213407 skipped: non-finite grad (total_norm=nan, total skips=108107) +[WARN] step=213408 skipped: non-finite grad (total_norm=inf, total skips=108108) +[WARN] step=213409 skipped: non-finite grad (total_norm=inf, total skips=108109) 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skipped: non-finite grad (total_norm=nan, total skips=108134) +[WARN] step=213435 skipped: non-finite grad (total_norm=nan, total skips=108135) +[WARN] step=213436 skipped: non-finite grad (total_norm=inf, total skips=108136) +[WARN] step=213437 skipped: non-finite grad (total_norm=inf, total skips=108137) +[WARN] step=213438 skipped: non-finite grad (total_norm=inf, total skips=108138) +[WARN] step=213439 skipped: non-finite grad (total_norm=nan, total skips=108139) +[WARN] step=213440 skipped: non-finite grad (total_norm=inf, total skips=108140) +[WARN] step=213441 skipped: non-finite grad (total_norm=inf, total skips=108141) +[WARN] step=213442 skipped: non-finite grad (total_norm=nan, total skips=108142) +[WARN] step=213443 skipped: non-finite grad (total_norm=inf, total skips=108143) +[WARN] step=213444 skipped: non-finite grad (total_norm=inf, total skips=108144) +[WARN] step=213445 skipped: non-finite grad (total_norm=nan, total skips=108145) +[WARN] step=213446 skipped: 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(total_norm=inf, total skips=108158) +[WARN] step=213459 skipped: non-finite grad (total_norm=nan, total skips=108159) +[WARN] step=213460 skipped: non-finite grad (total_norm=inf, total skips=108160) +[WARN] step=213461 skipped: non-finite grad (total_norm=nan, total skips=108161) +[WARN] step=213462 skipped: non-finite grad (total_norm=inf, total skips=108162) +[WARN] step=213463 skipped: non-finite grad (total_norm=inf, total skips=108163) +[WARN] step=213464 skipped: non-finite grad (total_norm=nan, total skips=108164) +[WARN] step=213465 skipped: non-finite grad (total_norm=inf, total skips=108165) +[WARN] step=213466 skipped: non-finite grad (total_norm=inf, total skips=108166) +[WARN] step=213467 skipped: non-finite grad (total_norm=inf, total skips=108167) +[WARN] step=213468 skipped: non-finite grad (total_norm=nan, total skips=108168) +[WARN] step=213469 skipped: non-finite grad (total_norm=nan, total skips=108169) +[WARN] step=213470 skipped: non-finite grad (total_norm=inf, total skips=108170) +[WARN] step=213471 skipped: non-finite grad (total_norm=nan, total skips=108171) +[WARN] step=213472 skipped: non-finite grad (total_norm=nan, total skips=108172) +[WARN] step=213473 skipped: non-finite grad (total_norm=inf, total skips=108173) +[WARN] step=213474 skipped: non-finite grad (total_norm=inf, total skips=108174) +[WARN] step=213475 skipped: non-finite grad (total_norm=nan, total skips=108175) +[WARN] step=213476 skipped: non-finite grad (total_norm=inf, total skips=108176) +[WARN] step=213477 skipped: non-finite grad (total_norm=inf, total skips=108177) +[WARN] step=213478 skipped: non-finite grad (total_norm=nan, total skips=108178) +[WARN] step=213479 skipped: non-finite grad (total_norm=inf, total skips=108179) +[WARN] step=213480 skipped: non-finite grad (total_norm=inf, total skips=108180) +[WARN] step=213481 skipped: non-finite grad (total_norm=nan, total skips=108181) +[WARN] step=213482 skipped: non-finite grad (total_norm=inf, total skips=108182) +[WARN] step=213483 skipped: non-finite grad (total_norm=nan, total skips=108183) +[WARN] step=213484 skipped: non-finite grad (total_norm=inf, total skips=108184) +[WARN] step=213485 skipped: non-finite grad (total_norm=inf, total skips=108185) +[WARN] step=213486 skipped: non-finite grad (total_norm=inf, total skips=108186) +[WARN] step=213487 skipped: non-finite grad (total_norm=inf, total skips=108187) +[WARN] step=213488 skipped: non-finite grad (total_norm=inf, total skips=108188) +[WARN] step=213489 skipped: non-finite grad (total_norm=inf, total skips=108189) +[WARN] step=213490 skipped: non-finite grad (total_norm=nan, total skips=108190) +[WARN] step=213491 skipped: non-finite grad (total_norm=nan, total skips=108191) +[WARN] step=213492 skipped: non-finite grad (total_norm=inf, total skips=108192) +[WARN] step=213493 skipped: non-finite grad (total_norm=nan, total skips=108193) +[WARN] step=213494 skipped: non-finite grad (total_norm=inf, total skips=108194) +[WARN] step=213495 skipped: non-finite grad (total_norm=inf, total skips=108195) +[WARN] step=213496 skipped: non-finite grad (total_norm=inf, total skips=108196) +[WARN] step=213497 skipped: non-finite grad (total_norm=inf, total skips=108197) +[WARN] step=213498 skipped: non-finite grad (total_norm=nan, total skips=108198) +[WARN] step=213499 skipped: non-finite grad (total_norm=nan, total skips=108199) +[WARN] step=213500 skipped: non-finite grad (total_norm=nan, total skips=108200) +[WARN] step=213501 skipped: non-finite grad (total_norm=inf, total skips=108201) +[WARN] step=213502 skipped: non-finite grad (total_norm=inf, total skips=108202) +[WARN] step=213503 skipped: non-finite grad (total_norm=nan, total skips=108203) +[WARN] step=213504 skipped: non-finite grad (total_norm=inf, total skips=108204) +[WARN] step=213505 skipped: non-finite grad (total_norm=nan, total skips=108205) +[WARN] step=213506 skipped: non-finite grad (total_norm=inf, total skips=108206) +[WARN] step=213507 skipped: non-finite grad (total_norm=inf, total skips=108207) +[WARN] step=213508 skipped: non-finite grad (total_norm=nan, total skips=108208) +[WARN] step=213509 skipped: non-finite grad (total_norm=inf, total skips=108209) +[WARN] step=213510 skipped: non-finite grad (total_norm=nan, total skips=108210) +[WARN] step=213511 skipped: non-finite grad (total_norm=nan, total skips=108211) +[WARN] step=213512 skipped: non-finite grad (total_norm=inf, total skips=108212) +[WARN] step=213513 skipped: non-finite grad (total_norm=nan, total skips=108213) +[WARN] step=213514 skipped: non-finite grad (total_norm=nan, total skips=108214) +[WARN] step=213515 skipped: non-finite grad (total_norm=nan, total skips=108215) +[WARN] step=213516 skipped: non-finite grad (total_norm=nan, total skips=108216) +[WARN] step=213517 skipped: non-finite grad (total_norm=nan, total skips=108217) +[WARN] step=213518 skipped: non-finite grad (total_norm=inf, total skips=108218) +[WARN] step=213519 skipped: non-finite grad (total_norm=inf, total skips=108219) +[WARN] step=213520 skipped: non-finite grad (total_norm=inf, total skips=108220) +[WARN] step=213521 skipped: non-finite grad (total_norm=inf, total skips=108221) +[WARN] step=213522 skipped: non-finite grad (total_norm=nan, total skips=108222) +[WARN] step=213523 skipped: non-finite grad (total_norm=inf, total skips=108223) +[WARN] step=213524 skipped: non-finite grad (total_norm=nan, total skips=108224) +[WARN] step=213525 skipped: non-finite grad (total_norm=inf, total skips=108225) +[WARN] step=213526 skipped: non-finite grad (total_norm=nan, total skips=108226) +[WARN] step=213527 skipped: non-finite grad (total_norm=inf, total skips=108227) +[WARN] step=213528 skipped: non-finite grad (total_norm=inf, total skips=108228) +[WARN] step=213529 skipped: non-finite grad (total_norm=nan, total skips=108229) +[WARN] step=213530 skipped: non-finite grad (total_norm=nan, total skips=108230) +[WARN] step=213531 skipped: non-finite grad (total_norm=nan, total skips=108231) +[WARN] step=213532 skipped: non-finite grad (total_norm=inf, total skips=108232) +[WARN] step=213533 skipped: non-finite grad (total_norm=nan, total skips=108233) +[WARN] step=213534 skipped: non-finite grad (total_norm=inf, total skips=108234) +[WARN] step=213535 skipped: non-finite grad (total_norm=inf, total skips=108235) +[WARN] step=213536 skipped: non-finite grad (total_norm=inf, total skips=108236) +[WARN] step=213537 skipped: non-finite grad (total_norm=inf, total skips=108237) +[WARN] step=213538 skipped: non-finite grad (total_norm=nan, total skips=108238) +[WARN] step=213539 skipped: non-finite grad (total_norm=inf, total skips=108239) +[WARN] step=213540 skipped: non-finite grad (total_norm=inf, total skips=108240) +[WARN] step=213541 skipped: non-finite grad (total_norm=inf, total skips=108241) +[WARN] step=213542 skipped: non-finite grad (total_norm=inf, total skips=108242) +[WARN] step=213543 skipped: non-finite grad (total_norm=nan, total skips=108243) +[WARN] step=213544 skipped: non-finite grad (total_norm=inf, total skips=108244) +[WARN] step=213545 skipped: non-finite grad (total_norm=inf, total skips=108245) +[WARN] step=213546 skipped: non-finite grad (total_norm=nan, total skips=108246) +[WARN] step=213547 skipped: non-finite grad (total_norm=inf, total skips=108247) +[WARN] step=213548 skipped: non-finite grad (total_norm=nan, total skips=108248) +[WARN] step=213549 skipped: non-finite grad (total_norm=inf, total skips=108249) +[WARN] step=213550 skipped: non-finite grad (total_norm=inf, total skips=108250) +[WARN] step=213551 skipped: non-finite grad (total_norm=nan, total skips=108251) +[WARN] step=213552 skipped: non-finite grad (total_norm=inf, total skips=108252) +[WARN] step=213553 skipped: non-finite grad (total_norm=inf, total skips=108253) +[WARN] step=213554 skipped: non-finite grad (total_norm=nan, total skips=108254) +[WARN] step=213555 skipped: non-finite grad (total_norm=nan, total skips=108255) +[WARN] step=213556 skipped: non-finite grad (total_norm=inf, total skips=108256) +[WARN] step=213557 skipped: non-finite grad (total_norm=nan, total skips=108257) +[WARN] step=213558 skipped: non-finite grad (total_norm=inf, total skips=108258) +[WARN] step=213559 skipped: non-finite grad (total_norm=nan, total skips=108259) +[WARN] step=213560 skipped: non-finite grad (total_norm=nan, total skips=108260) +[WARN] step=213561 skipped: non-finite grad (total_norm=inf, total skips=108261) +[WARN] step=213562 skipped: non-finite grad (total_norm=inf, total skips=108262) +[WARN] step=213563 skipped: non-finite grad (total_norm=inf, total skips=108263) +[WARN] step=213564 skipped: non-finite grad (total_norm=nan, total skips=108264) +[WARN] step=213565 skipped: non-finite grad (total_norm=inf, total skips=108265) +[WARN] step=213566 skipped: non-finite grad (total_norm=inf, total skips=108266) +[WARN] step=213567 skipped: non-finite grad (total_norm=nan, total skips=108267) +[WARN] step=213568 skipped: non-finite grad (total_norm=inf, total skips=108268) +[WARN] step=213569 skipped: non-finite grad (total_norm=inf, total skips=108269) +[WARN] step=213570 skipped: non-finite grad (total_norm=inf, total skips=108270) +[WARN] step=213571 skipped: non-finite grad (total_norm=nan, total skips=108271) +[WARN] step=213572 skipped: non-finite grad (total_norm=nan, total skips=108272) +[WARN] step=213573 skipped: non-finite grad (total_norm=inf, total skips=108273) +[WARN] step=213574 skipped: non-finite grad (total_norm=inf, total skips=108274) +[WARN] step=213575 skipped: non-finite grad (total_norm=nan, total skips=108275) +[WARN] step=213576 skipped: non-finite grad (total_norm=nan, total skips=108276) +[WARN] step=213577 skipped: non-finite grad (total_norm=nan, total skips=108277) +[WARN] step=213578 skipped: non-finite grad (total_norm=inf, total skips=108278) +[WARN] step=213579 skipped: non-finite grad (total_norm=nan, total skips=108279) +[WARN] step=213580 skipped: non-finite grad (total_norm=nan, total skips=108280) +[WARN] step=213581 skipped: non-finite grad (total_norm=nan, total skips=108281) +[WARN] step=213582 skipped: non-finite grad (total_norm=inf, total skips=108282) +[WARN] step=213583 skipped: non-finite grad (total_norm=nan, total skips=108283) +[WARN] step=213584 skipped: non-finite grad (total_norm=inf, total skips=108284) +[WARN] step=213585 skipped: non-finite grad (total_norm=nan, total skips=108285) +[WARN] step=213586 skipped: non-finite grad (total_norm=inf, total skips=108286) +[WARN] step=213587 skipped: non-finite grad (total_norm=inf, total skips=108287) +[WARN] step=213588 skipped: non-finite grad (total_norm=inf, total skips=108288) +[WARN] step=213589 skipped: non-finite grad (total_norm=inf, total skips=108289) +[WARN] step=213590 skipped: non-finite grad (total_norm=nan, total skips=108290) +[WARN] step=213591 skipped: non-finite grad (total_norm=nan, total skips=108291) +[WARN] step=213592 skipped: non-finite grad (total_norm=nan, total skips=108292) +[WARN] step=213593 skipped: non-finite grad (total_norm=nan, total skips=108293) +[WARN] step=213594 skipped: non-finite grad (total_norm=nan, total skips=108294) +[WARN] step=213595 skipped: non-finite grad (total_norm=inf, total skips=108295) +[WARN] step=213596 skipped: non-finite grad (total_norm=inf, total skips=108296) +[WARN] step=213597 skipped: non-finite grad (total_norm=nan, total skips=108297) +[WARN] step=213598 skipped: non-finite grad (total_norm=inf, total skips=108298) +[WARN] step=213599 skipped: non-finite grad (total_norm=nan, total skips=108299) +[WARN] step=213600 skipped: non-finite grad (total_norm=nan, total skips=108300) +[WARN] step=213601 skipped: non-finite grad (total_norm=inf, total skips=108301) +[WARN] step=213602 skipped: non-finite grad (total_norm=nan, total skips=108302) +[WARN] step=213603 skipped: non-finite grad (total_norm=inf, total skips=108303) +[WARN] step=213604 skipped: non-finite grad (total_norm=inf, total skips=108304) +[WARN] step=213605 skipped: non-finite grad (total_norm=nan, total skips=108305) +[WARN] step=213606 skipped: non-finite grad (total_norm=inf, total skips=108306) +[WARN] step=213607 skipped: non-finite grad (total_norm=nan, total skips=108307) +[WARN] step=213608 skipped: non-finite grad (total_norm=inf, total skips=108308) +[WARN] step=213609 skipped: non-finite grad (total_norm=nan, total skips=108309) +[WARN] step=213610 skipped: non-finite grad (total_norm=inf, total skips=108310) +[WARN] step=213611 skipped: non-finite grad (total_norm=inf, total skips=108311) +[WARN] step=213612 skipped: non-finite grad (total_norm=nan, total skips=108312) +[WARN] step=213613 skipped: non-finite grad (total_norm=inf, total skips=108313) +[WARN] step=213614 skipped: non-finite grad (total_norm=inf, total skips=108314) +[WARN] step=213615 skipped: non-finite grad (total_norm=nan, total skips=108315) +[WARN] step=213616 skipped: non-finite grad (total_norm=nan, total skips=108316) +[WARN] step=213617 skipped: non-finite grad (total_norm=nan, total skips=108317) +[WARN] step=213618 skipped: non-finite grad (total_norm=inf, total skips=108318) +[WARN] step=213619 skipped: non-finite grad (total_norm=inf, total skips=108319) +[WARN] step=213620 skipped: non-finite grad (total_norm=nan, total skips=108320) +[WARN] step=213621 skipped: non-finite grad (total_norm=nan, total skips=108321) +[WARN] step=213622 skipped: non-finite grad (total_norm=nan, total skips=108322) +[WARN] step=213623 skipped: non-finite grad (total_norm=nan, total skips=108323) +[WARN] step=213624 skipped: non-finite grad (total_norm=nan, total skips=108324) +[WARN] step=213625 skipped: non-finite grad (total_norm=inf, total skips=108325) +[WARN] step=213626 skipped: non-finite grad (total_norm=inf, total skips=108326) +[WARN] step=213627 skipped: non-finite grad (total_norm=inf, total skips=108327) +[WARN] step=213628 skipped: non-finite grad (total_norm=inf, total skips=108328) +[WARN] step=213629 skipped: non-finite grad (total_norm=inf, total skips=108329) +[WARN] step=213630 skipped: non-finite grad (total_norm=nan, total skips=108330) +[WARN] step=213631 skipped: non-finite grad (total_norm=inf, total skips=108331) +[WARN] step=213632 skipped: non-finite grad (total_norm=inf, total skips=108332) +[WARN] step=213633 skipped: non-finite grad (total_norm=inf, total skips=108333) +[WARN] step=213634 skipped: non-finite grad (total_norm=inf, total skips=108334) +[WARN] step=213635 skipped: non-finite grad (total_norm=inf, total skips=108335) +[WARN] step=213636 skipped: non-finite grad (total_norm=nan, total skips=108336) +[WARN] step=213637 skipped: non-finite grad (total_norm=inf, total skips=108337) +[WARN] step=213638 skipped: non-finite grad (total_norm=nan, total skips=108338) +[WARN] step=213639 skipped: non-finite grad (total_norm=inf, total skips=108339) +[WARN] step=213640 skipped: non-finite grad (total_norm=inf, total skips=108340) +[WARN] step=213641 skipped: non-finite grad (total_norm=inf, total skips=108341) +[WARN] step=213642 skipped: non-finite grad (total_norm=nan, total skips=108342) +[WARN] step=213643 skipped: non-finite grad (total_norm=inf, total skips=108343) +[WARN] step=213644 skipped: non-finite grad (total_norm=nan, total skips=108344) +[WARN] step=213645 skipped: non-finite grad (total_norm=inf, total skips=108345) +[WARN] step=213646 skipped: non-finite grad (total_norm=inf, total skips=108346) +[WARN] step=213647 skipped: non-finite grad (total_norm=inf, total skips=108347) +[WARN] step=213648 skipped: non-finite grad (total_norm=inf, total skips=108348) +[WARN] step=213649 skipped: non-finite grad (total_norm=nan, total skips=108349) +[WARN] step=213650 skipped: non-finite grad (total_norm=inf, total skips=108350) +[WARN] step=213651 skipped: non-finite grad (total_norm=inf, total skips=108351) +[WARN] step=213652 skipped: non-finite grad (total_norm=nan, total skips=108352) +[WARN] step=213653 skipped: non-finite grad (total_norm=inf, total skips=108353) +[WARN] step=213654 skipped: non-finite grad (total_norm=inf, total skips=108354) +[WARN] step=213655 skipped: non-finite grad (total_norm=inf, total skips=108355) +[WARN] step=213656 skipped: non-finite grad (total_norm=inf, total skips=108356) +[WARN] step=213657 skipped: non-finite grad (total_norm=inf, total skips=108357) +[WARN] step=213658 skipped: non-finite grad (total_norm=inf, total skips=108358) +[WARN] step=213659 skipped: non-finite grad (total_norm=inf, total skips=108359) +[WARN] step=213660 skipped: non-finite grad (total_norm=inf, total skips=108360) +[WARN] step=213661 skipped: non-finite grad (total_norm=inf, total skips=108361) +[WARN] step=213662 skipped: non-finite grad (total_norm=nan, total skips=108362) +[WARN] step=213663 skipped: non-finite grad (total_norm=inf, total skips=108363) +[WARN] step=213664 skipped: non-finite grad (total_norm=inf, total skips=108364) +[WARN] step=213665 skipped: non-finite grad (total_norm=nan, total skips=108365) +[WARN] step=213666 skipped: non-finite grad (total_norm=inf, total skips=108366) +[WARN] step=213667 skipped: non-finite grad (total_norm=nan, total skips=108367) +[WARN] step=213668 skipped: non-finite grad (total_norm=inf, total skips=108368) +[WARN] step=213669 skipped: non-finite grad (total_norm=inf, total skips=108369) +[WARN] step=213670 skipped: non-finite grad (total_norm=nan, total skips=108370) +[WARN] step=213671 skipped: non-finite grad (total_norm=inf, total skips=108371) +[WARN] step=213672 skipped: non-finite grad (total_norm=inf, total skips=108372) +[WARN] step=213673 skipped: non-finite grad (total_norm=nan, total skips=108373) +[WARN] step=213674 skipped: non-finite grad (total_norm=nan, total skips=108374) +[WARN] step=213675 skipped: non-finite grad (total_norm=inf, total skips=108375) +[WARN] step=213676 skipped: non-finite grad (total_norm=inf, total skips=108376) +[WARN] 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(total_norm=inf, total skips=108413) +[WARN] step=213714 skipped: non-finite grad (total_norm=inf, total skips=108414) +[WARN] step=213715 skipped: non-finite grad (total_norm=inf, total skips=108415) +[WARN] step=213716 skipped: non-finite grad (total_norm=inf, total skips=108416) +[WARN] step=213717 skipped: non-finite grad (total_norm=inf, total skips=108417) +[WARN] step=213718 skipped: non-finite grad (total_norm=inf, total skips=108418) +[WARN] step=213719 skipped: non-finite grad (total_norm=inf, total skips=108419) +[WARN] step=213720 skipped: non-finite grad (total_norm=inf, total skips=108420) +[WARN] step=213721 skipped: non-finite grad (total_norm=inf, total skips=108421) +[WARN] step=213722 skipped: non-finite grad (total_norm=inf, total skips=108422) +[WARN] step=213723 skipped: non-finite grad (total_norm=nan, total skips=108423) +[WARN] step=213724 skipped: non-finite grad (total_norm=inf, total skips=108424) +[WARN] step=213725 skipped: non-finite grad (total_norm=nan, total skips=108425) +[WARN] step=213726 skipped: non-finite grad (total_norm=nan, total skips=108426) +[WARN] step=213727 skipped: non-finite grad (total_norm=inf, total skips=108427) +[WARN] step=213728 skipped: non-finite grad (total_norm=nan, total skips=108428) +[WARN] step=213729 skipped: non-finite grad (total_norm=nan, total skips=108429) +[WARN] step=213730 skipped: non-finite grad (total_norm=inf, total skips=108430) +[WARN] step=213731 skipped: non-finite grad (total_norm=inf, total skips=108431) +[WARN] step=213732 skipped: non-finite grad (total_norm=nan, total skips=108432) +[WARN] step=213733 skipped: non-finite grad (total_norm=inf, total skips=108433) +[WARN] step=213734 skipped: non-finite grad (total_norm=nan, total skips=108434) +[WARN] step=213735 skipped: non-finite grad (total_norm=inf, total skips=108435) +[WARN] step=213736 skipped: non-finite grad (total_norm=nan, total skips=108436) +[WARN] step=213737 skipped: non-finite grad (total_norm=nan, total skips=108437) +[WARN] step=213738 skipped: non-finite grad (total_norm=nan, total skips=108438) +[WARN] step=213739 skipped: non-finite grad (total_norm=nan, total skips=108439) +[WARN] step=213740 skipped: non-finite grad (total_norm=nan, total skips=108440) +[WARN] step=213741 skipped: non-finite grad (total_norm=nan, total skips=108441) +[WARN] step=213742 skipped: non-finite grad (total_norm=inf, total skips=108442) +[WARN] step=213743 skipped: non-finite grad (total_norm=nan, total skips=108443) +[WARN] step=213744 skipped: non-finite grad (total_norm=nan, total skips=108444) +[WARN] step=213745 skipped: non-finite grad (total_norm=nan, total skips=108445) +[WARN] step=213746 skipped: non-finite grad (total_norm=inf, total skips=108446) +[WARN] step=213747 skipped: non-finite grad (total_norm=inf, total skips=108447) +[WARN] step=213748 skipped: non-finite grad (total_norm=inf, total skips=108448) +[WARN] step=213749 skipped: non-finite grad (total_norm=inf, total skips=108449) +[WARN] step=213750 skipped: non-finite grad (total_norm=inf, total skips=108450) +[WARN] step=213751 skipped: non-finite grad (total_norm=nan, total skips=108451) +[WARN] step=213752 skipped: non-finite grad (total_norm=inf, total skips=108452) +[WARN] step=213753 skipped: non-finite grad (total_norm=inf, total skips=108453) +[WARN] step=213754 skipped: non-finite grad (total_norm=inf, total skips=108454) +[WARN] step=213755 skipped: non-finite grad (total_norm=inf, total skips=108455) +[WARN] step=213756 skipped: non-finite grad (total_norm=inf, total skips=108456) +[WARN] step=213757 skipped: non-finite grad (total_norm=nan, total skips=108457) +[WARN] step=213758 skipped: non-finite grad (total_norm=inf, total skips=108458) +[WARN] step=213759 skipped: non-finite grad (total_norm=inf, total skips=108459) +[WARN] step=213760 skipped: non-finite grad (total_norm=inf, total skips=108460) +[WARN] step=213761 skipped: non-finite grad (total_norm=inf, total skips=108461) +[WARN] step=213762 skipped: non-finite grad (total_norm=inf, total skips=108462) +[WARN] step=213763 skipped: non-finite grad (total_norm=inf, total skips=108463) +[WARN] step=213764 skipped: non-finite grad (total_norm=inf, total skips=108464) +[WARN] step=213765 skipped: non-finite grad (total_norm=inf, total skips=108465) +[WARN] step=213766 skipped: non-finite grad (total_norm=inf, total skips=108466) +[WARN] step=213767 skipped: non-finite grad (total_norm=inf, total skips=108467) +[WARN] step=213768 skipped: non-finite grad (total_norm=inf, total skips=108468) +[WARN] step=213769 skipped: non-finite grad (total_norm=nan, total skips=108469) +[WARN] step=213770 skipped: non-finite grad (total_norm=nan, total skips=108470) +[WARN] step=213771 skipped: non-finite grad (total_norm=inf, total skips=108471) +[WARN] step=213772 skipped: non-finite grad (total_norm=nan, total skips=108472) +[WARN] step=213773 skipped: non-finite grad (total_norm=nan, total skips=108473) +[WARN] step=213774 skipped: non-finite grad (total_norm=inf, total skips=108474) +[WARN] step=213775 skipped: non-finite grad (total_norm=inf, total skips=108475) +[WARN] step=213776 skipped: non-finite grad (total_norm=nan, total skips=108476) +[WARN] step=213777 skipped: non-finite grad (total_norm=inf, total skips=108477) +[WARN] step=213778 skipped: non-finite grad (total_norm=inf, total skips=108478) +[WARN] step=213779 skipped: non-finite grad (total_norm=inf, total skips=108479) +[WARN] step=213780 skipped: non-finite grad (total_norm=nan, total skips=108480) +[WARN] step=213781 skipped: non-finite grad (total_norm=inf, total skips=108481) +[WARN] step=213782 skipped: non-finite grad (total_norm=inf, total skips=108482) +[WARN] step=213783 skipped: non-finite grad (total_norm=inf, total skips=108483) +[WARN] step=213784 skipped: non-finite grad (total_norm=inf, total skips=108484) +[WARN] step=213785 skipped: non-finite grad (total_norm=inf, total skips=108485) +[WARN] step=213786 skipped: 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total skips=108510) +[WARN] step=213811 skipped: non-finite grad (total_norm=inf, total skips=108511) +[WARN] step=213812 skipped: non-finite grad (total_norm=nan, total skips=108512) +[WARN] step=213813 skipped: non-finite grad (total_norm=nan, total skips=108513) +[WARN] step=213814 skipped: non-finite grad (total_norm=nan, total skips=108514) +[WARN] step=213815 skipped: non-finite grad (total_norm=inf, total skips=108515) +[WARN] step=213816 skipped: non-finite grad (total_norm=inf, total skips=108516) +[WARN] step=213817 skipped: non-finite grad (total_norm=nan, total skips=108517) +[WARN] step=213818 skipped: non-finite grad (total_norm=nan, total skips=108518) +[WARN] step=213819 skipped: non-finite grad (total_norm=inf, total skips=108519) +[WARN] step=213820 skipped: non-finite grad (total_norm=inf, total skips=108520) +[WARN] step=213821 skipped: non-finite grad (total_norm=inf, total skips=108521) +[WARN] step=213822 skipped: non-finite grad (total_norm=inf, total skips=108522) +[WARN] step=213823 skipped: non-finite grad (total_norm=nan, total skips=108523) +[WARN] step=213824 skipped: non-finite grad (total_norm=inf, total skips=108524) +[WARN] step=213825 skipped: non-finite grad (total_norm=inf, total skips=108525) +[WARN] step=213826 skipped: non-finite grad (total_norm=nan, total skips=108526) +[WARN] step=213827 skipped: non-finite grad (total_norm=nan, total skips=108527) +[WARN] step=213828 skipped: non-finite grad (total_norm=inf, total skips=108528) +[WARN] step=213829 skipped: non-finite grad (total_norm=inf, total skips=108529) +[WARN] step=213830 skipped: non-finite grad (total_norm=inf, total skips=108530) +[WARN] step=213831 skipped: non-finite grad (total_norm=inf, total skips=108531) +[WARN] step=213832 skipped: non-finite grad (total_norm=nan, total skips=108532) +[WARN] step=213833 skipped: non-finite grad (total_norm=inf, total skips=108533) +[WARN] step=213834 skipped: non-finite grad (total_norm=nan, total skips=108534) +[WARN] step=213835 skipped: non-finite grad (total_norm=inf, total skips=108535) +[WARN] step=213836 skipped: non-finite grad (total_norm=inf, total skips=108536) +[WARN] step=213837 skipped: non-finite grad (total_norm=inf, total skips=108537) +[WARN] step=213838 skipped: non-finite grad (total_norm=nan, total skips=108538) +[WARN] step=213839 skipped: non-finite grad (total_norm=inf, total skips=108539) +[WARN] step=213840 skipped: non-finite grad (total_norm=inf, total skips=108540) +[WARN] step=213841 skipped: non-finite grad (total_norm=inf, total skips=108541) +[WARN] step=213842 skipped: non-finite grad (total_norm=nan, total skips=108542) +[WARN] step=213843 skipped: non-finite grad (total_norm=inf, total skips=108543) +[WARN] step=213844 skipped: non-finite grad (total_norm=inf, total skips=108544) +[WARN] step=213845 skipped: non-finite grad (total_norm=inf, total skips=108545) +[WARN] step=213846 skipped: non-finite grad (total_norm=inf, total skips=108546) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=108559) +[WARN] step=213860 skipped: non-finite grad (total_norm=inf, total skips=108560) +[WARN] step=213861 skipped: non-finite grad (total_norm=inf, total skips=108561) +[WARN] step=213862 skipped: non-finite grad (total_norm=inf, total skips=108562) +[WARN] step=213863 skipped: non-finite grad (total_norm=inf, total skips=108563) +[WARN] step=213864 skipped: non-finite grad (total_norm=inf, total skips=108564) +[WARN] step=213865 skipped: non-finite grad (total_norm=inf, total skips=108565) +[WARN] step=213866 skipped: non-finite grad (total_norm=inf, total skips=108566) +[WARN] step=213867 skipped: non-finite grad (total_norm=inf, total skips=108567) +[WARN] step=213868 skipped: non-finite grad (total_norm=nan, total skips=108568) +[WARN] step=213869 skipped: non-finite grad (total_norm=inf, total skips=108569) +[WARN] step=213870 skipped: non-finite grad (total_norm=nan, total skips=108570) +[WARN] step=213871 skipped: 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total skips=108595) +[WARN] step=213896 skipped: non-finite grad (total_norm=nan, total skips=108596) +[WARN] step=213897 skipped: non-finite grad (total_norm=inf, total skips=108597) +[WARN] step=213898 skipped: non-finite grad (total_norm=inf, total skips=108598) +[WARN] step=213899 skipped: non-finite grad (total_norm=nan, total skips=108599) +[WARN] step=213900 skipped: non-finite grad (total_norm=inf, total skips=108600) +[WARN] step=213901 skipped: non-finite grad (total_norm=inf, total skips=108601) +[WARN] step=213902 skipped: non-finite grad (total_norm=inf, total skips=108602) +[WARN] step=213903 skipped: non-finite grad (total_norm=nan, total skips=108603) +[WARN] step=213904 skipped: non-finite grad (total_norm=nan, total skips=108604) +[WARN] step=213905 skipped: non-finite grad (total_norm=inf, total skips=108605) +[WARN] step=213906 skipped: non-finite grad (total_norm=nan, total skips=108606) +[WARN] step=213907 skipped: non-finite grad (total_norm=nan, total skips=108607) +[WARN] step=213908 skipped: non-finite grad (total_norm=inf, total skips=108608) +[WARN] step=213909 skipped: non-finite grad (total_norm=inf, total skips=108609) +[WARN] step=213910 skipped: non-finite grad (total_norm=inf, total skips=108610) +[WARN] step=213911 skipped: non-finite grad (total_norm=nan, total skips=108611) +[WARN] step=213912 skipped: non-finite grad (total_norm=inf, total skips=108612) +[WARN] step=213913 skipped: non-finite grad (total_norm=inf, total skips=108613) +[WARN] step=213914 skipped: non-finite grad (total_norm=nan, total skips=108614) +[WARN] step=213915 skipped: non-finite grad (total_norm=nan, total skips=108615) +[WARN] step=213916 skipped: non-finite grad (total_norm=inf, total skips=108616) +[WARN] step=213917 skipped: non-finite grad (total_norm=inf, total skips=108617) +[WARN] step=213918 skipped: non-finite grad (total_norm=inf, total skips=108618) +[WARN] step=213919 skipped: non-finite grad (total_norm=inf, total skips=108619) 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step=213932 skipped: non-finite grad (total_norm=nan, total skips=108632) +[WARN] step=213933 skipped: non-finite grad (total_norm=inf, total skips=108633) +[WARN] step=213934 skipped: non-finite grad (total_norm=nan, total skips=108634) +[WARN] step=213935 skipped: non-finite grad (total_norm=nan, total skips=108635) +[WARN] step=213936 skipped: non-finite grad (total_norm=inf, total skips=108636) +[WARN] step=213937 skipped: non-finite grad (total_norm=inf, total skips=108637) +[WARN] step=213938 skipped: non-finite grad (total_norm=nan, total skips=108638) +[WARN] step=213939 skipped: non-finite grad (total_norm=inf, total skips=108639) +[WARN] step=213940 skipped: non-finite grad (total_norm=inf, total skips=108640) +[WARN] step=213941 skipped: non-finite grad (total_norm=nan, total skips=108641) +[WARN] step=213942 skipped: non-finite grad (total_norm=nan, total skips=108642) +[WARN] step=213943 skipped: non-finite grad (total_norm=inf, total skips=108643) +[WARN] step=213944 skipped: non-finite grad (total_norm=inf, total skips=108644) +[WARN] step=213945 skipped: non-finite grad (total_norm=nan, total skips=108645) +[WARN] step=213946 skipped: non-finite grad (total_norm=inf, total skips=108646) +[WARN] step=213947 skipped: non-finite grad (total_norm=inf, total skips=108647) +[WARN] step=213948 skipped: non-finite grad (total_norm=nan, total skips=108648) +[WARN] step=213949 skipped: non-finite grad (total_norm=nan, total skips=108649) +[WARN] step=213950 skipped: non-finite grad (total_norm=nan, total skips=108650) +[WARN] step=213951 skipped: non-finite grad (total_norm=inf, total skips=108651) +[WARN] step=213952 skipped: non-finite grad (total_norm=inf, total skips=108652) +[WARN] step=213953 skipped: non-finite grad (total_norm=inf, total skips=108653) +[WARN] step=213954 skipped: non-finite grad (total_norm=inf, total skips=108654) +[WARN] step=213955 skipped: non-finite grad (total_norm=inf, total skips=108655) +[WARN] step=213956 skipped: 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(total_norm=nan, total skips=108668) +[WARN] step=213969 skipped: non-finite grad (total_norm=inf, total skips=108669) +[WARN] step=213970 skipped: non-finite grad (total_norm=inf, total skips=108670) +[WARN] step=213971 skipped: non-finite grad (total_norm=nan, total skips=108671) +[WARN] step=213972 skipped: non-finite grad (total_norm=nan, total skips=108672) +[WARN] step=213973 skipped: non-finite grad (total_norm=nan, total skips=108673) +[WARN] step=213974 skipped: non-finite grad (total_norm=inf, total skips=108674) +[WARN] step=213975 skipped: non-finite grad (total_norm=inf, total skips=108675) +[WARN] step=213976 skipped: non-finite grad (total_norm=nan, total skips=108676) +[WARN] step=213977 skipped: non-finite grad (total_norm=inf, total skips=108677) +[WARN] step=213978 skipped: non-finite grad (total_norm=inf, total skips=108678) +[WARN] step=213979 skipped: non-finite grad (total_norm=nan, total skips=108679) +[WARN] step=213980 skipped: non-finite grad (total_norm=nan, total skips=108680) +[WARN] step=213981 skipped: non-finite grad (total_norm=nan, total skips=108681) +[WARN] step=213982 skipped: non-finite grad (total_norm=inf, total skips=108682) +[WARN] step=213983 skipped: non-finite grad (total_norm=nan, total skips=108683) +[WARN] step=213984 skipped: non-finite grad (total_norm=nan, total skips=108684) +[WARN] step=213985 skipped: non-finite grad (total_norm=inf, total skips=108685) +[WARN] step=213986 skipped: non-finite grad (total_norm=nan, total skips=108686) +[WARN] step=213987 skipped: non-finite grad (total_norm=inf, total skips=108687) +[WARN] step=213988 skipped: non-finite grad (total_norm=inf, total skips=108688) +[WARN] step=213989 skipped: non-finite grad (total_norm=inf, total skips=108689) +[WARN] step=213990 skipped: non-finite grad (total_norm=inf, total skips=108690) +[WARN] step=213991 skipped: non-finite grad (total_norm=nan, total skips=108691) +[WARN] step=213992 skipped: non-finite grad (total_norm=inf, total skips=108692) +[WARN] step=213993 skipped: non-finite grad (total_norm=inf, total skips=108693) +[WARN] step=213994 skipped: non-finite grad (total_norm=inf, total skips=108694) +[WARN] step=213995 skipped: non-finite grad (total_norm=nan, total skips=108695) +[WARN] step=213996 skipped: non-finite grad (total_norm=inf, total skips=108696) +[WARN] step=213997 skipped: non-finite grad (total_norm=inf, total skips=108697) +[WARN] step=213998 skipped: non-finite grad (total_norm=nan, total skips=108698) +[WARN] step=213999 skipped: non-finite grad (total_norm=nan, total skips=108699) +[WARN] step=214000 skipped: non-finite grad (total_norm=inf, total skips=108700) +[WARN] step=214001 skipped: non-finite grad (total_norm=inf, total skips=108701) +[WARN] step=214002 skipped: non-finite grad (total_norm=inf, total skips=108702) +[WARN] step=214003 skipped: non-finite grad (total_norm=inf, total skips=108703) +[WARN] step=214004 skipped: non-finite grad (total_norm=inf, total skips=108704) +[WARN] step=214005 skipped: non-finite grad (total_norm=nan, total skips=108705) +[WARN] step=214006 skipped: non-finite grad (total_norm=inf, total skips=108706) +[WARN] step=214007 skipped: non-finite grad (total_norm=inf, total skips=108707) +[WARN] step=214008 skipped: non-finite grad (total_norm=nan, total skips=108708) +[WARN] step=214009 skipped: non-finite grad (total_norm=inf, total skips=108709) +[WARN] step=214010 skipped: non-finite grad (total_norm=nan, total skips=108710) +[WARN] step=214011 skipped: non-finite grad (total_norm=inf, total skips=108711) +[WARN] step=214012 skipped: non-finite grad (total_norm=nan, total skips=108712) +[WARN] step=214013 skipped: non-finite grad (total_norm=inf, total skips=108713) +[WARN] step=214014 skipped: non-finite grad (total_norm=inf, total skips=108714) +[WARN] step=214015 skipped: non-finite grad (total_norm=inf, total skips=108715) +[WARN] step=214016 skipped: non-finite grad (total_norm=inf, total skips=108716) +[WARN] step=214017 skipped: non-finite grad (total_norm=inf, total skips=108717) +[WARN] step=214018 skipped: non-finite grad (total_norm=inf, total skips=108718) +[WARN] step=214019 skipped: non-finite grad (total_norm=nan, total skips=108719) +[WARN] step=214020 skipped: non-finite grad (total_norm=nan, total skips=108720) +[WARN] step=214021 skipped: non-finite grad (total_norm=inf, total skips=108721) +[WARN] step=214022 skipped: non-finite grad (total_norm=nan, total skips=108722) +[WARN] step=214023 skipped: non-finite grad (total_norm=inf, total skips=108723) +[WARN] step=214024 skipped: non-finite grad (total_norm=inf, total skips=108724) +[WARN] step=214025 skipped: non-finite grad (total_norm=inf, total skips=108725) +[WARN] step=214026 skipped: non-finite grad (total_norm=nan, total skips=108726) +[WARN] step=214027 skipped: non-finite grad (total_norm=nan, total skips=108727) +[WARN] step=214028 skipped: non-finite grad (total_norm=inf, total skips=108728) +[WARN] step=214029 skipped: non-finite grad (total_norm=nan, total skips=108729) +[WARN] step=214030 skipped: non-finite grad (total_norm=inf, total skips=108730) +[WARN] step=214031 skipped: non-finite grad (total_norm=inf, total skips=108731) +[WARN] step=214032 skipped: non-finite grad (total_norm=inf, total skips=108732) +[WARN] step=214033 skipped: non-finite grad (total_norm=inf, total skips=108733) +[WARN] step=214034 skipped: non-finite grad (total_norm=nan, total skips=108734) +[WARN] step=214035 skipped: non-finite grad (total_norm=inf, total skips=108735) +[WARN] step=214036 skipped: non-finite grad (total_norm=nan, total skips=108736) +[WARN] step=214037 skipped: non-finite grad (total_norm=inf, total skips=108737) +[WARN] step=214038 skipped: non-finite grad (total_norm=nan, total skips=108738) +[WARN] step=214039 skipped: non-finite grad (total_norm=inf, total skips=108739) +[WARN] step=214040 skipped: non-finite grad (total_norm=inf, total skips=108740) +[WARN] step=214041 skipped: 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total skips=108765) +[WARN] step=214066 skipped: non-finite grad (total_norm=inf, total skips=108766) +[WARN] step=214067 skipped: non-finite grad (total_norm=nan, total skips=108767) +[WARN] step=214068 skipped: non-finite grad (total_norm=nan, total skips=108768) +[WARN] step=214069 skipped: non-finite grad (total_norm=inf, total skips=108769) +[WARN] step=214070 skipped: non-finite grad (total_norm=inf, total skips=108770) +[WARN] step=214071 skipped: non-finite grad (total_norm=nan, total skips=108771) +[WARN] step=214072 skipped: non-finite grad (total_norm=inf, total skips=108772) +[WARN] step=214073 skipped: non-finite grad (total_norm=inf, total skips=108773) +[WARN] step=214074 skipped: non-finite grad (total_norm=nan, total skips=108774) +[WARN] step=214075 skipped: non-finite grad (total_norm=inf, total skips=108775) +[WARN] step=214076 skipped: non-finite grad (total_norm=inf, total skips=108776) +[WARN] step=214077 skipped: non-finite grad (total_norm=nan, total skips=108777) +[WARN] step=214078 skipped: non-finite grad (total_norm=inf, total skips=108778) +[WARN] step=214079 skipped: non-finite grad (total_norm=inf, total skips=108779) +[WARN] step=214080 skipped: non-finite grad (total_norm=nan, total skips=108780) +[WARN] step=214081 skipped: non-finite grad (total_norm=inf, total skips=108781) +[WARN] step=214082 skipped: non-finite grad (total_norm=nan, total skips=108782) +[WARN] step=214083 skipped: non-finite grad (total_norm=inf, total skips=108783) +[WARN] step=214084 skipped: non-finite grad (total_norm=inf, total skips=108784) +[WARN] step=214085 skipped: non-finite grad (total_norm=inf, total skips=108785) +[WARN] step=214086 skipped: non-finite grad (total_norm=inf, total skips=108786) +[WARN] step=214087 skipped: non-finite grad (total_norm=nan, total skips=108787) +[WARN] step=214088 skipped: non-finite grad (total_norm=inf, total skips=108788) +[WARN] step=214089 skipped: non-finite grad (total_norm=inf, total skips=108789) +[WARN] step=214090 skipped: non-finite grad (total_norm=inf, total skips=108790) +[WARN] step=214091 skipped: non-finite grad (total_norm=inf, total skips=108791) +[WARN] step=214092 skipped: non-finite grad (total_norm=inf, total skips=108792) +[WARN] step=214093 skipped: non-finite grad (total_norm=inf, total skips=108793) +[WARN] step=214094 skipped: non-finite grad (total_norm=inf, total skips=108794) +[WARN] step=214095 skipped: non-finite grad (total_norm=nan, total skips=108795) +[WARN] step=214096 skipped: non-finite grad (total_norm=inf, total skips=108796) +[WARN] step=214097 skipped: non-finite grad (total_norm=inf, total skips=108797) +[WARN] step=214098 skipped: non-finite grad (total_norm=nan, total skips=108798) +[WARN] step=214099 skipped: non-finite grad (total_norm=inf, total skips=108799) +[WARN] step=214100 skipped: non-finite grad (total_norm=inf, total skips=108800) +[WARN] step=214101 skipped: non-finite grad (total_norm=inf, total skips=108801) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=108814) +[WARN] step=214115 skipped: non-finite grad (total_norm=nan, total skips=108815) +[WARN] step=214116 skipped: non-finite grad (total_norm=nan, total skips=108816) +[WARN] step=214117 skipped: non-finite grad (total_norm=nan, total skips=108817) +[WARN] step=214118 skipped: non-finite grad (total_norm=nan, total skips=108818) +[WARN] step=214119 skipped: non-finite grad (total_norm=inf, total skips=108819) +[WARN] step=214120 skipped: non-finite grad (total_norm=inf, total skips=108820) +[WARN] step=214121 skipped: non-finite grad (total_norm=nan, total skips=108821) +[WARN] step=214122 skipped: non-finite grad (total_norm=nan, total skips=108822) +[WARN] step=214123 skipped: non-finite grad (total_norm=nan, total skips=108823) +[WARN] step=214124 skipped: non-finite grad (total_norm=inf, total skips=108824) +[WARN] step=214125 skipped: non-finite grad (total_norm=inf, total skips=108825) +[WARN] step=214126 skipped: 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total skips=108850) +[WARN] step=214151 skipped: non-finite grad (total_norm=inf, total skips=108851) +[WARN] step=214152 skipped: non-finite grad (total_norm=nan, total skips=108852) +[WARN] step=214153 skipped: non-finite grad (total_norm=inf, total skips=108853) +[WARN] step=214154 skipped: non-finite grad (total_norm=nan, total skips=108854) +[WARN] step=214155 skipped: non-finite grad (total_norm=inf, total skips=108855) +[WARN] step=214156 skipped: non-finite grad (total_norm=nan, total skips=108856) +[WARN] step=214157 skipped: non-finite grad (total_norm=nan, total skips=108857) +[WARN] step=214158 skipped: non-finite grad (total_norm=nan, total skips=108858) +[WARN] step=214159 skipped: non-finite grad (total_norm=inf, total skips=108859) +[WARN] step=214160 skipped: non-finite grad (total_norm=inf, total skips=108860) +[WARN] step=214161 skipped: non-finite grad (total_norm=inf, total skips=108861) +[WARN] step=214162 skipped: non-finite grad (total_norm=nan, total 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skipped: non-finite grad (total_norm=nan, total skips=108899) +[WARN] step=214200 skipped: non-finite grad (total_norm=inf, total skips=108900) +[WARN] step=214201 skipped: non-finite grad (total_norm=nan, total skips=108901) +[WARN] step=214202 skipped: non-finite grad (total_norm=nan, total skips=108902) +[WARN] step=214203 skipped: non-finite grad (total_norm=inf, total skips=108903) +[WARN] step=214204 skipped: non-finite grad (total_norm=inf, total skips=108904) +[WARN] step=214205 skipped: non-finite grad (total_norm=inf, total skips=108905) +[WARN] step=214206 skipped: non-finite grad (total_norm=inf, total skips=108906) +[WARN] step=214207 skipped: non-finite grad (total_norm=nan, total skips=108907) +[WARN] step=214208 skipped: non-finite grad (total_norm=nan, total skips=108908) +[WARN] step=214209 skipped: non-finite grad (total_norm=nan, total skips=108909) +[WARN] step=214210 skipped: non-finite grad (total_norm=nan, total skips=108910) +[WARN] step=214211 skipped: 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total skips=108935) +[WARN] step=214236 skipped: non-finite grad (total_norm=inf, total skips=108936) +[WARN] step=214237 skipped: non-finite grad (total_norm=nan, total skips=108937) +[WARN] step=214238 skipped: non-finite grad (total_norm=inf, total skips=108938) +[WARN] step=214239 skipped: non-finite grad (total_norm=nan, total skips=108939) +[WARN] step=214240 skipped: non-finite grad (total_norm=nan, total skips=108940) +[WARN] step=214241 skipped: non-finite grad (total_norm=nan, total skips=108941) +[WARN] step=214242 skipped: non-finite grad (total_norm=nan, total skips=108942) +[WARN] step=214243 skipped: non-finite grad (total_norm=inf, total skips=108943) +[WARN] step=214244 skipped: non-finite grad (total_norm=inf, total skips=108944) +[WARN] step=214245 skipped: non-finite grad (total_norm=inf, total skips=108945) +[WARN] step=214246 skipped: non-finite grad (total_norm=inf, total skips=108946) +[WARN] step=214247 skipped: non-finite grad (total_norm=nan, total skips=108947) +[WARN] step=214248 skipped: non-finite grad (total_norm=nan, total skips=108948) +[WARN] step=214249 skipped: non-finite grad (total_norm=nan, total skips=108949) +[WARN] step=214250 skipped: non-finite grad (total_norm=inf, total skips=108950) +[WARN] step=214251 skipped: non-finite grad (total_norm=inf, total skips=108951) +[WARN] step=214252 skipped: non-finite grad (total_norm=inf, total skips=108952) +[WARN] step=214253 skipped: non-finite grad (total_norm=inf, total skips=108953) +[WARN] step=214254 skipped: non-finite grad (total_norm=inf, total skips=108954) +[WARN] step=214255 skipped: non-finite grad (total_norm=nan, total skips=108955) +[WARN] step=214256 skipped: non-finite grad (total_norm=inf, total skips=108956) +[WARN] step=214257 skipped: non-finite grad (total_norm=nan, total skips=108957) +[WARN] step=214258 skipped: non-finite grad (total_norm=nan, total skips=108958) +[WARN] step=214259 skipped: non-finite grad (total_norm=nan, total skips=108959) +[WARN] step=214260 skipped: non-finite grad (total_norm=inf, total skips=108960) +[WARN] step=214261 skipped: non-finite grad (total_norm=inf, total skips=108961) +[WARN] step=214262 skipped: non-finite grad (total_norm=inf, total skips=108962) +[WARN] step=214263 skipped: non-finite grad (total_norm=inf, total skips=108963) +[WARN] step=214264 skipped: non-finite grad (total_norm=nan, total skips=108964) +[WARN] step=214265 skipped: non-finite grad (total_norm=inf, total skips=108965) +[WARN] step=214266 skipped: non-finite grad (total_norm=nan, total skips=108966) +[WARN] step=214267 skipped: non-finite grad (total_norm=inf, total skips=108967) +[WARN] step=214268 skipped: non-finite grad (total_norm=nan, total skips=108968) +[WARN] step=214269 skipped: non-finite grad (total_norm=inf, total skips=108969) +[WARN] step=214270 skipped: non-finite grad (total_norm=inf, total skips=108970) +[WARN] step=214271 skipped: non-finite grad (total_norm=nan, total skips=108971) +[WARN] 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total skips=109020) +[WARN] step=214321 skipped: non-finite grad (total_norm=nan, total skips=109021) +[WARN] step=214322 skipped: non-finite grad (total_norm=inf, total skips=109022) +[WARN] step=214323 skipped: non-finite grad (total_norm=nan, total skips=109023) +[WARN] step=214324 skipped: non-finite grad (total_norm=inf, total skips=109024) +[WARN] step=214325 skipped: non-finite grad (total_norm=inf, total skips=109025) +[WARN] step=214326 skipped: non-finite grad (total_norm=inf, total skips=109026) +[WARN] step=214327 skipped: non-finite grad (total_norm=nan, total skips=109027) +[WARN] step=214328 skipped: non-finite grad (total_norm=inf, total skips=109028) +[WARN] step=214329 skipped: non-finite grad (total_norm=nan, total skips=109029) +[WARN] step=214330 skipped: non-finite grad (total_norm=inf, total skips=109030) +[WARN] step=214331 skipped: non-finite grad (total_norm=inf, total skips=109031) +[WARN] step=214332 skipped: non-finite grad (total_norm=inf, total skips=109032) +[WARN] step=214333 skipped: non-finite grad (total_norm=inf, total skips=109033) +[WARN] step=214334 skipped: non-finite grad (total_norm=inf, total skips=109034) +[WARN] step=214335 skipped: non-finite grad (total_norm=nan, total skips=109035) +[WARN] step=214336 skipped: non-finite grad (total_norm=nan, total skips=109036) +[WARN] step=214337 skipped: non-finite grad (total_norm=inf, total skips=109037) +[WARN] step=214338 skipped: non-finite grad (total_norm=nan, total skips=109038) +[WARN] step=214339 skipped: non-finite grad (total_norm=nan, total skips=109039) +[WARN] step=214340 skipped: non-finite grad (total_norm=inf, total skips=109040) +[WARN] step=214341 skipped: non-finite grad (total_norm=inf, total skips=109041) +[WARN] step=214342 skipped: non-finite grad (total_norm=inf, total skips=109042) +[WARN] step=214343 skipped: non-finite grad (total_norm=nan, total skips=109043) +[WARN] step=214344 skipped: non-finite grad (total_norm=nan, total skips=109044) 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skipped: non-finite grad (total_norm=inf, total skips=109069) +[WARN] step=214370 skipped: non-finite grad (total_norm=inf, total skips=109070) +[WARN] step=214371 skipped: non-finite grad (total_norm=nan, total skips=109071) +[WARN] step=214372 skipped: non-finite grad (total_norm=inf, total skips=109072) +[WARN] step=214373 skipped: non-finite grad (total_norm=nan, total skips=109073) +[WARN] step=214374 skipped: non-finite grad (total_norm=nan, total skips=109074) +[WARN] step=214375 skipped: non-finite grad (total_norm=inf, total skips=109075) +[WARN] step=214376 skipped: non-finite grad (total_norm=nan, total skips=109076) +[WARN] step=214377 skipped: non-finite grad (total_norm=inf, total skips=109077) +[WARN] step=214378 skipped: non-finite grad (total_norm=inf, total skips=109078) +[WARN] step=214379 skipped: non-finite grad (total_norm=inf, total skips=109079) +[WARN] step=214380 skipped: non-finite grad (total_norm=inf, total skips=109080) +[WARN] step=214381 skipped: 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total skips=109105) +[WARN] step=214406 skipped: non-finite grad (total_norm=nan, total skips=109106) +[WARN] step=214407 skipped: non-finite grad (total_norm=inf, total skips=109107) +[WARN] step=214408 skipped: non-finite grad (total_norm=inf, total skips=109108) +[WARN] step=214409 skipped: non-finite grad (total_norm=inf, total skips=109109) +[WARN] step=214410 skipped: non-finite grad (total_norm=inf, total skips=109110) +[WARN] step=214411 skipped: non-finite grad (total_norm=inf, total skips=109111) +[WARN] step=214412 skipped: non-finite grad (total_norm=nan, total skips=109112) +[WARN] step=214413 skipped: non-finite grad (total_norm=inf, total skips=109113) +[WARN] step=214414 skipped: non-finite grad (total_norm=inf, total skips=109114) +[WARN] step=214415 skipped: non-finite grad (total_norm=inf, total skips=109115) +[WARN] step=214416 skipped: non-finite grad (total_norm=inf, total skips=109116) +[WARN] step=214417 skipped: non-finite grad (total_norm=nan, total 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total skips=109190) +[WARN] step=214491 skipped: non-finite grad (total_norm=nan, total skips=109191) +[WARN] step=214492 skipped: non-finite grad (total_norm=nan, total skips=109192) +[WARN] step=214493 skipped: non-finite grad (total_norm=inf, total skips=109193) +[WARN] step=214494 skipped: non-finite grad (total_norm=inf, total skips=109194) +[WARN] step=214495 skipped: non-finite grad (total_norm=inf, total skips=109195) +[WARN] step=214496 skipped: non-finite grad (total_norm=inf, total skips=109196) +[WARN] step=214497 skipped: non-finite grad (total_norm=inf, total skips=109197) +[WARN] step=214498 skipped: non-finite grad (total_norm=nan, total skips=109198) +[WARN] step=214499 skipped: non-finite grad (total_norm=nan, total skips=109199) +[WARN] step=214500 skipped: non-finite grad (total_norm=nan, total skips=109200) +[WARN] step=214501 skipped: non-finite grad (total_norm=inf, total skips=109201) +[WARN] step=214502 skipped: non-finite grad (total_norm=nan, total skips=109202) +[WARN] step=214503 skipped: non-finite grad (total_norm=nan, total skips=109203) +[WARN] step=214504 skipped: non-finite grad (total_norm=inf, total skips=109204) +[WARN] step=214505 skipped: non-finite grad (total_norm=inf, total skips=109205) +[WARN] step=214506 skipped: non-finite grad (total_norm=inf, total skips=109206) +[WARN] step=214507 skipped: non-finite grad (total_norm=nan, total skips=109207) +[WARN] step=214508 skipped: non-finite grad (total_norm=inf, total skips=109208) +[WARN] step=214509 skipped: non-finite grad (total_norm=inf, total skips=109209) +[WARN] step=214510 skipped: non-finite grad (total_norm=inf, total skips=109210) +[WARN] step=214511 skipped: non-finite grad (total_norm=nan, total skips=109211) +[WARN] step=214512 skipped: non-finite grad (total_norm=inf, total skips=109212) +[WARN] step=214513 skipped: non-finite grad (total_norm=nan, total skips=109213) +[WARN] step=214514 skipped: non-finite grad (total_norm=nan, total skips=109214) +[WARN] step=214515 skipped: non-finite grad (total_norm=inf, total skips=109215) +[WARN] step=214516 skipped: non-finite grad (total_norm=nan, total skips=109216) +[WARN] step=214517 skipped: non-finite grad (total_norm=nan, total skips=109217) +[WARN] step=214518 skipped: non-finite grad (total_norm=inf, total skips=109218) +[WARN] step=214519 skipped: non-finite grad (total_norm=inf, total skips=109219) +[WARN] step=214520 skipped: non-finite grad (total_norm=inf, total skips=109220) +[WARN] step=214521 skipped: non-finite grad (total_norm=inf, total skips=109221) +[WARN] step=214522 skipped: non-finite grad (total_norm=nan, total skips=109222) +[WARN] step=214523 skipped: non-finite grad (total_norm=inf, total skips=109223) +[WARN] step=214524 skipped: non-finite grad (total_norm=inf, total skips=109224) +[WARN] step=214525 skipped: non-finite grad (total_norm=nan, total skips=109225) +[WARN] step=214526 skipped: non-finite grad (total_norm=inf, total skips=109226) +[WARN] 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total skips=109275) +[WARN] step=214577 skipped: non-finite grad (total_norm=nan, total skips=109276) +[WARN] step=214578 skipped: non-finite grad (total_norm=inf, total skips=109277) +[WARN] step=214579 skipped: non-finite grad (total_norm=nan, total skips=109278) +[WARN] step=214580 skipped: non-finite grad (total_norm=inf, total skips=109279) +[WARN] step=214581 skipped: non-finite grad (total_norm=nan, total skips=109280) +[WARN] step=214582 skipped: non-finite grad (total_norm=inf, total skips=109281) +[WARN] step=214583 skipped: non-finite grad (total_norm=inf, total skips=109282) +[WARN] step=214584 skipped: non-finite grad (total_norm=inf, total skips=109283) +[WARN] step=214585 skipped: non-finite grad (total_norm=nan, total skips=109284) +[WARN] step=214586 skipped: non-finite grad (total_norm=inf, total skips=109285) +[WARN] step=214587 skipped: non-finite grad (total_norm=nan, total skips=109286) +[WARN] step=214588 skipped: non-finite grad (total_norm=inf, total skips=109287) +[WARN] step=214589 skipped: non-finite grad (total_norm=nan, total skips=109288) +[WARN] step=214590 skipped: non-finite grad (total_norm=inf, total skips=109289) +[WARN] step=214591 skipped: non-finite grad (total_norm=nan, total skips=109290) +[WARN] step=214592 skipped: non-finite grad (total_norm=inf, total skips=109291) +[WARN] step=214593 skipped: non-finite grad (total_norm=inf, total skips=109292) +[WARN] step=214594 skipped: non-finite grad (total_norm=nan, total skips=109293) +[WARN] step=214595 skipped: non-finite grad (total_norm=nan, total skips=109294) +[WARN] step=214596 skipped: non-finite grad (total_norm=nan, total skips=109295) +[WARN] step=214597 skipped: non-finite grad (total_norm=nan, total skips=109296) +[WARN] step=214598 skipped: non-finite grad (total_norm=nan, total skips=109297) +[WARN] step=214599 skipped: non-finite grad (total_norm=inf, total skips=109298) +[WARN] step=214600 skipped: non-finite grad (total_norm=inf, total skips=109299) +[WARN] step=214601 skipped: non-finite grad (total_norm=inf, total skips=109300) +[WARN] step=214602 skipped: non-finite grad (total_norm=inf, total skips=109301) +[WARN] step=214603 skipped: non-finite grad (total_norm=inf, total skips=109302) +[WARN] step=214604 skipped: non-finite grad (total_norm=inf, total skips=109303) +[WARN] step=214605 skipped: non-finite grad (total_norm=inf, total skips=109304) +[WARN] step=214606 skipped: non-finite grad (total_norm=inf, total skips=109305) +[WARN] step=214607 skipped: non-finite grad (total_norm=inf, total skips=109306) +[WARN] step=214608 skipped: non-finite grad (total_norm=inf, total skips=109307) +[WARN] step=214609 skipped: non-finite grad (total_norm=inf, total skips=109308) +[WARN] step=214610 skipped: non-finite grad (total_norm=nan, total skips=109309) +[WARN] step=214611 skipped: non-finite grad (total_norm=nan, total skips=109310) +[WARN] step=214612 skipped: non-finite grad (total_norm=inf, total skips=109311) +[WARN] step=214613 skipped: non-finite grad (total_norm=nan, total skips=109312) +[WARN] step=214614 skipped: non-finite grad (total_norm=inf, total skips=109313) +[WARN] step=214615 skipped: non-finite grad (total_norm=nan, total skips=109314) +[WARN] step=214616 skipped: non-finite grad (total_norm=nan, total skips=109315) +[WARN] step=214617 skipped: non-finite grad (total_norm=nan, total skips=109316) +[WARN] step=214618 skipped: non-finite grad (total_norm=nan, total skips=109317) +[WARN] step=214619 skipped: non-finite grad (total_norm=inf, total skips=109318) +[WARN] step=214620 skipped: non-finite grad (total_norm=nan, total skips=109319) +[WARN] step=214621 skipped: non-finite grad (total_norm=inf, total skips=109320) +[WARN] step=214622 skipped: non-finite grad (total_norm=nan, total skips=109321) +[WARN] step=214623 skipped: non-finite grad (total_norm=inf, total skips=109322) +[WARN] step=214624 skipped: non-finite grad (total_norm=inf, total skips=109323) +[WARN] step=214625 skipped: non-finite grad (total_norm=nan, total skips=109324) +[WARN] step=214626 skipped: non-finite grad (total_norm=inf, total skips=109325) +[WARN] step=214627 skipped: non-finite grad (total_norm=inf, total skips=109326) +[WARN] step=214628 skipped: non-finite grad (total_norm=inf, total skips=109327) +[WARN] step=214629 skipped: non-finite grad (total_norm=inf, total skips=109328) +[WARN] step=214630 skipped: non-finite grad (total_norm=nan, total skips=109329) +[WARN] step=214631 skipped: non-finite grad (total_norm=nan, total skips=109330) +[WARN] step=214632 skipped: non-finite grad (total_norm=inf, total skips=109331) +[WARN] step=214633 skipped: non-finite grad (total_norm=inf, total skips=109332) +[WARN] step=214634 skipped: non-finite grad (total_norm=inf, total skips=109333) +[WARN] step=214635 skipped: non-finite grad (total_norm=nan, total skips=109334) +[WARN] step=214636 skipped: non-finite grad (total_norm=inf, total skips=109335) +[WARN] step=214637 skipped: 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total skips=109360) +[WARN] step=214662 skipped: non-finite grad (total_norm=inf, total skips=109361) +[WARN] step=214663 skipped: non-finite grad (total_norm=inf, total skips=109362) +[WARN] step=214664 skipped: non-finite grad (total_norm=nan, total skips=109363) +[WARN] step=214665 skipped: non-finite grad (total_norm=inf, total skips=109364) +[WARN] step=214666 skipped: non-finite grad (total_norm=nan, total skips=109365) +[WARN] step=214667 skipped: non-finite grad (total_norm=inf, total skips=109366) +[WARN] step=214668 skipped: non-finite grad (total_norm=nan, total skips=109367) +[WARN] step=214669 skipped: non-finite grad (total_norm=inf, total skips=109368) +[WARN] step=214670 skipped: non-finite grad (total_norm=inf, total skips=109369) +[WARN] step=214671 skipped: non-finite grad (total_norm=inf, total skips=109370) +[WARN] step=214672 skipped: non-finite grad (total_norm=nan, total skips=109371) +[WARN] step=214673 skipped: non-finite grad (total_norm=nan, total skips=109372) +[WARN] step=214674 skipped: non-finite grad (total_norm=inf, total skips=109373) +[WARN] step=214675 skipped: non-finite grad (total_norm=inf, total skips=109374) +[WARN] step=214676 skipped: non-finite grad (total_norm=nan, total skips=109375) +[WARN] step=214677 skipped: non-finite grad (total_norm=nan, total skips=109376) +[WARN] step=214678 skipped: non-finite grad (total_norm=inf, total skips=109377) +[WARN] step=214679 skipped: non-finite grad (total_norm=inf, total skips=109378) +[WARN] step=214680 skipped: non-finite grad (total_norm=inf, total skips=109379) +[WARN] step=214681 skipped: non-finite grad (total_norm=inf, total skips=109380) +[WARN] step=214682 skipped: non-finite grad (total_norm=nan, total skips=109381) +[WARN] step=214683 skipped: non-finite grad (total_norm=inf, total skips=109382) +[WARN] step=214684 skipped: non-finite grad (total_norm=inf, total skips=109383) +[WARN] step=214685 skipped: non-finite grad (total_norm=inf, total skips=109384) 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total skips=109445) +[WARN] step=214747 skipped: non-finite grad (total_norm=nan, total skips=109446) +[WARN] step=214748 skipped: non-finite grad (total_norm=inf, total skips=109447) +[WARN] step=214749 skipped: non-finite grad (total_norm=inf, total skips=109448) +[WARN] step=214750 skipped: non-finite grad (total_norm=inf, total skips=109449) +[WARN] step=214751 skipped: non-finite grad (total_norm=nan, total skips=109450) +[WARN] step=214752 skipped: non-finite grad (total_norm=inf, total skips=109451) +[WARN] step=214753 skipped: non-finite grad (total_norm=inf, total skips=109452) +[WARN] step=214754 skipped: non-finite grad (total_norm=nan, total skips=109453) +[WARN] step=214755 skipped: non-finite grad (total_norm=nan, total skips=109454) +[WARN] step=214756 skipped: non-finite grad (total_norm=inf, total skips=109455) +[WARN] step=214757 skipped: non-finite grad (total_norm=inf, total skips=109456) +[WARN] step=214758 skipped: non-finite grad (total_norm=inf, total skips=109457) +[WARN] step=214759 skipped: non-finite grad (total_norm=inf, total skips=109458) +[WARN] step=214760 skipped: non-finite grad (total_norm=inf, total skips=109459) +[WARN] step=214761 skipped: non-finite grad (total_norm=nan, total skips=109460) +[WARN] step=214762 skipped: non-finite grad (total_norm=inf, total skips=109461) +[WARN] step=214763 skipped: non-finite grad (total_norm=inf, total skips=109462) +[WARN] step=214764 skipped: non-finite grad (total_norm=inf, total skips=109463) +[WARN] step=214765 skipped: non-finite grad (total_norm=inf, total skips=109464) +[WARN] step=214766 skipped: non-finite grad (total_norm=nan, total skips=109465) +[WARN] step=214767 skipped: non-finite grad (total_norm=inf, total skips=109466) +[WARN] step=214768 skipped: non-finite grad (total_norm=inf, total skips=109467) +[WARN] step=214769 skipped: non-finite grad (total_norm=inf, total skips=109468) +[WARN] step=214770 skipped: non-finite grad (total_norm=inf, total skips=109469) 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total skips=109530) +[WARN] step=214832 skipped: non-finite grad (total_norm=inf, total skips=109531) +[WARN] step=214833 skipped: non-finite grad (total_norm=inf, total skips=109532) +[WARN] step=214834 skipped: non-finite grad (total_norm=nan, total skips=109533) +[WARN] step=214835 skipped: non-finite grad (total_norm=inf, total skips=109534) +[WARN] step=214836 skipped: non-finite grad (total_norm=nan, total skips=109535) +[WARN] step=214837 skipped: non-finite grad (total_norm=inf, total skips=109536) +[WARN] step=214838 skipped: non-finite grad (total_norm=inf, total skips=109537) +[WARN] step=214839 skipped: non-finite grad (total_norm=inf, total skips=109538) +[WARN] step=214840 skipped: non-finite grad (total_norm=inf, total skips=109539) +[WARN] step=214841 skipped: non-finite grad (total_norm=inf, total skips=109540) +[WARN] step=214842 skipped: non-finite grad (total_norm=nan, total skips=109541) +[WARN] step=214843 skipped: non-finite grad (total_norm=nan, total skips=109542) +[WARN] step=214844 skipped: non-finite grad (total_norm=inf, total skips=109543) +[WARN] step=214845 skipped: non-finite grad (total_norm=inf, total skips=109544) +[WARN] step=214846 skipped: non-finite grad (total_norm=inf, total skips=109545) +[WARN] step=214847 skipped: non-finite grad (total_norm=inf, total skips=109546) +[WARN] step=214848 skipped: non-finite grad (total_norm=inf, total skips=109547) +[WARN] step=214849 skipped: non-finite grad (total_norm=inf, total skips=109548) +[WARN] step=214850 skipped: non-finite grad (total_norm=nan, total skips=109549) +[WARN] step=214851 skipped: non-finite grad (total_norm=inf, total skips=109550) +[WARN] step=214852 skipped: non-finite grad (total_norm=inf, total skips=109551) +[WARN] step=214853 skipped: non-finite grad (total_norm=inf, total skips=109552) +[WARN] step=214854 skipped: non-finite grad (total_norm=inf, total skips=109553) +[WARN] step=214855 skipped: non-finite grad (total_norm=inf, total skips=109554) 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total skips=109700) +[WARN] step=215002 skipped: non-finite grad (total_norm=nan, total skips=109701) +[WARN] step=215003 skipped: non-finite grad (total_norm=nan, total skips=109702) +[WARN] step=215004 skipped: non-finite grad (total_norm=inf, total skips=109703) +[WARN] step=215005 skipped: non-finite grad (total_norm=inf, total skips=109704) +[WARN] step=215006 skipped: non-finite grad (total_norm=nan, total skips=109705) +[WARN] step=215007 skipped: non-finite grad (total_norm=inf, total skips=109706) +[WARN] step=215008 skipped: non-finite grad (total_norm=inf, total skips=109707) +[WARN] step=215009 skipped: non-finite grad (total_norm=inf, total skips=109708) +[WARN] step=215010 skipped: non-finite grad (total_norm=nan, total skips=109709) +[WARN] step=215011 skipped: non-finite grad (total_norm=nan, total skips=109710) +[WARN] step=215012 skipped: non-finite grad (total_norm=nan, total skips=109711) +[WARN] step=215013 skipped: non-finite grad (total_norm=nan, total skips=109712) +[WARN] step=215014 skipped: non-finite grad (total_norm=inf, total skips=109713) +[WARN] step=215015 skipped: non-finite grad (total_norm=inf, total skips=109714) +[WARN] step=215016 skipped: non-finite grad (total_norm=nan, total skips=109715) +[WARN] step=215017 skipped: non-finite grad (total_norm=nan, total skips=109716) +[WARN] step=215018 skipped: non-finite grad (total_norm=inf, total skips=109717) +[WARN] step=215019 skipped: non-finite grad (total_norm=nan, total skips=109718) +[WARN] step=215020 skipped: non-finite grad (total_norm=nan, total skips=109719) +[WARN] step=215021 skipped: non-finite grad (total_norm=nan, total skips=109720) +[WARN] step=215022 skipped: non-finite grad (total_norm=inf, total skips=109721) +[WARN] step=215023 skipped: non-finite grad (total_norm=nan, total skips=109722) +[WARN] step=215024 skipped: non-finite grad (total_norm=inf, total skips=109723) +[WARN] step=215025 skipped: non-finite grad (total_norm=inf, total skips=109724) 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skips=109797) +[WARN] step=215099 skipped: non-finite grad (total_norm=inf, total skips=109798) +[WARN] step=215100 skipped: non-finite grad (total_norm=inf, total skips=109799) +[WARN] step=215101 skipped: non-finite grad (total_norm=inf, total skips=109800) +[WARN] step=215102 skipped: non-finite grad (total_norm=inf, total skips=109801) +[WARN] step=215103 skipped: non-finite grad (total_norm=inf, total skips=109802) +[WARN] step=215104 skipped: non-finite grad (total_norm=nan, total skips=109803) +[WARN] step=215105 skipped: non-finite grad (total_norm=nan, total skips=109804) +[WARN] step=215106 skipped: non-finite grad (total_norm=inf, total skips=109805) +[WARN] step=215107 skipped: non-finite grad (total_norm=nan, total skips=109806) +[WARN] step=215108 skipped: non-finite grad (total_norm=nan, total skips=109807) +[WARN] step=215109 skipped: non-finite grad (total_norm=inf, total skips=109808) +[WARN] step=215110 skipped: non-finite grad (total_norm=inf, total skips=109809) 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total skips=109955) +[WARN] step=215257 skipped: non-finite grad (total_norm=inf, total skips=109956) +[WARN] step=215258 skipped: non-finite grad (total_norm=inf, total skips=109957) +[WARN] step=215259 skipped: non-finite grad (total_norm=inf, total skips=109958) +[WARN] step=215260 skipped: non-finite grad (total_norm=nan, total skips=109959) +[WARN] step=215261 skipped: non-finite grad (total_norm=inf, total skips=109960) +[WARN] step=215262 skipped: non-finite grad (total_norm=inf, total skips=109961) +[WARN] step=215263 skipped: non-finite grad (total_norm=nan, total skips=109962) +[WARN] step=215264 skipped: non-finite grad (total_norm=nan, total skips=109963) +[WARN] step=215265 skipped: non-finite grad (total_norm=inf, total skips=109964) +[WARN] step=215266 skipped: non-finite grad (total_norm=nan, total skips=109965) +[WARN] step=215267 skipped: non-finite grad (total_norm=inf, total skips=109966) +[WARN] step=215268 skipped: non-finite grad (total_norm=nan, total skips=109967) +[WARN] step=215269 skipped: non-finite grad (total_norm=inf, total skips=109968) +[WARN] step=215270 skipped: non-finite grad (total_norm=inf, total skips=109969) +[WARN] step=215271 skipped: non-finite grad (total_norm=nan, total skips=109970) +[WARN] step=215272 skipped: non-finite grad (total_norm=inf, total skips=109971) +[WARN] step=215273 skipped: non-finite grad (total_norm=inf, total skips=109972) +[WARN] step=215274 skipped: non-finite grad (total_norm=inf, total skips=109973) +[WARN] step=215275 skipped: non-finite grad (total_norm=nan, total skips=109974) +[WARN] step=215276 skipped: non-finite grad (total_norm=nan, total skips=109975) +[WARN] step=215277 skipped: non-finite grad (total_norm=inf, total skips=109976) +[WARN] step=215278 skipped: non-finite grad (total_norm=nan, total skips=109977) +[WARN] step=215279 skipped: non-finite grad (total_norm=inf, total skips=109978) +[WARN] step=215280 skipped: non-finite grad (total_norm=inf, total skips=109979) 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(total_norm=inf, total skips=110198) +[WARN] step=215500 skipped: non-finite grad (total_norm=inf, total skips=110199) +[WARN] step=215501 skipped: non-finite grad (total_norm=nan, total skips=110200) +[WARN] step=215502 skipped: non-finite grad (total_norm=nan, total skips=110201) +[WARN] step=215503 skipped: non-finite grad (total_norm=inf, total skips=110202) +[WARN] step=215504 skipped: non-finite grad (total_norm=nan, total skips=110203) +[WARN] step=215505 skipped: non-finite grad (total_norm=nan, total skips=110204) +[WARN] step=215506 skipped: non-finite grad (total_norm=nan, total skips=110205) +[WARN] step=215507 skipped: non-finite grad (total_norm=inf, total skips=110206) +[WARN] step=215508 skipped: non-finite grad (total_norm=inf, total skips=110207) +[WARN] step=215509 skipped: non-finite grad (total_norm=inf, total skips=110208) +[WARN] step=215510 skipped: non-finite grad (total_norm=nan, total skips=110209) +[WARN] step=215511 skipped: non-finite grad (total_norm=inf, total skips=110210) +[WARN] step=215512 skipped: non-finite grad (total_norm=inf, total skips=110211) +[WARN] step=215513 skipped: non-finite grad (total_norm=inf, total skips=110212) +[WARN] step=215514 skipped: non-finite grad (total_norm=inf, total skips=110213) +[WARN] step=215515 skipped: non-finite grad (total_norm=nan, total skips=110214) +[WARN] step=215516 skipped: non-finite grad (total_norm=nan, total skips=110215) +[WARN] step=215517 skipped: non-finite grad (total_norm=nan, total skips=110216) +[WARN] step=215518 skipped: non-finite grad (total_norm=nan, total skips=110217) +[WARN] step=215519 skipped: non-finite grad (total_norm=nan, total skips=110218) +[WARN] step=215520 skipped: non-finite grad (total_norm=inf, total skips=110219) +[WARN] step=215521 skipped: non-finite grad (total_norm=inf, total skips=110220) +[WARN] step=215522 skipped: non-finite grad (total_norm=nan, total skips=110221) +[WARN] step=215523 skipped: non-finite grad (total_norm=inf, total skips=110222) +[WARN] step=215524 skipped: non-finite grad (total_norm=nan, total skips=110223) +[WARN] step=215525 skipped: non-finite grad (total_norm=inf, total skips=110224) +[WARN] step=215526 skipped: non-finite grad (total_norm=inf, total skips=110225) +[WARN] step=215527 skipped: non-finite grad (total_norm=inf, total skips=110226) +[WARN] step=215528 skipped: non-finite grad (total_norm=inf, total skips=110227) +[WARN] step=215529 skipped: non-finite grad (total_norm=inf, total skips=110228) +[WARN] step=215530 skipped: non-finite grad (total_norm=nan, total skips=110229) +[WARN] step=215531 skipped: non-finite grad (total_norm=nan, total skips=110230) +[WARN] step=215532 skipped: non-finite grad (total_norm=nan, total skips=110231) +[WARN] step=215533 skipped: non-finite grad (total_norm=inf, total skips=110232) +[WARN] step=215534 skipped: non-finite grad (total_norm=inf, total skips=110233) +[WARN] step=215535 skipped: non-finite grad (total_norm=nan, total skips=110234) 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total skips=110295) +[WARN] step=215597 skipped: non-finite grad (total_norm=inf, total skips=110296) +[WARN] step=215598 skipped: non-finite grad (total_norm=nan, total skips=110297) +[WARN] step=215599 skipped: non-finite grad (total_norm=nan, total skips=110298) +[WARN] step=215600 skipped: non-finite grad (total_norm=inf, total skips=110299) +[WARN] step=215601 skipped: non-finite grad (total_norm=inf, total skips=110300) +[WARN] step=215602 skipped: non-finite grad (total_norm=nan, total skips=110301) +[WARN] step=215603 skipped: non-finite grad (total_norm=nan, total skips=110302) +[WARN] step=215604 skipped: non-finite grad (total_norm=nan, total skips=110303) +[WARN] step=215605 skipped: non-finite grad (total_norm=inf, total skips=110304) +[WARN] step=215606 skipped: non-finite grad (total_norm=inf, total skips=110305) +[WARN] step=215607 skipped: non-finite grad (total_norm=inf, total skips=110306) +[WARN] step=215608 skipped: non-finite grad (total_norm=inf, total skips=110307) +[WARN] step=215609 skipped: non-finite grad (total_norm=inf, total skips=110308) +[WARN] step=215610 skipped: non-finite grad (total_norm=inf, total skips=110309) +[WARN] step=215611 skipped: non-finite grad (total_norm=nan, total skips=110310) +[WARN] step=215612 skipped: non-finite grad (total_norm=nan, total skips=110311) +[WARN] step=215613 skipped: non-finite grad (total_norm=nan, total skips=110312) +[WARN] step=215614 skipped: non-finite grad (total_norm=inf, total skips=110313) +[WARN] step=215615 skipped: non-finite grad (total_norm=inf, total skips=110314) +[WARN] step=215616 skipped: non-finite grad (total_norm=nan, total skips=110315) +[WARN] step=215617 skipped: non-finite grad (total_norm=inf, total skips=110316) +[WARN] step=215618 skipped: non-finite grad (total_norm=inf, total skips=110317) +[WARN] step=215619 skipped: non-finite grad (total_norm=inf, total skips=110318) +[WARN] step=215620 skipped: non-finite grad (total_norm=inf, total skips=110319) 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(total_norm=nan, total skips=110368) +[WARN] step=215670 skipped: non-finite grad (total_norm=inf, total skips=110369) +[WARN] step=215671 skipped: non-finite grad (total_norm=inf, total skips=110370) +[WARN] step=215672 skipped: non-finite grad (total_norm=inf, total skips=110371) +[WARN] step=215673 skipped: non-finite grad (total_norm=nan, total skips=110372) +[WARN] step=215674 skipped: non-finite grad (total_norm=nan, total skips=110373) +[WARN] step=215675 skipped: non-finite grad (total_norm=nan, total skips=110374) +[WARN] step=215676 skipped: non-finite grad (total_norm=inf, total skips=110375) +[WARN] step=215677 skipped: non-finite grad (total_norm=inf, total skips=110376) +[WARN] step=215678 skipped: non-finite grad (total_norm=inf, total skips=110377) +[WARN] step=215679 skipped: non-finite grad (total_norm=nan, total skips=110378) +[WARN] step=215680 skipped: non-finite grad (total_norm=inf, total skips=110379) +[WARN] step=215681 skipped: non-finite grad (total_norm=inf, total skips=110380) +[WARN] step=215682 skipped: non-finite grad (total_norm=nan, total skips=110381) +[WARN] step=215683 skipped: non-finite grad (total_norm=inf, total skips=110382) +[WARN] step=215684 skipped: non-finite grad (total_norm=inf, total skips=110383) +[WARN] step=215685 skipped: non-finite grad (total_norm=inf, total skips=110384) +[WARN] step=215686 skipped: non-finite grad (total_norm=inf, total skips=110385) +[WARN] step=215687 skipped: non-finite grad (total_norm=nan, total skips=110386) +[WARN] step=215688 skipped: non-finite grad (total_norm=nan, total skips=110387) +[WARN] step=215689 skipped: non-finite grad (total_norm=inf, total skips=110388) +[WARN] step=215690 skipped: non-finite grad (total_norm=nan, total skips=110389) +[WARN] step=215691 skipped: non-finite grad (total_norm=nan, total skips=110390) +[WARN] step=215692 skipped: non-finite grad (total_norm=inf, total skips=110391) +[WARN] step=215693 skipped: non-finite grad (total_norm=nan, total skips=110392) +[WARN] step=215694 skipped: non-finite grad (total_norm=inf, total skips=110393) +[WARN] step=215695 skipped: non-finite grad (total_norm=nan, total skips=110394) +[WARN] step=215696 skipped: non-finite grad (total_norm=inf, total skips=110395) +[WARN] step=215697 skipped: non-finite grad (total_norm=inf, total skips=110396) +[WARN] step=215698 skipped: non-finite grad (total_norm=inf, total skips=110397) +[WARN] step=215699 skipped: non-finite grad (total_norm=nan, total skips=110398) +[WARN] step=215700 skipped: non-finite grad (total_norm=inf, total skips=110399) +[WARN] step=215701 skipped: non-finite grad (total_norm=inf, total skips=110400) +[WARN] step=215702 skipped: non-finite grad (total_norm=inf, total skips=110401) +[WARN] step=215703 skipped: non-finite grad (total_norm=inf, total skips=110402) +[WARN] step=215704 skipped: non-finite grad (total_norm=inf, total skips=110403) +[WARN] step=215705 skipped: non-finite grad (total_norm=nan, total skips=110404) +[WARN] step=215706 skipped: non-finite grad (total_norm=nan, total skips=110405) +[WARN] step=215707 skipped: non-finite grad (total_norm=inf, total skips=110406) +[WARN] step=215708 skipped: non-finite grad (total_norm=inf, total skips=110407) +[WARN] step=215709 skipped: non-finite grad (total_norm=inf, total skips=110408) +[WARN] step=215710 skipped: non-finite grad (total_norm=nan, total skips=110409) +[WARN] step=215711 skipped: non-finite grad (total_norm=inf, total skips=110410) +[WARN] step=215712 skipped: non-finite grad (total_norm=inf, total skips=110411) +[WARN] step=215713 skipped: non-finite grad (total_norm=inf, total skips=110412) +[WARN] step=215714 skipped: non-finite grad (total_norm=inf, total skips=110413) +[WARN] step=215715 skipped: non-finite grad (total_norm=nan, total skips=110414) +[WARN] step=215716 skipped: non-finite grad (total_norm=nan, total skips=110415) +[WARN] step=215717 skipped: non-finite grad (total_norm=inf, total skips=110416) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=110429) +[WARN] step=215731 skipped: non-finite grad (total_norm=inf, total skips=110430) +[WARN] step=215732 skipped: non-finite grad (total_norm=inf, total skips=110431) +[WARN] step=215733 skipped: non-finite grad (total_norm=nan, total skips=110432) +[WARN] step=215734 skipped: non-finite grad (total_norm=nan, total skips=110433) +[WARN] step=215735 skipped: non-finite grad (total_norm=inf, total skips=110434) +[WARN] step=215736 skipped: non-finite grad (total_norm=inf, total skips=110435) +[WARN] step=215737 skipped: non-finite grad (total_norm=inf, total skips=110436) +[WARN] step=215738 skipped: non-finite grad (total_norm=inf, total skips=110437) +[WARN] step=215739 skipped: non-finite grad (total_norm=nan, total skips=110438) +[WARN] step=215740 skipped: non-finite grad (total_norm=nan, total skips=110439) +[WARN] step=215741 skipped: non-finite grad (total_norm=nan, total skips=110440) +[WARN] step=215742 skipped: 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(total_norm=inf, total skips=110453) +[WARN] step=215755 skipped: non-finite grad (total_norm=inf, total skips=110454) +[WARN] step=215756 skipped: non-finite grad (total_norm=inf, total skips=110455) +[WARN] step=215757 skipped: non-finite grad (total_norm=inf, total skips=110456) +[WARN] step=215758 skipped: non-finite grad (total_norm=inf, total skips=110457) +[WARN] step=215759 skipped: non-finite grad (total_norm=nan, total skips=110458) +[WARN] step=215760 skipped: non-finite grad (total_norm=nan, total skips=110459) +[WARN] step=215761 skipped: non-finite grad (total_norm=inf, total skips=110460) +[WARN] step=215762 skipped: non-finite grad (total_norm=inf, total skips=110461) +[WARN] step=215763 skipped: non-finite grad (total_norm=inf, total skips=110462) +[WARN] step=215764 skipped: non-finite grad (total_norm=nan, total skips=110463) +[WARN] step=215765 skipped: non-finite grad (total_norm=nan, total skips=110464) +[WARN] step=215766 skipped: non-finite grad (total_norm=inf, total skips=110465) +[WARN] step=215767 skipped: non-finite grad (total_norm=inf, total skips=110466) +[WARN] step=215768 skipped: non-finite grad (total_norm=inf, total skips=110467) +[WARN] step=215769 skipped: non-finite grad (total_norm=inf, total skips=110468) +[WARN] step=215770 skipped: non-finite grad (total_norm=inf, total skips=110469) +[WARN] step=215771 skipped: non-finite grad (total_norm=inf, total skips=110470) +[WARN] step=215772 skipped: non-finite grad (total_norm=inf, total skips=110471) +[WARN] step=215773 skipped: non-finite grad (total_norm=nan, total skips=110472) +[WARN] step=215774 skipped: non-finite grad (total_norm=inf, total skips=110473) +[WARN] step=215775 skipped: non-finite grad (total_norm=nan, total skips=110474) +[WARN] step=215776 skipped: non-finite grad (total_norm=inf, total skips=110475) +[WARN] step=215777 skipped: non-finite grad (total_norm=inf, total skips=110476) +[WARN] step=215778 skipped: non-finite grad (total_norm=nan, total skips=110477) +[WARN] step=215779 skipped: non-finite grad (total_norm=inf, total skips=110478) +[WARN] step=215780 skipped: non-finite grad (total_norm=nan, total skips=110479) +[WARN] step=215781 skipped: non-finite grad (total_norm=inf, total skips=110480) +[WARN] step=215782 skipped: non-finite grad (total_norm=inf, total skips=110481) +[WARN] step=215783 skipped: non-finite grad (total_norm=nan, total skips=110482) +[WARN] step=215784 skipped: non-finite grad (total_norm=inf, total skips=110483) +[WARN] step=215785 skipped: non-finite grad (total_norm=inf, total skips=110484) +[WARN] step=215786 skipped: non-finite grad (total_norm=nan, total skips=110485) +[WARN] step=215787 skipped: non-finite grad (total_norm=nan, total skips=110486) +[WARN] step=215788 skipped: non-finite grad (total_norm=inf, total skips=110487) +[WARN] step=215789 skipped: non-finite grad (total_norm=inf, total skips=110488) +[WARN] step=215790 skipped: non-finite grad (total_norm=inf, total skips=110489) +[WARN] step=215791 skipped: non-finite grad (total_norm=nan, total skips=110490) +[WARN] step=215792 skipped: non-finite grad (total_norm=inf, total skips=110491) +[WARN] step=215793 skipped: non-finite grad (total_norm=inf, total skips=110492) +[WARN] step=215794 skipped: non-finite grad (total_norm=inf, total skips=110493) +[WARN] step=215795 skipped: non-finite grad (total_norm=inf, total skips=110494) +[WARN] step=215796 skipped: non-finite grad (total_norm=inf, total skips=110495) +[WARN] step=215797 skipped: non-finite grad (total_norm=inf, total skips=110496) +[WARN] step=215798 skipped: non-finite grad (total_norm=nan, total skips=110497) +[WARN] step=215799 skipped: non-finite grad (total_norm=inf, total skips=110498) +[WARN] step=215800 skipped: non-finite grad (total_norm=nan, total skips=110499) +[WARN] step=215801 skipped: non-finite grad (total_norm=inf, total skips=110500) +[WARN] step=215802 skipped: non-finite grad (total_norm=nan, total skips=110501) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=110514) +[WARN] step=215816 skipped: non-finite grad (total_norm=inf, total skips=110515) +[WARN] step=215817 skipped: non-finite grad (total_norm=nan, total skips=110516) +[WARN] step=215818 skipped: non-finite grad (total_norm=inf, total skips=110517) +[WARN] step=215819 skipped: non-finite grad (total_norm=inf, total skips=110518) +[WARN] step=215820 skipped: non-finite grad (total_norm=inf, total skips=110519) +[WARN] step=215821 skipped: non-finite grad (total_norm=inf, total skips=110520) +[WARN] step=215822 skipped: non-finite grad (total_norm=inf, total skips=110521) +[WARN] step=215823 skipped: non-finite grad (total_norm=inf, total skips=110522) +[WARN] step=215824 skipped: non-finite grad (total_norm=inf, total skips=110523) +[WARN] step=215825 skipped: non-finite grad (total_norm=inf, total skips=110524) +[WARN] step=215826 skipped: non-finite grad (total_norm=nan, total skips=110525) +[WARN] step=215827 skipped: 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(total_norm=inf, total skips=110538) +[WARN] step=215840 skipped: non-finite grad (total_norm=inf, total skips=110539) +[WARN] step=215841 skipped: non-finite grad (total_norm=inf, total skips=110540) +[WARN] step=215842 skipped: non-finite grad (total_norm=inf, total skips=110541) +[WARN] step=215843 skipped: non-finite grad (total_norm=nan, total skips=110542) +[WARN] step=215844 skipped: non-finite grad (total_norm=inf, total skips=110543) +[WARN] step=215845 skipped: non-finite grad (total_norm=inf, total skips=110544) +[WARN] step=215846 skipped: non-finite grad (total_norm=inf, total skips=110545) +[WARN] step=215847 skipped: non-finite grad (total_norm=inf, total skips=110546) +[WARN] step=215848 skipped: non-finite grad (total_norm=inf, total skips=110547) +[WARN] step=215849 skipped: non-finite grad (total_norm=nan, total skips=110548) +[WARN] step=215850 skipped: non-finite grad (total_norm=inf, total skips=110549) +[WARN] step=215851 skipped: non-finite grad (total_norm=inf, total skips=110550) +[WARN] step=215852 skipped: non-finite grad (total_norm=nan, total skips=110551) +[WARN] step=215853 skipped: non-finite grad (total_norm=inf, total skips=110552) +[WARN] step=215854 skipped: non-finite grad (total_norm=inf, total skips=110553) +[WARN] step=215855 skipped: non-finite grad (total_norm=inf, total skips=110554) +[WARN] step=215856 skipped: non-finite grad (total_norm=inf, total skips=110555) +[WARN] step=215857 skipped: non-finite grad (total_norm=inf, total skips=110556) +[WARN] step=215858 skipped: non-finite grad (total_norm=inf, total skips=110557) +[WARN] step=215859 skipped: non-finite grad (total_norm=nan, total skips=110558) +[WARN] step=215860 skipped: non-finite grad (total_norm=nan, total skips=110559) +[WARN] step=215861 skipped: non-finite grad (total_norm=nan, total skips=110560) +[WARN] step=215862 skipped: non-finite grad (total_norm=inf, total skips=110561) +[WARN] step=215863 skipped: non-finite grad (total_norm=inf, total skips=110562) +[WARN] step=215864 skipped: non-finite grad (total_norm=inf, total skips=110563) +[WARN] step=215865 skipped: non-finite grad (total_norm=inf, total skips=110564) +[WARN] step=215866 skipped: non-finite grad (total_norm=inf, total skips=110565) +[WARN] step=215867 skipped: non-finite grad (total_norm=inf, total skips=110566) +[WARN] step=215868 skipped: non-finite grad (total_norm=nan, total skips=110567) +[WARN] step=215869 skipped: non-finite grad (total_norm=inf, total skips=110568) +[WARN] step=215870 skipped: non-finite grad (total_norm=inf, total skips=110569) +[WARN] step=215871 skipped: non-finite grad (total_norm=inf, total skips=110570) +[WARN] step=215872 skipped: non-finite grad (total_norm=nan, total skips=110571) +[WARN] step=215873 skipped: non-finite grad (total_norm=inf, total skips=110572) +[WARN] step=215874 skipped: non-finite grad (total_norm=nan, total skips=110573) +[WARN] step=215875 skipped: non-finite grad (total_norm=inf, total skips=110574) +[WARN] step=215876 skipped: non-finite grad (total_norm=inf, total skips=110575) +[WARN] step=215877 skipped: non-finite grad (total_norm=inf, total skips=110576) +[WARN] step=215878 skipped: non-finite grad (total_norm=nan, total skips=110577) +[WARN] step=215879 skipped: non-finite grad (total_norm=inf, total skips=110578) +[WARN] step=215880 skipped: non-finite grad (total_norm=nan, total skips=110579) +[WARN] step=215881 skipped: non-finite grad (total_norm=inf, total skips=110580) +[WARN] step=215882 skipped: non-finite grad (total_norm=nan, total skips=110581) +[WARN] step=215883 skipped: non-finite grad (total_norm=inf, total skips=110582) +[WARN] step=215884 skipped: non-finite grad (total_norm=nan, total skips=110583) +[WARN] step=215885 skipped: non-finite grad (total_norm=nan, total skips=110584) +[WARN] step=215886 skipped: non-finite grad (total_norm=inf, total skips=110585) +[WARN] step=215887 skipped: non-finite grad (total_norm=inf, total skips=110586) +[WARN] step=215888 skipped: non-finite grad (total_norm=nan, total skips=110587) +[WARN] step=215889 skipped: non-finite grad (total_norm=inf, total skips=110588) +[WARN] step=215890 skipped: non-finite grad (total_norm=inf, total skips=110589) +[WARN] step=215891 skipped: non-finite grad (total_norm=inf, total skips=110590) +[WARN] step=215892 skipped: non-finite grad (total_norm=inf, total skips=110591) +[WARN] step=215893 skipped: non-finite grad (total_norm=nan, total skips=110592) +[WARN] step=215894 skipped: non-finite grad (total_norm=nan, total skips=110593) +[WARN] step=215895 skipped: non-finite grad (total_norm=inf, total skips=110594) +[WARN] step=215896 skipped: non-finite grad (total_norm=inf, total skips=110595) +[WARN] step=215897 skipped: non-finite grad (total_norm=inf, total skips=110596) +[WARN] step=215898 skipped: non-finite grad (total_norm=inf, total skips=110597) +[WARN] step=215899 skipped: non-finite grad (total_norm=nan, total skips=110598) +[WARN] step=215900 skipped: non-finite grad (total_norm=inf, total skips=110599) +[WARN] step=215901 skipped: non-finite grad (total_norm=nan, total skips=110600) +[WARN] step=215902 skipped: non-finite grad (total_norm=inf, total skips=110601) +[WARN] step=215903 skipped: non-finite grad (total_norm=nan, total skips=110602) +[WARN] step=215904 skipped: non-finite grad (total_norm=inf, total skips=110603) +[WARN] step=215905 skipped: non-finite grad (total_norm=inf, total skips=110604) +[WARN] step=215906 skipped: non-finite grad (total_norm=nan, total skips=110605) +[WARN] step=215907 skipped: non-finite grad (total_norm=nan, total skips=110606) +[WARN] step=215908 skipped: non-finite grad (total_norm=inf, total skips=110607) +[WARN] step=215909 skipped: non-finite grad (total_norm=inf, total skips=110608) +[WARN] step=215910 skipped: non-finite grad (total_norm=inf, total skips=110609) +[WARN] step=215911 skipped: non-finite grad (total_norm=nan, total skips=110610) +[WARN] step=215912 skipped: 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(total_norm=inf, total skips=110623) +[WARN] step=215925 skipped: non-finite grad (total_norm=inf, total skips=110624) +[WARN] step=215926 skipped: non-finite grad (total_norm=inf, total skips=110625) +[WARN] step=215927 skipped: non-finite grad (total_norm=nan, total skips=110626) +[WARN] step=215928 skipped: non-finite grad (total_norm=inf, total skips=110627) +[WARN] step=215929 skipped: non-finite grad (total_norm=nan, total skips=110628) +[WARN] step=215930 skipped: non-finite grad (total_norm=inf, total skips=110629) +[WARN] step=215931 skipped: non-finite grad (total_norm=nan, total skips=110630) +[WARN] step=215932 skipped: non-finite grad (total_norm=inf, total skips=110631) +[WARN] step=215933 skipped: non-finite grad (total_norm=nan, total skips=110632) +[WARN] step=215934 skipped: non-finite grad (total_norm=inf, total skips=110633) +[WARN] step=215935 skipped: non-finite grad (total_norm=inf, total skips=110634) +[WARN] step=215936 skipped: non-finite grad (total_norm=inf, total skips=110635) +[WARN] step=215937 skipped: non-finite grad (total_norm=inf, total skips=110636) +[WARN] step=215938 skipped: non-finite grad (total_norm=inf, total skips=110637) +[WARN] step=215939 skipped: non-finite grad (total_norm=inf, total skips=110638) +[WARN] step=215940 skipped: non-finite grad (total_norm=inf, total skips=110639) +[WARN] step=215941 skipped: non-finite grad (total_norm=nan, total skips=110640) +[WARN] step=215942 skipped: non-finite grad (total_norm=inf, total skips=110641) +[WARN] step=215943 skipped: non-finite grad (total_norm=inf, total skips=110642) +[WARN] step=215944 skipped: non-finite grad (total_norm=inf, total skips=110643) +[WARN] step=215945 skipped: non-finite grad (total_norm=inf, total skips=110644) +[WARN] step=215946 skipped: non-finite grad (total_norm=inf, total skips=110645) +[WARN] step=215947 skipped: non-finite grad (total_norm=inf, total skips=110646) +[WARN] step=215948 skipped: non-finite grad (total_norm=inf, total skips=110647) +[WARN] step=215949 skipped: non-finite grad (total_norm=nan, total skips=110648) +[WARN] step=215950 skipped: non-finite grad (total_norm=nan, total skips=110649) +[WARN] step=215951 skipped: non-finite grad (total_norm=inf, total skips=110650) +[WARN] step=215952 skipped: non-finite grad (total_norm=inf, total skips=110651) +[WARN] step=215953 skipped: non-finite grad (total_norm=nan, total skips=110652) +[WARN] step=215954 skipped: non-finite grad (total_norm=inf, total skips=110653) +[WARN] step=215955 skipped: non-finite grad (total_norm=inf, total skips=110654) +[WARN] step=215956 skipped: non-finite grad (total_norm=nan, total skips=110655) +[WARN] step=215957 skipped: non-finite grad (total_norm=inf, total skips=110656) +[WARN] step=215958 skipped: non-finite grad (total_norm=inf, total skips=110657) +[WARN] step=215959 skipped: non-finite grad (total_norm=inf, total skips=110658) +[WARN] step=215960 skipped: non-finite grad (total_norm=inf, total skips=110659) +[WARN] step=215961 skipped: non-finite grad (total_norm=inf, total skips=110660) +[WARN] step=215962 skipped: non-finite grad (total_norm=inf, total skips=110661) +[WARN] step=215963 skipped: non-finite grad (total_norm=inf, total skips=110662) +[WARN] step=215964 skipped: non-finite grad (total_norm=nan, total skips=110663) +[WARN] step=215965 skipped: non-finite grad (total_norm=inf, total skips=110664) +[WARN] step=215966 skipped: non-finite grad (total_norm=nan, total skips=110665) +[WARN] step=215967 skipped: non-finite grad (total_norm=inf, total skips=110666) +[WARN] step=215968 skipped: non-finite grad (total_norm=inf, total skips=110667) +[WARN] step=215969 skipped: non-finite grad (total_norm=nan, total skips=110668) +[WARN] step=215970 skipped: non-finite grad (total_norm=inf, total skips=110669) +[WARN] step=215971 skipped: non-finite grad (total_norm=inf, total skips=110670) +[WARN] step=215972 skipped: non-finite grad (total_norm=inf, total skips=110671) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=110684) +[WARN] step=215986 skipped: non-finite grad (total_norm=nan, total skips=110685) +[WARN] step=215987 skipped: non-finite grad (total_norm=nan, total skips=110686) +[WARN] step=215988 skipped: non-finite grad (total_norm=inf, total skips=110687) +[WARN] step=215989 skipped: non-finite grad (total_norm=nan, total skips=110688) +[WARN] step=215990 skipped: non-finite grad (total_norm=inf, total skips=110689) +[WARN] step=215991 skipped: non-finite grad (total_norm=inf, total skips=110690) +[WARN] step=215992 skipped: non-finite grad (total_norm=nan, total skips=110691) +[WARN] step=215993 skipped: non-finite grad (total_norm=nan, total skips=110692) +[WARN] step=215994 skipped: non-finite grad (total_norm=nan, total skips=110693) +[WARN] step=215995 skipped: non-finite grad (total_norm=nan, total skips=110694) +[WARN] step=215996 skipped: non-finite grad (total_norm=inf, total skips=110695) +[WARN] step=215997 skipped: 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(total_norm=nan, total skips=110708) +[WARN] step=216010 skipped: non-finite grad (total_norm=inf, total skips=110709) +[WARN] step=216011 skipped: non-finite grad (total_norm=inf, total skips=110710) +[WARN] step=216012 skipped: non-finite grad (total_norm=inf, total skips=110711) +[WARN] step=216013 skipped: non-finite grad (total_norm=nan, total skips=110712) +[WARN] step=216014 skipped: non-finite grad (total_norm=inf, total skips=110713) +[WARN] step=216015 skipped: non-finite grad (total_norm=inf, total skips=110714) +[WARN] step=216016 skipped: non-finite grad (total_norm=inf, total skips=110715) +[WARN] step=216017 skipped: non-finite grad (total_norm=nan, total skips=110716) +[WARN] step=216018 skipped: non-finite grad (total_norm=inf, total skips=110717) +[WARN] step=216019 skipped: non-finite grad (total_norm=inf, total skips=110718) +[WARN] step=216020 skipped: non-finite grad (total_norm=inf, total skips=110719) +[WARN] step=216021 skipped: non-finite grad (total_norm=inf, total skips=110720) +[WARN] step=216022 skipped: non-finite grad (total_norm=inf, total skips=110721) +[WARN] step=216023 skipped: non-finite grad (total_norm=nan, total skips=110722) +[WARN] step=216024 skipped: non-finite grad (total_norm=inf, total skips=110723) +[WARN] step=216025 skipped: non-finite grad (total_norm=nan, total skips=110724) +[WARN] step=216026 skipped: non-finite grad (total_norm=nan, total skips=110725) +[WARN] step=216027 skipped: non-finite grad (total_norm=inf, total skips=110726) +[WARN] step=216028 skipped: non-finite grad (total_norm=inf, total skips=110727) +[WARN] step=216029 skipped: non-finite grad (total_norm=inf, total skips=110728) +[WARN] step=216030 skipped: non-finite grad (total_norm=nan, total skips=110729) +[WARN] step=216031 skipped: non-finite grad (total_norm=inf, total skips=110730) +[WARN] step=216032 skipped: non-finite grad (total_norm=inf, total skips=110731) +[WARN] step=216033 skipped: non-finite grad (total_norm=inf, total skips=110732) +[WARN] step=216034 skipped: non-finite grad (total_norm=nan, total skips=110733) +[WARN] step=216035 skipped: non-finite grad (total_norm=nan, total skips=110734) +[WARN] step=216036 skipped: non-finite grad (total_norm=inf, total skips=110735) +[WARN] step=216037 skipped: non-finite grad (total_norm=inf, total skips=110736) +[WARN] step=216038 skipped: non-finite grad (total_norm=inf, total skips=110737) +[WARN] step=216039 skipped: non-finite grad (total_norm=nan, total skips=110738) +[WARN] step=216040 skipped: non-finite grad (total_norm=inf, total skips=110739) +[WARN] step=216041 skipped: non-finite grad (total_norm=nan, total skips=110740) +[WARN] step=216042 skipped: non-finite grad (total_norm=inf, total skips=110741) +[WARN] step=216043 skipped: non-finite grad (total_norm=inf, total skips=110742) +[WARN] step=216044 skipped: non-finite grad (total_norm=nan, total skips=110743) +[WARN] step=216045 skipped: non-finite grad (total_norm=inf, total skips=110744) +[WARN] step=216046 skipped: non-finite grad (total_norm=inf, total skips=110745) +[WARN] step=216047 skipped: non-finite grad (total_norm=inf, total skips=110746) +[WARN] step=216048 skipped: non-finite grad (total_norm=inf, total skips=110747) +[WARN] step=216049 skipped: non-finite grad (total_norm=nan, total skips=110748) +[WARN] step=216050 skipped: non-finite grad (total_norm=nan, total skips=110749) +[WARN] step=216051 skipped: non-finite grad (total_norm=inf, total skips=110750) +[WARN] step=216052 skipped: non-finite grad (total_norm=inf, total skips=110751) +[WARN] step=216053 skipped: non-finite grad (total_norm=inf, total skips=110752) +[WARN] step=216054 skipped: non-finite grad (total_norm=inf, total skips=110753) +[WARN] step=216055 skipped: non-finite grad (total_norm=nan, total skips=110754) +[WARN] step=216056 skipped: non-finite grad (total_norm=inf, total skips=110755) +[WARN] step=216057 skipped: non-finite grad (total_norm=inf, total skips=110756) +[WARN] step=216058 skipped: non-finite grad (total_norm=inf, total skips=110757) +[WARN] step=216059 skipped: non-finite grad (total_norm=inf, total skips=110758) +[WARN] step=216060 skipped: non-finite grad (total_norm=inf, total skips=110759) +[WARN] step=216061 skipped: non-finite grad (total_norm=inf, total skips=110760) +[WARN] step=216062 skipped: non-finite grad (total_norm=inf, total skips=110761) +[WARN] step=216063 skipped: non-finite grad (total_norm=nan, total skips=110762) +[WARN] step=216064 skipped: non-finite grad (total_norm=nan, total skips=110763) +[WARN] step=216065 skipped: non-finite grad (total_norm=inf, total skips=110764) +[WARN] step=216066 skipped: non-finite grad (total_norm=nan, total skips=110765) +[WARN] step=216067 skipped: non-finite grad (total_norm=inf, total skips=110766) +[WARN] step=216068 skipped: non-finite grad (total_norm=inf, total skips=110767) +[WARN] step=216069 skipped: non-finite grad (total_norm=nan, total skips=110768) +[WARN] step=216070 skipped: non-finite grad (total_norm=inf, total skips=110769) +[WARN] step=216071 skipped: non-finite grad (total_norm=inf, total skips=110770) +[WARN] step=216072 skipped: non-finite grad (total_norm=inf, total skips=110771) +[WARN] step=216073 skipped: non-finite grad (total_norm=inf, total skips=110772) +[WARN] step=216074 skipped: non-finite grad (total_norm=inf, total skips=110773) +[WARN] step=216075 skipped: non-finite grad (total_norm=inf, total skips=110774) +[WARN] step=216076 skipped: non-finite grad (total_norm=nan, total skips=110775) +[WARN] step=216077 skipped: non-finite grad (total_norm=inf, total skips=110776) +[WARN] step=216078 skipped: non-finite grad (total_norm=nan, total skips=110777) +[WARN] step=216079 skipped: non-finite grad (total_norm=inf, total skips=110778) +[WARN] step=216080 skipped: non-finite grad (total_norm=nan, total skips=110779) +[WARN] step=216081 skipped: non-finite grad (total_norm=nan, total skips=110780) +[WARN] step=216082 skipped: 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(total_norm=inf, total skips=110793) +[WARN] step=216095 skipped: non-finite grad (total_norm=inf, total skips=110794) +[WARN] step=216096 skipped: non-finite grad (total_norm=nan, total skips=110795) +[WARN] step=216097 skipped: non-finite grad (total_norm=nan, total skips=110796) +[WARN] step=216098 skipped: non-finite grad (total_norm=nan, total skips=110797) +[WARN] step=216099 skipped: non-finite grad (total_norm=nan, total skips=110798) +[WARN] step=216100 skipped: non-finite grad (total_norm=nan, total skips=110799) +[WARN] step=216101 skipped: non-finite grad (total_norm=inf, total skips=110800) +[WARN] step=216102 skipped: non-finite grad (total_norm=nan, total skips=110801) +[WARN] step=216103 skipped: non-finite grad (total_norm=nan, total skips=110802) +[WARN] step=216104 skipped: non-finite grad (total_norm=inf, total skips=110803) +[WARN] step=216105 skipped: non-finite grad (total_norm=nan, total skips=110804) +[WARN] step=216106 skipped: non-finite grad (total_norm=nan, total skips=110805) +[WARN] step=216107 skipped: non-finite grad (total_norm=inf, total skips=110806) +[WARN] step=216108 skipped: non-finite grad (total_norm=inf, total skips=110807) +[WARN] step=216109 skipped: non-finite grad (total_norm=inf, total skips=110808) +[WARN] step=216110 skipped: non-finite grad (total_norm=inf, total skips=110809) +[WARN] step=216111 skipped: non-finite grad (total_norm=nan, total skips=110810) +[WARN] step=216112 skipped: non-finite grad (total_norm=inf, total skips=110811) +[WARN] step=216113 skipped: non-finite grad (total_norm=nan, total skips=110812) +[WARN] step=216114 skipped: non-finite grad (total_norm=inf, total skips=110813) +[WARN] step=216115 skipped: non-finite grad (total_norm=nan, total skips=110814) +[WARN] step=216116 skipped: non-finite grad (total_norm=inf, total skips=110815) +[WARN] step=216117 skipped: non-finite grad (total_norm=inf, total skips=110816) +[WARN] step=216118 skipped: non-finite grad (total_norm=inf, total skips=110817) +[WARN] step=216119 skipped: non-finite grad (total_norm=nan, total skips=110818) +[WARN] step=216120 skipped: non-finite grad (total_norm=inf, total skips=110819) +[WARN] step=216121 skipped: non-finite grad (total_norm=inf, total skips=110820) +[WARN] step=216122 skipped: non-finite grad (total_norm=inf, total skips=110821) +[WARN] step=216123 skipped: non-finite grad (total_norm=inf, total skips=110822) +[WARN] step=216124 skipped: non-finite grad (total_norm=nan, total skips=110823) +[WARN] step=216125 skipped: non-finite grad (total_norm=inf, total skips=110824) +[WARN] step=216126 skipped: non-finite grad (total_norm=nan, total skips=110825) +[WARN] step=216127 skipped: non-finite grad (total_norm=inf, total skips=110826) +[WARN] step=216128 skipped: non-finite grad (total_norm=inf, total skips=110827) +[WARN] step=216129 skipped: non-finite grad (total_norm=inf, total skips=110828) +[WARN] step=216130 skipped: non-finite grad (total_norm=nan, total skips=110829) +[WARN] step=216131 skipped: non-finite grad (total_norm=inf, total skips=110830) +[WARN] step=216132 skipped: non-finite grad (total_norm=inf, total skips=110831) +[WARN] step=216133 skipped: non-finite grad (total_norm=nan, total skips=110832) +[WARN] step=216134 skipped: non-finite grad (total_norm=inf, total skips=110833) +[WARN] step=216135 skipped: non-finite grad (total_norm=inf, total skips=110834) +[WARN] step=216136 skipped: non-finite grad (total_norm=nan, total skips=110835) +[WARN] step=216137 skipped: non-finite grad (total_norm=inf, total skips=110836) +[WARN] step=216138 skipped: non-finite grad (total_norm=inf, total skips=110837) +[WARN] step=216139 skipped: non-finite grad (total_norm=nan, total skips=110838) +[WARN] step=216140 skipped: non-finite grad (total_norm=inf, total skips=110839) +[WARN] step=216141 skipped: non-finite grad (total_norm=inf, total skips=110840) +[WARN] step=216142 skipped: non-finite grad (total_norm=inf, total skips=110841) +[WARN] step=216143 skipped: non-finite grad (total_norm=inf, total skips=110842) +[WARN] step=216144 skipped: non-finite grad (total_norm=nan, total skips=110843) +[WARN] step=216145 skipped: non-finite grad (total_norm=nan, total skips=110844) +[WARN] step=216146 skipped: non-finite grad (total_norm=inf, total skips=110845) +[WARN] step=216147 skipped: non-finite grad (total_norm=inf, total skips=110846) +[WARN] step=216148 skipped: non-finite grad (total_norm=inf, total skips=110847) +[WARN] step=216149 skipped: non-finite grad (total_norm=inf, total skips=110848) +[WARN] step=216150 skipped: non-finite grad (total_norm=nan, total skips=110849) +[WARN] step=216151 skipped: non-finite grad (total_norm=inf, total skips=110850) +[WARN] step=216152 skipped: non-finite grad (total_norm=inf, total skips=110851) +[WARN] step=216153 skipped: non-finite grad (total_norm=inf, total skips=110852) +[WARN] step=216154 skipped: non-finite grad (total_norm=inf, total skips=110853) +[WARN] step=216155 skipped: non-finite grad (total_norm=inf, total skips=110854) +[WARN] step=216156 skipped: non-finite grad (total_norm=nan, total skips=110855) +[WARN] step=216157 skipped: non-finite grad (total_norm=inf, total skips=110856) +[WARN] step=216158 skipped: non-finite grad (total_norm=inf, total skips=110857) +[WARN] step=216159 skipped: non-finite grad (total_norm=nan, total skips=110858) +[WARN] step=216160 skipped: non-finite grad (total_norm=nan, total skips=110859) +[WARN] step=216161 skipped: non-finite grad (total_norm=nan, total skips=110860) +[WARN] step=216162 skipped: non-finite grad (total_norm=inf, total skips=110861) +[WARN] step=216163 skipped: non-finite grad (total_norm=inf, total skips=110862) +[WARN] step=216164 skipped: non-finite grad (total_norm=nan, total skips=110863) +[WARN] step=216165 skipped: non-finite grad (total_norm=inf, total skips=110864) +[WARN] step=216166 skipped: non-finite grad (total_norm=nan, total skips=110865) +[WARN] step=216167 skipped: 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(total_norm=inf, total skips=110878) +[WARN] step=216180 skipped: non-finite grad (total_norm=nan, total skips=110879) +[WARN] step=216181 skipped: non-finite grad (total_norm=nan, total skips=110880) +[WARN] step=216182 skipped: non-finite grad (total_norm=inf, total skips=110881) +[WARN] step=216183 skipped: non-finite grad (total_norm=nan, total skips=110882) +[WARN] step=216184 skipped: non-finite grad (total_norm=nan, total skips=110883) +[WARN] step=216185 skipped: non-finite grad (total_norm=inf, total skips=110884) +[WARN] step=216186 skipped: non-finite grad (total_norm=inf, total skips=110885) +[WARN] step=216187 skipped: non-finite grad (total_norm=nan, total skips=110886) +[WARN] step=216188 skipped: non-finite grad (total_norm=nan, total skips=110887) +[WARN] step=216189 skipped: non-finite grad (total_norm=inf, total skips=110888) +[WARN] step=216190 skipped: non-finite grad (total_norm=inf, total skips=110889) +[WARN] step=216191 skipped: non-finite grad (total_norm=nan, total skips=110890) +[WARN] step=216192 skipped: non-finite grad (total_norm=nan, total skips=110891) +[WARN] step=216193 skipped: non-finite grad (total_norm=inf, total skips=110892) +[WARN] step=216194 skipped: non-finite grad (total_norm=nan, total skips=110893) +[WARN] step=216195 skipped: non-finite grad (total_norm=inf, total skips=110894) +[WARN] step=216196 skipped: non-finite grad (total_norm=inf, total skips=110895) +[WARN] step=216197 skipped: non-finite grad (total_norm=nan, total skips=110896) +[WARN] step=216198 skipped: non-finite grad (total_norm=inf, total skips=110897) +[WARN] step=216199 skipped: non-finite grad (total_norm=inf, total skips=110898) +[WARN] step=216200 skipped: non-finite grad (total_norm=nan, total skips=110899) +[WARN] step=216201 skipped: non-finite grad (total_norm=inf, total skips=110900) +[WARN] step=216202 skipped: non-finite grad (total_norm=inf, total skips=110901) +[WARN] step=216203 skipped: non-finite grad (total_norm=inf, total skips=110902) +[WARN] step=216204 skipped: non-finite grad (total_norm=nan, total skips=110903) +[WARN] step=216205 skipped: non-finite grad (total_norm=inf, total skips=110904) +[WARN] step=216206 skipped: non-finite grad (total_norm=inf, total skips=110905) +[WARN] step=216207 skipped: non-finite grad (total_norm=nan, total skips=110906) +[WARN] step=216208 skipped: non-finite grad (total_norm=inf, total skips=110907) +[WARN] step=216209 skipped: non-finite grad (total_norm=nan, total skips=110908) +[WARN] step=216210 skipped: non-finite grad (total_norm=inf, total skips=110909) +[WARN] step=216211 skipped: non-finite grad (total_norm=nan, total skips=110910) +[WARN] step=216212 skipped: non-finite grad (total_norm=inf, total skips=110911) +[WARN] step=216213 skipped: non-finite grad (total_norm=inf, total skips=110912) +[WARN] step=216214 skipped: non-finite grad (total_norm=nan, total skips=110913) +[WARN] step=216215 skipped: non-finite grad (total_norm=nan, total skips=110914) +[WARN] step=216216 skipped: non-finite grad (total_norm=inf, total skips=110915) +[WARN] step=216217 skipped: non-finite grad (total_norm=nan, total skips=110916) +[WARN] step=216218 skipped: non-finite grad (total_norm=inf, total skips=110917) +[WARN] step=216219 skipped: non-finite grad (total_norm=inf, total skips=110918) +[WARN] step=216220 skipped: non-finite grad (total_norm=inf, total skips=110919) +[WARN] step=216221 skipped: non-finite grad (total_norm=inf, total skips=110920) +[WARN] step=216222 skipped: non-finite grad (total_norm=inf, total skips=110921) +[WARN] step=216223 skipped: non-finite grad (total_norm=inf, total skips=110922) +[WARN] step=216224 skipped: non-finite grad (total_norm=nan, total skips=110923) +[WARN] step=216225 skipped: non-finite grad (total_norm=inf, total skips=110924) +[WARN] step=216226 skipped: non-finite grad (total_norm=nan, total skips=110925) +[WARN] step=216227 skipped: non-finite grad (total_norm=inf, total skips=110926) +[WARN] step=216228 skipped: non-finite grad (total_norm=inf, total skips=110927) +[WARN] step=216229 skipped: non-finite grad (total_norm=nan, total skips=110928) +[WARN] step=216230 skipped: non-finite grad (total_norm=inf, total skips=110929) +[WARN] step=216231 skipped: non-finite grad (total_norm=nan, total skips=110930) +[WARN] step=216232 skipped: non-finite grad (total_norm=inf, total skips=110931) +[WARN] step=216233 skipped: non-finite grad (total_norm=inf, total skips=110932) +[WARN] step=216234 skipped: non-finite grad (total_norm=inf, total skips=110933) +[WARN] step=216235 skipped: non-finite grad (total_norm=inf, total skips=110934) +[WARN] step=216236 skipped: non-finite grad (total_norm=inf, total skips=110935) +[WARN] step=216237 skipped: non-finite grad (total_norm=nan, total skips=110936) +[WARN] step=216238 skipped: non-finite grad (total_norm=nan, total skips=110937) +[WARN] step=216239 skipped: non-finite grad (total_norm=nan, total skips=110938) +[WARN] step=216240 skipped: non-finite grad (total_norm=inf, total skips=110939) +[WARN] step=216241 skipped: non-finite grad (total_norm=inf, total skips=110940) +[WARN] step=216242 skipped: non-finite grad (total_norm=inf, total skips=110941) +[WARN] step=216243 skipped: non-finite grad (total_norm=inf, total skips=110942) +[WARN] step=216244 skipped: non-finite grad (total_norm=nan, total skips=110943) +[WARN] step=216245 skipped: non-finite grad (total_norm=nan, total skips=110944) +[WARN] step=216246 skipped: non-finite grad (total_norm=inf, total skips=110945) +[WARN] step=216247 skipped: non-finite grad (total_norm=inf, total skips=110946) +[WARN] step=216248 skipped: non-finite grad (total_norm=inf, total skips=110947) +[WARN] step=216249 skipped: non-finite grad (total_norm=nan, total skips=110948) +[WARN] step=216250 skipped: non-finite grad (total_norm=inf, total skips=110949) +[WARN] step=216251 skipped: non-finite grad (total_norm=nan, total skips=110950) +[WARN] step=216252 skipped: 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(total_norm=inf, total skips=110963) +[WARN] step=216265 skipped: non-finite grad (total_norm=inf, total skips=110964) +[WARN] step=216266 skipped: non-finite grad (total_norm=nan, total skips=110965) +[WARN] step=216267 skipped: non-finite grad (total_norm=inf, total skips=110966) +[WARN] step=216268 skipped: non-finite grad (total_norm=inf, total skips=110967) +[WARN] step=216269 skipped: non-finite grad (total_norm=inf, total skips=110968) +[WARN] step=216270 skipped: non-finite grad (total_norm=nan, total skips=110969) +[WARN] step=216271 skipped: non-finite grad (total_norm=nan, total skips=110970) +[WARN] step=216272 skipped: non-finite grad (total_norm=inf, total skips=110971) +[WARN] step=216273 skipped: non-finite grad (total_norm=inf, total skips=110972) +[WARN] step=216274 skipped: non-finite grad (total_norm=inf, total skips=110973) +[WARN] step=216275 skipped: non-finite grad (total_norm=inf, total skips=110974) +[WARN] step=216276 skipped: non-finite grad (total_norm=nan, total skips=110975) +[WARN] step=216277 skipped: non-finite grad (total_norm=nan, total skips=110976) +[WARN] step=216278 skipped: non-finite grad (total_norm=inf, total skips=110977) +[WARN] step=216279 skipped: non-finite grad (total_norm=inf, total skips=110978) +[WARN] step=216280 skipped: non-finite grad (total_norm=inf, total skips=110979) +[WARN] step=216281 skipped: non-finite grad (total_norm=inf, total skips=110980) +[WARN] step=216282 skipped: non-finite grad (total_norm=inf, total skips=110981) +[WARN] step=216283 skipped: non-finite grad (total_norm=nan, total skips=110982) +[WARN] step=216284 skipped: non-finite grad (total_norm=inf, total skips=110983) +[WARN] step=216285 skipped: non-finite grad (total_norm=inf, total skips=110984) +[WARN] step=216286 skipped: non-finite grad (total_norm=nan, total skips=110985) +[WARN] step=216287 skipped: non-finite grad (total_norm=inf, total skips=110986) +[WARN] step=216288 skipped: non-finite grad (total_norm=inf, total skips=110987) +[WARN] step=216289 skipped: non-finite grad (total_norm=inf, total skips=110988) +[WARN] step=216290 skipped: non-finite grad (total_norm=inf, total skips=110989) +[WARN] step=216291 skipped: non-finite grad (total_norm=nan, total skips=110990) +[WARN] step=216292 skipped: non-finite grad (total_norm=inf, total skips=110991) +[WARN] step=216293 skipped: non-finite grad (total_norm=nan, total skips=110992) +[WARN] step=216294 skipped: non-finite grad (total_norm=nan, total skips=110993) +[WARN] step=216295 skipped: non-finite grad (total_norm=nan, total skips=110994) +[WARN] step=216296 skipped: non-finite grad (total_norm=inf, total skips=110995) +[WARN] step=216297 skipped: non-finite grad (total_norm=inf, total skips=110996) +[WARN] step=216298 skipped: non-finite grad (total_norm=inf, total skips=110997) +[WARN] step=216299 skipped: non-finite grad (total_norm=nan, total skips=110998) +[WARN] step=216300 skipped: non-finite grad (total_norm=inf, total skips=110999) +[WARN] step=216301 skipped: non-finite grad (total_norm=inf, total skips=111000) +[WARN] step=216302 skipped: non-finite grad (total_norm=nan, total skips=111001) +[WARN] step=216303 skipped: non-finite grad (total_norm=nan, total skips=111002) +[WARN] step=216304 skipped: non-finite grad (total_norm=inf, total skips=111003) +[WARN] step=216305 skipped: non-finite grad (total_norm=nan, total skips=111004) +[WARN] step=216306 skipped: non-finite grad (total_norm=inf, total skips=111005) +[WARN] step=216307 skipped: non-finite grad (total_norm=nan, total skips=111006) +[WARN] step=216308 skipped: non-finite grad (total_norm=nan, total skips=111007) +[WARN] step=216309 skipped: non-finite grad (total_norm=inf, total skips=111008) +[WARN] step=216310 skipped: non-finite grad (total_norm=nan, total skips=111009) +[WARN] step=216311 skipped: non-finite grad (total_norm=inf, total skips=111010) +[WARN] step=216312 skipped: non-finite grad (total_norm=inf, total skips=111011) +[WARN] 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skipped: non-finite grad (total_norm=inf, total skips=111024) +[WARN] step=216326 skipped: non-finite grad (total_norm=nan, total skips=111025) +[WARN] step=216327 skipped: non-finite grad (total_norm=inf, total skips=111026) +[WARN] step=216328 skipped: non-finite grad (total_norm=nan, total skips=111027) +[WARN] step=216329 skipped: non-finite grad (total_norm=nan, total skips=111028) +[WARN] step=216330 skipped: non-finite grad (total_norm=nan, total skips=111029) +[WARN] step=216331 skipped: non-finite grad (total_norm=inf, total skips=111030) +[WARN] step=216332 skipped: non-finite grad (total_norm=inf, total skips=111031) +[WARN] step=216333 skipped: non-finite grad (total_norm=inf, total skips=111032) +[WARN] step=216334 skipped: non-finite grad (total_norm=inf, total skips=111033) +[WARN] step=216335 skipped: non-finite grad (total_norm=inf, total skips=111034) +[WARN] step=216336 skipped: non-finite grad (total_norm=inf, total skips=111035) +[WARN] step=216337 skipped: 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total skips=111060) +[WARN] step=216362 skipped: non-finite grad (total_norm=nan, total skips=111061) +[WARN] step=216363 skipped: non-finite grad (total_norm=inf, total skips=111062) +[WARN] step=216364 skipped: non-finite grad (total_norm=inf, total skips=111063) +[WARN] step=216365 skipped: non-finite grad (total_norm=inf, total skips=111064) +[WARN] step=216366 skipped: non-finite grad (total_norm=nan, total skips=111065) +[WARN] step=216367 skipped: non-finite grad (total_norm=nan, total skips=111066) +[WARN] step=216368 skipped: non-finite grad (total_norm=inf, total skips=111067) +[WARN] step=216369 skipped: non-finite grad (total_norm=inf, total skips=111068) +[WARN] step=216370 skipped: non-finite grad (total_norm=inf, total skips=111069) +[WARN] step=216371 skipped: non-finite grad (total_norm=inf, total skips=111070) +[WARN] step=216372 skipped: non-finite grad (total_norm=inf, total skips=111071) +[WARN] step=216373 skipped: non-finite grad (total_norm=inf, total skips=111072) +[WARN] step=216374 skipped: non-finite grad (total_norm=inf, total skips=111073) +[WARN] step=216375 skipped: non-finite grad (total_norm=nan, total skips=111074) +[WARN] step=216376 skipped: non-finite grad (total_norm=inf, total skips=111075) +[WARN] step=216377 skipped: non-finite grad (total_norm=nan, total skips=111076) +[WARN] step=216378 skipped: non-finite grad (total_norm=inf, total skips=111077) +[WARN] step=216379 skipped: non-finite grad (total_norm=inf, total skips=111078) +[WARN] step=216380 skipped: non-finite grad (total_norm=nan, total skips=111079) +[WARN] step=216381 skipped: non-finite grad (total_norm=inf, total skips=111080) +[WARN] step=216382 skipped: non-finite grad (total_norm=inf, total skips=111081) +[WARN] step=216383 skipped: non-finite grad (total_norm=nan, total skips=111082) +[WARN] step=216384 skipped: non-finite grad (total_norm=inf, total skips=111083) +[WARN] step=216385 skipped: non-finite grad (total_norm=inf, total skips=111084) +[WARN] step=216386 skipped: non-finite grad (total_norm=inf, total skips=111085) +[WARN] step=216387 skipped: non-finite grad (total_norm=inf, total skips=111086) +[WARN] step=216388 skipped: non-finite grad (total_norm=inf, total skips=111087) +[WARN] step=216389 skipped: non-finite grad (total_norm=inf, total skips=111088) +[WARN] step=216390 skipped: non-finite grad (total_norm=nan, total skips=111089) +[WARN] step=216391 skipped: non-finite grad (total_norm=inf, total skips=111090) +[WARN] step=216392 skipped: non-finite grad (total_norm=inf, total skips=111091) +[WARN] step=216393 skipped: non-finite grad (total_norm=inf, total skips=111092) +[WARN] step=216394 skipped: non-finite grad (total_norm=inf, total skips=111093) +[WARN] step=216395 skipped: non-finite grad (total_norm=inf, total skips=111094) +[WARN] step=216396 skipped: non-finite grad (total_norm=nan, total skips=111095) +[WARN] step=216397 skipped: non-finite grad (total_norm=inf, total skips=111096) +[WARN] 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skipped: non-finite grad (total_norm=nan, total skips=111109) +[WARN] step=216411 skipped: non-finite grad (total_norm=inf, total skips=111110) +[WARN] step=216412 skipped: non-finite grad (total_norm=nan, total skips=111111) +[WARN] step=216413 skipped: non-finite grad (total_norm=nan, total skips=111112) +[WARN] step=216414 skipped: non-finite grad (total_norm=nan, total skips=111113) +[WARN] step=216415 skipped: non-finite grad (total_norm=inf, total skips=111114) +[WARN] step=216416 skipped: non-finite grad (total_norm=inf, total skips=111115) +[WARN] step=216417 skipped: non-finite grad (total_norm=nan, total skips=111116) +[WARN] step=216418 skipped: non-finite grad (total_norm=inf, total skips=111117) +[WARN] step=216419 skipped: non-finite grad (total_norm=inf, total skips=111118) +[WARN] step=216420 skipped: non-finite grad (total_norm=inf, total skips=111119) +[WARN] step=216421 skipped: non-finite grad (total_norm=nan, total skips=111120) +[WARN] step=216422 skipped: 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total skips=111145) +[WARN] step=216447 skipped: non-finite grad (total_norm=nan, total skips=111146) +[WARN] step=216448 skipped: non-finite grad (total_norm=inf, total skips=111147) +[WARN] step=216449 skipped: non-finite grad (total_norm=inf, total skips=111148) +[WARN] step=216450 skipped: non-finite grad (total_norm=inf, total skips=111149) +[WARN] step=216451 skipped: non-finite grad (total_norm=inf, total skips=111150) +[WARN] step=216452 skipped: non-finite grad (total_norm=inf, total skips=111151) +[WARN] step=216453 skipped: non-finite grad (total_norm=inf, total skips=111152) +[WARN] step=216454 skipped: non-finite grad (total_norm=inf, total skips=111153) +[WARN] step=216455 skipped: non-finite grad (total_norm=inf, total skips=111154) +[WARN] step=216456 skipped: non-finite grad (total_norm=inf, total skips=111155) +[WARN] step=216457 skipped: non-finite grad (total_norm=nan, total skips=111156) +[WARN] step=216458 skipped: non-finite grad (total_norm=inf, total skips=111157) +[WARN] step=216459 skipped: non-finite grad (total_norm=inf, total skips=111158) +[WARN] step=216460 skipped: non-finite grad (total_norm=nan, total skips=111159) +[WARN] step=216461 skipped: non-finite grad (total_norm=nan, total skips=111160) +[WARN] step=216462 skipped: non-finite grad (total_norm=inf, total skips=111161) +[WARN] step=216463 skipped: non-finite grad (total_norm=nan, total skips=111162) +[WARN] step=216464 skipped: non-finite grad (total_norm=inf, total skips=111163) +[WARN] step=216465 skipped: non-finite grad (total_norm=nan, total skips=111164) +[WARN] step=216466 skipped: non-finite grad (total_norm=inf, total skips=111165) +[WARN] step=216467 skipped: non-finite grad (total_norm=inf, total skips=111166) +[WARN] step=216468 skipped: non-finite grad (total_norm=inf, total skips=111167) +[WARN] step=216469 skipped: non-finite grad (total_norm=inf, total skips=111168) +[WARN] step=216470 skipped: non-finite grad (total_norm=inf, total skips=111169) 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total skips=111230) +[WARN] step=216532 skipped: non-finite grad (total_norm=nan, total skips=111231) +[WARN] step=216533 skipped: non-finite grad (total_norm=nan, total skips=111232) +[WARN] step=216534 skipped: non-finite grad (total_norm=inf, total skips=111233) +[WARN] step=216535 skipped: non-finite grad (total_norm=nan, total skips=111234) +[WARN] step=216536 skipped: non-finite grad (total_norm=inf, total skips=111235) +[WARN] step=216537 skipped: non-finite grad (total_norm=nan, total skips=111236) +[WARN] step=216538 skipped: non-finite grad (total_norm=nan, total skips=111237) +[WARN] step=216539 skipped: non-finite grad (total_norm=inf, total skips=111238) +[WARN] step=216540 skipped: non-finite grad (total_norm=nan, total skips=111239) +[WARN] step=216541 skipped: non-finite grad (total_norm=inf, total skips=111240) +[WARN] step=216542 skipped: non-finite grad (total_norm=nan, total skips=111241) +[WARN] step=216543 skipped: non-finite grad (total_norm=inf, total skips=111242) +[WARN] step=216544 skipped: non-finite grad (total_norm=nan, total skips=111243) +[WARN] step=216545 skipped: non-finite grad (total_norm=inf, total skips=111244) +[WARN] step=216546 skipped: non-finite grad (total_norm=inf, total skips=111245) +[WARN] step=216547 skipped: non-finite grad (total_norm=inf, total skips=111246) +[WARN] step=216548 skipped: non-finite grad (total_norm=inf, total skips=111247) +[WARN] step=216549 skipped: non-finite grad (total_norm=inf, total skips=111248) +[WARN] step=216550 skipped: non-finite grad (total_norm=inf, total skips=111249) +[WARN] step=216551 skipped: non-finite grad (total_norm=inf, total skips=111250) +[WARN] step=216552 skipped: non-finite grad (total_norm=inf, total skips=111251) +[WARN] step=216553 skipped: non-finite grad (total_norm=nan, total skips=111252) +[WARN] step=216554 skipped: non-finite grad (total_norm=inf, total skips=111253) +[WARN] step=216555 skipped: non-finite grad (total_norm=nan, total skips=111254) 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total skips=111315) +[WARN] step=216617 skipped: non-finite grad (total_norm=inf, total skips=111316) +[WARN] step=216618 skipped: non-finite grad (total_norm=nan, total skips=111317) +[WARN] step=216619 skipped: non-finite grad (total_norm=inf, total skips=111318) +[WARN] step=216620 skipped: non-finite grad (total_norm=inf, total skips=111319) +[WARN] step=216621 skipped: non-finite grad (total_norm=inf, total skips=111320) +[WARN] step=216622 skipped: non-finite grad (total_norm=inf, total skips=111321) +[WARN] step=216623 skipped: non-finite grad (total_norm=inf, total skips=111322) +[WARN] step=216624 skipped: non-finite grad (total_norm=nan, total skips=111323) +[WARN] step=216625 skipped: non-finite grad (total_norm=inf, total skips=111324) +[WARN] step=216626 skipped: non-finite grad (total_norm=inf, total skips=111325) +[WARN] step=216627 skipped: non-finite grad (total_norm=inf, total skips=111326) +[WARN] step=216628 skipped: non-finite grad (total_norm=inf, total 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total skips=111400) +[WARN] step=216702 skipped: non-finite grad (total_norm=nan, total skips=111401) +[WARN] step=216703 skipped: non-finite grad (total_norm=inf, total skips=111402) +[WARN] step=216704 skipped: non-finite grad (total_norm=inf, total skips=111403) +[WARN] step=216705 skipped: non-finite grad (total_norm=nan, total skips=111404) +[WARN] step=216706 skipped: non-finite grad (total_norm=inf, total skips=111405) +[WARN] step=216707 skipped: non-finite grad (total_norm=inf, total skips=111406) +[WARN] step=216708 skipped: non-finite grad (total_norm=nan, total skips=111407) +[WARN] step=216709 skipped: non-finite grad (total_norm=inf, total skips=111408) +[WARN] step=216710 skipped: non-finite grad (total_norm=inf, total skips=111409) +[WARN] step=216711 skipped: non-finite grad (total_norm=inf, total skips=111410) +[WARN] step=216712 skipped: non-finite grad (total_norm=inf, total skips=111411) +[WARN] step=216713 skipped: non-finite grad (total_norm=inf, total skips=111412) +[WARN] step=216714 skipped: non-finite grad (total_norm=inf, total skips=111413) +[WARN] step=216715 skipped: non-finite grad (total_norm=inf, total skips=111414) +[WARN] step=216716 skipped: non-finite grad (total_norm=inf, total skips=111415) +[WARN] step=216717 skipped: non-finite grad (total_norm=inf, total skips=111416) +[WARN] step=216718 skipped: non-finite grad (total_norm=nan, total skips=111417) +[WARN] step=216719 skipped: non-finite grad (total_norm=inf, total skips=111418) +[WARN] step=216720 skipped: non-finite grad (total_norm=inf, total skips=111419) +[WARN] step=216721 skipped: non-finite grad (total_norm=nan, total skips=111420) +[WARN] step=216722 skipped: non-finite grad (total_norm=inf, total skips=111421) +[WARN] step=216723 skipped: non-finite grad (total_norm=inf, total skips=111422) +[WARN] step=216724 skipped: non-finite grad (total_norm=nan, total skips=111423) +[WARN] step=216725 skipped: non-finite grad (total_norm=inf, total skips=111424) +[WARN] step=216726 skipped: non-finite grad (total_norm=inf, total skips=111425) +[WARN] step=216727 skipped: non-finite grad (total_norm=inf, total skips=111426) +[WARN] step=216728 skipped: non-finite grad (total_norm=inf, total skips=111427) +[WARN] step=216729 skipped: non-finite grad (total_norm=inf, total skips=111428) +[WARN] step=216730 skipped: non-finite grad (total_norm=inf, total skips=111429) +[WARN] step=216731 skipped: non-finite grad (total_norm=inf, total skips=111430) +[WARN] step=216732 skipped: non-finite grad (total_norm=inf, total skips=111431) +[WARN] step=216733 skipped: non-finite grad (total_norm=inf, total skips=111432) +[WARN] step=216734 skipped: non-finite grad (total_norm=inf, total skips=111433) +[WARN] step=216735 skipped: non-finite grad (total_norm=nan, total skips=111434) +[WARN] step=216736 skipped: non-finite grad (total_norm=inf, total skips=111435) +[WARN] step=216737 skipped: non-finite grad (total_norm=nan, total skips=111436) +[WARN] step=216738 skipped: non-finite grad (total_norm=nan, total skips=111437) +[WARN] step=216739 skipped: non-finite grad (total_norm=inf, total skips=111438) +[WARN] step=216740 skipped: non-finite grad (total_norm=inf, total skips=111439) +[WARN] step=216741 skipped: non-finite grad (total_norm=inf, total skips=111440) +[WARN] step=216742 skipped: non-finite grad (total_norm=nan, total skips=111441) +[WARN] step=216743 skipped: non-finite grad (total_norm=inf, total skips=111442) +[WARN] step=216744 skipped: non-finite grad (total_norm=inf, total skips=111443) +[WARN] step=216745 skipped: non-finite grad (total_norm=inf, total skips=111444) +[WARN] step=216746 skipped: non-finite grad (total_norm=inf, total skips=111445) +[WARN] step=216747 skipped: non-finite grad (total_norm=nan, total skips=111446) +[WARN] step=216748 skipped: non-finite grad (total_norm=nan, total skips=111447) +[WARN] step=216749 skipped: non-finite grad (total_norm=nan, total skips=111448) +[WARN] step=216750 skipped: non-finite grad (total_norm=inf, total skips=111449) +[WARN] step=216751 skipped: non-finite grad (total_norm=nan, total skips=111450) +[WARN] step=216752 skipped: non-finite grad (total_norm=inf, total skips=111451) +[WARN] step=216753 skipped: non-finite grad (total_norm=inf, total skips=111452) +[WARN] step=216754 skipped: non-finite grad (total_norm=nan, total skips=111453) +[WARN] step=216755 skipped: non-finite grad (total_norm=inf, total skips=111454) +[WARN] step=216756 skipped: non-finite grad (total_norm=inf, total skips=111455) +[WARN] step=216757 skipped: non-finite grad (total_norm=nan, total skips=111456) +[WARN] step=216758 skipped: non-finite grad (total_norm=inf, total skips=111457) +[WARN] step=216759 skipped: non-finite grad (total_norm=nan, total skips=111458) +[WARN] step=216760 skipped: non-finite grad (total_norm=inf, total skips=111459) +[WARN] step=216761 skipped: non-finite grad (total_norm=inf, total skips=111460) +[WARN] step=216762 skipped: 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(total_norm=nan, total skips=111473) +[WARN] step=216775 skipped: non-finite grad (total_norm=inf, total skips=111474) +[WARN] step=216776 skipped: non-finite grad (total_norm=inf, total skips=111475) +[WARN] step=216777 skipped: non-finite grad (total_norm=inf, total skips=111476) +[WARN] step=216778 skipped: non-finite grad (total_norm=inf, total skips=111477) +[WARN] step=216779 skipped: non-finite grad (total_norm=inf, total skips=111478) +[WARN] step=216780 skipped: non-finite grad (total_norm=inf, total skips=111479) +[WARN] step=216781 skipped: non-finite grad (total_norm=inf, total skips=111480) +[WARN] step=216782 skipped: non-finite grad (total_norm=inf, total skips=111481) +[WARN] step=216783 skipped: non-finite grad (total_norm=inf, total skips=111482) +[WARN] step=216784 skipped: non-finite grad (total_norm=inf, total skips=111483) +[WARN] step=216785 skipped: non-finite grad (total_norm=inf, total skips=111484) +[WARN] step=216786 skipped: non-finite grad (total_norm=inf, total skips=111485) +[WARN] step=216787 skipped: non-finite grad (total_norm=inf, total skips=111486) +[WARN] step=216788 skipped: non-finite grad (total_norm=nan, total skips=111487) +[WARN] step=216789 skipped: non-finite grad (total_norm=nan, total skips=111488) +[WARN] step=216790 skipped: non-finite grad (total_norm=inf, total skips=111489) +[WARN] step=216791 skipped: non-finite grad (total_norm=nan, total skips=111490) +[WARN] step=216792 skipped: non-finite grad (total_norm=nan, total skips=111491) +[WARN] step=216793 skipped: non-finite grad (total_norm=inf, total skips=111492) +[WARN] step=216794 skipped: non-finite grad (total_norm=inf, total skips=111493) +[WARN] step=216795 skipped: non-finite grad (total_norm=inf, total skips=111494) +[WARN] step=216796 skipped: non-finite grad (total_norm=inf, total skips=111495) +[WARN] step=216797 skipped: non-finite grad (total_norm=nan, total skips=111496) +[WARN] step=216798 skipped: non-finite grad (total_norm=inf, total skips=111497) +[WARN] step=216799 skipped: non-finite grad (total_norm=inf, total skips=111498) +[WARN] step=216800 skipped: non-finite grad (total_norm=nan, total skips=111499) +[WARN] step=216801 skipped: non-finite grad (total_norm=nan, total skips=111500) +[WARN] step=216802 skipped: non-finite grad (total_norm=nan, total skips=111501) +[WARN] step=216803 skipped: non-finite grad (total_norm=inf, total skips=111502) +[WARN] step=216804 skipped: non-finite grad (total_norm=inf, total skips=111503) +[WARN] step=216805 skipped: non-finite grad (total_norm=nan, total skips=111504) +[WARN] step=216806 skipped: non-finite grad (total_norm=nan, total skips=111505) +[WARN] step=216807 skipped: non-finite grad (total_norm=inf, total skips=111506) +[WARN] step=216808 skipped: non-finite grad (total_norm=inf, total skips=111507) +[WARN] step=216809 skipped: non-finite grad (total_norm=inf, total skips=111508) +[WARN] step=216810 skipped: non-finite grad (total_norm=inf, total skips=111509) +[WARN] step=216811 skipped: non-finite grad (total_norm=inf, total skips=111510) +[WARN] step=216812 skipped: non-finite grad (total_norm=nan, total skips=111511) +[WARN] step=216813 skipped: non-finite grad (total_norm=inf, total skips=111512) +[WARN] step=216814 skipped: non-finite grad (total_norm=inf, total skips=111513) +[WARN] step=216815 skipped: non-finite grad (total_norm=nan, total skips=111514) +[WARN] step=216816 skipped: non-finite grad (total_norm=inf, total skips=111515) +[WARN] step=216817 skipped: non-finite grad (total_norm=inf, total skips=111516) +[WARN] step=216818 skipped: non-finite grad (total_norm=inf, total skips=111517) +[WARN] step=216819 skipped: non-finite grad (total_norm=inf, total skips=111518) +[WARN] step=216820 skipped: non-finite grad (total_norm=inf, total skips=111519) +[WARN] step=216821 skipped: non-finite grad (total_norm=nan, total skips=111520) +[WARN] step=216822 skipped: non-finite grad (total_norm=nan, total skips=111521) +[WARN] 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skipped: non-finite grad (total_norm=nan, total skips=111534) +[WARN] step=216836 skipped: non-finite grad (total_norm=nan, total skips=111535) +[WARN] step=216837 skipped: non-finite grad (total_norm=inf, total skips=111536) +[WARN] step=216838 skipped: non-finite grad (total_norm=inf, total skips=111537) +[WARN] step=216839 skipped: non-finite grad (total_norm=nan, total skips=111538) +[WARN] step=216840 skipped: non-finite grad (total_norm=inf, total skips=111539) +[WARN] step=216841 skipped: non-finite grad (total_norm=nan, total skips=111540) +[WARN] step=216842 skipped: non-finite grad (total_norm=inf, total skips=111541) +[WARN] step=216843 skipped: non-finite grad (total_norm=inf, total skips=111542) +[WARN] step=216844 skipped: non-finite grad (total_norm=inf, total skips=111543) +[WARN] step=216845 skipped: non-finite grad (total_norm=inf, total skips=111544) +[WARN] step=216846 skipped: non-finite grad (total_norm=nan, total skips=111545) +[WARN] step=216847 skipped: 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total skips=111570) +[WARN] step=216872 skipped: non-finite grad (total_norm=nan, total skips=111571) +[WARN] step=216873 skipped: non-finite grad (total_norm=inf, total skips=111572) +[WARN] step=216874 skipped: non-finite grad (total_norm=nan, total skips=111573) +[WARN] step=216875 skipped: non-finite grad (total_norm=inf, total skips=111574) +[WARN] step=216876 skipped: non-finite grad (total_norm=inf, total skips=111575) +[WARN] step=216877 skipped: non-finite grad (total_norm=nan, total skips=111576) +[WARN] step=216878 skipped: non-finite grad (total_norm=nan, total skips=111577) +[WARN] step=216879 skipped: non-finite grad (total_norm=nan, total skips=111578) +[WARN] step=216880 skipped: non-finite grad (total_norm=inf, total skips=111579) +[WARN] step=216881 skipped: non-finite grad (total_norm=nan, total skips=111580) +[WARN] step=216882 skipped: non-finite grad (total_norm=inf, total skips=111581) +[WARN] step=216883 skipped: non-finite grad (total_norm=nan, total skips=111582) +[WARN] step=216884 skipped: non-finite grad (total_norm=inf, total skips=111583) +[WARN] step=216885 skipped: non-finite grad (total_norm=nan, total skips=111584) +[WARN] step=216886 skipped: non-finite grad (total_norm=nan, total skips=111585) +[WARN] step=216887 skipped: non-finite grad (total_norm=inf, total skips=111586) +[WARN] step=216888 skipped: non-finite grad (total_norm=inf, total skips=111587) +[WARN] step=216889 skipped: non-finite grad (total_norm=inf, total skips=111588) +[WARN] step=216890 skipped: non-finite grad (total_norm=nan, total skips=111589) +[WARN] step=216891 skipped: non-finite grad (total_norm=nan, total skips=111590) +[WARN] step=216892 skipped: non-finite grad (total_norm=inf, total skips=111591) +[WARN] step=216893 skipped: non-finite grad (total_norm=inf, total skips=111592) +[WARN] step=216894 skipped: non-finite grad (total_norm=inf, total skips=111593) +[WARN] step=216895 skipped: non-finite grad (total_norm=nan, total skips=111594) +[WARN] step=216896 skipped: non-finite grad (total_norm=inf, total skips=111595) +[WARN] step=216897 skipped: non-finite grad (total_norm=nan, total skips=111596) +[WARN] step=216898 skipped: non-finite grad (total_norm=inf, total skips=111597) +[WARN] step=216899 skipped: non-finite grad (total_norm=nan, total skips=111598) +[WARN] step=216900 skipped: non-finite grad (total_norm=inf, total skips=111599) +[WARN] step=216901 skipped: non-finite grad (total_norm=inf, total skips=111600) +[WARN] step=216902 skipped: non-finite grad (total_norm=nan, total skips=111601) +[WARN] step=216903 skipped: non-finite grad (total_norm=inf, total skips=111602) +[WARN] step=216904 skipped: non-finite grad (total_norm=inf, total skips=111603) +[WARN] step=216905 skipped: non-finite grad (total_norm=nan, total skips=111604) +[WARN] step=216906 skipped: non-finite grad (total_norm=inf, total skips=111605) +[WARN] step=216907 skipped: non-finite grad (total_norm=inf, total skips=111606) +[WARN] 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total skips=111655) +[WARN] step=216957 skipped: non-finite grad (total_norm=inf, total skips=111656) +[WARN] step=216958 skipped: non-finite grad (total_norm=nan, total skips=111657) +[WARN] step=216959 skipped: non-finite grad (total_norm=nan, total skips=111658) +[WARN] step=216960 skipped: non-finite grad (total_norm=inf, total skips=111659) +[WARN] step=216961 skipped: non-finite grad (total_norm=inf, total skips=111660) +[WARN] step=216962 skipped: non-finite grad (total_norm=inf, total skips=111661) +[WARN] step=216963 skipped: non-finite grad (total_norm=nan, total skips=111662) +[WARN] step=216964 skipped: non-finite grad (total_norm=inf, total skips=111663) +[WARN] step=216965 skipped: non-finite grad (total_norm=inf, total skips=111664) +[WARN] step=216966 skipped: non-finite grad (total_norm=inf, total skips=111665) +[WARN] step=216967 skipped: non-finite grad (total_norm=nan, total skips=111666) +[WARN] step=216968 skipped: non-finite grad (total_norm=inf, total skips=111667) +[WARN] step=216969 skipped: non-finite grad (total_norm=inf, total skips=111668) +[WARN] step=216970 skipped: non-finite grad (total_norm=nan, total skips=111669) +[WARN] step=216971 skipped: non-finite grad (total_norm=inf, total skips=111670) +[WARN] step=216972 skipped: non-finite grad (total_norm=nan, total skips=111671) +[WARN] step=216973 skipped: non-finite grad (total_norm=nan, total skips=111672) +[WARN] step=216974 skipped: non-finite grad (total_norm=nan, total skips=111673) +[WARN] step=216975 skipped: non-finite grad (total_norm=inf, total skips=111674) +[WARN] step=216976 skipped: non-finite grad (total_norm=inf, total skips=111675) +[WARN] step=216977 skipped: non-finite grad (total_norm=inf, total skips=111676) +[WARN] step=216978 skipped: non-finite grad (total_norm=nan, total skips=111677) +[WARN] step=216979 skipped: non-finite grad (total_norm=inf, total skips=111678) +[WARN] step=216980 skipped: non-finite grad (total_norm=nan, total skips=111679) 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skipped: non-finite grad (total_norm=nan, total skips=111704) +[WARN] step=217006 skipped: non-finite grad (total_norm=inf, total skips=111705) +[WARN] step=217007 skipped: non-finite grad (total_norm=inf, total skips=111706) +[WARN] step=217008 skipped: non-finite grad (total_norm=nan, total skips=111707) +[WARN] step=217009 skipped: non-finite grad (total_norm=nan, total skips=111708) +[WARN] step=217010 skipped: non-finite grad (total_norm=inf, total skips=111709) +[WARN] step=217011 skipped: non-finite grad (total_norm=nan, total skips=111710) +[WARN] step=217012 skipped: non-finite grad (total_norm=nan, total skips=111711) +[WARN] step=217013 skipped: non-finite grad (total_norm=inf, total skips=111712) +[WARN] step=217014 skipped: non-finite grad (total_norm=inf, total skips=111713) +[WARN] step=217015 skipped: non-finite grad (total_norm=inf, total skips=111714) +[WARN] step=217016 skipped: non-finite grad (total_norm=inf, total skips=111715) +[WARN] step=217017 skipped: 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(total_norm=nan, total skips=111728) +[WARN] step=217030 skipped: non-finite grad (total_norm=inf, total skips=111729) +[WARN] step=217031 skipped: non-finite grad (total_norm=inf, total skips=111730) +[WARN] step=217032 skipped: non-finite grad (total_norm=inf, total skips=111731) +[WARN] step=217033 skipped: non-finite grad (total_norm=nan, total skips=111732) +[WARN] step=217034 skipped: non-finite grad (total_norm=inf, total skips=111733) +[WARN] step=217035 skipped: non-finite grad (total_norm=inf, total skips=111734) +[WARN] step=217036 skipped: non-finite grad (total_norm=nan, total skips=111735) +[WARN] step=217037 skipped: non-finite grad (total_norm=inf, total skips=111736) +[WARN] step=217038 skipped: non-finite grad (total_norm=inf, total skips=111737) +[WARN] step=217039 skipped: non-finite grad (total_norm=nan, total skips=111738) +[WARN] step=217040 skipped: non-finite grad (total_norm=nan, total skips=111739) +[WARN] step=217041 skipped: non-finite grad (total_norm=nan, total skips=111740) +[WARN] step=217042 skipped: non-finite grad (total_norm=nan, total skips=111741) +[WARN] step=217043 skipped: non-finite grad (total_norm=nan, total skips=111742) +[WARN] step=217044 skipped: non-finite grad (total_norm=inf, total skips=111743) +[WARN] step=217045 skipped: non-finite grad (total_norm=inf, total skips=111744) +[WARN] step=217046 skipped: non-finite grad (total_norm=inf, total skips=111745) +[WARN] step=217047 skipped: non-finite grad (total_norm=inf, total skips=111746) +[WARN] step=217048 skipped: non-finite grad (total_norm=inf, total skips=111747) +[WARN] step=217049 skipped: non-finite grad (total_norm=nan, total skips=111748) +[WARN] step=217050 skipped: non-finite grad (total_norm=inf, total skips=111749) +[WARN] step=217051 skipped: non-finite grad (total_norm=inf, total skips=111750) +[WARN] step=217052 skipped: non-finite grad (total_norm=inf, total skips=111751) +[WARN] step=217053 skipped: non-finite grad (total_norm=nan, total skips=111752) +[WARN] step=217054 skipped: non-finite grad (total_norm=nan, total skips=111753) +[WARN] step=217055 skipped: non-finite grad (total_norm=inf, total skips=111754) +[WARN] step=217056 skipped: non-finite grad (total_norm=nan, total skips=111755) +[WARN] step=217057 skipped: non-finite grad (total_norm=nan, total skips=111756) +[WARN] step=217058 skipped: non-finite grad (total_norm=inf, total skips=111757) +[WARN] step=217059 skipped: non-finite grad (total_norm=inf, total skips=111758) +[WARN] step=217060 skipped: non-finite grad (total_norm=inf, total skips=111759) +[WARN] step=217061 skipped: non-finite grad (total_norm=nan, total skips=111760) +[WARN] step=217062 skipped: non-finite grad (total_norm=inf, total skips=111761) +[WARN] step=217063 skipped: non-finite grad (total_norm=nan, total skips=111762) +[WARN] step=217064 skipped: non-finite grad (total_norm=nan, total skips=111763) +[WARN] step=217065 skipped: non-finite grad (total_norm=inf, total skips=111764) 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total skips=111825) +[WARN] step=217127 skipped: non-finite grad (total_norm=nan, total skips=111826) +[WARN] step=217128 skipped: non-finite grad (total_norm=inf, total skips=111827) +[WARN] step=217129 skipped: non-finite grad (total_norm=inf, total skips=111828) +[WARN] step=217130 skipped: non-finite grad (total_norm=inf, total skips=111829) +[WARN] step=217131 skipped: non-finite grad (total_norm=inf, total skips=111830) +[WARN] step=217132 skipped: non-finite grad (total_norm=inf, total skips=111831) +[WARN] step=217133 skipped: non-finite grad (total_norm=nan, total skips=111832) +[WARN] step=217134 skipped: non-finite grad (total_norm=inf, total skips=111833) +[WARN] step=217135 skipped: non-finite grad (total_norm=inf, total skips=111834) +[WARN] step=217136 skipped: non-finite grad (total_norm=nan, total skips=111835) +[WARN] step=217137 skipped: non-finite grad (total_norm=inf, total skips=111836) +[WARN] step=217138 skipped: non-finite grad (total_norm=nan, total skips=111837) +[WARN] step=217139 skipped: non-finite grad (total_norm=nan, total skips=111838) +[WARN] step=217140 skipped: non-finite grad (total_norm=nan, total skips=111839) +[WARN] step=217141 skipped: non-finite grad (total_norm=inf, total skips=111840) +[WARN] step=217142 skipped: non-finite grad (total_norm=nan, total skips=111841) +[WARN] step=217143 skipped: non-finite grad (total_norm=inf, total skips=111842) +[WARN] step=217144 skipped: non-finite grad (total_norm=inf, total skips=111843) +[WARN] step=217145 skipped: non-finite grad (total_norm=inf, total skips=111844) +[WARN] step=217146 skipped: non-finite grad (total_norm=nan, total skips=111845) +[WARN] step=217147 skipped: non-finite grad (total_norm=nan, total skips=111846) +[WARN] step=217148 skipped: non-finite grad (total_norm=inf, total skips=111847) +[WARN] step=217149 skipped: non-finite grad (total_norm=inf, total skips=111848) +[WARN] step=217150 skipped: non-finite grad (total_norm=nan, total skips=111849) +[WARN] step=217151 skipped: non-finite grad (total_norm=inf, total skips=111850) +[WARN] step=217152 skipped: non-finite grad (total_norm=nan, total skips=111851) +[WARN] step=217153 skipped: non-finite grad (total_norm=nan, total skips=111852) +[WARN] step=217154 skipped: non-finite grad (total_norm=inf, total skips=111853) +[WARN] step=217155 skipped: non-finite grad (total_norm=nan, total skips=111854) +[WARN] step=217156 skipped: non-finite grad (total_norm=inf, total skips=111855) +[WARN] step=217157 skipped: non-finite grad (total_norm=inf, total skips=111856) +[WARN] step=217158 skipped: non-finite grad (total_norm=inf, total skips=111857) +[WARN] step=217159 skipped: non-finite grad (total_norm=inf, total skips=111858) +[WARN] step=217160 skipped: non-finite grad (total_norm=inf, total skips=111859) +[WARN] step=217161 skipped: non-finite grad (total_norm=inf, total skips=111860) +[WARN] step=217162 skipped: non-finite grad (total_norm=inf, total skips=111861) +[WARN] 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(total_norm=nan, total skips=111898) +[WARN] step=217200 skipped: non-finite grad (total_norm=inf, total skips=111899) +[WARN] step=217201 skipped: non-finite grad (total_norm=inf, total skips=111900) +[WARN] step=217202 skipped: non-finite grad (total_norm=nan, total skips=111901) +[WARN] step=217203 skipped: non-finite grad (total_norm=nan, total skips=111902) +[WARN] step=217204 skipped: non-finite grad (total_norm=inf, total skips=111903) +[WARN] step=217205 skipped: non-finite grad (total_norm=inf, total skips=111904) +[WARN] step=217206 skipped: non-finite grad (total_norm=inf, total skips=111905) +[WARN] step=217207 skipped: non-finite grad (total_norm=inf, total skips=111906) +[WARN] step=217208 skipped: non-finite grad (total_norm=inf, total skips=111907) +[WARN] step=217209 skipped: non-finite grad (total_norm=nan, total skips=111908) +[WARN] step=217210 skipped: non-finite grad (total_norm=nan, total skips=111909) +[WARN] step=217211 skipped: non-finite grad (total_norm=inf, total skips=111910) +[WARN] step=217212 skipped: non-finite grad (total_norm=inf, total skips=111911) +[WARN] step=217213 skipped: non-finite grad (total_norm=nan, total skips=111912) +[WARN] step=217214 skipped: non-finite grad (total_norm=inf, total skips=111913) +[WARN] step=217215 skipped: non-finite grad (total_norm=inf, total skips=111914) +[WARN] step=217216 skipped: non-finite grad (total_norm=nan, total skips=111915) +[WARN] step=217217 skipped: non-finite grad (total_norm=inf, total skips=111916) +[WARN] step=217218 skipped: non-finite grad (total_norm=inf, total skips=111917) +[WARN] step=217219 skipped: non-finite grad (total_norm=inf, total skips=111918) +[WARN] step=217220 skipped: non-finite grad (total_norm=nan, total skips=111919) +[WARN] step=217221 skipped: non-finite grad (total_norm=inf, total skips=111920) +[WARN] step=217222 skipped: non-finite grad (total_norm=inf, total skips=111921) +[WARN] step=217223 skipped: non-finite grad (total_norm=inf, total skips=111922) +[WARN] step=217224 skipped: non-finite grad (total_norm=nan, total skips=111923) +[WARN] step=217225 skipped: non-finite grad (total_norm=inf, total skips=111924) +[WARN] step=217226 skipped: non-finite grad (total_norm=nan, total skips=111925) +[WARN] step=217227 skipped: non-finite grad (total_norm=inf, total skips=111926) +[WARN] step=217228 skipped: non-finite grad (total_norm=nan, total skips=111927) +[WARN] step=217229 skipped: non-finite grad (total_norm=inf, total skips=111928) +[WARN] step=217230 skipped: non-finite grad (total_norm=nan, total skips=111929) +[WARN] step=217231 skipped: non-finite grad (total_norm=inf, total skips=111930) +[WARN] step=217232 skipped: non-finite grad (total_norm=nan, total skips=111931) +[WARN] step=217233 skipped: non-finite grad (total_norm=inf, total skips=111932) +[WARN] step=217234 skipped: non-finite grad (total_norm=nan, total skips=111933) +[WARN] step=217235 skipped: non-finite grad (total_norm=inf, total skips=111934) +[WARN] step=217236 skipped: non-finite grad (total_norm=inf, total skips=111935) +[WARN] step=217237 skipped: non-finite grad (total_norm=inf, total skips=111936) +[WARN] step=217238 skipped: non-finite grad (total_norm=nan, total skips=111937) +[WARN] step=217239 skipped: non-finite grad (total_norm=inf, total skips=111938) +[WARN] step=217240 skipped: non-finite grad (total_norm=nan, total skips=111939) +[WARN] step=217241 skipped: non-finite grad (total_norm=nan, total skips=111940) +[WARN] step=217242 skipped: non-finite grad (total_norm=inf, total skips=111941) +[WARN] step=217243 skipped: non-finite grad (total_norm=inf, total skips=111942) +[WARN] step=217244 skipped: non-finite grad (total_norm=inf, total skips=111943) +[WARN] step=217245 skipped: non-finite grad (total_norm=nan, total skips=111944) +[WARN] step=217246 skipped: non-finite grad (total_norm=nan, total skips=111945) +[WARN] step=217247 skipped: non-finite grad (total_norm=inf, total skips=111946) +[WARN] step=217248 skipped: non-finite grad (total_norm=inf, total skips=111947) +[WARN] step=217249 skipped: non-finite grad (total_norm=nan, total skips=111948) +[WARN] step=217250 skipped: non-finite grad (total_norm=nan, total skips=111949) +[WARN] step=217251 skipped: non-finite grad (total_norm=inf, total skips=111950) +[WARN] step=217252 skipped: non-finite grad (total_norm=inf, total skips=111951) +[WARN] step=217253 skipped: non-finite grad (total_norm=nan, total skips=111952) +[WARN] step=217254 skipped: non-finite grad (total_norm=inf, total skips=111953) +[WARN] step=217255 skipped: non-finite grad (total_norm=nan, total skips=111954) +[WARN] step=217256 skipped: non-finite grad (total_norm=nan, total skips=111955) +[WARN] step=217257 skipped: non-finite grad (total_norm=nan, total skips=111956) +[WARN] step=217258 skipped: non-finite grad (total_norm=inf, total skips=111957) +[WARN] step=217259 skipped: non-finite grad (total_norm=inf, total skips=111958) +[WARN] step=217260 skipped: non-finite grad (total_norm=inf, total skips=111959) +[WARN] step=217261 skipped: non-finite grad (total_norm=nan, total skips=111960) +[WARN] step=217262 skipped: non-finite grad (total_norm=nan, total skips=111961) +[WARN] step=217263 skipped: non-finite grad (total_norm=inf, total skips=111962) +[WARN] step=217264 skipped: non-finite grad (total_norm=inf, total skips=111963) +[WARN] step=217265 skipped: non-finite grad (total_norm=inf, total skips=111964) +[WARN] step=217266 skipped: non-finite grad (total_norm=inf, total skips=111965) +[WARN] step=217267 skipped: non-finite grad (total_norm=inf, total skips=111966) +[WARN] step=217268 skipped: non-finite grad (total_norm=inf, total skips=111967) +[WARN] step=217269 skipped: non-finite grad (total_norm=inf, total skips=111968) +[WARN] step=217270 skipped: non-finite grad (total_norm=inf, total skips=111969) +[WARN] step=217271 skipped: non-finite grad (total_norm=nan, total skips=111970) +[WARN] step=217272 skipped: 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(total_norm=nan, total skips=111983) +[WARN] step=217285 skipped: non-finite grad (total_norm=nan, total skips=111984) +[WARN] step=217286 skipped: non-finite grad (total_norm=nan, total skips=111985) +[WARN] step=217287 skipped: non-finite grad (total_norm=nan, total skips=111986) +[WARN] step=217288 skipped: non-finite grad (total_norm=nan, total skips=111987) +[WARN] step=217289 skipped: non-finite grad (total_norm=inf, total skips=111988) +[WARN] step=217290 skipped: non-finite grad (total_norm=inf, total skips=111989) +[WARN] step=217291 skipped: non-finite grad (total_norm=inf, total skips=111990) +[WARN] step=217292 skipped: non-finite grad (total_norm=inf, total skips=111991) +[WARN] step=217293 skipped: non-finite grad (total_norm=nan, total skips=111992) +[WARN] step=217294 skipped: non-finite grad (total_norm=nan, total skips=111993) +[WARN] step=217295 skipped: non-finite grad (total_norm=inf, total skips=111994) +[WARN] step=217296 skipped: non-finite grad (total_norm=inf, total skips=111995) +[WARN] step=217297 skipped: non-finite grad (total_norm=inf, total skips=111996) +[WARN] step=217298 skipped: non-finite grad (total_norm=inf, total skips=111997) +[WARN] step=217299 skipped: non-finite grad (total_norm=inf, total skips=111998) +[WARN] step=217300 skipped: non-finite grad (total_norm=nan, total skips=111999) +[WARN] step=217301 skipped: non-finite grad (total_norm=inf, total skips=112000) +[WARN] step=217302 skipped: non-finite grad (total_norm=inf, total skips=112001) +[WARN] step=217303 skipped: non-finite grad (total_norm=inf, total skips=112002) +[WARN] step=217304 skipped: non-finite grad (total_norm=nan, total skips=112003) +[WARN] step=217305 skipped: non-finite grad (total_norm=inf, total skips=112004) +[WARN] step=217306 skipped: non-finite grad (total_norm=inf, total skips=112005) +[WARN] step=217307 skipped: non-finite grad (total_norm=nan, total skips=112006) +[WARN] step=217308 skipped: non-finite grad (total_norm=nan, total skips=112007) +[WARN] step=217309 skipped: non-finite grad (total_norm=inf, total skips=112008) +[WARN] step=217310 skipped: non-finite grad (total_norm=inf, total skips=112009) +[WARN] step=217311 skipped: non-finite grad (total_norm=nan, total skips=112010) +[WARN] step=217312 skipped: non-finite grad (total_norm=inf, total skips=112011) +[WARN] step=217313 skipped: non-finite grad (total_norm=inf, total skips=112012) +[WARN] step=217314 skipped: non-finite grad (total_norm=inf, total skips=112013) +[WARN] step=217315 skipped: non-finite grad (total_norm=inf, total skips=112014) +[WARN] step=217316 skipped: non-finite grad (total_norm=inf, total skips=112015) +[WARN] step=217317 skipped: non-finite grad (total_norm=inf, total skips=112016) +[WARN] step=217318 skipped: non-finite grad (total_norm=nan, total skips=112017) +[WARN] step=217319 skipped: non-finite grad (total_norm=inf, total skips=112018) +[WARN] step=217320 skipped: non-finite grad (total_norm=inf, total skips=112019) 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total skips=112080) +[WARN] step=217382 skipped: non-finite grad (total_norm=nan, total skips=112081) +[WARN] step=217383 skipped: non-finite grad (total_norm=nan, total skips=112082) +[WARN] step=217384 skipped: non-finite grad (total_norm=nan, total skips=112083) +[WARN] step=217385 skipped: non-finite grad (total_norm=inf, total skips=112084) +[WARN] step=217386 skipped: non-finite grad (total_norm=inf, total skips=112085) +[WARN] step=217387 skipped: non-finite grad (total_norm=nan, total skips=112086) +[WARN] step=217388 skipped: non-finite grad (total_norm=nan, total skips=112087) +[WARN] step=217389 skipped: non-finite grad (total_norm=inf, total skips=112088) +[WARN] step=217390 skipped: non-finite grad (total_norm=inf, total skips=112089) +[WARN] step=217391 skipped: non-finite grad (total_norm=nan, total skips=112090) +[WARN] step=217392 skipped: non-finite grad (total_norm=nan, total skips=112091) +[WARN] step=217393 skipped: non-finite grad (total_norm=inf, total skips=112092) +[WARN] step=217394 skipped: non-finite grad (total_norm=inf, total skips=112093) +[WARN] step=217395 skipped: non-finite grad (total_norm=inf, total skips=112094) +[WARN] step=217396 skipped: non-finite grad (total_norm=inf, total skips=112095) +[WARN] step=217397 skipped: non-finite grad (total_norm=inf, total skips=112096) +[WARN] step=217398 skipped: non-finite grad (total_norm=inf, total skips=112097) +[WARN] step=217399 skipped: non-finite grad (total_norm=nan, total skips=112098) +[WARN] step=217400 skipped: non-finite grad (total_norm=inf, total skips=112099) +[WARN] step=217401 skipped: non-finite grad (total_norm=inf, total skips=112100) +[WARN] step=217402 skipped: non-finite grad (total_norm=inf, total skips=112101) +[WARN] step=217403 skipped: non-finite grad (total_norm=inf, total skips=112102) +[WARN] step=217404 skipped: non-finite grad (total_norm=inf, total skips=112103) +[WARN] step=217405 skipped: non-finite grad (total_norm=nan, total skips=112104) 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skipped: non-finite grad (total_norm=inf, total skips=112384) +[WARN] step=217686 skipped: non-finite grad (total_norm=inf, total skips=112385) +[WARN] step=217687 skipped: non-finite grad (total_norm=inf, total skips=112386) +[WARN] step=217688 skipped: non-finite grad (total_norm=nan, total skips=112387) +[WARN] step=217689 skipped: non-finite grad (total_norm=nan, total skips=112388) +[WARN] step=217690 skipped: non-finite grad (total_norm=nan, total skips=112389) +[WARN] step=217691 skipped: non-finite grad (total_norm=inf, total skips=112390) +[WARN] step=217692 skipped: non-finite grad (total_norm=inf, total skips=112391) +[WARN] step=217693 skipped: non-finite grad (total_norm=nan, total skips=112392) +[WARN] step=217694 skipped: non-finite grad (total_norm=inf, total skips=112393) +[WARN] step=217695 skipped: non-finite grad (total_norm=inf, total skips=112394) + File "/home/sunhc/diffusion/sad/scripts/train.py", line 680, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 561, in main + loss.backward() + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/_tensor.py", line 626, in backward + torch.autograd.backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/__init__.py", line 347, in backward + _engine_run_backward( + File "/home/sunhc/miniconda3/envs/sad/lib/python3.11/site-packages/torch/autograd/graph.py", line 823, in _engine_run_backward + return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 680, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 561, in main +[rank0]: loss.backward() +[rank0]: File 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logs to /home/sunhc/diffusion/sad/wandb/run-20260422_105053-b89rjj5f/logs/debug.log +2026-04-22 10:50:53,152 INFO MainThread:127404 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /home/sunhc/diffusion/sad/wandb/run-20260422_105053-b89rjj5f/logs/debug-internal.log +2026-04-22 10:50:53,152 INFO MainThread:127404 [wandb_init.py:init():844] calling init triggers +2026-04-22 10:50:53,152 INFO MainThread:127404 [wandb_init.py:init():849] wandb.init called with sweep_config: {} +config: {'model': {'vocab_size': 50258, 'hidden_size': 768, 'n_blocks': 12, 'n_heads': 12, 'cond_dim': 128, 'max_seq_len': 512, 'block_size': 8, 'dropout': 0.0, 'num_levels': 2, 'level_sizes': [50258, 128]}, 'ancestor': {'lut_path': 'data/ancestor_lut_50257-128_top3_t1.0.pt', 'proto_path': 'data/hierarchy_prototypes_50257-128.pt'}, 'loss': {'lambda_ancestor': 0.0, 'mask_only': True}, 'training': {'seed': 0, 'batch_size': 64, 'num_steps': 500000, 'lr': 0.0005, 'lr_min': 5e-05, 'warmup_steps': 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a/wandb/run-20260423_044249-zs7qqoy8/files/output.log b/wandb/run-20260423_044249-zs7qqoy8/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..90b7a22c97f4d0ec13e03ea391c71340f61e086d --- /dev/null +++ b/wandb/run-20260423_044249-zs7qqoy8/files/output.log @@ -0,0 +1,38 @@ +full-denoise training: 0%| | 0/500000 [00:00 will be ignored +[rank0]:W0423 04:43:01.368000 889786 site-packages/torch/_dynamo/convert_frame.py:906] [3/8] torch._dynamo hit config.cache_size_limit (8) +[rank0]:W0423 04:43:01.368000 889786 site-packages/torch/_dynamo/convert_frame.py:906] [3/8] function: 'torch_dynamo_resume_in_hook_at_285' (/home/sunhc/diffusion/sad/src/utils/debug_utils.py:285) +[rank0]:W0423 04:43:01.368000 889786 site-packages/torch/_dynamo/convert_frame.py:906] [3/8] last reason: 3/1: tensor 'L['output']' dtype mismatch. expected Float, actual BFloat16 +[rank0]:W0423 04:43:01.368000 889786 site-packages/torch/_dynamo/convert_frame.py:906] [3/8] To log all recompilation reasons, use TORCH_LOGS="recompiles". +[rank0]:W0423 04:43:01.368000 889786 site-packages/torch/_dynamo/convert_frame.py:906] [3/8] To diagnose recompilation issues, see https://pytorch.org/docs/main/torch.compiler_troubleshooting.html. +[step 0] [GRAD STATS] total_norm=3.8375e-01 max_single=2.2608e-01 (vocab_embed.embedding) +full-denoise training: 0%| | 1/500000 [00:20<2877:26:33, 20.72s/it, leaf=1.6813, lr=0.0e+00]Traceback (most recent call last): +[step 0] step= 0 | total=1.6813 | leaf=1.6813 | ancestor=0.0000 | lr=0.00e+00 | gnorm=3.8375e-01 | t=20.7s + File "/home/sunhc/diffusion/sad/scripts/train.py", line 707, in + main() + File "/home/sunhc/diffusion/sad/scripts/train.py", line 571, in main + debugger.check_forward_output(leaf_logits, step) + File "/home/sunhc/diffusion/sad/src/utils/debug_utils.py", line 535, in check_forward_output + results = check_nested_tensors("model.output", output, step, raise_on_nan=False) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/src/utils/debug_utils.py", line 122, in check_nested_tensors + results.append(check_tensor_stats(name, obj, step, raise_on_nan=raise_on_nan)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/sunhc/diffusion/sad/src/utils/debug_utils.py", line 89, in check_tensor_stats + finite_vals = tensor[tensor.isfinite()] + ~~~~~~^^^^^^^^^^^^^^^^^^^ +torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 36.81 GiB. GPU 0 has a total capacity of 79.25 GiB of which 11.73 GiB is free. Including non-PyTorch memory, this process has 67.51 GiB memory in use. Of the allocated memory 26.84 GiB is allocated by PyTorch, and 39.19 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation. See documentation for Memory Management (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables) +[rank0]: Traceback (most recent call last): +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 707, in +[rank0]: main() +[rank0]: File "/home/sunhc/diffusion/sad/scripts/train.py", line 571, in main +[rank0]: debugger.check_forward_output(leaf_logits, step) +[rank0]: File "/home/sunhc/diffusion/sad/src/utils/debug_utils.py", line 535, in check_forward_output +[rank0]: results = check_nested_tensors("model.output", output, step, raise_on_nan=False) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/src/utils/debug_utils.py", line 122, in check_nested_tensors +[rank0]: results.append(check_tensor_stats(name, obj, step, raise_on_nan=raise_on_nan)) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/home/sunhc/diffusion/sad/src/utils/debug_utils.py", line 89, in check_tensor_stats +[rank0]: finite_vals = tensor[tensor.isfinite()] +[rank0]: ~~~~~~^^^^^^^^^^^^^^^^^^^ +[rank0]: torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 36.81 GiB. GPU 0 has a total capacity of 79.25 GiB of which 11.73 GiB is free. Including non-PyTorch memory, this process has 67.51 GiB memory in use. Of the allocated memory 26.84 GiB is allocated by PyTorch, and 39.19 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation. See documentation for Memory Management (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables) diff --git a/wandb/run-20260423_044249-zs7qqoy8/logs/debug-core.log b/wandb/run-20260423_044249-zs7qqoy8/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..f133bd4ee010232013c51c09798bc9e09c99719d --- /dev/null +++ b/wandb/run-20260423_044249-zs7qqoy8/logs/debug-core.log @@ -0,0 +1,15 @@ +{"time":"2026-04-23T04:42:49.170802119Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmpuel0vyrd/port-889786.txt","pid":889786,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false} +{"time":"2026-04-23T04:42:49.171342611Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":889786} +{"time":"2026-04-23T04:42:49.17131974Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/wandb-889786-895823-2731991672/socket","Net":"unix"}} +{"time":"2026-04-23T04:42:49.351261465Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"} +{"time":"2026-04-23T04:42:49.359023623Z","level":"INFO","msg":"handleInformInit: received","streamId":"zs7qqoy8","id":"1(@)"} +{"time":"2026-04-23T04:42:49.934984458Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"zs7qqoy8","id":"1(@)"} +{"time":"2026-04-23T04:42:55.657111772Z","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"3aii0a0ydhx8"} +{"time":"2026-04-23T04:43:11.703963093Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"1(@)"} +{"time":"2026-04-23T04:43:11.704070622Z","level":"INFO","msg":"server is shutting down"} +{"time":"2026-04-23T04:43:11.704058313Z","level":"INFO","msg":"connection: closing","id":"1(@)"} +{"time":"2026-04-23T04:43:11.704206005Z","level":"INFO","msg":"connection: closed successfully","id":"1(@)"} +{"time":"2026-04-23T04:43:11.704222922Z","level":"INFO","msg":"server: listener closed","addr":{"Name":"/tmp/wandb-889786-895823-2731991672/socket","Net":"unix"}} +{"time":"2026-04-23T04:43:12.944294794Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"1(@)"} +{"time":"2026-04-23T04:43:12.944399844Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"1(@)"} +{"time":"2026-04-23T04:43:12.94445327Z","level":"INFO","msg":"server is closed"}