### GLM-5.1-Q4_K_M (aes_sedai) ```txt /home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/GLM-5.1-Q8_0-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/GLM-5.1-GGUF/aes_sedai/GLM-5.1-Q4_K_M.gguf ggml_cuda_init: found 7 CUDA devices (Total VRAM: 680750 MiB): Device 0: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 1: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 2: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 3: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 4: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 5: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 6: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB common_init_result: fitting params to device memory, for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on common_params_fit_impl: getting device memory data for initial parameters: common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (57852 = 53319 + 108 + 4424) + -57290 | common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (69122 = 63679 + 99 + 5344) + -68560 | common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (74920 = 69468 + 108 + 5344) + -74358 | common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (69122 = 63679 + 99 + 5344) + -68560 | common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (74920 = 69468 + 108 + 5344) + -74358 | common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (69122 = 63679 + 99 + 5344) + -68560 | common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (60130 = 53065 + 81 + 6984) + -59568 | common_memory_breakdown_print: | - Host | 1412 = 964 + 0 + 448 | common_params_fit_impl: projected memory use with initial parameters [MiB]: common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 57852 used, 38835 free vs. target of 1024 common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 69122 used, 27565 free vs. target of 1024 common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 74920 used, 21767 free vs. target of 1024 common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 69122 used, 27565 free vs. target of 1024 common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 74920 used, 21767 free vs. target of 1024 common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 69122 used, 27565 free vs. target of 1024 common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 60130 used, 36556 free vs. target of 1024 common_params_fit_impl: projected to use 475191 MiB of device memory vs. 676815 MiB of free device memory common_params_fit_impl: targets for free memory can be met on all devices, no changes needed common_fit_params: successfully fit params to free device memory common_fit_params: fitting params to free memory took 0.83 seconds llama_model_load_from_file_impl: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96687 MiB free llama_model_loader: loaded meta data with 63 key-value pairs and 1809 tensors from /mnt/srv/snowdrift/gguf/GLM-5.1-GGUF/aes_sedai/GLM-5.1-Q4_K_M.gguf (version GGUF V3 (latest)) llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. llama_model_loader: - kv 0: general.architecture str = glm-dsa llama_model_loader: - kv 1: general.type str = model llama_model_loader: - kv 2: general.sampling.top_p f32 = 0.950000 llama_model_loader: - kv 3: general.sampling.temp f32 = 1.000000 llama_model_loader: - kv 4: general.name str = GLM 5.1 llama_model_loader: - kv 5: general.version str = 5.1 llama_model_loader: - kv 6: general.basename str = GLM llama_model_loader: - kv 7: general.size_label str = 256x22B llama_model_loader: - kv 8: general.license str = mit llama_model_loader: - kv 9: general.tags arr[str,1] = ["text-generation"] llama_model_loader: - kv 10: general.languages arr[str,2] = ["en", "zh"] llama_model_loader: - kv 11: glm-dsa.block_count u32 = 79 llama_model_loader: - kv 12: glm-dsa.context_length u32 = 202752 llama_model_loader: - kv 13: glm-dsa.embedding_length u32 = 6144 llama_model_loader: - kv 14: glm-dsa.feed_forward_length u32 = 12288 llama_model_loader: - kv 15: glm-dsa.attention.head_count u32 = 64 llama_model_loader: - kv 16: glm-dsa.attention.head_count_kv u32 = 1 llama_model_loader: - kv 17: glm-dsa.rope.freq_base f32 = 1000000.000000 llama_model_loader: - kv 18: glm-dsa.attention.layer_norm_rms_epsilon f32 = 0.000010 llama_model_loader: - kv 19: glm-dsa.expert_used_count u32 = 8 llama_model_loader: - kv 20: glm-dsa.expert_group_count u32 = 1 llama_model_loader: - kv 21: glm-dsa.expert_group_used_count u32 = 1 llama_model_loader: - kv 22: glm-dsa.expert_gating_func u32 = 2 llama_model_loader: - kv 23: glm-dsa.leading_dense_block_count u32 = 3 llama_model_loader: - kv 24: glm-dsa.vocab_size u32 = 154880 llama_model_loader: - kv 25: glm-dsa.attention.q_lora_rank u32 = 2048 llama_model_loader: - kv 26: glm-dsa.attention.kv_lora_rank u32 = 512 llama_model_loader: - kv 27: glm-dsa.attention.key_length u32 = 576 llama_model_loader: - kv 28: glm-dsa.attention.value_length u32 = 512 llama_model_loader: - kv 29: glm-dsa.attention.key_length_mla u32 = 256 llama_model_loader: - kv 30: glm-dsa.attention.value_length_mla u32 = 256 llama_model_loader: - kv 31: glm-dsa.expert_feed_forward_length u32 = 2048 llama_model_loader: - kv 32: glm-dsa.expert_count u32 = 256 llama_model_loader: - kv 33: glm-dsa.expert_shared_count u32 = 1 llama_model_loader: - kv 34: glm-dsa.expert_weights_scale f32 = 2.500000 llama_model_loader: - kv 35: glm-dsa.expert_weights_norm bool = true llama_model_loader: - kv 36: glm-dsa.rope.dimension_count u32 = 64 llama_model_loader: - kv 37: glm-dsa.nextn_predict_layers u32 = 1 llama_model_loader: - kv 38: glm-dsa.attention.indexer.head_count u32 = 32 llama_model_loader: - kv 39: glm-dsa.attention.indexer.key_length u32 = 128 llama_model_loader: - kv 40: glm-dsa.attention.indexer.top_k u32 = 2048 llama_model_loader: - kv 41: tokenizer.ggml.model str = gpt2 llama_model_loader: - kv 42: tokenizer.ggml.pre str = glm4 llama_model_loader: - kv 43: tokenizer.ggml.tokens arr[str,154880] = ["!", "\"", "#", "$", "%", "&", "'", ... llama_model_loader: - kv 44: tokenizer.ggml.token_type arr[i32,154880] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ... llama_model_loader: - kv 45: tokenizer.ggml.merges arr[str,321649] = ["Ġ Ġ", "Ġ ĠĠĠ", "ĠĠ ĠĠ", "... llama_model_loader: - kv 46: tokenizer.ggml.eos_token_id u32 = 154820 llama_model_loader: - kv 47: tokenizer.ggml.padding_token_id u32 = 154820 llama_model_loader: - kv 48: tokenizer.ggml.bos_token_id u32 = 154822 llama_model_loader: - kv 49: tokenizer.ggml.eot_token_id u32 = 154827 llama_model_loader: - kv 50: tokenizer.ggml.unknown_token_id u32 = 154820 llama_model_loader: - kv 51: tokenizer.ggml.eom_token_id u32 = 154829 llama_model_loader: - kv 52: tokenizer.chat_template str = [gMASK]\n{%- if tools -%}\n{%- mac... llama_model_loader: - kv 53: general.quantization_version u32 = 2 llama_model_loader: - kv 54: general.file_type u32 = 7 llama_model_loader: - kv 55: MoE_Quantization.ffn_up_exps str = Q4_K llama_model_loader: - kv 56: MoE_Quantization.ffn_gate_exps str = Q4_K llama_model_loader: - kv 57: MoE_Quantization.ffn_down_exps str = Q5_K llama_model_loader: - kv 58: MoE_Quantization.type_default str = Q8_0 llama_model_loader: - kv 59: quantize.imatrix.file str = /mnt/srv/snowdrift/ggml/GLM-5.1/imatr... llama_model_loader: - kv 60: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati... llama_model_loader: - kv 61: quantize.imatrix.entries_count u32 = 1002 llama_model_loader: - kv 62: quantize.imatrix.chunks_count u32 = 50 llama_model_loader: - type f32: 630 tensors llama_model_loader: - type q8_0: 951 tensors llama_model_loader: - type q4_K: 152 tensors llama_model_loader: - type q5_K: 76 tensors print_info: file format = GGUF V3 (latest) print_info: file type = Q8_0 print_info: file size = 432.80 GiB (4.93 BPW) load: 0 unused tokens load: special_eot_id is not in special_eog_ids - the tokenizer config may be incorrect load: special_eom_id is not in special_eog_ids - the tokenizer config may be incorrect load: printing all EOG tokens: load: - 154820 ('<|endoftext|>') load: - 154827 ('<|user|>') load: - 154829 ('<|observation|>') load: special tokens cache size = 36 load: token to piece cache size = 0.9811 MB print_info: arch = glm-dsa print_info: vocab_only = 0 print_info: no_alloc = 0 print_info: n_ctx_train = 202752 print_info: n_embd = 6144 print_info: n_embd_inp = 6144 print_info: n_layer = 79 print_info: n_head = 64 print_info: n_head_kv = 1 print_info: n_rot = 64 print_info: n_swa = 0 print_info: is_swa_any = 0 print_info: n_embd_head_k = 576 print_info: n_embd_head_v = 512 print_info: n_gqa = 64 print_info: n_embd_k_gqa = 576 print_info: n_embd_v_gqa = 512 print_info: f_norm_eps = 0.0e+00 print_info: f_norm_rms_eps = 1.0e-05 print_info: f_clamp_kqv = 0.0e+00 print_info: f_max_alibi_bias = 0.0e+00 print_info: f_logit_scale = 0.0e+00 print_info: f_attn_scale = 0.0e+00 print_info: f_attn_value_scale = 1.0000 print_info: n_ff = 12288 print_info: n_expert = 256 print_info: n_expert_used = 8 print_info: n_expert_groups = 1 print_info: n_group_used = 1 print_info: causal attn = 1 print_info: pooling type = -1 print_info: rope type = 0 print_info: rope scaling = linear print_info: freq_base_train = 1000000.0 print_info: freq_scale_train = 1 print_info: n_ctx_orig_yarn = 202752 print_info: rope_yarn_log_mul = 0.0000 print_info: rope_finetuned = unknown print_info: model type = 744B.A40B print_info: model params = 753.86 B print_info: general.name = GLM 5.1 print_info: n_layer_dense_lead = 3 print_info: n_lora_q = 2048 print_info: n_lora_kv = 512 print_info: n_embd_head_k_mla = 256 print_info: n_embd_head_v_mla = 256 print_info: n_ff_exp = 2048 print_info: n_expert_shared = 1 print_info: expert_weights_scale = 2.5 print_info: expert_weights_norm = 1 print_info: expert_gating_func = sigmoid print_info: vocab type = BPE print_info: n_vocab = 154880 print_info: n_merges = 321649 print_info: BOS token = 154822 '[gMASK]' print_info: EOS token = 154820 '<|endoftext|>' print_info: EOT token = 154827 '<|user|>' print_info: EOM token = 154829 '<|observation|>' print_info: UNK token = 154820 '<|endoftext|>' print_info: PAD token = 154820 '<|endoftext|>' print_info: LF token = 198 'Ċ' print_info: FIM PRE token = 154838 '<|code_prefix|>' print_info: FIM SUF token = 154840 '<|code_suffix|>' print_info: FIM MID token = 154839 '<|code_middle|>' print_info: EOG token = 154820 '<|endoftext|>' print_info: EOG token = 154827 '<|user|>' print_info: EOG token = 154829 '<|observation|>' print_info: max token length = 1024 load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false) model has unused tensor blk.78.attn_norm.weight (size = 24576 bytes) -- ignoring model has unused tensor blk.78.attn_q_a_norm.weight (size = 8192 bytes) -- ignoring model has unused tensor blk.78.attn_kv_a_norm.weight (size = 2048 bytes) -- ignoring model has unused tensor blk.78.attn_q_a.weight (size = 13369344 bytes) -- ignoring model has unused tensor blk.78.attn_q_b.weight (size = 35651584 bytes) -- ignoring model has unused tensor blk.78.attn_kv_a_mqa.weight (size = 3760128 bytes) -- ignoring model has unused tensor blk.78.attn_k_b.weight (size = 6684672 bytes) -- ignoring model has unused tensor blk.78.attn_v_b.weight (size = 8912896 bytes) -- ignoring model has unused tensor blk.78.attn_output.weight (size = 106954752 bytes) -- ignoring model has unused tensor blk.78.ffn_norm.weight (size = 24576 bytes) -- ignoring model has unused tensor blk.78.indexer.k_norm.weight (size = 512 bytes) -- ignoring model has unused tensor blk.78.indexer.k_norm.bias (size = 512 bytes) -- ignoring model has unused tensor blk.78.indexer.proj.weight (size = 208896 bytes) -- ignoring model has unused tensor blk.78.indexer.attn_k.weight (size = 835584 bytes) -- ignoring model has unused tensor blk.78.indexer.attn_q_b.weight (size = 8912896 bytes) -- ignoring model has unused tensor blk.78.ffn_gate_inp.weight (size = 6291456 bytes) -- ignoring model has unused tensor blk.78.ffn_gate_exps.weight (size = 1811939328 bytes) -- ignoring model has unused tensor blk.78.ffn_down_exps.weight (size = 2214592512 bytes) -- ignoring model has unused tensor blk.78.ffn_up_exps.weight (size = 1811939328 bytes) -- ignoring model has unused tensor blk.78.ffn_gate_shexp.weight (size = 13369344 bytes) -- ignoring model has unused tensor blk.78.ffn_down_shexp.weight (size = 13369344 bytes) -- ignoring model has unused tensor blk.78.ffn_up_shexp.weight (size = 13369344 bytes) -- ignoring model has unused tensor blk.78.nextn.eh_proj.weight (size = 80216064 bytes) -- ignoring model has unused tensor blk.78.nextn.enorm.weight (size = 24576 bytes) -- ignoring model has unused tensor blk.78.nextn.hnorm.weight (size = 24576 bytes) -- ignoring model has unused tensor blk.78.nextn.shared_head_norm.weight (size = 24576 bytes) -- ignoring load_tensors: offloading output layer to GPU load_tensors: offloading 78 repeating layers to GPU load_tensors: offloaded 80/80 layers to GPU load_tensors: CPU_Mapped model buffer size = 964.22 MiB load_tensors: CUDA0 model buffer size = 53319.94 MiB load_tensors: CUDA1 model buffer size = 63679.18 MiB load_tensors: CUDA2 model buffer size = 69468.19 MiB load_tensors: CUDA3 model buffer size = 63679.18 MiB load_tensors: CUDA4 model buffer size = 69468.19 MiB load_tensors: CUDA5 model buffer size = 63679.18 MiB load_tensors: CUDA6 model buffer size = 53065.39 MiB .................................................................................................... common_init_result: added <|endoftext|> logit bias = -inf common_init_result: added <|user|> logit bias = -inf common_init_result: added <|observation|> logit bias = -inf llama_context: constructing llama_context llama_context: n_seq_max = 16 llama_context: n_ctx = 8192 llama_context: n_ctx_seq = 512 llama_context: n_batch = 8192 llama_context: n_ubatch = 8192 llama_context: causal_attn = 1 llama_context: flash_attn = enabled llama_context: kv_unified = false llama_context: freq_base = 1000000.0 llama_context: freq_scale = 1 llama_context: n_ctx_seq (512) < n_ctx_train (202752) -- the full capacity of the model will not be utilized llama_context: CUDA_Host output buffer size = 9.45 MiB llama_kv_cache: CUDA0 KV buffer size = 108.00 MiB llama_kv_cache: CUDA1 KV buffer size = 99.00 MiB llama_kv_cache: CUDA2 KV buffer size = 108.00 MiB llama_kv_cache: CUDA3 KV buffer size = 99.00 MiB llama_kv_cache: CUDA4 KV buffer size = 108.00 MiB llama_kv_cache: CUDA5 KV buffer size = 99.00 MiB llama_kv_cache: CUDA6 KV buffer size = 81.00 MiB llama_kv_cache: size = 702.00 MiB ( 512 cells, 78 layers, 16/16 seqs), K (f16): 702.00 MiB, V (f16): 0.00 MiB llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 576 llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 512 llama_context: pipeline parallelism enabled sched_reserve: reserving ... sched_reserve: resolving fused Gated Delta Net support: sched_reserve: fused Gated Delta Net (autoregressive) enabled sched_reserve: fused Gated Delta Net (chunked) enabled sched_reserve: CUDA0 compute buffer size = 4424.38 MiB sched_reserve: CUDA1 compute buffer size = 4576.38 MiB sched_reserve: CUDA2 compute buffer size = 4576.38 MiB sched_reserve: CUDA3 compute buffer size = 4576.38 MiB sched_reserve: CUDA4 compute buffer size = 4576.38 MiB sched_reserve: CUDA5 compute buffer size = 4576.38 MiB sched_reserve: CUDA6 compute buffer size = 6216.50 MiB sched_reserve: CUDA_Host compute buffer size = 448.62 MiB sched_reserve: graph nodes = 6142 sched_reserve: graph splits = 8 sched_reserve: reserve took 112.75 ms, sched copies = 4 common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) system_info: n_threads = 48 (n_threads_batch = 48) / 56 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | PEER_MAX_BATCH_SIZE = 128 | BLACKWELL_NATIVE_FP4 = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX_VNNI = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | AVX512 = 1 | AVX512_VBMI = 1 | AVX512_VNNI = 1 | AVX512_BF16 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 | kl_divergence: computing over 565 chunks, n_ctx=512, batch_size=8192, n_seq=16 kl_divergence: 6.69 seconds per pass - ETA 3.93 minutes chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p 1 1.3479 ± 0.0720 0.00751 ± 0.01802 0.02976 ± 0.00594 8.183 ± 1.158 % 96.471 ± 1.158 % 2 2.0831 ± 0.1563 0.00492 ± 0.01248 0.03440 ± 0.00424 7.305 ± 0.747 % 95.098 ± 0.957 % 3 1.8064 ± 0.1073 0.00522 ± 0.01032 0.02851 ± 0.00324 6.736 ± 0.596 % 96.340 ± 0.679 % 4 1.6012 ± 0.0746 0.00202 ± 0.00879 0.02475 ± 0.00282 6.643 ± 0.625 % 97.059 ± 0.529 % 5 1.5140 ± 0.0590 0.01463 ± 0.00883 0.02861 ± 0.00374 7.713 ± 0.686 % 97.176 ± 0.464 % 6 1.4436 ± 0.0478 0.00924 ± 0.00805 0.02716 ± 0.00324 7.668 ± 0.614 % 97.451 ± 0.403 % 7 1.4223 ± 0.0432 0.01179 ± 0.00733 0.02598 ± 0.00287 7.533 ± 0.562 % 97.535 ± 0.367 % 8 1.3847 ± 0.0376 0.01200 ± 0.00652 0.02477 ± 0.00261 7.341 ± 0.516 % 97.647 ± 0.336 % 9 1.3913 ± 0.0360 0.01937 ± 0.00686 0.02967 ± 0.00296 7.700 ± 0.483 % 97.255 ± 0.341 % 10 1.3636 ± 0.0324 0.01880 ± 0.00633 0.02870 ± 0.00273 7.685 ± 0.460 % 97.333 ± 0.319 % 11 1.3470 ± 0.0299 0.01792 ± 0.00587 0.02789 ± 0.00252 7.556 ± 0.434 % 97.469 ± 0.297 % 12 1.3978 ± 0.0316 0.01834 ± 0.00589 0.02898 ± 0.00237 7.659 ± 0.403 % 97.255 ± 0.295 % 13 1.3940 ± 0.0302 0.01734 ± 0.00563 0.03016 ± 0.00227 7.834 ± 0.386 % 97.134 ± 0.290 % 14 1.4544 ± 0.0320 0.01480 ± 0.00559 0.03081 ± 0.00214 7.806 ± 0.364 % 96.807 ± 0.294 % 15 1.5614 ± 0.0360 0.01419 ± 0.00543 0.03170 ± 0.00203 7.748 ± 0.345 % 96.497 ± 0.297 % 16 1.6680 ± 0.0399 0.01569 ± 0.00528 0.03196 ± 0.00194 7.713 ± 0.330 % 96.324 ± 0.295 % 17 1.7877 ± 0.0451 0.01583 ± 0.00517 0.03248 ± 0.00185 7.655 ± 0.316 % 96.055 ± 0.296 % 18 1.9310 ± 0.0504 0.01563 ± 0.00498 0.03256 ± 0.00176 7.575 ± 0.303 % 95.773 ± 0.297 % 19 1.9253 ± 0.0487 0.01385 ± 0.00485 0.03247 ± 0.00169 7.516 ± 0.292 % 95.831 ± 0.287 % 20 1.9212 ± 0.0470 0.01416 ± 0.00478 0.03376 ± 0.00177 7.689 ± 0.294 % 95.706 ± 0.284 % 21 1.9983 ± 0.0495 0.01320 ± 0.00472 0.03432 ± 0.00171 7.667 ± 0.283 % 95.556 ± 0.282 % 22 2.0132 ± 0.0489 0.01292 ± 0.00456 0.03370 ± 0.00164 7.570 ± 0.275 % 95.597 ± 0.274 % 23 1.9999 ± 0.0475 0.01271 ± 0.00444 0.03345 ± 0.00160 7.512 ± 0.268 % 95.601 ± 0.268 % 24 1.9851 ± 0.0458 0.01294 ± 0.00443 0.03379 ± 0.00158 7.565 ± 0.262 % 95.637 ± 0.261 % 25 1.9764 ± 0.0446 0.01375 ± 0.00433 0.03355 ± 0.00153 7.559 ± 0.253 % 95.624 ± 0.256 % 26 1.9689 ± 0.0434 0.01369 ± 0.00423 0.03312 ± 0.00148 7.490 ± 0.246 % 95.656 ± 0.250 % 27 1.9795 ± 0.0430 0.01277 ± 0.00415 0.03333 ± 0.00144 7.509 ± 0.240 % 95.628 ± 0.246 % 28 2.0084 ± 0.0431 0.01264 ± 0.00404 0.03295 ± 0.00140 7.456 ± 0.234 % 95.574 ± 0.243 % 29 2.0328 ± 0.0432 0.01136 ± 0.00400 0.03336 ± 0.00137 7.468 ± 0.228 % 95.524 ± 0.240 % 30 2.0896 ± 0.0445 0.01038 ± 0.00391 0.03346 ± 0.00134 7.454 ± 0.222 % 95.386 ± 0.240 % 31 2.1433 ± 0.0456 0.00970 ± 0.00384 0.03345 ± 0.00130 7.422 ± 0.217 % 95.294 ± 0.238 % 32 2.1870 ± 0.0462 0.01018 ± 0.00378 0.03369 ± 0.00127 7.397 ± 0.212 % 95.159 ± 0.238 % 33 2.2364 ± 0.0470 0.01007 ± 0.00377 0.03386 ± 0.00124 7.382 ± 0.207 % 95.128 ± 0.235 % 34 2.2673 ± 0.0471 0.00990 ± 0.00371 0.03412 ± 0.00122 7.398 ± 0.202 % 94.960 ± 0.235 % 35 2.3155 ± 0.0478 0.00865 ± 0.00371 0.03432 ± 0.00120 7.406 ± 0.202 % 94.824 ± 0.235 % 36 2.3531 ± 0.0481 0.00820 ± 0.00367 0.03414 ± 0.00117 7.361 ± 0.197 % 94.847 ± 0.231 % 37 2.3826 ± 0.0481 0.00818 ± 0.00359 0.03418 ± 0.00117 7.353 ± 0.195 % 94.807 ± 0.228 % 38 2.4666 ± 0.0506 0.00762 ± 0.00359 0.03449 ± 0.00115 7.337 ± 0.192 % 94.799 ± 0.226 % 39 2.5063 ± 0.0510 0.00820 ± 0.00352 0.03405 ± 0.00113 7.264 ± 0.189 % 94.842 ± 0.222 % 40 2.5496 ± 0.0513 0.00770 ± 0.00346 0.03370 ± 0.00110 7.197 ± 0.186 % 94.804 ± 0.220 % 41 2.6190 ± 0.0525 0.00802 ± 0.00342 0.03347 ± 0.00108 7.132 ± 0.184 % 94.787 ± 0.217 % 42 2.6133 ± 0.0517 0.00827 ± 0.00339 0.03389 ± 0.00107 7.201 ± 0.181 % 94.734 ± 0.216 % 43 2.6311 ± 0.0517 0.00833 ± 0.00333 0.03364 ± 0.00104 7.152 ± 0.179 % 94.738 ± 0.213 % 44 2.6646 ± 0.0519 0.00796 ± 0.00328 0.03356 ± 0.00103 7.120 ± 0.176 % 94.697 ± 0.212 % 45 2.7363 ± 0.0531 0.00753 ± 0.00322 0.03340 ± 0.00100 7.071 ± 0.173 % 94.623 ± 0.211 % 46 2.7898 ± 0.0539 0.00795 ± 0.00319 0.03336 ± 0.00098 7.052 ± 0.171 % 94.578 ± 0.209 % 47 2.7508 ± 0.0523 0.00805 ± 0.00315 0.03315 ± 0.00097 7.049 ± 0.170 % 94.627 ± 0.206 % 48 2.7122 ± 0.0508 0.00837 ± 0.00311 0.03315 ± 0.00096 7.089 ± 0.168 % 94.657 ± 0.203 % 49 2.6835 ± 0.0495 0.00842 ± 0.00308 0.03341 ± 0.00096 7.148 ± 0.166 % 94.670 ± 0.201 % 50 2.6715 ± 0.0487 0.00888 ± 0.00307 0.03394 ± 0.00095 7.256 ± 0.165 % 94.604 ± 0.200 % 51 2.6928 ± 0.0487 0.00988 ± 0.00309 0.03453 ± 0.00094 7.294 ± 0.162 % 94.525 ± 0.199 % 52 2.7245 ± 0.0490 0.01003 ± 0.00305 0.03427 ± 0.00093 7.250 ± 0.160 % 94.548 ± 0.197 % 53 2.7652 ± 0.0496 0.01045 ± 0.00302 0.03435 ± 0.00091 7.238 ± 0.158 % 94.532 ± 0.196 % 54 2.7942 ± 0.0499 0.01036 ± 0.00302 0.03496 ± 0.00092 7.232 ± 0.155 % 94.444 ± 0.195 % 55 2.8229 ± 0.0501 0.01025 ± 0.00299 0.03487 ± 0.00090 7.188 ± 0.154 % 94.410 ± 0.194 % 56 2.8524 ± 0.0503 0.01019 ± 0.00296 0.03479 ± 0.00089 7.170 ± 0.152 % 94.384 ± 0.193 % 57 2.8536 ± 0.0499 0.00902 ± 0.00296 0.03567 ± 0.00093 7.239 ± 0.152 % 94.358 ± 0.191 % 58 2.8762 ± 0.0499 0.00871 ± 0.00293 0.03554 ± 0.00092 7.211 ± 0.150 % 94.361 ± 0.190 % 59 2.8896 ± 0.0498 0.00847 ± 0.00290 0.03559 ± 0.00091 7.219 ± 0.149 % 94.324 ± 0.189 % 60 2.9250 ± 0.0501 0.00752 ± 0.00288 0.03573 ± 0.00094 7.186 ± 0.148 % 94.314 ± 0.187 % 61 2.9604 ± 0.0505 0.00744 ± 0.00285 0.03563 ± 0.00093 7.150 ± 0.146 % 94.285 ± 0.186 % 62 3.0080 ± 0.0513 0.00757 ± 0.00282 0.03545 ± 0.00092 7.117 ± 0.144 % 94.250 ± 0.185 % 63 3.0441 ± 0.0517 0.00734 ± 0.00279 0.03549 ± 0.00090 7.104 ± 0.143 % 94.199 ± 0.184 % 64 3.0740 ± 0.0519 0.00767 ± 0.00277 0.03549 ± 0.00090 7.109 ± 0.144 % 94.179 ± 0.183 % 65 3.0934 ± 0.0519 0.00864 ± 0.00279 0.03544 ± 0.00088 7.086 ± 0.142 % 94.184 ± 0.182 % 66 3.0923 ± 0.0515 0.00926 ± 0.00280 0.03596 ± 0.00089 7.121 ± 0.141 % 94.153 ± 0.181 % 67 3.0641 ± 0.0504 0.00876 ± 0.00279 0.03611 ± 0.00089 7.180 ± 0.141 % 94.170 ± 0.179 % 68 3.0492 ± 0.0497 0.00897 ± 0.00277 0.03637 ± 0.00089 7.217 ± 0.141 % 94.158 ± 0.178 % 69 3.0722 ± 0.0499 0.00939 ± 0.00276 0.03672 ± 0.00088 7.252 ± 0.140 % 94.072 ± 0.178 % 70 3.0591 ± 0.0492 0.00883 ± 0.00275 0.03710 ± 0.00089 7.336 ± 0.142 % 94.078 ± 0.177 % 71 3.0435 ± 0.0486 0.00902 ± 0.00273 0.03720 ± 0.00088 7.351 ± 0.140 % 94.118 ± 0.175 % 72 3.0425 ± 0.0483 0.00957 ± 0.00271 0.03719 ± 0.00087 7.337 ± 0.139 % 94.118 ± 0.174 % 73 3.0465 ± 0.0480 0.00941 ± 0.00269 0.03724 ± 0.00087 7.335 ± 0.138 % 94.107 ± 0.173 % 74 3.0717 ± 0.0482 0.00936 ± 0.00266 0.03715 ± 0.00086 7.311 ± 0.136 % 94.091 ± 0.172 % 75 3.0740 ± 0.0480 0.00931 ± 0.00263 0.03706 ± 0.00085 7.294 ± 0.135 % 94.092 ± 0.170 % 76 3.0381 ± 0.0470 0.00947 ± 0.00261 0.03668 ± 0.00084 7.256 ± 0.134 % 94.159 ± 0.168 % 77 3.0039 ± 0.0460 0.00928 ± 0.00261 0.03652 ± 0.00083 7.257 ± 0.134 % 94.204 ± 0.167 % 78 2.9711 ± 0.0451 0.00949 ± 0.00258 0.03650 ± 0.00083 7.284 ± 0.133 % 94.228 ± 0.165 % 79 2.9440 ± 0.0442 0.00984 ± 0.00257 0.03648 ± 0.00082 7.308 ± 0.132 % 94.247 ± 0.164 % 80 2.9169 ± 0.0434 0.00967 ± 0.00255 0.03658 ± 0.00082 7.335 ± 0.131 % 94.284 ± 0.163 % 81 2.8931 ± 0.0426 0.00919 ± 0.00253 0.03652 ± 0.00081 7.336 ± 0.130 % 94.321 ± 0.161 % 82 2.8795 ± 0.0421 0.00906 ± 0.00252 0.03672 ± 0.00081 7.358 ± 0.129 % 94.342 ± 0.160 % 83 2.8804 ± 0.0419 0.00843 ± 0.00252 0.03686 ± 0.00081 7.374 ± 0.128 % 94.311 ± 0.159 % 84 2.8557 ± 0.0412 0.00882 ± 0.00250 0.03690 ± 0.00080 7.382 ± 0.127 % 94.337 ± 0.158 % 85 2.8445 ± 0.0407 0.00924 ± 0.00251 0.03739 ± 0.00081 7.465 ± 0.128 % 94.321 ± 0.157 % 86 2.8386 ± 0.0404 0.00916 ± 0.00251 0.03770 ± 0.00081 7.533 ± 0.129 % 94.332 ± 0.156 % 87 2.8273 ± 0.0400 0.00931 ± 0.00250 0.03811 ± 0.00081 7.591 ± 0.128 % 94.343 ± 0.155 % 88 2.8123 ± 0.0394 0.00957 ± 0.00249 0.03861 ± 0.00082 7.678 ± 0.129 % 94.332 ± 0.154 % 89 2.7927 ± 0.0389 0.01022 ± 0.00249 0.03880 ± 0.00082 7.716 ± 0.129 % 94.338 ± 0.153 % 90 2.7792 ± 0.0383 0.00974 ± 0.00248 0.03904 ± 0.00082 7.748 ± 0.128 % 94.322 ± 0.153 % 91 2.7589 ± 0.0377 0.00938 ± 0.00247 0.03917 ± 0.00081 7.792 ± 0.128 % 94.342 ± 0.152 % 92 2.7380 ± 0.0371 0.00970 ± 0.00246 0.03942 ± 0.00081 7.831 ± 0.127 % 94.348 ± 0.151 % 93 2.7302 ± 0.0367 0.00972 ± 0.00246 0.03957 ± 0.00081 7.848 ± 0.126 % 94.350 ± 0.150 % 94 2.7156 ± 0.0362 0.00996 ± 0.00246 0.03990 ± 0.00081 7.899 ± 0.125 % 94.355 ± 0.149 % 95 2.6978 ± 0.0357 0.00972 ± 0.00246 0.04002 ± 0.00080 7.913 ± 0.125 % 94.369 ± 0.148 % 96 2.6925 ± 0.0354 0.01026 ± 0.00246 0.04042 ± 0.00080 7.947 ± 0.124 % 94.367 ± 0.147 % 97 2.7032 ± 0.0355 0.01109 ± 0.00246 0.04070 ± 0.00080 7.965 ± 0.123 % 94.300 ± 0.147 % 98 2.6964 ± 0.0352 0.01136 ± 0.00244 0.04076 ± 0.00079 7.974 ± 0.122 % 94.310 ± 0.147 % 99 2.6808 ± 0.0347 0.01150 ± 0.00244 0.04081 ± 0.00079 8.000 ± 0.121 % 94.324 ± 0.146 % 100 2.6611 ± 0.0342 0.01179 ± 0.00242 0.04061 ± 0.00078 7.988 ± 0.121 % 94.365 ± 0.144 % 101 2.6725 ± 0.0343 0.01189 ± 0.00240 0.04057 ± 0.00078 7.971 ± 0.120 % 94.362 ± 0.144 % 102 2.6546 ± 0.0338 0.01184 ± 0.00239 0.04079 ± 0.00078 8.017 ± 0.119 % 94.364 ± 0.143 % 103 2.6446 ± 0.0334 0.01205 ± 0.00239 0.04122 ± 0.00078 8.087 ± 0.119 % 94.338 ± 0.143 % 104 2.6377 ± 0.0331 0.01204 ± 0.00239 0.04161 ± 0.00079 8.129 ± 0.119 % 94.329 ± 0.142 % 105 2.6496 ± 0.0332 0.01238 ± 0.00238 0.04182 ± 0.00078 8.126 ± 0.118 % 94.297 ± 0.142 % 106 2.6740 ± 0.0335 0.01206 ± 0.00238 0.04189 ± 0.00078 8.113 ± 0.118 % 94.269 ± 0.141 % 107 2.7239 ± 0.0343 0.01190 ± 0.00236 0.04194 ± 0.00078 8.089 ± 0.117 % 94.235 ± 0.141 % 108 2.7341 ± 0.0344 0.01166 ± 0.00235 0.04183 ± 0.00077 8.074 ± 0.116 % 94.230 ± 0.141 % 109 2.7458 ± 0.0345 0.01151 ± 0.00234 0.04180 ± 0.00077 8.056 ± 0.116 % 94.222 ± 0.140 % 110 2.7809 ± 0.0349 0.01114 ± 0.00232 0.04167 ± 0.00076 8.027 ± 0.115 % 94.217 ± 0.139 % 111 2.8049 ± 0.0352 0.01109 ± 0.00231 0.04163 ± 0.00075 8.008 ± 0.114 % 94.195 ± 0.139 % 112 2.7830 ± 0.0347 0.01096 ± 0.00229 0.04134 ± 0.00075 7.983 ± 0.114 % 94.240 ± 0.138 % 113 2.7703 ± 0.0343 0.01133 ± 0.00229 0.04132 ± 0.00075 7.977 ± 0.113 % 94.256 ± 0.137 % 114 2.7722 ± 0.0342 0.01134 ± 0.00227 0.04141 ± 0.00074 7.984 ± 0.113 % 94.241 ± 0.137 % 115 2.7700 ± 0.0340 0.01132 ± 0.00226 0.04132 ± 0.00074 7.983 ± 0.113 % 94.251 ± 0.136 % 116 2.7727 ± 0.0338 0.01137 ± 0.00225 0.04132 ± 0.00073 7.975 ± 0.112 % 94.222 ± 0.136 % 117 2.7741 ± 0.0337 0.01129 ± 0.00224 0.04117 ± 0.00073 7.958 ± 0.111 % 94.232 ± 0.135 % 118 2.7791 ± 0.0336 0.01135 ± 0.00223 0.04111 ± 0.00072 7.949 ± 0.111 % 94.227 ± 0.134 % 119 2.7838 ± 0.0336 0.01102 ± 0.00222 0.04095 ± 0.00072 7.934 ± 0.110 % 94.236 ± 0.134 % 120 2.7817 ± 0.0334 0.01088 ± 0.00221 0.04090 ± 0.00071 7.927 ± 0.110 % 94.235 ± 0.133 % 121 2.7740 ± 0.0332 0.01099 ± 0.00221 0.04110 ± 0.00072 7.964 ± 0.109 % 94.221 ± 0.133 % 122 2.7761 ± 0.0330 0.01061 ± 0.00220 0.04120 ± 0.00072 7.978 ± 0.110 % 94.204 ± 0.132 % 123 2.7629 ± 0.0327 0.01071 ± 0.00219 0.04103 ± 0.00072 7.964 ± 0.110 % 94.229 ± 0.132 % 124 2.7626 ± 0.0326 0.01071 ± 0.00218 0.04087 ± 0.00071 7.948 ± 0.109 % 94.257 ± 0.131 % 125 2.7635 ± 0.0324 0.01054 ± 0.00217 0.04078 ± 0.00071 7.937 ± 0.108 % 94.265 ± 0.130 % 126 2.7635 ± 0.0323 0.01056 ± 0.00216 0.04070 ± 0.00070 7.920 ± 0.108 % 94.267 ± 0.130 % 127 2.7625 ± 0.0322 0.01038 ± 0.00215 0.04066 ± 0.00070 7.920 ± 0.107 % 94.278 ± 0.129 % 128 2.7779 ± 0.0323 0.01058 ± 0.00214 0.04067 ± 0.00070 7.920 ± 0.107 % 94.262 ± 0.129 % 129 2.7844 ± 0.0323 0.01044 ± 0.00213 0.04067 ± 0.00069 7.913 ± 0.106 % 94.230 ± 0.129 % 130 2.7871 ± 0.0322 0.01108 ± 0.00213 0.04078 ± 0.00069 7.909 ± 0.106 % 94.226 ± 0.128 % 131 2.8000 ± 0.0322 0.01118 ± 0.00211 0.04071 ± 0.00068 7.893 ± 0.105 % 94.207 ± 0.128 % 132 2.8022 ± 0.0322 0.01105 ± 0.00211 0.04084 ± 0.00068 7.894 ± 0.104 % 94.216 ± 0.127 % 133 2.7998 ± 0.0320 0.01103 ± 0.00210 0.04076 ± 0.00068 7.877 ± 0.104 % 94.236 ± 0.127 % 134 2.8141 ± 0.0322 0.01106 ± 0.00209 0.04063 ± 0.00067 7.865 ± 0.104 % 94.220 ± 0.126 % 135 2.8323 ± 0.0324 0.01075 ± 0.00208 0.04058 ± 0.00067 7.848 ± 0.103 % 94.225 ± 0.126 % 136 2.8255 ± 0.0321 0.01079 ± 0.00208 0.04063 ± 0.00067 7.860 ± 0.103 % 94.227 ± 0.125 % 137 2.8219 ± 0.0320 0.01072 ± 0.00207 0.04069 ± 0.00066 7.871 ± 0.102 % 94.218 ± 0.125 % 138 2.8195 ± 0.0318 0.01080 ± 0.00206 0.04077 ± 0.00066 7.890 ± 0.102 % 94.220 ± 0.124 % 139 2.8067 ± 0.0315 0.01074 ± 0.00205 0.04068 ± 0.00066 7.880 ± 0.102 % 94.245 ± 0.124 % 140 2.8205 ± 0.0316 0.01077 ± 0.00204 0.04059 ± 0.00066 7.865 ± 0.101 % 94.230 ± 0.123 % 141 2.8215 ± 0.0315 0.01069 ± 0.00203 0.04049 ± 0.00065 7.853 ± 0.101 % 94.240 ± 0.123 % 142 2.8157 ± 0.0313 0.01090 ± 0.00203 0.04062 ± 0.00065 7.876 ± 0.101 % 94.231 ± 0.123 % 143 2.8142 ± 0.0312 0.01076 ± 0.00202 0.04048 ± 0.00065 7.860 ± 0.101 % 94.241 ± 0.122 % 144 2.8152 ± 0.0310 0.01076 ± 0.00201 0.04040 ± 0.00064 7.858 ± 0.100 % 94.240 ± 0.122 % 145 2.8143 ± 0.0309 0.01078 ± 0.00200 0.04029 ± 0.00064 7.843 ± 0.100 % 94.247 ± 0.121 % 146 2.8086 ± 0.0307 0.01070 ± 0.00198 0.04012 ± 0.00064 7.825 ± 0.100 % 94.268 ± 0.120 % 147 2.7953 ± 0.0304 0.01095 ± 0.00198 0.04006 ± 0.00063 7.827 ± 0.099 % 94.286 ± 0.120 % 148 2.7904 ± 0.0303 0.01114 ± 0.00197 0.04011 ± 0.00063 7.840 ± 0.099 % 94.271 ± 0.120 % 149 2.7859 ± 0.0301 0.01117 ± 0.00196 0.04002 ± 0.00063 7.832 ± 0.098 % 94.270 ± 0.119 % 150 2.7830 ± 0.0299 0.01120 ± 0.00196 0.04001 ± 0.00063 7.831 ± 0.098 % 94.267 ± 0.119 % 151 2.7753 ± 0.0297 0.01127 ± 0.00195 0.03994 ± 0.00062 7.831 ± 0.097 % 94.281 ± 0.118 % 152 2.7740 ± 0.0295 0.01109 ± 0.00194 0.03983 ± 0.00062 7.820 ± 0.097 % 94.298 ± 0.118 % 153 2.7775 ± 0.0295 0.01085 ± 0.00193 0.03969 ± 0.00062 7.804 ± 0.097 % 94.325 ± 0.117 % 154 2.7765 ± 0.0293 0.01089 ± 0.00192 0.03957 ± 0.00061 7.793 ± 0.096 % 94.339 ± 0.117 % 155 2.7761 ± 0.0292 0.01093 ± 0.00191 0.03948 ± 0.00061 7.788 ± 0.096 % 94.340 ± 0.116 % 156 2.7790 ± 0.0292 0.01073 ± 0.00191 0.03932 ± 0.00061 7.770 ± 0.096 % 94.344 ± 0.116 % 157 2.7816 ± 0.0291 0.01061 ± 0.00190 0.03925 ± 0.00060 7.760 ± 0.095 % 94.347 ± 0.115 % 158 2.7831 ± 0.0290 0.01047 ± 0.00189 0.03913 ± 0.00060 7.747 ± 0.095 % 94.341 ± 0.115 % 159 2.7933 ± 0.0291 0.01053 ± 0.00188 0.03902 ± 0.00060 7.731 ± 0.094 % 94.332 ± 0.115 % 160 2.8027 ± 0.0291 0.01036 ± 0.00187 0.03893 ± 0.00059 7.714 ± 0.094 % 94.333 ± 0.114 % 161 2.8088 ± 0.0291 0.01027 ± 0.00186 0.03887 ± 0.00059 7.701 ± 0.094 % 94.317 ± 0.114 % 162 2.8013 ± 0.0289 0.01045 ± 0.00186 0.03909 ± 0.00059 7.730 ± 0.094 % 94.314 ± 0.114 % 163 2.7915 ± 0.0286 0.01060 ± 0.00186 0.03920 ± 0.00059 7.747 ± 0.093 % 94.322 ± 0.114 % 164 2.7955 ± 0.0286 0.01043 ± 0.00185 0.03923 ± 0.00059 7.741 ± 0.093 % 94.328 ± 0.113 % 165 2.7867 ± 0.0284 0.01051 ± 0.00185 0.03938 ± 0.00059 7.763 ± 0.093 % 94.346 ± 0.113 % 166 2.7826 ± 0.0282 0.01088 ± 0.00185 0.03980 ± 0.00059 7.795 ± 0.092 % 94.311 ± 0.113 % 167 2.7951 ± 0.0283 0.01070 ± 0.00184 0.04003 ± 0.00060 7.803 ± 0.093 % 94.275 ± 0.113 % 168 2.7963 ± 0.0283 0.01098 ± 0.00184 0.04000 ± 0.00060 7.797 ± 0.092 % 94.276 ± 0.112 % 169 2.8189 ± 0.0285 0.01068 ± 0.00183 0.04001 ± 0.00059 7.788 ± 0.092 % 94.252 ± 0.112 % 170 2.8355 ± 0.0287 0.01056 ± 0.00183 0.03997 ± 0.00059 7.777 ± 0.092 % 94.240 ± 0.112 % 171 2.8465 ± 0.0287 0.01052 ± 0.00182 0.03991 ± 0.00059 7.765 ± 0.091 % 94.225 ± 0.112 % 172 2.8641 ± 0.0289 0.01032 ± 0.00182 0.04000 ± 0.00059 7.757 ± 0.091 % 94.184 ± 0.112 % 173 2.8545 ± 0.0287 0.01027 ± 0.00181 0.03986 ± 0.00058 7.746 ± 0.091 % 94.206 ± 0.111 % 174 2.8414 ± 0.0284 0.01018 ± 0.00180 0.03977 ± 0.00058 7.747 ± 0.091 % 94.224 ± 0.111 % 175 2.8280 ± 0.0282 0.01023 ± 0.00179 0.03963 ± 0.00058 7.736 ± 0.090 % 94.250 ± 0.110 % 176 2.8164 ± 0.0279 0.01025 ± 0.00179 0.03965 ± 0.00058 7.753 ± 0.090 % 94.265 ± 0.110 % 177 2.8026 ± 0.0276 0.01029 ± 0.00178 0.03951 ± 0.00058 7.740 ± 0.090 % 94.293 ± 0.109 % 178 2.7883 ± 0.0274 0.01008 ± 0.00177 0.03943 ± 0.00057 7.743 ± 0.090 % 94.316 ± 0.109 % 179 2.7778 ± 0.0272 0.01035 ± 0.00177 0.03941 ± 0.00057 7.750 ± 0.090 % 94.335 ± 0.108 % 180 2.7653 ± 0.0269 0.01029 ± 0.00176 0.03930 ± 0.00057 7.743 ± 0.090 % 94.353 ± 0.108 % 181 2.7606 ± 0.0268 0.01076 ± 0.00177 0.03935 ± 0.00057 7.746 ± 0.090 % 94.347 ± 0.107 % 182 2.7754 ± 0.0270 0.01073 ± 0.00176 0.03928 ± 0.00057 7.731 ± 0.089 % 94.353 ± 0.107 % 183 2.7926 ± 0.0272 0.01050 ± 0.00176 0.03923 ± 0.00057 7.722 ± 0.089 % 94.347 ± 0.107 % 184 2.8171 ± 0.0275 0.01052 ± 0.00176 0.03924 ± 0.00056 7.712 ± 0.089 % 94.333 ± 0.107 % 185 2.8341 ± 0.0276 0.01035 ± 0.00175 0.03915 ± 0.00056 7.698 ± 0.088 % 94.323 ± 0.107 % 186 2.8440 ± 0.0277 0.01030 ± 0.00174 0.03906 ± 0.00056 7.682 ± 0.088 % 94.328 ± 0.106 % 187 2.8639 ± 0.0279 0.01036 ± 0.00174 0.03902 ± 0.00055 7.667 ± 0.088 % 94.321 ± 0.106 % 188 2.8886 ± 0.0282 0.01044 ± 0.00174 0.03897 ± 0.00055 7.653 ± 0.088 % 94.310 ± 0.106 % 189 2.9103 ± 0.0284 0.01041 ± 0.00173 0.03890 ± 0.00055 7.636 ± 0.087 % 94.273 ± 0.106 % 190 2.9263 ± 0.0286 0.01018 ± 0.00172 0.03890 ± 0.00055 7.622 ± 0.087 % 94.266 ± 0.106 % 191 2.9410 ± 0.0287 0.01006 ± 0.00172 0.03886 ± 0.00054 7.610 ± 0.087 % 94.253 ± 0.105 % 192 2.9497 ± 0.0287 0.00999 ± 0.00171 0.03876 ± 0.00054 7.595 ± 0.086 % 94.252 ± 0.105 % 193 2.9571 ± 0.0288 0.01007 ± 0.00171 0.03867 ± 0.00054 7.583 ± 0.086 % 94.250 ± 0.105 % 194 2.9612 ± 0.0288 0.01032 ± 0.00170 0.03865 ± 0.00054 7.579 ± 0.086 % 94.251 ± 0.105 % 195 2.9591 ± 0.0287 0.01036 ± 0.00170 0.03856 ± 0.00053 7.572 ± 0.086 % 94.258 ± 0.104 % 196 2.9630 ± 0.0286 0.01052 ± 0.00169 0.03864 ± 0.00053 7.574 ± 0.085 % 94.244 ± 0.104 % 197 2.9761 ± 0.0288 0.01033 ± 0.00169 0.03866 ± 0.00053 7.573 ± 0.085 % 94.235 ± 0.104 % 198 2.9902 ± 0.0289 0.01025 ± 0.00168 0.03858 ± 0.00053 7.560 ± 0.085 % 94.231 ± 0.104 % 199 2.9901 ± 0.0288 0.01030 ± 0.00167 0.03854 ± 0.00053 7.555 ± 0.085 % 94.224 ± 0.104 % 200 2.9963 ± 0.0288 0.01029 ± 0.00167 0.03852 ± 0.00052 7.547 ± 0.084 % 94.216 ± 0.103 % 201 2.9985 ± 0.0287 0.01027 ± 0.00166 0.03842 ± 0.00052 7.535 ± 0.084 % 94.219 ± 0.103 % 202 3.0022 ± 0.0287 0.01038 ± 0.00166 0.03840 ± 0.00052 7.527 ± 0.084 % 94.211 ± 0.103 % 203 3.0008 ± 0.0286 0.01041 ± 0.00165 0.03844 ± 0.00052 7.535 ± 0.084 % 94.214 ± 0.103 % 204 3.0096 ± 0.0287 0.01035 ± 0.00165 0.03837 ± 0.00052 7.523 ± 0.083 % 94.214 ± 0.102 % 205 3.0175 ± 0.0287 0.01028 ± 0.00164 0.03828 ± 0.00052 7.510 ± 0.083 % 94.213 ± 0.102 % 206 3.0238 ± 0.0287 0.01024 ± 0.00163 0.03819 ± 0.00051 7.499 ± 0.083 % 94.207 ± 0.102 % 207 3.0301 ± 0.0287 0.01028 ± 0.00163 0.03810 ± 0.00051 7.486 ± 0.083 % 94.207 ± 0.102 % 208 3.0303 ± 0.0286 0.01014 ± 0.00162 0.03812 ± 0.00051 7.484 ± 0.082 % 94.206 ± 0.101 % 209 3.0323 ± 0.0286 0.01010 ± 0.00162 0.03801 ± 0.00051 7.469 ± 0.082 % 94.215 ± 0.101 % 210 3.0295 ± 0.0285 0.01033 ± 0.00162 0.03805 ± 0.00050 7.474 ± 0.082 % 94.213 ± 0.101 % 211 3.0334 ± 0.0284 0.01027 ± 0.00161 0.03799 ± 0.00050 7.462 ± 0.082 % 94.212 ± 0.101 % 212 3.0352 ± 0.0284 0.01038 ± 0.00161 0.03792 ± 0.00050 7.452 ± 0.081 % 94.212 ± 0.100 % 213 3.0387 ± 0.0283 0.01036 ± 0.00160 0.03787 ± 0.00050 7.442 ± 0.081 % 94.212 ± 0.100 % 214 3.0442 ± 0.0283 0.01042 ± 0.00160 0.03784 ± 0.00050 7.437 ± 0.081 % 94.211 ± 0.100 % 215 3.0477 ± 0.0283 0.01058 ± 0.00159 0.03783 ± 0.00049 7.435 ± 0.081 % 94.207 ± 0.100 % 216 3.0529 ± 0.0283 0.01055 ± 0.00159 0.03782 ± 0.00049 7.429 ± 0.080 % 94.201 ± 0.100 % 217 3.0571 ± 0.0283 0.01060 ± 0.00159 0.03776 ± 0.00049 7.421 ± 0.080 % 94.190 ± 0.099 % 218 3.0656 ± 0.0283 0.01067 ± 0.00158 0.03776 ± 0.00049 7.420 ± 0.080 % 94.188 ± 0.099 % 219 3.0606 ± 0.0282 0.01076 ± 0.00158 0.03773 ± 0.00049 7.418 ± 0.080 % 94.187 ± 0.099 % 220 3.0593 ± 0.0281 0.01069 ± 0.00157 0.03765 ± 0.00049 7.408 ± 0.080 % 94.184 ± 0.099 % 221 3.0574 ± 0.0280 0.01076 ± 0.00157 0.03761 ± 0.00048 7.404 ± 0.079 % 94.185 ± 0.099 % 222 3.0597 ± 0.0280 0.01106 ± 0.00157 0.03754 ± 0.00048 7.394 ± 0.079 % 94.190 ± 0.098 % 223 3.0593 ± 0.0279 0.01108 ± 0.00156 0.03748 ± 0.00048 7.386 ± 0.079 % 94.195 ± 0.098 % 224 3.0657 ± 0.0280 0.01119 ± 0.00156 0.03742 ± 0.00048 7.378 ± 0.079 % 94.184 ± 0.098 % 225 3.0676 ± 0.0279 0.01116 ± 0.00155 0.03739 ± 0.00048 7.374 ± 0.078 % 94.187 ± 0.098 % 226 3.0741 ± 0.0279 0.01105 ± 0.00155 0.03731 ± 0.00048 7.362 ± 0.078 % 94.187 ± 0.097 % 227 3.0712 ± 0.0278 0.01104 ± 0.00154 0.03725 ± 0.00047 7.355 ± 0.078 % 94.192 ± 0.097 % 228 3.0704 ± 0.0278 0.01114 ± 0.00154 0.03720 ± 0.00047 7.354 ± 0.078 % 94.192 ± 0.097 % 229 3.0623 ± 0.0276 0.01122 ± 0.00154 0.03730 ± 0.00047 7.379 ± 0.078 % 94.196 ± 0.097 % 230 3.0545 ± 0.0274 0.01143 ± 0.00154 0.03739 ± 0.00047 7.389 ± 0.078 % 94.194 ± 0.097 % 231 3.0508 ± 0.0273 0.01139 ± 0.00154 0.03750 ± 0.00047 7.407 ± 0.078 % 94.192 ± 0.096 % 232 3.0519 ± 0.0273 0.01129 ± 0.00154 0.03766 ± 0.00047 7.425 ± 0.078 % 94.177 ± 0.096 % 233 3.0516 ± 0.0272 0.01144 ± 0.00154 0.03779 ± 0.00048 7.443 ± 0.078 % 94.166 ± 0.096 % 234 3.0448 ± 0.0271 0.01145 ± 0.00153 0.03784 ± 0.00048 7.447 ± 0.078 % 94.173 ± 0.096 % 235 3.0349 ± 0.0269 0.01156 ± 0.00153 0.03779 ± 0.00048 7.445 ± 0.077 % 94.184 ± 0.096 % 236 3.0282 ± 0.0268 0.01167 ± 0.00153 0.03788 ± 0.00048 7.463 ± 0.077 % 94.187 ± 0.095 % 237 3.0197 ± 0.0266 0.01148 ± 0.00153 0.03798 ± 0.00048 7.482 ± 0.077 % 94.184 ± 0.095 % 238 3.0225 ± 0.0266 0.01149 ± 0.00152 0.03801 ± 0.00048 7.481 ± 0.077 % 94.184 ± 0.095 % 239 3.0369 ± 0.0267 0.01147 ± 0.00152 0.03797 ± 0.00047 7.471 ± 0.077 % 94.175 ± 0.095 % 240 3.0520 ± 0.0268 0.01146 ± 0.00152 0.03801 ± 0.00047 7.463 ± 0.077 % 94.154 ± 0.095 % 241 3.0643 ± 0.0269 0.01132 ± 0.00151 0.03794 ± 0.00047 7.452 ± 0.077 % 94.153 ± 0.095 % 242 3.0743 ± 0.0270 0.01123 ± 0.00151 0.03788 ± 0.00047 7.441 ± 0.076 % 94.145 ± 0.095 % 243 3.0868 ± 0.0271 0.01124 ± 0.00150 0.03784 ± 0.00047 7.432 ± 0.076 % 94.139 ± 0.094 % 244 3.0998 ± 0.0272 0.01123 ± 0.00150 0.03777 ± 0.00047 7.419 ± 0.076 % 94.134 ± 0.094 % 245 3.1141 ± 0.0273 0.01131 ± 0.00149 0.03776 ± 0.00046 7.415 ± 0.076 % 94.132 ± 0.094 % 246 3.1254 ± 0.0274 0.01130 ± 0.00149 0.03774 ± 0.00046 7.408 ± 0.076 % 94.116 ± 0.094 % 247 3.1396 ± 0.0275 0.01141 ± 0.00149 0.03772 ± 0.00046 7.400 ± 0.075 % 94.107 ± 0.094 % 248 3.1508 ± 0.0276 0.01125 ± 0.00148 0.03771 ± 0.00046 7.392 ± 0.075 % 94.110 ± 0.094 % 249 3.1520 ± 0.0276 0.01108 ± 0.00148 0.03767 ± 0.00046 7.384 ± 0.075 % 94.114 ± 0.093 % 250 3.1533 ± 0.0276 0.01121 ± 0.00148 0.03768 ± 0.00046 7.384 ± 0.075 % 94.113 ± 0.093 % 251 3.1413 ± 0.0274 0.01116 ± 0.00147 0.03758 ± 0.00046 7.377 ± 0.075 % 94.132 ± 0.093 % 252 3.1319 ± 0.0272 0.01116 ± 0.00147 0.03751 ± 0.00045 7.372 ± 0.074 % 94.146 ± 0.093 % 253 3.1240 ± 0.0270 0.01112 ± 0.00147 0.03743 ± 0.00045 7.364 ± 0.074 % 94.159 ± 0.092 % 254 3.1213 ± 0.0270 0.01124 ± 0.00146 0.03750 ± 0.00045 7.382 ± 0.075 % 94.152 ± 0.092 % 255 3.1231 ± 0.0269 0.01125 ± 0.00146 0.03745 ± 0.00045 7.377 ± 0.074 % 94.159 ± 0.092 % 256 3.1227 ± 0.0269 0.01129 ± 0.00146 0.03748 ± 0.00045 7.380 ± 0.074 % 94.159 ± 0.092 % 257 3.1176 ± 0.0267 0.01125 ± 0.00145 0.03753 ± 0.00045 7.389 ± 0.074 % 94.160 ± 0.092 % 258 3.1153 ± 0.0267 0.01122 ± 0.00145 0.03751 ± 0.00045 7.382 ± 0.074 % 94.165 ± 0.091 % 259 3.1048 ± 0.0265 0.01108 ± 0.00145 0.03745 ± 0.00045 7.381 ± 0.074 % 94.178 ± 0.091 % 260 3.0993 ± 0.0264 0.01108 ± 0.00144 0.03742 ± 0.00045 7.378 ± 0.073 % 94.187 ± 0.091 % 261 3.0923 ± 0.0263 0.01110 ± 0.00144 0.03743 ± 0.00045 7.389 ± 0.073 % 94.191 ± 0.091 % 262 3.0869 ± 0.0261 0.01125 ± 0.00144 0.03745 ± 0.00045 7.385 ± 0.073 % 94.197 ± 0.090 % 263 3.0798 ± 0.0260 0.01118 ± 0.00143 0.03742 ± 0.00044 7.385 ± 0.073 % 94.200 ± 0.090 % 264 3.0758 ± 0.0259 0.01123 ± 0.00143 0.03737 ± 0.00044 7.381 ± 0.073 % 94.207 ± 0.090 % 265 3.0711 ± 0.0258 0.01113 ± 0.00143 0.03743 ± 0.00044 7.389 ± 0.073 % 94.209 ± 0.090 % 266 3.0680 ± 0.0257 0.01108 ± 0.00142 0.03746 ± 0.00044 7.398 ± 0.073 % 94.213 ± 0.090 % 267 3.0608 ± 0.0256 0.01116 ± 0.00142 0.03747 ± 0.00044 7.402 ± 0.073 % 94.223 ± 0.089 % 268 3.0542 ± 0.0255 0.01111 ± 0.00142 0.03746 ± 0.00044 7.407 ± 0.073 % 94.230 ± 0.089 % 269 3.0500 ± 0.0254 0.01109 ± 0.00141 0.03742 ± 0.00044 7.404 ± 0.072 % 94.240 ± 0.089 % 270 3.0483 ± 0.0253 0.01111 ± 0.00141 0.03748 ± 0.00044 7.410 ± 0.072 % 94.237 ± 0.089 % 271 3.0454 ± 0.0252 0.01110 ± 0.00141 0.03745 ± 0.00044 7.409 ± 0.072 % 94.233 ± 0.089 % 272 3.0399 ± 0.0251 0.01100 ± 0.00140 0.03738 ± 0.00044 7.402 ± 0.072 % 94.243 ± 0.088 % 273 3.0380 ± 0.0250 0.01091 ± 0.00140 0.03740 ± 0.00044 7.404 ± 0.072 % 94.243 ± 0.088 % 274 3.0297 ± 0.0249 0.01084 ± 0.00140 0.03737 ± 0.00044 7.405 ± 0.072 % 94.246 ± 0.088 % 275 3.0219 ± 0.0248 0.01082 ± 0.00139 0.03739 ± 0.00044 7.404 ± 0.071 % 94.255 ± 0.088 % 276 3.0116 ± 0.0246 0.01087 ± 0.00139 0.03741 ± 0.00044 7.412 ± 0.072 % 94.270 ± 0.088 % 277 3.0035 ± 0.0245 0.01089 ± 0.00139 0.03743 ± 0.00044 7.420 ± 0.072 % 94.282 ± 0.087 % 278 2.9941 ± 0.0243 0.01086 ± 0.00139 0.03734 ± 0.00044 7.417 ± 0.072 % 94.295 ± 0.087 % 279 2.9954 ± 0.0243 0.01095 ± 0.00138 0.03731 ± 0.00044 7.415 ± 0.072 % 94.291 ± 0.087 % 280 2.9985 ± 0.0243 0.01106 ± 0.00138 0.03735 ± 0.00044 7.415 ± 0.072 % 94.282 ± 0.087 % 281 3.0021 ± 0.0243 0.01111 ± 0.00138 0.03731 ± 0.00044 7.408 ± 0.072 % 94.280 ± 0.087 % 282 3.0071 ± 0.0243 0.01101 ± 0.00137 0.03741 ± 0.00044 7.412 ± 0.071 % 94.251 ± 0.087 % 283 3.0123 ± 0.0243 0.01104 ± 0.00137 0.03738 ± 0.00044 7.404 ± 0.071 % 94.247 ± 0.087 % 284 3.0141 ± 0.0243 0.01095 ± 0.00137 0.03745 ± 0.00044 7.414 ± 0.071 % 94.229 ± 0.087 % 285 3.0165 ± 0.0242 0.01104 ± 0.00137 0.03748 ± 0.00044 7.417 ± 0.071 % 94.218 ± 0.087 % 286 3.0231 ± 0.0243 0.01090 ± 0.00136 0.03751 ± 0.00043 7.416 ± 0.071 % 94.211 ± 0.086 % 287 3.0340 ± 0.0243 0.01085 ± 0.00136 0.03749 ± 0.00043 7.408 ± 0.071 % 94.194 ± 0.086 % 288 3.0353 ± 0.0243 0.01088 ± 0.00136 0.03746 ± 0.00043 7.403 ± 0.070 % 94.193 ± 0.086 % 289 3.0370 ± 0.0243 0.01079 ± 0.00136 0.03741 ± 0.00043 7.396 ± 0.070 % 94.188 ± 0.086 % 290 3.0405 ± 0.0243 0.01066 ± 0.00135 0.03736 ± 0.00043 7.389 ± 0.070 % 94.185 ± 0.086 % 291 3.0436 ± 0.0242 0.01068 ± 0.00135 0.03729 ± 0.00043 7.380 ± 0.070 % 94.190 ± 0.086 % 292 3.0387 ± 0.0242 0.01060 ± 0.00135 0.03723 ± 0.00043 7.372 ± 0.070 % 94.197 ± 0.086 % 293 3.0301 ± 0.0240 0.01064 ± 0.00134 0.03722 ± 0.00043 7.375 ± 0.070 % 94.210 ± 0.085 % 294 3.0248 ± 0.0239 0.01082 ± 0.00134 0.03728 ± 0.00042 7.387 ± 0.069 % 94.207 ± 0.085 % 295 3.0244 ± 0.0239 0.01100 ± 0.00134 0.03735 ± 0.00042 7.394 ± 0.069 % 94.201 ± 0.085 % 296 3.0188 ± 0.0238 0.01108 ± 0.00134 0.03737 ± 0.00042 7.403 ± 0.069 % 94.204 ± 0.085 % 297 3.0149 ± 0.0237 0.01109 ± 0.00134 0.03739 ± 0.00042 7.404 ± 0.069 % 94.206 ± 0.085 % 298 3.0116 ± 0.0236 0.01122 ± 0.00134 0.03744 ± 0.00042 7.414 ± 0.069 % 94.202 ± 0.085 % 299 3.0076 ± 0.0235 0.01121 ± 0.00134 0.03750 ± 0.00042 7.424 ± 0.069 % 94.199 ± 0.085 % 300 3.0071 ± 0.0235 0.01142 ± 0.00133 0.03748 ± 0.00042 7.421 ± 0.068 % 94.191 ± 0.085 % 301 3.0060 ± 0.0234 0.01154 ± 0.00133 0.03761 ± 0.00042 7.435 ± 0.068 % 94.172 ± 0.085 % 302 3.0032 ± 0.0233 0.01173 ± 0.00133 0.03767 ± 0.00042 7.444 ± 0.068 % 94.166 ± 0.084 % 303 3.0013 ± 0.0233 0.01170 ± 0.00133 0.03774 ± 0.00042 7.451 ± 0.068 % 94.160 ± 0.084 % 304 2.9975 ± 0.0232 0.01155 ± 0.00133 0.03780 ± 0.00042 7.455 ± 0.068 % 94.164 ± 0.084 % 305 2.9926 ± 0.0231 0.01167 ± 0.00133 0.03779 ± 0.00042 7.457 ± 0.068 % 94.167 ± 0.084 % 306 2.9884 ± 0.0230 0.01182 ± 0.00132 0.03776 ± 0.00042 7.457 ± 0.068 % 94.169 ± 0.084 % 307 2.9902 ± 0.0230 0.01184 ± 0.00132 0.03779 ± 0.00042 7.456 ± 0.067 % 94.165 ± 0.084 % 308 2.9956 ± 0.0230 0.01182 ± 0.00132 0.03773 ± 0.00041 7.448 ± 0.067 % 94.169 ± 0.084 % 309 3.0065 ± 0.0231 0.01183 ± 0.00132 0.03769 ± 0.00041 7.440 ± 0.067 % 94.160 ± 0.084 % 310 2.9971 ± 0.0229 0.01181 ± 0.00131 0.03760 ± 0.00041 7.431 ± 0.067 % 94.177 ± 0.083 % 311 2.9914 ± 0.0228 0.01186 ± 0.00131 0.03763 ± 0.00041 7.442 ± 0.067 % 94.178 ± 0.083 % 312 2.9849 ± 0.0227 0.01194 ± 0.00131 0.03767 ± 0.00041 7.453 ± 0.067 % 94.180 ± 0.083 % 313 2.9818 ± 0.0227 0.01211 ± 0.00131 0.03775 ± 0.00041 7.468 ± 0.067 % 94.168 ± 0.083 % 314 2.9781 ± 0.0226 0.01214 ± 0.00131 0.03780 ± 0.00041 7.475 ± 0.067 % 94.163 ± 0.083 % 315 2.9780 ± 0.0225 0.01226 ± 0.00131 0.03784 ± 0.00041 7.478 ± 0.067 % 94.160 ± 0.083 % 316 2.9766 ± 0.0225 0.01228 ± 0.00131 0.03785 ± 0.00041 7.478 ± 0.066 % 94.159 ± 0.083 % 317 2.9756 ± 0.0224 0.01221 ± 0.00130 0.03788 ± 0.00041 7.484 ± 0.066 % 94.149 ± 0.083 % 318 2.9744 ± 0.0224 0.01209 ± 0.00130 0.03792 ± 0.00041 7.484 ± 0.066 % 94.139 ± 0.082 % 319 2.9712 ± 0.0223 0.01197 ± 0.00130 0.03791 ± 0.00041 7.481 ± 0.066 % 94.140 ± 0.082 % 320 2.9690 ± 0.0222 0.01197 ± 0.00130 0.03794 ± 0.00041 7.482 ± 0.066 % 94.131 ± 0.082 % 321 2.9720 ± 0.0222 0.01202 ± 0.00129 0.03793 ± 0.00040 7.477 ± 0.066 % 94.120 ± 0.082 % 322 2.9734 ± 0.0222 0.01200 ± 0.00130 0.03803 ± 0.00040 7.491 ± 0.066 % 94.108 ± 0.082 % 323 2.9676 ± 0.0221 0.01197 ± 0.00129 0.03804 ± 0.00040 7.496 ± 0.066 % 94.106 ± 0.082 % 324 2.9641 ± 0.0220 0.01196 ± 0.00129 0.03805 ± 0.00040 7.501 ± 0.066 % 94.109 ± 0.082 % 325 2.9634 ± 0.0220 0.01201 ± 0.00129 0.03813 ± 0.00040 7.509 ± 0.065 % 94.107 ± 0.082 % 326 2.9611 ± 0.0219 0.01196 ± 0.00129 0.03816 ± 0.00040 7.511 ± 0.065 % 94.103 ± 0.082 % 327 2.9639 ± 0.0219 0.01207 ± 0.00129 0.03823 ± 0.00040 7.515 ± 0.065 % 94.092 ± 0.082 % 328 2.9620 ± 0.0219 0.01208 ± 0.00129 0.03822 ± 0.00040 7.513 ± 0.065 % 94.101 ± 0.081 % 329 2.9620 ± 0.0218 0.01207 ± 0.00128 0.03824 ± 0.00040 7.515 ± 0.065 % 94.097 ± 0.081 % 330 2.9612 ± 0.0218 0.01207 ± 0.00128 0.03819 ± 0.00040 7.507 ± 0.065 % 94.109 ± 0.081 % 331 2.9573 ± 0.0217 0.01210 ± 0.00128 0.03821 ± 0.00040 7.510 ± 0.065 % 94.114 ± 0.081 % 332 2.9586 ± 0.0217 0.01199 ± 0.00128 0.03816 ± 0.00040 7.506 ± 0.065 % 94.118 ± 0.081 % 333 2.9610 ± 0.0217 0.01185 ± 0.00128 0.03818 ± 0.00040 7.506 ± 0.064 % 94.114 ± 0.081 % 334 2.9645 ± 0.0217 0.01179 ± 0.00127 0.03817 ± 0.00040 7.504 ± 0.064 % 94.108 ± 0.081 % 335 2.9649 ± 0.0217 0.01167 ± 0.00127 0.03815 ± 0.00040 7.500 ± 0.064 % 94.116 ± 0.081 % 336 2.9653 ± 0.0216 0.01159 ± 0.00127 0.03813 ± 0.00039 7.497 ± 0.064 % 94.115 ± 0.080 % 337 2.9665 ± 0.0216 0.01162 ± 0.00127 0.03810 ± 0.00039 7.492 ± 0.064 % 94.116 ± 0.080 % 338 2.9664 ± 0.0216 0.01158 ± 0.00126 0.03805 ± 0.00039 7.487 ± 0.064 % 94.122 ± 0.080 % 339 2.9670 ± 0.0215 0.01165 ± 0.00126 0.03807 ± 0.00039 7.490 ± 0.064 % 94.128 ± 0.080 % 340 2.9696 ± 0.0215 0.01158 ± 0.00126 0.03803 ± 0.00039 7.485 ± 0.064 % 94.131 ± 0.080 % 341 2.9722 ± 0.0215 0.01145 ± 0.00126 0.03800 ± 0.00039 7.480 ± 0.064 % 94.134 ± 0.080 % 342 2.9742 ± 0.0215 0.01136 ± 0.00125 0.03797 ± 0.00039 7.477 ± 0.064 % 94.130 ± 0.080 % 343 2.9796 ± 0.0215 0.01139 ± 0.00125 0.03795 ± 0.00039 7.472 ± 0.064 % 94.130 ± 0.079 % 344 2.9844 ± 0.0215 0.01139 ± 0.00125 0.03794 ± 0.00039 7.470 ± 0.063 % 94.128 ± 0.079 % 345 2.9934 ± 0.0216 0.01139 ± 0.00125 0.03793 ± 0.00039 7.466 ± 0.063 % 94.119 ± 0.079 % 346 2.9934 ± 0.0216 0.01136 ± 0.00125 0.03790 ± 0.00039 7.464 ± 0.063 % 94.121 ± 0.079 % 347 2.9858 ± 0.0214 0.01135 ± 0.00124 0.03794 ± 0.00039 7.476 ± 0.063 % 94.128 ± 0.079 % 348 2.9793 ± 0.0214 0.01133 ± 0.00124 0.03800 ± 0.00039 7.487 ± 0.063 % 94.131 ± 0.079 % 349 2.9742 ± 0.0213 0.01139 ± 0.00124 0.03803 ± 0.00039 7.496 ± 0.063 % 94.135 ± 0.079 % 350 2.9682 ± 0.0212 0.01141 ± 0.00124 0.03799 ± 0.00039 7.494 ± 0.063 % 94.143 ± 0.079 % 351 2.9612 ± 0.0211 0.01145 ± 0.00123 0.03792 ± 0.00039 7.488 ± 0.063 % 94.158 ± 0.078 % 352 2.9580 ± 0.0210 0.01146 ± 0.00123 0.03789 ± 0.00039 7.490 ± 0.063 % 94.164 ± 0.078 % 353 2.9544 ± 0.0210 0.01148 ± 0.00123 0.03791 ± 0.00039 7.498 ± 0.063 % 94.167 ± 0.078 % 354 2.9493 ± 0.0209 0.01167 ± 0.00123 0.03805 ± 0.00039 7.522 ± 0.063 % 94.164 ± 0.078 % 355 2.9438 ± 0.0208 0.01167 ± 0.00123 0.03815 ± 0.00039 7.543 ± 0.063 % 94.159 ± 0.078 % 356 2.9398 ± 0.0207 0.01167 ± 0.00123 0.03824 ± 0.00039 7.549 ± 0.063 % 94.158 ± 0.078 % 357 2.9347 ± 0.0207 0.01181 ± 0.00122 0.03829 ± 0.00039 7.561 ± 0.063 % 94.162 ± 0.078 % 358 2.9295 ± 0.0206 0.01182 ± 0.00122 0.03832 ± 0.00039 7.573 ± 0.063 % 94.167 ± 0.078 % 359 2.9283 ± 0.0205 0.01189 ± 0.00122 0.03842 ± 0.00039 7.583 ± 0.063 % 94.167 ± 0.077 % 360 2.9239 ± 0.0205 0.01189 ± 0.00122 0.03855 ± 0.00039 7.599 ± 0.063 % 94.160 ± 0.077 % 361 2.9175 ± 0.0204 0.01182 ± 0.00122 0.03853 ± 0.00039 7.602 ± 0.063 % 94.168 ± 0.077 % 362 2.9117 ± 0.0203 0.01194 ± 0.00122 0.03872 ± 0.00039 7.632 ± 0.063 % 94.164 ± 0.077 % 363 2.9066 ± 0.0202 0.01194 ± 0.00122 0.03876 ± 0.00039 7.643 ± 0.063 % 94.161 ± 0.077 % 364 2.9048 ± 0.0202 0.01198 ± 0.00122 0.03883 ± 0.00039 7.652 ± 0.062 % 94.159 ± 0.077 % 365 2.9006 ± 0.0201 0.01206 ± 0.00122 0.03891 ± 0.00039 7.664 ± 0.062 % 94.150 ± 0.077 % 366 2.8987 ± 0.0200 0.01209 ± 0.00122 0.03911 ± 0.00039 7.685 ± 0.062 % 94.139 ± 0.077 % 367 2.8946 ± 0.0200 0.01230 ± 0.00122 0.03921 ± 0.00039 7.705 ± 0.063 % 94.140 ± 0.077 % 368 2.8886 ± 0.0199 0.01225 ± 0.00122 0.03926 ± 0.00039 7.712 ± 0.063 % 94.150 ± 0.077 % 369 2.8831 ± 0.0198 0.01229 ± 0.00122 0.03930 ± 0.00039 7.722 ± 0.063 % 94.156 ± 0.076 % 370 2.8817 ± 0.0198 0.01236 ± 0.00122 0.03937 ± 0.00039 7.733 ± 0.062 % 94.149 ± 0.076 % 371 2.8777 ± 0.0197 0.01244 ± 0.00122 0.03942 ± 0.00039 7.740 ± 0.062 % 94.153 ± 0.076 % 372 2.8778 ± 0.0197 0.01264 ± 0.00122 0.03948 ± 0.00039 7.745 ± 0.062 % 94.150 ± 0.076 % 373 2.8766 ± 0.0196 0.01271 ± 0.00122 0.03959 ± 0.00039 7.758 ± 0.062 % 94.143 ± 0.076 % 374 2.8771 ± 0.0196 0.01274 ± 0.00122 0.03970 ± 0.00039 7.769 ± 0.062 % 94.132 ± 0.076 % 375 2.8744 ± 0.0196 0.01267 ± 0.00121 0.03972 ± 0.00039 7.772 ± 0.062 % 94.130 ± 0.076 % 376 2.8702 ± 0.0195 0.01269 ± 0.00121 0.03976 ± 0.00039 7.783 ± 0.062 % 94.134 ± 0.076 % 377 2.8662 ± 0.0194 0.01271 ± 0.00121 0.03980 ± 0.00039 7.792 ± 0.062 % 94.136 ± 0.076 % 378 2.8640 ± 0.0194 0.01268 ± 0.00121 0.03991 ± 0.00039 7.802 ± 0.062 % 94.137 ± 0.076 % 379 2.8653 ± 0.0194 0.01257 ± 0.00121 0.04008 ± 0.00039 7.822 ± 0.062 % 94.119 ± 0.076 % 380 2.8601 ± 0.0193 0.01252 ± 0.00121 0.04015 ± 0.00039 7.834 ± 0.062 % 94.114 ± 0.076 % 381 2.8570 ± 0.0192 0.01267 ± 0.00121 0.04015 ± 0.00039 7.839 ± 0.062 % 94.120 ± 0.075 % 382 2.8534 ± 0.0192 0.01263 ± 0.00121 0.04012 ± 0.00039 7.836 ± 0.061 % 94.126 ± 0.075 % 383 2.8569 ± 0.0192 0.01267 ± 0.00121 0.04012 ± 0.00039 7.832 ± 0.061 % 94.125 ± 0.075 % 384 2.8634 ± 0.0192 0.01262 ± 0.00120 0.04008 ± 0.00039 7.825 ± 0.061 % 94.127 ± 0.075 % 385 2.8683 ± 0.0193 0.01254 ± 0.00120 0.04005 ± 0.00039 7.818 ± 0.061 % 94.124 ± 0.075 % 386 2.8763 ± 0.0193 0.01249 ± 0.00120 0.04002 ± 0.00039 7.813 ± 0.061 % 94.123 ± 0.075 % 387 2.8810 ± 0.0193 0.01258 ± 0.00120 0.04000 ± 0.00038 7.807 ± 0.061 % 94.125 ± 0.075 % 388 2.8878 ± 0.0194 0.01262 ± 0.00120 0.03996 ± 0.00038 7.799 ± 0.061 % 94.128 ± 0.075 % 389 2.8957 ± 0.0194 0.01276 ± 0.00119 0.03993 ± 0.00038 7.795 ± 0.061 % 94.122 ± 0.075 % 390 2.8978 ± 0.0194 0.01271 ± 0.00119 0.03988 ± 0.00038 7.787 ± 0.061 % 94.126 ± 0.075 % 391 2.8907 ± 0.0193 0.01266 ± 0.00119 0.03979 ± 0.00038 7.780 ± 0.061 % 94.139 ± 0.074 % 392 2.8844 ± 0.0193 0.01260 ± 0.00119 0.03973 ± 0.00038 7.775 ± 0.061 % 94.150 ± 0.074 % 393 2.8775 ± 0.0192 0.01257 ± 0.00118 0.03965 ± 0.00038 7.767 ± 0.060 % 94.164 ± 0.074 % 394 2.8773 ± 0.0191 0.01264 ± 0.00118 0.03964 ± 0.00038 7.768 ± 0.060 % 94.159 ± 0.074 % 395 2.8718 ± 0.0191 0.01271 ± 0.00118 0.03966 ± 0.00038 7.776 ± 0.060 % 94.166 ± 0.074 % 396 2.8674 ± 0.0190 0.01273 ± 0.00118 0.03958 ± 0.00038 7.769 ± 0.060 % 94.181 ± 0.074 % 397 2.8613 ± 0.0189 0.01275 ± 0.00118 0.03955 ± 0.00038 7.766 ± 0.060 % 94.194 ± 0.074 % 398 2.8544 ± 0.0188 0.01274 ± 0.00117 0.03949 ± 0.00038 7.759 ± 0.060 % 94.205 ± 0.073 % 399 2.8491 ± 0.0188 0.01279 ± 0.00117 0.03946 ± 0.00038 7.755 ± 0.060 % 94.213 ± 0.073 % 400 2.8430 ± 0.0187 0.01274 ± 0.00117 0.03939 ± 0.00038 7.749 ± 0.060 % 94.225 ± 0.073 % 401 2.8365 ± 0.0186 0.01273 ± 0.00117 0.03933 ± 0.00038 7.746 ± 0.060 % 94.237 ± 0.073 % 402 2.8306 ± 0.0185 0.01272 ± 0.00117 0.03934 ± 0.00038 7.756 ± 0.060 % 94.245 ± 0.073 % 403 2.8239 ± 0.0185 0.01261 ± 0.00116 0.03927 ± 0.00038 7.749 ± 0.060 % 94.257 ± 0.073 % 404 2.8167 ± 0.0184 0.01259 ± 0.00116 0.03921 ± 0.00038 7.748 ± 0.060 % 94.268 ± 0.072 % 405 2.8110 ± 0.0183 0.01260 ± 0.00116 0.03915 ± 0.00037 7.743 ± 0.060 % 94.280 ± 0.072 % 406 2.8040 ± 0.0182 0.01254 ± 0.00116 0.03908 ± 0.00037 7.736 ± 0.060 % 94.293 ± 0.072 % 407 2.7974 ± 0.0181 0.01250 ± 0.00115 0.03900 ± 0.00037 7.728 ± 0.060 % 94.306 ± 0.072 % 408 2.7909 ± 0.0181 0.01252 ± 0.00115 0.03894 ± 0.00037 7.723 ± 0.060 % 94.318 ± 0.072 % 409 2.7857 ± 0.0180 0.01251 ± 0.00115 0.03894 ± 0.00037 7.728 ± 0.060 % 94.327 ± 0.072 % 410 2.7795 ± 0.0179 0.01246 ± 0.00115 0.03890 ± 0.00037 7.725 ± 0.060 % 94.340 ± 0.071 % 411 2.7742 ± 0.0178 0.01249 ± 0.00115 0.03886 ± 0.00037 7.722 ± 0.060 % 94.349 ± 0.071 % 412 2.7705 ± 0.0178 0.01258 ± 0.00115 0.03886 ± 0.00037 7.724 ± 0.060 % 94.357 ± 0.071 % 413 2.7666 ± 0.0177 0.01258 ± 0.00114 0.03881 ± 0.00037 7.723 ± 0.060 % 94.361 ± 0.071 % 414 2.7648 ± 0.0177 0.01249 ± 0.00114 0.03880 ± 0.00037 7.721 ± 0.060 % 94.365 ± 0.071 % 415 2.7619 ± 0.0177 0.01250 ± 0.00114 0.03880 ± 0.00037 7.718 ± 0.060 % 94.366 ± 0.071 % 416 2.7598 ± 0.0176 0.01258 ± 0.00114 0.03880 ± 0.00037 7.719 ± 0.059 % 94.368 ± 0.071 % 417 2.7547 ± 0.0176 0.01257 ± 0.00114 0.03877 ± 0.00037 7.719 ± 0.059 % 94.372 ± 0.071 % 418 2.7488 ± 0.0175 0.01245 ± 0.00114 0.03873 ± 0.00037 7.714 ± 0.059 % 94.385 ± 0.071 % 419 2.7537 ± 0.0175 0.01234 ± 0.00114 0.03874 ± 0.00037 7.712 ± 0.059 % 94.383 ± 0.070 % 420 2.7491 ± 0.0174 0.01237 ± 0.00113 0.03868 ± 0.00037 7.708 ± 0.059 % 94.392 ± 0.070 % 421 2.7465 ± 0.0174 0.01234 ± 0.00113 0.03866 ± 0.00037 7.707 ± 0.059 % 94.393 ± 0.070 % 422 2.7482 ± 0.0174 0.01229 ± 0.00113 0.03862 ± 0.00037 7.703 ± 0.059 % 94.388 ± 0.070 % 423 2.7453 ± 0.0174 0.01233 ± 0.00113 0.03858 ± 0.00037 7.700 ± 0.059 % 94.391 ± 0.070 % 424 2.7405 ± 0.0173 0.01228 ± 0.00113 0.03855 ± 0.00036 7.697 ± 0.059 % 94.403 ± 0.070 % 425 2.7367 ± 0.0172 0.01234 ± 0.00112 0.03855 ± 0.00036 7.700 ± 0.059 % 94.407 ± 0.070 % 426 2.7344 ± 0.0172 0.01234 ± 0.00112 0.03853 ± 0.00036 7.698 ± 0.059 % 94.410 ± 0.070 % 427 2.7322 ± 0.0172 0.01231 ± 0.00112 0.03851 ± 0.00036 7.695 ± 0.059 % 94.416 ± 0.070 % 428 2.7293 ± 0.0171 0.01241 ± 0.00112 0.03853 ± 0.00036 7.700 ± 0.059 % 94.415 ± 0.070 % 429 2.7247 ± 0.0171 0.01232 ± 0.00112 0.03853 ± 0.00036 7.703 ± 0.059 % 94.419 ± 0.069 % 430 2.7208 ± 0.0170 0.01233 ± 0.00112 0.03851 ± 0.00036 7.702 ± 0.059 % 94.427 ± 0.069 % 431 2.7217 ± 0.0170 0.01238 ± 0.00112 0.03850 ± 0.00036 7.701 ± 0.059 % 94.428 ± 0.069 % 432 2.7179 ± 0.0169 0.01240 ± 0.00112 0.03847 ± 0.00036 7.700 ± 0.058 % 94.431 ± 0.069 % 433 2.7137 ± 0.0169 0.01238 ± 0.00111 0.03844 ± 0.00036 7.699 ± 0.058 % 94.440 ± 0.069 % 434 2.7100 ± 0.0168 0.01234 ± 0.00111 0.03840 ± 0.00036 7.697 ± 0.058 % 94.446 ± 0.069 % 435 2.7063 ± 0.0168 0.01233 ± 0.00111 0.03835 ± 0.00036 7.692 ± 0.058 % 94.454 ± 0.069 % 436 2.7011 ± 0.0167 0.01234 ± 0.00111 0.03830 ± 0.00036 7.689 ± 0.058 % 94.465 ± 0.069 % 437 2.6954 ± 0.0166 0.01226 ± 0.00111 0.03827 ± 0.00036 7.687 ± 0.058 % 94.475 ± 0.068 % 438 2.6909 ± 0.0166 0.01229 ± 0.00110 0.03826 ± 0.00036 7.689 ± 0.058 % 94.480 ± 0.068 % 439 2.6903 ± 0.0166 0.01233 ± 0.00110 0.03827 ± 0.00036 7.694 ± 0.058 % 94.478 ± 0.068 % 440 2.6872 ± 0.0165 0.01240 ± 0.00110 0.03826 ± 0.00036 7.697 ± 0.058 % 94.476 ± 0.068 % 441 2.6857 ± 0.0165 0.01249 ± 0.00110 0.03832 ± 0.00036 7.706 ± 0.058 % 94.474 ± 0.068 % 442 2.6813 ± 0.0164 0.01246 ± 0.00110 0.03831 ± 0.00036 7.705 ± 0.058 % 94.485 ± 0.068 % 443 2.6872 ± 0.0165 0.01255 ± 0.00110 0.03827 ± 0.00036 7.698 ± 0.058 % 94.489 ± 0.068 % 444 2.6946 ± 0.0165 0.01259 ± 0.00110 0.03826 ± 0.00036 7.693 ± 0.058 % 94.483 ± 0.068 % 445 2.6923 ± 0.0165 0.01253 ± 0.00109 0.03825 ± 0.00036 7.696 ± 0.058 % 94.484 ± 0.068 % 446 2.6918 ± 0.0165 0.01253 ± 0.00109 0.03827 ± 0.00036 7.696 ± 0.058 % 94.485 ± 0.068 % 447 2.6939 ± 0.0165 0.01249 ± 0.00109 0.03825 ± 0.00036 7.692 ± 0.058 % 94.483 ± 0.068 % 448 2.6962 ± 0.0165 0.01255 ± 0.00109 0.03824 ± 0.00035 7.691 ± 0.057 % 94.477 ± 0.068 % 449 2.7026 ± 0.0165 0.01254 ± 0.00109 0.03823 ± 0.00035 7.686 ± 0.057 % 94.473 ± 0.068 % 450 2.7042 ± 0.0165 0.01250 ± 0.00109 0.03820 ± 0.00035 7.684 ± 0.057 % 94.472 ± 0.067 % 451 2.7067 ± 0.0165 0.01253 ± 0.00109 0.03817 ± 0.00035 7.678 ± 0.057 % 94.474 ± 0.067 % 452 2.7109 ± 0.0165 0.01255 ± 0.00108 0.03815 ± 0.00035 7.674 ± 0.057 % 94.468 ± 0.067 % 453 2.7184 ± 0.0166 0.01250 ± 0.00108 0.03812 ± 0.00035 7.668 ± 0.057 % 94.458 ± 0.067 % 454 2.7242 ± 0.0166 0.01252 ± 0.00108 0.03810 ± 0.00035 7.666 ± 0.057 % 94.453 ± 0.067 % 455 2.7271 ± 0.0166 0.01249 ± 0.00108 0.03807 ± 0.00035 7.662 ± 0.057 % 94.450 ± 0.067 % 456 2.7327 ± 0.0166 0.01256 ± 0.00108 0.03804 ± 0.00035 7.657 ± 0.057 % 94.450 ± 0.067 % 457 2.7313 ± 0.0166 0.01259 ± 0.00108 0.03804 ± 0.00035 7.659 ± 0.057 % 94.446 ± 0.067 % 458 2.7351 ± 0.0166 0.01258 ± 0.00108 0.03800 ± 0.00035 7.653 ± 0.057 % 94.449 ± 0.067 % 459 2.7373 ± 0.0166 0.01252 ± 0.00107 0.03796 ± 0.00035 7.647 ± 0.057 % 94.449 ± 0.067 % 460 2.7437 ± 0.0166 0.01248 ± 0.00107 0.03794 ± 0.00035 7.642 ± 0.057 % 94.446 ± 0.067 % 461 2.7497 ± 0.0167 0.01245 ± 0.00107 0.03791 ± 0.00035 7.636 ± 0.056 % 94.438 ± 0.067 % 462 2.7531 ± 0.0167 0.01241 ± 0.00107 0.03789 ± 0.00035 7.633 ± 0.056 % 94.435 ± 0.067 % 463 2.7536 ± 0.0167 0.01240 ± 0.00107 0.03787 ± 0.00034 7.632 ± 0.056 % 94.439 ± 0.067 % 464 2.7523 ± 0.0166 0.01243 ± 0.00107 0.03792 ± 0.00035 7.637 ± 0.056 % 94.441 ± 0.067 % 465 2.7518 ± 0.0166 0.01240 ± 0.00107 0.03795 ± 0.00034 7.641 ± 0.056 % 94.438 ± 0.067 % 466 2.7575 ± 0.0167 0.01242 ± 0.00106 0.03796 ± 0.00034 7.641 ± 0.056 % 94.437 ± 0.066 % 467 2.7569 ± 0.0166 0.01243 ± 0.00106 0.03796 ± 0.00034 7.643 ± 0.056 % 94.436 ± 0.066 % 468 2.7539 ± 0.0166 0.01240 ± 0.00106 0.03796 ± 0.00034 7.645 ± 0.056 % 94.440 ± 0.066 % 469 2.7597 ± 0.0166 0.01238 ± 0.00106 0.03794 ± 0.00034 7.641 ± 0.056 % 94.434 ± 0.066 % 470 2.7616 ± 0.0166 0.01236 ± 0.00106 0.03793 ± 0.00034 7.639 ± 0.056 % 94.432 ± 0.066 % 471 2.7642 ± 0.0166 0.01228 ± 0.00106 0.03789 ± 0.00034 7.634 ± 0.056 % 94.432 ± 0.066 % 472 2.7676 ± 0.0166 0.01225 ± 0.00106 0.03786 ± 0.00034 7.628 ± 0.056 % 94.433 ± 0.066 % 473 2.7692 ± 0.0166 0.01225 ± 0.00105 0.03782 ± 0.00034 7.622 ± 0.056 % 94.434 ± 0.066 % 474 2.7710 ± 0.0166 0.01226 ± 0.00105 0.03778 ± 0.00034 7.616 ± 0.056 % 94.435 ± 0.066 % 475 2.7731 ± 0.0166 0.01224 ± 0.00105 0.03774 ± 0.00034 7.611 ± 0.056 % 94.440 ± 0.066 % 476 2.7759 ± 0.0166 0.01217 ± 0.00105 0.03771 ± 0.00034 7.606 ± 0.055 % 94.441 ± 0.066 % 477 2.7793 ± 0.0167 0.01217 ± 0.00105 0.03767 ± 0.00034 7.600 ± 0.055 % 94.439 ± 0.066 % 478 2.7815 ± 0.0167 0.01211 ± 0.00105 0.03766 ± 0.00034 7.597 ± 0.055 % 94.429 ± 0.066 % 479 2.7843 ± 0.0167 0.01211 ± 0.00105 0.03761 ± 0.00034 7.591 ± 0.055 % 94.432 ± 0.066 % 480 2.7868 ± 0.0167 0.01212 ± 0.00104 0.03759 ± 0.00034 7.587 ± 0.055 % 94.431 ± 0.066 % 481 2.7902 ± 0.0167 0.01213 ± 0.00104 0.03757 ± 0.00034 7.582 ± 0.055 % 94.428 ± 0.065 % 482 2.7925 ± 0.0167 0.01205 ± 0.00104 0.03755 ± 0.00033 7.579 ± 0.055 % 94.431 ± 0.065 % 483 2.7956 ± 0.0167 0.01203 ± 0.00104 0.03753 ± 0.00033 7.575 ± 0.055 % 94.433 ± 0.065 % 484 2.7925 ± 0.0166 0.01201 ± 0.00104 0.03750 ± 0.00033 7.574 ± 0.055 % 94.439 ± 0.065 % 485 2.7970 ± 0.0167 0.01200 ± 0.00104 0.03746 ± 0.00033 7.568 ± 0.055 % 94.439 ± 0.065 % 486 2.7990 ± 0.0167 0.01194 ± 0.00104 0.03743 ± 0.00033 7.563 ± 0.055 % 94.441 ± 0.065 % 487 2.8055 ± 0.0167 0.01196 ± 0.00103 0.03741 ± 0.00033 7.557 ± 0.055 % 94.445 ± 0.065 % 488 2.8103 ± 0.0167 0.01193 ± 0.00103 0.03739 ± 0.00033 7.553 ± 0.055 % 94.442 ± 0.065 % 489 2.8157 ± 0.0168 0.01190 ± 0.00103 0.03736 ± 0.00033 7.548 ± 0.055 % 94.438 ± 0.065 % 490 2.8153 ± 0.0168 0.01194 ± 0.00103 0.03736 ± 0.00033 7.548 ± 0.055 % 94.439 ± 0.065 % 491 2.8206 ± 0.0168 0.01188 ± 0.00103 0.03733 ± 0.00033 7.542 ± 0.054 % 94.440 ± 0.065 % 492 2.8254 ± 0.0168 0.01191 ± 0.00103 0.03732 ± 0.00033 7.538 ± 0.054 % 94.432 ± 0.065 % 493 2.8293 ± 0.0168 0.01185 ± 0.00103 0.03731 ± 0.00033 7.534 ± 0.054 % 94.428 ± 0.065 % 494 2.8341 ± 0.0168 0.01184 ± 0.00102 0.03730 ± 0.00033 7.529 ± 0.054 % 94.425 ± 0.065 % 495 2.8399 ± 0.0169 0.01183 ± 0.00102 0.03728 ± 0.00033 7.524 ± 0.054 % 94.424 ± 0.065 % 496 2.8400 ± 0.0169 0.01187 ± 0.00102 0.03728 ± 0.00033 7.524 ± 0.054 % 94.424 ± 0.065 % 497 2.8416 ± 0.0168 0.01189 ± 0.00102 0.03727 ± 0.00033 7.524 ± 0.054 % 94.419 ± 0.064 % 498 2.8437 ± 0.0168 0.01189 ± 0.00102 0.03725 ± 0.00033 7.520 ± 0.054 % 94.418 ± 0.064 % 499 2.8461 ± 0.0168 0.01189 ± 0.00102 0.03725 ± 0.00033 7.518 ± 0.054 % 94.412 ± 0.064 % 500 2.8496 ± 0.0169 0.01192 ± 0.00102 0.03722 ± 0.00032 7.512 ± 0.054 % 94.407 ± 0.064 % 501 2.8506 ± 0.0168 0.01192 ± 0.00102 0.03722 ± 0.00032 7.509 ± 0.054 % 94.405 ± 0.064 % 502 2.8523 ± 0.0168 0.01182 ± 0.00101 0.03721 ± 0.00032 7.507 ± 0.054 % 94.396 ± 0.064 % 503 2.8576 ± 0.0169 0.01180 ± 0.00101 0.03718 ± 0.00032 7.502 ± 0.054 % 94.393 ± 0.064 % 504 2.8633 ± 0.0169 0.01182 ± 0.00101 0.03714 ± 0.00032 7.495 ± 0.054 % 94.396 ± 0.064 % 505 2.8640 ± 0.0169 0.01174 ± 0.00101 0.03713 ± 0.00032 7.492 ± 0.053 % 94.394 ± 0.064 % 506 2.8643 ± 0.0169 0.01175 ± 0.00101 0.03710 ± 0.00032 7.489 ± 0.053 % 94.391 ± 0.064 % 507 2.8661 ± 0.0169 0.01177 ± 0.00101 0.03709 ± 0.00032 7.487 ± 0.053 % 94.394 ± 0.064 % 508 2.8696 ± 0.0169 0.01175 ± 0.00101 0.03707 ± 0.00032 7.482 ± 0.053 % 94.391 ± 0.064 % 509 2.8756 ± 0.0169 0.01174 ± 0.00101 0.03706 ± 0.00032 7.477 ± 0.053 % 94.386 ± 0.064 % 510 2.8786 ± 0.0169 0.01171 ± 0.00101 0.03704 ± 0.00032 7.475 ± 0.053 % 94.384 ± 0.064 % 511 2.8834 ± 0.0169 0.01174 ± 0.00100 0.03704 ± 0.00032 7.473 ± 0.053 % 94.383 ± 0.064 % 512 2.8777 ± 0.0169 0.01175 ± 0.00100 0.03700 ± 0.00032 7.469 ± 0.053 % 94.393 ± 0.064 % 513 2.8733 ± 0.0168 0.01179 ± 0.00100 0.03702 ± 0.00032 7.478 ± 0.053 % 94.395 ± 0.064 % 514 2.8682 ± 0.0168 0.01176 ± 0.00100 0.03703 ± 0.00032 7.482 ± 0.053 % 94.401 ± 0.064 % 515 2.8649 ± 0.0167 0.01178 ± 0.00100 0.03705 ± 0.00032 7.485 ± 0.053 % 94.402 ± 0.063 % 516 2.8622 ± 0.0167 0.01182 ± 0.00100 0.03705 ± 0.00032 7.488 ± 0.053 % 94.405 ± 0.063 % 517 2.8599 ± 0.0167 0.01182 ± 0.00100 0.03707 ± 0.00032 7.492 ± 0.053 % 94.403 ± 0.063 % 518 2.8565 ± 0.0166 0.01188 ± 0.00100 0.03709 ± 0.00032 7.495 ± 0.053 % 94.408 ± 0.063 % 519 2.8518 ± 0.0166 0.01186 ± 0.00100 0.03708 ± 0.00032 7.497 ± 0.053 % 94.412 ± 0.063 % 520 2.8504 ± 0.0165 0.01178 ± 0.00100 0.03707 ± 0.00032 7.500 ± 0.053 % 94.416 ± 0.063 % 521 2.8473 ± 0.0165 0.01168 ± 0.00100 0.03713 ± 0.00032 7.507 ± 0.053 % 94.413 ± 0.063 % 522 2.8428 ± 0.0164 0.01161 ± 0.00099 0.03711 ± 0.00032 7.507 ± 0.053 % 94.421 ± 0.063 % 523 2.8399 ± 0.0164 0.01171 ± 0.00099 0.03715 ± 0.00032 7.514 ± 0.053 % 94.420 ± 0.063 % 524 2.8426 ± 0.0164 0.01162 ± 0.00099 0.03718 ± 0.00032 7.510 ± 0.053 % 94.419 ± 0.063 % 525 2.8400 ± 0.0164 0.01162 ± 0.00099 0.03714 ± 0.00032 7.507 ± 0.053 % 94.425 ± 0.063 % 526 2.8368 ± 0.0163 0.01169 ± 0.00099 0.03713 ± 0.00032 7.508 ± 0.053 % 94.428 ± 0.063 % 527 2.8366 ± 0.0163 0.01170 ± 0.00099 0.03714 ± 0.00032 7.511 ± 0.053 % 94.429 ± 0.063 % 528 2.8343 ± 0.0163 0.01167 ± 0.00099 0.03716 ± 0.00032 7.518 ± 0.052 % 94.431 ± 0.062 % 529 2.8307 ± 0.0163 0.01168 ± 0.00099 0.03714 ± 0.00032 7.517 ± 0.052 % 94.436 ± 0.062 % 530 2.8274 ± 0.0162 0.01162 ± 0.00099 0.03713 ± 0.00032 7.519 ± 0.052 % 94.442 ± 0.062 % 531 2.8246 ± 0.0162 0.01157 ± 0.00099 0.03712 ± 0.00032 7.519 ± 0.052 % 94.444 ± 0.062 % 532 2.8239 ± 0.0162 0.01153 ± 0.00099 0.03715 ± 0.00032 7.528 ± 0.052 % 94.440 ± 0.062 % 533 2.8214 ± 0.0161 0.01144 ± 0.00099 0.03716 ± 0.00032 7.530 ± 0.052 % 94.441 ± 0.062 % 534 2.8203 ± 0.0161 0.01143 ± 0.00098 0.03716 ± 0.00031 7.531 ± 0.052 % 94.442 ± 0.062 % 535 2.8179 ± 0.0161 0.01143 ± 0.00098 0.03715 ± 0.00031 7.531 ± 0.052 % 94.447 ± 0.062 % 536 2.8162 ± 0.0160 0.01145 ± 0.00098 0.03717 ± 0.00031 7.533 ± 0.052 % 94.442 ± 0.062 % 537 2.8111 ± 0.0160 0.01143 ± 0.00098 0.03712 ± 0.00031 7.528 ± 0.052 % 94.453 ± 0.062 % 538 2.8071 ± 0.0159 0.01144 ± 0.00098 0.03715 ± 0.00031 7.538 ± 0.052 % 94.455 ± 0.062 % 539 2.8034 ± 0.0159 0.01140 ± 0.00098 0.03714 ± 0.00031 7.537 ± 0.052 % 94.463 ± 0.062 % 540 2.8029 ± 0.0159 0.01134 ± 0.00098 0.03715 ± 0.00031 7.536 ± 0.052 % 94.460 ± 0.062 % 541 2.8030 ± 0.0159 0.01138 ± 0.00098 0.03720 ± 0.00031 7.542 ± 0.052 % 94.461 ± 0.062 % 542 2.8007 ± 0.0158 0.01137 ± 0.00098 0.03721 ± 0.00031 7.545 ± 0.052 % 94.457 ± 0.062 % 543 2.7992 ± 0.0158 0.01139 ± 0.00098 0.03723 ± 0.00031 7.547 ± 0.052 % 94.459 ± 0.061 % 544 2.7989 ± 0.0158 0.01149 ± 0.00098 0.03727 ± 0.00031 7.552 ± 0.052 % 94.452 ± 0.061 % 545 2.7967 ± 0.0157 0.01153 ± 0.00098 0.03733 ± 0.00031 7.562 ± 0.052 % 94.444 ± 0.061 % 546 2.7965 ± 0.0157 0.01150 ± 0.00098 0.03737 ± 0.00031 7.569 ± 0.052 % 94.440 ± 0.061 % 547 2.7934 ± 0.0157 0.01145 ± 0.00098 0.03738 ± 0.00031 7.570 ± 0.052 % 94.444 ± 0.061 % 548 2.7906 ± 0.0157 0.01143 ± 0.00098 0.03737 ± 0.00031 7.570 ± 0.051 % 94.443 ± 0.061 % 549 2.7876 ± 0.0156 0.01136 ± 0.00097 0.03736 ± 0.00031 7.574 ± 0.051 % 94.448 ± 0.061 % 550 2.7832 ± 0.0156 0.01136 ± 0.00097 0.03731 ± 0.00031 7.569 ± 0.051 % 94.456 ± 0.061 % 551 2.7782 ± 0.0155 0.01134 ± 0.00097 0.03726 ± 0.00031 7.565 ± 0.051 % 94.465 ± 0.061 % 552 2.7741 ± 0.0155 0.01135 ± 0.00097 0.03724 ± 0.00031 7.565 ± 0.051 % 94.471 ± 0.061 % 553 2.7700 ± 0.0154 0.01137 ± 0.00097 0.03724 ± 0.00031 7.571 ± 0.052 % 94.478 ± 0.061 % 554 2.7660 ± 0.0154 0.01138 ± 0.00097 0.03725 ± 0.00031 7.575 ± 0.052 % 94.483 ± 0.061 % 555 2.7615 ± 0.0153 0.01138 ± 0.00097 0.03723 ± 0.00031 7.573 ± 0.051 % 94.490 ± 0.061 % 556 2.7580 ± 0.0153 0.01141 ± 0.00097 0.03721 ± 0.00031 7.573 ± 0.051 % 94.496 ± 0.061 % 557 2.7537 ± 0.0152 0.01145 ± 0.00097 0.03720 ± 0.00031 7.575 ± 0.052 % 94.503 ± 0.060 % 558 2.7536 ± 0.0152 0.01145 ± 0.00096 0.03720 ± 0.00031 7.574 ± 0.051 % 94.502 ± 0.060 % 559 2.7511 ± 0.0152 0.01154 ± 0.00096 0.03720 ± 0.00031 7.575 ± 0.051 % 94.504 ± 0.060 % 560 2.7498 ± 0.0152 0.01159 ± 0.00096 0.03722 ± 0.00031 7.579 ± 0.051 % 94.504 ± 0.060 % 561 2.7503 ± 0.0152 0.01159 ± 0.00096 0.03725 ± 0.00031 7.582 ± 0.051 % 94.501 ± 0.060 % 562 2.7509 ± 0.0152 0.01149 ± 0.00096 0.03730 ± 0.00031 7.587 ± 0.051 % 94.500 ± 0.060 % 563 2.7545 ± 0.0152 0.01148 ± 0.00096 0.03734 ± 0.00031 7.588 ± 0.051 % 94.494 ± 0.060 % 564 2.7566 ± 0.0152 0.01142 ± 0.00096 0.03739 ± 0.00031 7.590 ± 0.051 % 94.485 ± 0.060 % 565 2.7546 ± 0.0151 0.01149 ± 0.00096 0.03741 ± 0.00031 7.590 ± 0.051 % 94.489 ± 0.060 % ====== Perplexity statistics ====== Mean PPL(Q) : 2.754593 ± 0.015142 Mean PPL(base) : 2.723132 ± 0.014900 Cor(ln(PPL(Q)), ln(PPL(base))): 98.46% Mean ln(PPL(Q)/PPL(base)) : 0.011487 ± 0.000962 Mean PPL(Q)/PPL(base) : 1.011553 ± 0.000973 Mean PPL(Q)-PPL(base) : 0.031461 ± 0.002644 ====== KL divergence statistics ====== Mean KLD: 0.037406 ± 0.000308 Maximum KLD: 5.044281 99.9% KLD: 1.349837 99.0% KLD: 0.523278 95.0% KLD: 0.175733 90.0% KLD: 0.091039 Median KLD: 0.003027 10.0% KLD: 0.000008 5.0% KLD: 0.000002 1.0% KLD: -0.000000 0.1% KLD: -0.000003 Minimum KLD: -0.000020 ====== Token probability statistics ====== Mean Δp: -0.348 ± 0.020 % Maximum Δp: 96.679% 99.9% Δp: 52.058% 99.0% Δp: 24.486% 95.0% Δp: 7.839% 90.0% Δp: 3.151% 75.0% Δp: 0.148% Median Δp: -0.001% 25.0% Δp: -0.373% 10.0% Δp: -4.350% 5.0% Δp: -9.827% 1.0% Δp: -28.886% 0.1% Δp: -58.706% Minimum Δp: -97.940% RMS Δp : 7.590 ± 0.051 % Same top p: 94.489 ± 0.060 % llama_perf_context_print: load time = 175823.05 ms llama_perf_context_print: prompt eval time = 206256.18 ms / 289280 tokens ( 0.71 ms per token, 1402.53 tokens per second) llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) llama_perf_context_print: total time = 234615.01 ms / 289281 tokens llama_perf_context_print: graphs reused = 34 common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 38259 + (57852 = 53319 + 108 + 4424) + 1137 | common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 27755 + (68354 = 63679 + 99 + 4576) + 1139 | common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 21957 + (74152 = 69468 + 108 + 4576) + 1139 | common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 27755 + (68354 = 63679 + 99 + 4576) + 1139 | common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 21957 + (74152 = 69468 + 108 + 4576) + 1139 | common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 27755 + (68354 = 63679 + 99 + 4576) + 1139 | common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 36747 + (59362 = 53065 + 81 + 6216) + 1139 | common_memory_breakdown_print: | - Host | 1412 = 964 + 0 + 448 | ```