ahmedjaved812's picture
Training in progress, step 27350, checkpoint
4935e7f verified
Raw
History Blame Contribute Delete
37.7 kB
{
"best_global_step": 23500,
"best_metric": 0.8003720045089722,
"best_model_checkpoint": "./speecht5/urdu-tts-phonemes-finetuned-extended/checkpoint-23500",
"epoch": 50.0,
"eval_steps": 500,
"global_step": 27350,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.36596523330283626,
"grad_norm": 47.381690979003906,
"learning_rate": 1.9900000000000004e-06,
"loss": 6.367281494140625,
"step": 200
},
{
"epoch": 0.7319304666056725,
"grad_norm": 36.517269134521484,
"learning_rate": 3.990000000000001e-06,
"loss": 4.603808288574219,
"step": 400
},
{
"epoch": 0.9149130832570905,
"eval_loss": 0.9382399320602417,
"eval_runtime": 44.297,
"eval_samples_per_second": 65.806,
"eval_steps_per_second": 16.457,
"step": 500
},
{
"epoch": 1.0969807868252517,
"grad_norm": 25.08783721923828,
"learning_rate": 4.981564245810056e-06,
"loss": 4.192509155273438,
"step": 600
},
{
"epoch": 1.4629460201280877,
"grad_norm": 25.930246353149414,
"learning_rate": 4.944320297951583e-06,
"loss": 4.06175048828125,
"step": 800
},
{
"epoch": 1.828911253430924,
"grad_norm": 19.781871795654297,
"learning_rate": 4.90707635009311e-06,
"loss": 3.972266845703125,
"step": 1000
},
{
"epoch": 1.828911253430924,
"eval_loss": 0.8981994986534119,
"eval_runtime": 42.3502,
"eval_samples_per_second": 68.831,
"eval_steps_per_second": 17.214,
"step": 1000
},
{
"epoch": 2.1939615736505034,
"grad_norm": 32.66846466064453,
"learning_rate": 4.869832402234637e-06,
"loss": 3.889791259765625,
"step": 1200
},
{
"epoch": 2.5599268069533396,
"grad_norm": 30.99549102783203,
"learning_rate": 4.832588454376164e-06,
"loss": 3.8795877075195313,
"step": 1400
},
{
"epoch": 2.7429094236047575,
"eval_loss": 0.8836744427680969,
"eval_runtime": 41.3823,
"eval_samples_per_second": 70.441,
"eval_steps_per_second": 17.616,
"step": 1500
},
{
"epoch": 2.9258920402561754,
"grad_norm": 31.6311092376709,
"learning_rate": 4.795344506517691e-06,
"loss": 3.8096429443359376,
"step": 1600
},
{
"epoch": 3.290942360475755,
"grad_norm": 56.990718841552734,
"learning_rate": 4.7581005586592186e-06,
"loss": 3.7748834228515626,
"step": 1800
},
{
"epoch": 3.656907593778591,
"grad_norm": 43.28689956665039,
"learning_rate": 4.720856610800745e-06,
"loss": 3.7655291748046875,
"step": 2000
},
{
"epoch": 3.656907593778591,
"eval_loss": 0.869123101234436,
"eval_runtime": 42.3265,
"eval_samples_per_second": 68.869,
"eval_steps_per_second": 17.223,
"step": 2000
},
{
"epoch": 4.02195791399817,
"grad_norm": 31.543128967285156,
"learning_rate": 4.683612662942272e-06,
"loss": 3.716641845703125,
"step": 2200
},
{
"epoch": 4.387923147301007,
"grad_norm": 25.362565994262695,
"learning_rate": 4.6463687150838e-06,
"loss": 3.7278778076171877,
"step": 2400
},
{
"epoch": 4.570905763952425,
"eval_loss": 0.8611245155334473,
"eval_runtime": 42.4949,
"eval_samples_per_second": 68.596,
"eval_steps_per_second": 17.155,
"step": 2500
},
{
"epoch": 4.753888380603843,
"grad_norm": 23.819162368774414,
"learning_rate": 4.609124767225326e-06,
"loss": 3.6925787353515624,
"step": 2600
},
{
"epoch": 5.1189387008234215,
"grad_norm": 30.135427474975586,
"learning_rate": 4.5718808193668536e-06,
"loss": 3.6830133056640624,
"step": 2800
},
{
"epoch": 5.484903934126258,
"grad_norm": 31.421367645263672,
"learning_rate": 4.534636871508381e-06,
"loss": 3.687431640625,
"step": 3000
},
{
"epoch": 5.484903934126258,
"eval_loss": 0.8506535291671753,
"eval_runtime": 43.0913,
"eval_samples_per_second": 67.647,
"eval_steps_per_second": 16.918,
"step": 3000
},
{
"epoch": 5.850869167429094,
"grad_norm": 20.812034606933594,
"learning_rate": 4.497392923649907e-06,
"loss": 3.653070373535156,
"step": 3200
},
{
"epoch": 6.215919487648673,
"grad_norm": 25.483972549438477,
"learning_rate": 4.460148975791434e-06,
"loss": 3.6253271484375,
"step": 3400
},
{
"epoch": 6.398902104300092,
"eval_loss": 0.8450019955635071,
"eval_runtime": 42.212,
"eval_samples_per_second": 69.056,
"eval_steps_per_second": 17.27,
"step": 3500
},
{
"epoch": 6.58188472095151,
"grad_norm": 36.80460739135742,
"learning_rate": 4.422905027932961e-06,
"loss": 3.6231103515625,
"step": 3600
},
{
"epoch": 6.9478499542543455,
"grad_norm": 29.918052673339844,
"learning_rate": 4.385661080074488e-06,
"loss": 3.5974215698242187,
"step": 3800
},
{
"epoch": 7.312900274473925,
"grad_norm": 46.66632843017578,
"learning_rate": 4.348417132216015e-06,
"loss": 3.5747479248046874,
"step": 4000
},
{
"epoch": 7.312900274473925,
"eval_loss": 0.8402732014656067,
"eval_runtime": 43.2582,
"eval_samples_per_second": 67.386,
"eval_steps_per_second": 16.852,
"step": 4000
},
{
"epoch": 7.678865507776761,
"grad_norm": 29.704944610595703,
"learning_rate": 4.311173184357542e-06,
"loss": 3.59167236328125,
"step": 4200
},
{
"epoch": 8.04391582799634,
"grad_norm": 26.13818359375,
"learning_rate": 4.273929236499069e-06,
"loss": 3.5732412719726563,
"step": 4400
},
{
"epoch": 8.226898444647759,
"eval_loss": 0.8419305086135864,
"eval_runtime": 42.0408,
"eval_samples_per_second": 69.337,
"eval_steps_per_second": 17.34,
"step": 4500
},
{
"epoch": 8.409881061299176,
"grad_norm": 60.029380798339844,
"learning_rate": 4.236685288640596e-06,
"loss": 3.5521734619140624,
"step": 4600
},
{
"epoch": 8.775846294602013,
"grad_norm": 21.42950439453125,
"learning_rate": 4.1994413407821236e-06,
"loss": 3.5773333740234374,
"step": 4800
},
{
"epoch": 9.140896614821592,
"grad_norm": 29.458261489868164,
"learning_rate": 4.16219739292365e-06,
"loss": 3.5594638061523436,
"step": 5000
},
{
"epoch": 9.140896614821592,
"eval_loss": 0.8367183208465576,
"eval_runtime": 43.1133,
"eval_samples_per_second": 67.612,
"eval_steps_per_second": 16.909,
"step": 5000
},
{
"epoch": 9.506861848124428,
"grad_norm": 30.463623046875,
"learning_rate": 4.124953445065177e-06,
"loss": 3.57099365234375,
"step": 5200
},
{
"epoch": 9.872827081427264,
"grad_norm": 20.020761489868164,
"learning_rate": 4.087709497206705e-06,
"loss": 3.55204833984375,
"step": 5400
},
{
"epoch": 10.054894784995426,
"eval_loss": 0.8339092135429382,
"eval_runtime": 42.699,
"eval_samples_per_second": 68.269,
"eval_steps_per_second": 17.073,
"step": 5500
},
{
"epoch": 10.237877401646843,
"grad_norm": 34.7899055480957,
"learning_rate": 4.050465549348231e-06,
"loss": 3.54570068359375,
"step": 5600
},
{
"epoch": 10.60384263494968,
"grad_norm": 43.3629035949707,
"learning_rate": 4.0132216014897585e-06,
"loss": 3.5393402099609377,
"step": 5800
},
{
"epoch": 10.969807868252516,
"grad_norm": 37.639652252197266,
"learning_rate": 3.975977653631286e-06,
"loss": 3.5296929931640624,
"step": 6000
},
{
"epoch": 10.969807868252516,
"eval_loss": 0.83566814661026,
"eval_runtime": 42.2384,
"eval_samples_per_second": 69.013,
"eval_steps_per_second": 17.259,
"step": 6000
},
{
"epoch": 11.334858188472095,
"grad_norm": 29.453245162963867,
"learning_rate": 3.938733705772812e-06,
"loss": 3.5379364013671877,
"step": 6200
},
{
"epoch": 11.700823421774931,
"grad_norm": 31.53673553466797,
"learning_rate": 3.901489757914339e-06,
"loss": 3.53030029296875,
"step": 6400
},
{
"epoch": 11.88380603842635,
"eval_loss": 0.8333375453948975,
"eval_runtime": 42.2739,
"eval_samples_per_second": 68.955,
"eval_steps_per_second": 17.245,
"step": 6500
},
{
"epoch": 12.06587374199451,
"grad_norm": 23.901918411254883,
"learning_rate": 3.864245810055866e-06,
"loss": 3.53107666015625,
"step": 6600
},
{
"epoch": 12.431838975297346,
"grad_norm": 40.04535675048828,
"learning_rate": 3.827001862197393e-06,
"loss": 3.5215399169921877,
"step": 6800
},
{
"epoch": 12.797804208600184,
"grad_norm": 36.95607376098633,
"learning_rate": 3.78975791433892e-06,
"loss": 3.505963134765625,
"step": 7000
},
{
"epoch": 12.797804208600184,
"eval_loss": 0.8259705901145935,
"eval_runtime": 42.7262,
"eval_samples_per_second": 68.225,
"eval_steps_per_second": 17.062,
"step": 7000
},
{
"epoch": 13.162854528819762,
"grad_norm": 16.86378288269043,
"learning_rate": 3.7525139664804474e-06,
"loss": 3.4859466552734375,
"step": 7200
},
{
"epoch": 13.528819762122598,
"grad_norm": 21.715669631958008,
"learning_rate": 3.7152700186219743e-06,
"loss": 3.4966839599609374,
"step": 7400
},
{
"epoch": 13.711802378774017,
"eval_loss": 0.8256122469902039,
"eval_runtime": 41.6583,
"eval_samples_per_second": 69.974,
"eval_steps_per_second": 17.5,
"step": 7500
},
{
"epoch": 13.894784995425434,
"grad_norm": 35.307899475097656,
"learning_rate": 3.678026070763501e-06,
"loss": 3.5096063232421875,
"step": 7600
},
{
"epoch": 14.259835315645013,
"grad_norm": 32.276493072509766,
"learning_rate": 3.640782122905028e-06,
"loss": 3.508584289550781,
"step": 7800
},
{
"epoch": 14.62580054894785,
"grad_norm": 32.58161926269531,
"learning_rate": 3.6035381750465555e-06,
"loss": 3.502772216796875,
"step": 8000
},
{
"epoch": 14.62580054894785,
"eval_loss": 0.8239230513572693,
"eval_runtime": 43.0618,
"eval_samples_per_second": 67.693,
"eval_steps_per_second": 16.929,
"step": 8000
},
{
"epoch": 14.991765782250686,
"grad_norm": 33.784114837646484,
"learning_rate": 3.5662942271880824e-06,
"loss": 3.481976318359375,
"step": 8200
},
{
"epoch": 15.356816102470265,
"grad_norm": 46.78675842285156,
"learning_rate": 3.5290502793296093e-06,
"loss": 3.4785525512695314,
"step": 8400
},
{
"epoch": 15.539798719121684,
"eval_loss": 0.8210623264312744,
"eval_runtime": 41.56,
"eval_samples_per_second": 70.139,
"eval_steps_per_second": 17.541,
"step": 8500
},
{
"epoch": 15.722781335773101,
"grad_norm": 18.62014389038086,
"learning_rate": 3.4918063314711366e-06,
"loss": 3.4680157470703126,
"step": 8600
},
{
"epoch": 16.08783165599268,
"grad_norm": 47.83131790161133,
"learning_rate": 3.4545623836126635e-06,
"loss": 3.488092041015625,
"step": 8800
},
{
"epoch": 16.453796889295518,
"grad_norm": 24.163806915283203,
"learning_rate": 3.41731843575419e-06,
"loss": 3.49182373046875,
"step": 9000
},
{
"epoch": 16.453796889295518,
"eval_loss": 0.8208582401275635,
"eval_runtime": 42.8306,
"eval_samples_per_second": 68.059,
"eval_steps_per_second": 17.021,
"step": 9000
},
{
"epoch": 16.819762122598352,
"grad_norm": 23.606050491333008,
"learning_rate": 3.380074487895717e-06,
"loss": 3.4846002197265626,
"step": 9200
},
{
"epoch": 17.184812442817933,
"grad_norm": 58.5062255859375,
"learning_rate": 3.342830540037244e-06,
"loss": 3.4901348876953127,
"step": 9400
},
{
"epoch": 17.36779505946935,
"eval_loss": 0.8192538619041443,
"eval_runtime": 42.7941,
"eval_samples_per_second": 68.117,
"eval_steps_per_second": 17.035,
"step": 9500
},
{
"epoch": 17.55077767612077,
"grad_norm": 48.141632080078125,
"learning_rate": 3.305586592178771e-06,
"loss": 3.4592129516601564,
"step": 9600
},
{
"epoch": 17.916742909423604,
"grad_norm": 22.53372573852539,
"learning_rate": 3.268342644320298e-06,
"loss": 3.4706024169921874,
"step": 9800
},
{
"epoch": 18.281793229643185,
"grad_norm": 33.21782684326172,
"learning_rate": 3.231098696461825e-06,
"loss": 3.481481018066406,
"step": 10000
},
{
"epoch": 18.281793229643185,
"eval_loss": 0.82040935754776,
"eval_runtime": 42.6304,
"eval_samples_per_second": 68.378,
"eval_steps_per_second": 17.1,
"step": 10000
},
{
"epoch": 18.64775846294602,
"grad_norm": 24.176639556884766,
"learning_rate": 3.1938547486033524e-06,
"loss": 3.4637158203125,
"step": 10200
},
{
"epoch": 19.0128087831656,
"grad_norm": 26.19886016845703,
"learning_rate": 3.1566108007448793e-06,
"loss": 3.4687786865234376,
"step": 10400
},
{
"epoch": 19.19579139981702,
"eval_loss": 0.8162763118743896,
"eval_runtime": 41.6542,
"eval_samples_per_second": 69.981,
"eval_steps_per_second": 17.501,
"step": 10500
},
{
"epoch": 19.378774016468437,
"grad_norm": 31.632343292236328,
"learning_rate": 3.119366852886406e-06,
"loss": 3.4610107421875,
"step": 10600
},
{
"epoch": 19.74473924977127,
"grad_norm": 33.52009963989258,
"learning_rate": 3.0821229050279335e-06,
"loss": 3.4670669555664064,
"step": 10800
},
{
"epoch": 20.109789569990852,
"grad_norm": 32.436702728271484,
"learning_rate": 3.0448789571694604e-06,
"loss": 3.442606201171875,
"step": 11000
},
{
"epoch": 20.109789569990852,
"eval_loss": 0.8159969449043274,
"eval_runtime": 41.6805,
"eval_samples_per_second": 69.937,
"eval_steps_per_second": 17.49,
"step": 11000
},
{
"epoch": 20.475754803293686,
"grad_norm": 23.588851928710938,
"learning_rate": 3.0076350093109874e-06,
"loss": 3.4675115966796874,
"step": 11200
},
{
"epoch": 20.841720036596524,
"grad_norm": 27.577604293823242,
"learning_rate": 2.9703910614525143e-06,
"loss": 3.4519415283203125,
"step": 11400
},
{
"epoch": 21.023787740164686,
"eval_loss": 0.815731942653656,
"eval_runtime": 41.6924,
"eval_samples_per_second": 69.917,
"eval_steps_per_second": 17.485,
"step": 11500
},
{
"epoch": 21.2067703568161,
"grad_norm": 36.152488708496094,
"learning_rate": 2.9331471135940416e-06,
"loss": 3.4238546752929686,
"step": 11600
},
{
"epoch": 21.57273559011894,
"grad_norm": 20.04086685180664,
"learning_rate": 2.895903165735568e-06,
"loss": 3.4361163330078126,
"step": 11800
},
{
"epoch": 21.938700823421776,
"grad_norm": 30.39275550842285,
"learning_rate": 2.858659217877095e-06,
"loss": 3.451390380859375,
"step": 12000
},
{
"epoch": 21.938700823421776,
"eval_loss": 0.8138015270233154,
"eval_runtime": 41.6609,
"eval_samples_per_second": 69.97,
"eval_steps_per_second": 17.498,
"step": 12000
},
{
"epoch": 22.303751143641353,
"grad_norm": 38.23406219482422,
"learning_rate": 2.821415270018622e-06,
"loss": 3.444107666015625,
"step": 12200
},
{
"epoch": 22.66971637694419,
"grad_norm": 27.947982788085938,
"learning_rate": 2.7841713221601493e-06,
"loss": 3.4341265869140627,
"step": 12400
},
{
"epoch": 22.85269899359561,
"eval_loss": 0.8147653937339783,
"eval_runtime": 42.6887,
"eval_samples_per_second": 68.285,
"eval_steps_per_second": 17.077,
"step": 12500
},
{
"epoch": 23.034766697163768,
"grad_norm": 18.88580894470215,
"learning_rate": 2.746927374301676e-06,
"loss": 3.4495306396484375,
"step": 12600
},
{
"epoch": 23.400731930466605,
"grad_norm": 27.68914794921875,
"learning_rate": 2.709683426443203e-06,
"loss": 3.4263726806640626,
"step": 12800
},
{
"epoch": 23.766697163769443,
"grad_norm": 26.018314361572266,
"learning_rate": 2.67243947858473e-06,
"loss": 3.4341275024414064,
"step": 13000
},
{
"epoch": 23.766697163769443,
"eval_loss": 0.8114081621170044,
"eval_runtime": 41.8968,
"eval_samples_per_second": 69.576,
"eval_steps_per_second": 17.4,
"step": 13000
},
{
"epoch": 24.13174748398902,
"grad_norm": 28.45810890197754,
"learning_rate": 2.6351955307262573e-06,
"loss": 3.4314459228515624,
"step": 13200
},
{
"epoch": 24.497712717291858,
"grad_norm": 55.73724365234375,
"learning_rate": 2.5979515828677843e-06,
"loss": 3.426131591796875,
"step": 13400
},
{
"epoch": 24.680695333943277,
"eval_loss": 0.8129320740699768,
"eval_runtime": 41.7307,
"eval_samples_per_second": 69.853,
"eval_steps_per_second": 17.469,
"step": 13500
},
{
"epoch": 24.863677950594692,
"grad_norm": 31.70014190673828,
"learning_rate": 2.560707635009311e-06,
"loss": 3.4323944091796874,
"step": 13600
},
{
"epoch": 25.228728270814273,
"grad_norm": 37.29436492919922,
"learning_rate": 2.5234636871508385e-06,
"loss": 3.4168301391601563,
"step": 13800
},
{
"epoch": 25.59469350411711,
"grad_norm": 20.562915802001953,
"learning_rate": 2.486219739292365e-06,
"loss": 3.427581787109375,
"step": 14000
},
{
"epoch": 25.59469350411711,
"eval_loss": 0.8111268281936646,
"eval_runtime": 42.3026,
"eval_samples_per_second": 68.908,
"eval_steps_per_second": 17.233,
"step": 14000
},
{
"epoch": 25.960658737419944,
"grad_norm": 31.984947204589844,
"learning_rate": 2.4489757914338923e-06,
"loss": 3.43117431640625,
"step": 14200
},
{
"epoch": 26.325709057639525,
"grad_norm": 26.999069213867188,
"learning_rate": 2.4117318435754193e-06,
"loss": 3.4233984375,
"step": 14400
},
{
"epoch": 26.508691674290944,
"eval_loss": 0.8085624575614929,
"eval_runtime": 42.2143,
"eval_samples_per_second": 69.053,
"eval_steps_per_second": 17.269,
"step": 14500
},
{
"epoch": 26.69167429094236,
"grad_norm": 29.52259635925293,
"learning_rate": 2.374487895716946e-06,
"loss": 3.42596435546875,
"step": 14600
},
{
"epoch": 27.05672461116194,
"grad_norm": 20.191740036010742,
"learning_rate": 2.337243947858473e-06,
"loss": 3.413668212890625,
"step": 14800
},
{
"epoch": 27.422689844464777,
"grad_norm": 24.441926956176758,
"learning_rate": 2.3000000000000004e-06,
"loss": 3.4378948974609376,
"step": 15000
},
{
"epoch": 27.422689844464777,
"eval_loss": 0.8082968592643738,
"eval_runtime": 42.2022,
"eval_samples_per_second": 69.072,
"eval_steps_per_second": 17.274,
"step": 15000
},
{
"epoch": 27.78865507776761,
"grad_norm": 32.56826400756836,
"learning_rate": 2.262756052141527e-06,
"loss": 3.409415283203125,
"step": 15200
},
{
"epoch": 28.153705397987192,
"grad_norm": 18.923120498657227,
"learning_rate": 2.2255121042830543e-06,
"loss": 3.417109375,
"step": 15400
},
{
"epoch": 28.33668801463861,
"eval_loss": 0.8054900169372559,
"eval_runtime": 42.2244,
"eval_samples_per_second": 69.036,
"eval_steps_per_second": 17.265,
"step": 15500
},
{
"epoch": 28.519670631290026,
"grad_norm": 21.48866081237793,
"learning_rate": 2.188268156424581e-06,
"loss": 3.415582580566406,
"step": 15600
},
{
"epoch": 28.885635864592864,
"grad_norm": 35.53007125854492,
"learning_rate": 2.151024208566108e-06,
"loss": 3.4359011840820313,
"step": 15800
},
{
"epoch": 29.250686184812444,
"grad_norm": 48.40018844604492,
"learning_rate": 2.113780260707635e-06,
"loss": 3.4082733154296876,
"step": 16000
},
{
"epoch": 29.250686184812444,
"eval_loss": 0.8067459464073181,
"eval_runtime": 41.9936,
"eval_samples_per_second": 69.415,
"eval_steps_per_second": 17.36,
"step": 16000
},
{
"epoch": 29.61665141811528,
"grad_norm": 25.632177352905273,
"learning_rate": 2.0765363128491623e-06,
"loss": 3.4094720458984376,
"step": 16200
},
{
"epoch": 29.982616651418116,
"grad_norm": 33.20957565307617,
"learning_rate": 2.0392923649906892e-06,
"loss": 3.422698974609375,
"step": 16400
},
{
"epoch": 30.164684354986278,
"eval_loss": 0.8089665174484253,
"eval_runtime": 41.8922,
"eval_samples_per_second": 69.583,
"eval_steps_per_second": 17.402,
"step": 16500
},
{
"epoch": 30.347666971637693,
"grad_norm": 27.007097244262695,
"learning_rate": 2.002048417132216e-06,
"loss": 3.4013916015625,
"step": 16600
},
{
"epoch": 30.71363220494053,
"grad_norm": 32.90212631225586,
"learning_rate": 1.964804469273743e-06,
"loss": 3.4162109375,
"step": 16800
},
{
"epoch": 31.07868252516011,
"grad_norm": 24.65216827392578,
"learning_rate": 1.92756052141527e-06,
"loss": 3.4050347900390623,
"step": 17000
},
{
"epoch": 31.07868252516011,
"eval_loss": 0.8063186407089233,
"eval_runtime": 42.0357,
"eval_samples_per_second": 69.346,
"eval_steps_per_second": 17.342,
"step": 17000
},
{
"epoch": 31.444647758462946,
"grad_norm": 49.785057067871094,
"learning_rate": 1.8903165735567971e-06,
"loss": 3.4042044067382813,
"step": 17200
},
{
"epoch": 31.810612991765783,
"grad_norm": 76.18311309814453,
"learning_rate": 1.8530726256983242e-06,
"loss": 3.41436767578125,
"step": 17400
},
{
"epoch": 31.993595608417202,
"eval_loss": 0.8072382211685181,
"eval_runtime": 42.4227,
"eval_samples_per_second": 68.713,
"eval_steps_per_second": 17.184,
"step": 17500
},
{
"epoch": 32.17566331198536,
"grad_norm": 38.510337829589844,
"learning_rate": 1.8158286778398512e-06,
"loss": 3.393199157714844,
"step": 17600
},
{
"epoch": 32.5416285452882,
"grad_norm": 30.383955001831055,
"learning_rate": 1.7785847299813783e-06,
"loss": 3.4250921630859374,
"step": 17800
},
{
"epoch": 32.907593778591036,
"grad_norm": 19.114484786987305,
"learning_rate": 1.7413407821229052e-06,
"loss": 3.3968218994140624,
"step": 18000
},
{
"epoch": 32.907593778591036,
"eval_loss": 0.8027856349945068,
"eval_runtime": 42.2162,
"eval_samples_per_second": 69.049,
"eval_steps_per_second": 17.268,
"step": 18000
},
{
"epoch": 33.272644098810616,
"grad_norm": 27.924243927001953,
"learning_rate": 1.7040968342644321e-06,
"loss": 3.399924011230469,
"step": 18200
},
{
"epoch": 33.63860933211345,
"grad_norm": 27.03548812866211,
"learning_rate": 1.666852886405959e-06,
"loss": 3.400137634277344,
"step": 18400
},
{
"epoch": 33.82159194876487,
"eval_loss": 0.8055672645568848,
"eval_runtime": 41.3595,
"eval_samples_per_second": 70.48,
"eval_steps_per_second": 17.626,
"step": 18500
},
{
"epoch": 34.00365965233303,
"grad_norm": 24.38459587097168,
"learning_rate": 1.6296089385474862e-06,
"loss": 3.3994366455078127,
"step": 18600
},
{
"epoch": 34.369624885635865,
"grad_norm": 28.692363739013672,
"learning_rate": 1.5923649906890133e-06,
"loss": 3.4166107177734375,
"step": 18800
},
{
"epoch": 34.7355901189387,
"grad_norm": 21.536502838134766,
"learning_rate": 1.5551210428305402e-06,
"loss": 3.387282409667969,
"step": 19000
},
{
"epoch": 34.7355901189387,
"eval_loss": 0.8031522631645203,
"eval_runtime": 42.311,
"eval_samples_per_second": 68.895,
"eval_steps_per_second": 17.23,
"step": 19000
},
{
"epoch": 35.10064043915828,
"grad_norm": 27.024391174316406,
"learning_rate": 1.5178770949720673e-06,
"loss": 3.409147033691406,
"step": 19200
},
{
"epoch": 35.466605672461114,
"grad_norm": 18.235994338989258,
"learning_rate": 1.4806331471135942e-06,
"loss": 3.4031585693359374,
"step": 19400
},
{
"epoch": 35.649588289112536,
"eval_loss": 0.8056690096855164,
"eval_runtime": 41.9505,
"eval_samples_per_second": 69.487,
"eval_steps_per_second": 17.378,
"step": 19500
},
{
"epoch": 35.83257090576395,
"grad_norm": 37.04148483276367,
"learning_rate": 1.4433891992551212e-06,
"loss": 3.4038092041015626,
"step": 19600
},
{
"epoch": 36.19762122598353,
"grad_norm": 19.896331787109375,
"learning_rate": 1.406145251396648e-06,
"loss": 3.382321472167969,
"step": 19800
},
{
"epoch": 36.56358645928637,
"grad_norm": 34.511016845703125,
"learning_rate": 1.3689013035381752e-06,
"loss": 3.393641357421875,
"step": 20000
},
{
"epoch": 36.56358645928637,
"eval_loss": 0.8040483593940735,
"eval_runtime": 42.2369,
"eval_samples_per_second": 69.016,
"eval_steps_per_second": 17.26,
"step": 20000
},
{
"epoch": 36.92955169258921,
"grad_norm": 32.32827377319336,
"learning_rate": 1.3316573556797021e-06,
"loss": 3.4322308349609374,
"step": 20200
},
{
"epoch": 37.29460201280878,
"grad_norm": 20.42951202392578,
"learning_rate": 1.2944134078212292e-06,
"loss": 3.3828802490234375,
"step": 20400
},
{
"epoch": 37.4775846294602,
"eval_loss": 0.8036431074142456,
"eval_runtime": 42.3918,
"eval_samples_per_second": 68.763,
"eval_steps_per_second": 17.197,
"step": 20500
},
{
"epoch": 37.66056724611162,
"grad_norm": 29.195035934448242,
"learning_rate": 1.2571694599627561e-06,
"loss": 3.3858602905273436,
"step": 20600
},
{
"epoch": 38.0256175663312,
"grad_norm": 28.474138259887695,
"learning_rate": 1.219925512104283e-06,
"loss": 3.3724441528320312,
"step": 20800
},
{
"epoch": 38.39158279963404,
"grad_norm": 23.875751495361328,
"learning_rate": 1.1826815642458102e-06,
"loss": 3.392691650390625,
"step": 21000
},
{
"epoch": 38.39158279963404,
"eval_loss": 0.8033986687660217,
"eval_runtime": 42.8257,
"eval_samples_per_second": 68.067,
"eval_steps_per_second": 17.022,
"step": 21000
},
{
"epoch": 38.757548032936874,
"grad_norm": 41.7534065246582,
"learning_rate": 1.1454376163873373e-06,
"loss": 3.4057916259765624,
"step": 21200
},
{
"epoch": 39.12259835315645,
"grad_norm": 20.454809188842773,
"learning_rate": 1.108193668528864e-06,
"loss": 3.389534912109375,
"step": 21400
},
{
"epoch": 39.30558096980787,
"eval_loss": 0.8037059903144836,
"eval_runtime": 41.4943,
"eval_samples_per_second": 70.251,
"eval_steps_per_second": 17.569,
"step": 21500
},
{
"epoch": 39.488563586459286,
"grad_norm": 30.62973976135254,
"learning_rate": 1.0709497206703911e-06,
"loss": 3.37801513671875,
"step": 21600
},
{
"epoch": 39.85452881976212,
"grad_norm": 41.29619216918945,
"learning_rate": 1.0337057728119183e-06,
"loss": 3.4008929443359377,
"step": 21800
},
{
"epoch": 40.219579139981704,
"grad_norm": 25.416288375854492,
"learning_rate": 9.964618249534452e-07,
"loss": 3.378941650390625,
"step": 22000
},
{
"epoch": 40.219579139981704,
"eval_loss": 0.8027300238609314,
"eval_runtime": 40.7902,
"eval_samples_per_second": 71.463,
"eval_steps_per_second": 17.872,
"step": 22000
},
{
"epoch": 40.585544373284534,
"grad_norm": 20.888412475585938,
"learning_rate": 9.59217877094972e-07,
"loss": 3.3759555053710937,
"step": 22200
},
{
"epoch": 40.95150960658737,
"grad_norm": 22.00240707397461,
"learning_rate": 9.219739292364992e-07,
"loss": 3.3937649536132812,
"step": 22400
},
{
"epoch": 41.13357731015554,
"eval_loss": 0.8019812107086182,
"eval_runtime": 41.4876,
"eval_samples_per_second": 70.262,
"eval_steps_per_second": 17.572,
"step": 22500
},
{
"epoch": 41.31655992680695,
"grad_norm": 44.14933395385742,
"learning_rate": 8.847299813780262e-07,
"loss": 3.3816888427734373,
"step": 22600
},
{
"epoch": 41.68252516010979,
"grad_norm": 23.328454971313477,
"learning_rate": 8.474860335195532e-07,
"loss": 3.400072021484375,
"step": 22800
},
{
"epoch": 42.04757548032937,
"grad_norm": 36.49307632446289,
"learning_rate": 8.102420856610802e-07,
"loss": 3.390718688964844,
"step": 23000
},
{
"epoch": 42.04757548032937,
"eval_loss": 0.801755964756012,
"eval_runtime": 40.4509,
"eval_samples_per_second": 72.063,
"eval_steps_per_second": 18.022,
"step": 23000
},
{
"epoch": 42.4135407136322,
"grad_norm": 22.958580017089844,
"learning_rate": 7.729981378026072e-07,
"loss": 3.3810220336914063,
"step": 23200
},
{
"epoch": 42.77950594693504,
"grad_norm": 52.35154342651367,
"learning_rate": 7.357541899441341e-07,
"loss": 3.3751885986328123,
"step": 23400
},
{
"epoch": 42.96248856358646,
"eval_loss": 0.8003720045089722,
"eval_runtime": 41.5909,
"eval_samples_per_second": 70.087,
"eval_steps_per_second": 17.528,
"step": 23500
},
{
"epoch": 43.14455626715462,
"grad_norm": 31.925992965698242,
"learning_rate": 6.985102420856611e-07,
"loss": 3.3631201171875,
"step": 23600
},
{
"epoch": 43.51052150045746,
"grad_norm": 21.90959930419922,
"learning_rate": 6.612662942271882e-07,
"loss": 3.3778814697265624,
"step": 23800
},
{
"epoch": 43.876486733760295,
"grad_norm": 23.6475772857666,
"learning_rate": 6.240223463687152e-07,
"loss": 3.37588623046875,
"step": 24000
},
{
"epoch": 43.876486733760295,
"eval_loss": 0.8009469509124756,
"eval_runtime": 40.6538,
"eval_samples_per_second": 71.703,
"eval_steps_per_second": 17.932,
"step": 24000
},
{
"epoch": 44.24153705397987,
"grad_norm": 30.51738929748535,
"learning_rate": 5.867783985102422e-07,
"loss": 3.3592584228515623,
"step": 24200
},
{
"epoch": 44.607502287282706,
"grad_norm": 21.41883087158203,
"learning_rate": 5.495344506517691e-07,
"loss": 3.3807147216796873,
"step": 24400
},
{
"epoch": 44.79048490393413,
"eval_loss": 0.8014787435531616,
"eval_runtime": 41.0155,
"eval_samples_per_second": 71.071,
"eval_steps_per_second": 17.774,
"step": 24500
},
{
"epoch": 44.973467520585544,
"grad_norm": 26.60100555419922,
"learning_rate": 5.122905027932961e-07,
"loss": 3.387509765625,
"step": 24600
},
{
"epoch": 45.338517840805125,
"grad_norm": 28.604902267456055,
"learning_rate": 4.7504655493482315e-07,
"loss": 3.35648193359375,
"step": 24800
},
{
"epoch": 45.70448307410796,
"grad_norm": 23.216493606567383,
"learning_rate": 4.378026070763501e-07,
"loss": 3.3807525634765625,
"step": 25000
},
{
"epoch": 45.70448307410796,
"eval_loss": 0.802956759929657,
"eval_runtime": 40.4744,
"eval_samples_per_second": 72.021,
"eval_steps_per_second": 18.011,
"step": 25000
},
{
"epoch": 46.069533394327536,
"grad_norm": 26.358734130859375,
"learning_rate": 4.0055865921787714e-07,
"loss": 3.36883056640625,
"step": 25200
},
{
"epoch": 46.43549862763037,
"grad_norm": 39.294586181640625,
"learning_rate": 3.633147113594041e-07,
"loss": 3.372022705078125,
"step": 25400
},
{
"epoch": 46.618481244281796,
"eval_loss": 0.8016297817230225,
"eval_runtime": 40.8294,
"eval_samples_per_second": 71.395,
"eval_steps_per_second": 17.855,
"step": 25500
},
{
"epoch": 46.80146386093321,
"grad_norm": 19.483142852783203,
"learning_rate": 3.260707635009312e-07,
"loss": 3.36287841796875,
"step": 25600
},
{
"epoch": 47.16651418115279,
"grad_norm": 26.670150756835938,
"learning_rate": 2.8882681564245815e-07,
"loss": 3.370653076171875,
"step": 25800
},
{
"epoch": 47.53247941445563,
"grad_norm": 24.604328155517578,
"learning_rate": 2.515828677839851e-07,
"loss": 3.3851007080078124,
"step": 26000
},
{
"epoch": 47.53247941445563,
"eval_loss": 0.8018313050270081,
"eval_runtime": 40.4037,
"eval_samples_per_second": 72.147,
"eval_steps_per_second": 18.043,
"step": 26000
},
{
"epoch": 47.89844464775846,
"grad_norm": 32.4647216796875,
"learning_rate": 2.1433891992551213e-07,
"loss": 3.386794128417969,
"step": 26200
},
{
"epoch": 48.26349496797804,
"grad_norm": 25.444473266601562,
"learning_rate": 1.7709497206703913e-07,
"loss": 3.3733404541015624,
"step": 26400
},
{
"epoch": 48.44647758462946,
"eval_loss": 0.8006534576416016,
"eval_runtime": 40.845,
"eval_samples_per_second": 71.367,
"eval_steps_per_second": 17.848,
"step": 26500
},
{
"epoch": 48.62946020128088,
"grad_norm": 18.64166259765625,
"learning_rate": 1.3985102420856612e-07,
"loss": 3.385538330078125,
"step": 26600
},
{
"epoch": 48.995425434583716,
"grad_norm": 14.76766300201416,
"learning_rate": 1.0260707635009313e-07,
"loss": 3.3784445190429686,
"step": 26800
},
{
"epoch": 49.360475754803296,
"grad_norm": 12.997588157653809,
"learning_rate": 6.536312849162012e-08,
"loss": 3.3703176879882815,
"step": 27000
},
{
"epoch": 49.360475754803296,
"eval_loss": 0.8013985753059387,
"eval_runtime": 40.7108,
"eval_samples_per_second": 71.603,
"eval_steps_per_second": 17.907,
"step": 27000
},
{
"epoch": 49.72644098810613,
"grad_norm": 51.947044372558594,
"learning_rate": 2.8119180633147116e-08,
"loss": 3.37430419921875,
"step": 27200
}
],
"logging_steps": 200,
"max_steps": 27350,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 8.149791933674291e+16,
"train_batch_size": 6,
"trial_name": null,
"trial_params": null
}