### MiMo-V2.6-Pro-MOPD-BPW2.5 (aes_sedai) ```txt /home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on -lv 4 --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/MiMo-V2.6-Pro-MOPD-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/MiMo-V2.6-Pro-MOPD-GGUF/aes_sedai/MiMo-V2.6-Pro-MOPD-BPW2.5.gguf 0.00.556.426 I cmn common_init_: fitting params to device memory ... 0.00.556.434 I cmn common_init_: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on) 0.00.556.657 I common_params_fit_impl: getting device memory data for initial parameters: 0.01.353.611 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | 0.01.353.621 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96686 + (47678 = 42477 + 400 + 4801) + -47115 | 0.01.353.622 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96686 + (49401 = 43472 + 360 + 5569) + -48837 | 0.01.353.622 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96686 + (40329 = 34400 + 360 + 5569) + -39765 | 0.01.353.623 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96686 + (43857 = 37928 + 360 + 5569) + -43293 | 0.01.353.623 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96686 + (49551 = 43582 + 400 + 5569) + -48988 | 0.01.353.623 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96686 + (45153 = 39224 + 360 + 5569) + -44589 | 0.01.353.623 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96686 + (45153 = 39224 + 360 + 5569) + -44589 | 0.01.353.623 I common_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96686 + (28710 = 21949 + 200 + 6561) + -28147 | 0.01.353.623 I common_memory_breakdown_print: | - Host | 1399 = 949 + 0 + 449 | 0.01.379.186 I common_params_fit_impl: projected memory use with initial parameters [MiB]: 0.01.379.213 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 47678 used, 49008 free vs. target of 1024 0.01.379.214 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 49401 used, 47285 free vs. target of 1024 0.01.379.214 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 40329 used, 56357 free vs. target of 1024 0.01.379.215 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 43857 used, 52829 free vs. target of 1024 0.01.379.215 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 49551 used, 47135 free vs. target of 1024 0.01.379.215 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 45153 used, 51533 free vs. target of 1024 0.01.379.215 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 45153 used, 51533 free vs. target of 1024 0.01.379.215 I common_params_fit_impl: - CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 28710 used, 67976 free vs. target of 1024 0.01.379.216 I common_params_fit_impl: projected to use 349834 MiB of device memory vs. 773494 MiB of free device memory 0.01.379.216 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed 0.01.379.217 I common_fit_params: successfully fit params to free device memory 0.01.379.222 I common_fit_params: fitting params to free memory took 0.82 seconds 0.01.401.296 I llama_model_loader: loaded meta data with 46 key-value pairs and 727 tensors from /mnt/srv/snowdrift/gguf/MiMo-V2.6-Pro-MOPD-GGUF/aes_sedai/MiMo-V2.6-Pro-MOPD-BPW2.5.gguf (version GGUF V3 (latest)) 0.01.401.321 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. 0.01.401.326 I llama_model_loader: - kv 0: general.architecture str = mimo2 0.01.401.327 I llama_model_loader: - kv 1: general.type str = model 0.01.401.332 I llama_model_loader: - kv 2: general.sampling.top_p f32 = 0.950000 0.01.401.333 I llama_model_loader: - kv 3: general.sampling.temp f32 = 1.000000 0.01.401.333 I llama_model_loader: - kv 4: general.name str = MiMo V2.6 Pro MOPD 0.01.401.334 I llama_model_loader: - kv 5: general.size_label str = 384x26B 0.01.401.334 I llama_model_loader: - kv 6: general.license str = mit 0.01.401.345 I llama_model_loader: - kv 7: general.tags arr[str,9] = ["text-generation", "multimodal", "vi... 0.01.401.353 I llama_model_loader: - kv 8: general.languages arr[str,2] = ["en", "zh"] 0.01.401.354 I llama_model_loader: - kv 9: mimo2.block_count u32 = 73 0.01.401.355 I llama_model_loader: - kv 10: mimo2.context_length u32 = 1048576 0.01.401.355 I llama_model_loader: - kv 11: mimo2.embedding_length u32 = 6144 0.01.401.356 I llama_model_loader: - kv 12: mimo2.feed_forward_length u32 = 16384 0.01.401.356 I llama_model_loader: - kv 13: mimo2.attention.head_count u32 = 128 0.01.401.360 I llama_model_loader: - kv 14: mimo2.attention.head_count_kv arr[i32,73] = [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, ... 0.01.401.362 I llama_model_loader: - kv 15: mimo2.rope.freq_base f32 = 10000000.000000 0.01.401.363 I llama_model_loader: - kv 16: mimo2.rope.freq_base_swa f32 = 10000.000000 0.01.401.363 I llama_model_loader: - kv 17: mimo2.expert_count u32 = 384 0.01.401.364 I llama_model_loader: - kv 18: mimo2.expert_used_count u32 = 8 0.01.401.364 I llama_model_loader: - kv 19: mimo2.expert_group_count u32 = 1 0.01.401.364 I llama_model_loader: - kv 20: mimo2.expert_group_used_count u32 = 1 0.01.401.365 I llama_model_loader: - kv 21: mimo2.expert_gating_func u32 = 2 0.01.401.365 I llama_model_loader: - kv 22: mimo2.attention.key_length u32 = 192 0.01.401.365 I llama_model_loader: - kv 23: mimo2.attention.value_length u32 = 128 0.01.401.365 I llama_model_loader: - kv 24: mimo2.attention.sliding_window u32 = 128 0.01.401.367 I llama_model_loader: - kv 25: mimo2.attention.sliding_window_pattern arr[i32,73] = [0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, ... 0.01.401.368 I llama_model_loader: - kv 26: mimo2.expert_feed_forward_length u32 = 2048 0.01.401.368 I llama_model_loader: - kv 27: mimo2.rope.dimension_count u32 = 64 0.01.401.369 I llama_model_loader: - kv 28: mimo2.attention.layer_norm_rms_epsilon f32 = 0.000010 0.01.401.369 I llama_model_loader: - kv 29: mimo2.attention.value_scale f32 = 0.612000 0.01.401.369 I llama_model_loader: - kv 30: mimo2.nextn_predict_layers u32 = 3 0.01.401.370 I llama_model_loader: - kv 31: tokenizer.ggml.model str = gpt2 0.01.401.370 I llama_model_loader: - kv 32: tokenizer.ggml.pre str = qwen2 0.01.409.876 I llama_model_loader: - kv 33: tokenizer.ggml.tokens arr[str,152576] = ["!", "\"", "#", "$", "%", "&", "'", ... 0.01.411.974 I llama_model_loader: - kv 34: tokenizer.ggml.token_type arr[i32,152576] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ... 0.01.419.886 I llama_model_loader: - kv 35: tokenizer.ggml.merges arr[str,151387] = ["Ġ Ġ", "ĠĠ ĠĠ", "i n", "Ġ t",... 0.01.419.895 I llama_model_loader: - kv 36: tokenizer.ggml.eos_token_id u32 = 151645 0.01.419.896 I llama_model_loader: - kv 37: tokenizer.ggml.padding_token_id u32 = 151643 0.01.419.896 I llama_model_loader: - kv 38: tokenizer.ggml.add_bos_token bool = false 0.01.419.899 I llama_model_loader: - kv 39: tokenizer.chat_template str = {%- macro render_value(value) -%}\n ... 0.01.419.899 I llama_model_loader: - kv 40: general.quantization_version u32 = 2 0.01.419.900 I llama_model_loader: - kv 41: general.file_type u32 = 28 0.01.419.900 I llama_model_loader: - kv 42: quantize.imatrix.file str = /mnt/srv/snowdrift/ggml/MiMo-V2.6-Pro... 0.01.419.901 I llama_model_loader: - kv 43: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati... 0.01.419.901 I llama_model_loader: - kv 44: quantize.imatrix.entries_count u32 = 419 0.01.419.902 I llama_model_loader: - kv 45: quantize.imatrix.chunks_count u32 = 51 0.01.419.902 I llama_model_loader: - type f32: 357 tensors 0.01.419.903 I llama_model_loader: - type q8_0: 5 tensors 0.01.419.903 I llama_model_loader: - type q2_K: 30 tensors 0.01.419.903 I llama_model_loader: - type q6_K: 158 tensors 0.01.419.903 I llama_model_loader: - type iq2_xxs: 82 tensors 0.01.419.904 I llama_model_loader: - type iq2_xs: 8 tensors 0.01.419.904 I llama_model_loader: - type iq3_xxs: 56 tensors 0.01.419.904 I llama_model_loader: - type iq2_s: 5 tensors 0.01.419.904 I llama_model_loader: - type iq1_m: 26 tensors 0.01.419.906 I print_info: file format = GGUF V3 (latest) 0.01.419.906 I print_info: file type = IQ2_S - 2.5 bpw 0.01.419.910 I print_info: file size = 297.63 GiB (2.50 BPW) 0.01.420.250 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96686 MiB free 0.01.420.272 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96686 MiB free 0.01.420.279 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96686 MiB free 0.01.420.285 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96686 MiB free 0.01.420.291 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96686 MiB free 0.01.420.298 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96686 MiB free 0.01.420.304 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96686 MiB free 0.01.420.309 I llama_prepare_model_devices: using device CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96686 MiB free 0.01.458.887 I load: 0 unused tokens 0.01.459.476 W load: control-looking token: 128247 '' was not control-type; this is probably a bug in the model. its type will be overridden 0.01.468.765 I load: printing all EOG tokens: 0.01.468.772 I load: - 128247 ('') 0.01.468.773 I load: - 151643 ('<|endoftext|>') 0.01.468.773 I load: - 151645 ('<|im_end|>') 0.01.468.773 I load: - 151662 ('<|fim_pad|>') 0.01.468.774 I load: - 151663 ('<|repo_name|>') 0.01.468.774 I load: - 151664 ('<|file_sep|>') 0.01.468.848 I load: special tokens cache size = 33 0.01.494.075 I load: token to piece cache size = 0.9312 MB 0.01.494.091 I print_info: arch = mimo2 0.01.494.092 I print_info: vocab_only = 0 0.01.494.092 I print_info: no_alloc = 0 0.01.494.093 I print_info: n_ctx_train = 1048576 0.01.494.093 I print_info: n_embd_inp = 6144 0.01.494.093 I print_info: n_embd = 6144 0.01.494.094 I print_info: n_embd_out = 6144 0.01.494.094 I print_info: n_layer = 70 0.01.494.094 I print_info: n_layer_all = 73 0.01.494.103 I print_info: n_head = 128 0.01.494.104 I print_info: n_head_kv = 8 0.01.494.104 I print_info: n_rot = 64 0.01.494.104 I print_info: n_swa = 128 0.01.494.105 I print_info: is_swa_any = 1 0.01.494.105 I print_info: non_causal_type = 0 0.01.494.105 I print_info: n_embd_head_k = 192 0.01.494.105 I print_info: n_embd_head_v = 128 0.01.494.106 I print_info: n_gqa = 16 0.01.494.108 I print_info: n_embd_k_gqa = 1536 0.01.494.109 I print_info: n_embd_v_gqa = 1024 0.01.494.110 I print_info: f_norm_eps = 0.0e+00 0.01.494.111 I print_info: f_norm_rms_eps = 1.0e-05 0.01.494.111 I print_info: f_clamp_kqv = 0.0e+00 0.01.494.111 I print_info: f_max_alibi_bias = 0.0e+00 0.01.494.111 I print_info: f_logit_scale = 0.0e+00 0.01.494.112 I print_info: f_attn_scale = 0.0e+00 0.01.494.112 I print_info: f_attn_value_scale = 0.6120 0.01.494.113 I print_info: n_ff = 16384 0.01.494.113 I print_info: n_expert = 384 0.01.494.113 I print_info: n_expert_used = 8 0.01.494.114 I print_info: n_expert_groups = 1 0.01.494.114 I print_info: n_group_used = 1 0.01.494.114 I print_info: causal attn = 1 0.01.494.114 I print_info: pooling type = -1 0.01.494.114 I print_info: rope type = 2 0.01.494.114 I print_info: rope scaling = linear 0.01.494.116 I print_info: freq_base_train = 10000000.0 0.01.494.117 I print_info: freq_scale_train = 1 0.01.494.117 I print_info: freq_base_swa = 10000.0 0.01.494.117 I print_info: freq_scale_swa = 1 0.01.494.118 I print_info: n_embd_head_k_swa = 192 0.01.494.118 I print_info: n_embd_head_v_swa = 128 0.01.494.118 I print_info: n_rot_swa = 64 0.01.494.118 I print_info: n_ctx_orig_yarn = 1048576 0.01.494.118 I print_info: rope_yarn_log_mul = 0.0000 0.01.494.118 I print_info: rope_finetuned = unknown 0.01.494.119 I print_info: model type = ?B 0.01.494.120 I print_info: model params = 1.02 T 0.01.494.120 I print_info: general.name = MiMo V2.6 Pro MOPD 0.01.494.121 I print_info: vocab type = BPE 0.01.494.121 I print_info: n_vocab = 152576 0.01.494.122 I print_info: n_merges = 151387 0.01.494.122 I print_info: BOS token = 11 ',' 0.01.494.122 I print_info: EOS token = 151645 '<|im_end|>' 0.01.494.122 I print_info: EOT token = 151645 '<|im_end|>' 0.01.494.122 I print_info: PAD token = 151643 '<|endoftext|>' 0.01.494.122 I print_info: LF token = 198 'Ċ' 0.01.494.122 I print_info: FIM PRE token = 151659 '<|fim_prefix|>' 0.01.494.123 I print_info: FIM SUF token = 151661 '<|fim_suffix|>' 0.01.494.123 I print_info: FIM MID token = 151660 '<|fim_middle|>' 0.01.494.123 I print_info: FIM PAD token = 151662 '<|fim_pad|>' 0.01.494.123 I print_info: FIM REP token = 151663 '<|repo_name|>' 0.01.494.123 I print_info: FIM SEP token = 151664 '<|file_sep|>' 0.01.494.123 I print_info: EOG token = 128247 '' 0.01.494.123 I print_info: EOG token = 151643 '<|endoftext|>' 0.01.494.123 I print_info: EOG token = 151645 '<|im_end|>' 0.01.494.124 I print_info: EOG token = 151662 '<|fim_pad|>' 0.01.494.124 I print_info: EOG token = 151663 '<|repo_name|>' 0.01.494.124 I print_info: EOG token = 151664 '<|file_sep|>' 0.01.494.124 I print_info: max token length = 256 0.01.494.361 I load_tensors: loading model tensors, this can take a while... (load_mode = mmap) 0.01.496.284 W model has unused tensor blk.70.attn_qkv.weight (size = 136765440 bytes) -- ignoring 0.01.496.304 W model has unused tensor blk.70.attn_output.weight (size = 82575360 bytes) -- ignoring 0.01.496.306 W model has unused tensor blk.70.attn_norm.weight (size = 24576 bytes) -- ignoring 0.01.496.308 W model has unused tensor blk.70.attn_sinks.weight (size = 512 bytes) -- ignoring 0.01.496.309 W model has unused tensor blk.70.ffn_norm.weight (size = 24576 bytes) -- ignoring 0.01.496.311 W model has unused tensor blk.70.ffn_gate.weight (size = 82575360 bytes) -- ignoring 0.01.496.313 W model has unused tensor blk.70.ffn_down.weight (size = 82575360 bytes) -- ignoring 0.01.496.314 W model has unused tensor blk.70.ffn_up.weight (size = 82575360 bytes) -- ignoring 0.01.496.324 W model has unused tensor blk.70.nextn.eh_proj.weight (size = 80216064 bytes) -- ignoring 0.01.496.326 W model has unused tensor blk.70.nextn.enorm.weight (size = 24576 bytes) -- ignoring 0.01.496.328 W model has unused tensor blk.70.nextn.hnorm.weight (size = 24576 bytes) -- ignoring 0.01.496.335 W model has unused tensor blk.70.layer_output_norm.weight (size = 24576 bytes) -- ignoring 0.01.496.337 W model has unused tensor blk.71.attn_qkv.weight (size = 136765440 bytes) -- ignoring 0.01.496.348 W model has unused tensor blk.71.attn_output.weight (size = 82575360 bytes) -- ignoring 0.01.496.352 W model has unused tensor blk.71.attn_norm.weight (size = 24576 bytes) -- ignoring 0.01.496.353 W model has unused tensor blk.71.attn_sinks.weight (size = 512 bytes) -- ignoring 0.01.496.355 W model has unused tensor blk.71.ffn_norm.weight (size = 24576 bytes) -- ignoring 0.01.496.357 W model has unused tensor blk.71.ffn_gate.weight (size = 82575360 bytes) -- ignoring 0.01.496.359 W model has unused tensor blk.71.ffn_down.weight (size = 82575360 bytes) -- ignoring 0.01.496.360 W model has unused tensor blk.71.ffn_up.weight (size = 82575360 bytes) -- ignoring 0.01.496.369 W model has unused tensor blk.71.nextn.eh_proj.weight (size = 80216064 bytes) -- ignoring 0.01.496.371 W model has unused tensor blk.71.nextn.enorm.weight (size = 24576 bytes) -- ignoring 0.01.496.373 W model has unused tensor blk.71.nextn.hnorm.weight (size = 24576 bytes) -- ignoring 0.01.496.379 W model has unused tensor blk.71.layer_output_norm.weight (size = 24576 bytes) -- ignoring 0.01.496.388 W model has unused tensor blk.72.attn_qkv.weight (size = 136765440 bytes) -- ignoring 0.01.496.399 W model has unused tensor blk.72.attn_output.weight (size = 82575360 bytes) -- ignoring 0.01.496.401 W model has unused tensor blk.72.attn_norm.weight (size = 24576 bytes) -- ignoring 0.01.496.403 W model has unused tensor blk.72.attn_sinks.weight (size = 512 bytes) -- ignoring 0.01.496.406 W model has unused tensor blk.72.ffn_norm.weight (size = 24576 bytes) -- ignoring 0.01.496.407 W model has unused tensor blk.72.ffn_gate.weight (size = 82575360 bytes) -- ignoring 0.01.496.409 W model has unused tensor blk.72.ffn_down.weight (size = 82575360 bytes) -- ignoring 0.01.496.411 W model has unused tensor blk.72.ffn_up.weight (size = 82575360 bytes) -- ignoring 0.01.496.420 W model has unused tensor blk.72.nextn.eh_proj.weight (size = 80216064 bytes) -- ignoring 0.01.496.422 W model has unused tensor blk.72.nextn.enorm.weight (size = 24576 bytes) -- ignoring 0.01.496.424 W model has unused tensor blk.72.nextn.hnorm.weight (size = 24576 bytes) -- ignoring 0.01.496.440 W model has unused tensor blk.72.layer_output_norm.weight (size = 24576 bytes) -- ignoring 1.35.433.637 I load_tensors: offloading output layer to GPU 1.35.433.647 I load_tensors: offloading 72 repeating layers to GPU 1.35.433.647 I load_tensors: offloaded 74/74 layers to GPU 1.35.433.654 I load_tensors: CPU_Mapped model buffer size = 949.88 MiB 1.35.433.655 I load_tensors: CUDA0 model buffer size = 42477.53 MiB 1.35.433.656 I load_tensors: CUDA1 model buffer size = 43472.06 MiB 1.35.433.656 I load_tensors: CUDA2 model buffer size = 34400.06 MiB 1.35.433.657 I load_tensors: CUDA3 model buffer size = 37928.06 MiB 1.35.433.657 I load_tensors: CUDA4 model buffer size = 43582.28 MiB 1.35.433.658 I load_tensors: CUDA5 model buffer size = 39224.06 MiB 1.35.433.658 I load_tensors: CUDA6 model buffer size = 39224.06 MiB 1.35.433.658 I load_tensors: CUDA7 model buffer size = 21949.04 MiB .................................................................................................... 1.49.990.014 I cmn common_init_: added logit bias = -inf 1.49.990.118 I cmn common_init_: added <|endoftext|> logit bias = -inf 1.49.990.126 I cmn common_init_: added <|im_end|> logit bias = -inf 1.49.990.126 I cmn common_init_: added <|fim_pad|> logit bias = -inf 1.49.990.126 I cmn common_init_: added <|repo_name|> logit bias = -inf 1.49.990.127 I cmn common_init_: added <|file_sep|> logit bias = -inf 1.49.990.411 I llama_context: constructing llama_context 1.49.990.421 I llama_context: n_seq_max = 16 1.49.990.421 I llama_context: n_ctx = 8192 1.49.990.422 I llama_context: n_ctx_seq = 512 1.49.990.422 I llama_context: n_batch = 8192 1.49.990.422 I llama_context: n_ubatch = 8192 1.49.990.422 I llama_context: causal_attn = 1 1.49.990.423 I llama_context: flash_attn = enabled 1.49.990.423 I llama_context: kv_unified = false 1.49.990.426 I llama_context: freq_base = 10000000.0 1.49.990.426 I llama_context: freq_scale = 1 1.49.990.427 I llama_context: n_rs_seq = 0 1.49.990.427 I llama_context: n_outputs_max = 8192 1.49.990.427 I llama_context: n_outputs_max_per_seq = 1 1.49.990.427 I llama_context: n_ctx_seq (512) < n_ctx_train (1048576) -- the full capacity of the model will not be utilized 1.49.994.020 I llama_context: CUDA_Host output buffer size = 9.31 MiB 1.49.994.033 I llama_kv_cache_iswa: creating non-SWA KV cache, size = 512 cells 1.49.994.366 I llama_kv_cache: CUDA0 KV buffer size = 80.00 MiB 1.49.994.610 I llama_kv_cache: CUDA1 KV buffer size = 40.00 MiB 1.49.994.823 I llama_kv_cache: CUDA2 KV buffer size = 40.00 MiB 1.49.995.022 I llama_kv_cache: CUDA3 KV buffer size = 40.00 MiB 1.49.995.249 I llama_kv_cache: CUDA4 KV buffer size = 40.00 MiB 1.49.995.448 I llama_kv_cache: CUDA5 KV buffer size = 80.00 MiB 1.49.995.651 I llama_kv_cache: CUDA6 KV buffer size = 40.00 MiB 1.49.995.864 I llama_kv_cache: CUDA7 KV buffer size = 40.00 MiB 1.49.995.904 I llama_kv_cache: size = 400.00 MiB ( 512 cells, 10 layers, 16/16 seqs), K (f16): 240.00 MiB, V (f16): 160.00 MiB 1.49.995.914 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 192 1.49.995.915 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128 1.49.995.916 I llama_kv_cache_iswa: creating SWA KV cache, size = 512 cells 1.49.999.635 I llama_kv_cache: CUDA0 KV buffer size = 320.00 MiB 1.49.999.995 I llama_kv_cache: CUDA1 KV buffer size = 320.00 MiB 1.50.000.377 I llama_kv_cache: CUDA2 KV buffer size = 320.00 MiB 1.50.000.732 I llama_kv_cache: CUDA3 KV buffer size = 320.00 MiB 1.50.001.088 I llama_kv_cache: CUDA4 KV buffer size = 360.00 MiB 1.50.001.476 I llama_kv_cache: CUDA5 KV buffer size = 280.00 MiB 1.50.001.821 I llama_kv_cache: CUDA6 KV buffer size = 320.00 MiB 1.50.002.182 I llama_kv_cache: CUDA7 KV buffer size = 160.00 MiB 1.50.002.286 I llama_kv_cache: size = 2400.00 MiB ( 512 cells, 60 layers, 16/16 seqs), K (f16): 1440.00 MiB, V (f16): 960.00 MiB 1.50.002.294 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 192 1.50.002.294 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128 1.50.002.378 I llama_context: pipeline parallelism enabled 1.50.002.385 I sched_reserve: reserving ... 1.50.003.299 I resolve_fused_ops: resolving fused DeepSeek V4 HC support: 1.50.004.263 I resolve_fused_ops: fused DeepSeek V4 HC pre enabled 1.50.005.031 I resolve_fused_ops: fused DeepSeek V4 HC comb enabled 1.50.009.871 I resolve_fused_ops: fused DeepSeek V4 HC post enabled 1.50.130.690 I sched_reserve: CUDA0 compute buffer size = 4801.12 MiB 1.50.130.703 I sched_reserve: CUDA1 compute buffer size = 4801.12 MiB 1.50.130.704 I sched_reserve: CUDA2 compute buffer size = 4801.12 MiB 1.50.130.704 I sched_reserve: CUDA3 compute buffer size = 4801.12 MiB 1.50.130.705 I sched_reserve: CUDA4 compute buffer size = 4801.12 MiB 1.50.130.705 I sched_reserve: CUDA5 compute buffer size = 4801.12 MiB 1.50.130.705 I sched_reserve: CUDA6 compute buffer size = 4801.12 MiB 1.50.130.706 I sched_reserve: CUDA7 compute buffer size = 5793.25 MiB 1.50.130.706 I sched_reserve: CUDA_Host compute buffer size = 449.38 MiB 1.50.130.707 I sched_reserve: graph nodes = 4247 1.50.130.707 I sched_reserve: graph splits = 9 1.50.130.708 I sched_reserve: reserve took 128.32 ms, sched copies = 4 1.50.130.848 I cmn init: llama threadpool init, n_threads = 48 1.50.130.898 I cmn common_init_: warming up the model with an empty run - please wait ... (--no-warmup to disable) 1.50.283.117 I 1.50.283.228 I system_info: n_threads = 48 (n_threads_batch = 48) / 56 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | FA_QUANTS = q4_0-q4_0,q8_0-q8_0,f16-f16,bf16-bf16 | 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 | 1.51.816.002 I kl_divergence: computing over 584 chunks, n_ctx=512, batch_size=8192, n_seq=16 1.59.295.644 I kl_divergence: 7.48 seconds per pass - ETA 4.55 minutes chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p 1 1.9029 ± 0.1486 0.29373 ± 0.05746 0.30548 ± 0.04650 25.443 ± 2.150 % 84.706 ± 2.258 % 2 2.8661 ± 0.2310 0.20051 ± 0.03581 0.25155 ± 0.02640 20.472 ± 1.472 % 82.549 ± 1.682 % 3 2.5657 ± 0.1660 0.18921 ± 0.03034 0.24419 ± 0.02436 20.652 ± 1.243 % 85.621 ± 1.269 % 4 2.3990 ± 0.1258 0.22866 ± 0.02811 0.28812 ± 0.02227 22.396 ± 1.045 % 85.392 ± 1.106 % 5 2.3282 ± 0.1067 0.24173 ± 0.02628 0.32711 ± 0.02104 24.565 ± 0.912 % 83.843 ± 1.031 % 6 2.4107 ± 0.1029 0.28242 ± 0.02540 0.36267 ± 0.01965 25.579 ± 0.816 % 82.222 ± 0.978 % 7 2.4666 ± 0.0972 0.28174 ± 0.02381 0.37555 ± 0.01780 26.026 ± 0.741 % 80.896 ± 0.931 % 8 2.5321 ± 0.0943 0.30154 ± 0.02337 0.40340 ± 0.01743 26.795 ± 0.695 % 80.147 ± 0.883 % 9 2.5649 ± 0.0898 0.30906 ± 0.02257 0.43371 ± 0.01712 27.590 ± 0.652 % 79.216 ± 0.847 % 10 2.6425 ± 0.0890 0.32359 ± 0.02178 0.46057 ± 0.01662 27.980 ± 0.614 % 78.627 ± 0.812 % 11 2.6581 ± 0.0848 0.33370 ± 0.02077 0.46998 ± 0.01589 27.988 ± 0.583 % 78.431 ± 0.777 % 12 2.8341 ± 0.0903 0.31835 ± 0.01937 0.44664 ± 0.01470 27.084 ± 0.558 % 78.824 ± 0.739 % 13 3.1095 ± 0.0991 0.30687 ± 0.01823 0.42708 ± 0.01365 26.205 ± 0.536 % 79.065 ± 0.707 % 14 3.0535 ± 0.0925 0.28716 ± 0.01718 0.40995 ± 0.01285 25.597 ± 0.516 % 79.468 ± 0.676 % 15 3.1293 ± 0.0926 0.27211 ± 0.01622 0.39017 ± 0.01207 24.840 ± 0.499 % 80.052 ± 0.646 % 16 3.2646 ± 0.0962 0.26416 ± 0.01561 0.37885 ± 0.01171 24.402 ± 0.486 % 80.294 ± 0.623 % 17 3.1968 ± 0.0904 0.25136 ± 0.01476 0.36164 ± 0.01111 23.795 ± 0.471 % 80.877 ± 0.597 % 18 3.2857 ± 0.0915 0.23984 ± 0.01404 0.34749 ± 0.01054 23.211 ± 0.458 % 81.046 ± 0.579 % 19 3.2870 ± 0.0895 0.22993 ± 0.01341 0.33609 ± 0.01004 22.712 ± 0.445 % 81.383 ± 0.559 % 20 3.2158 ± 0.0844 0.23443 ± 0.01316 0.34019 ± 0.00984 22.967 ± 0.433 % 81.314 ± 0.546 % 21 3.1674 ± 0.0807 0.23325 ± 0.01277 0.33595 ± 0.00951 22.763 ± 0.421 % 81.587 ± 0.530 % 22 3.2266 ± 0.0811 0.22386 ± 0.01234 0.32652 ± 0.00911 22.357 ± 0.411 % 81.800 ± 0.515 % 23 3.1589 ± 0.0768 0.22018 ± 0.01193 0.32047 ± 0.00880 22.148 ± 0.400 % 82.029 ± 0.501 % 24 3.0693 ± 0.0722 0.21438 ± 0.01154 0.31174 ± 0.00850 21.915 ± 0.392 % 82.369 ± 0.487 % 25 3.0114 ± 0.0688 0.21048 ± 0.01123 0.30610 ± 0.00821 21.745 ± 0.383 % 82.635 ± 0.474 % 26 2.9597 ± 0.0659 0.20612 ± 0.01094 0.30155 ± 0.00795 21.579 ± 0.375 % 82.851 ± 0.463 % 27 2.9087 ± 0.0631 0.20157 ± 0.01063 0.29566 ± 0.00769 21.377 ± 0.366 % 83.050 ± 0.452 % 28 2.8813 ± 0.0611 0.20032 ± 0.01038 0.29169 ± 0.00746 21.199 ± 0.359 % 83.165 ± 0.443 % 29 2.9339 ± 0.0619 0.19487 ± 0.01009 0.28553 ± 0.00722 20.922 ± 0.352 % 83.272 ± 0.434 % 30 2.9222 ± 0.0605 0.19155 ± 0.00990 0.28256 ± 0.00702 20.750 ± 0.344 % 83.281 ± 0.427 % 31 2.9294 ± 0.0595 0.18717 ± 0.00967 0.27897 ± 0.00682 20.578 ± 0.337 % 83.264 ± 0.420 % 32 2.9669 ± 0.0599 0.18257 ± 0.00945 0.27491 ± 0.00662 20.357 ± 0.331 % 83.162 ± 0.414 % 33 2.9613 ± 0.0588 0.17893 ± 0.00923 0.27119 ± 0.00646 20.203 ± 0.326 % 83.268 ± 0.407 % 34 2.9711 ± 0.0580 0.17713 ± 0.00903 0.26918 ± 0.00630 20.103 ± 0.320 % 83.253 ± 0.401 % 35 3.0040 ± 0.0579 0.17317 ± 0.00887 0.26737 ± 0.00615 19.963 ± 0.314 % 83.171 ± 0.396 % 36 3.0644 ± 0.0586 0.17074 ± 0.00870 0.26503 ± 0.00600 19.805 ± 0.309 % 83.007 ± 0.392 % 37 3.1154 ± 0.0592 0.17016 ± 0.00856 0.26375 ± 0.00587 19.673 ± 0.304 % 82.936 ± 0.387 % 38 3.1373 ± 0.0591 0.16782 ± 0.00844 0.26278 ± 0.00579 19.587 ± 0.299 % 82.972 ± 0.382 % 39 3.1542 ± 0.0587 0.16299 ± 0.00825 0.25830 ± 0.00565 19.360 ± 0.295 % 83.107 ± 0.376 % 40 3.1942 ± 0.0592 0.16152 ± 0.00810 0.25457 ± 0.00552 19.185 ± 0.291 % 83.216 ± 0.370 % 41 3.2338 ± 0.0594 0.15988 ± 0.00795 0.25113 ± 0.00541 19.011 ± 0.287 % 83.242 ± 0.365 % 42 3.2531 ± 0.0590 0.15653 ± 0.00780 0.24827 ± 0.00529 18.859 ± 0.283 % 83.240 ± 0.361 % 43 3.2851 ± 0.0590 0.15495 ± 0.00767 0.24525 ± 0.00518 18.737 ± 0.280 % 83.274 ± 0.356 % 44 3.2915 ± 0.0584 0.15228 ± 0.00755 0.24298 ± 0.00508 18.619 ± 0.276 % 83.316 ± 0.352 % 45 3.3100 ± 0.0582 0.14865 ± 0.00742 0.24027 ± 0.00497 18.473 ± 0.272 % 83.425 ± 0.347 % 46 3.3368 ± 0.0584 0.14528 ± 0.00729 0.23694 ± 0.00487 18.303 ± 0.269 % 83.546 ± 0.342 % 47 3.4268 ± 0.0601 0.14294 ± 0.00718 0.23497 ± 0.00478 18.167 ± 0.266 % 83.479 ± 0.339 % 48 3.4888 ± 0.0610 0.14089 ± 0.00705 0.23180 ± 0.00469 18.006 ± 0.263 % 83.448 ± 0.336 % 49 3.4871 ± 0.0604 0.13965 ± 0.00698 0.23290 ± 0.00466 18.079 ± 0.260 % 83.385 ± 0.333 % 50 3.4635 ± 0.0593 0.14470 ± 0.00698 0.23841 ± 0.00468 18.483 ± 0.260 % 83.318 ± 0.330 % 51 3.4645 ± 0.0586 0.15151 ± 0.00703 0.24600 ± 0.00475 18.816 ± 0.257 % 83.099 ± 0.329 % 52 3.4808 ± 0.0584 0.15172 ± 0.00696 0.24604 ± 0.00467 18.775 ± 0.254 % 83.047 ± 0.326 % 53 3.5199 ± 0.0586 0.15055 ± 0.00687 0.24396 ± 0.00459 18.646 ± 0.252 % 82.960 ± 0.323 % 54 3.5481 ± 0.0586 0.14967 ± 0.00678 0.24250 ± 0.00452 18.555 ± 0.249 % 82.999 ± 0.320 % 55 3.5653 ± 0.0584 0.14809 ± 0.00669 0.24104 ± 0.00445 18.440 ± 0.247 % 82.980 ± 0.317 % 56 3.5889 ± 0.0584 0.14544 ± 0.00660 0.23957 ± 0.00438 18.334 ± 0.244 % 83.039 ± 0.314 % 57 3.5942 ± 0.0580 0.14507 ± 0.00653 0.23880 ± 0.00431 18.276 ± 0.241 % 83.020 ± 0.311 % 58 3.6242 ± 0.0581 0.14436 ± 0.00645 0.23703 ± 0.00424 18.170 ± 0.239 % 82.989 ± 0.309 % 59 3.6414 ± 0.0578 0.14368 ± 0.00638 0.23632 ± 0.00418 18.103 ± 0.236 % 83.011 ± 0.306 % 60 3.6624 ± 0.0577 0.14215 ± 0.00630 0.23541 ± 0.00412 18.025 ± 0.234 % 82.974 ± 0.304 % 61 3.6924 ± 0.0580 0.14165 ± 0.00623 0.23464 ± 0.00406 17.943 ± 0.231 % 82.842 ± 0.302 % 62 3.7180 ± 0.0580 0.14048 ± 0.00616 0.23355 ± 0.00400 17.842 ± 0.229 % 82.821 ± 0.300 % 63 3.7432 ± 0.0580 0.13801 ± 0.00610 0.23279 ± 0.00395 17.763 ± 0.227 % 82.776 ± 0.298 % 64 3.7722 ± 0.0581 0.13797 ± 0.00608 0.23320 ± 0.00391 17.697 ± 0.225 % 82.665 ± 0.296 % 65 3.8158 ± 0.0585 0.13670 ± 0.00602 0.23181 ± 0.00385 17.595 ± 0.223 % 82.618 ± 0.294 % 66 3.8418 ± 0.0587 0.13625 ± 0.00596 0.23161 ± 0.00380 17.563 ± 0.220 % 82.573 ± 0.292 % 67 3.8800 ± 0.0589 0.13475 ± 0.00591 0.23046 ± 0.00375 17.475 ± 0.218 % 82.628 ± 0.290 % 68 3.8837 ± 0.0584 0.13361 ± 0.00585 0.23010 ± 0.00371 17.424 ± 0.216 % 82.624 ± 0.288 % 69 3.8965 ± 0.0581 0.13297 ± 0.00581 0.23057 ± 0.00367 17.388 ± 0.214 % 82.563 ± 0.286 % 70 3.8770 ± 0.0573 0.13486 ± 0.00580 0.23220 ± 0.00364 17.461 ± 0.212 % 82.538 ± 0.284 % 71 3.8860 ± 0.0570 0.13545 ± 0.00579 0.23413 ± 0.00363 17.485 ± 0.210 % 82.458 ± 0.283 % 72 3.9159 ± 0.0571 0.13618 ± 0.00575 0.23496 ± 0.00359 17.477 ± 0.208 % 82.429 ± 0.281 % 73 3.9344 ± 0.0571 0.13788 ± 0.00571 0.23553 ± 0.00357 17.523 ± 0.207 % 82.380 ± 0.279 % 74 3.9337 ± 0.0567 0.14032 ± 0.00571 0.23806 ± 0.00357 17.651 ± 0.205 % 82.273 ± 0.278 % 75 3.9252 ± 0.0561 0.14038 ± 0.00565 0.23706 ± 0.00353 17.609 ± 0.204 % 82.311 ± 0.276 % 76 3.9252 ± 0.0558 0.14036 ± 0.00561 0.23628 ± 0.00350 17.546 ± 0.202 % 82.337 ± 0.274 % 77 3.9420 ± 0.0558 0.13980 ± 0.00558 0.23596 ± 0.00349 17.505 ± 0.201 % 82.368 ± 0.272 % 78 3.9384 ± 0.0554 0.14100 ± 0.00556 0.23664 ± 0.00349 17.512 ± 0.200 % 82.398 ± 0.270 % 79 3.8982 ± 0.0545 0.14180 ± 0.00556 0.23754 ± 0.00353 17.588 ± 0.200 % 82.492 ± 0.268 % 80 3.8749 ± 0.0537 0.14648 ± 0.00556 0.24118 ± 0.00356 17.829 ± 0.200 % 82.441 ± 0.266 % 81 3.8495 ± 0.0530 0.14819 ± 0.00555 0.24287 ± 0.00355 17.943 ± 0.198 % 82.406 ± 0.265 % 82 3.8526 ± 0.0527 0.15074 ± 0.00554 0.24584 ± 0.00355 18.018 ± 0.197 % 82.291 ± 0.264 % 83 3.8323 ± 0.0520 0.15247 ± 0.00552 0.24732 ± 0.00353 18.101 ± 0.195 % 82.225 ± 0.263 % 84 3.8238 ± 0.0514 0.15432 ± 0.00551 0.24914 ± 0.00351 18.208 ± 0.194 % 82.180 ± 0.261 % 85 3.8230 ± 0.0511 0.15748 ± 0.00551 0.25242 ± 0.00353 18.313 ± 0.192 % 82.095 ± 0.260 % 86 3.8712 ± 0.0518 0.15867 ± 0.00551 0.25272 ± 0.00351 18.291 ± 0.191 % 82.052 ± 0.259 % 87 3.8674 ± 0.0514 0.16162 ± 0.00551 0.25549 ± 0.00350 18.422 ± 0.190 % 81.970 ± 0.258 % 88 3.8512 ± 0.0508 0.16482 ± 0.00552 0.25949 ± 0.00355 18.608 ± 0.189 % 81.885 ± 0.257 % 89 3.8511 ± 0.0505 0.16715 ± 0.00551 0.26113 ± 0.00353 18.641 ± 0.187 % 81.771 ± 0.256 % 90 3.8355 ± 0.0499 0.16895 ± 0.00550 0.26284 ± 0.00352 18.724 ± 0.186 % 81.725 ± 0.255 % 91 3.8493 ± 0.0498 0.17190 ± 0.00550 0.26611 ± 0.00352 18.783 ± 0.184 % 81.586 ± 0.254 % 92 3.8431 ± 0.0494 0.17494 ± 0.00548 0.26832 ± 0.00351 18.875 ± 0.183 % 81.496 ± 0.254 % 93 3.8511 ± 0.0492 0.17842 ± 0.00549 0.27082 ± 0.00350 18.959 ± 0.182 % 81.387 ± 0.253 % 94 3.8577 ± 0.0491 0.18095 ± 0.00549 0.27269 ± 0.00349 19.005 ± 0.181 % 81.302 ± 0.252 % 95 3.8476 ± 0.0486 0.18220 ± 0.00547 0.27551 ± 0.00349 19.109 ± 0.180 % 81.205 ± 0.251 % 96 3.8403 ± 0.0482 0.18380 ± 0.00545 0.27721 ± 0.00349 19.191 ± 0.179 % 81.164 ± 0.250 % 97 3.8302 ± 0.0478 0.18495 ± 0.00543 0.27793 ± 0.00346 19.222 ± 0.178 % 81.124 ± 0.249 % 98 3.8363 ± 0.0476 0.18600 ± 0.00543 0.27978 ± 0.00345 19.260 ± 0.177 % 81.028 ± 0.248 % 99 3.8294 ± 0.0472 0.18578 ± 0.00540 0.27993 ± 0.00343 19.263 ± 0.175 % 81.010 ± 0.247 % 100 3.8496 ± 0.0473 0.18642 ± 0.00539 0.28121 ± 0.00341 19.263 ± 0.175 % 80.929 ± 0.246 % 101 3.8713 ± 0.0475 0.18597 ± 0.00535 0.28037 ± 0.00338 19.222 ± 0.174 % 80.897 ± 0.245 % 102 3.8756 ± 0.0474 0.18679 ± 0.00533 0.28060 ± 0.00336 19.192 ± 0.172 % 80.869 ± 0.244 % 103 3.8719 ± 0.0471 0.18882 ± 0.00531 0.28131 ± 0.00334 19.217 ± 0.171 % 80.841 ± 0.243 % 104 3.8703 ± 0.0468 0.18969 ± 0.00529 0.28127 ± 0.00332 19.206 ± 0.170 % 80.848 ± 0.242 % 105 3.8723 ± 0.0467 0.18870 ± 0.00526 0.28072 ± 0.00330 19.174 ± 0.169 % 80.874 ± 0.240 % 106 3.8800 ± 0.0466 0.18730 ± 0.00522 0.27941 ± 0.00327 19.118 ± 0.168 % 80.899 ± 0.239 % 107 3.9079 ± 0.0468 0.18625 ± 0.00518 0.27821 ± 0.00324 19.055 ± 0.168 % 80.913 ± 0.238 % 108 3.9291 ± 0.0469 0.18568 ± 0.00515 0.27847 ± 0.00322 19.036 ± 0.167 % 80.846 ± 0.237 % 109 3.9394 ± 0.0469 0.18464 ± 0.00512 0.27834 ± 0.00320 19.005 ± 0.166 % 80.845 ± 0.236 % 110 3.9699 ± 0.0472 0.18325 ± 0.00509 0.27734 ± 0.00317 18.939 ± 0.165 % 80.859 ± 0.235 % 111 4.0251 ± 0.0480 0.18267 ± 0.00505 0.27631 ± 0.00315 18.873 ± 0.164 % 80.890 ± 0.234 % 112 4.0276 ± 0.0478 0.18246 ± 0.00503 0.27582 ± 0.00313 18.867 ± 0.164 % 80.896 ± 0.233 % 113 4.0242 ± 0.0476 0.18185 ± 0.00499 0.27469 ± 0.00311 18.821 ± 0.163 % 80.937 ± 0.231 % 114 4.0636 ± 0.0481 0.18045 ± 0.00496 0.27317 ± 0.00309 18.754 ± 0.162 % 80.974 ± 0.230 % 115 4.0833 ± 0.0482 0.17914 ± 0.00492 0.27193 ± 0.00306 18.692 ± 0.161 % 80.968 ± 0.229 % 116 4.0696 ± 0.0478 0.18005 ± 0.00491 0.27313 ± 0.00307 18.802 ± 0.162 % 80.963 ± 0.228 % 117 4.0679 ± 0.0475 0.18055 ± 0.00488 0.27297 ± 0.00305 18.777 ± 0.161 % 80.952 ± 0.227 % 118 4.0687 ± 0.0473 0.17995 ± 0.00485 0.27205 ± 0.00303 18.719 ± 0.160 % 80.994 ± 0.226 % 119 4.0621 ± 0.0470 0.17872 ± 0.00482 0.27101 ± 0.00301 18.665 ± 0.159 % 81.035 ± 0.225 % 120 4.0634 ± 0.0468 0.17961 ± 0.00481 0.27144 ± 0.00299 18.680 ± 0.158 % 81.013 ± 0.224 % 121 4.0587 ± 0.0465 0.17969 ± 0.00478 0.27080 ± 0.00298 18.657 ± 0.158 % 81.057 ± 0.223 % 122 4.0665 ± 0.0465 0.17930 ± 0.00475 0.26980 ± 0.00295 18.611 ± 0.157 % 81.096 ± 0.222 % 123 4.0553 ± 0.0461 0.17826 ± 0.00472 0.26872 ± 0.00294 18.563 ± 0.156 % 81.148 ± 0.221 % 124 4.0427 ± 0.0457 0.17758 ± 0.00469 0.26756 ± 0.00292 18.514 ± 0.156 % 81.218 ± 0.220 % 125 4.0384 ± 0.0455 0.17712 ± 0.00467 0.26765 ± 0.00290 18.491 ± 0.155 % 81.202 ± 0.219 % 126 4.0375 ± 0.0453 0.17642 ± 0.00465 0.26687 ± 0.00288 18.442 ± 0.154 % 81.186 ± 0.218 % 127 4.0176 ± 0.0448 0.17564 ± 0.00462 0.26611 ± 0.00287 18.432 ± 0.153 % 81.229 ± 0.217 % 128 4.0180 ± 0.0446 0.17495 ± 0.00460 0.26532 ± 0.00285 18.388 ± 0.153 % 81.256 ± 0.216 % 129 4.0053 ± 0.0443 0.17502 ± 0.00457 0.26507 ± 0.00283 18.374 ± 0.152 % 81.271 ± 0.215 % 130 3.9919 ± 0.0439 0.17444 ± 0.00455 0.26393 ± 0.00282 18.326 ± 0.152 % 81.324 ± 0.214 % 131 3.9831 ± 0.0436 0.17364 ± 0.00452 0.26288 ± 0.00280 18.280 ± 0.151 % 81.353 ± 0.213 % 132 3.9762 ± 0.0433 0.17354 ± 0.00450 0.26209 ± 0.00278 18.242 ± 0.150 % 81.390 ± 0.212 % 133 3.9786 ± 0.0432 0.17352 ± 0.00447 0.26142 ± 0.00276 18.203 ± 0.150 % 81.395 ± 0.211 % 134 3.9819 ± 0.0431 0.17283 ± 0.00445 0.26091 ± 0.00275 18.179 ± 0.149 % 81.396 ± 0.211 % 135 3.9878 ± 0.0429 0.17203 ± 0.00443 0.26004 ± 0.00273 18.133 ± 0.148 % 81.380 ± 0.210 % 136 3.9934 ± 0.0428 0.17106 ± 0.00440 0.25891 ± 0.00271 18.077 ± 0.148 % 81.422 ± 0.209 % 137 3.9907 ± 0.0426 0.17039 ± 0.00437 0.25791 ± 0.00269 18.029 ± 0.147 % 81.468 ± 0.208 % 138 3.9875 ± 0.0424 0.16948 ± 0.00435 0.25667 ± 0.00267 17.978 ± 0.147 % 81.492 ± 0.207 % 139 3.9981 ± 0.0424 0.16876 ± 0.00432 0.25550 ± 0.00265 17.927 ± 0.146 % 81.512 ± 0.206 % 140 3.9848 ± 0.0421 0.17019 ± 0.00432 0.25743 ± 0.00267 18.024 ± 0.146 % 81.487 ± 0.206 % 141 3.9739 ± 0.0418 0.16949 ± 0.00431 0.25850 ± 0.00267 18.044 ± 0.145 % 81.457 ± 0.205 % 142 3.9738 ± 0.0417 0.17041 ± 0.00432 0.26055 ± 0.00268 18.101 ± 0.145 % 81.414 ± 0.204 % 143 3.9754 ± 0.0415 0.17114 ± 0.00431 0.26086 ± 0.00267 18.118 ± 0.144 % 81.404 ± 0.204 % 144 3.9865 ± 0.0416 0.17069 ± 0.00429 0.26131 ± 0.00266 18.117 ± 0.144 % 81.386 ± 0.203 % 145 3.9757 ± 0.0413 0.17060 ± 0.00428 0.26109 ± 0.00265 18.121 ± 0.143 % 81.387 ± 0.202 % 146 3.9626 ± 0.0410 0.16987 ± 0.00425 0.26029 ± 0.00263 18.088 ± 0.143 % 81.442 ± 0.201 % 147 3.9527 ± 0.0407 0.16910 ± 0.00423 0.25904 ± 0.00262 18.046 ± 0.142 % 81.481 ± 0.201 % 148 3.9392 ± 0.0404 0.16824 ± 0.00420 0.25804 ± 0.00260 18.007 ± 0.142 % 81.524 ± 0.200 % 149 3.9331 ± 0.0401 0.16741 ± 0.00418 0.25680 ± 0.00259 17.959 ± 0.141 % 81.613 ± 0.199 % 150 3.9215 ± 0.0398 0.16667 ± 0.00416 0.25567 ± 0.00257 17.919 ± 0.141 % 81.689 ± 0.198 % 151 3.9090 ± 0.0396 0.16654 ± 0.00414 0.25543 ± 0.00257 17.917 ± 0.140 % 81.745 ± 0.197 % 152 3.8938 ± 0.0392 0.16681 ± 0.00413 0.25575 ± 0.00257 17.958 ± 0.140 % 81.752 ± 0.196 % 153 3.8923 ± 0.0391 0.16702 ± 0.00412 0.25578 ± 0.00256 17.957 ± 0.140 % 81.728 ± 0.196 % 154 3.8774 ± 0.0387 0.16706 ± 0.00410 0.25538 ± 0.00254 17.956 ± 0.139 % 81.765 ± 0.195 % 155 3.8728 ± 0.0385 0.16821 ± 0.00409 0.25567 ± 0.00254 17.993 ± 0.139 % 81.751 ± 0.194 % 156 3.8593 ± 0.0382 0.16802 ± 0.00408 0.25515 ± 0.00253 17.994 ± 0.138 % 81.792 ± 0.193 % 157 3.8491 ± 0.0380 0.16776 ± 0.00406 0.25441 ± 0.00251 17.978 ± 0.138 % 81.833 ± 0.193 % 158 3.8360 ± 0.0377 0.16715 ± 0.00404 0.25346 ± 0.00250 17.950 ± 0.137 % 81.874 ± 0.192 % 159 3.8250 ± 0.0374 0.16675 ± 0.00402 0.25278 ± 0.00249 17.940 ± 0.137 % 81.909 ± 0.191 % 160 3.8152 ± 0.0371 0.16659 ± 0.00400 0.25214 ± 0.00247 17.918 ± 0.136 % 81.944 ± 0.190 % 161 3.8089 ± 0.0369 0.16650 ± 0.00399 0.25176 ± 0.00246 17.897 ± 0.136 % 81.946 ± 0.190 % 162 3.8062 ± 0.0367 0.16635 ± 0.00397 0.25120 ± 0.00245 17.876 ± 0.135 % 81.944 ± 0.189 % 163 3.7933 ± 0.0365 0.16595 ± 0.00395 0.25054 ± 0.00244 17.852 ± 0.135 % 81.982 ± 0.189 % 164 3.7901 ± 0.0363 0.16627 ± 0.00394 0.25037 ± 0.00243 17.855 ± 0.134 % 81.987 ± 0.188 % 165 3.7877 ± 0.0361 0.16569 ± 0.00392 0.24989 ± 0.00242 17.833 ± 0.134 % 82.006 ± 0.187 % 166 3.7811 ± 0.0359 0.16612 ± 0.00391 0.25001 ± 0.00241 17.843 ± 0.133 % 82.001 ± 0.187 % 167 3.7800 ± 0.0358 0.16612 ± 0.00389 0.24983 ± 0.00240 17.852 ± 0.133 % 81.994 ± 0.186 % 168 3.7922 ± 0.0359 0.16505 ± 0.00388 0.24903 ± 0.00239 17.814 ± 0.133 % 82.026 ± 0.186 % 169 3.7984 ± 0.0359 0.16461 ± 0.00387 0.24912 ± 0.00239 17.816 ± 0.132 % 82.026 ± 0.185 % 170 3.8096 ± 0.0359 0.16433 ± 0.00386 0.24883 ± 0.00238 17.801 ± 0.132 % 82.037 ± 0.184 % 171 3.8191 ± 0.0359 0.16519 ± 0.00386 0.25006 ± 0.00238 17.826 ± 0.131 % 81.986 ± 0.184 % 172 3.8402 ± 0.0361 0.16444 ± 0.00384 0.24951 ± 0.00236 17.790 ± 0.131 % 81.986 ± 0.184 % 173 3.8612 ± 0.0363 0.16386 ± 0.00383 0.24897 ± 0.00235 17.752 ± 0.131 % 81.974 ± 0.183 % 174 3.8662 ± 0.0362 0.16329 ± 0.00381 0.24864 ± 0.00234 17.736 ± 0.130 % 81.968 ± 0.183 % 175 3.8887 ± 0.0364 0.16286 ± 0.00379 0.24834 ± 0.00233 17.709 ± 0.130 % 81.956 ± 0.182 % 176 3.9031 ± 0.0365 0.16254 ± 0.00378 0.24791 ± 0.00232 17.682 ± 0.130 % 81.943 ± 0.182 % 177 3.9244 ± 0.0367 0.16241 ± 0.00377 0.24797 ± 0.00231 17.673 ± 0.129 % 81.923 ± 0.181 % 178 3.9430 ± 0.0369 0.16269 ± 0.00376 0.24824 ± 0.00231 17.654 ± 0.129 % 81.892 ± 0.181 % 179 3.9420 ± 0.0368 0.16269 ± 0.00375 0.24815 ± 0.00230 17.655 ± 0.129 % 81.904 ± 0.180 % 180 3.9331 ± 0.0366 0.16384 ± 0.00375 0.24919 ± 0.00231 17.699 ± 0.128 % 81.895 ± 0.180 % 181 3.9246 ± 0.0364 0.16509 ± 0.00376 0.25060 ± 0.00231 17.784 ± 0.128 % 81.872 ± 0.179 % 182 3.9303 ± 0.0364 0.16609 ± 0.00376 0.25144 ± 0.00231 17.824 ± 0.128 % 81.849 ± 0.179 % 183 3.9177 ± 0.0361 0.16666 ± 0.00375 0.25186 ± 0.00231 17.846 ± 0.128 % 81.869 ± 0.178 % 184 3.9117 ± 0.0360 0.16768 ± 0.00375 0.25281 ± 0.00231 17.894 ± 0.127 % 81.858 ± 0.178 % 185 3.9072 ± 0.0358 0.16971 ± 0.00376 0.25491 ± 0.00233 18.012 ± 0.128 % 81.795 ± 0.178 % 186 3.8962 ± 0.0356 0.17103 ± 0.00376 0.25690 ± 0.00235 18.124 ± 0.128 % 81.750 ± 0.177 % 187 3.8905 ± 0.0355 0.17169 ± 0.00377 0.25817 ± 0.00235 18.183 ± 0.128 % 81.745 ± 0.177 % 188 3.8922 ± 0.0354 0.17137 ± 0.00375 0.25773 ± 0.00234 18.158 ± 0.127 % 81.748 ± 0.176 % 189 3.9071 ± 0.0355 0.17082 ± 0.00373 0.25692 ± 0.00233 18.123 ± 0.127 % 81.753 ± 0.176 % 190 3.9246 ± 0.0356 0.16998 ± 0.00372 0.25618 ± 0.00232 18.083 ± 0.126 % 81.752 ± 0.175 % 191 3.9345 ± 0.0356 0.16941 ± 0.00371 0.25559 ± 0.00231 18.054 ± 0.126 % 81.753 ± 0.175 % 192 3.9454 ± 0.0356 0.16851 ± 0.00369 0.25477 ± 0.00230 18.015 ± 0.126 % 81.771 ± 0.174 % 193 3.9496 ± 0.0356 0.16785 ± 0.00368 0.25402 ± 0.00229 17.982 ± 0.125 % 81.794 ± 0.174 % 194 3.9647 ± 0.0357 0.16731 ± 0.00366 0.25335 ± 0.00228 17.951 ± 0.125 % 81.795 ± 0.173 % 195 3.9786 ± 0.0358 0.16676 ± 0.00365 0.25265 ± 0.00227 17.916 ± 0.125 % 81.792 ± 0.173 % 196 3.9870 ± 0.0358 0.16607 ± 0.00363 0.25186 ± 0.00226 17.879 ± 0.124 % 81.823 ± 0.173 % 197 3.9946 ± 0.0358 0.16568 ± 0.00362 0.25110 ± 0.00225 17.844 ± 0.124 % 81.851 ± 0.172 % 198 3.9911 ± 0.0357 0.16509 ± 0.00360 0.25030 ± 0.00224 17.808 ± 0.124 % 81.893 ± 0.171 % 199 3.9951 ± 0.0356 0.16455 ± 0.00359 0.24961 ± 0.00223 17.775 ± 0.123 % 81.913 ± 0.171 % 200 3.9922 ± 0.0355 0.16383 ± 0.00357 0.24888 ± 0.00222 17.745 ± 0.123 % 81.935 ± 0.170 % 201 3.9966 ± 0.0354 0.16387 ± 0.00356 0.24870 ± 0.00221 17.733 ± 0.122 % 81.941 ± 0.170 % 202 4.0079 ± 0.0355 0.16333 ± 0.00355 0.24832 ± 0.00220 17.706 ± 0.122 % 81.949 ± 0.169 % 203 4.0170 ± 0.0355 0.16290 ± 0.00354 0.24803 ± 0.00220 17.675 ± 0.122 % 81.941 ± 0.169 % 204 4.0341 ± 0.0357 0.16220 ± 0.00353 0.24731 ± 0.00219 17.638 ± 0.122 % 81.961 ± 0.169 % 205 4.0443 ± 0.0357 0.16146 ± 0.00352 0.24667 ± 0.00218 17.610 ± 0.121 % 81.974 ± 0.168 % 206 4.0462 ± 0.0356 0.16145 ± 0.00351 0.24628 ± 0.00217 17.591 ± 0.121 % 81.993 ± 0.168 % 207 4.0614 ± 0.0357 0.16103 ± 0.00349 0.24576 ± 0.00216 17.566 ± 0.121 % 81.997 ± 0.167 % 208 4.0582 ± 0.0356 0.16056 ± 0.00348 0.24510 ± 0.00216 17.539 ± 0.120 % 82.034 ± 0.167 % 209 4.0653 ± 0.0356 0.16022 ± 0.00347 0.24460 ± 0.00215 17.511 ± 0.120 % 82.034 ± 0.166 % 210 4.0595 ± 0.0354 0.16035 ± 0.00347 0.24463 ± 0.00214 17.510 ± 0.120 % 82.026 ± 0.166 % 211 4.0597 ± 0.0353 0.15969 ± 0.00345 0.24430 ± 0.00214 17.488 ± 0.119 % 82.037 ± 0.165 % 212 4.0607 ± 0.0353 0.15948 ± 0.00344 0.24399 ± 0.00213 17.468 ± 0.119 % 82.044 ± 0.165 % 213 4.0644 ± 0.0352 0.15873 ± 0.00343 0.24336 ± 0.00212 17.442 ± 0.119 % 82.066 ± 0.165 % 214 4.0641 ± 0.0351 0.15816 ± 0.00342 0.24269 ± 0.00211 17.418 ± 0.118 % 82.087 ± 0.164 % 215 4.0598 ± 0.0350 0.15763 ± 0.00340 0.24210 ± 0.00211 17.395 ± 0.118 % 82.110 ± 0.164 % 216 4.0605 ± 0.0349 0.15720 ± 0.00339 0.24160 ± 0.00210 17.374 ± 0.118 % 82.119 ± 0.163 % 217 4.0638 ± 0.0349 0.15643 ± 0.00338 0.24100 ± 0.00209 17.344 ± 0.118 % 82.120 ± 0.163 % 218 4.0670 ± 0.0348 0.15606 ± 0.00337 0.24038 ± 0.00208 17.314 ± 0.117 % 82.141 ± 0.162 % 219 4.0602 ± 0.0347 0.15552 ± 0.00336 0.23973 ± 0.00207 17.288 ± 0.117 % 82.183 ± 0.162 % 220 4.0510 ± 0.0345 0.15512 ± 0.00335 0.23913 ± 0.00206 17.268 ± 0.117 % 82.189 ± 0.162 % 221 4.0490 ± 0.0343 0.15455 ± 0.00333 0.23870 ± 0.00206 17.247 ± 0.116 % 82.207 ± 0.161 % 222 4.0476 ± 0.0342 0.15391 ± 0.00332 0.23809 ± 0.00205 17.223 ± 0.116 % 82.219 ± 0.161 % 223 4.0473 ± 0.0342 0.15346 ± 0.00331 0.23752 ± 0.00204 17.198 ± 0.116 % 82.239 ± 0.160 % 224 4.0541 ± 0.0342 0.15318 ± 0.00330 0.23706 ± 0.00203 17.178 ± 0.115 % 82.246 ± 0.160 % 225 4.0466 ± 0.0340 0.15300 ± 0.00329 0.23656 ± 0.00203 17.158 ± 0.115 % 82.273 ± 0.159 % 226 4.0449 ± 0.0339 0.15256 ± 0.00328 0.23615 ± 0.00202 17.139 ± 0.115 % 82.271 ± 0.159 % 227 4.0400 ± 0.0338 0.15213 ± 0.00327 0.23570 ± 0.00201 17.122 ± 0.115 % 82.273 ± 0.159 % 228 4.0321 ± 0.0336 0.15151 ± 0.00326 0.23501 ± 0.00200 17.093 ± 0.114 % 82.296 ± 0.158 % 229 4.0240 ± 0.0334 0.15120 ± 0.00325 0.23450 ± 0.00200 17.067 ± 0.114 % 82.319 ± 0.158 % 230 4.0211 ± 0.0334 0.15107 ± 0.00324 0.23400 ± 0.00199 17.042 ± 0.114 % 82.322 ± 0.158 % 231 4.0172 ± 0.0332 0.15084 ± 0.00323 0.23346 ± 0.00198 17.016 ± 0.113 % 82.348 ± 0.157 % 232 4.0145 ± 0.0331 0.15034 ± 0.00322 0.23284 ± 0.00197 16.988 ± 0.113 % 82.368 ± 0.157 % 233 4.0144 ± 0.0331 0.14992 ± 0.00321 0.23236 ± 0.00197 16.964 ± 0.113 % 82.373 ± 0.156 % 234 4.0177 ± 0.0330 0.14946 ± 0.00319 0.23189 ± 0.00196 16.942 ± 0.113 % 82.380 ± 0.156 % 235 4.0204 ± 0.0330 0.14904 ± 0.00318 0.23137 ± 0.00195 16.916 ± 0.112 % 82.400 ± 0.156 % 236 4.0036 ± 0.0327 0.14895 ± 0.00318 0.23142 ± 0.00195 16.940 ± 0.112 % 82.419 ± 0.155 % 237 4.0003 ± 0.0326 0.14878 ± 0.00317 0.23166 ± 0.00195 16.946 ± 0.112 % 82.414 ± 0.155 % 238 3.9976 ± 0.0325 0.14857 ± 0.00316 0.23110 ± 0.00194 16.922 ± 0.112 % 82.449 ± 0.154 % 239 3.9914 ± 0.0324 0.14793 ± 0.00315 0.23058 ± 0.00193 16.901 ± 0.112 % 82.469 ± 0.154 % 240 3.9947 ± 0.0324 0.14760 ± 0.00314 0.23023 ± 0.00193 16.887 ± 0.111 % 82.480 ± 0.154 % 241 3.9989 ± 0.0324 0.14704 ± 0.00313 0.22965 ± 0.00192 16.859 ± 0.111 % 82.504 ± 0.153 % 242 4.0059 ± 0.0324 0.14664 ± 0.00312 0.22917 ± 0.00191 16.831 ± 0.111 % 82.539 ± 0.153 % 243 3.9963 ± 0.0322 0.14790 ± 0.00312 0.23031 ± 0.00192 16.914 ± 0.111 % 82.527 ± 0.153 % 244 4.0025 ± 0.0322 0.14896 ± 0.00312 0.23100 ± 0.00191 16.940 ± 0.111 % 82.486 ± 0.152 % 245 4.0010 ± 0.0321 0.14946 ± 0.00312 0.23142 ± 0.00191 16.949 ± 0.110 % 82.471 ± 0.152 % 246 4.0107 ± 0.0322 0.14937 ± 0.00311 0.23117 ± 0.00190 16.934 ± 0.110 % 82.434 ± 0.152 % 247 4.0154 ± 0.0322 0.14901 ± 0.00310 0.23081 ± 0.00190 16.917 ± 0.110 % 82.445 ± 0.152 % 248 4.0220 ± 0.0322 0.14908 ± 0.00309 0.23063 ± 0.00189 16.905 ± 0.110 % 82.435 ± 0.151 % 249 4.0280 ± 0.0322 0.14874 ± 0.00308 0.23016 ± 0.00189 16.884 ± 0.109 % 82.440 ± 0.151 % 250 4.0352 ± 0.0322 0.14861 ± 0.00308 0.22984 ± 0.00188 16.861 ± 0.109 % 82.450 ± 0.151 % 251 4.0451 ± 0.0322 0.14829 ± 0.00307 0.22950 ± 0.00187 16.838 ± 0.109 % 82.453 ± 0.150 % 252 4.0560 ± 0.0323 0.14792 ± 0.00306 0.22898 ± 0.00187 16.810 ± 0.109 % 82.443 ± 0.150 % 253 4.0694 ± 0.0323 0.14737 ± 0.00305 0.22878 ± 0.00186 16.796 ± 0.108 % 82.432 ± 0.150 % 254 4.0833 ± 0.0324 0.14710 ± 0.00305 0.22838 ± 0.00185 16.772 ± 0.108 % 82.438 ± 0.150 % 255 4.0880 ± 0.0324 0.14683 ± 0.00304 0.22807 ± 0.00185 16.757 ± 0.108 % 82.462 ± 0.149 % 256 4.0980 ± 0.0325 0.14658 ± 0.00303 0.22774 ± 0.00184 16.734 ± 0.108 % 82.468 ± 0.149 % 257 4.1061 ± 0.0325 0.14618 ± 0.00302 0.22753 ± 0.00184 16.713 ± 0.107 % 82.463 ± 0.149 % 258 4.1018 ± 0.0324 0.14582 ± 0.00302 0.22734 ± 0.00183 16.704 ± 0.107 % 82.467 ± 0.148 % 259 4.0892 ± 0.0322 0.14577 ± 0.00301 0.22715 ± 0.00183 16.706 ± 0.107 % 82.495 ± 0.148 % 260 4.0760 ± 0.0320 0.14580 ± 0.00300 0.22698 ± 0.00182 16.714 ± 0.107 % 82.519 ± 0.148 % 261 4.0596 ± 0.0318 0.14570 ± 0.00299 0.22666 ± 0.00182 16.718 ± 0.107 % 82.562 ± 0.147 % 262 4.0496 ± 0.0316 0.14575 ± 0.00299 0.22668 ± 0.00182 16.733 ± 0.106 % 82.579 ± 0.147 % 263 4.0446 ± 0.0315 0.14633 ± 0.00298 0.22709 ± 0.00181 16.751 ± 0.106 % 82.548 ± 0.147 % 264 4.0407 ± 0.0314 0.14643 ± 0.00298 0.22694 ± 0.00181 16.744 ± 0.106 % 82.552 ± 0.146 % 265 4.0388 ± 0.0313 0.14725 ± 0.00298 0.22786 ± 0.00181 16.783 ± 0.106 % 82.519 ± 0.146 % 266 4.0334 ± 0.0312 0.14779 ± 0.00298 0.22872 ± 0.00181 16.830 ± 0.106 % 82.494 ± 0.146 % 267 4.0284 ± 0.0311 0.14843 ± 0.00297 0.22907 ± 0.00181 16.862 ± 0.105 % 82.484 ± 0.146 % 268 4.0188 ± 0.0309 0.14935 ± 0.00297 0.22972 ± 0.00181 16.929 ± 0.105 % 82.458 ± 0.145 % 269 4.0136 ± 0.0308 0.15020 ± 0.00297 0.23034 ± 0.00181 16.967 ± 0.105 % 82.451 ± 0.145 % 270 4.0066 ± 0.0307 0.15059 ± 0.00296 0.23069 ± 0.00181 17.004 ± 0.105 % 82.447 ± 0.145 % 271 4.0003 ± 0.0305 0.15078 ± 0.00296 0.23093 ± 0.00180 17.017 ± 0.105 % 82.456 ± 0.145 % 272 3.9963 ± 0.0304 0.15066 ± 0.00296 0.23082 ± 0.00180 17.006 ± 0.105 % 82.457 ± 0.144 % 273 3.9919 ± 0.0303 0.15048 ± 0.00295 0.23066 ± 0.00179 16.995 ± 0.104 % 82.458 ± 0.144 % 274 3.9854 ± 0.0302 0.15025 ± 0.00294 0.23077 ± 0.00179 17.000 ± 0.104 % 82.457 ± 0.144 % 275 3.9827 ± 0.0301 0.15028 ± 0.00294 0.23089 ± 0.00179 17.013 ± 0.104 % 82.443 ± 0.144 % 276 3.9754 ± 0.0300 0.15048 ± 0.00294 0.23094 ± 0.00178 17.020 ± 0.104 % 82.445 ± 0.143 % 277 3.9717 ± 0.0299 0.15066 ± 0.00293 0.23119 ± 0.00178 17.033 ± 0.104 % 82.439 ± 0.143 % 278 3.9685 ± 0.0298 0.15063 ± 0.00293 0.23128 ± 0.00178 17.034 ± 0.103 % 82.426 ± 0.143 % 279 3.9664 ± 0.0297 0.15110 ± 0.00293 0.23154 ± 0.00177 17.045 ± 0.103 % 82.412 ± 0.143 % 280 3.9616 ± 0.0296 0.15075 ± 0.00292 0.23122 ± 0.00177 17.032 ± 0.103 % 82.424 ± 0.142 % 281 3.9550 ± 0.0295 0.15056 ± 0.00291 0.23125 ± 0.00177 17.043 ± 0.103 % 82.435 ± 0.142 % 282 3.9503 ± 0.0294 0.15034 ± 0.00291 0.23107 ± 0.00176 17.037 ± 0.102 % 82.457 ± 0.142 % 283 3.9396 ± 0.0293 0.15012 ± 0.00290 0.23069 ± 0.00176 17.023 ± 0.102 % 82.492 ± 0.141 % 284 3.9269 ± 0.0291 0.14989 ± 0.00289 0.23025 ± 0.00175 17.014 ± 0.102 % 82.532 ± 0.141 % 285 3.9167 ± 0.0290 0.15079 ± 0.00289 0.23141 ± 0.00176 17.104 ± 0.102 % 82.522 ± 0.141 % 286 3.9045 ± 0.0288 0.15132 ± 0.00289 0.23182 ± 0.00176 17.141 ± 0.102 % 82.537 ± 0.141 % 287 3.8939 ± 0.0286 0.15170 ± 0.00289 0.23218 ± 0.00176 17.168 ± 0.102 % 82.548 ± 0.140 % 288 3.8856 ± 0.0285 0.15213 ± 0.00288 0.23271 ± 0.00176 17.218 ± 0.102 % 82.556 ± 0.140 % 289 3.8825 ± 0.0284 0.15217 ± 0.00288 0.23256 ± 0.00176 17.210 ± 0.102 % 82.569 ± 0.140 % 290 3.8874 ± 0.0284 0.15247 ± 0.00288 0.23256 ± 0.00175 17.202 ± 0.102 % 82.558 ± 0.140 % 291 3.8898 ± 0.0284 0.15220 ± 0.00287 0.23226 ± 0.00175 17.184 ± 0.102 % 82.567 ± 0.139 % 292 3.8883 ± 0.0283 0.15203 ± 0.00286 0.23196 ± 0.00174 17.168 ± 0.101 % 82.569 ± 0.139 % 293 3.8926 ± 0.0283 0.15168 ± 0.00285 0.23157 ± 0.00174 17.148 ± 0.101 % 82.586 ± 0.139 % 294 3.8989 ± 0.0284 0.15140 ± 0.00285 0.23115 ± 0.00173 17.127 ± 0.101 % 82.602 ± 0.138 % 295 3.9039 ± 0.0284 0.15101 ± 0.00284 0.23085 ± 0.00173 17.106 ± 0.101 % 82.602 ± 0.138 % 296 3.9062 ± 0.0283 0.15071 ± 0.00284 0.23073 ± 0.00173 17.103 ± 0.101 % 82.598 ± 0.138 % 297 3.9159 ± 0.0284 0.15030 ± 0.00283 0.23044 ± 0.00172 17.085 ± 0.100 % 82.596 ± 0.138 % 298 3.9107 ± 0.0283 0.15018 ± 0.00283 0.23035 ± 0.00172 17.083 ± 0.100 % 82.608 ± 0.138 % 299 3.9092 ± 0.0282 0.14982 ± 0.00282 0.22994 ± 0.00171 17.066 ± 0.100 % 82.601 ± 0.137 % 300 3.9114 ± 0.0282 0.14953 ± 0.00281 0.22959 ± 0.00171 17.047 ± 0.100 % 82.597 ± 0.137 % 301 3.9104 ± 0.0281 0.14908 ± 0.00280 0.22921 ± 0.00170 17.029 ± 0.100 % 82.612 ± 0.137 % 302 3.9085 ± 0.0280 0.14923 ± 0.00280 0.22934 ± 0.00170 17.037 ± 0.099 % 82.594 ± 0.137 % 303 3.9086 ± 0.0280 0.14894 ± 0.00279 0.22909 ± 0.00169 17.027 ± 0.099 % 82.596 ± 0.136 % 304 3.9211 ± 0.0281 0.14845 ± 0.00279 0.22872 ± 0.00169 17.005 ± 0.099 % 82.592 ± 0.136 % 305 3.9259 ± 0.0280 0.14806 ± 0.00278 0.22826 ± 0.00168 16.983 ± 0.099 % 82.608 ± 0.136 % 306 3.9265 ± 0.0280 0.14771 ± 0.00277 0.22796 ± 0.00168 16.969 ± 0.099 % 82.612 ± 0.136 % 307 3.9306 ± 0.0280 0.14746 ± 0.00276 0.22766 ± 0.00167 16.951 ± 0.099 % 82.612 ± 0.135 % 308 3.9353 ± 0.0280 0.14711 ± 0.00276 0.22733 ± 0.00167 16.936 ± 0.098 % 82.608 ± 0.135 % 309 3.9379 ± 0.0280 0.14681 ± 0.00275 0.22695 ± 0.00166 16.917 ± 0.098 % 82.617 ± 0.135 % 310 3.9427 ± 0.0279 0.14667 ± 0.00274 0.22669 ± 0.00166 16.901 ± 0.098 % 82.627 ± 0.135 % 311 3.9478 ± 0.0279 0.14627 ± 0.00274 0.22633 ± 0.00165 16.882 ± 0.098 % 82.622 ± 0.135 % 312 3.9486 ± 0.0279 0.14608 ± 0.00273 0.22598 ± 0.00165 16.863 ± 0.098 % 82.631 ± 0.134 % 313 3.9475 ± 0.0278 0.14589 ± 0.00272 0.22563 ± 0.00164 16.847 ± 0.097 % 82.654 ± 0.134 % 314 3.9526 ± 0.0278 0.14564 ± 0.00272 0.22522 ± 0.00164 16.827 ± 0.097 % 82.646 ± 0.134 % 315 3.9480 ± 0.0277 0.14534 ± 0.00271 0.22492 ± 0.00164 16.814 ± 0.097 % 82.665 ± 0.134 % 316 3.9498 ± 0.0277 0.14524 ± 0.00271 0.22477 ± 0.00163 16.805 ± 0.097 % 82.663 ± 0.133 % 317 3.9523 ± 0.0277 0.14574 ± 0.00271 0.22548 ± 0.00163 16.815 ± 0.097 % 82.625 ± 0.133 % 318 3.9573 ± 0.0277 0.14536 ± 0.00270 0.22525 ± 0.00163 16.800 ± 0.096 % 82.622 ± 0.133 % 319 3.9545 ± 0.0276 0.14504 ± 0.00269 0.22509 ± 0.00162 16.793 ± 0.096 % 82.626 ± 0.133 % 320 3.9500 ± 0.0275 0.14520 ± 0.00269 0.22529 ± 0.00162 16.817 ± 0.096 % 82.635 ± 0.133 % 321 3.9404 ± 0.0274 0.14542 ± 0.00268 0.22576 ± 0.00163 16.852 ± 0.096 % 82.636 ± 0.132 % 322 3.9409 ± 0.0274 0.14624 ± 0.00269 0.22689 ± 0.00163 16.895 ± 0.096 % 82.593 ± 0.132 % 323 3.9437 ± 0.0273 0.14674 ± 0.00268 0.22733 ± 0.00163 16.910 ± 0.096 % 82.563 ± 0.132 % 324 3.9473 ± 0.0273 0.14710 ± 0.00268 0.22770 ± 0.00162 16.914 ± 0.096 % 82.537 ± 0.132 % 325 3.9574 ± 0.0274 0.14704 ± 0.00268 0.22767 ± 0.00162 16.903 ± 0.095 % 82.500 ± 0.132 % 326 3.9583 ± 0.0273 0.14703 ± 0.00267 0.22781 ± 0.00162 16.906 ± 0.095 % 82.483 ± 0.132 % 327 3.9547 ± 0.0273 0.14712 ± 0.00267 0.22779 ± 0.00161 16.902 ± 0.095 % 82.481 ± 0.132 % 328 3.9579 ± 0.0272 0.14709 ± 0.00266 0.22764 ± 0.00161 16.887 ± 0.095 % 82.471 ± 0.131 % 329 3.9568 ± 0.0272 0.14701 ± 0.00266 0.22733 ± 0.00161 16.878 ± 0.095 % 82.488 ± 0.131 % 330 3.9553 ± 0.0271 0.14667 ± 0.00265 0.22719 ± 0.00160 16.867 ± 0.095 % 82.493 ± 0.131 % 331 3.9550 ± 0.0271 0.14634 ± 0.00265 0.22690 ± 0.00160 16.855 ± 0.094 % 82.506 ± 0.131 % 332 3.9584 ± 0.0271 0.14615 ± 0.00264 0.22661 ± 0.00159 16.841 ± 0.094 % 82.511 ± 0.131 % 333 3.9599 ± 0.0271 0.14610 ± 0.00264 0.22652 ± 0.00159 16.831 ± 0.094 % 82.503 ± 0.130 % 334 3.9601 ± 0.0270 0.14585 ± 0.00263 0.22631 ± 0.00159 16.820 ± 0.094 % 82.513 ± 0.130 % 335 3.9590 ± 0.0270 0.14565 ± 0.00262 0.22598 ± 0.00158 16.808 ± 0.094 % 82.522 ± 0.130 % 336 3.9590 ± 0.0269 0.14536 ± 0.00262 0.22578 ± 0.00158 16.796 ± 0.094 % 82.525 ± 0.130 % 337 3.9617 ± 0.0269 0.14538 ± 0.00261 0.22561 ± 0.00157 16.783 ± 0.093 % 82.530 ± 0.130 % 338 3.9694 ± 0.0270 0.14507 ± 0.00261 0.22539 ± 0.00157 16.767 ± 0.093 % 82.541 ± 0.129 % 339 3.9679 ± 0.0269 0.14501 ± 0.00260 0.22529 ± 0.00157 16.758 ± 0.093 % 82.543 ± 0.129 % 340 3.9665 ± 0.0268 0.14478 ± 0.00260 0.22501 ± 0.00156 16.747 ± 0.093 % 82.558 ± 0.129 % 341 3.9634 ± 0.0268 0.14470 ± 0.00259 0.22486 ± 0.00156 16.742 ± 0.093 % 82.571 ± 0.129 % 342 3.9635 ± 0.0268 0.14469 ± 0.00259 0.22465 ± 0.00155 16.733 ± 0.093 % 82.574 ± 0.128 % 343 3.9660 ± 0.0267 0.14448 ± 0.00258 0.22444 ± 0.00155 16.723 ± 0.093 % 82.584 ± 0.128 % 344 3.9685 ± 0.0267 0.14446 ± 0.00258 0.22432 ± 0.00155 16.716 ± 0.092 % 82.590 ± 0.128 % 345 3.9708 ± 0.0267 0.14405 ± 0.00257 0.22398 ± 0.00154 16.701 ± 0.092 % 82.605 ± 0.128 % 346 3.9677 ± 0.0266 0.14399 ± 0.00257 0.22381 ± 0.00154 16.701 ± 0.092 % 82.626 ± 0.128 % 347 3.9642 ± 0.0266 0.14379 ± 0.00256 0.22355 ± 0.00154 16.694 ± 0.092 % 82.641 ± 0.127 % 348 3.9638 ± 0.0265 0.14362 ± 0.00256 0.22345 ± 0.00154 16.689 ± 0.092 % 82.647 ± 0.127 % 349 3.9622 ± 0.0264 0.14329 ± 0.00255 0.22315 ± 0.00153 16.675 ± 0.092 % 82.646 ± 0.127 % 350 3.9613 ± 0.0264 0.14310 ± 0.00255 0.22287 ± 0.00153 16.662 ± 0.092 % 82.650 ± 0.127 % 351 3.9620 ± 0.0264 0.14308 ± 0.00255 0.22276 ± 0.00153 16.657 ± 0.092 % 82.647 ± 0.127 % 352 3.9656 ± 0.0264 0.14267 ± 0.00254 0.22244 ± 0.00152 16.640 ± 0.091 % 82.654 ± 0.126 % 353 3.9653 ± 0.0263 0.14246 ± 0.00253 0.22221 ± 0.00152 16.630 ± 0.091 % 82.667 ± 0.126 % 354 3.9629 ± 0.0263 0.14217 ± 0.00253 0.22185 ± 0.00152 16.617 ± 0.091 % 82.679 ± 0.126 % 355 3.9707 ± 0.0263 0.14192 ± 0.00252 0.22154 ± 0.00151 16.597 ± 0.091 % 82.687 ± 0.126 % 356 3.9770 ± 0.0263 0.14187 ± 0.00252 0.22128 ± 0.00151 16.581 ± 0.091 % 82.690 ± 0.126 % 357 3.9796 ± 0.0263 0.14166 ± 0.00251 0.22097 ± 0.00150 16.565 ± 0.091 % 82.699 ± 0.125 % 358 3.9747 ± 0.0262 0.14193 ± 0.00251 0.22117 ± 0.00150 16.585 ± 0.091 % 82.700 ± 0.125 % 359 3.9763 ± 0.0262 0.14165 ± 0.00251 0.22114 ± 0.00150 16.574 ± 0.090 % 82.698 ± 0.125 % 360 3.9780 ± 0.0262 0.14170 ± 0.00250 0.22115 ± 0.00150 16.568 ± 0.090 % 82.692 ± 0.125 % 361 3.9816 ± 0.0262 0.14196 ± 0.00250 0.22129 ± 0.00149 16.564 ± 0.090 % 82.676 ± 0.125 % 362 3.9710 ± 0.0260 0.14221 ± 0.00250 0.22146 ± 0.00150 16.591 ± 0.090 % 82.697 ± 0.125 % 363 3.9649 ± 0.0260 0.14250 ± 0.00250 0.22200 ± 0.00150 16.643 ± 0.090 % 82.695 ± 0.124 % 364 3.9619 ± 0.0259 0.14284 ± 0.00250 0.22223 ± 0.00150 16.663 ± 0.090 % 82.689 ± 0.124 % 365 3.9598 ± 0.0258 0.14385 ± 0.00250 0.22315 ± 0.00150 16.722 ± 0.090 % 82.671 ± 0.124 % 366 3.9604 ± 0.0258 0.14505 ± 0.00251 0.22479 ± 0.00151 16.789 ± 0.090 % 82.643 ± 0.124 % 367 3.9625 ± 0.0258 0.14621 ± 0.00251 0.22586 ± 0.00152 16.828 ± 0.090 % 82.614 ± 0.124 % 368 3.9670 ± 0.0258 0.14804 ± 0.00252 0.22768 ± 0.00153 16.889 ± 0.090 % 82.572 ± 0.124 % 369 3.9646 ± 0.0257 0.14932 ± 0.00253 0.22905 ± 0.00153 16.961 ± 0.090 % 82.543 ± 0.124 % 370 3.9634 ± 0.0257 0.15015 ± 0.00253 0.23011 ± 0.00154 17.011 ± 0.090 % 82.525 ± 0.124 % 371 3.9656 ± 0.0257 0.15103 ± 0.00253 0.23125 ± 0.00154 17.044 ± 0.090 % 82.494 ± 0.124 % 372 3.9644 ± 0.0257 0.15183 ± 0.00253 0.23259 ± 0.00155 17.095 ± 0.090 % 82.468 ± 0.123 % 373 3.9604 ± 0.0256 0.15279 ± 0.00254 0.23346 ± 0.00155 17.154 ± 0.090 % 82.447 ± 0.123 % 374 3.9590 ± 0.0255 0.15339 ± 0.00254 0.23449 ± 0.00156 17.206 ± 0.090 % 82.411 ± 0.123 % 375 3.9604 ± 0.0255 0.15384 ± 0.00254 0.23534 ± 0.00156 17.227 ± 0.090 % 82.388 ± 0.123 % 376 3.9602 ± 0.0255 0.15453 ± 0.00254 0.23614 ± 0.00156 17.254 ± 0.090 % 82.368 ± 0.123 % 377 3.9563 ± 0.0254 0.15503 ± 0.00254 0.23727 ± 0.00157 17.300 ± 0.090 % 82.341 ± 0.123 % 378 3.9565 ± 0.0254 0.15529 ± 0.00254 0.23772 ± 0.00156 17.309 ± 0.090 % 82.318 ± 0.123 % 379 3.9549 ± 0.0253 0.15611 ± 0.00254 0.23834 ± 0.00156 17.333 ± 0.089 % 82.293 ± 0.123 % 380 3.9586 ± 0.0253 0.15736 ± 0.00254 0.23973 ± 0.00157 17.375 ± 0.089 % 82.252 ± 0.123 % 381 3.9609 ± 0.0253 0.15842 ± 0.00255 0.24067 ± 0.00157 17.419 ± 0.089 % 82.218 ± 0.123 % 382 3.9613 ± 0.0252 0.15921 ± 0.00255 0.24156 ± 0.00158 17.456 ± 0.089 % 82.183 ± 0.123 % 383 3.9639 ± 0.0252 0.16001 ± 0.00255 0.24252 ± 0.00158 17.487 ± 0.089 % 82.148 ± 0.123 % 384 3.9655 ± 0.0252 0.16086 ± 0.00255 0.24336 ± 0.00158 17.509 ± 0.089 % 82.117 ± 0.122 % 385 3.9728 ± 0.0252 0.16184 ± 0.00255 0.24436 ± 0.00158 17.535 ± 0.089 % 82.072 ± 0.122 % 386 3.9773 ± 0.0252 0.16255 ± 0.00255 0.24467 ± 0.00158 17.538 ± 0.089 % 82.051 ± 0.122 % 387 3.9739 ± 0.0252 0.16302 ± 0.00255 0.24510 ± 0.00158 17.567 ± 0.089 % 82.036 ± 0.122 % 388 3.9711 ± 0.0251 0.16361 ± 0.00255 0.24546 ± 0.00158 17.582 ± 0.088 % 82.029 ± 0.122 % 389 3.9696 ± 0.0251 0.16380 ± 0.00255 0.24599 ± 0.00158 17.601 ± 0.088 % 81.999 ± 0.122 % 390 3.9752 ± 0.0251 0.16465 ± 0.00255 0.24689 ± 0.00158 17.619 ± 0.088 % 81.967 ± 0.122 % 391 3.9818 ± 0.0251 0.16524 ± 0.00255 0.24754 ± 0.00158 17.622 ± 0.088 % 81.929 ± 0.122 % 392 3.9769 ± 0.0250 0.16564 ± 0.00255 0.24787 ± 0.00158 17.649 ± 0.088 % 81.926 ± 0.122 % 393 3.9715 ± 0.0250 0.16631 ± 0.00254 0.24841 ± 0.00158 17.694 ± 0.088 % 81.919 ± 0.122 % 394 3.9665 ± 0.0249 0.16629 ± 0.00254 0.24851 ± 0.00158 17.701 ± 0.088 % 81.917 ± 0.121 % 395 3.9680 ± 0.0249 0.16602 ± 0.00254 0.24823 ± 0.00157 17.688 ± 0.088 % 81.924 ± 0.121 % 396 3.9721 ± 0.0249 0.16586 ± 0.00253 0.24792 ± 0.00157 17.670 ± 0.088 % 81.929 ± 0.121 % 397 3.9770 ± 0.0249 0.16563 ± 0.00253 0.24758 ± 0.00157 17.653 ± 0.088 % 81.930 ± 0.121 % 398 3.9775 ± 0.0248 0.16544 ± 0.00252 0.24739 ± 0.00156 17.643 ± 0.087 % 81.939 ± 0.121 % 399 3.9809 ± 0.0248 0.16525 ± 0.00252 0.24710 ± 0.00156 17.630 ± 0.087 % 81.952 ± 0.121 % 400 3.9827 ± 0.0248 0.16529 ± 0.00251 0.24695 ± 0.00156 17.620 ± 0.087 % 81.959 ± 0.120 % 401 3.9830 ± 0.0248 0.16515 ± 0.00251 0.24675 ± 0.00155 17.610 ± 0.087 % 81.965 ± 0.120 % 402 3.9834 ± 0.0247 0.16495 ± 0.00250 0.24647 ± 0.00155 17.598 ± 0.087 % 81.972 ± 0.120 % 403 3.9809 ± 0.0247 0.16491 ± 0.00250 0.24628 ± 0.00155 17.594 ± 0.087 % 81.979 ± 0.120 % 404 3.9728 ± 0.0246 0.16500 ± 0.00250 0.24638 ± 0.00155 17.613 ± 0.087 % 81.993 ± 0.120 % 405 3.9666 ± 0.0245 0.16517 ± 0.00249 0.24651 ± 0.00154 17.633 ± 0.087 % 81.995 ± 0.120 % 406 3.9616 ± 0.0244 0.16541 ± 0.00249 0.24695 ± 0.00154 17.666 ± 0.087 % 81.988 ± 0.119 % 407 3.9644 ± 0.0244 0.16543 ± 0.00249 0.24703 ± 0.00154 17.670 ± 0.086 % 81.986 ± 0.119 % 408 3.9625 ± 0.0244 0.16583 ± 0.00249 0.24756 ± 0.00154 17.699 ± 0.086 % 81.968 ± 0.119 % 409 3.9588 ± 0.0243 0.16634 ± 0.00249 0.24806 ± 0.00154 17.725 ± 0.086 % 81.967 ± 0.119 % 410 3.9542 ± 0.0243 0.16660 ± 0.00249 0.24846 ± 0.00154 17.747 ± 0.086 % 81.967 ± 0.119 % 411 3.9519 ± 0.0242 0.16746 ± 0.00249 0.24939 ± 0.00155 17.787 ± 0.086 % 81.949 ± 0.119 % 412 3.9489 ± 0.0241 0.16812 ± 0.00249 0.25017 ± 0.00155 17.819 ± 0.086 % 81.932 ± 0.119 % 413 3.9417 ± 0.0241 0.16859 ± 0.00249 0.25049 ± 0.00155 17.852 ± 0.086 % 81.940 ± 0.119 % 414 3.9367 ± 0.0240 0.16924 ± 0.00249 0.25110 ± 0.00155 17.889 ± 0.086 % 81.934 ± 0.118 % 415 3.9316 ± 0.0239 0.16966 ± 0.00249 0.25166 ± 0.00156 17.924 ± 0.086 % 81.930 ± 0.118 % 416 3.9224 ± 0.0238 0.16986 ± 0.00249 0.25190 ± 0.00156 17.958 ± 0.086 % 81.941 ± 0.118 % 417 3.9172 ± 0.0238 0.17033 ± 0.00249 0.25268 ± 0.00156 18.005 ± 0.086 % 81.928 ± 0.118 % 418 3.9096 ± 0.0237 0.17047 ± 0.00249 0.25315 ± 0.00156 18.037 ± 0.086 % 81.931 ± 0.118 % 419 3.9009 ± 0.0236 0.17068 ± 0.00249 0.25352 ± 0.00157 18.085 ± 0.086 % 81.935 ± 0.118 % 420 3.8932 ± 0.0235 0.17104 ± 0.00248 0.25391 ± 0.00157 18.132 ± 0.086 % 81.938 ± 0.118 % 421 3.8854 ± 0.0234 0.17140 ± 0.00248 0.25417 ± 0.00157 18.169 ± 0.086 % 81.947 ± 0.117 % 422 3.8782 ± 0.0233 0.17156 ± 0.00248 0.25446 ± 0.00157 18.194 ± 0.086 % 81.958 ± 0.117 % 423 3.8712 ± 0.0232 0.17176 ± 0.00248 0.25454 ± 0.00157 18.215 ± 0.086 % 81.969 ± 0.117 % 424 3.8652 ± 0.0232 0.17205 ± 0.00248 0.25494 ± 0.00157 18.249 ± 0.086 % 81.968 ± 0.117 % 425 3.8587 ± 0.0231 0.17249 ± 0.00247 0.25540 ± 0.00157 18.291 ± 0.086 % 81.970 ± 0.117 % 426 3.8590 ± 0.0231 0.17265 ± 0.00247 0.25536 ± 0.00157 18.285 ± 0.086 % 81.972 ± 0.117 % 427 3.8574 ± 0.0230 0.17298 ± 0.00247 0.25583 ± 0.00157 18.308 ± 0.086 % 81.962 ± 0.117 % 428 3.8596 ± 0.0230 0.17348 ± 0.00247 0.25627 ± 0.00157 18.322 ± 0.086 % 81.948 ± 0.116 % 429 3.8595 ± 0.0230 0.17397 ± 0.00247 0.25664 ± 0.00157 18.331 ± 0.086 % 81.939 ± 0.116 % 430 3.8540 ± 0.0229 0.17417 ± 0.00247 0.25684 ± 0.00157 18.343 ± 0.086 % 81.938 ± 0.116 % 431 3.8477 ± 0.0229 0.17433 ± 0.00247 0.25716 ± 0.00157 18.365 ± 0.086 % 81.936 ± 0.116 % 432 3.8436 ± 0.0228 0.17465 ± 0.00246 0.25767 ± 0.00157 18.400 ± 0.086 % 81.934 ± 0.116 % 433 3.8407 ± 0.0227 0.17511 ± 0.00246 0.25802 ± 0.00157 18.419 ± 0.086 % 81.928 ± 0.116 % 434 3.8379 ± 0.0227 0.17554 ± 0.00246 0.25859 ± 0.00157 18.450 ± 0.085 % 81.917 ± 0.116 % 435 3.8390 ± 0.0227 0.17571 ± 0.00246 0.25908 ± 0.00157 18.471 ± 0.085 % 81.899 ± 0.116 % 436 3.8320 ± 0.0226 0.17590 ± 0.00246 0.25921 ± 0.00157 18.491 ± 0.085 % 81.911 ± 0.115 % 437 3.8279 ± 0.0225 0.17621 ± 0.00246 0.25977 ± 0.00157 18.526 ± 0.085 % 81.900 ± 0.115 % 438 3.8254 ± 0.0225 0.17654 ± 0.00246 0.26029 ± 0.00157 18.556 ± 0.085 % 81.885 ± 0.115 % 439 3.8197 ± 0.0224 0.17679 ± 0.00246 0.26047 ± 0.00157 18.575 ± 0.085 % 81.894 ± 0.115 % 440 3.8168 ± 0.0224 0.17703 ± 0.00246 0.26107 ± 0.00157 18.604 ± 0.085 % 81.875 ± 0.115 % 441 3.8127 ± 0.0223 0.17785 ± 0.00246 0.26156 ± 0.00157 18.637 ± 0.085 % 81.868 ± 0.115 % 442 3.8080 ± 0.0223 0.17820 ± 0.00246 0.26188 ± 0.00157 18.661 ± 0.085 % 81.869 ± 0.115 % 443 3.8013 ± 0.0222 0.17833 ± 0.00246 0.26192 ± 0.00157 18.678 ± 0.085 % 81.880 ± 0.115 % 444 3.7970 ± 0.0221 0.17874 ± 0.00246 0.26263 ± 0.00158 18.720 ± 0.085 % 81.870 ± 0.114 % 445 3.7935 ± 0.0221 0.17866 ± 0.00245 0.26259 ± 0.00157 18.721 ± 0.085 % 81.874 ± 0.114 % 446 3.7891 ± 0.0220 0.17866 ± 0.00245 0.26282 ± 0.00157 18.739 ± 0.085 % 81.881 ± 0.114 % 447 3.7837 ± 0.0219 0.17907 ± 0.00245 0.26304 ± 0.00157 18.762 ± 0.085 % 81.887 ± 0.114 % 448 3.7785 ± 0.0219 0.17928 ± 0.00245 0.26326 ± 0.00157 18.776 ± 0.085 % 81.889 ± 0.114 % 449 3.7719 ± 0.0218 0.17953 ± 0.00245 0.26341 ± 0.00157 18.798 ± 0.085 % 81.901 ± 0.114 % 450 3.7670 ± 0.0217 0.17998 ± 0.00245 0.26390 ± 0.00158 18.824 ± 0.085 % 81.904 ± 0.114 % 451 3.7674 ± 0.0217 0.17986 ± 0.00244 0.26361 ± 0.00157 18.812 ± 0.085 % 81.903 ± 0.114 % 452 3.7648 ± 0.0217 0.17958 ± 0.00244 0.26334 ± 0.00157 18.799 ± 0.084 % 81.915 ± 0.113 % 453 3.7639 ± 0.0216 0.17933 ± 0.00243 0.26307 ± 0.00157 18.784 ± 0.084 % 81.928 ± 0.113 % 454 3.7654 ± 0.0216 0.17915 ± 0.00243 0.26281 ± 0.00156 18.770 ± 0.084 % 81.940 ± 0.113 % 455 3.7686 ± 0.0216 0.17897 ± 0.00243 0.26250 ± 0.00156 18.754 ± 0.084 % 81.944 ± 0.113 % 456 3.7699 ± 0.0216 0.17869 ± 0.00242 0.26216 ± 0.00156 18.738 ± 0.084 % 81.958 ± 0.113 % 457 3.7740 ± 0.0216 0.17843 ± 0.00242 0.26179 ± 0.00156 18.721 ± 0.084 % 81.967 ± 0.113 % 458 3.7810 ± 0.0217 0.17823 ± 0.00241 0.26154 ± 0.00155 18.708 ± 0.084 % 81.970 ± 0.112 % 459 3.7779 ± 0.0216 0.17836 ± 0.00241 0.26167 ± 0.00155 18.721 ± 0.084 % 81.970 ± 0.112 % 460 3.7775 ± 0.0216 0.17827 ± 0.00241 0.26143 ± 0.00155 18.709 ± 0.084 % 81.980 ± 0.112 % 461 3.7768 ± 0.0216 0.17818 ± 0.00241 0.26137 ± 0.00155 18.702 ± 0.084 % 81.981 ± 0.112 % 462 3.7777 ± 0.0216 0.17813 ± 0.00240 0.26119 ± 0.00154 18.692 ± 0.083 % 81.994 ± 0.112 % 463 3.7844 ± 0.0216 0.17781 ± 0.00240 0.26095 ± 0.00154 18.677 ± 0.083 % 81.995 ± 0.112 % 464 3.7856 ± 0.0216 0.17761 ± 0.00239 0.26082 ± 0.00154 18.669 ± 0.083 % 81.998 ± 0.112 % 465 3.7882 ± 0.0216 0.17741 ± 0.00239 0.26062 ± 0.00154 18.658 ± 0.083 % 82.003 ± 0.112 % 466 3.7903 ± 0.0216 0.17730 ± 0.00239 0.26039 ± 0.00153 18.647 ± 0.083 % 82.001 ± 0.111 % 467 3.7959 ± 0.0216 0.17720 ± 0.00238 0.26015 ± 0.00153 18.633 ± 0.083 % 82.009 ± 0.111 % 468 3.7996 ± 0.0216 0.17702 ± 0.00238 0.25993 ± 0.00153 18.620 ± 0.083 % 82.008 ± 0.111 % 469 3.8015 ± 0.0216 0.17687 ± 0.00238 0.25979 ± 0.00152 18.609 ± 0.083 % 82.003 ± 0.111 % 470 3.8047 ± 0.0216 0.17659 ± 0.00237 0.25960 ± 0.00152 18.596 ± 0.083 % 82.000 ± 0.111 % 471 3.8015 ± 0.0215 0.17676 ± 0.00237 0.25960 ± 0.00152 18.599 ± 0.083 % 81.994 ± 0.111 % 472 3.8048 ± 0.0215 0.17657 ± 0.00237 0.25947 ± 0.00152 18.596 ± 0.082 % 81.984 ± 0.111 % 473 3.8023 ± 0.0215 0.17635 ± 0.00236 0.25915 ± 0.00151 18.587 ± 0.082 % 82.001 ± 0.111 % 474 3.8039 ± 0.0215 0.17609 ± 0.00236 0.25892 ± 0.00151 18.577 ± 0.082 % 82.009 ± 0.110 % 475 3.8086 ± 0.0215 0.17580 ± 0.00236 0.25861 ± 0.00151 18.562 ± 0.082 % 82.007 ± 0.110 % 476 3.8086 ± 0.0215 0.17566 ± 0.00235 0.25836 ± 0.00151 18.550 ± 0.082 % 82.018 ± 0.110 % 477 3.8071 ± 0.0214 0.17549 ± 0.00235 0.25809 ± 0.00150 18.541 ± 0.082 % 82.028 ± 0.110 % 478 3.8032 ± 0.0214 0.17554 ± 0.00235 0.25794 ± 0.00150 18.536 ± 0.082 % 82.041 ± 0.110 % 479 3.8046 ± 0.0214 0.17528 ± 0.00234 0.25777 ± 0.00150 18.527 ± 0.082 % 82.043 ± 0.110 % 480 3.8088 ± 0.0214 0.17498 ± 0.00234 0.25769 ± 0.00150 18.519 ± 0.082 % 82.044 ± 0.110 % 481 3.8114 ± 0.0214 0.17521 ± 0.00234 0.25793 ± 0.00150 18.532 ± 0.082 % 82.034 ± 0.110 % 482 3.8073 ± 0.0213 0.17550 ± 0.00234 0.25814 ± 0.00150 18.547 ± 0.082 % 82.027 ± 0.110 % 483 3.8117 ± 0.0214 0.17546 ± 0.00233 0.25813 ± 0.00149 18.538 ± 0.082 % 82.018 ± 0.109 % 484 3.8169 ± 0.0214 0.17524 ± 0.00233 0.25792 ± 0.00149 18.526 ± 0.081 % 82.018 ± 0.109 % 485 3.8199 ± 0.0214 0.17498 ± 0.00233 0.25777 ± 0.00149 18.514 ± 0.081 % 82.022 ± 0.109 % 486 3.8211 ± 0.0214 0.17470 ± 0.00232 0.25754 ± 0.00149 18.501 ± 0.081 % 82.025 ± 0.109 % 487 3.8244 ± 0.0214 0.17448 ± 0.00232 0.25727 ± 0.00148 18.487 ± 0.081 % 82.028 ± 0.109 % 488 3.8240 ± 0.0213 0.17425 ± 0.00232 0.25705 ± 0.00148 18.476 ± 0.081 % 82.034 ± 0.109 % 489 3.8226 ± 0.0213 0.17408 ± 0.00231 0.25670 ± 0.00148 18.460 ± 0.081 % 82.044 ± 0.109 % 490 3.8230 ± 0.0213 0.17395 ± 0.00231 0.25655 ± 0.00148 18.449 ± 0.081 % 82.046 ± 0.109 % 491 3.8219 ± 0.0213 0.17356 ± 0.00231 0.25624 ± 0.00147 18.438 ± 0.081 % 82.062 ± 0.108 % 492 3.8227 ± 0.0212 0.17332 ± 0.00230 0.25595 ± 0.00147 18.424 ± 0.081 % 82.067 ± 0.108 % 493 3.8207 ± 0.0212 0.17301 ± 0.00230 0.25560 ± 0.00147 18.412 ± 0.081 % 82.084 ± 0.108 % 494 3.8212 ± 0.0212 0.17291 ± 0.00230 0.25550 ± 0.00147 18.407 ± 0.080 % 82.084 ± 0.108 % 495 3.8202 ± 0.0212 0.17270 ± 0.00229 0.25525 ± 0.00146 18.393 ± 0.080 % 82.091 ± 0.108 % 496 3.8200 ± 0.0211 0.17251 ± 0.00229 0.25495 ± 0.00146 18.384 ± 0.080 % 82.098 ± 0.108 % 497 3.8237 ± 0.0211 0.17232 ± 0.00229 0.25494 ± 0.00146 18.376 ± 0.080 % 82.098 ± 0.108 % 498 3.8270 ± 0.0211 0.17197 ± 0.00228 0.25472 ± 0.00146 18.363 ± 0.080 % 82.103 ± 0.108 % 499 3.8251 ± 0.0211 0.17180 ± 0.00228 0.25449 ± 0.00145 18.356 ± 0.080 % 82.105 ± 0.107 % 500 3.8251 ± 0.0211 0.17164 ± 0.00228 0.25437 ± 0.00145 18.349 ± 0.080 % 82.106 ± 0.107 % 501 3.8262 ± 0.0211 0.17148 ± 0.00227 0.25412 ± 0.00145 18.341 ± 0.080 % 82.116 ± 0.107 % 502 3.8247 ± 0.0211 0.17133 ± 0.00227 0.25398 ± 0.00145 18.338 ± 0.080 % 82.127 ± 0.107 % 503 3.8319 ± 0.0211 0.17119 ± 0.00227 0.25365 ± 0.00145 18.323 ± 0.080 % 82.136 ± 0.107 % 504 3.8344 ± 0.0211 0.17087 ± 0.00227 0.25343 ± 0.00144 18.316 ± 0.080 % 82.130 ± 0.107 % 505 3.8377 ± 0.0211 0.17055 ± 0.00226 0.25312 ± 0.00144 18.301 ± 0.080 % 82.148 ± 0.107 % 506 3.8375 ± 0.0211 0.17060 ± 0.00226 0.25299 ± 0.00144 18.297 ± 0.079 % 82.151 ± 0.107 % 507 3.8384 ± 0.0211 0.17042 ± 0.00226 0.25263 ± 0.00144 18.282 ± 0.079 % 82.163 ± 0.106 % 508 3.8425 ± 0.0211 0.17015 ± 0.00225 0.25229 ± 0.00143 18.267 ± 0.079 % 82.178 ± 0.106 % 509 3.8438 ± 0.0211 0.16995 ± 0.00225 0.25198 ± 0.00143 18.254 ± 0.079 % 82.187 ± 0.106 % 510 3.8455 ± 0.0211 0.16973 ± 0.00225 0.25176 ± 0.00143 18.244 ± 0.079 % 82.184 ± 0.106 % 511 3.8486 ± 0.0211 0.16953 ± 0.00224 0.25149 ± 0.00143 18.232 ± 0.079 % 82.192 ± 0.106 % 512 3.8464 ± 0.0210 0.16939 ± 0.00224 0.25134 ± 0.00142 18.226 ± 0.079 % 82.195 ± 0.106 % 513 3.8462 ± 0.0210 0.16927 ± 0.00224 0.25126 ± 0.00142 18.217 ± 0.079 % 82.185 ± 0.106 % 514 3.8459 ± 0.0210 0.16910 ± 0.00223 0.25111 ± 0.00142 18.207 ± 0.079 % 82.187 ± 0.106 % 515 3.8453 ± 0.0210 0.16905 ± 0.00223 0.25096 ± 0.00142 18.199 ± 0.079 % 82.183 ± 0.106 % 516 3.8463 ± 0.0209 0.16890 ± 0.00223 0.25083 ± 0.00141 18.190 ± 0.079 % 82.174 ± 0.106 % 517 3.8462 ± 0.0209 0.16893 ± 0.00223 0.25067 ± 0.00141 18.183 ± 0.079 % 82.181 ± 0.105 % 518 3.8452 ± 0.0209 0.16899 ± 0.00222 0.25050 ± 0.00141 18.178 ± 0.078 % 82.181 ± 0.105 % 519 3.8467 ± 0.0209 0.16873 ± 0.00222 0.25027 ± 0.00141 18.167 ± 0.078 % 82.190 ± 0.105 % 520 3.8492 ± 0.0209 0.16840 ± 0.00222 0.24997 ± 0.00141 18.155 ± 0.078 % 82.199 ± 0.105 % 521 3.8520 ± 0.0209 0.16823 ± 0.00221 0.24979 ± 0.00140 18.145 ± 0.078 % 82.205 ± 0.105 % 522 3.8509 ± 0.0209 0.16799 ± 0.00221 0.24952 ± 0.00140 18.132 ± 0.078 % 82.218 ± 0.105 % 523 3.8522 ± 0.0208 0.16774 ± 0.00221 0.24925 ± 0.00140 18.121 ± 0.078 % 82.228 ± 0.105 % 524 3.8534 ± 0.0208 0.16759 ± 0.00220 0.24906 ± 0.00140 18.111 ± 0.078 % 82.225 ± 0.105 % 525 3.8551 ± 0.0208 0.16745 ± 0.00220 0.24885 ± 0.00139 18.099 ± 0.078 % 82.224 ± 0.104 % 526 3.8588 ± 0.0208 0.16706 ± 0.00220 0.24866 ± 0.00139 18.088 ± 0.078 % 82.228 ± 0.104 % 527 3.8618 ± 0.0209 0.16682 ± 0.00219 0.24837 ± 0.00139 18.075 ± 0.078 % 82.241 ± 0.104 % 528 3.8634 ± 0.0209 0.16671 ± 0.00219 0.24804 ± 0.00139 18.062 ± 0.078 % 82.255 ± 0.104 % 529 3.8594 ± 0.0208 0.16720 ± 0.00219 0.24841 ± 0.00139 18.088 ± 0.078 % 82.253 ± 0.104 % 530 3.8573 ± 0.0208 0.16755 ± 0.00219 0.24887 ± 0.00139 18.110 ± 0.077 % 82.235 ± 0.104 % 531 3.8546 ± 0.0207 0.16794 ± 0.00219 0.24936 ± 0.00139 18.135 ± 0.077 % 82.227 ± 0.104 % 532 3.8510 ± 0.0207 0.16830 ± 0.00219 0.24971 ± 0.00139 18.157 ± 0.077 % 82.222 ± 0.104 % 533 3.8469 ± 0.0206 0.16856 ± 0.00219 0.25011 ± 0.00139 18.176 ± 0.077 % 82.216 ± 0.104 % 534 3.8456 ± 0.0206 0.16876 ± 0.00219 0.25059 ± 0.00139 18.193 ± 0.077 % 82.208 ± 0.104 % 535 3.8443 ± 0.0206 0.16917 ± 0.00219 0.25120 ± 0.00139 18.217 ± 0.077 % 82.191 ± 0.104 % 536 3.8402 ± 0.0205 0.16946 ± 0.00219 0.25168 ± 0.00139 18.244 ± 0.077 % 82.185 ± 0.104 % 537 3.8373 ± 0.0205 0.16997 ± 0.00219 0.25261 ± 0.00140 18.289 ± 0.077 % 82.165 ± 0.103 % 538 3.8377 ± 0.0205 0.17069 ± 0.00219 0.25339 ± 0.00140 18.319 ± 0.077 % 82.140 ± 0.103 % 539 3.8343 ± 0.0204 0.17097 ± 0.00219 0.25374 ± 0.00140 18.337 ± 0.077 % 82.145 ± 0.103 % 540 3.8347 ± 0.0204 0.17166 ± 0.00219 0.25456 ± 0.00141 18.366 ± 0.077 % 82.126 ± 0.103 % 541 3.8321 ± 0.0204 0.17199 ± 0.00219 0.25482 ± 0.00141 18.385 ± 0.077 % 82.120 ± 0.103 % 542 3.8280 ± 0.0203 0.17213 ± 0.00219 0.25482 ± 0.00140 18.391 ± 0.077 % 82.128 ± 0.103 % 543 3.8249 ± 0.0203 0.17254 ± 0.00219 0.25538 ± 0.00141 18.425 ± 0.077 % 82.118 ± 0.103 % 544 3.8250 ± 0.0203 0.17269 ± 0.00219 0.25573 ± 0.00140 18.434 ± 0.077 % 82.105 ± 0.103 % 545 3.8214 ± 0.0202 0.17292 ± 0.00219 0.25591 ± 0.00140 18.445 ± 0.077 % 82.102 ± 0.103 % 546 3.8184 ± 0.0202 0.17332 ± 0.00219 0.25635 ± 0.00141 18.474 ± 0.077 % 82.089 ± 0.103 % 547 3.8160 ± 0.0201 0.17344 ± 0.00219 0.25651 ± 0.00140 18.479 ± 0.077 % 82.089 ± 0.103 % 548 3.8119 ± 0.0201 0.17322 ± 0.00219 0.25630 ± 0.00140 18.474 ± 0.077 % 82.102 ± 0.103 % 549 3.8114 ± 0.0201 0.17346 ± 0.00219 0.25666 ± 0.00140 18.490 ± 0.076 % 82.093 ± 0.102 % 550 3.8080 ± 0.0200 0.17331 ± 0.00218 0.25662 ± 0.00140 18.487 ± 0.076 % 82.099 ± 0.102 % 551 3.8057 ± 0.0200 0.17340 ± 0.00218 0.25657 ± 0.00140 18.483 ± 0.076 % 82.105 ± 0.102 % 552 3.8027 ± 0.0200 0.17339 ± 0.00218 0.25639 ± 0.00140 18.477 ± 0.076 % 82.117 ± 0.102 % 553 3.7951 ± 0.0199 0.17316 ± 0.00218 0.25602 ± 0.00139 18.466 ± 0.076 % 82.143 ± 0.102 % 554 3.7918 ± 0.0199 0.17334 ± 0.00218 0.25624 ± 0.00140 18.485 ± 0.076 % 82.141 ± 0.102 % 555 3.7908 ± 0.0198 0.17388 ± 0.00217 0.25665 ± 0.00140 18.505 ± 0.076 % 82.132 ± 0.102 % 556 3.7912 ± 0.0198 0.17418 ± 0.00217 0.25684 ± 0.00139 18.509 ± 0.076 % 82.121 ± 0.102 % 557 3.7921 ± 0.0198 0.17424 ± 0.00217 0.25691 ± 0.00139 18.507 ± 0.076 % 82.118 ± 0.102 % 558 3.7908 ± 0.0198 0.17464 ± 0.00217 0.25741 ± 0.00139 18.529 ± 0.076 % 82.099 ± 0.102 % 559 3.7910 ± 0.0198 0.17479 ± 0.00217 0.25762 ± 0.00139 18.538 ± 0.076 % 82.083 ± 0.102 % 560 3.7911 ± 0.0197 0.17481 ± 0.00217 0.25777 ± 0.00139 18.538 ± 0.076 % 82.064 ± 0.102 % 561 3.7946 ± 0.0197 0.17515 ± 0.00217 0.25802 ± 0.00139 18.541 ± 0.076 % 82.045 ± 0.101 % 562 3.7966 ± 0.0197 0.17539 ± 0.00217 0.25817 ± 0.00139 18.545 ± 0.076 % 82.037 ± 0.101 % 563 3.8009 ± 0.0198 0.17550 ± 0.00216 0.25821 ± 0.00139 18.539 ± 0.075 % 82.026 ± 0.101 % 564 3.7999 ± 0.0197 0.17570 ± 0.00217 0.25850 ± 0.00139 18.548 ± 0.075 % 82.025 ± 0.101 % 565 3.8018 ± 0.0197 0.17599 ± 0.00216 0.25874 ± 0.00139 18.553 ± 0.075 % 82.016 ± 0.101 % 566 3.8012 ± 0.0197 0.17622 ± 0.00216 0.25885 ± 0.00139 18.552 ± 0.075 % 82.014 ± 0.101 % 567 3.7967 ± 0.0197 0.17633 ± 0.00216 0.25889 ± 0.00139 18.562 ± 0.075 % 82.025 ± 0.101 % 568 3.7940 ± 0.0196 0.17661 ± 0.00216 0.25912 ± 0.00139 18.581 ± 0.075 % 82.022 ± 0.101 % 569 3.7903 ± 0.0196 0.17694 ± 0.00216 0.25925 ± 0.00139 18.593 ± 0.075 % 82.026 ± 0.101 % 570 3.7874 ± 0.0195 0.17737 ± 0.00216 0.25979 ± 0.00139 18.627 ± 0.075 % 82.014 ± 0.101 % 571 3.7850 ± 0.0195 0.17775 ± 0.00216 0.26030 ± 0.00139 18.649 ± 0.075 % 82.003 ± 0.101 % 572 3.7843 ± 0.0195 0.17831 ± 0.00216 0.26093 ± 0.00139 18.687 ± 0.075 % 81.991 ± 0.101 % 573 3.7823 ± 0.0195 0.17899 ± 0.00216 0.26157 ± 0.00139 18.720 ± 0.075 % 81.979 ± 0.101 % 574 3.7813 ± 0.0194 0.17923 ± 0.00217 0.26203 ± 0.00139 18.736 ± 0.075 % 81.970 ± 0.100 % 575 3.7798 ± 0.0194 0.17942 ± 0.00216 0.26235 ± 0.00139 18.749 ± 0.075 % 81.955 ± 0.100 % 576 3.7824 ± 0.0194 0.17955 ± 0.00216 0.26245 ± 0.00139 18.751 ± 0.075 % 81.952 ± 0.100 % 577 3.7792 ± 0.0194 0.17979 ± 0.00216 0.26283 ± 0.00139 18.773 ± 0.075 % 81.950 ± 0.100 % 578 3.7813 ± 0.0194 0.17973 ± 0.00216 0.26270 ± 0.00139 18.766 ± 0.075 % 81.942 ± 0.100 % 579 3.7847 ± 0.0194 0.17969 ± 0.00216 0.26263 ± 0.00139 18.759 ± 0.075 % 81.933 ± 0.100 % 580 3.7906 ± 0.0194 0.17941 ± 0.00216 0.26247 ± 0.00139 18.748 ± 0.075 % 81.922 ± 0.100 % 581 3.7921 ± 0.0194 0.17923 ± 0.00215 0.26235 ± 0.00138 18.739 ± 0.075 % 81.925 ± 0.100 % 582 3.7976 ± 0.0194 0.17892 ± 0.00215 0.26216 ± 0.00138 18.726 ± 0.074 % 81.926 ± 0.100 % 583 3.7924 ± 0.0194 0.17873 ± 0.00215 0.26185 ± 0.00138 18.716 ± 0.074 % 81.943 ± 0.100 % 584 3.7901 ± 0.0193 0.17866 ± 0.00215 0.26175 ± 0.00138 18.713 ± 0.074 % 81.954 ± 0.100 % ====== Perplexity statistics ====== Mean PPL(Q) : 3.790107 ± 0.019332 Mean PPL(base) : 3.170014 ± 0.015368 Cor(ln(PPL(Q)), ln(PPL(base))): 90.81% Mean ln(PPL(Q)/PPL(base)) : 0.178659 ± 0.002147 Mean PPL(Q)/PPL(base) : 1.195612 ± 0.002567 Mean PPL(Q)-PPL(base) : 0.620094 ± 0.008385 ====== KL divergence statistics ====== Mean KLD: 0.261747 ± 0.001379 Maximum KLD: 10.541890 99.9% KLD: 4.978470 99.0% KLD: 2.707550 95.0% KLD: 1.201637 90.0% KLD: 0.693812 Median KLD: 0.078866 10.0% KLD: 0.000385 5.0% KLD: 0.000079 1.0% KLD: 0.000006 0.1% KLD: -0.000000 Minimum KLD: -0.000004 ====== Token probability statistics ====== Mean Δp: -5.102 ± 0.047 % Maximum Δp: 99.234% 99.9% Δp: 71.331% 99.0% Δp: 36.857% 95.0% Δp: 14.037% 90.0% Δp: 6.715% 75.0% Δp: 0.275% Median Δp: -0.306% 25.0% Δp: -6.640% 10.0% Δp: -24.117% 5.0% Δp: -42.094% 1.0% Δp: -77.499% 0.1% Δp: -95.595% Minimum Δp: -99.949% RMS Δp : 18.713 ± 0.074 % Same top p: 81.954 ± 0.100 % 6.29.887.439 I llama_perf_context_print: load time = 108862.66 ms 6.29.887.441 I llama_perf_context_print: prompt eval time = 240803.29 ms / 299008 tokens ( 0.81 ms per token, 1241.71 tokens per second) 6.29.887.442 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) 6.29.887.443 I llama_perf_context_print: total time = 279604.46 ms / 299009 tokens 6.29.887.443 I llama_perf_context_print: graphs reused = 35 6.29.887.679 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | 6.29.887.685 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 46742 + (47678 = 42477 + 400 + 4801) + 2828 | 6.29.887.686 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 45790 + (48633 = 43472 + 360 + 4801) + 2826 | 6.29.887.686 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 54760 + (39561 = 34400 + 360 + 4801) + 2928 | 6.29.887.686 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 51230 + (43089 = 37928 + 360 + 4801) + 2930 | 6.29.887.687 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 47292 + (48783 = 43582 + 400 + 4801) + 1173 | 6.29.887.687 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 51690 + (44385 = 39224 + 360 + 4801) + 1174 | 6.29.887.687 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 51690 + (44385 = 39224 + 360 + 4801) + 1174 | 6.29.887.687 I common_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 66376 + (27942 = 21949 + 200 + 5793) + 2930 | 6.29.887.688 I common_memory_breakdown_print: | - Host | 1399 = 949 + 0 + 449 | ```