### Step-3.5-Flash-IQ2_S (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/Step-3.5-Flash-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/Step-3.5-Flash-GGUF/aes_sedai/Step-3.5-Flash-IQ2_S.gguf 0.01.514.985 I common_init_result: fitting params to device memory ... 0.01.514.992 I common_init_result: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on) 0.01.515.001 I common_params_fit_impl: getting device memory data for initial parameters: 0.02.902.481 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | 0.02.902.490 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + ( 9771 = 6473 + 224 + 3073) + -9208 | 0.02.902.491 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (12641 = 8864 + 192 + 3585) + -12079 | 0.02.902.491 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (12668 = 8890 + 192 + 3585) + -12105 | 0.02.902.491 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (12641 = 8864 + 192 + 3585) + -12079 | 0.02.902.491 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (12668 = 8890 + 192 + 3585) + -12105 | 0.02.902.492 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (12641 = 8864 + 192 + 3585) + -12079 | 0.02.902.492 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (12668 = 8890 + 192 + 3585) + -12105 | 0.02.902.492 I common_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (11352 = 5819 + 160 + 5373) + -10790 | 0.02.902.492 I common_memory_breakdown_print: | - Host | 734 = 413 + 0 + 321 | 0.02.922.733 I common_params_fit_impl: projected memory use with initial parameters [MiB]: 0.02.922.745 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 9771 used, 86916 free vs. target of 1024 0.02.922.746 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 12641 used, 84046 free vs. target of 1024 0.02.922.746 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 12668 used, 84019 free vs. target of 1024 0.02.922.747 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 12641 used, 84046 free vs. target of 1024 0.02.922.747 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 12668 used, 84019 free vs. target of 1024 0.02.922.748 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 12641 used, 84046 free vs. target of 1024 0.02.922.748 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 12668 used, 84019 free vs. target of 1024 0.02.922.748 I common_params_fit_impl: - CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 11352 used, 85334 free vs. target of 1024 0.02.922.749 I common_params_fit_impl: projected to use 97053 MiB of device memory vs. 773503 MiB of free device memory 0.02.922.749 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed 0.02.922.750 I common_fit_params: successfully fit params to free device memory 0.02.922.753 I common_fit_params: fitting params to free memory took 1.41 seconds 0.02.943.541 I llama_model_loader: loaded meta data with 56 key-value pairs and 805 tensors from /mnt/srv/snowdrift/gguf/Step-3.5-Flash-GGUF/aes_sedai/Step-3.5-Flash-IQ2_S.gguf (version GGUF V3 (latest)) 0.02.943.564 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. 0.02.943.568 I llama_model_loader: - kv 0: general.architecture str = step35 0.02.943.569 I llama_model_loader: - kv 1: general.type str = model 0.02.943.569 I llama_model_loader: - kv 2: general.name str = Step 3.5 Flash 0.02.943.569 I llama_model_loader: - kv 3: general.size_label str = 288x10B 0.02.943.570 I llama_model_loader: - kv 4: general.license str = apache-2.0 0.02.943.571 I llama_model_loader: - kv 5: general.base_model.count u32 = 1 0.02.943.571 I llama_model_loader: - kv 6: general.base_model.0.name str = Step 3.5 Flash 0.02.943.571 I llama_model_loader: - kv 7: general.base_model.0.organization str = Stepfun Ai 0.02.943.573 I llama_model_loader: - kv 8: general.base_model.0.repo_url str = https://huggingface.co/stepfun-ai/ste... 0.02.943.573 I llama_model_loader: - kv 9: step35.block_count u32 = 48 0.02.943.574 I llama_model_loader: - kv 10: step35.context_length u32 = 262144 0.02.943.574 I llama_model_loader: - kv 11: step35.embedding_length u32 = 4096 0.02.943.575 I llama_model_loader: - kv 12: step35.feed_forward_length u32 = 11264 0.02.943.585 I llama_model_loader: - kv 13: step35.attention.head_count arr[i32,48] = [64, 96, 96, 96, 64, 96, 96, 96, 64, ... 0.02.943.589 I llama_model_loader: - kv 14: step35.rope.freq_base f32 = 5000000.000000 0.02.943.590 I llama_model_loader: - kv 15: step35.rope.freq_base_swa f32 = 10000.000000 0.02.943.590 I llama_model_loader: - kv 16: step35.expert_gating_func u32 = 2 0.02.943.591 I llama_model_loader: - kv 17: step35.attention.key_length u32 = 128 0.02.943.591 I llama_model_loader: - kv 18: step35.attention.value_length u32 = 128 0.02.943.594 I llama_model_loader: - kv 19: step35.attention.head_count_kv arr[i32,48] = [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, ... 0.02.943.594 I llama_model_loader: - kv 20: step35.attention.sliding_window u32 = 512 0.02.943.597 I llama_model_loader: - kv 21: step35.attention.sliding_window_pattern arr[bool,48] = [false, true, true, true, false, true... 0.02.943.598 I llama_model_loader: - kv 22: step35.expert_count u32 = 288 0.02.943.598 I llama_model_loader: - kv 23: step35.expert_used_count u32 = 8 0.02.943.599 I llama_model_loader: - kv 24: step35.expert_feed_forward_length u32 = 1280 0.02.943.600 I llama_model_loader: - kv 25: step35.expert_shared_feed_forward_length u32 = 1280 0.02.943.601 I llama_model_loader: - kv 26: step35.expert_weights_scale f32 = 3.000000 0.02.943.602 I llama_model_loader: - kv 27: step35.expert_weights_norm bool = true 0.02.943.603 I llama_model_loader: - kv 28: step35.leading_dense_block_count u32 = 3 0.02.943.603 I llama_model_loader: - kv 29: step35.moe_every_n_layers u32 = 1 0.02.943.605 I llama_model_loader: - kv 30: step35.attention.layer_norm_rms_epsilon f32 = 0.000010 0.02.943.610 I llama_model_loader: - kv 31: step35.swiglu_clamp_exp arr[f32,48] = [0.000000, 0.000000, 0.000000, 0.0000... 0.02.943.614 I llama_model_loader: - kv 32: step35.swiglu_clamp_shexp arr[f32,48] = [0.000000, 0.000000, 0.000000, 0.0000... 0.02.943.616 I llama_model_loader: - kv 33: step35.nextn_predict_layers u32 = 3 0.02.943.616 I llama_model_loader: - kv 34: tokenizer.ggml.model str = gpt2 0.02.943.617 I llama_model_loader: - kv 35: tokenizer.ggml.pre str = deepseek-v3 0.02.951.059 I llama_model_loader: - kv 36: tokenizer.ggml.tokens arr[str,128896] = ["<｜begin▁of▁sentence｜>", "<�... 0.02.952.922 I llama_model_loader: - kv 37: tokenizer.ggml.token_type arr[i32,128896] = [3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, ... 0.02.959.931 I llama_model_loader: - kv 38: tokenizer.ggml.merges arr[str,127741] = ["Ġ t", "Ġ a", "i n", "Ġ Ġ", "h e... 0.02.959.940 I llama_model_loader: - kv 39: tokenizer.ggml.bos_token_id u32 = 0 0.02.959.941 I llama_model_loader: - kv 40: tokenizer.ggml.eos_token_id u32 = 128007 0.02.959.941 I llama_model_loader: - kv 41: tokenizer.ggml.padding_token_id u32 = 1 0.02.959.942 I llama_model_loader: - kv 42: tokenizer.ggml.add_bos_token bool = true 0.02.959.942 I llama_model_loader: - kv 43: tokenizer.ggml.add_sep_token bool = false 0.02.959.943 I llama_model_loader: - kv 44: tokenizer.ggml.add_eos_token bool = false 0.02.959.945 I llama_model_loader: - kv 45: tokenizer.chat_template str = {% macro render_content(content) %}{%... 0.02.959.946 I llama_model_loader: - kv 46: general.quantization_version u32 = 2 0.02.959.946 I llama_model_loader: - kv 47: general.file_type u32 = 18 0.02.959.946 I llama_model_loader: - kv 48: MoE_Quantization.ffn_up_exps str = IQ2_XS 0.02.959.947 I llama_model_loader: - kv 49: MoE_Quantization.ffn_gate_exps str = IQ2_XS 0.02.959.947 I llama_model_loader: - kv 50: MoE_Quantization.ffn_down_exps str = IQ3_XXS 0.02.959.947 I llama_model_loader: - kv 51: MoE_Quantization.type_default str = Q6_K 0.02.959.948 I llama_model_loader: - kv 52: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/Step-3.5-Flas... 0.02.959.948 I llama_model_loader: - kv 53: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati... 0.02.959.949 I llama_model_loader: - kv 54: quantize.imatrix.entries_count u32 = 528 0.02.959.949 I llama_model_loader: - kv 55: quantize.imatrix.chunks_count u32 = 50 0.02.959.950 I llama_model_loader: - type f32: 287 tensors 0.02.959.950 I llama_model_loader: - type q8_0: 30 tensors 0.02.959.950 I llama_model_loader: - type q6_K: 362 tensors 0.02.959.951 I llama_model_loader: - type iq2_xs: 84 tensors 0.02.959.951 I llama_model_loader: - type iq3_xxs: 42 tensors 0.02.959.952 I print_info: file format = GGUF V3 (latest) 0.02.959.953 I print_info: file type = Q6_K 0.02.959.955 I print_info: file size = 64.43 GiB (2.78 BPW) 0.02.960.302 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free 0.02.960.324 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free 0.02.960.331 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free 0.02.960.336 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free 0.02.960.341 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free 0.02.960.347 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free 0.02.960.352 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96687 MiB free 0.02.960.359 I llama_prepare_model_devices: using device CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96687 MiB free 0.02.996.888 I load: 0 unused tokens 0.03.004.837 I load: printing all EOG tokens: 0.03.004.844 I load: - 1 ('<｜end▁of▁sentence｜>') 0.03.004.845 I load: - 128007 ('<|im_end|>') 0.03.004.912 I load: special tokens cache size = 818 0.03.026.791 I load: token to piece cache size = 0.8220 MB 0.03.026.806 I print_info: arch = step35 0.03.026.806 I print_info: vocab_only = 0 0.03.026.806 I print_info: no_alloc = 0 0.03.026.807 I print_info: n_ctx_train = 262144 0.03.026.807 I print_info: n_embd = 4096 0.03.026.807 I print_info: n_embd_inp = 4096 0.03.026.808 I print_info: n_layer = 48 0.03.026.816 I print_info: n_head = [64, 96, 96, 96, 64, 96, 96, 96, 64, 96, 96, 96, 64, 96, 96, 96, 64, 96, 96, 96, 64, 96, 96, 96, 64, 96, 96, 96, 64, 96, 96, 96, 64, 96, 96, 96, 64, 96, 96, 96, 64, 96, 96, 96, 64, 96, 96, 96] 0.03.026.817 I print_info: n_head_kv = 8 0.03.026.817 I print_info: n_rot = 64 0.03.026.817 I print_info: n_swa = 512 0.03.026.818 I print_info: is_swa_any = 1 0.03.026.818 I print_info: n_embd_head_k = 128 0.03.026.818 I print_info: n_embd_head_v = 128 0.03.026.820 I print_info: n_gqa = [8, 12, 12, 12, 8, 12, 12, 12, 8, 12, 12, 12, 8, 12, 12, 12, 8, 12, 12, 12, 8, 12, 12, 12, 8, 12, 12, 12, 8, 12, 12, 12, 8, 12, 12, 12, 8, 12, 12, 12, 8, 12, 12, 12, 8, 12, 12, 12] 0.03.026.822 I print_info: n_embd_k_gqa = 1024 0.03.026.822 I print_info: n_embd_v_gqa = 1024 0.03.026.823 I print_info: f_norm_eps = 0.0e+00 0.03.026.824 I print_info: f_norm_rms_eps = 1.0e-05 0.03.026.824 I print_info: f_clamp_kqv = 0.0e+00 0.03.026.824 I print_info: f_max_alibi_bias = 0.0e+00 0.03.026.825 I print_info: f_logit_scale = 0.0e+00 0.03.026.825 I print_info: f_attn_scale = 0.0e+00 0.03.026.825 I print_info: f_attn_value_scale = 0.0000 0.03.026.826 I print_info: n_ff = 11264 0.03.026.826 I print_info: n_expert = 288 0.03.026.826 I print_info: n_expert_used = 8 0.03.026.826 I print_info: n_expert_groups = 0 0.03.026.826 I print_info: n_group_used = 0 0.03.026.826 I print_info: causal attn = 1 0.03.026.827 I print_info: pooling type = -1 0.03.026.827 I print_info: rope type = 2 0.03.026.827 I print_info: rope scaling = linear 0.03.026.828 I print_info: freq_base_train = 5000000.0 0.03.026.828 I print_info: freq_scale_train = 1 0.03.026.828 I print_info: freq_base_swa = 10000.0 0.03.026.828 I print_info: freq_scale_swa = 1 0.03.026.829 I print_info: n_embd_head_k_swa = 128 0.03.026.829 I print_info: n_embd_head_v_swa = 128 0.03.026.829 I print_info: n_rot_swa = 128 0.03.026.829 I print_info: n_ctx_orig_yarn = 262144 0.03.026.829 I print_info: rope_yarn_log_mul = 0.0000 0.03.026.829 I print_info: rope_finetuned = unknown 0.03.026.830 I print_info: model type = 196B.A11B 0.03.026.831 I print_info: model params = 199.38 B 0.03.026.831 I print_info: general.name = Step 3.5 Flash 0.03.026.832 I print_info: vocab type = BPE 0.03.026.833 I print_info: n_vocab = 128896 0.03.026.833 I print_info: n_merges = 127741 0.03.026.833 I print_info: BOS token = 0 '<｜begin▁of▁sentence｜>' 0.03.026.833 I print_info: EOS token = 128007 '<|im_end|>' 0.03.026.833 I print_info: EOT token = 128007 '<|im_end|>' 0.03.026.833 I print_info: PAD token = 1 '<｜end▁of▁sentence｜>' 0.03.026.834 I print_info: LF token = 201 'Ċ' 0.03.026.834 I print_info: FIM PRE token = 128801 '<｜fim▁begin｜>' 0.03.026.834 I print_info: FIM SUF token = 128800 '<｜fim▁hole｜>' 0.03.026.834 I print_info: FIM MID token = 128802 '<｜fim▁end｜>' 0.03.026.834 I print_info: EOG token = 1 '<｜end▁of▁sentence｜>' 0.03.026.835 I print_info: EOG token = 128007 '<|im_end|>' 0.03.026.835 I print_info: max token length = 256 0.03.026.835 I load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false) 0.23.453.217 I load_tensors: offloading output layer to GPU 0.23.453.225 I load_tensors: offloading 47 repeating layers to GPU 0.23.453.226 I load_tensors: offloaded 49/49 layers to GPU 0.23.453.231 I load_tensors: CPU_Mapped model buffer size = 413.03 MiB 0.23.453.231 I load_tensors: CUDA0 model buffer size = 6473.93 MiB 0.23.453.232 I load_tensors: CUDA1 model buffer size = 8864.55 MiB 0.23.453.232 I load_tensors: CUDA2 model buffer size = 8890.90 MiB 0.23.453.233 I load_tensors: CUDA3 model buffer size = 8864.55 MiB 0.23.453.233 I load_tensors: CUDA4 model buffer size = 8890.90 MiB 0.23.453.233 I load_tensors: CUDA5 model buffer size = 8864.55 MiB 0.23.453.233 I load_tensors: CUDA6 model buffer size = 8890.90 MiB 0.23.453.234 I load_tensors: CUDA7 model buffer size = 5819.70 MiB .................................................................................................... 0.26.702.250 I common_init_result: added <｜end▁of▁sentence｜> logit bias = -inf 0.26.702.721 I common_init_result: added <|im_end|> logit bias = -inf 0.26.702.972 I llama_context: constructing llama_context 0.26.702.980 I llama_context: n_seq_max = 16 0.26.702.981 I llama_context: n_ctx = 8192 0.26.702.981 I llama_context: n_ctx_seq = 512 0.26.702.981 I llama_context: n_batch = 8192 0.26.702.981 I llama_context: n_ubatch = 8192 0.26.702.982 I llama_context: causal_attn = 1 0.26.702.982 I llama_context: flash_attn = enabled 0.26.702.983 I llama_context: kv_unified = false 0.26.702.986 I llama_context: freq_base = 5000000.0 0.26.702.987 I llama_context: freq_scale = 1 0.26.702.987 I llama_context: n_rs_seq = 0 0.26.702.987 I llama_context: n_outputs_max = 8192 0.26.702.988 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized 0.26.706.335 I llama_context: CUDA_Host output buffer size = 7.87 MiB 0.26.706.345 I llama_kv_cache_iswa: creating non-SWA KV cache, size = 512 cells 0.26.706.659 I llama_kv_cache: CUDA0 KV buffer size = 64.00 MiB 0.26.706.903 I llama_kv_cache: CUDA1 KV buffer size = 64.00 MiB 0.26.707.133 I llama_kv_cache: CUDA2 KV buffer size = 32.00 MiB 0.26.707.339 I llama_kv_cache: CUDA3 KV buffer size = 64.00 MiB 0.26.707.541 I llama_kv_cache: CUDA4 KV buffer size = 32.00 MiB 0.26.707.738 I llama_kv_cache: CUDA5 KV buffer size = 64.00 MiB 0.26.707.943 I llama_kv_cache: CUDA6 KV buffer size = 32.00 MiB 0.26.708.169 I llama_kv_cache: CUDA7 KV buffer size = 32.00 MiB 0.26.708.206 I llama_kv_cache: size = 384.00 MiB ( 512 cells, 12 layers, 16/16 seqs), K (f16): 192.00 MiB, V (f16): 192.00 MiB 0.26.708.216 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128 0.26.708.216 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128 0.26.708.217 I llama_kv_cache_iswa: creating SWA KV cache, size = 512 cells 0.26.708.532 I llama_kv_cache: CUDA0 KV buffer size = 160.00 MiB 0.26.708.805 I llama_kv_cache: CUDA1 KV buffer size = 128.00 MiB 0.26.709.044 I llama_kv_cache: CUDA2 KV buffer size = 160.00 MiB 0.26.709.298 I llama_kv_cache: CUDA3 KV buffer size = 128.00 MiB 0.26.709.533 I llama_kv_cache: CUDA4 KV buffer size = 160.00 MiB 0.26.709.796 I llama_kv_cache: CUDA5 KV buffer size = 128.00 MiB 0.26.710.031 I llama_kv_cache: CUDA6 KV buffer size = 160.00 MiB 0.26.710.286 I llama_kv_cache: CUDA7 KV buffer size = 128.00 MiB 0.26.710.365 I llama_kv_cache: size = 1152.00 MiB ( 512 cells, 36 layers, 16/16 seqs), K (f16): 576.00 MiB, V (f16): 576.00 MiB 0.26.710.372 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128 0.26.710.373 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128 0.26.710.458 I llama_context: pipeline parallelism enabled 0.26.710.464 I sched_reserve: reserving ... 0.26.711.895 I sched_reserve: resolving fused Gated Delta Net support: 0.26.712.684 I sched_reserve: fused Gated Delta Net (autoregressive) enabled 0.26.713.307 I sched_reserve: fused Gated Delta Net (chunked) enabled 0.26.798.584 I sched_reserve: CUDA0 compute buffer size = 3073.12 MiB 0.26.798.597 I sched_reserve: CUDA1 compute buffer size = 3073.12 MiB 0.26.798.598 I sched_reserve: CUDA2 compute buffer size = 3073.12 MiB 0.26.798.599 I sched_reserve: CUDA3 compute buffer size = 3073.12 MiB 0.26.798.599 I sched_reserve: CUDA4 compute buffer size = 3073.12 MiB 0.26.798.599 I sched_reserve: CUDA5 compute buffer size = 3073.12 MiB 0.26.798.600 I sched_reserve: CUDA6 compute buffer size = 3073.12 MiB 0.26.798.600 I sched_reserve: CUDA7 compute buffer size = 4861.25 MiB 0.26.798.601 I sched_reserve: CUDA_Host compute buffer size = 321.38 MiB 0.26.798.601 I sched_reserve: graph nodes = 3419 0.26.798.601 I sched_reserve: graph splits = 9 0.26.798.603 I sched_reserve: reserve took 88.14 ms, sched copies = 4 0.26.798.757 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) 0.26.879.917 I 0.26.880.034 I 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 | 0.26.892.668 I kl_divergence: computing over 561 chunks, n_ctx=512, batch_size=8192, n_seq=16 0.29.572.665 I kl_divergence: 2.68 seconds per pass - ETA 1.55 minutes chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p 1 2.3474 ± 0.2282 0.43879 ± 0.07234 0.37385 ± 0.04690 26.189 ± 1.953 % 81.961 ± 2.413 % 2 2.8660 ± 0.2169 0.39383 ± 0.04882 0.39721 ± 0.03060 26.148 ± 1.317 % 79.216 ± 1.799 % 3 2.2233 ± 0.1252 0.31695 ± 0.03544 0.32496 ± 0.02332 24.928 ± 1.114 % 83.268 ± 1.350 % 4 2.2409 ± 0.1084 0.41707 ± 0.03417 0.41510 ± 0.02587 29.667 ± 1.041 % 81.667 ± 1.212 % 5 2.1306 ± 0.0892 0.41957 ± 0.03045 0.41235 ± 0.02369 29.933 ± 0.929 % 82.431 ± 1.066 % 6 2.0925 ± 0.0789 0.44726 ± 0.02886 0.44219 ± 0.02376 31.249 ± 0.877 % 82.484 ± 0.972 % 7 2.0837 ± 0.0731 0.47129 ± 0.02773 0.45626 ± 0.02299 31.887 ± 0.816 % 82.409 ± 0.901 % 8 2.0772 ± 0.0693 0.48697 ± 0.02733 0.47668 ± 0.02275 32.362 ± 0.766 % 82.206 ± 0.847 % 9 2.0907 ± 0.0662 0.50951 ± 0.02655 0.50055 ± 0.02248 33.119 ± 0.726 % 82.135 ± 0.800 % 10 2.0668 ± 0.0625 0.51418 ± 0.02558 0.50215 ± 0.02172 33.040 ± 0.689 % 82.510 ± 0.752 % 11 2.0747 ± 0.0590 0.51198 ± 0.02433 0.51082 ± 0.02053 33.442 ± 0.656 % 82.032 ± 0.725 % 12 2.1546 ± 0.0600 0.54168 ± 0.02383 0.53618 ± 0.01999 34.202 ± 0.626 % 81.176 ± 0.707 % 13 2.1708 ± 0.0598 0.54089 ± 0.02311 0.52936 ± 0.01903 33.919 ± 0.600 % 81.418 ± 0.676 % 14 2.2274 ± 0.0601 0.53074 ± 0.02222 0.52343 ± 0.01808 33.328 ± 0.577 % 81.064 ± 0.656 % 15 2.2977 ± 0.0611 0.52959 ± 0.02157 0.52543 ± 0.01725 33.158 ± 0.553 % 80.758 ± 0.637 % 16 2.3347 ± 0.0603 0.51270 ± 0.02053 0.51334 ± 0.01638 32.523 ± 0.535 % 80.539 ± 0.620 % 17 2.4798 ± 0.0655 0.50255 ± 0.01970 0.50151 ± 0.01553 31.722 ± 0.519 % 80.531 ± 0.601 % 18 2.5817 ± 0.0681 0.48878 ± 0.01893 0.49151 ± 0.01480 31.108 ± 0.504 % 80.632 ± 0.583 % 19 2.5461 ± 0.0652 0.48174 ± 0.01824 0.48591 ± 0.01433 30.899 ± 0.489 % 80.949 ± 0.564 % 20 2.5316 ± 0.0628 0.48679 ± 0.01779 0.48991 ± 0.01405 31.170 ± 0.478 % 80.902 ± 0.550 % 21 2.5522 ± 0.0618 0.49171 ± 0.01739 0.49709 ± 0.01373 31.306 ± 0.464 % 80.504 ± 0.541 % 22 2.5114 ± 0.0591 0.48263 ± 0.01680 0.48762 ± 0.01326 31.057 ± 0.453 % 80.695 ± 0.527 % 23 2.4633 ± 0.0561 0.47490 ± 0.01626 0.48028 ± 0.01288 30.829 ± 0.443 % 81.006 ± 0.512 % 24 2.4572 ± 0.0545 0.47563 ± 0.01590 0.48086 ± 0.01257 30.871 ± 0.433 % 80.866 ± 0.503 % 25 2.4289 ± 0.0523 0.47110 ± 0.01545 0.47525 ± 0.01220 30.782 ± 0.424 % 80.957 ± 0.492 % 26 2.4067 ± 0.0506 0.46682 ± 0.01513 0.47106 ± 0.01188 30.743 ± 0.416 % 81.161 ± 0.480 % 27 2.4043 ± 0.0494 0.47188 ± 0.01483 0.47532 ± 0.01169 30.993 ± 0.409 % 81.060 ± 0.472 % 28 2.3883 ± 0.0477 0.46854 ± 0.01447 0.47390 ± 0.01140 30.972 ± 0.400 % 80.966 ± 0.465 % 29 2.3929 ± 0.0469 0.47311 ± 0.01422 0.47859 ± 0.01119 31.205 ± 0.391 % 80.838 ± 0.458 % 30 2.3952 ± 0.0461 0.46979 ± 0.01390 0.47607 ± 0.01090 31.065 ± 0.383 % 80.784 ± 0.450 % 31 2.3853 ± 0.0452 0.46631 ± 0.01360 0.47603 ± 0.01076 30.982 ± 0.376 % 80.797 ± 0.443 % 32 2.3710 ± 0.0439 0.46730 ± 0.01332 0.47654 ± 0.01057 31.110 ± 0.370 % 80.748 ± 0.437 % 33 2.3812 ± 0.0433 0.47522 ± 0.01317 0.48217 ± 0.01044 31.285 ± 0.363 % 80.570 ± 0.431 % 34 2.4222 ± 0.0440 0.48527 ± 0.01319 0.49087 ± 0.01042 31.466 ± 0.358 % 80.381 ± 0.427 % 35 2.4511 ± 0.0440 0.49505 ± 0.01310 0.49887 ± 0.01033 31.721 ± 0.352 % 80.157 ± 0.422 % 36 2.4785 ± 0.0443 0.49899 ± 0.01298 0.50227 ± 0.01020 31.824 ± 0.346 % 80.033 ± 0.417 % 37 2.5081 ± 0.0444 0.49102 ± 0.01275 0.49577 ± 0.00997 31.521 ± 0.342 % 80.064 ± 0.411 % 38 2.5607 ± 0.0454 0.48985 ± 0.01257 0.49428 ± 0.00980 31.354 ± 0.337 % 79.990 ± 0.406 % 39 2.5934 ± 0.0456 0.48251 ± 0.01234 0.48746 ± 0.00958 31.073 ± 0.332 % 80.030 ± 0.401 % 40 2.6521 ± 0.0467 0.47669 ± 0.01216 0.48247 ± 0.00938 30.812 ± 0.328 % 79.931 ± 0.397 % 41 2.6948 ± 0.0473 0.47546 ± 0.01207 0.48109 ± 0.00926 30.649 ± 0.324 % 79.818 ± 0.393 % 42 2.6928 ± 0.0466 0.47085 ± 0.01190 0.47853 ± 0.00910 30.542 ± 0.319 % 79.813 ± 0.388 % 43 2.7307 ± 0.0470 0.46432 ± 0.01170 0.47440 ± 0.00892 30.285 ± 0.315 % 79.808 ± 0.383 % 44 2.7424 ± 0.0468 0.45716 ± 0.01151 0.46910 ± 0.00875 30.033 ± 0.312 % 79.929 ± 0.378 % 45 2.8010 ± 0.0476 0.45507 ± 0.01134 0.46717 ± 0.00859 29.816 ± 0.308 % 79.756 ± 0.375 % 46 2.8384 ± 0.0481 0.44734 ± 0.01115 0.46255 ± 0.00843 29.580 ± 0.305 % 79.710 ± 0.371 % 47 2.8473 ± 0.0478 0.44997 ± 0.01110 0.46497 ± 0.00836 29.596 ± 0.301 % 79.675 ± 0.368 % 48 2.8365 ± 0.0471 0.44921 ± 0.01102 0.46643 ± 0.00830 29.632 ± 0.298 % 79.665 ± 0.364 % 49 2.8343 ± 0.0465 0.45117 ± 0.01091 0.46872 ± 0.00823 29.710 ± 0.295 % 79.688 ± 0.360 % 50 2.8196 ± 0.0457 0.45192 ± 0.01081 0.47060 ± 0.00817 29.870 ± 0.292 % 79.733 ± 0.356 % 51 2.8523 ± 0.0460 0.45141 ± 0.01069 0.47119 ± 0.00806 29.739 ± 0.289 % 79.654 ± 0.353 % 52 2.8489 ± 0.0454 0.45119 ± 0.01060 0.47068 ± 0.00796 29.726 ± 0.286 % 79.661 ± 0.350 % 53 2.8890 ± 0.0459 0.45542 ± 0.01053 0.47468 ± 0.00789 29.704 ± 0.282 % 79.497 ± 0.347 % 54 2.9012 ± 0.0458 0.45474 ± 0.01046 0.47559 ± 0.00782 29.661 ± 0.279 % 79.448 ± 0.344 % 55 2.9233 ± 0.0459 0.45521 ± 0.01036 0.47641 ± 0.00772 29.592 ± 0.276 % 79.380 ± 0.342 % 56 2.9472 ± 0.0460 0.45883 ± 0.01029 0.47832 ± 0.00765 29.567 ± 0.273 % 79.272 ± 0.339 % 57 2.9596 ± 0.0459 0.46243 ± 0.01023 0.48129 ± 0.00761 29.626 ± 0.271 % 79.188 ± 0.337 % 58 2.9758 ± 0.0458 0.46482 ± 0.01016 0.48392 ± 0.00755 29.639 ± 0.268 % 79.026 ± 0.335 % 59 2.9810 ± 0.0455 0.46274 ± 0.01005 0.48193 ± 0.00745 29.545 ± 0.265 % 78.963 ± 0.332 % 60 3.0093 ± 0.0457 0.46413 ± 0.00998 0.48308 ± 0.00737 29.534 ± 0.263 % 78.876 ± 0.330 % 61 3.0132 ± 0.0454 0.46793 ± 0.00991 0.48592 ± 0.00733 29.660 ± 0.260 % 78.804 ± 0.328 % 62 3.0546 ± 0.0459 0.46727 ± 0.00982 0.48470 ± 0.00724 29.533 ± 0.258 % 78.697 ± 0.326 % 63 3.0850 ± 0.0463 0.46930 ± 0.00975 0.48567 ± 0.00717 29.475 ± 0.255 % 78.568 ± 0.324 % 64 3.1092 ± 0.0464 0.46978 ± 0.00969 0.48519 ± 0.00709 29.409 ± 0.253 % 78.511 ± 0.322 % 65 3.1124 ± 0.0461 0.46986 ± 0.00961 0.48494 ± 0.00701 29.370 ± 0.250 % 78.480 ± 0.319 % 66 3.1133 ± 0.0456 0.47204 ± 0.00954 0.48684 ± 0.00695 29.423 ± 0.248 % 78.431 ± 0.317 % 67 3.1108 ± 0.0453 0.47259 ± 0.00951 0.48848 ± 0.00693 29.443 ± 0.246 % 78.390 ± 0.315 % 68 3.1241 ± 0.0452 0.47368 ± 0.00946 0.49082 ± 0.00688 29.426 ± 0.244 % 78.253 ± 0.313 % 69 3.1267 ± 0.0449 0.47463 ± 0.00941 0.49278 ± 0.00684 29.455 ± 0.242 % 78.227 ± 0.311 % 70 3.1287 ± 0.0446 0.47484 ± 0.00937 0.49476 ± 0.00679 29.483 ± 0.240 % 78.162 ± 0.309 % 71 3.1233 ± 0.0442 0.47513 ± 0.00931 0.49587 ± 0.00675 29.525 ± 0.238 % 78.194 ± 0.307 % 72 3.1219 ± 0.0439 0.47495 ± 0.00926 0.49659 ± 0.00671 29.513 ± 0.237 % 78.170 ± 0.305 % 73 3.1362 ± 0.0439 0.47530 ± 0.00920 0.49665 ± 0.00665 29.459 ± 0.235 % 78.163 ± 0.303 % 74 3.1513 ± 0.0439 0.47382 ± 0.00914 0.49599 ± 0.00660 29.385 ± 0.233 % 78.166 ± 0.301 % 75 3.1460 ± 0.0436 0.47203 ± 0.00906 0.49430 ± 0.00654 29.295 ± 0.232 % 78.254 ± 0.298 % 76 3.1231 ± 0.0428 0.47130 ± 0.00900 0.49330 ± 0.00650 29.323 ± 0.231 % 78.318 ± 0.296 % 77 3.1125 ± 0.0423 0.47209 ± 0.00894 0.49334 ± 0.00646 29.339 ± 0.229 % 78.406 ± 0.294 % 78 3.1207 ± 0.0422 0.47715 ± 0.00892 0.49776 ± 0.00647 29.492 ± 0.228 % 78.336 ± 0.292 % 79 3.1210 ± 0.0420 0.47946 ± 0.00889 0.49987 ± 0.00645 29.559 ± 0.227 % 78.302 ± 0.290 % 80 3.1238 ± 0.0418 0.48296 ± 0.00886 0.50473 ± 0.00646 29.702 ± 0.225 % 78.157 ± 0.289 % 81 3.1236 ± 0.0414 0.48524 ± 0.00881 0.50787 ± 0.00643 29.794 ± 0.224 % 78.054 ± 0.288 % 82 3.1387 ± 0.0414 0.48858 ± 0.00880 0.51155 ± 0.00640 29.910 ± 0.222 % 77.953 ± 0.287 % 83 3.1464 ± 0.0413 0.49319 ± 0.00878 0.51410 ± 0.00637 30.013 ± 0.221 % 77.893 ± 0.285 % 84 3.1437 ± 0.0410 0.49444 ± 0.00875 0.51662 ± 0.00635 30.058 ± 0.219 % 77.843 ± 0.284 % 85 3.1434 ± 0.0408 0.49715 ± 0.00873 0.51889 ± 0.00634 30.077 ± 0.218 % 77.809 ± 0.282 % 86 3.1434 ± 0.0406 0.49587 ± 0.00869 0.51928 ± 0.00630 30.052 ± 0.216 % 77.788 ± 0.281 % 87 3.1737 ± 0.0409 0.50154 ± 0.00869 0.52442 ± 0.00628 30.117 ± 0.215 % 77.638 ± 0.280 % 88 3.1707 ± 0.0406 0.50398 ± 0.00865 0.52637 ± 0.00627 30.213 ± 0.214 % 77.602 ± 0.278 % 89 3.1799 ± 0.0405 0.50625 ± 0.00862 0.52819 ± 0.00623 30.238 ± 0.212 % 77.524 ± 0.277 % 90 3.1857 ± 0.0404 0.50841 ± 0.00858 0.52937 ± 0.00620 30.259 ± 0.211 % 77.508 ± 0.276 % 91 3.1881 ± 0.0402 0.51122 ± 0.00854 0.53166 ± 0.00618 30.313 ± 0.210 % 77.479 ± 0.274 % 92 3.1839 ± 0.0399 0.51177 ± 0.00849 0.53291 ± 0.00615 30.368 ± 0.209 % 77.425 ± 0.273 % 93 3.1875 ± 0.0398 0.51458 ± 0.00846 0.53544 ± 0.00612 30.449 ± 0.207 % 77.327 ± 0.272 % 94 3.1882 ± 0.0395 0.51763 ± 0.00843 0.53915 ± 0.00613 30.565 ± 0.207 % 77.247 ± 0.271 % 95 3.1950 ± 0.0395 0.51929 ± 0.00839 0.54077 ± 0.00610 30.574 ± 0.205 % 77.160 ± 0.270 % 96 3.2172 ± 0.0396 0.52416 ± 0.00839 0.54473 ± 0.00609 30.637 ± 0.204 % 77.051 ± 0.269 % 97 3.2363 ± 0.0398 0.52444 ± 0.00835 0.54470 ± 0.00604 30.602 ± 0.203 % 76.980 ± 0.268 % 98 3.2395 ± 0.0397 0.52595 ± 0.00833 0.54604 ± 0.00602 30.615 ± 0.202 % 76.907 ± 0.267 % 99 3.2354 ± 0.0394 0.52781 ± 0.00830 0.54742 ± 0.00601 30.692 ± 0.201 % 76.910 ± 0.265 % 100 3.2326 ± 0.0391 0.52805 ± 0.00826 0.54852 ± 0.00599 30.723 ± 0.200 % 76.902 ± 0.264 % 101 3.2311 ± 0.0389 0.52773 ± 0.00822 0.54817 ± 0.00596 30.706 ± 0.199 % 76.913 ± 0.263 % 102 3.2483 ± 0.0390 0.52851 ± 0.00819 0.54847 ± 0.00592 30.666 ± 0.198 % 76.870 ± 0.261 % 103 3.2641 ± 0.0391 0.53083 ± 0.00816 0.54993 ± 0.00590 30.658 ± 0.197 % 76.787 ± 0.261 % 104 3.2929 ± 0.0394 0.53096 ± 0.00812 0.54926 ± 0.00585 30.577 ± 0.195 % 76.727 ± 0.259 % 105 3.3002 ± 0.0393 0.52942 ± 0.00807 0.54789 ± 0.00581 30.522 ± 0.194 % 76.754 ± 0.258 % 106 3.3359 ± 0.0398 0.52775 ± 0.00802 0.54612 ± 0.00577 30.420 ± 0.193 % 76.778 ± 0.257 % 107 3.3602 ± 0.0400 0.52375 ± 0.00796 0.54313 ± 0.00572 30.304 ± 0.193 % 76.775 ± 0.256 % 108 3.3800 ± 0.0402 0.52041 ± 0.00791 0.54100 ± 0.00568 30.220 ± 0.192 % 76.794 ± 0.254 % 109 3.4171 ± 0.0408 0.51745 ± 0.00785 0.53841 ± 0.00563 30.115 ± 0.191 % 76.809 ± 0.253 % 110 3.4513 ± 0.0412 0.51468 ± 0.00779 0.53541 ± 0.00559 29.997 ± 0.190 % 76.845 ± 0.252 % 111 3.4799 ± 0.0416 0.51125 ± 0.00775 0.53316 ± 0.00555 29.890 ± 0.189 % 76.838 ± 0.251 % 112 3.4659 ± 0.0412 0.51020 ± 0.00772 0.53236 ± 0.00551 29.881 ± 0.188 % 76.849 ± 0.250 % 113 3.4697 ± 0.0410 0.51041 ± 0.00768 0.53223 ± 0.00548 29.873 ± 0.187 % 76.832 ± 0.249 % 114 3.4757 ± 0.0410 0.50964 ± 0.00764 0.53206 ± 0.00545 29.843 ± 0.186 % 76.828 ± 0.247 % 115 3.4741 ± 0.0408 0.50853 ± 0.00760 0.53112 ± 0.00542 29.807 ± 0.185 % 76.839 ± 0.246 % 116 3.4887 ± 0.0408 0.50880 ± 0.00756 0.53090 ± 0.00538 29.786 ± 0.185 % 76.802 ± 0.245 % 117 3.4898 ± 0.0406 0.50866 ± 0.00753 0.53056 ± 0.00536 29.757 ± 0.184 % 76.792 ± 0.244 % 118 3.4880 ± 0.0405 0.50763 ± 0.00750 0.52902 ± 0.00533 29.694 ± 0.183 % 76.836 ± 0.243 % 119 3.4756 ± 0.0401 0.50551 ± 0.00745 0.52731 ± 0.00529 29.636 ± 0.182 % 76.869 ± 0.242 % 120 3.4707 ± 0.0398 0.50473 ± 0.00741 0.52641 ± 0.00526 29.625 ± 0.181 % 76.856 ± 0.241 % 121 3.4731 ± 0.0397 0.50393 ± 0.00737 0.52588 ± 0.00523 29.589 ± 0.180 % 76.853 ± 0.240 % 122 3.4610 ± 0.0393 0.50195 ± 0.00733 0.52440 ± 0.00520 29.541 ± 0.180 % 76.895 ± 0.239 % 123 3.4549 ± 0.0391 0.50051 ± 0.00731 0.52423 ± 0.00518 29.505 ± 0.179 % 76.888 ± 0.238 % 124 3.4512 ± 0.0389 0.50126 ± 0.00728 0.52381 ± 0.00515 29.505 ± 0.178 % 76.891 ± 0.237 % 125 3.4434 ± 0.0386 0.50072 ± 0.00724 0.52346 ± 0.00512 29.508 ± 0.177 % 76.888 ± 0.236 % 126 3.4396 ± 0.0384 0.50008 ± 0.00721 0.52298 ± 0.00510 29.485 ± 0.176 % 76.919 ± 0.235 % 127 3.4393 ± 0.0382 0.49984 ± 0.00718 0.52294 ± 0.00508 29.456 ± 0.176 % 76.912 ± 0.234 % 128 3.4345 ± 0.0380 0.49917 ± 0.00714 0.52203 ± 0.00505 29.434 ± 0.175 % 76.918 ± 0.233 % 129 3.4359 ± 0.0378 0.49813 ± 0.00711 0.52243 ± 0.00502 29.416 ± 0.174 % 76.881 ± 0.232 % 130 3.4374 ± 0.0377 0.49825 ± 0.00709 0.52311 ± 0.00501 29.435 ± 0.173 % 76.857 ± 0.232 % 131 3.4393 ± 0.0376 0.49863 ± 0.00707 0.52339 ± 0.00499 29.421 ± 0.173 % 76.875 ± 0.231 % 132 3.4383 ± 0.0374 0.49769 ± 0.00704 0.52220 ± 0.00496 29.375 ± 0.172 % 76.892 ± 0.230 % 133 3.4454 ± 0.0374 0.49493 ± 0.00700 0.51993 ± 0.00493 29.291 ± 0.171 % 76.960 ± 0.229 % 134 3.4517 ± 0.0373 0.49424 ± 0.00697 0.51913 ± 0.00490 29.250 ± 0.171 % 76.974 ± 0.228 % 135 3.4515 ± 0.0372 0.49526 ± 0.00695 0.52062 ± 0.00490 29.286 ± 0.170 % 76.967 ± 0.227 % 136 3.4504 ± 0.0370 0.49652 ± 0.00693 0.52147 ± 0.00488 29.328 ± 0.169 % 76.949 ± 0.226 % 137 3.4487 ± 0.0368 0.49732 ± 0.00691 0.52225 ± 0.00487 29.364 ± 0.169 % 76.934 ± 0.225 % 138 3.4432 ± 0.0366 0.49728 ± 0.00688 0.52198 ± 0.00485 29.373 ± 0.168 % 76.931 ± 0.225 % 139 3.4441 ± 0.0365 0.49830 ± 0.00685 0.52231 ± 0.00483 29.388 ± 0.167 % 76.908 ± 0.224 % 140 3.4359 ± 0.0362 0.49644 ± 0.00682 0.52093 ± 0.00480 29.343 ± 0.167 % 76.952 ± 0.223 % 141 3.4322 ± 0.0360 0.49532 ± 0.00678 0.51932 ± 0.00477 29.298 ± 0.166 % 76.966 ± 0.222 % 142 3.4235 ± 0.0357 0.49291 ± 0.00674 0.51729 ± 0.00474 29.224 ± 0.166 % 77.012 ± 0.221 % 143 3.4220 ± 0.0356 0.49143 ± 0.00671 0.51544 ± 0.00472 29.173 ± 0.165 % 77.036 ± 0.220 % 144 3.4129 ± 0.0353 0.48845 ± 0.00667 0.51291 ± 0.00469 29.094 ± 0.164 % 77.127 ± 0.219 % 145 3.4012 ± 0.0350 0.48782 ± 0.00664 0.51201 ± 0.00467 29.086 ± 0.164 % 77.174 ± 0.218 % 146 3.3924 ± 0.0347 0.48744 ± 0.00661 0.51157 ± 0.00465 29.085 ± 0.163 % 77.182 ± 0.217 % 147 3.3896 ± 0.0346 0.48782 ± 0.00660 0.51163 ± 0.00464 29.090 ± 0.163 % 77.194 ± 0.217 % 148 3.3821 ± 0.0344 0.48751 ± 0.00657 0.51129 ± 0.00463 29.089 ± 0.162 % 77.228 ± 0.216 % 149 3.3817 ± 0.0342 0.48822 ± 0.00656 0.51128 ± 0.00461 29.096 ± 0.162 % 77.247 ± 0.215 % 150 3.3702 ± 0.0340 0.48710 ± 0.00653 0.51029 ± 0.00459 29.086 ± 0.161 % 77.263 ± 0.214 % 151 3.3624 ± 0.0337 0.48741 ± 0.00650 0.51014 ± 0.00457 29.107 ± 0.161 % 77.260 ± 0.214 % 152 3.3554 ± 0.0335 0.48657 ± 0.00648 0.50975 ± 0.00456 29.112 ± 0.160 % 77.270 ± 0.213 % 153 3.3465 ± 0.0333 0.48535 ± 0.00645 0.50851 ± 0.00453 29.074 ± 0.159 % 77.306 ± 0.212 % 154 3.3403 ± 0.0331 0.48413 ± 0.00643 0.50827 ± 0.00452 29.063 ± 0.159 % 77.313 ± 0.211 % 155 3.3402 ± 0.0330 0.48461 ± 0.00641 0.50889 ± 0.00450 29.070 ± 0.158 % 77.275 ± 0.211 % 156 3.3360 ± 0.0328 0.48437 ± 0.00639 0.50853 ± 0.00449 29.063 ± 0.158 % 77.293 ± 0.210 % 157 3.3348 ± 0.0327 0.48419 ± 0.00638 0.50909 ± 0.00447 29.079 ± 0.157 % 77.275 ± 0.209 % 158 3.3370 ± 0.0326 0.48519 ± 0.00636 0.50896 ± 0.00446 29.074 ± 0.157 % 77.262 ± 0.209 % 159 3.3340 ± 0.0324 0.48445 ± 0.00634 0.50893 ± 0.00444 29.068 ± 0.156 % 77.245 ± 0.208 % 160 3.3341 ± 0.0323 0.48535 ± 0.00632 0.50941 ± 0.00443 29.082 ± 0.156 % 77.238 ± 0.208 % 161 3.3428 ± 0.0324 0.48334 ± 0.00629 0.50811 ± 0.00441 29.025 ± 0.155 % 77.243 ± 0.207 % 162 3.3526 ± 0.0324 0.48125 ± 0.00627 0.50698 ± 0.00438 28.968 ± 0.155 % 77.219 ± 0.206 % 163 3.3597 ± 0.0324 0.48176 ± 0.00626 0.50733 ± 0.00437 28.958 ± 0.154 % 77.214 ± 0.206 % 164 3.3712 ± 0.0325 0.48258 ± 0.00625 0.50907 ± 0.00436 28.976 ± 0.153 % 77.140 ± 0.205 % 165 3.3861 ± 0.0326 0.48412 ± 0.00624 0.51005 ± 0.00435 28.975 ± 0.153 % 77.065 ± 0.205 % 166 3.3988 ± 0.0327 0.48318 ± 0.00622 0.51029 ± 0.00433 28.950 ± 0.152 % 77.021 ± 0.204 % 167 3.4041 ± 0.0326 0.48357 ± 0.00620 0.51169 ± 0.00432 28.994 ± 0.152 % 76.973 ± 0.204 % 168 3.4245 ± 0.0329 0.48328 ± 0.00618 0.51118 ± 0.00430 28.946 ± 0.151 % 76.930 ± 0.204 % 169 3.4412 ± 0.0330 0.48452 ± 0.00617 0.51208 ± 0.00428 28.940 ± 0.151 % 76.856 ± 0.203 % 170 3.4646 ± 0.0332 0.48568 ± 0.00616 0.51359 ± 0.00428 28.920 ± 0.150 % 76.794 ± 0.203 % 171 3.4758 ± 0.0333 0.48559 ± 0.00614 0.51361 ± 0.00426 28.898 ± 0.150 % 76.760 ± 0.202 % 172 3.4743 ± 0.0331 0.48653 ± 0.00613 0.51443 ± 0.00425 28.929 ± 0.149 % 76.733 ± 0.202 % 173 3.4658 ± 0.0329 0.48700 ± 0.00610 0.51469 ± 0.00424 28.979 ± 0.149 % 76.749 ± 0.201 % 174 3.4749 ± 0.0330 0.48790 ± 0.00609 0.51600 ± 0.00423 28.996 ± 0.149 % 76.707 ± 0.201 % 175 3.4795 ± 0.0329 0.48807 ± 0.00608 0.51608 ± 0.00422 29.002 ± 0.148 % 76.701 ± 0.200 % 176 3.4834 ± 0.0329 0.48843 ± 0.00607 0.51647 ± 0.00421 29.023 ± 0.148 % 76.693 ± 0.200 % 177 3.4832 ± 0.0328 0.48818 ± 0.00605 0.51654 ± 0.00419 29.019 ± 0.147 % 76.672 ± 0.199 % 178 3.4853 ± 0.0328 0.48876 ± 0.00603 0.51718 ± 0.00418 29.024 ± 0.147 % 76.656 ± 0.199 % 179 3.4933 ± 0.0328 0.49027 ± 0.00603 0.51904 ± 0.00419 29.042 ± 0.146 % 76.631 ± 0.198 % 180 3.4949 ± 0.0327 0.48965 ± 0.00601 0.51865 ± 0.00417 29.023 ± 0.146 % 76.619 ± 0.198 % 181 3.5078 ± 0.0328 0.48783 ± 0.00599 0.51728 ± 0.00415 28.963 ± 0.146 % 76.611 ± 0.197 % 182 3.5220 ± 0.0329 0.48660 ± 0.00597 0.51593 ± 0.00413 28.903 ± 0.145 % 76.617 ± 0.196 % 183 3.5350 ± 0.0330 0.48442 ± 0.00594 0.51442 ± 0.00411 28.835 ± 0.145 % 76.631 ± 0.196 % 184 3.5502 ± 0.0331 0.48255 ± 0.00592 0.51289 ± 0.00409 28.776 ± 0.144 % 76.654 ± 0.195 % 185 3.5599 ± 0.0332 0.48095 ± 0.00589 0.51126 ± 0.00407 28.715 ± 0.144 % 76.695 ± 0.195 % 186 3.5770 ± 0.0333 0.47958 ± 0.00587 0.50983 ± 0.00405 28.652 ± 0.144 % 76.705 ± 0.194 % 187 3.5951 ± 0.0335 0.47784 ± 0.00584 0.50821 ± 0.00403 28.588 ± 0.143 % 76.724 ± 0.194 % 188 3.6106 ± 0.0336 0.47618 ± 0.00582 0.50683 ± 0.00402 28.530 ± 0.143 % 76.731 ± 0.193 % 189 3.6168 ± 0.0336 0.47515 ± 0.00580 0.50583 ± 0.00400 28.494 ± 0.142 % 76.751 ± 0.192 % 190 3.6135 ± 0.0334 0.47403 ± 0.00578 0.50491 ± 0.00398 28.456 ± 0.142 % 76.784 ± 0.192 % 191 3.6137 ± 0.0333 0.47283 ± 0.00576 0.50427 ± 0.00397 28.428 ± 0.142 % 76.779 ± 0.191 % 192 3.6135 ± 0.0332 0.47139 ± 0.00574 0.50313 ± 0.00395 28.382 ± 0.141 % 76.822 ± 0.191 % 193 3.6134 ± 0.0332 0.47170 ± 0.00573 0.50321 ± 0.00394 28.376 ± 0.141 % 76.822 ± 0.190 % 194 3.6253 ± 0.0333 0.47368 ± 0.00572 0.50479 ± 0.00394 28.400 ± 0.141 % 76.774 ± 0.190 % 195 3.6258 ± 0.0332 0.47391 ± 0.00571 0.50483 ± 0.00393 28.415 ± 0.140 % 76.754 ± 0.189 % 196 3.6313 ± 0.0331 0.47322 ± 0.00569 0.50444 ± 0.00391 28.399 ± 0.140 % 76.763 ± 0.189 % 197 3.6390 ± 0.0331 0.47291 ± 0.00567 0.50371 ± 0.00390 28.371 ± 0.139 % 76.767 ± 0.188 % 198 3.6388 ± 0.0330 0.47170 ± 0.00565 0.50270 ± 0.00389 28.327 ± 0.139 % 76.805 ± 0.188 % 199 3.6398 ± 0.0330 0.47209 ± 0.00564 0.50262 ± 0.00388 28.327 ± 0.139 % 76.812 ± 0.187 % 200 3.6326 ± 0.0328 0.47027 ± 0.00562 0.50081 ± 0.00386 28.271 ± 0.138 % 76.855 ± 0.187 % 201 3.6439 ± 0.0329 0.46878 ± 0.00560 0.49973 ± 0.00384 28.225 ± 0.138 % 76.869 ± 0.186 % 202 3.6328 ± 0.0327 0.46819 ± 0.00558 0.49915 ± 0.00383 28.223 ± 0.138 % 76.898 ± 0.186 % 203 3.6311 ± 0.0325 0.46757 ± 0.00556 0.49840 ± 0.00382 28.197 ± 0.137 % 76.911 ± 0.185 % 204 3.6300 ± 0.0324 0.46719 ± 0.00554 0.49795 ± 0.00380 28.188 ± 0.137 % 76.897 ± 0.185 % 205 3.6311 ± 0.0324 0.46697 ± 0.00553 0.49770 ± 0.00379 28.175 ± 0.136 % 76.918 ± 0.184 % 206 3.6283 ± 0.0323 0.46589 ± 0.00551 0.49690 ± 0.00378 28.140 ± 0.136 % 76.916 ± 0.184 % 207 3.6297 ± 0.0322 0.46604 ± 0.00550 0.49716 ± 0.00377 28.141 ± 0.136 % 76.903 ± 0.183 % 208 3.6350 ± 0.0322 0.46629 ± 0.00549 0.49738 ± 0.00376 28.127 ± 0.135 % 76.872 ± 0.183 % 209 3.6363 ± 0.0321 0.46550 ± 0.00548 0.49730 ± 0.00375 28.101 ± 0.135 % 76.850 ± 0.183 % 210 3.6314 ± 0.0320 0.46456 ± 0.00546 0.49664 ± 0.00373 28.084 ± 0.135 % 76.868 ± 0.182 % 211 3.6229 ± 0.0318 0.46342 ± 0.00544 0.49551 ± 0.00372 28.053 ± 0.134 % 76.896 ± 0.182 % 212 3.6215 ± 0.0317 0.46309 ± 0.00542 0.49531 ± 0.00371 28.044 ± 0.134 % 76.900 ± 0.181 % 213 3.6212 ± 0.0316 0.46300 ± 0.00541 0.49505 ± 0.00370 28.043 ± 0.134 % 76.898 ± 0.181 % 214 3.6164 ± 0.0315 0.46224 ± 0.00540 0.49489 ± 0.00369 28.028 ± 0.133 % 76.901 ± 0.180 % 215 3.6119 ± 0.0313 0.46256 ± 0.00538 0.49519 ± 0.00368 28.059 ± 0.133 % 76.888 ± 0.180 % 216 3.6079 ± 0.0312 0.46161 ± 0.00536 0.49441 ± 0.00366 28.029 ± 0.133 % 76.890 ± 0.180 % 217 3.5993 ± 0.0310 0.46115 ± 0.00535 0.49395 ± 0.00366 28.024 ± 0.132 % 76.906 ± 0.179 % 218 3.5928 ± 0.0309 0.46013 ± 0.00533 0.49321 ± 0.00364 27.997 ± 0.132 % 76.936 ± 0.179 % 219 3.5906 ± 0.0308 0.45929 ± 0.00531 0.49233 ± 0.00363 27.969 ± 0.132 % 76.952 ± 0.178 % 220 3.5877 ± 0.0307 0.45881 ± 0.00530 0.49187 ± 0.00362 27.958 ± 0.131 % 76.947 ± 0.178 % 221 3.5847 ± 0.0306 0.45775 ± 0.00528 0.49116 ± 0.00361 27.926 ± 0.131 % 76.955 ± 0.177 % 222 3.5770 ± 0.0304 0.45732 ± 0.00527 0.49063 ± 0.00359 27.916 ± 0.131 % 76.983 ± 0.177 % 223 3.5741 ± 0.0303 0.45718 ± 0.00526 0.49089 ± 0.00359 27.927 ± 0.130 % 76.970 ± 0.177 % 224 3.5765 ± 0.0302 0.45645 ± 0.00524 0.49020 ± 0.00358 27.894 ± 0.130 % 76.954 ± 0.176 % 225 3.5748 ± 0.0301 0.45580 ± 0.00522 0.48955 ± 0.00356 27.879 ± 0.130 % 76.950 ± 0.176 % 226 3.5679 ± 0.0300 0.45539 ± 0.00521 0.48899 ± 0.00355 27.867 ± 0.129 % 76.974 ± 0.175 % 227 3.5678 ± 0.0299 0.45460 ± 0.00519 0.48827 ± 0.00354 27.841 ± 0.129 % 77.001 ± 0.175 % 228 3.5674 ± 0.0299 0.45358 ± 0.00518 0.48758 ± 0.00353 27.817 ± 0.129 % 77.009 ± 0.175 % 229 3.5689 ± 0.0298 0.45324 ± 0.00516 0.48718 ± 0.00352 27.795 ± 0.129 % 77.020 ± 0.174 % 230 3.5756 ± 0.0298 0.45206 ± 0.00515 0.48608 ± 0.00351 27.752 ± 0.128 % 77.047 ± 0.174 % 231 3.5814 ± 0.0298 0.45080 ± 0.00513 0.48477 ± 0.00349 27.703 ± 0.128 % 77.083 ± 0.173 % 232 3.5760 ± 0.0297 0.44993 ± 0.00511 0.48410 ± 0.00348 27.699 ± 0.128 % 77.111 ± 0.173 % 233 3.5750 ± 0.0296 0.45057 ± 0.00511 0.48469 ± 0.00348 27.712 ± 0.128 % 77.103 ± 0.172 % 234 3.5773 ± 0.0296 0.45129 ± 0.00510 0.48532 ± 0.00348 27.727 ± 0.127 % 77.071 ± 0.172 % 235 3.5841 ± 0.0296 0.45302 ± 0.00509 0.48630 ± 0.00347 27.757 ± 0.127 % 77.038 ± 0.172 % 236 3.5886 ± 0.0296 0.45316 ± 0.00508 0.48697 ± 0.00346 27.765 ± 0.127 % 77.007 ± 0.172 % 237 3.5963 ± 0.0296 0.45342 ± 0.00507 0.48734 ± 0.00345 27.755 ± 0.126 % 76.962 ± 0.171 % 238 3.6030 ± 0.0296 0.45359 ± 0.00506 0.48748 ± 0.00344 27.751 ± 0.126 % 76.925 ± 0.171 % 239 3.6116 ± 0.0296 0.45281 ± 0.00505 0.48698 ± 0.00343 27.725 ± 0.126 % 76.912 ± 0.171 % 240 3.6190 ± 0.0297 0.45241 ± 0.00503 0.48666 ± 0.00342 27.697 ± 0.125 % 76.915 ± 0.170 % 241 3.6287 ± 0.0297 0.45198 ± 0.00502 0.48626 ± 0.00341 27.661 ± 0.125 % 76.907 ± 0.170 % 242 3.6392 ± 0.0298 0.45195 ± 0.00501 0.48623 ± 0.00340 27.646 ± 0.125 % 76.877 ± 0.170 % 243 3.6479 ± 0.0298 0.45173 ± 0.00500 0.48606 ± 0.00339 27.620 ± 0.124 % 76.868 ± 0.169 % 244 3.6539 ± 0.0298 0.45129 ± 0.00498 0.48552 ± 0.00338 27.592 ± 0.124 % 76.853 ± 0.169 % 245 3.6663 ± 0.0299 0.45077 ± 0.00497 0.48498 ± 0.00337 27.561 ± 0.124 % 76.848 ± 0.169 % 246 3.6752 ± 0.0300 0.45113 ± 0.00496 0.48502 ± 0.00336 27.553 ± 0.124 % 76.834 ± 0.168 % 247 3.6715 ± 0.0298 0.45016 ± 0.00495 0.48427 ± 0.00335 27.528 ± 0.123 % 76.855 ± 0.168 % 248 3.6661 ± 0.0297 0.44942 ± 0.00493 0.48366 ± 0.00334 27.511 ± 0.123 % 76.880 ± 0.168 % 249 3.6632 ± 0.0296 0.44867 ± 0.00492 0.48324 ± 0.00333 27.500 ± 0.123 % 76.899 ± 0.167 % 250 3.6562 ± 0.0295 0.44804 ± 0.00491 0.48253 ± 0.00332 27.487 ± 0.123 % 76.936 ± 0.167 % 251 3.6513 ± 0.0294 0.44725 ± 0.00490 0.48221 ± 0.00332 27.475 ± 0.122 % 76.938 ± 0.167 % 252 3.6535 ± 0.0294 0.44628 ± 0.00488 0.48138 ± 0.00330 27.444 ± 0.122 % 76.945 ± 0.166 % 253 3.6575 ± 0.0293 0.44516 ± 0.00487 0.48064 ± 0.00329 27.406 ± 0.122 % 76.942 ± 0.166 % 254 3.6649 ± 0.0294 0.44441 ± 0.00486 0.47982 ± 0.00328 27.370 ± 0.122 % 76.943 ± 0.166 % 255 3.6660 ± 0.0293 0.44375 ± 0.00484 0.47967 ± 0.00327 27.354 ± 0.121 % 76.930 ± 0.165 % 256 3.6675 ± 0.0293 0.44359 ± 0.00483 0.47962 ± 0.00327 27.344 ± 0.121 % 76.926 ± 0.165 % 257 3.6673 ± 0.0292 0.44277 ± 0.00482 0.47926 ± 0.00326 27.327 ± 0.121 % 76.930 ± 0.165 % 258 3.6667 ± 0.0292 0.44248 ± 0.00481 0.47900 ± 0.00325 27.317 ± 0.120 % 76.937 ± 0.164 % 259 3.6658 ± 0.0291 0.44257 ± 0.00480 0.47910 ± 0.00324 27.314 ± 0.120 % 76.943 ± 0.164 % 260 3.6652 ± 0.0290 0.44205 ± 0.00479 0.47887 ± 0.00323 27.299 ± 0.120 % 76.944 ± 0.164 % 261 3.6633 ± 0.0290 0.44152 ± 0.00478 0.47867 ± 0.00322 27.290 ± 0.120 % 76.939 ± 0.163 % 262 3.6600 ± 0.0289 0.44062 ± 0.00477 0.47825 ± 0.00322 27.269 ± 0.119 % 76.960 ± 0.163 % 263 3.6622 ± 0.0288 0.44098 ± 0.00476 0.47840 ± 0.00321 27.263 ± 0.119 % 76.958 ± 0.163 % 264 3.6607 ± 0.0288 0.44108 ± 0.00476 0.47887 ± 0.00321 27.267 ± 0.119 % 76.964 ± 0.162 % 265 3.6588 ± 0.0287 0.44066 ± 0.00475 0.47844 ± 0.00321 27.252 ± 0.119 % 76.983 ± 0.162 % 266 3.6607 ± 0.0286 0.44064 ± 0.00474 0.47876 ± 0.00320 27.253 ± 0.118 % 76.954 ± 0.162 % 267 3.6624 ± 0.0286 0.44042 ± 0.00473 0.47896 ± 0.00319 27.249 ± 0.118 % 76.946 ± 0.161 % 268 3.6634 ± 0.0286 0.43983 ± 0.00472 0.47871 ± 0.00318 27.235 ± 0.118 % 76.936 ± 0.161 % 269 3.6657 ± 0.0285 0.43944 ± 0.00471 0.47818 ± 0.00318 27.217 ± 0.118 % 76.950 ± 0.161 % 270 3.6639 ± 0.0285 0.43933 ± 0.00470 0.47786 ± 0.00317 27.209 ± 0.118 % 76.956 ± 0.160 % 271 3.6655 ± 0.0285 0.43875 ± 0.00469 0.47722 ± 0.00316 27.187 ± 0.117 % 76.970 ± 0.160 % 272 3.6584 ± 0.0283 0.43766 ± 0.00467 0.47625 ± 0.00315 27.154 ± 0.117 % 76.997 ± 0.160 % 273 3.6580 ± 0.0283 0.43817 ± 0.00467 0.47666 ± 0.00315 27.181 ± 0.117 % 76.982 ± 0.160 % 274 3.6551 ± 0.0282 0.43857 ± 0.00466 0.47718 ± 0.00314 27.202 ± 0.117 % 76.974 ± 0.159 % 275 3.6539 ± 0.0281 0.43812 ± 0.00465 0.47674 ± 0.00314 27.188 ± 0.116 % 76.984 ± 0.159 % 276 3.6478 ± 0.0280 0.43831 ± 0.00464 0.47672 ± 0.00313 27.194 ± 0.116 % 77.008 ± 0.159 % 277 3.6495 ± 0.0280 0.43760 ± 0.00463 0.47626 ± 0.00312 27.170 ± 0.116 % 77.010 ± 0.158 % 278 3.6581 ± 0.0281 0.43674 ± 0.00462 0.47559 ± 0.00312 27.140 ± 0.116 % 77.012 ± 0.158 % 279 3.6660 ± 0.0281 0.43571 ± 0.00461 0.47485 ± 0.00311 27.104 ± 0.116 % 77.022 ± 0.158 % 280 3.6725 ± 0.0281 0.43473 ± 0.00460 0.47421 ± 0.00310 27.076 ± 0.115 % 77.032 ± 0.157 % 281 3.6750 ± 0.0281 0.43408 ± 0.00458 0.47372 ± 0.00309 27.060 ± 0.115 % 77.037 ± 0.157 % 282 3.6755 ± 0.0280 0.43374 ± 0.00457 0.47337 ± 0.00308 27.047 ± 0.115 % 77.032 ± 0.157 % 283 3.6829 ± 0.0281 0.43402 ± 0.00457 0.47340 ± 0.00308 27.033 ± 0.115 % 77.026 ± 0.157 % 284 3.6883 ± 0.0281 0.43384 ± 0.00456 0.47287 ± 0.00307 27.010 ± 0.115 % 77.023 ± 0.156 % 285 3.7000 ± 0.0281 0.43336 ± 0.00455 0.47267 ± 0.00306 26.985 ± 0.114 % 77.002 ± 0.156 % 286 3.6979 ± 0.0281 0.43273 ± 0.00454 0.47191 ± 0.00305 26.959 ± 0.114 % 77.038 ± 0.156 % 287 3.6991 ± 0.0280 0.43186 ± 0.00453 0.47139 ± 0.00305 26.932 ± 0.114 % 77.039 ± 0.155 % 288 3.7055 ± 0.0280 0.43141 ± 0.00452 0.47089 ± 0.00304 26.903 ± 0.114 % 77.029 ± 0.155 % 289 3.7059 ± 0.0280 0.43087 ± 0.00451 0.47030 ± 0.00303 26.879 ± 0.114 % 77.045 ± 0.155 % 290 3.7034 ± 0.0279 0.43100 ± 0.00450 0.47032 ± 0.00302 26.881 ± 0.113 % 77.051 ± 0.155 % 291 3.7028 ± 0.0279 0.43046 ± 0.00449 0.47054 ± 0.00302 26.882 ± 0.113 % 77.045 ± 0.154 % 292 3.7126 ± 0.0279 0.42970 ± 0.00448 0.47002 ± 0.00301 26.852 ± 0.113 % 77.043 ± 0.154 % 293 3.7170 ± 0.0279 0.42962 ± 0.00448 0.46975 ± 0.00300 26.836 ± 0.113 % 77.047 ± 0.154 % 294 3.7181 ± 0.0279 0.42906 ± 0.00447 0.46995 ± 0.00300 26.838 ± 0.112 % 77.025 ± 0.154 % 295 3.7212 ± 0.0279 0.42899 ± 0.00446 0.46971 ± 0.00299 26.822 ± 0.112 % 77.012 ± 0.153 % 296 3.7244 ± 0.0278 0.42861 ± 0.00446 0.46985 ± 0.00298 26.813 ± 0.112 % 76.999 ± 0.153 % 297 3.7236 ± 0.0278 0.42819 ± 0.00445 0.46955 ± 0.00298 26.800 ± 0.112 % 77.008 ± 0.153 % 298 3.7259 ± 0.0278 0.42783 ± 0.00444 0.46933 ± 0.00297 26.783 ± 0.112 % 76.993 ± 0.153 % 299 3.7291 ± 0.0277 0.42832 ± 0.00443 0.46988 ± 0.00296 26.787 ± 0.111 % 76.961 ± 0.152 % 300 3.7309 ± 0.0277 0.42842 ± 0.00442 0.46990 ± 0.00296 26.779 ± 0.111 % 76.942 ± 0.152 % 301 3.7335 ± 0.0277 0.42831 ± 0.00442 0.46978 ± 0.00295 26.768 ± 0.111 % 76.932 ± 0.152 % 302 3.7352 ± 0.0277 0.42817 ± 0.00441 0.46962 ± 0.00294 26.759 ± 0.111 % 76.926 ± 0.152 % 303 3.7339 ± 0.0276 0.42758 ± 0.00440 0.46914 ± 0.00294 26.735 ± 0.110 % 76.934 ± 0.152 % 304 3.7336 ± 0.0276 0.42747 ± 0.00439 0.46880 ± 0.00293 26.724 ± 0.110 % 76.952 ± 0.151 % 305 3.7428 ± 0.0276 0.42668 ± 0.00438 0.46857 ± 0.00292 26.702 ± 0.110 % 76.939 ± 0.151 % 306 3.7472 ± 0.0276 0.42634 ± 0.00437 0.46792 ± 0.00292 26.674 ± 0.110 % 76.942 ± 0.151 % 307 3.7577 ± 0.0277 0.42570 ± 0.00436 0.46707 ± 0.00291 26.640 ± 0.110 % 76.956 ± 0.151 % 308 3.7500 ± 0.0276 0.42581 ± 0.00435 0.46703 ± 0.00290 26.654 ± 0.110 % 76.971 ± 0.150 % 309 3.7492 ± 0.0275 0.42663 ± 0.00435 0.46769 ± 0.00290 26.684 ± 0.109 % 76.962 ± 0.150 % 310 3.7418 ± 0.0274 0.42663 ± 0.00434 0.46753 ± 0.00290 26.690 ± 0.109 % 76.983 ± 0.150 % 311 3.7418 ± 0.0274 0.42684 ± 0.00434 0.46812 ± 0.00290 26.701 ± 0.109 % 76.977 ± 0.149 % 312 3.7404 ± 0.0273 0.42761 ± 0.00433 0.46868 ± 0.00289 26.731 ± 0.109 % 76.956 ± 0.149 % 313 3.7396 ± 0.0272 0.42835 ± 0.00432 0.46914 ± 0.00289 26.752 ± 0.109 % 76.957 ± 0.149 % 314 3.7381 ± 0.0272 0.42870 ± 0.00432 0.46941 ± 0.00289 26.759 ± 0.109 % 76.955 ± 0.149 % 315 3.7375 ± 0.0271 0.42867 ± 0.00431 0.46932 ± 0.00288 26.759 ± 0.108 % 76.957 ± 0.149 % 316 3.7379 ± 0.0271 0.42882 ± 0.00430 0.46918 ± 0.00287 26.746 ± 0.108 % 76.952 ± 0.148 % 317 3.7359 ± 0.0270 0.42923 ± 0.00430 0.46948 ± 0.00287 26.756 ± 0.108 % 76.951 ± 0.148 % 318 3.7337 ± 0.0270 0.42952 ± 0.00429 0.46957 ± 0.00287 26.759 ± 0.108 % 76.950 ± 0.148 % 319 3.7319 ± 0.0269 0.42946 ± 0.00428 0.46978 ± 0.00287 26.755 ± 0.108 % 76.954 ± 0.148 % 320 3.7314 ± 0.0269 0.42925 ± 0.00428 0.47039 ± 0.00286 26.757 ± 0.107 % 76.955 ± 0.147 % 321 3.7280 ± 0.0268 0.42954 ± 0.00427 0.47035 ± 0.00286 26.757 ± 0.107 % 76.960 ± 0.147 % 322 3.7280 ± 0.0267 0.42939 ± 0.00427 0.46995 ± 0.00285 26.738 ± 0.107 % 76.974 ± 0.147 % 323 3.7303 ± 0.0267 0.42967 ± 0.00426 0.47034 ± 0.00285 26.746 ± 0.107 % 76.947 ± 0.147 % 324 3.7273 ± 0.0267 0.42996 ± 0.00425 0.47028 ± 0.00284 26.744 ± 0.107 % 76.956 ± 0.147 % 325 3.7248 ± 0.0266 0.43007 ± 0.00425 0.47067 ± 0.00284 26.761 ± 0.107 % 76.956 ± 0.146 % 326 3.7206 ± 0.0265 0.43034 ± 0.00424 0.47073 ± 0.00284 26.774 ± 0.106 % 76.976 ± 0.146 % 327 3.7152 ± 0.0264 0.43001 ± 0.00424 0.47062 ± 0.00283 26.780 ± 0.106 % 76.992 ± 0.146 % 328 3.7144 ± 0.0264 0.42943 ± 0.00423 0.47016 ± 0.00283 26.762 ± 0.106 % 77.005 ± 0.146 % 329 3.7136 ± 0.0263 0.42926 ± 0.00422 0.47034 ± 0.00282 26.766 ± 0.106 % 77.000 ± 0.145 % 330 3.7162 ± 0.0263 0.42855 ± 0.00421 0.47013 ± 0.00282 26.747 ± 0.106 % 76.989 ± 0.145 % 331 3.7173 ± 0.0263 0.42843 ± 0.00421 0.47015 ± 0.00281 26.746 ± 0.106 % 76.984 ± 0.145 % 332 3.7205 ± 0.0263 0.42790 ± 0.00420 0.46968 ± 0.00281 26.727 ± 0.105 % 76.976 ± 0.145 % 333 3.7198 ± 0.0262 0.42798 ± 0.00420 0.46989 ± 0.00280 26.741 ± 0.105 % 76.970 ± 0.144 % 334 3.7191 ± 0.0262 0.42783 ± 0.00419 0.46968 ± 0.00280 26.733 ± 0.105 % 76.971 ± 0.144 % 335 3.7185 ± 0.0261 0.42753 ± 0.00418 0.46934 ± 0.00279 26.716 ± 0.105 % 76.968 ± 0.144 % 336 3.7181 ± 0.0261 0.42723 ± 0.00417 0.46900 ± 0.00278 26.701 ± 0.105 % 76.958 ± 0.144 % 337 3.7197 ± 0.0261 0.42715 ± 0.00417 0.46872 ± 0.00278 26.687 ± 0.105 % 76.954 ± 0.144 % 338 3.7205 ± 0.0260 0.42710 ± 0.00416 0.46873 ± 0.00277 26.683 ± 0.104 % 76.931 ± 0.143 % 339 3.7221 ± 0.0260 0.42700 ± 0.00415 0.46850 ± 0.00277 26.675 ± 0.104 % 76.934 ± 0.143 % 340 3.7241 ± 0.0260 0.42650 ± 0.00415 0.46811 ± 0.00276 26.657 ± 0.104 % 76.928 ± 0.143 % 341 3.7297 ± 0.0260 0.42648 ± 0.00414 0.46794 ± 0.00276 26.640 ± 0.104 % 76.917 ± 0.143 % 342 3.7361 ± 0.0260 0.42622 ± 0.00413 0.46765 ± 0.00275 26.621 ± 0.104 % 76.917 ± 0.143 % 343 3.7427 ± 0.0260 0.42576 ± 0.00412 0.46745 ± 0.00274 26.602 ± 0.103 % 76.900 ± 0.143 % 344 3.7465 ± 0.0260 0.42561 ± 0.00411 0.46720 ± 0.00274 26.592 ± 0.103 % 76.898 ± 0.142 % 345 3.7469 ± 0.0260 0.42623 ± 0.00411 0.46764 ± 0.00273 26.607 ± 0.103 % 76.883 ± 0.142 % 346 3.7423 ± 0.0259 0.42615 ± 0.00410 0.46790 ± 0.00273 26.627 ± 0.103 % 76.890 ± 0.142 % 347 3.7441 ± 0.0259 0.42626 ± 0.00410 0.46831 ± 0.00273 26.633 ± 0.103 % 76.882 ± 0.142 % 348 3.7425 ± 0.0258 0.42624 ± 0.00409 0.46811 ± 0.00272 26.627 ± 0.103 % 76.893 ± 0.142 % 349 3.7416 ± 0.0258 0.42713 ± 0.00409 0.46890 ± 0.00273 26.652 ± 0.103 % 76.883 ± 0.141 % 350 3.7405 ± 0.0257 0.42717 ± 0.00409 0.46914 ± 0.00272 26.655 ± 0.102 % 76.886 ± 0.141 % 351 3.7439 ± 0.0257 0.42750 ± 0.00408 0.46958 ± 0.00272 26.658 ± 0.102 % 76.867 ± 0.141 % 352 3.7477 ± 0.0257 0.42881 ± 0.00408 0.47127 ± 0.00272 26.712 ± 0.102 % 76.823 ± 0.141 % 353 3.7522 ± 0.0257 0.42973 ± 0.00408 0.47229 ± 0.00272 26.740 ± 0.102 % 76.797 ± 0.141 % 354 3.7587 ± 0.0258 0.43153 ± 0.00408 0.47372 ± 0.00272 26.768 ± 0.102 % 76.755 ± 0.141 % 355 3.7617 ± 0.0258 0.43232 ± 0.00408 0.47467 ± 0.00272 26.787 ± 0.102 % 76.730 ± 0.140 % 356 3.7628 ± 0.0257 0.43332 ± 0.00408 0.47561 ± 0.00272 26.823 ± 0.102 % 76.713 ± 0.140 % 357 3.7707 ± 0.0258 0.43512 ± 0.00408 0.47714 ± 0.00273 26.856 ± 0.101 % 76.657 ± 0.140 % 358 3.7758 ± 0.0258 0.43622 ± 0.00408 0.47832 ± 0.00273 26.873 ± 0.101 % 76.621 ± 0.140 % 359 3.7746 ± 0.0257 0.43710 ± 0.00408 0.47910 ± 0.00273 26.902 ± 0.101 % 76.614 ± 0.140 % 360 3.7746 ± 0.0257 0.43769 ± 0.00408 0.48003 ± 0.00273 26.934 ± 0.101 % 76.592 ± 0.140 % 361 3.7787 ± 0.0257 0.43873 ± 0.00407 0.48102 ± 0.00273 26.952 ± 0.101 % 76.569 ± 0.140 % 362 3.7814 ± 0.0257 0.43956 ± 0.00407 0.48225 ± 0.00273 26.979 ± 0.101 % 76.537 ± 0.139 % 363 3.7803 ± 0.0256 0.43969 ± 0.00407 0.48269 ± 0.00272 26.990 ± 0.101 % 76.528 ± 0.139 % 364 3.7837 ± 0.0256 0.44055 ± 0.00407 0.48360 ± 0.00272 27.013 ± 0.100 % 76.504 ± 0.139 % 365 3.7834 ± 0.0256 0.44165 ± 0.00407 0.48453 ± 0.00273 27.044 ± 0.100 % 76.493 ± 0.139 % 366 3.7878 ± 0.0256 0.44288 ± 0.00407 0.48564 ± 0.00273 27.073 ± 0.100 % 76.475 ± 0.139 % 367 3.7910 ± 0.0256 0.44361 ± 0.00406 0.48631 ± 0.00272 27.087 ± 0.100 % 76.448 ± 0.139 % 368 3.7900 ± 0.0255 0.44401 ± 0.00406 0.48689 ± 0.00272 27.109 ± 0.100 % 76.432 ± 0.139 % 369 3.7917 ± 0.0255 0.44450 ± 0.00406 0.48770 ± 0.00272 27.131 ± 0.100 % 76.406 ± 0.138 % 370 3.7940 ± 0.0255 0.44550 ± 0.00406 0.48895 ± 0.00272 27.162 ± 0.100 % 76.378 ± 0.138 % 371 3.8015 ± 0.0255 0.44680 ± 0.00406 0.49021 ± 0.00272 27.192 ± 0.099 % 76.347 ± 0.138 % 372 3.8068 ± 0.0256 0.44728 ± 0.00405 0.49103 ± 0.00272 27.196 ± 0.099 % 76.315 ± 0.138 % 373 3.8042 ± 0.0255 0.44742 ± 0.00405 0.49111 ± 0.00272 27.199 ± 0.099 % 76.317 ± 0.138 % 374 3.8007 ± 0.0254 0.44747 ± 0.00404 0.49113 ± 0.00271 27.203 ± 0.099 % 76.326 ± 0.138 % 375 3.8012 ± 0.0254 0.44785 ± 0.00404 0.49190 ± 0.00271 27.227 ± 0.099 % 76.308 ± 0.137 % 376 3.8095 ± 0.0255 0.44886 ± 0.00404 0.49312 ± 0.00271 27.242 ± 0.099 % 76.282 ± 0.137 % 377 3.8171 ± 0.0255 0.44933 ± 0.00404 0.49401 ± 0.00271 27.240 ± 0.099 % 76.250 ± 0.137 % 378 3.8140 ± 0.0254 0.44942 ± 0.00403 0.49419 ± 0.00271 27.247 ± 0.099 % 76.251 ± 0.137 % 379 3.8127 ± 0.0254 0.44967 ± 0.00403 0.49451 ± 0.00271 27.264 ± 0.098 % 76.236 ± 0.137 % 380 3.8104 ± 0.0253 0.44951 ± 0.00402 0.49454 ± 0.00270 27.263 ± 0.098 % 76.238 ± 0.137 % 381 3.8135 ± 0.0253 0.44975 ± 0.00402 0.49474 ± 0.00270 27.257 ± 0.098 % 76.229 ± 0.137 % 382 3.8156 ± 0.0253 0.44992 ± 0.00401 0.49475 ± 0.00270 27.254 ± 0.098 % 76.226 ± 0.136 % 383 3.8181 ± 0.0253 0.44972 ± 0.00401 0.49457 ± 0.00269 27.236 ± 0.098 % 76.217 ± 0.136 % 384 3.8240 ± 0.0253 0.44993 ± 0.00401 0.49464 ± 0.00269 27.226 ± 0.098 % 76.201 ± 0.136 % 385 3.8272 ± 0.0253 0.44955 ± 0.00400 0.49431 ± 0.00268 27.210 ± 0.098 % 76.204 ± 0.136 % 386 3.8315 ± 0.0253 0.44940 ± 0.00399 0.49417 ± 0.00268 27.194 ± 0.097 % 76.192 ± 0.136 % 387 3.8386 ± 0.0254 0.44929 ± 0.00399 0.49426 ± 0.00267 27.177 ± 0.097 % 76.174 ± 0.136 % 388 3.8407 ± 0.0253 0.44896 ± 0.00398 0.49396 ± 0.00267 27.161 ± 0.097 % 76.176 ± 0.135 % 389 3.8349 ± 0.0253 0.44887 ± 0.00398 0.49383 ± 0.00266 27.170 ± 0.097 % 76.185 ± 0.135 % 390 3.8318 ± 0.0252 0.44940 ± 0.00397 0.49413 ± 0.00266 27.190 ± 0.097 % 76.192 ± 0.135 % 391 3.8276 ± 0.0251 0.44983 ± 0.00397 0.49446 ± 0.00266 27.210 ± 0.097 % 76.197 ± 0.135 % 392 3.8261 ± 0.0251 0.45003 ± 0.00397 0.49463 ± 0.00266 27.223 ± 0.097 % 76.196 ± 0.135 % 393 3.8268 ± 0.0251 0.45053 ± 0.00396 0.49522 ± 0.00266 27.235 ± 0.097 % 76.191 ± 0.135 % 394 3.8246 ± 0.0250 0.45053 ± 0.00396 0.49524 ± 0.00266 27.248 ± 0.096 % 76.197 ± 0.134 % 395 3.8207 ± 0.0250 0.45073 ± 0.00395 0.49546 ± 0.00266 27.268 ± 0.096 % 76.200 ± 0.134 % 396 3.8217 ± 0.0249 0.45194 ± 0.00395 0.49659 ± 0.00266 27.310 ± 0.096 % 76.176 ± 0.134 % 397 3.8176 ± 0.0249 0.45236 ± 0.00395 0.49693 ± 0.00266 27.332 ± 0.096 % 76.184 ± 0.134 % 398 3.8141 ± 0.0248 0.45259 ± 0.00395 0.49722 ± 0.00266 27.356 ± 0.096 % 76.188 ± 0.134 % 399 3.8117 ± 0.0247 0.45349 ± 0.00395 0.49783 ± 0.00266 27.395 ± 0.096 % 76.181 ± 0.134 % 400 3.8102 ± 0.0247 0.45446 ± 0.00394 0.49851 ± 0.00266 27.427 ± 0.096 % 76.173 ± 0.133 % 401 3.8027 ± 0.0246 0.45433 ± 0.00394 0.49832 ± 0.00266 27.438 ± 0.096 % 76.193 ± 0.133 % 402 3.7990 ± 0.0245 0.45466 ± 0.00393 0.49887 ± 0.00266 27.464 ± 0.096 % 76.194 ± 0.133 % 403 3.7934 ± 0.0245 0.45480 ± 0.00393 0.49895 ± 0.00265 27.484 ± 0.096 % 76.207 ± 0.133 % 404 3.7898 ± 0.0244 0.45520 ± 0.00393 0.49936 ± 0.00265 27.513 ± 0.096 % 76.213 ± 0.133 % 405 3.7833 ± 0.0243 0.45513 ± 0.00392 0.49921 ± 0.00265 27.521 ± 0.096 % 76.224 ± 0.132 % 406 3.7810 ± 0.0243 0.45610 ± 0.00392 0.49981 ± 0.00265 27.556 ± 0.096 % 76.224 ± 0.132 % 407 3.7764 ± 0.0242 0.45611 ± 0.00391 0.49985 ± 0.00265 27.566 ± 0.096 % 76.235 ± 0.132 % 408 3.7721 ± 0.0241 0.45613 ± 0.00391 0.50018 ± 0.00265 27.591 ± 0.095 % 76.229 ± 0.132 % 409 3.7666 ± 0.0241 0.45625 ± 0.00391 0.50022 ± 0.00265 27.601 ± 0.095 % 76.245 ± 0.132 % 410 3.7642 ± 0.0240 0.45595 ± 0.00390 0.50022 ± 0.00265 27.605 ± 0.095 % 76.247 ± 0.132 % 411 3.7672 ± 0.0240 0.45620 ± 0.00390 0.50020 ± 0.00264 27.603 ± 0.095 % 76.246 ± 0.131 % 412 3.7686 ± 0.0240 0.45698 ± 0.00390 0.50087 ± 0.00264 27.625 ± 0.095 % 76.230 ± 0.131 % 413 3.7719 ± 0.0240 0.45686 ± 0.00389 0.50142 ± 0.00264 27.635 ± 0.095 % 76.209 ± 0.131 % 414 3.7721 ± 0.0240 0.45663 ± 0.00389 0.50163 ± 0.00264 27.641 ± 0.095 % 76.210 ± 0.131 % 415 3.7662 ± 0.0239 0.45648 ± 0.00388 0.50155 ± 0.00264 27.646 ± 0.095 % 76.232 ± 0.131 % 416 3.7618 ± 0.0238 0.45690 ± 0.00388 0.50176 ± 0.00263 27.668 ± 0.095 % 76.242 ± 0.131 % 417 3.7639 ± 0.0238 0.45637 ± 0.00388 0.50176 ± 0.00263 27.668 ± 0.095 % 76.244 ± 0.131 % 418 3.7577 ± 0.0237 0.45625 ± 0.00387 0.50162 ± 0.00263 27.684 ± 0.094 % 76.260 ± 0.130 % 419 3.7545 ± 0.0237 0.45594 ± 0.00386 0.50172 ± 0.00263 27.699 ± 0.094 % 76.259 ± 0.130 % 420 3.7503 ± 0.0236 0.45588 ± 0.00386 0.50160 ± 0.00262 27.706 ± 0.094 % 76.273 ± 0.130 % 421 3.7451 ± 0.0236 0.45570 ± 0.00385 0.50150 ± 0.00262 27.711 ± 0.094 % 76.286 ± 0.130 % 422 3.7384 ± 0.0235 0.45563 ± 0.00385 0.50129 ± 0.00262 27.724 ± 0.094 % 76.305 ± 0.130 % 423 3.7328 ± 0.0234 0.45569 ± 0.00384 0.50133 ± 0.00262 27.744 ± 0.094 % 76.318 ± 0.129 % 424 3.7318 ± 0.0234 0.45571 ± 0.00384 0.50139 ± 0.00261 27.744 ± 0.094 % 76.319 ± 0.129 % 425 3.7277 ± 0.0233 0.45576 ± 0.00384 0.50155 ± 0.00261 27.762 ± 0.094 % 76.322 ± 0.129 % 426 3.7222 ± 0.0232 0.45573 ± 0.00383 0.50146 ± 0.00261 27.774 ± 0.094 % 76.338 ± 0.129 % 427 3.7189 ± 0.0232 0.45592 ± 0.00383 0.50151 ± 0.00261 27.791 ± 0.094 % 76.347 ± 0.129 % 428 3.7189 ± 0.0231 0.45649 ± 0.00382 0.50222 ± 0.00260 27.816 ± 0.094 % 76.323 ± 0.129 % 429 3.7147 ± 0.0231 0.45645 ± 0.00382 0.50210 ± 0.00260 27.827 ± 0.093 % 76.327 ± 0.129 % 430 3.7108 ± 0.0230 0.45675 ± 0.00382 0.50231 ± 0.00260 27.848 ± 0.093 % 76.339 ± 0.128 % 431 3.7062 ± 0.0230 0.45695 ± 0.00381 0.50234 ± 0.00260 27.862 ± 0.093 % 76.355 ± 0.128 % 432 3.7028 ± 0.0229 0.45676 ± 0.00381 0.50223 ± 0.00260 27.869 ± 0.093 % 76.360 ± 0.128 % 433 3.6977 ± 0.0228 0.45636 ± 0.00380 0.50195 ± 0.00259 27.867 ± 0.093 % 76.378 ± 0.128 % 434 3.6940 ± 0.0228 0.45629 ± 0.00379 0.50188 ± 0.00259 27.876 ± 0.093 % 76.390 ± 0.128 % 435 3.6918 ± 0.0227 0.45644 ± 0.00379 0.50195 ± 0.00259 27.884 ± 0.093 % 76.398 ± 0.127 % 436 3.6905 ± 0.0227 0.45659 ± 0.00379 0.50181 ± 0.00258 27.885 ± 0.093 % 76.405 ± 0.127 % 437 3.6890 ± 0.0227 0.45631 ± 0.00378 0.50155 ± 0.00258 27.871 ± 0.093 % 76.411 ± 0.127 % 438 3.6893 ± 0.0226 0.45621 ± 0.00378 0.50125 ± 0.00258 27.858 ± 0.093 % 76.420 ± 0.127 % 439 3.6928 ± 0.0226 0.45651 ± 0.00377 0.50130 ± 0.00257 27.856 ± 0.092 % 76.413 ± 0.127 % 440 3.6971 ± 0.0227 0.45641 ± 0.00377 0.50095 ± 0.00257 27.837 ± 0.092 % 76.418 ± 0.127 % 441 3.7029 ± 0.0227 0.45573 ± 0.00376 0.50042 ± 0.00256 27.814 ± 0.092 % 76.423 ± 0.127 % 442 3.7101 ± 0.0227 0.45534 ± 0.00376 0.50004 ± 0.00256 27.792 ± 0.092 % 76.425 ± 0.126 % 443 3.7072 ± 0.0227 0.45532 ± 0.00375 0.50004 ± 0.00255 27.799 ± 0.092 % 76.432 ± 0.126 % 444 3.7065 ± 0.0227 0.45532 ± 0.00375 0.50007 ± 0.00255 27.799 ± 0.092 % 76.431 ± 0.126 % 445 3.7065 ± 0.0226 0.45515 ± 0.00374 0.49977 ± 0.00255 27.787 ± 0.092 % 76.439 ± 0.126 % 446 3.7097 ± 0.0226 0.45507 ± 0.00374 0.49978 ± 0.00254 27.784 ± 0.092 % 76.435 ± 0.126 % 447 3.7124 ± 0.0226 0.45469 ± 0.00373 0.49943 ± 0.00254 27.769 ± 0.092 % 76.430 ± 0.126 % 448 3.7154 ± 0.0226 0.45482 ± 0.00373 0.49929 ± 0.00253 27.760 ± 0.091 % 76.427 ± 0.126 % 449 3.7172 ± 0.0226 0.45467 ± 0.00372 0.49900 ± 0.00253 27.750 ± 0.091 % 76.425 ± 0.125 % 450 3.7196 ± 0.0226 0.45460 ± 0.00372 0.49878 ± 0.00253 27.740 ± 0.091 % 76.429 ± 0.125 % 451 3.7225 ± 0.0226 0.45442 ± 0.00371 0.49839 ± 0.00252 27.726 ± 0.091 % 76.438 ± 0.125 % 452 3.7257 ± 0.0226 0.45496 ± 0.00371 0.49862 ± 0.00252 27.727 ± 0.091 % 76.418 ± 0.125 % 453 3.7278 ± 0.0226 0.45491 ± 0.00371 0.49846 ± 0.00251 27.719 ± 0.091 % 76.416 ± 0.125 % 454 3.7240 ± 0.0225 0.45456 ± 0.00370 0.49833 ± 0.00251 27.717 ± 0.091 % 76.429 ± 0.125 % 455 3.7265 ± 0.0225 0.45424 ± 0.00369 0.49799 ± 0.00251 27.703 ± 0.091 % 76.429 ± 0.125 % 456 3.7263 ± 0.0225 0.45373 ± 0.00369 0.49739 ± 0.00250 27.683 ± 0.091 % 76.452 ± 0.124 % 457 3.7282 ± 0.0225 0.45320 ± 0.00368 0.49679 ± 0.00250 27.660 ± 0.090 % 76.460 ± 0.124 % 458 3.7328 ± 0.0225 0.45284 ± 0.00368 0.49638 ± 0.00249 27.645 ± 0.090 % 76.471 ± 0.124 % 459 3.7308 ± 0.0225 0.45224 ± 0.00367 0.49590 ± 0.00249 27.630 ± 0.090 % 76.483 ± 0.124 % 460 3.7294 ± 0.0224 0.45161 ± 0.00367 0.49532 ± 0.00249 27.609 ± 0.090 % 76.500 ± 0.124 % 461 3.7260 ± 0.0224 0.45148 ± 0.00366 0.49500 ± 0.00248 27.603 ± 0.090 % 76.515 ± 0.124 % 462 3.7274 ± 0.0224 0.45155 ± 0.00366 0.49498 ± 0.00248 27.599 ± 0.090 % 76.510 ± 0.124 % 463 3.7329 ± 0.0224 0.45158 ± 0.00365 0.49502 ± 0.00248 27.591 ± 0.090 % 76.491 ± 0.123 % 464 3.7383 ± 0.0224 0.45122 ± 0.00365 0.49476 ± 0.00247 27.576 ± 0.090 % 76.486 ± 0.123 % 465 3.7361 ± 0.0224 0.45141 ± 0.00364 0.49470 ± 0.00247 27.585 ± 0.090 % 76.489 ± 0.123 % 466 3.7380 ± 0.0224 0.45144 ± 0.00364 0.49475 ± 0.00246 27.577 ± 0.090 % 76.479 ± 0.123 % 467 3.7398 ± 0.0224 0.45124 ± 0.00363 0.49444 ± 0.00246 27.566 ± 0.089 % 76.478 ± 0.123 % 468 3.7410 ± 0.0223 0.45099 ± 0.00363 0.49429 ± 0.00246 27.559 ± 0.089 % 76.474 ± 0.123 % 469 3.7396 ± 0.0223 0.45044 ± 0.00362 0.49378 ± 0.00245 27.545 ± 0.089 % 76.483 ± 0.123 % 470 3.7397 ± 0.0223 0.45003 ± 0.00362 0.49343 ± 0.00245 27.527 ± 0.089 % 76.490 ± 0.122 % 471 3.7415 ± 0.0223 0.44955 ± 0.00361 0.49321 ± 0.00244 27.514 ± 0.089 % 76.482 ± 0.122 % 472 3.7431 ± 0.0223 0.44914 ± 0.00361 0.49301 ± 0.00244 27.501 ± 0.089 % 76.478 ± 0.122 % 473 3.7430 ± 0.0222 0.44898 ± 0.00360 0.49268 ± 0.00244 27.489 ± 0.089 % 76.486 ± 0.122 % 474 3.7432 ± 0.0222 0.44836 ± 0.00360 0.49212 ± 0.00243 27.471 ± 0.089 % 76.500 ± 0.122 % 475 3.7439 ± 0.0222 0.44788 ± 0.00359 0.49165 ± 0.00243 27.452 ± 0.089 % 76.509 ± 0.122 % 476 3.7448 ± 0.0222 0.44802 ± 0.00359 0.49165 ± 0.00243 27.446 ± 0.088 % 76.509 ± 0.122 % 477 3.7443 ± 0.0221 0.44764 ± 0.00358 0.49124 ± 0.00242 27.432 ± 0.088 % 76.524 ± 0.122 % 478 3.7449 ± 0.0221 0.44740 ± 0.00358 0.49104 ± 0.00242 27.426 ± 0.088 % 76.521 ± 0.121 % 479 3.7480 ± 0.0221 0.44757 ± 0.00358 0.49098 ± 0.00242 27.419 ± 0.088 % 76.523 ± 0.121 % 480 3.7504 ± 0.0221 0.44764 ± 0.00357 0.49098 ± 0.00241 27.416 ± 0.088 % 76.527 ± 0.121 % 481 3.7458 ± 0.0221 0.44750 ± 0.00357 0.49086 ± 0.00241 27.422 ± 0.088 % 76.537 ± 0.121 % 482 3.7479 ± 0.0221 0.44767 ± 0.00357 0.49097 ± 0.00241 27.419 ± 0.088 % 76.532 ± 0.121 % 483 3.7458 ± 0.0220 0.44755 ± 0.00356 0.49066 ± 0.00241 27.415 ± 0.088 % 76.544 ± 0.121 % 484 3.7480 ± 0.0220 0.44692 ± 0.00356 0.49014 ± 0.00240 27.395 ± 0.088 % 76.557 ± 0.121 % 485 3.7535 ± 0.0221 0.44645 ± 0.00355 0.48955 ± 0.00240 27.374 ± 0.088 % 76.576 ± 0.120 % 486 3.7552 ± 0.0220 0.44632 ± 0.00355 0.48912 ± 0.00239 27.357 ± 0.088 % 76.584 ± 0.120 % 487 3.7573 ± 0.0220 0.44589 ± 0.00354 0.48896 ± 0.00239 27.346 ± 0.087 % 76.583 ± 0.120 % 488 3.7593 ± 0.0220 0.44570 ± 0.00354 0.48869 ± 0.00239 27.338 ± 0.087 % 76.588 ± 0.120 % 489 3.7600 ± 0.0220 0.44506 ± 0.00353 0.48821 ± 0.00238 27.320 ± 0.087 % 76.592 ± 0.120 % 490 3.7618 ± 0.0220 0.44436 ± 0.00353 0.48767 ± 0.00238 27.302 ± 0.087 % 76.607 ± 0.120 % 491 3.7662 ± 0.0220 0.44436 ± 0.00352 0.48750 ± 0.00238 27.291 ± 0.087 % 76.606 ± 0.120 % 492 3.7701 ± 0.0220 0.44407 ± 0.00352 0.48715 ± 0.00237 27.276 ± 0.087 % 76.609 ± 0.120 % 493 3.7695 ± 0.0220 0.44398 ± 0.00351 0.48702 ± 0.00237 27.270 ± 0.087 % 76.620 ± 0.119 % 494 3.7667 ± 0.0220 0.44384 ± 0.00351 0.48679 ± 0.00237 27.266 ± 0.087 % 76.621 ± 0.119 % 495 3.7660 ± 0.0219 0.44383 ± 0.00351 0.48683 ± 0.00236 27.262 ± 0.087 % 76.626 ± 0.119 % 496 3.7648 ± 0.0219 0.44358 ± 0.00350 0.48690 ± 0.00236 27.262 ± 0.087 % 76.623 ± 0.119 % 497 3.7657 ± 0.0219 0.44369 ± 0.00350 0.48720 ± 0.00236 27.262 ± 0.087 % 76.606 ± 0.119 % 498 3.7647 ± 0.0219 0.44347 ± 0.00349 0.48695 ± 0.00236 27.253 ± 0.086 % 76.609 ± 0.119 % 499 3.7619 ± 0.0218 0.44320 ± 0.00349 0.48680 ± 0.00235 27.252 ± 0.086 % 76.617 ± 0.119 % 500 3.7641 ± 0.0218 0.44327 ± 0.00349 0.48681 ± 0.00235 27.250 ± 0.086 % 76.609 ± 0.119 % 501 3.7677 ± 0.0218 0.44267 ± 0.00348 0.48646 ± 0.00235 27.232 ± 0.086 % 76.614 ± 0.118 % 502 3.7659 ± 0.0218 0.44256 ± 0.00348 0.48634 ± 0.00235 27.227 ± 0.086 % 76.618 ± 0.118 % 503 3.7642 ± 0.0217 0.44201 ± 0.00347 0.48588 ± 0.00234 27.212 ± 0.086 % 76.627 ± 0.118 % 504 3.7656 ± 0.0217 0.44207 ± 0.00347 0.48591 ± 0.00234 27.215 ± 0.086 % 76.629 ± 0.118 % 505 3.7675 ± 0.0217 0.44182 ± 0.00347 0.48559 ± 0.00234 27.203 ± 0.086 % 76.640 ± 0.118 % 506 3.7711 ± 0.0217 0.44209 ± 0.00346 0.48574 ± 0.00233 27.203 ± 0.086 % 76.629 ± 0.118 % 507 3.7729 ± 0.0217 0.44201 ± 0.00346 0.48542 ± 0.00233 27.191 ± 0.086 % 76.637 ± 0.118 % 508 3.7753 ± 0.0217 0.44174 ± 0.00346 0.48499 ± 0.00233 27.176 ± 0.086 % 76.641 ± 0.118 % 509 3.7707 ± 0.0217 0.44171 ± 0.00345 0.48502 ± 0.00232 27.188 ± 0.085 % 76.651 ± 0.117 % 510 3.7712 ± 0.0217 0.44209 ± 0.00345 0.48550 ± 0.00232 27.204 ± 0.085 % 76.639 ± 0.117 % 511 3.7709 ± 0.0216 0.44233 ± 0.00345 0.48585 ± 0.00232 27.210 ± 0.085 % 76.629 ± 0.117 % 512 3.7697 ± 0.0216 0.44267 ± 0.00344 0.48605 ± 0.00232 27.222 ± 0.085 % 76.624 ± 0.117 % 513 3.7669 ± 0.0216 0.44286 ± 0.00344 0.48597 ± 0.00232 27.230 ± 0.085 % 76.633 ± 0.117 % 514 3.7670 ± 0.0215 0.44306 ± 0.00344 0.48632 ± 0.00232 27.235 ± 0.085 % 76.622 ± 0.117 % 515 3.7687 ± 0.0215 0.44364 ± 0.00344 0.48687 ± 0.00232 27.248 ± 0.085 % 76.606 ± 0.117 % 516 3.7653 ± 0.0215 0.44365 ± 0.00343 0.48685 ± 0.00231 27.251 ± 0.085 % 76.607 ± 0.117 % 517 3.7661 ± 0.0215 0.44411 ± 0.00343 0.48721 ± 0.00232 27.259 ± 0.085 % 76.607 ± 0.117 % 518 3.7653 ± 0.0214 0.44405 ± 0.00343 0.48719 ± 0.00231 27.259 ± 0.085 % 76.611 ± 0.116 % 519 3.7651 ± 0.0214 0.44431 ± 0.00343 0.48739 ± 0.00231 27.263 ± 0.085 % 76.607 ± 0.116 % 520 3.7680 ± 0.0214 0.44525 ± 0.00343 0.48809 ± 0.00231 27.276 ± 0.085 % 76.585 ± 0.116 % 521 3.7675 ± 0.0214 0.44516 ± 0.00342 0.48793 ± 0.00231 27.269 ± 0.084 % 76.578 ± 0.116 % 522 3.7652 ± 0.0214 0.44500 ± 0.00342 0.48781 ± 0.00231 27.263 ± 0.084 % 76.592 ± 0.116 % 523 3.7683 ± 0.0214 0.44549 ± 0.00342 0.48823 ± 0.00230 27.269 ± 0.084 % 76.582 ± 0.116 % 524 3.7674 ± 0.0213 0.44539 ± 0.00341 0.48823 ± 0.00230 27.271 ± 0.084 % 76.582 ± 0.116 % 525 3.7673 ± 0.0213 0.44512 ± 0.00341 0.48800 ± 0.00230 27.266 ± 0.084 % 76.592 ± 0.116 % 526 3.7655 ± 0.0213 0.44517 ± 0.00341 0.48810 ± 0.00230 27.271 ± 0.084 % 76.594 ± 0.116 % 527 3.7607 ± 0.0212 0.44475 ± 0.00340 0.48758 ± 0.00229 27.258 ± 0.084 % 76.611 ± 0.115 % 528 3.7606 ± 0.0212 0.44477 ± 0.00340 0.48766 ± 0.00229 27.258 ± 0.084 % 76.604 ± 0.115 % 529 3.7582 ± 0.0212 0.44446 ± 0.00340 0.48737 ± 0.00229 27.246 ± 0.084 % 76.610 ± 0.115 % 530 3.7560 ± 0.0211 0.44406 ± 0.00339 0.48698 ± 0.00228 27.235 ± 0.084 % 76.622 ± 0.115 % 531 3.7529 ± 0.0211 0.44366 ± 0.00339 0.48665 ± 0.00228 27.227 ± 0.084 % 76.633 ± 0.115 % 532 3.7461 ± 0.0210 0.44288 ± 0.00338 0.48586 ± 0.00228 27.204 ± 0.084 % 76.666 ± 0.115 % 533 3.7432 ± 0.0210 0.44306 ± 0.00338 0.48589 ± 0.00228 27.216 ± 0.083 % 76.669 ± 0.115 % 534 3.7409 ± 0.0210 0.44315 ± 0.00337 0.48613 ± 0.00227 27.231 ± 0.083 % 76.662 ± 0.115 % 535 3.7431 ± 0.0209 0.44382 ± 0.00337 0.48675 ± 0.00227 27.246 ± 0.083 % 76.640 ± 0.115 % 536 3.7445 ± 0.0209 0.44363 ± 0.00337 0.48689 ± 0.00227 27.243 ± 0.083 % 76.627 ± 0.114 % 537 3.7479 ± 0.0209 0.44372 ± 0.00337 0.48679 ± 0.00227 27.234 ± 0.083 % 76.625 ± 0.114 % 538 3.7507 ± 0.0209 0.44381 ± 0.00336 0.48688 ± 0.00227 27.227 ± 0.083 % 76.616 ± 0.114 % 539 3.7539 ± 0.0209 0.44392 ± 0.00336 0.48711 ± 0.00226 27.225 ± 0.083 % 76.609 ± 0.114 % 540 3.7582 ± 0.0210 0.44377 ± 0.00336 0.48685 ± 0.00226 27.214 ± 0.083 % 76.605 ± 0.114 % 541 3.7632 ± 0.0210 0.44388 ± 0.00335 0.48683 ± 0.00226 27.204 ± 0.083 % 76.599 ± 0.114 % 542 3.7667 ± 0.0210 0.44373 ± 0.00335 0.48664 ± 0.00226 27.194 ± 0.083 % 76.610 ± 0.114 % 543 3.7715 ± 0.0210 0.44438 ± 0.00335 0.48713 ± 0.00225 27.199 ± 0.083 % 76.583 ± 0.114 % 544 3.7705 ± 0.0210 0.44436 ± 0.00334 0.48706 ± 0.00225 27.197 ± 0.083 % 76.584 ± 0.114 % 545 3.7705 ± 0.0210 0.44427 ± 0.00334 0.48703 ± 0.00225 27.195 ± 0.082 % 76.583 ± 0.114 % 546 3.7663 ± 0.0209 0.44422 ± 0.00334 0.48697 ± 0.00225 27.201 ± 0.082 % 76.594 ± 0.113 % 547 3.7650 ± 0.0209 0.44487 ± 0.00334 0.48751 ± 0.00225 27.227 ± 0.082 % 76.586 ± 0.113 % 548 3.7605 ± 0.0208 0.44484 ± 0.00334 0.48760 ± 0.00225 27.237 ± 0.082 % 76.596 ± 0.113 % 549 3.7572 ± 0.0208 0.44491 ± 0.00333 0.48778 ± 0.00225 27.248 ± 0.082 % 76.607 ± 0.113 % 550 3.7574 ± 0.0208 0.44553 ± 0.00333 0.48825 ± 0.00225 27.261 ± 0.082 % 76.596 ± 0.113 % 551 3.7562 ± 0.0207 0.44577 ± 0.00333 0.48850 ± 0.00225 27.269 ± 0.082 % 76.600 ± 0.113 % 552 3.7545 ± 0.0207 0.44598 ± 0.00333 0.48880 ± 0.00225 27.282 ± 0.082 % 76.593 ± 0.113 % 553 3.7532 ± 0.0207 0.44611 ± 0.00332 0.48903 ± 0.00224 27.287 ± 0.082 % 76.590 ± 0.113 % 554 3.7554 ± 0.0207 0.44662 ± 0.00332 0.48952 ± 0.00225 27.301 ± 0.082 % 76.586 ± 0.113 % 555 3.7541 ± 0.0207 0.44649 ± 0.00332 0.48944 ± 0.00224 27.298 ± 0.082 % 76.587 ± 0.113 % 556 3.7570 ± 0.0207 0.44608 ± 0.00332 0.48924 ± 0.00224 27.285 ± 0.082 % 76.579 ± 0.112 % 557 3.7601 ± 0.0207 0.44600 ± 0.00331 0.48908 ± 0.00224 27.277 ± 0.082 % 76.578 ± 0.112 % 558 3.7654 ± 0.0207 0.44605 ± 0.00331 0.48927 ± 0.00223 27.268 ± 0.082 % 76.568 ± 0.112 % 559 3.7685 ± 0.0207 0.44600 ± 0.00331 0.48933 ± 0.00223 27.260 ± 0.081 % 76.560 ± 0.112 % 560 3.7741 ± 0.0207 0.44578 ± 0.00330 0.48923 ± 0.00223 27.248 ± 0.081 % 76.544 ± 0.112 % 561 3.7723 ± 0.0207 0.44546 ± 0.00330 0.48875 ± 0.00222 27.232 ± 0.081 % 76.564 ± 0.112 % ====== Perplexity statistics ====== Mean PPL(Q) : 3.772340 ± 0.020688 Mean PPL(base) : 2.416296 ± 0.011058 Cor(ln(PPL(Q)), ln(PPL(base))): 79.94% Mean ln(PPL(Q)/PPL(base)) : 0.445460 ± 0.003301 Mean PPL(Q)/PPL(base) : 1.561208 ± 0.005153 Mean PPL(Q)-PPL(base) : 1.356044 ± 0.013584 ====== KL divergence statistics ====== Mean KLD: 0.488752 ± 0.002225 Maximum KLD: 15.076470 99.9% KLD: 6.696032 99.0% KLD: 4.030122 95.0% KLD: 2.191823 90.0% KLD: 1.451553 Median KLD: 0.138796 10.0% KLD: 0.000533 5.0% KLD: 0.000125 1.0% KLD: 0.000012 0.1% KLD: 0.000000 Minimum KLD: -0.000278 ====== Token probability statistics ====== Mean Δp: -11.568 ± 0.065 % Maximum Δp: 97.427% 99.9% Δp: 75.322% 99.0% Δp: 41.534% 95.0% Δp: 13.423% 90.0% Δp: 4.027% 75.0% Δp: -0.005% Median Δp: -1.730% 25.0% Δp: -17.599% 10.0% Δp: -48.752% 5.0% Δp: -67.987% 1.0% Δp: -90.797% 0.1% Δp: -98.303% Minimum Δp: -99.975% RMS Δp : 27.232 ± 0.081 % Same top p: 76.564 ± 0.112 % 1.57.364.920 I llama_perf_context_print: load time = 23919.41 ms 1.57.364.922 I llama_perf_context_print: prompt eval time = 70609.30 ms / 287232 tokens ( 0.25 ms per token, 4067.91 tokens per second) 1.57.364.923 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) 1.57.364.924 I llama_perf_context_print: total time = 90485.13 ms / 287233 tokens 1.57.364.925 I llama_perf_context_print: graphs reused = 34 1.57.365.165 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | 1.57.365.172 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 86487 + ( 9771 = 6473 + 224 + 3073) + 991 | 1.57.365.173 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 84127 + (12129 = 8864 + 192 + 3073) + 992 | 1.57.365.173 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 84101 + (12156 = 8890 + 192 + 3073) + 992 | 1.57.365.174 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 84127 + (12129 = 8864 + 192 + 3073) + 992 | 1.57.365.174 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 84101 + (12156 = 8890 + 192 + 3073) + 992 | 1.57.365.174 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 84127 + (12129 = 8864 + 192 + 3073) + 992 | 1.57.365.175 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 84101 + (12156 = 8890 + 192 + 3073) + 992 | 1.57.365.175 I common_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 85417 + (10840 = 5819 + 160 + 4861) + 991 | 1.57.365.175 I common_memory_breakdown_print: | - Host | 734 = 413 + 0 + 321 | ```