### Step-3.5-Flash-IQ4_XS (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-IQ4_XS.gguf 0.00.940.351 I common_init_result: fitting params to device memory ... 0.00.940.359 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) 0.00.940.368 I common_params_fit_impl: getting device memory data for initial parameters: 0.02.494.721 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | 0.02.494.729 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (12517 = 9220 + 224 + 3073) + -11955 | 0.02.494.729 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (16512 = 12734 + 192 + 3585) + -15949 | 0.02.494.730 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (16546 = 12769 + 192 + 3585) + -15984 | 0.02.494.730 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (16512 = 12734 + 192 + 3585) + -15949 | 0.02.494.730 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (16546 = 12769 + 192 + 3585) + -15984 | 0.02.494.730 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (16512 = 12734 + 192 + 3585) + -15949 | 0.02.494.730 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (16546 = 12769 + 192 + 3585) + -15984 | 0.02.494.730 I common_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (12762 = 7229 + 160 + 5373) + -12200 | 0.02.494.731 I common_memory_breakdown_print: | - Host | 856 = 534 + 0 + 321 | 0.02.516.775 I common_params_fit_impl: projected memory use with initial parameters [MiB]: 0.02.516.786 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 12517 used, 84169 free vs. target of 1024 0.02.516.786 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 16512 used, 80175 free vs. target of 1024 0.02.516.787 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 16546 used, 80141 free vs. target of 1024 0.02.516.787 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 16512 used, 80175 free vs. target of 1024 0.02.516.788 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 16546 used, 80141 free vs. target of 1024 0.02.516.788 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 16512 used, 80175 free vs. target of 1024 0.02.516.788 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 16546 used, 80141 free vs. target of 1024 0.02.516.789 I common_params_fit_impl: - CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 12762 used, 83925 free vs. target of 1024 0.02.516.789 I common_params_fit_impl: projected to use 124455 MiB of device memory vs. 773503 MiB of free device memory 0.02.516.789 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed 0.02.516.790 I common_fit_params: successfully fit params to free device memory 0.02.516.794 I common_fit_params: fitting params to free memory took 1.58 seconds 0.02.537.210 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-IQ4_XS.gguf (version GGUF V3 (latest)) 0.02.537.233 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. 0.02.537.238 I llama_model_loader: - kv 0: general.architecture str = step35 0.02.537.238 I llama_model_loader: - kv 1: general.type str = model 0.02.537.239 I llama_model_loader: - kv 2: general.name str = Step 3.5 Flash 0.02.537.239 I llama_model_loader: - kv 3: general.size_label str = 288x10B 0.02.537.239 I llama_model_loader: - kv 4: general.license str = apache-2.0 0.02.537.240 I llama_model_loader: - kv 5: general.base_model.count u32 = 1 0.02.537.241 I llama_model_loader: - kv 6: general.base_model.0.name str = Step 3.5 Flash 0.02.537.241 I llama_model_loader: - kv 7: general.base_model.0.organization str = Stepfun Ai 0.02.537.242 I llama_model_loader: - kv 8: general.base_model.0.repo_url str = https://huggingface.co/stepfun-ai/ste... 0.02.537.243 I llama_model_loader: - kv 9: step35.block_count u32 = 48 0.02.537.243 I llama_model_loader: - kv 10: step35.context_length u32 = 262144 0.02.537.244 I llama_model_loader: - kv 11: step35.embedding_length u32 = 4096 0.02.537.245 I llama_model_loader: - kv 12: step35.feed_forward_length u32 = 11264 0.02.537.255 I llama_model_loader: - kv 13: step35.attention.head_count arr[i32,48] = [64, 96, 96, 96, 64, 96, 96, 96, 64, ... 0.02.537.259 I llama_model_loader: - kv 14: step35.rope.freq_base f32 = 5000000.000000 0.02.537.260 I llama_model_loader: - kv 15: step35.rope.freq_base_swa f32 = 10000.000000 0.02.537.261 I llama_model_loader: - kv 16: step35.expert_gating_func u32 = 2 0.02.537.262 I llama_model_loader: - kv 17: step35.attention.key_length u32 = 128 0.02.537.263 I llama_model_loader: - kv 18: step35.attention.value_length u32 = 128 0.02.537.265 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, ... 0.02.537.265 I llama_model_loader: - kv 20: step35.attention.sliding_window u32 = 512 0.02.537.268 I llama_model_loader: - kv 21: step35.attention.sliding_window_pattern arr[bool,48] = [false, true, true, true, false, true... 0.02.537.269 I llama_model_loader: - kv 22: step35.expert_count u32 = 288 0.02.537.269 I llama_model_loader: - kv 23: step35.expert_used_count u32 = 8 0.02.537.271 I llama_model_loader: - kv 24: step35.expert_feed_forward_length u32 = 1280 0.02.537.272 I llama_model_loader: - kv 25: step35.expert_shared_feed_forward_length u32 = 1280 0.02.537.273 I llama_model_loader: - kv 26: step35.expert_weights_scale f32 = 3.000000 0.02.537.274 I llama_model_loader: - kv 27: step35.expert_weights_norm bool = true 0.02.537.275 I llama_model_loader: - kv 28: step35.leading_dense_block_count u32 = 3 0.02.537.275 I llama_model_loader: - kv 29: step35.moe_every_n_layers u32 = 1 0.02.537.276 I llama_model_loader: - kv 30: step35.attention.layer_norm_rms_epsilon f32 = 0.000010 0.02.537.282 I llama_model_loader: - kv 31: step35.swiglu_clamp_exp arr[f32,48] = [0.000000, 0.000000, 0.000000, 0.0000... 0.02.537.287 I llama_model_loader: - kv 32: step35.swiglu_clamp_shexp arr[f32,48] = [0.000000, 0.000000, 0.000000, 0.0000... 0.02.537.287 I llama_model_loader: - kv 33: step35.nextn_predict_layers u32 = 3 0.02.537.288 I llama_model_loader: - kv 34: tokenizer.ggml.model str = gpt2 0.02.537.288 I llama_model_loader: - kv 35: tokenizer.ggml.pre str = deepseek-v3 0.02.544.691 I llama_model_loader: - kv 36: tokenizer.ggml.tokens arr[str,128896] = ["<|begin▁of▁sentence|>", "<�... 0.02.546.524 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, ... 0.02.553.284 I llama_model_loader: - kv 38: tokenizer.ggml.merges arr[str,127741] = ["Ġ t", "Ġ a", "i n", "Ġ Ġ", "h e... 0.02.553.293 I llama_model_loader: - kv 39: tokenizer.ggml.bos_token_id u32 = 0 0.02.553.294 I llama_model_loader: - kv 40: tokenizer.ggml.eos_token_id u32 = 128007 0.02.553.294 I llama_model_loader: - kv 41: tokenizer.ggml.padding_token_id u32 = 1 0.02.553.295 I llama_model_loader: - kv 42: tokenizer.ggml.add_bos_token bool = true 0.02.553.296 I llama_model_loader: - kv 43: tokenizer.ggml.add_sep_token bool = false 0.02.553.296 I llama_model_loader: - kv 44: tokenizer.ggml.add_eos_token bool = false 0.02.553.298 I llama_model_loader: - kv 45: tokenizer.chat_template str = {% macro render_content(content) %}{%... 0.02.553.298 I llama_model_loader: - kv 46: general.quantization_version u32 = 2 0.02.553.298 I llama_model_loader: - kv 47: general.file_type u32 = 7 0.02.553.299 I llama_model_loader: - kv 48: MoE_Quantization.ffn_up_exps str = IQ3_S 0.02.553.299 I llama_model_loader: - kv 49: MoE_Quantization.ffn_gate_exps str = IQ3_S 0.02.553.299 I llama_model_loader: - kv 50: MoE_Quantization.ffn_down_exps str = IQ4_XS 0.02.553.300 I llama_model_loader: - kv 51: MoE_Quantization.type_default str = Q8_0 0.02.553.300 I llama_model_loader: - kv 52: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/Step-3.5-Flas... 0.02.553.301 I llama_model_loader: - kv 53: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati... 0.02.553.301 I llama_model_loader: - kv 54: quantize.imatrix.entries_count u32 = 528 0.02.553.302 I llama_model_loader: - kv 55: quantize.imatrix.chunks_count u32 = 50 0.02.553.302 I llama_model_loader: - type f32: 287 tensors 0.02.553.302 I llama_model_loader: - type q8_0: 392 tensors 0.02.553.303 I llama_model_loader: - type iq3_s: 84 tensors 0.02.553.303 I llama_model_loader: - type iq4_xs: 42 tensors 0.02.553.304 I print_info: file format = GGUF V3 (latest) 0.02.553.305 I print_info: file type = Q8_0 0.02.553.307 I print_info: file size = 91.31 GiB (3.93 BPW) 0.02.553.632 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free 0.02.553.654 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free 0.02.553.661 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free 0.02.553.667 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free 0.02.553.672 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free 0.02.553.679 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free 0.02.553.685 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96687 MiB free 0.02.553.691 I llama_prepare_model_devices: using device CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96687 MiB free 0.02.590.387 I load: 0 unused tokens 0.02.598.405 I load: printing all EOG tokens: 0.02.598.412 I load: - 1 ('<|end▁of▁sentence|>') 0.02.598.413 I load: - 128007 ('<|im_end|>') 0.02.598.482 I load: special tokens cache size = 818 0.02.620.317 I load: token to piece cache size = 0.8220 MB 0.02.620.332 I print_info: arch = step35 0.02.620.333 I print_info: vocab_only = 0 0.02.620.333 I print_info: no_alloc = 0 0.02.620.333 I print_info: n_ctx_train = 262144 0.02.620.334 I print_info: n_embd = 4096 0.02.620.334 I print_info: n_embd_inp = 4096 0.02.620.334 I print_info: n_layer = 48 0.02.620.343 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] 0.02.620.344 I print_info: n_head_kv = 8 0.02.620.344 I print_info: n_rot = 64 0.02.620.347 I print_info: n_swa = 512 0.02.620.347 I print_info: is_swa_any = 1 0.02.620.347 I print_info: n_embd_head_k = 128 0.02.620.348 I print_info: n_embd_head_v = 128 0.02.620.350 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] 0.02.620.351 I print_info: n_embd_k_gqa = 1024 0.02.620.352 I print_info: n_embd_v_gqa = 1024 0.02.620.353 I print_info: f_norm_eps = 0.0e+00 0.02.620.353 I print_info: f_norm_rms_eps = 1.0e-05 0.02.620.354 I print_info: f_clamp_kqv = 0.0e+00 0.02.620.354 I print_info: f_max_alibi_bias = 0.0e+00 0.02.620.354 I print_info: f_logit_scale = 0.0e+00 0.02.620.355 I print_info: f_attn_scale = 0.0e+00 0.02.620.355 I print_info: f_attn_value_scale = 0.0000 0.02.620.375 I print_info: n_ff = 11264 0.02.620.381 I print_info: n_expert = 288 0.02.620.381 I print_info: n_expert_used = 8 0.02.620.381 I print_info: n_expert_groups = 0 0.02.620.382 I print_info: n_group_used = 0 0.02.620.382 I print_info: causal attn = 1 0.02.620.382 I print_info: pooling type = -1 0.02.620.382 I print_info: rope type = 2 0.02.620.383 I print_info: rope scaling = linear 0.02.620.384 I print_info: freq_base_train = 5000000.0 0.02.620.384 I print_info: freq_scale_train = 1 0.02.620.385 I print_info: freq_base_swa = 10000.0 0.02.620.385 I print_info: freq_scale_swa = 1 0.02.620.385 I print_info: n_embd_head_k_swa = 128 0.02.620.385 I print_info: n_embd_head_v_swa = 128 0.02.620.386 I print_info: n_rot_swa = 128 0.02.620.386 I print_info: n_ctx_orig_yarn = 262144 0.02.620.386 I print_info: rope_yarn_log_mul = 0.0000 0.02.620.387 I print_info: rope_finetuned = unknown 0.02.620.387 I print_info: model type = 196B.A11B 0.02.620.388 I print_info: model params = 199.38 B 0.02.620.388 I print_info: general.name = Step 3.5 Flash 0.02.620.389 I print_info: vocab type = BPE 0.02.620.390 I print_info: n_vocab = 128896 0.02.620.390 I print_info: n_merges = 127741 0.02.620.390 I print_info: BOS token = 0 '<|begin▁of▁sentence|>' 0.02.620.390 I print_info: EOS token = 128007 '<|im_end|>' 0.02.620.390 I print_info: EOT token = 128007 '<|im_end|>' 0.02.620.390 I print_info: PAD token = 1 '<|end▁of▁sentence|>' 0.02.620.391 I print_info: LF token = 201 'Ċ' 0.02.620.391 I print_info: FIM PRE token = 128801 '<|fim▁begin|>' 0.02.620.391 I print_info: FIM SUF token = 128800 '<|fim▁hole|>' 0.02.620.391 I print_info: FIM MID token = 128802 '<|fim▁end|>' 0.02.620.391 I print_info: EOG token = 1 '<|end▁of▁sentence|>' 0.02.620.392 I print_info: EOG token = 128007 '<|im_end|>' 0.02.620.392 I print_info: max token length = 256 0.02.620.393 I load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false) 0.31.385.772 I load_tensors: offloading output layer to GPU 0.31.385.780 I load_tensors: offloading 47 repeating layers to GPU 0.31.385.780 I load_tensors: offloaded 49/49 layers to GPU 0.31.385.786 I load_tensors: CPU_Mapped model buffer size = 534.97 MiB 0.31.385.787 I load_tensors: CUDA0 model buffer size = 9220.76 MiB 0.31.385.788 I load_tensors: CUDA1 model buffer size = 12734.95 MiB 0.31.385.788 I load_tensors: CUDA2 model buffer size = 12769.09 MiB 0.31.385.788 I load_tensors: CUDA3 model buffer size = 12734.95 MiB 0.31.385.789 I load_tensors: CUDA4 model buffer size = 12769.09 MiB 0.31.385.789 I load_tensors: CUDA5 model buffer size = 12734.95 MiB 0.31.385.789 I load_tensors: CUDA6 model buffer size = 12769.09 MiB 0.31.385.790 I load_tensors: CUDA7 model buffer size = 7229.18 MiB .................................................................................................... 0.35.883.630 I common_init_result: added <|end▁of▁sentence|> logit bias = -inf 0.35.884.118 I common_init_result: added <|im_end|> logit bias = -inf 0.35.884.354 I llama_context: constructing llama_context 0.35.884.363 I llama_context: n_seq_max = 16 0.35.884.363 I llama_context: n_ctx = 8192 0.35.884.363 I llama_context: n_ctx_seq = 512 0.35.884.364 I llama_context: n_batch = 8192 0.35.884.364 I llama_context: n_ubatch = 8192 0.35.884.364 I llama_context: causal_attn = 1 0.35.884.365 I llama_context: flash_attn = enabled 0.35.884.365 I llama_context: kv_unified = false 0.35.884.368 I llama_context: freq_base = 5000000.0 0.35.884.369 I llama_context: freq_scale = 1 0.35.884.369 I llama_context: n_rs_seq = 0 0.35.884.369 I llama_context: n_outputs_max = 8192 0.35.884.370 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized 0.35.887.767 I llama_context: CUDA_Host output buffer size = 7.87 MiB 0.35.887.776 I llama_kv_cache_iswa: creating non-SWA KV cache, size = 512 cells 0.35.888.099 I llama_kv_cache: CUDA0 KV buffer size = 64.00 MiB 0.35.888.333 I llama_kv_cache: CUDA1 KV buffer size = 64.00 MiB 0.35.888.533 I llama_kv_cache: CUDA2 KV buffer size = 32.00 MiB 0.35.888.751 I llama_kv_cache: CUDA3 KV buffer size = 64.00 MiB 0.35.888.981 I llama_kv_cache: CUDA4 KV buffer size = 32.00 MiB 0.35.889.183 I llama_kv_cache: CUDA5 KV buffer size = 64.00 MiB 0.35.889.385 I llama_kv_cache: CUDA6 KV buffer size = 32.00 MiB 0.35.889.581 I llama_kv_cache: CUDA7 KV buffer size = 32.00 MiB 0.35.889.625 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 0.35.889.631 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128 0.35.889.632 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128 0.35.889.633 I llama_kv_cache_iswa: creating SWA KV cache, size = 512 cells 0.35.889.956 I llama_kv_cache: CUDA0 KV buffer size = 160.00 MiB 0.35.890.207 I llama_kv_cache: CUDA1 KV buffer size = 128.00 MiB 0.35.890.446 I llama_kv_cache: CUDA2 KV buffer size = 160.00 MiB 0.35.890.709 I llama_kv_cache: CUDA3 KV buffer size = 128.00 MiB 0.35.890.971 I llama_kv_cache: CUDA4 KV buffer size = 160.00 MiB 0.35.891.229 I llama_kv_cache: CUDA5 KV buffer size = 128.00 MiB 0.35.891.462 I llama_kv_cache: CUDA6 KV buffer size = 160.00 MiB 0.35.891.754 I llama_kv_cache: CUDA7 KV buffer size = 128.00 MiB 0.35.891.831 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 0.35.891.838 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128 0.35.891.838 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128 0.35.897.233 I llama_context: pipeline parallelism enabled 0.35.897.239 I sched_reserve: reserving ... 0.35.898.630 I sched_reserve: resolving fused Gated Delta Net support: 0.35.899.415 I sched_reserve: fused Gated Delta Net (autoregressive) enabled 0.35.900.069 I sched_reserve: fused Gated Delta Net (chunked) enabled 0.35.976.508 I sched_reserve: CUDA0 compute buffer size = 3073.12 MiB 0.35.976.522 I sched_reserve: CUDA1 compute buffer size = 3073.12 MiB 0.35.976.523 I sched_reserve: CUDA2 compute buffer size = 3073.12 MiB 0.35.976.524 I sched_reserve: CUDA3 compute buffer size = 3073.12 MiB 0.35.976.524 I sched_reserve: CUDA4 compute buffer size = 3073.12 MiB 0.35.976.524 I sched_reserve: CUDA5 compute buffer size = 3073.12 MiB 0.35.976.524 I sched_reserve: CUDA6 compute buffer size = 3073.12 MiB 0.35.976.525 I sched_reserve: CUDA7 compute buffer size = 4861.25 MiB 0.35.976.525 I sched_reserve: CUDA_Host compute buffer size = 321.38 MiB 0.35.976.526 I sched_reserve: graph nodes = 3419 0.35.976.526 I sched_reserve: graph splits = 9 0.35.976.527 I sched_reserve: reserve took 79.29 ms, sched copies = 4 0.35.976.573 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) 0.36.061.754 I 0.36.061.855 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 | 0.37.282.248 I kl_divergence: computing over 561 chunks, n_ctx=512, batch_size=8192, n_seq=16 0.39.580.269 I kl_divergence: 2.30 seconds per pass - ETA 1.33 minutes chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p 1 1.7112 ± 0.1332 0.12270 ± 0.02976 0.09067 ± 0.01322 11.538 ± 1.165 % 94.118 ± 1.476 % 2 2.2023 ± 0.1447 0.13044 ± 0.02344 0.11075 ± 0.00986 12.854 ± 0.928 % 91.176 ± 1.257 % 3 1.7820 ± 0.0865 0.09571 ± 0.01629 0.07845 ± 0.00691 10.924 ± 0.777 % 93.856 ± 0.869 % 4 1.6437 ± 0.0640 0.10716 ± 0.01568 0.08740 ± 0.00827 12.533 ± 0.831 % 94.216 ± 0.731 % 5 1.5475 ± 0.0506 0.09984 ± 0.01379 0.08588 ± 0.00772 12.883 ± 0.768 % 94.667 ± 0.630 % 6 1.4668 ± 0.0407 0.09202 ± 0.01200 0.08260 ± 0.00683 12.882 ± 0.703 % 94.641 ± 0.576 % 7 1.4265 ± 0.0349 0.09234 ± 0.01078 0.07984 ± 0.00613 12.840 ± 0.649 % 94.734 ± 0.529 % 8 1.3917 ± 0.0304 0.08652 ± 0.01017 0.08260 ± 0.00602 13.203 ± 0.626 % 94.706 ± 0.496 % 9 1.3630 ± 0.0269 0.08174 ± 0.00947 0.08265 ± 0.00566 13.261 ± 0.594 % 94.815 ± 0.463 % 10 1.3405 ± 0.0244 0.08124 ± 0.00904 0.08148 ± 0.00552 13.227 ± 0.575 % 95.059 ± 0.429 % 11 1.3487 ± 0.0237 0.08133 ± 0.00870 0.08413 ± 0.00525 13.491 ± 0.538 % 94.688 ± 0.424 % 12 1.3636 ± 0.0235 0.08418 ± 0.00886 0.09090 ± 0.00516 14.011 ± 0.509 % 94.150 ± 0.424 % 13 1.3783 ± 0.0235 0.08666 ± 0.00854 0.09228 ± 0.00495 14.253 ± 0.488 % 94.148 ± 0.408 % 14 1.4361 ± 0.0258 0.09183 ± 0.00857 0.09543 ± 0.00475 14.056 ± 0.463 % 93.754 ± 0.405 % 15 1.4869 ± 0.0274 0.09437 ± 0.00861 0.09678 ± 0.00451 14.136 ± 0.439 % 93.516 ± 0.398 % 16 1.5291 ± 0.0283 0.08947 ± 0.00832 0.09626 ± 0.00427 13.894 ± 0.421 % 93.162 ± 0.395 % 17 1.6448 ± 0.0330 0.09199 ± 0.00823 0.09731 ± 0.00408 13.661 ± 0.405 % 92.710 ± 0.395 % 18 1.7363 ± 0.0359 0.09206 ± 0.00821 0.09927 ± 0.00411 13.560 ± 0.391 % 92.418 ± 0.391 % 19 1.7228 ± 0.0347 0.09112 ± 0.00809 0.09848 ± 0.00407 13.457 ± 0.379 % 92.466 ± 0.379 % 20 1.7054 ± 0.0331 0.09174 ± 0.00791 0.09810 ± 0.00401 13.418 ± 0.368 % 92.490 ± 0.369 % 21 1.7133 ± 0.0324 0.09315 ± 0.00781 0.10120 ± 0.00392 13.578 ± 0.354 % 92.232 ± 0.366 % 22 1.7007 ± 0.0314 0.09286 ± 0.00759 0.10058 ± 0.00381 13.629 ± 0.347 % 92.299 ± 0.356 % 23 1.6811 ± 0.0299 0.09281 ± 0.00732 0.09865 ± 0.00368 13.519 ± 0.339 % 92.396 ± 0.346 % 24 1.6704 ± 0.0288 0.08966 ± 0.00715 0.09842 ± 0.00358 13.488 ± 0.330 % 92.402 ± 0.339 % 25 1.6592 ± 0.0278 0.09001 ± 0.00696 0.09736 ± 0.00348 13.434 ± 0.322 % 92.486 ± 0.330 % 26 1.6499 ± 0.0270 0.08927 ± 0.00678 0.09606 ± 0.00337 13.398 ± 0.315 % 92.624 ± 0.321 % 27 1.6393 ± 0.0260 0.08892 ± 0.00661 0.09622 ± 0.00330 13.476 ± 0.310 % 92.636 ± 0.315 % 28 1.6327 ± 0.0252 0.08818 ± 0.00645 0.09593 ± 0.00321 13.479 ± 0.302 % 92.549 ± 0.311 % 29 1.6318 ± 0.0247 0.09026 ± 0.00640 0.09844 ± 0.00321 13.711 ± 0.298 % 92.522 ± 0.306 % 30 1.6403 ± 0.0245 0.09125 ± 0.00629 0.09916 ± 0.00314 13.782 ± 0.292 % 92.379 ± 0.303 % 31 1.6401 ± 0.0243 0.09176 ± 0.00621 0.09976 ± 0.00310 13.802 ± 0.288 % 92.359 ± 0.299 % 32 1.6294 ± 0.0235 0.09222 ± 0.00611 0.09962 ± 0.00305 13.783 ± 0.283 % 92.439 ± 0.293 % 33 1.6268 ± 0.0230 0.09422 ± 0.00602 0.10006 ± 0.00299 13.787 ± 0.276 % 92.442 ± 0.288 % 34 1.6403 ± 0.0232 0.09546 ± 0.00598 0.10168 ± 0.00297 13.842 ± 0.272 % 92.341 ± 0.286 % 35 1.6468 ± 0.0229 0.09735 ± 0.00593 0.10376 ± 0.00294 14.005 ± 0.268 % 92.246 ± 0.283 % 36 1.6620 ± 0.0232 0.09935 ± 0.00592 0.10657 ± 0.00298 14.279 ± 0.268 % 92.092 ± 0.282 % 37 1.6937 ± 0.0237 0.09840 ± 0.00581 0.10545 ± 0.00290 14.134 ± 0.264 % 92.083 ± 0.278 % 38 1.7298 ± 0.0243 0.09757 ± 0.00574 0.10553 ± 0.00285 14.094 ± 0.260 % 91.940 ± 0.277 % 39 1.7637 ± 0.0249 0.09691 ± 0.00565 0.10467 ± 0.00279 13.999 ± 0.256 % 91.926 ± 0.273 % 40 1.8113 ± 0.0259 0.09540 ± 0.00554 0.10404 ± 0.00273 13.904 ± 0.252 % 91.843 ± 0.271 % 41 1.8453 ± 0.0265 0.09680 ± 0.00550 0.10426 ± 0.00268 13.877 ± 0.248 % 91.707 ± 0.270 % 42 1.8521 ± 0.0263 0.09657 ± 0.00542 0.10380 ± 0.00263 13.837 ± 0.244 % 91.671 ± 0.267 % 43 1.8883 ± 0.0269 0.09545 ± 0.00534 0.10361 ± 0.00258 13.744 ± 0.240 % 91.637 ± 0.264 % 44 1.9080 ± 0.0271 0.09438 ± 0.00526 0.10266 ± 0.00253 13.633 ± 0.237 % 91.676 ± 0.261 % 45 1.9558 ± 0.0279 0.09589 ± 0.00521 0.10287 ± 0.00249 13.549 ± 0.234 % 91.573 ± 0.259 % 46 1.9921 ± 0.0286 0.09332 ± 0.00513 0.10217 ± 0.00245 13.460 ± 0.231 % 91.535 ± 0.257 % 47 1.9953 ± 0.0283 0.09440 ± 0.00510 0.10383 ± 0.00246 13.545 ± 0.228 % 91.481 ± 0.255 % 48 1.9909 ± 0.0279 0.09524 ± 0.00507 0.10365 ± 0.00243 13.532 ± 0.226 % 91.520 ± 0.252 % 49 1.9855 ± 0.0275 0.09527 ± 0.00501 0.10426 ± 0.00241 13.543 ± 0.223 % 91.517 ± 0.249 % 50 1.9759 ± 0.0271 0.09638 ± 0.00495 0.10458 ± 0.00240 13.596 ± 0.222 % 91.600 ± 0.246 % 51 2.0027 ± 0.0274 0.09778 ± 0.00491 0.10580 ± 0.00237 13.611 ± 0.218 % 91.442 ± 0.245 % 52 2.0012 ± 0.0270 0.09801 ± 0.00486 0.10610 ± 0.00235 13.648 ± 0.216 % 91.418 ± 0.243 % 53 2.0227 ± 0.0272 0.09896 ± 0.00483 0.10757 ± 0.00233 13.707 ± 0.213 % 91.247 ± 0.243 % 54 2.0311 ± 0.0271 0.09821 ± 0.00479 0.10805 ± 0.00232 13.713 ± 0.211 % 91.184 ± 0.242 % 55 2.0469 ± 0.0272 0.09883 ± 0.00476 0.10871 ± 0.00229 13.712 ± 0.208 % 91.109 ± 0.240 % 56 2.0580 ± 0.0272 0.09971 ± 0.00474 0.10977 ± 0.00227 13.755 ± 0.206 % 91.043 ± 0.239 % 57 2.0615 ± 0.0270 0.10079 ± 0.00471 0.11069 ± 0.00226 13.801 ± 0.204 % 91.029 ± 0.237 % 58 2.0708 ± 0.0269 0.10223 ± 0.00467 0.11165 ± 0.00224 13.838 ± 0.201 % 90.913 ± 0.236 % 59 2.0774 ± 0.0267 0.10162 ± 0.00463 0.11131 ± 0.00221 13.816 ± 0.199 % 90.894 ± 0.235 % 60 2.0977 ± 0.0270 0.10326 ± 0.00461 0.11245 ± 0.00219 13.851 ± 0.197 % 90.784 ± 0.234 % 61 2.0941 ± 0.0267 0.10406 ± 0.00457 0.11279 ± 0.00219 13.887 ± 0.196 % 90.749 ± 0.232 % 62 2.1259 ± 0.0271 0.10482 ± 0.00453 0.11309 ± 0.00216 13.847 ± 0.194 % 90.664 ± 0.231 % 63 2.1430 ± 0.0273 0.10497 ± 0.00451 0.11377 ± 0.00214 13.878 ± 0.191 % 90.545 ± 0.231 % 64 2.1587 ± 0.0273 0.10493 ± 0.00447 0.11415 ± 0.00212 13.848 ± 0.189 % 90.472 ± 0.230 % 65 2.1625 ± 0.0271 0.10571 ± 0.00444 0.11473 ± 0.00210 13.876 ± 0.187 % 90.401 ± 0.229 % 66 2.1599 ± 0.0268 0.10640 ± 0.00440 0.11525 ± 0.00208 13.882 ± 0.185 % 90.374 ± 0.227 % 67 2.1570 ± 0.0265 0.10643 ± 0.00436 0.11626 ± 0.00208 13.941 ± 0.183 % 90.296 ± 0.226 % 68 2.1654 ± 0.0264 0.10714 ± 0.00435 0.11781 ± 0.00208 14.005 ± 0.182 % 90.144 ± 0.226 % 69 2.1649 ± 0.0262 0.10700 ± 0.00434 0.11859 ± 0.00207 14.067 ± 0.181 % 90.134 ± 0.225 % 70 2.1684 ± 0.0261 0.10822 ± 0.00435 0.11975 ± 0.00208 14.141 ± 0.180 % 90.095 ± 0.224 % 71 2.1653 ± 0.0258 0.10880 ± 0.00432 0.12010 ± 0.00207 14.187 ± 0.179 % 90.080 ± 0.222 % 72 2.1649 ± 0.0256 0.10889 ± 0.00429 0.12028 ± 0.00205 14.182 ± 0.177 % 90.022 ± 0.221 % 73 2.1744 ± 0.0256 0.10905 ± 0.00428 0.12056 ± 0.00203 14.173 ± 0.176 % 89.997 ± 0.220 % 74 2.1885 ± 0.0257 0.10922 ± 0.00425 0.12056 ± 0.00202 14.148 ± 0.174 % 89.968 ± 0.219 % 75 2.1882 ± 0.0256 0.10897 ± 0.00422 0.12006 ± 0.00200 14.100 ± 0.173 % 89.992 ± 0.217 % 76 2.1726 ± 0.0251 0.10838 ± 0.00418 0.11934 ± 0.00198 14.075 ± 0.172 % 90.057 ± 0.215 % 77 2.1638 ± 0.0248 0.10850 ± 0.00416 0.11957 ± 0.00197 14.113 ± 0.171 % 90.074 ± 0.213 % 78 2.1590 ± 0.0245 0.10874 ± 0.00414 0.12033 ± 0.00197 14.195 ± 0.171 % 90.040 ± 0.212 % 79 2.1554 ± 0.0243 0.10925 ± 0.00414 0.12086 ± 0.00197 14.205 ± 0.170 % 90.042 ± 0.211 % 80 2.1520 ± 0.0240 0.11030 ± 0.00412 0.12234 ± 0.00198 14.345 ± 0.169 % 89.956 ± 0.210 % 81 2.1488 ± 0.0238 0.11115 ± 0.00411 0.12310 ± 0.00197 14.396 ± 0.168 % 89.959 ± 0.209 % 82 2.1543 ± 0.0238 0.11224 ± 0.00410 0.12376 ± 0.00196 14.417 ± 0.166 % 89.928 ± 0.208 % 83 2.1511 ± 0.0236 0.11291 ± 0.00408 0.12432 ± 0.00195 14.468 ± 0.165 % 89.936 ± 0.207 % 84 2.1478 ± 0.0234 0.11348 ± 0.00406 0.12476 ± 0.00194 14.495 ± 0.164 % 89.907 ± 0.206 % 85 2.1451 ± 0.0232 0.11503 ± 0.00406 0.12581 ± 0.00195 14.576 ± 0.163 % 89.873 ± 0.205 % 86 2.1490 ± 0.0231 0.11554 ± 0.00405 0.12622 ± 0.00193 14.586 ± 0.162 % 89.840 ± 0.204 % 87 2.1581 ± 0.0231 0.11583 ± 0.00405 0.12818 ± 0.00194 14.670 ± 0.161 % 89.673 ± 0.204 % 88 2.1521 ± 0.0228 0.11648 ± 0.00403 0.12872 ± 0.00194 14.732 ± 0.160 % 89.648 ± 0.203 % 89 2.1550 ± 0.0227 0.11720 ± 0.00402 0.12970 ± 0.00193 14.774 ± 0.159 % 89.584 ± 0.203 % 90 2.1567 ± 0.0226 0.11833 ± 0.00401 0.13035 ± 0.00193 14.816 ± 0.158 % 89.556 ± 0.202 % 91 2.1530 ± 0.0224 0.11865 ± 0.00399 0.13094 ± 0.00192 14.823 ± 0.157 % 89.524 ± 0.201 % 92 2.1513 ± 0.0223 0.11973 ± 0.00398 0.13195 ± 0.00193 14.900 ± 0.157 % 89.480 ± 0.200 % 93 2.1496 ± 0.0221 0.12064 ± 0.00397 0.13265 ± 0.00192 14.948 ± 0.156 % 89.450 ± 0.199 % 94 2.1452 ± 0.0219 0.12142 ± 0.00397 0.13356 ± 0.00192 15.007 ± 0.155 % 89.437 ± 0.199 % 95 2.1489 ± 0.0219 0.12264 ± 0.00396 0.13406 ± 0.00192 15.029 ± 0.154 % 89.416 ± 0.198 % 96 2.1559 ± 0.0219 0.12386 ± 0.00395 0.13504 ± 0.00191 15.054 ± 0.153 % 89.338 ± 0.197 % 97 2.1688 ± 0.0220 0.12419 ± 0.00394 0.13548 ± 0.00190 15.044 ± 0.152 % 89.307 ± 0.196 % 98 2.1691 ± 0.0218 0.12482 ± 0.00393 0.13611 ± 0.00190 15.072 ± 0.151 % 89.256 ± 0.196 % 99 2.1621 ± 0.0216 0.12474 ± 0.00390 0.13599 ± 0.00189 15.076 ± 0.151 % 89.289 ± 0.195 % 100 2.1597 ± 0.0215 0.12477 ± 0.00389 0.13609 ± 0.00188 15.090 ± 0.150 % 89.306 ± 0.194 % 101 2.1591 ± 0.0213 0.12459 ± 0.00386 0.13591 ± 0.00187 15.076 ± 0.149 % 89.284 ± 0.193 % 102 2.1711 ± 0.0214 0.12563 ± 0.00385 0.13671 ± 0.00186 15.107 ± 0.149 % 89.243 ± 0.192 % 103 2.1800 ± 0.0214 0.12719 ± 0.00385 0.13721 ± 0.00186 15.100 ± 0.148 % 89.172 ± 0.192 % 104 2.1997 ± 0.0216 0.12751 ± 0.00383 0.13730 ± 0.00184 15.065 ± 0.147 % 89.125 ± 0.191 % 105 2.2059 ± 0.0216 0.12659 ± 0.00381 0.13694 ± 0.00183 15.028 ± 0.146 % 89.124 ± 0.190 % 106 2.2327 ± 0.0220 0.12624 ± 0.00378 0.13669 ± 0.00182 14.975 ± 0.145 % 89.086 ± 0.190 % 107 2.2560 ± 0.0223 0.12533 ± 0.00376 0.13595 ± 0.00180 14.921 ± 0.144 % 89.093 ± 0.189 % 108 2.2756 ± 0.0226 0.12476 ± 0.00373 0.13549 ± 0.00179 14.884 ± 0.144 % 89.081 ± 0.188 % 109 2.3063 ± 0.0231 0.12428 ± 0.00370 0.13503 ± 0.00177 14.837 ± 0.143 % 89.059 ± 0.187 % 110 2.3341 ± 0.0235 0.12356 ± 0.00368 0.13433 ± 0.00176 14.781 ± 0.142 % 89.041 ± 0.187 % 111 2.3598 ± 0.0238 0.12279 ± 0.00365 0.13394 ± 0.00175 14.741 ± 0.142 % 89.016 ± 0.186 % 112 2.3524 ± 0.0236 0.12270 ± 0.00363 0.13361 ± 0.00173 14.735 ± 0.141 % 89.023 ± 0.185 % 113 2.3560 ± 0.0236 0.12331 ± 0.00363 0.13395 ± 0.00174 14.738 ± 0.141 % 89.016 ± 0.184 % 114 2.3612 ± 0.0236 0.12303 ± 0.00362 0.13404 ± 0.00173 14.737 ± 0.140 % 88.982 ± 0.184 % 115 2.3632 ± 0.0235 0.12323 ± 0.00361 0.13428 ± 0.00173 14.750 ± 0.139 % 88.962 ± 0.183 % 116 2.3718 ± 0.0235 0.12292 ± 0.00359 0.13435 ± 0.00171 14.738 ± 0.138 % 88.938 ± 0.182 % 117 2.3734 ± 0.0234 0.12316 ± 0.00357 0.13422 ± 0.00170 14.734 ± 0.137 % 88.959 ± 0.181 % 118 2.3741 ± 0.0234 0.12291 ± 0.00356 0.13393 ± 0.00169 14.702 ± 0.137 % 88.983 ± 0.181 % 119 2.3700 ± 0.0232 0.12261 ± 0.00354 0.13363 ± 0.00169 14.672 ± 0.136 % 88.997 ± 0.180 % 120 2.3670 ± 0.0231 0.12199 ± 0.00352 0.13325 ± 0.00167 14.651 ± 0.135 % 88.997 ± 0.179 % 121 2.3709 ± 0.0230 0.12217 ± 0.00350 0.13325 ± 0.00166 14.648 ± 0.135 % 88.974 ± 0.178 % 122 2.3668 ± 0.0228 0.12195 ± 0.00348 0.13274 ± 0.00165 14.625 ± 0.134 % 89.020 ± 0.177 % 123 2.3652 ± 0.0227 0.12159 ± 0.00347 0.13269 ± 0.00164 14.605 ± 0.133 % 89.026 ± 0.176 % 124 2.3614 ± 0.0225 0.12179 ± 0.00345 0.13265 ± 0.00164 14.602 ± 0.133 % 89.013 ± 0.176 % 125 2.3578 ± 0.0224 0.12197 ± 0.00344 0.13278 ± 0.00163 14.625 ± 0.132 % 88.985 ± 0.175 % 126 2.3556 ± 0.0223 0.12149 ± 0.00342 0.13258 ± 0.00162 14.603 ± 0.131 % 88.995 ± 0.175 % 127 2.3564 ± 0.0222 0.12169 ± 0.00341 0.13283 ± 0.00161 14.615 ± 0.131 % 88.961 ± 0.174 % 128 2.3541 ± 0.0221 0.12145 ± 0.00339 0.13261 ± 0.00160 14.602 ± 0.130 % 88.989 ± 0.173 % 129 2.3582 ± 0.0220 0.12174 ± 0.00338 0.13305 ± 0.00160 14.622 ± 0.130 % 88.928 ± 0.173 % 130 2.3603 ± 0.0220 0.12232 ± 0.00338 0.13341 ± 0.00160 14.647 ± 0.129 % 88.905 ± 0.173 % 131 2.3613 ± 0.0219 0.12258 ± 0.00337 0.13346 ± 0.00159 14.654 ± 0.129 % 88.879 ± 0.172 % 132 2.3621 ± 0.0218 0.12225 ± 0.00335 0.13318 ± 0.00158 14.634 ± 0.128 % 88.883 ± 0.171 % 133 2.3720 ± 0.0219 0.12161 ± 0.00333 0.13265 ± 0.00157 14.593 ± 0.128 % 88.875 ± 0.171 % 134 2.3774 ± 0.0219 0.12137 ± 0.00332 0.13241 ± 0.00156 14.564 ± 0.127 % 88.873 ± 0.170 % 135 2.3766 ± 0.0218 0.12211 ± 0.00331 0.13249 ± 0.00155 14.560 ± 0.126 % 88.880 ± 0.169 % 136 2.3744 ± 0.0217 0.12276 ± 0.00330 0.13291 ± 0.00155 14.596 ± 0.126 % 88.887 ± 0.169 % 137 2.3710 ± 0.0215 0.12265 ± 0.00329 0.13305 ± 0.00155 14.616 ± 0.126 % 88.905 ± 0.168 % 138 2.3679 ± 0.0214 0.12289 ± 0.00327 0.13305 ± 0.00154 14.620 ± 0.125 % 88.909 ± 0.167 % 139 2.3661 ± 0.0213 0.12288 ± 0.00327 0.13325 ± 0.00154 14.632 ± 0.125 % 88.887 ± 0.167 % 140 2.3637 ± 0.0212 0.12241 ± 0.00325 0.13293 ± 0.00153 14.615 ± 0.124 % 88.910 ± 0.166 % 141 2.3635 ± 0.0211 0.12226 ± 0.00323 0.13254 ± 0.00152 14.585 ± 0.123 % 88.911 ± 0.166 % 142 2.3614 ± 0.0210 0.12149 ± 0.00321 0.13199 ± 0.00151 14.555 ± 0.123 % 88.940 ± 0.165 % 143 2.3623 ± 0.0209 0.12086 ± 0.00319 0.13152 ± 0.00150 14.526 ± 0.123 % 88.962 ± 0.164 % 144 2.3618 ± 0.0208 0.12033 ± 0.00318 0.13094 ± 0.00149 14.491 ± 0.122 % 88.990 ± 0.163 % 145 2.3536 ± 0.0206 0.11963 ± 0.00316 0.13051 ± 0.00148 14.480 ± 0.122 % 89.014 ± 0.163 % 146 2.3478 ± 0.0204 0.11940 ± 0.00314 0.13038 ± 0.00147 14.484 ± 0.121 % 89.025 ± 0.162 % 147 2.3440 ± 0.0203 0.11897 ± 0.00313 0.13021 ± 0.00147 14.483 ± 0.120 % 89.044 ± 0.161 % 148 2.3390 ± 0.0202 0.11873 ± 0.00312 0.12992 ± 0.00146 14.477 ± 0.120 % 89.075 ± 0.161 % 149 2.3385 ± 0.0201 0.11933 ± 0.00311 0.13011 ± 0.00146 14.502 ± 0.120 % 89.075 ± 0.160 % 150 2.3324 ± 0.0199 0.11900 ± 0.00310 0.12979 ± 0.00145 14.493 ± 0.119 % 89.106 ± 0.159 % 151 2.3267 ± 0.0198 0.11919 ± 0.00309 0.12972 ± 0.00144 14.497 ± 0.119 % 89.134 ± 0.159 % 152 2.3226 ± 0.0197 0.11867 ± 0.00307 0.12956 ± 0.00144 14.492 ± 0.118 % 89.136 ± 0.158 % 153 2.3185 ± 0.0195 0.11836 ± 0.00306 0.12941 ± 0.00143 14.490 ± 0.118 % 89.150 ± 0.157 % 154 2.3156 ± 0.0194 0.11773 ± 0.00305 0.12954 ± 0.00143 14.495 ± 0.118 % 89.142 ± 0.157 % 155 2.3150 ± 0.0193 0.11799 ± 0.00304 0.12975 ± 0.00143 14.514 ± 0.117 % 89.116 ± 0.157 % 156 2.3130 ± 0.0192 0.11816 ± 0.00304 0.12976 ± 0.00142 14.521 ± 0.117 % 89.118 ± 0.156 % 157 2.3116 ± 0.0192 0.11770 ± 0.00303 0.12984 ± 0.00142 14.533 ± 0.116 % 89.120 ± 0.156 % 158 2.3110 ± 0.0191 0.11781 ± 0.00302 0.12981 ± 0.00141 14.524 ± 0.116 % 89.131 ± 0.155 % 159 2.3095 ± 0.0190 0.11729 ± 0.00301 0.12954 ± 0.00140 14.499 ± 0.116 % 89.145 ± 0.154 % 160 2.3072 ± 0.0189 0.11721 ± 0.00300 0.12960 ± 0.00140 14.506 ± 0.115 % 89.145 ± 0.154 % 161 2.3176 ± 0.0190 0.11708 ± 0.00299 0.12938 ± 0.00139 14.484 ± 0.115 % 89.129 ± 0.154 % 162 2.3286 ± 0.0191 0.11680 ± 0.00298 0.12920 ± 0.00138 14.461 ± 0.114 % 89.121 ± 0.153 % 163 2.3325 ± 0.0191 0.11685 ± 0.00297 0.12938 ± 0.00138 14.464 ± 0.114 % 89.121 ± 0.153 % 164 2.3389 ± 0.0191 0.11699 ± 0.00297 0.13004 ± 0.00138 14.486 ± 0.114 % 89.060 ± 0.153 % 165 2.3472 ± 0.0192 0.11763 ± 0.00297 0.13043 ± 0.00138 14.487 ± 0.113 % 88.993 ± 0.153 % 166 2.3575 ± 0.0192 0.11737 ± 0.00296 0.13064 ± 0.00137 14.476 ± 0.113 % 88.956 ± 0.152 % 167 2.3609 ± 0.0192 0.11763 ± 0.00295 0.13111 ± 0.00137 14.498 ± 0.113 % 88.914 ± 0.152 % 168 2.3760 ± 0.0194 0.11774 ± 0.00295 0.13105 ± 0.00136 14.477 ± 0.112 % 88.877 ± 0.152 % 169 2.3858 ± 0.0195 0.11823 ± 0.00294 0.13157 ± 0.00136 14.476 ± 0.112 % 88.820 ± 0.152 % 170 2.4001 ± 0.0196 0.11862 ± 0.00295 0.13209 ± 0.00136 14.470 ± 0.111 % 88.768 ± 0.152 % 171 2.4077 ± 0.0196 0.11846 ± 0.00294 0.13236 ± 0.00135 14.476 ± 0.111 % 88.726 ± 0.151 % 172 2.4042 ± 0.0195 0.11835 ± 0.00293 0.13242 ± 0.00135 14.473 ± 0.110 % 88.725 ± 0.151 % 173 2.3985 ± 0.0194 0.11888 ± 0.00292 0.13252 ± 0.00135 14.499 ± 0.110 % 88.734 ± 0.151 % 174 2.4043 ± 0.0194 0.11960 ± 0.00292 0.13304 ± 0.00135 14.505 ± 0.110 % 88.713 ± 0.150 % 175 2.4079 ± 0.0194 0.11991 ± 0.00292 0.13311 ± 0.00135 14.502 ± 0.110 % 88.715 ± 0.150 % 176 2.4095 ± 0.0194 0.11985 ± 0.00292 0.13327 ± 0.00135 14.512 ± 0.109 % 88.699 ± 0.149 % 177 2.4099 ± 0.0194 0.11980 ± 0.00291 0.13349 ± 0.00134 14.517 ± 0.109 % 88.696 ± 0.149 % 178 2.4102 ± 0.0193 0.11990 ± 0.00290 0.13378 ± 0.00134 14.532 ± 0.109 % 88.700 ± 0.149 % 179 2.4126 ± 0.0193 0.12011 ± 0.00290 0.13430 ± 0.00134 14.542 ± 0.109 % 88.680 ± 0.148 % 180 2.4152 ± 0.0193 0.12014 ± 0.00289 0.13422 ± 0.00134 14.532 ± 0.108 % 88.691 ± 0.148 % 181 2.4275 ± 0.0193 0.11969 ± 0.00288 0.13391 ± 0.00133 14.500 ± 0.108 % 88.675 ± 0.148 % 182 2.4395 ± 0.0194 0.11936 ± 0.00287 0.13367 ± 0.00133 14.471 ± 0.107 % 88.664 ± 0.147 % 183 2.4528 ± 0.0196 0.11896 ± 0.00286 0.13339 ± 0.00132 14.449 ± 0.107 % 88.672 ± 0.147 % 184 2.4666 ± 0.0197 0.11839 ± 0.00285 0.13308 ± 0.00131 14.419 ± 0.107 % 88.662 ± 0.146 % 185 2.4759 ± 0.0198 0.11781 ± 0.00284 0.13269 ± 0.00131 14.391 ± 0.106 % 88.674 ± 0.146 % 186 2.4902 ± 0.0199 0.11742 ± 0.00282 0.13234 ± 0.00130 14.359 ± 0.106 % 88.680 ± 0.145 % 187 2.5057 ± 0.0201 0.11681 ± 0.00281 0.13198 ± 0.00129 14.331 ± 0.106 % 88.669 ± 0.145 % 188 2.5188 ± 0.0202 0.11607 ± 0.00280 0.13160 ± 0.00129 14.298 ± 0.106 % 88.667 ± 0.145 % 189 2.5252 ± 0.0202 0.11589 ± 0.00279 0.13130 ± 0.00128 14.276 ± 0.105 % 88.671 ± 0.144 % 190 2.5249 ± 0.0201 0.11558 ± 0.00278 0.13100 ± 0.00127 14.258 ± 0.105 % 88.683 ± 0.144 % 191 2.5277 ± 0.0201 0.11543 ± 0.00277 0.13095 ± 0.00127 14.250 ± 0.105 % 88.673 ± 0.144 % 192 2.5306 ± 0.0201 0.11517 ± 0.00276 0.13070 ± 0.00126 14.233 ± 0.104 % 88.672 ± 0.143 % 193 2.5301 ± 0.0200 0.11530 ± 0.00275 0.13065 ± 0.00126 14.223 ± 0.104 % 88.666 ± 0.143 % 194 2.5339 ± 0.0200 0.11548 ± 0.00275 0.13097 ± 0.00126 14.245 ± 0.104 % 88.625 ± 0.143 % 195 2.5337 ± 0.0200 0.11551 ± 0.00275 0.13096 ± 0.00126 14.243 ± 0.103 % 88.627 ± 0.142 % 196 2.5389 ± 0.0200 0.11536 ± 0.00274 0.13083 ± 0.00125 14.228 ± 0.103 % 88.613 ± 0.142 % 197 2.5448 ± 0.0200 0.11526 ± 0.00273 0.13064 ± 0.00124 14.212 ± 0.103 % 88.600 ± 0.142 % 198 2.5474 ± 0.0200 0.11512 ± 0.00272 0.13042 ± 0.00124 14.194 ± 0.102 % 88.598 ± 0.141 % 199 2.5470 ± 0.0199 0.11509 ± 0.00271 0.13054 ± 0.00124 14.198 ± 0.102 % 88.598 ± 0.141 % 200 2.5455 ± 0.0198 0.11465 ± 0.00270 0.13012 ± 0.00123 14.172 ± 0.102 % 88.610 ± 0.141 % 201 2.5561 ± 0.0199 0.11421 ± 0.00269 0.12993 ± 0.00123 14.155 ± 0.102 % 88.606 ± 0.140 % 202 2.5495 ± 0.0198 0.11408 ± 0.00268 0.12973 ± 0.00122 14.152 ± 0.101 % 88.635 ± 0.140 % 203 2.5491 ± 0.0197 0.11379 ± 0.00267 0.12960 ± 0.00122 14.144 ± 0.101 % 88.639 ± 0.139 % 204 2.5493 ± 0.0197 0.11378 ± 0.00267 0.12955 ± 0.00121 14.140 ± 0.101 % 88.618 ± 0.139 % 205 2.5511 ± 0.0197 0.11398 ± 0.00266 0.12964 ± 0.00121 14.139 ± 0.100 % 88.616 ± 0.139 % 206 2.5513 ± 0.0196 0.11373 ± 0.00265 0.12946 ± 0.00121 14.126 ± 0.100 % 88.612 ± 0.139 % 207 2.5528 ± 0.0196 0.11407 ± 0.00265 0.12965 ± 0.00121 14.130 ± 0.100 % 88.616 ± 0.138 % 208 2.5560 ± 0.0196 0.11411 ± 0.00265 0.12975 ± 0.00120 14.131 ± 0.099 % 88.601 ± 0.138 % 209 2.5577 ± 0.0195 0.11364 ± 0.00264 0.12993 ± 0.00120 14.124 ± 0.099 % 88.571 ± 0.138 % 210 2.5562 ± 0.0195 0.11349 ± 0.00263 0.12984 ± 0.00120 14.113 ± 0.099 % 88.570 ± 0.137 % 211 2.5525 ± 0.0194 0.11321 ± 0.00262 0.12957 ± 0.00119 14.099 ± 0.099 % 88.579 ± 0.137 % 212 2.5526 ± 0.0193 0.11331 ± 0.00262 0.12968 ± 0.00119 14.106 ± 0.098 % 88.565 ± 0.137 % 213 2.5527 ± 0.0193 0.11336 ± 0.00261 0.12978 ± 0.00119 14.106 ± 0.098 % 88.565 ± 0.137 % 214 2.5513 ± 0.0192 0.11335 ± 0.00261 0.12986 ± 0.00118 14.108 ± 0.098 % 88.569 ± 0.136 % 215 2.5471 ± 0.0191 0.11327 ± 0.00260 0.12980 ± 0.00118 14.109 ± 0.098 % 88.575 ± 0.136 % 216 2.5465 ± 0.0191 0.11319 ± 0.00259 0.12959 ± 0.00117 14.091 ± 0.097 % 88.580 ± 0.136 % 217 2.5416 ± 0.0190 0.11319 ± 0.00258 0.12958 ± 0.00117 14.101 ± 0.097 % 88.582 ± 0.135 % 218 2.5387 ± 0.0189 0.11288 ± 0.00257 0.12935 ± 0.00117 14.091 ± 0.097 % 88.581 ± 0.135 % 219 2.5389 ± 0.0188 0.11269 ± 0.00257 0.12914 ± 0.00116 14.079 ± 0.097 % 88.595 ± 0.135 % 220 2.5373 ± 0.0188 0.11240 ± 0.00256 0.12902 ± 0.00116 14.076 ± 0.096 % 88.586 ± 0.134 % 221 2.5375 ± 0.0187 0.11225 ± 0.00255 0.12887 ± 0.00116 14.058 ± 0.096 % 88.585 ± 0.134 % 222 2.5329 ± 0.0186 0.11215 ± 0.00254 0.12867 ± 0.00115 14.048 ± 0.096 % 88.597 ± 0.134 % 223 2.5312 ± 0.0186 0.11213 ± 0.00254 0.12877 ± 0.00115 14.058 ± 0.096 % 88.589 ± 0.133 % 224 2.5354 ± 0.0186 0.11240 ± 0.00253 0.12870 ± 0.00115 14.047 ± 0.096 % 88.563 ± 0.133 % 225 2.5353 ± 0.0185 0.11221 ± 0.00252 0.12854 ± 0.00114 14.035 ± 0.095 % 88.568 ± 0.133 % 226 2.5311 ± 0.0184 0.11209 ± 0.00252 0.12843 ± 0.00114 14.028 ± 0.095 % 88.588 ± 0.132 % 227 2.5328 ± 0.0184 0.11199 ± 0.00251 0.12824 ± 0.00114 14.014 ± 0.095 % 88.608 ± 0.132 % 228 2.5344 ± 0.0184 0.11169 ± 0.00250 0.12820 ± 0.00113 14.008 ± 0.095 % 88.610 ± 0.132 % 229 2.5360 ± 0.0184 0.11158 ± 0.00250 0.12809 ± 0.00113 13.997 ± 0.094 % 88.605 ± 0.131 % 230 2.5428 ± 0.0184 0.11117 ± 0.00249 0.12790 ± 0.00113 13.984 ± 0.094 % 88.609 ± 0.131 % 231 2.5495 ± 0.0185 0.11093 ± 0.00248 0.12757 ± 0.00112 13.960 ± 0.094 % 88.621 ± 0.131 % 232 2.5469 ± 0.0184 0.11056 ± 0.00247 0.12738 ± 0.00112 13.952 ± 0.094 % 88.646 ± 0.130 % 233 2.5454 ± 0.0183 0.11089 ± 0.00247 0.12745 ± 0.00112 13.950 ± 0.093 % 88.658 ± 0.130 % 234 2.5449 ± 0.0183 0.11078 ± 0.00247 0.12760 ± 0.00111 13.957 ± 0.093 % 88.644 ± 0.130 % 235 2.5463 ± 0.0183 0.11114 ± 0.00247 0.12793 ± 0.00111 13.974 ± 0.093 % 88.622 ± 0.130 % 236 2.5490 ± 0.0182 0.11111 ± 0.00246 0.12821 ± 0.00111 13.988 ± 0.093 % 88.594 ± 0.130 % 237 2.5532 ± 0.0182 0.11086 ± 0.00246 0.12846 ± 0.00111 13.988 ± 0.093 % 88.573 ± 0.129 % 238 2.5580 ± 0.0183 0.11104 ± 0.00246 0.12866 ± 0.00111 13.985 ± 0.092 % 88.553 ± 0.129 % 239 2.5659 ± 0.0183 0.11096 ± 0.00245 0.12859 ± 0.00110 13.975 ± 0.092 % 88.549 ± 0.129 % 240 2.5719 ± 0.0183 0.11088 ± 0.00245 0.12863 ± 0.00110 13.971 ± 0.092 % 88.520 ± 0.129 % 241 2.5790 ± 0.0184 0.11051 ± 0.00244 0.12859 ± 0.00110 13.961 ± 0.092 % 88.491 ± 0.129 % 242 2.5864 ± 0.0184 0.11046 ± 0.00244 0.12866 ± 0.00109 13.954 ± 0.091 % 88.480 ± 0.129 % 243 2.5928 ± 0.0184 0.11034 ± 0.00243 0.12871 ± 0.00109 13.947 ± 0.091 % 88.455 ± 0.128 % 244 2.5980 ± 0.0185 0.11024 ± 0.00243 0.12869 ± 0.00109 13.939 ± 0.091 % 88.451 ± 0.128 % 245 2.6079 ± 0.0185 0.11013 ± 0.00242 0.12864 ± 0.00108 13.927 ± 0.091 % 88.431 ± 0.128 % 246 2.6127 ± 0.0185 0.10990 ± 0.00242 0.12857 ± 0.00108 13.918 ± 0.090 % 88.438 ± 0.128 % 247 2.6124 ± 0.0185 0.10983 ± 0.00241 0.12840 ± 0.00108 13.907 ± 0.090 % 88.442 ± 0.127 % 248 2.6100 ± 0.0184 0.10965 ± 0.00241 0.12816 ± 0.00107 13.894 ± 0.090 % 88.461 ± 0.127 % 249 2.6102 ± 0.0184 0.10976 ± 0.00240 0.12814 ± 0.00107 13.901 ± 0.090 % 88.457 ± 0.127 % 250 2.6067 ± 0.0183 0.10970 ± 0.00240 0.12788 ± 0.00107 13.890 ± 0.090 % 88.480 ± 0.126 % 251 2.6048 ± 0.0183 0.10952 ± 0.00239 0.12789 ± 0.00107 13.894 ± 0.089 % 88.476 ± 0.126 % 252 2.6085 ± 0.0183 0.10938 ± 0.00239 0.12786 ± 0.00106 13.888 ± 0.089 % 88.467 ± 0.126 % 253 2.6141 ± 0.0183 0.10930 ± 0.00238 0.12767 ± 0.00106 13.868 ± 0.089 % 88.471 ± 0.126 % 254 2.6216 ± 0.0184 0.10939 ± 0.00238 0.12751 ± 0.00106 13.852 ± 0.089 % 88.464 ± 0.126 % 255 2.6241 ± 0.0183 0.10939 ± 0.00237 0.12745 ± 0.00105 13.845 ± 0.089 % 88.463 ± 0.125 % 256 2.6254 ± 0.0183 0.10934 ± 0.00237 0.12751 ± 0.00105 13.852 ± 0.088 % 88.459 ± 0.125 % 257 2.6272 ± 0.0183 0.10923 ± 0.00236 0.12751 ± 0.00105 13.848 ± 0.088 % 88.450 ± 0.125 % 258 2.6269 ± 0.0183 0.10900 ± 0.00236 0.12752 ± 0.00105 13.852 ± 0.088 % 88.445 ± 0.125 % 259 2.6263 ± 0.0182 0.10910 ± 0.00235 0.12758 ± 0.00105 13.851 ± 0.088 % 88.441 ± 0.124 % 260 2.6269 ± 0.0182 0.10899 ± 0.00235 0.12758 ± 0.00104 13.846 ± 0.088 % 88.442 ± 0.124 % 261 2.6271 ± 0.0182 0.10900 ± 0.00234 0.12759 ± 0.00104 13.841 ± 0.087 % 88.437 ± 0.124 % 262 2.6259 ± 0.0181 0.10861 ± 0.00234 0.12744 ± 0.00104 13.828 ± 0.087 % 88.455 ± 0.124 % 263 2.6273 ± 0.0181 0.10885 ± 0.00233 0.12747 ± 0.00104 13.824 ± 0.087 % 88.443 ± 0.123 % 264 2.6254 ± 0.0180 0.10867 ± 0.00233 0.12755 ± 0.00103 13.833 ± 0.087 % 88.434 ± 0.123 % 265 2.6253 ± 0.0180 0.10869 ± 0.00232 0.12742 ± 0.00103 13.826 ± 0.087 % 88.431 ± 0.123 % 266 2.6268 ± 0.0180 0.10876 ± 0.00232 0.12759 ± 0.00103 13.838 ± 0.087 % 88.420 ± 0.123 % 267 2.6279 ± 0.0180 0.10849 ± 0.00232 0.12763 ± 0.00103 13.834 ± 0.086 % 88.410 ± 0.123 % 268 2.6300 ± 0.0179 0.10844 ± 0.00232 0.12765 ± 0.00102 13.837 ± 0.086 % 88.404 ± 0.122 % 269 2.6322 ± 0.0179 0.10824 ± 0.00231 0.12752 ± 0.00102 13.826 ± 0.086 % 88.410 ± 0.122 % 270 2.6306 ± 0.0179 0.10804 ± 0.00231 0.12742 ± 0.00102 13.816 ± 0.086 % 88.414 ± 0.122 % 271 2.6325 ± 0.0179 0.10771 ± 0.00230 0.12727 ± 0.00102 13.803 ± 0.086 % 88.423 ± 0.122 % 272 2.6293 ± 0.0178 0.10734 ± 0.00229 0.12701 ± 0.00101 13.789 ± 0.085 % 88.433 ± 0.121 % 273 2.6281 ± 0.0178 0.10751 ± 0.00229 0.12702 ± 0.00101 13.795 ± 0.085 % 88.435 ± 0.121 % 274 2.6248 ± 0.0177 0.10746 ± 0.00229 0.12723 ± 0.00101 13.805 ± 0.085 % 88.424 ± 0.121 % 275 2.6248 ± 0.0177 0.10730 ± 0.00228 0.12722 ± 0.00101 13.800 ± 0.085 % 88.422 ± 0.121 % 276 2.6199 ± 0.0176 0.10733 ± 0.00228 0.12725 ± 0.00101 13.809 ± 0.085 % 88.436 ± 0.121 % 277 2.6219 ± 0.0176 0.10692 ± 0.00227 0.12714 ± 0.00101 13.795 ± 0.085 % 88.433 ± 0.120 % 278 2.6305 ± 0.0177 0.10697 ± 0.00227 0.12699 ± 0.00100 13.779 ± 0.084 % 88.430 ± 0.120 % 279 2.6382 ± 0.0177 0.10668 ± 0.00226 0.12676 ± 0.00100 13.761 ± 0.084 % 88.436 ± 0.120 % 280 2.6447 ± 0.0178 0.10642 ± 0.00226 0.12656 ± 0.00100 13.743 ± 0.084 % 88.448 ± 0.120 % 281 2.6480 ± 0.0178 0.10634 ± 0.00225 0.12646 ± 0.00099 13.735 ± 0.084 % 88.442 ± 0.119 % 282 2.6494 ± 0.0177 0.10638 ± 0.00225 0.12644 ± 0.00099 13.735 ± 0.084 % 88.447 ± 0.119 % 283 2.6542 ± 0.0177 0.10644 ± 0.00224 0.12645 ± 0.00099 13.732 ± 0.084 % 88.438 ± 0.119 % 284 2.6582 ± 0.0177 0.10634 ± 0.00224 0.12630 ± 0.00099 13.720 ± 0.084 % 88.442 ± 0.119 % 285 2.6676 ± 0.0178 0.10622 ± 0.00223 0.12623 ± 0.00098 13.705 ± 0.083 % 88.433 ± 0.119 % 286 2.6672 ± 0.0178 0.10602 ± 0.00223 0.12605 ± 0.00098 13.697 ± 0.083 % 88.451 ± 0.118 % 287 2.6693 ± 0.0178 0.10558 ± 0.00222 0.12593 ± 0.00098 13.682 ± 0.083 % 88.438 ± 0.118 % 288 2.6748 ± 0.0178 0.10546 ± 0.00222 0.12579 ± 0.00098 13.668 ± 0.083 % 88.437 ± 0.118 % 289 2.6756 ± 0.0178 0.10511 ± 0.00221 0.12566 ± 0.00097 13.658 ± 0.083 % 88.437 ± 0.118 % 290 2.6733 ± 0.0177 0.10507 ± 0.00221 0.12565 ± 0.00097 13.666 ± 0.083 % 88.439 ± 0.118 % 291 2.6741 ± 0.0177 0.10499 ± 0.00221 0.12580 ± 0.00097 13.669 ± 0.082 % 88.429 ± 0.117 % 292 2.6830 ± 0.0177 0.10490 ± 0.00221 0.12578 ± 0.00097 13.658 ± 0.082 % 88.411 ± 0.117 % 293 2.6863 ± 0.0177 0.10487 ± 0.00220 0.12585 ± 0.00097 13.654 ± 0.082 % 88.397 ± 0.117 % 294 2.6882 ± 0.0177 0.10471 ± 0.00220 0.12593 ± 0.00097 13.654 ± 0.082 % 88.381 ± 0.117 % 295 2.6906 ± 0.0177 0.10470 ± 0.00219 0.12597 ± 0.00096 13.651 ± 0.082 % 88.375 ± 0.117 % 296 2.6936 ± 0.0177 0.10456 ± 0.00219 0.12609 ± 0.00096 13.651 ± 0.082 % 88.362 ± 0.117 % 297 2.6940 ± 0.0177 0.10450 ± 0.00219 0.12599 ± 0.00096 13.644 ± 0.081 % 88.366 ± 0.117 % 298 2.6966 ± 0.0177 0.10450 ± 0.00218 0.12601 ± 0.00096 13.639 ± 0.081 % 88.352 ± 0.116 % 299 2.6976 ± 0.0177 0.10452 ± 0.00218 0.12613 ± 0.00096 13.637 ± 0.081 % 88.340 ± 0.116 % 300 2.6987 ± 0.0176 0.10455 ± 0.00218 0.12624 ± 0.00095 13.641 ± 0.081 % 88.320 ± 0.116 % 301 2.7011 ± 0.0176 0.10464 ± 0.00218 0.12621 ± 0.00095 13.635 ± 0.081 % 88.312 ± 0.116 % 302 2.7035 ± 0.0176 0.10490 ± 0.00217 0.12615 ± 0.00095 13.632 ± 0.081 % 88.317 ± 0.116 % 303 2.7042 ± 0.0176 0.10493 ± 0.00217 0.12610 ± 0.00095 13.626 ± 0.080 % 88.314 ± 0.116 % 304 2.7047 ± 0.0176 0.10510 ± 0.00216 0.12607 ± 0.00095 13.620 ± 0.080 % 88.311 ± 0.115 % 305 2.7133 ± 0.0177 0.10500 ± 0.00216 0.12603 ± 0.00094 13.610 ± 0.080 % 88.297 ± 0.115 % 306 2.7176 ± 0.0177 0.10509 ± 0.00215 0.12590 ± 0.00094 13.600 ± 0.080 % 88.296 ± 0.115 % 307 2.7264 ± 0.0177 0.10487 ± 0.00215 0.12566 ± 0.00094 13.582 ± 0.080 % 88.307 ± 0.115 % 308 2.7206 ± 0.0176 0.10490 ± 0.00214 0.12549 ± 0.00094 13.581 ± 0.080 % 88.324 ± 0.115 % 309 2.7175 ± 0.0176 0.10480 ± 0.00214 0.12559 ± 0.00094 13.589 ± 0.080 % 88.319 ± 0.114 % 310 2.7126 ± 0.0175 0.10495 ± 0.00214 0.12550 ± 0.00093 13.590 ± 0.079 % 88.339 ± 0.114 % 311 2.7125 ± 0.0175 0.10517 ± 0.00214 0.12562 ± 0.00093 13.594 ± 0.079 % 88.337 ± 0.114 % 312 2.7097 ± 0.0174 0.10528 ± 0.00213 0.12579 ± 0.00093 13.612 ± 0.079 % 88.325 ± 0.114 % 313 2.7073 ± 0.0174 0.10531 ± 0.00213 0.12586 ± 0.00093 13.621 ± 0.079 % 88.331 ± 0.114 % 314 2.7047 ± 0.0173 0.10512 ± 0.00212 0.12587 ± 0.00093 13.619 ± 0.079 % 88.335 ± 0.113 % 315 2.7045 ± 0.0173 0.10520 ± 0.00212 0.12584 ± 0.00093 13.617 ± 0.079 % 88.337 ± 0.113 % 316 2.7041 ± 0.0173 0.10507 ± 0.00212 0.12585 ± 0.00093 13.610 ± 0.079 % 88.333 ± 0.113 % 317 2.7011 ± 0.0172 0.10492 ± 0.00211 0.12585 ± 0.00092 13.612 ± 0.079 % 88.333 ± 0.113 % 318 2.6989 ± 0.0171 0.10497 ± 0.00211 0.12586 ± 0.00092 13.611 ± 0.078 % 88.341 ± 0.113 % 319 2.6972 ± 0.0171 0.10476 ± 0.00211 0.12582 ± 0.00092 13.606 ± 0.078 % 88.355 ± 0.112 % 320 2.6976 ± 0.0171 0.10483 ± 0.00210 0.12602 ± 0.00092 13.617 ± 0.078 % 88.347 ± 0.112 % 321 2.6943 ± 0.0170 0.10483 ± 0.00210 0.12600 ± 0.00092 13.618 ± 0.078 % 88.339 ± 0.112 % 322 2.6943 ± 0.0170 0.10466 ± 0.00210 0.12591 ± 0.00092 13.607 ± 0.078 % 88.344 ± 0.112 % 323 2.6951 ± 0.0170 0.10460 ± 0.00209 0.12598 ± 0.00091 13.607 ± 0.078 % 88.332 ± 0.112 % 324 2.6920 ± 0.0169 0.10457 ± 0.00209 0.12602 ± 0.00091 13.614 ± 0.078 % 88.335 ± 0.112 % 325 2.6903 ± 0.0169 0.10471 ± 0.00209 0.12609 ± 0.00091 13.617 ± 0.078 % 88.339 ± 0.111 % 326 2.6866 ± 0.0168 0.10475 ± 0.00208 0.12613 ± 0.00091 13.619 ± 0.078 % 88.353 ± 0.111 % 327 2.6831 ± 0.0168 0.10455 ± 0.00208 0.12597 ± 0.00091 13.612 ± 0.077 % 88.376 ± 0.111 % 328 2.6834 ± 0.0168 0.10429 ± 0.00207 0.12579 ± 0.00091 13.597 ± 0.077 % 88.392 ± 0.111 % 329 2.6833 ± 0.0167 0.10431 ± 0.00207 0.12579 ± 0.00091 13.598 ± 0.077 % 88.407 ± 0.111 % 330 2.6869 ± 0.0167 0.10422 ± 0.00207 0.12574 ± 0.00090 13.591 ± 0.077 % 88.398 ± 0.110 % 331 2.6880 ± 0.0167 0.10423 ± 0.00207 0.12580 ± 0.00090 13.592 ± 0.077 % 88.389 ± 0.110 % 332 2.6912 ± 0.0167 0.10402 ± 0.00206 0.12574 ± 0.00090 13.587 ± 0.077 % 88.395 ± 0.110 % 333 2.6902 ± 0.0167 0.10392 ± 0.00206 0.12580 ± 0.00090 13.591 ± 0.077 % 88.394 ± 0.110 % 334 2.6898 ± 0.0167 0.10382 ± 0.00206 0.12581 ± 0.00090 13.590 ± 0.076 % 88.370 ± 0.110 % 335 2.6903 ± 0.0166 0.10383 ± 0.00205 0.12571 ± 0.00090 13.584 ± 0.076 % 88.366 ± 0.110 % 336 2.6907 ± 0.0166 0.10384 ± 0.00205 0.12566 ± 0.00090 13.580 ± 0.076 % 88.365 ± 0.110 % 337 2.6921 ± 0.0166 0.10382 ± 0.00204 0.12563 ± 0.00089 13.575 ± 0.076 % 88.360 ± 0.109 % 338 2.6929 ± 0.0166 0.10388 ± 0.00204 0.12563 ± 0.00089 13.574 ± 0.076 % 88.355 ± 0.109 % 339 2.6940 ± 0.0165 0.10374 ± 0.00204 0.12555 ± 0.00089 13.568 ± 0.076 % 88.357 ± 0.109 % 340 2.6967 ± 0.0165 0.10370 ± 0.00203 0.12558 ± 0.00089 13.566 ± 0.076 % 88.343 ± 0.109 % 341 2.7010 ± 0.0166 0.10380 ± 0.00203 0.12556 ± 0.00089 13.560 ± 0.075 % 88.320 ± 0.109 % 342 2.7061 ± 0.0166 0.10367 ± 0.00203 0.12555 ± 0.00088 13.550 ± 0.075 % 88.303 ± 0.109 % 343 2.7117 ± 0.0166 0.10352 ± 0.00202 0.12556 ± 0.00088 13.545 ± 0.075 % 88.311 ± 0.109 % 344 2.7149 ± 0.0166 0.10354 ± 0.00202 0.12551 ± 0.00088 13.541 ± 0.075 % 88.300 ± 0.109 % 345 2.7134 ± 0.0166 0.10349 ± 0.00202 0.12564 ± 0.00088 13.552 ± 0.075 % 88.301 ± 0.108 % 346 2.7103 ± 0.0165 0.10349 ± 0.00202 0.12564 ± 0.00088 13.559 ± 0.075 % 88.309 ± 0.108 % 347 2.7119 ± 0.0165 0.10372 ± 0.00202 0.12575 ± 0.00088 13.567 ± 0.075 % 88.299 ± 0.108 % 348 2.7113 ± 0.0165 0.10391 ± 0.00201 0.12571 ± 0.00088 13.564 ± 0.075 % 88.301 ± 0.108 % 349 2.7086 ± 0.0164 0.10405 ± 0.00201 0.12586 ± 0.00088 13.578 ± 0.075 % 88.295 ± 0.108 % 350 2.7071 ± 0.0164 0.10382 ± 0.00201 0.12596 ± 0.00087 13.578 ± 0.074 % 88.296 ± 0.108 % 351 2.7087 ± 0.0164 0.10384 ± 0.00201 0.12602 ± 0.00087 13.577 ± 0.074 % 88.292 ± 0.107 % 352 2.7091 ± 0.0164 0.10427 ± 0.00201 0.12645 ± 0.00088 13.592 ± 0.074 % 88.280 ± 0.107 % 353 2.7104 ± 0.0163 0.10449 ± 0.00201 0.12676 ± 0.00088 13.606 ± 0.074 % 88.256 ± 0.107 % 354 2.7116 ± 0.0163 0.10499 ± 0.00201 0.12716 ± 0.00088 13.621 ± 0.074 % 88.226 ± 0.107 % 355 2.7131 ± 0.0163 0.10554 ± 0.00201 0.12750 ± 0.00088 13.640 ± 0.074 % 88.202 ± 0.107 % 356 2.7115 ± 0.0163 0.10566 ± 0.00201 0.12768 ± 0.00088 13.657 ± 0.074 % 88.206 ± 0.107 % 357 2.7132 ± 0.0163 0.10599 ± 0.00201 0.12797 ± 0.00088 13.668 ± 0.074 % 88.194 ± 0.107 % 358 2.7145 ± 0.0163 0.10623 ± 0.00201 0.12831 ± 0.00088 13.680 ± 0.074 % 88.167 ± 0.107 % 359 2.7115 ± 0.0162 0.10631 ± 0.00200 0.12839 ± 0.00088 13.688 ± 0.074 % 88.172 ± 0.107 % 360 2.7109 ± 0.0162 0.10666 ± 0.00200 0.12862 ± 0.00088 13.699 ± 0.074 % 88.162 ± 0.107 % 361 2.7119 ± 0.0162 0.10701 ± 0.00200 0.12892 ± 0.00088 13.711 ± 0.073 % 88.149 ± 0.107 % 362 2.7128 ± 0.0162 0.10746 ± 0.00200 0.12927 ± 0.00088 13.737 ± 0.073 % 88.143 ± 0.106 % 363 2.7122 ± 0.0161 0.10766 ± 0.00200 0.12952 ± 0.00088 13.759 ± 0.073 % 88.132 ± 0.106 % 364 2.7127 ± 0.0161 0.10780 ± 0.00200 0.12976 ± 0.00088 13.770 ± 0.073 % 88.120 ± 0.106 % 365 2.7102 ± 0.0161 0.10807 ± 0.00200 0.12996 ± 0.00088 13.782 ± 0.073 % 88.124 ± 0.106 % 366 2.7104 ± 0.0160 0.10816 ± 0.00200 0.13030 ± 0.00088 13.794 ± 0.073 % 88.113 ± 0.106 % 367 2.7118 ± 0.0160 0.10856 ± 0.00200 0.13051 ± 0.00088 13.801 ± 0.073 % 88.107 ± 0.106 % 368 2.7101 ± 0.0160 0.10862 ± 0.00200 0.13065 ± 0.00088 13.808 ± 0.073 % 88.105 ± 0.106 % 369 2.7099 ± 0.0160 0.10859 ± 0.00200 0.13090 ± 0.00088 13.817 ± 0.073 % 88.102 ± 0.106 % 370 2.7092 ± 0.0159 0.10873 ± 0.00199 0.13121 ± 0.00088 13.838 ± 0.073 % 88.090 ± 0.105 % 371 2.7123 ± 0.0159 0.10922 ± 0.00200 0.13156 ± 0.00088 13.853 ± 0.073 % 88.070 ± 0.105 % 372 2.7157 ± 0.0159 0.10953 ± 0.00199 0.13182 ± 0.00088 13.856 ± 0.072 % 88.053 ± 0.105 % 373 2.7139 ± 0.0159 0.10970 ± 0.00199 0.13184 ± 0.00088 13.863 ± 0.072 % 88.050 ± 0.105 % 374 2.7115 ± 0.0159 0.10979 ± 0.00199 0.13183 ± 0.00087 13.861 ± 0.072 % 88.056 ± 0.105 % 375 2.7110 ± 0.0158 0.10985 ± 0.00199 0.13189 ± 0.00087 13.859 ± 0.072 % 88.059 ± 0.105 % 376 2.7149 ± 0.0159 0.11014 ± 0.00199 0.13234 ± 0.00087 13.871 ± 0.072 % 88.035 ± 0.105 % 377 2.7200 ± 0.0159 0.11047 ± 0.00199 0.13268 ± 0.00087 13.874 ± 0.072 % 88.015 ± 0.105 % 378 2.7177 ± 0.0158 0.11052 ± 0.00199 0.13283 ± 0.00087 13.888 ± 0.072 % 88.010 ± 0.105 % 379 2.7160 ± 0.0158 0.11051 ± 0.00198 0.13285 ± 0.00087 13.889 ± 0.072 % 88.009 ± 0.104 % 380 2.7145 ± 0.0158 0.11038 ± 0.00198 0.13285 ± 0.00087 13.892 ± 0.072 % 88.007 ± 0.104 % 381 2.7164 ± 0.0158 0.11049 ± 0.00198 0.13293 ± 0.00087 13.892 ± 0.071 % 88.004 ± 0.104 % 382 2.7169 ± 0.0158 0.11032 ± 0.00198 0.13285 ± 0.00087 13.886 ± 0.071 % 87.992 ± 0.104 % 383 2.7192 ± 0.0157 0.11031 ± 0.00197 0.13282 ± 0.00087 13.880 ± 0.071 % 87.997 ± 0.104 % 384 2.7224 ± 0.0157 0.11014 ± 0.00197 0.13281 ± 0.00087 13.877 ± 0.071 % 87.990 ± 0.104 % 385 2.7252 ± 0.0157 0.10996 ± 0.00197 0.13274 ± 0.00086 13.870 ± 0.071 % 87.983 ± 0.104 % 386 2.7287 ± 0.0158 0.10995 ± 0.00196 0.13273 ± 0.00086 13.865 ± 0.071 % 87.964 ± 0.104 % 387 2.7337 ± 0.0158 0.10982 ± 0.00196 0.13279 ± 0.00086 13.860 ± 0.071 % 87.954 ± 0.104 % 388 2.7358 ± 0.0158 0.10972 ± 0.00196 0.13271 ± 0.00086 13.851 ± 0.071 % 87.955 ± 0.103 % 389 2.7316 ± 0.0157 0.10964 ± 0.00195 0.13256 ± 0.00086 13.846 ± 0.070 % 87.971 ± 0.103 % 390 2.7281 ± 0.0157 0.10967 ± 0.00195 0.13257 ± 0.00086 13.850 ± 0.070 % 87.983 ± 0.103 % 391 2.7238 ± 0.0156 0.10962 ± 0.00195 0.13246 ± 0.00085 13.849 ± 0.070 % 87.991 ± 0.103 % 392 2.7218 ± 0.0156 0.10946 ± 0.00195 0.13243 ± 0.00085 13.852 ± 0.070 % 88.003 ± 0.103 % 393 2.7210 ± 0.0156 0.10951 ± 0.00194 0.13259 ± 0.00085 13.868 ± 0.070 % 88.000 ± 0.103 % 394 2.7189 ± 0.0155 0.10932 ± 0.00194 0.13254 ± 0.00085 13.869 ± 0.070 % 88.012 ± 0.102 % 395 2.7152 ± 0.0155 0.10917 ± 0.00194 0.13257 ± 0.00085 13.880 ± 0.070 % 88.020 ± 0.102 % 396 2.7134 ± 0.0155 0.10945 ± 0.00194 0.13272 ± 0.00085 13.897 ± 0.070 % 88.016 ± 0.102 % 397 2.7091 ± 0.0154 0.10937 ± 0.00193 0.13265 ± 0.00085 13.896 ± 0.070 % 88.029 ± 0.102 % 398 2.7060 ± 0.0154 0.10937 ± 0.00193 0.13264 ± 0.00085 13.903 ± 0.070 % 88.041 ± 0.102 % 399 2.7023 ± 0.0153 0.10952 ± 0.00193 0.13270 ± 0.00085 13.916 ± 0.070 % 88.049 ± 0.102 % 400 2.6985 ± 0.0153 0.10949 ± 0.00193 0.13267 ± 0.00085 13.919 ± 0.070 % 88.057 ± 0.102 % 401 2.6935 ± 0.0152 0.10944 ± 0.00192 0.13255 ± 0.00085 13.920 ± 0.070 % 88.075 ± 0.101 % 402 2.6905 ± 0.0152 0.10966 ± 0.00192 0.13261 ± 0.00085 13.933 ± 0.070 % 88.080 ± 0.101 % 403 2.6856 ± 0.0151 0.10944 ± 0.00192 0.13251 ± 0.00085 13.931 ± 0.070 % 88.099 ± 0.101 % 404 2.6819 ± 0.0150 0.10939 ± 0.00192 0.13257 ± 0.00085 13.940 ± 0.070 % 88.112 ± 0.101 % 405 2.6772 ± 0.0150 0.10932 ± 0.00191 0.13243 ± 0.00084 13.937 ± 0.070 % 88.127 ± 0.101 % 406 2.6729 ± 0.0149 0.10926 ± 0.00191 0.13244 ± 0.00084 13.943 ± 0.070 % 88.137 ± 0.100 % 407 2.6694 ± 0.0149 0.10919 ± 0.00191 0.13237 ± 0.00084 13.938 ± 0.069 % 88.154 ± 0.100 % 408 2.6660 ± 0.0148 0.10906 ± 0.00190 0.13231 ± 0.00084 13.937 ± 0.069 % 88.164 ± 0.100 % 409 2.6615 ± 0.0148 0.10896 ± 0.00190 0.13216 ± 0.00084 13.933 ± 0.069 % 88.182 ± 0.100 % 410 2.6605 ± 0.0148 0.10891 ± 0.00190 0.13208 ± 0.00084 13.926 ± 0.069 % 88.184 ± 0.100 % 411 2.6624 ± 0.0148 0.10908 ± 0.00190 0.13211 ± 0.00084 13.928 ± 0.069 % 88.180 ± 0.100 % 412 2.6610 ± 0.0147 0.10898 ± 0.00189 0.13214 ± 0.00084 13.932 ± 0.069 % 88.187 ± 0.100 % 413 2.6634 ± 0.0148 0.10889 ± 0.00189 0.13225 ± 0.00084 13.932 ± 0.069 % 88.184 ± 0.099 % 414 2.6641 ± 0.0147 0.10885 ± 0.00189 0.13229 ± 0.00084 13.937 ± 0.069 % 88.185 ± 0.099 % 415 2.6603 ± 0.0147 0.10885 ± 0.00189 0.13217 ± 0.00084 13.937 ± 0.069 % 88.203 ± 0.099 % 416 2.6560 ± 0.0147 0.10882 ± 0.00189 0.13204 ± 0.00083 13.933 ± 0.069 % 88.218 ± 0.099 % 417 2.6584 ± 0.0147 0.10864 ± 0.00188 0.13193 ± 0.00083 13.925 ± 0.069 % 88.231 ± 0.099 % 418 2.6539 ± 0.0146 0.10848 ± 0.00188 0.13174 ± 0.00083 13.917 ± 0.068 % 88.252 ± 0.099 % 419 2.6522 ± 0.0146 0.10838 ± 0.00188 0.13170 ± 0.00083 13.918 ± 0.068 % 88.259 ± 0.098 % 420 2.6493 ± 0.0146 0.10832 ± 0.00187 0.13158 ± 0.00083 13.917 ± 0.068 % 88.268 ± 0.098 % 421 2.6460 ± 0.0145 0.10829 ± 0.00187 0.13149 ± 0.00083 13.916 ± 0.068 % 88.280 ± 0.098 % 422 2.6413 ± 0.0145 0.10822 ± 0.00187 0.13136 ± 0.00083 13.918 ± 0.068 % 88.295 ± 0.098 % 423 2.6374 ± 0.0144 0.10833 ± 0.00187 0.13124 ± 0.00083 13.920 ± 0.068 % 88.308 ± 0.098 % 424 2.6369 ± 0.0144 0.10843 ± 0.00186 0.13123 ± 0.00082 13.920 ± 0.068 % 88.311 ± 0.098 % 425 2.6336 ± 0.0144 0.10833 ± 0.00186 0.13109 ± 0.00082 13.914 ± 0.068 % 88.325 ± 0.098 % 426 2.6294 ± 0.0143 0.10818 ± 0.00186 0.13094 ± 0.00082 13.911 ± 0.068 % 88.338 ± 0.097 % 427 2.6266 ± 0.0143 0.10819 ± 0.00186 0.13089 ± 0.00082 13.915 ± 0.068 % 88.351 ± 0.097 % 428 2.6251 ± 0.0142 0.10817 ± 0.00185 0.13104 ± 0.00082 13.926 ± 0.068 % 88.344 ± 0.097 % 429 2.6219 ± 0.0142 0.10803 ± 0.00185 0.13095 ± 0.00082 13.927 ± 0.068 % 88.354 ± 0.097 % 430 2.6184 ± 0.0141 0.10806 ± 0.00185 0.13089 ± 0.00082 13.932 ± 0.068 % 88.364 ± 0.097 % 431 2.6142 ± 0.0141 0.10793 ± 0.00184 0.13072 ± 0.00082 13.925 ± 0.068 % 88.384 ± 0.097 % 432 2.6124 ± 0.0141 0.10793 ± 0.00184 0.13075 ± 0.00082 13.934 ± 0.068 % 88.388 ± 0.097 % 433 2.6095 ± 0.0140 0.10783 ± 0.00184 0.13063 ± 0.00081 13.933 ± 0.067 % 88.398 ± 0.096 % 434 2.6073 ± 0.0140 0.10790 ± 0.00184 0.13061 ± 0.00081 13.943 ± 0.067 % 88.402 ± 0.096 % 435 2.6056 ± 0.0140 0.10801 ± 0.00184 0.13065 ± 0.00081 13.949 ± 0.067 % 88.409 ± 0.096 % 436 2.6043 ± 0.0139 0.10801 ± 0.00183 0.13057 ± 0.00081 13.945 ± 0.067 % 88.416 ± 0.096 % 437 2.6036 ± 0.0139 0.10786 ± 0.00183 0.13052 ± 0.00081 13.941 ± 0.067 % 88.410 ± 0.096 % 438 2.6037 ± 0.0139 0.10772 ± 0.00183 0.13038 ± 0.00081 13.934 ± 0.067 % 88.419 ± 0.096 % 439 2.6057 ± 0.0139 0.10782 ± 0.00183 0.13040 ± 0.00081 13.934 ± 0.067 % 88.418 ± 0.096 % 440 2.6089 ± 0.0139 0.10780 ± 0.00182 0.13038 ± 0.00081 13.927 ± 0.067 % 88.413 ± 0.096 % 441 2.6143 ± 0.0140 0.10760 ± 0.00182 0.13026 ± 0.00080 13.915 ± 0.067 % 88.400 ± 0.095 % 442 2.6202 ± 0.0140 0.10752 ± 0.00182 0.13016 ± 0.00080 13.902 ± 0.067 % 88.401 ± 0.095 % 443 2.6183 ± 0.0140 0.10758 ± 0.00182 0.13018 ± 0.00080 13.909 ± 0.067 % 88.403 ± 0.095 % 444 2.6179 ± 0.0139 0.10763 ± 0.00181 0.13022 ± 0.00080 13.912 ± 0.067 % 88.398 ± 0.095 % 445 2.6184 ± 0.0139 0.10763 ± 0.00181 0.13013 ± 0.00080 13.905 ± 0.067 % 88.401 ± 0.095 % 446 2.6211 ± 0.0139 0.10771 ± 0.00181 0.13017 ± 0.00080 13.902 ± 0.066 % 88.398 ± 0.095 % 447 2.6239 ± 0.0139 0.10767 ± 0.00181 0.13007 ± 0.00080 13.893 ± 0.066 % 88.397 ± 0.095 % 448 2.6255 ± 0.0139 0.10761 ± 0.00180 0.13003 ± 0.00080 13.891 ± 0.066 % 88.395 ± 0.095 % 449 2.6269 ± 0.0139 0.10749 ± 0.00180 0.12993 ± 0.00079 13.883 ± 0.066 % 88.398 ± 0.095 % 450 2.6285 ± 0.0139 0.10740 ± 0.00180 0.12989 ± 0.00079 13.879 ± 0.066 % 88.401 ± 0.095 % 451 2.6310 ± 0.0139 0.10740 ± 0.00180 0.12978 ± 0.00079 13.872 ± 0.066 % 88.407 ± 0.094 % 452 2.6318 ± 0.0139 0.10739 ± 0.00179 0.12985 ± 0.00079 13.872 ± 0.066 % 88.396 ± 0.094 % 453 2.6335 ± 0.0139 0.10742 ± 0.00179 0.12979 ± 0.00079 13.866 ± 0.066 % 88.394 ± 0.094 % 454 2.6315 ± 0.0139 0.10729 ± 0.00179 0.12973 ± 0.00079 13.862 ± 0.066 % 88.404 ± 0.094 % 455 2.6338 ± 0.0139 0.10719 ± 0.00179 0.12965 ± 0.00079 13.854 ± 0.066 % 88.402 ± 0.094 % 456 2.6346 ± 0.0139 0.10707 ± 0.00178 0.12949 ± 0.00078 13.843 ± 0.066 % 88.413 ± 0.094 % 457 2.6368 ± 0.0139 0.10684 ± 0.00178 0.12936 ± 0.00078 13.832 ± 0.065 % 88.413 ± 0.094 % 458 2.6409 ± 0.0139 0.10678 ± 0.00178 0.12926 ± 0.00078 13.824 ± 0.065 % 88.411 ± 0.094 % 459 2.6408 ± 0.0139 0.10670 ± 0.00177 0.12914 ± 0.00078 13.816 ± 0.065 % 88.413 ± 0.094 % 460 2.6410 ± 0.0139 0.10654 ± 0.00177 0.12896 ± 0.00078 13.804 ± 0.065 % 88.423 ± 0.093 % 461 2.6388 ± 0.0138 0.10646 ± 0.00177 0.12883 ± 0.00078 13.796 ± 0.065 % 88.432 ± 0.093 % 462 2.6398 ± 0.0138 0.10655 ± 0.00177 0.12882 ± 0.00078 13.794 ± 0.065 % 88.431 ± 0.093 % 463 2.6438 ± 0.0138 0.10661 ± 0.00176 0.12885 ± 0.00078 13.788 ± 0.065 % 88.422 ± 0.093 % 464 2.6484 ± 0.0139 0.10653 ± 0.00176 0.12882 ± 0.00077 13.782 ± 0.065 % 88.422 ± 0.093 % 465 2.6461 ± 0.0138 0.10648 ± 0.00176 0.12880 ± 0.00077 13.783 ± 0.065 % 88.423 ± 0.093 % 466 2.6477 ± 0.0138 0.10657 ± 0.00176 0.12886 ± 0.00077 13.782 ± 0.065 % 88.407 ± 0.093 % 467 2.6497 ± 0.0138 0.10668 ± 0.00176 0.12881 ± 0.00077 13.779 ± 0.065 % 88.409 ± 0.093 % 468 2.6512 ± 0.0138 0.10664 ± 0.00176 0.12883 ± 0.00077 13.777 ± 0.065 % 88.404 ± 0.093 % 469 2.6514 ± 0.0138 0.10652 ± 0.00175 0.12877 ± 0.00077 13.774 ± 0.064 % 88.406 ± 0.093 % 470 2.6519 ± 0.0138 0.10628 ± 0.00175 0.12872 ± 0.00077 13.771 ± 0.064 % 88.405 ± 0.092 % 471 2.6542 ± 0.0138 0.10624 ± 0.00175 0.12868 ± 0.00077 13.766 ± 0.064 % 88.402 ± 0.092 % 472 2.6560 ± 0.0138 0.10605 ± 0.00175 0.12863 ± 0.00077 13.759 ± 0.064 % 88.400 ± 0.092 % 473 2.6559 ± 0.0138 0.10588 ± 0.00174 0.12850 ± 0.00076 13.750 ± 0.064 % 88.402 ± 0.092 % 474 2.6574 ± 0.0138 0.10577 ± 0.00174 0.12837 ± 0.00076 13.741 ± 0.064 % 88.414 ± 0.092 % 475 2.6590 ± 0.0138 0.10572 ± 0.00174 0.12829 ± 0.00076 13.734 ± 0.064 % 88.419 ± 0.092 % 476 2.6590 ± 0.0138 0.10560 ± 0.00174 0.12826 ± 0.00076 13.732 ± 0.064 % 88.417 ± 0.092 % 477 2.6594 ± 0.0138 0.10551 ± 0.00173 0.12820 ± 0.00076 13.730 ± 0.064 % 88.418 ± 0.092 % 478 2.6604 ± 0.0137 0.10550 ± 0.00173 0.12815 ± 0.00076 13.728 ± 0.064 % 88.421 ± 0.092 % 479 2.6623 ± 0.0137 0.10551 ± 0.00173 0.12818 ± 0.00076 13.724 ± 0.064 % 88.413 ± 0.092 % 480 2.6636 ± 0.0137 0.10545 ± 0.00173 0.12813 ± 0.00076 13.719 ± 0.064 % 88.414 ± 0.091 % 481 2.6605 ± 0.0137 0.10540 ± 0.00173 0.12801 ± 0.00076 13.716 ± 0.064 % 88.427 ± 0.091 % 482 2.6618 ± 0.0137 0.10550 ± 0.00172 0.12806 ± 0.00075 13.720 ± 0.064 % 88.423 ± 0.091 % 483 2.6604 ± 0.0137 0.10540 ± 0.00172 0.12792 ± 0.00075 13.713 ± 0.063 % 88.438 ± 0.091 % 484 2.6634 ± 0.0137 0.10529 ± 0.00172 0.12780 ± 0.00075 13.704 ± 0.063 % 88.440 ± 0.091 % 485 2.6681 ± 0.0137 0.10512 ± 0.00172 0.12766 ± 0.00075 13.693 ± 0.063 % 88.439 ± 0.091 % 486 2.6695 ± 0.0137 0.10506 ± 0.00171 0.12753 ± 0.00075 13.683 ± 0.063 % 88.436 ± 0.091 % 487 2.6716 ± 0.0137 0.10489 ± 0.00171 0.12749 ± 0.00075 13.680 ± 0.063 % 88.436 ± 0.091 % 488 2.6734 ± 0.0137 0.10481 ± 0.00171 0.12737 ± 0.00075 13.672 ± 0.063 % 88.441 ± 0.091 % 489 2.6753 ± 0.0137 0.10471 ± 0.00171 0.12728 ± 0.00075 13.665 ± 0.063 % 88.438 ± 0.091 % 490 2.6781 ± 0.0137 0.10457 ± 0.00170 0.12715 ± 0.00074 13.655 ± 0.063 % 88.439 ± 0.090 % 491 2.6810 ± 0.0137 0.10450 ± 0.00170 0.12718 ± 0.00074 13.653 ± 0.063 % 88.427 ± 0.090 % 492 2.6843 ± 0.0137 0.10437 ± 0.00170 0.12711 ± 0.00074 13.647 ± 0.063 % 88.419 ± 0.090 % 493 2.6837 ± 0.0137 0.10424 ± 0.00170 0.12705 ± 0.00074 13.642 ± 0.063 % 88.429 ± 0.090 % 494 2.6821 ± 0.0137 0.10422 ± 0.00170 0.12699 ± 0.00074 13.639 ± 0.063 % 88.430 ± 0.090 % 495 2.6817 ± 0.0137 0.10425 ± 0.00169 0.12701 ± 0.00074 13.638 ± 0.063 % 88.431 ± 0.090 % 496 2.6812 ± 0.0137 0.10416 ± 0.00169 0.12703 ± 0.00074 13.635 ± 0.062 % 88.431 ± 0.090 % 497 2.6819 ± 0.0136 0.10425 ± 0.00169 0.12709 ± 0.00074 13.636 ± 0.062 % 88.425 ± 0.090 % 498 2.6813 ± 0.0136 0.10410 ± 0.00169 0.12701 ± 0.00074 13.633 ± 0.062 % 88.423 ± 0.090 % 499 2.6796 ± 0.0136 0.10396 ± 0.00169 0.12697 ± 0.00074 13.632 ± 0.062 % 88.425 ± 0.090 % 500 2.6810 ± 0.0136 0.10394 ± 0.00168 0.12695 ± 0.00073 13.626 ± 0.062 % 88.425 ± 0.090 % 501 2.6849 ± 0.0136 0.10383 ± 0.00168 0.12692 ± 0.00073 13.618 ± 0.062 % 88.419 ± 0.090 % 502 2.6836 ± 0.0136 0.10374 ± 0.00168 0.12694 ± 0.00073 13.624 ± 0.062 % 88.414 ± 0.089 % 503 2.6835 ± 0.0136 0.10360 ± 0.00168 0.12683 ± 0.00073 13.617 ± 0.062 % 88.415 ± 0.089 % 504 2.6841 ± 0.0136 0.10351 ± 0.00168 0.12683 ± 0.00073 13.617 ± 0.062 % 88.421 ± 0.089 % 505 2.6862 ± 0.0136 0.10353 ± 0.00167 0.12677 ± 0.00073 13.611 ± 0.062 % 88.425 ± 0.089 % 506 2.6883 ± 0.0136 0.10364 ± 0.00167 0.12683 ± 0.00073 13.612 ± 0.062 % 88.413 ± 0.089 % 507 2.6897 ± 0.0136 0.10359 ± 0.00167 0.12674 ± 0.00073 13.606 ± 0.062 % 88.415 ± 0.089 % 508 2.6919 ± 0.0136 0.10350 ± 0.00167 0.12664 ± 0.00073 13.599 ± 0.062 % 88.415 ± 0.089 % 509 2.6883 ± 0.0135 0.10337 ± 0.00167 0.12654 ± 0.00073 13.596 ± 0.062 % 88.427 ± 0.089 % 510 2.6885 ± 0.0135 0.10368 ± 0.00167 0.12677 ± 0.00073 13.615 ± 0.062 % 88.418 ± 0.089 % 511 2.6878 ± 0.0135 0.10373 ± 0.00166 0.12688 ± 0.00073 13.620 ± 0.061 % 88.411 ± 0.089 % 512 2.6863 ± 0.0135 0.10384 ± 0.00166 0.12689 ± 0.00072 13.621 ± 0.061 % 88.412 ± 0.089 % 513 2.6836 ± 0.0134 0.10375 ± 0.00166 0.12685 ± 0.00072 13.620 ± 0.061 % 88.421 ± 0.088 % 514 2.6830 ± 0.0134 0.10372 ± 0.00166 0.12695 ± 0.00072 13.625 ± 0.061 % 88.416 ± 0.088 % 515 2.6831 ± 0.0134 0.10387 ± 0.00166 0.12710 ± 0.00072 13.632 ± 0.061 % 88.407 ± 0.088 % 516 2.6805 ± 0.0134 0.10383 ± 0.00166 0.12708 ± 0.00072 13.633 ± 0.061 % 88.406 ± 0.088 % 517 2.6798 ± 0.0134 0.10382 ± 0.00166 0.12712 ± 0.00072 13.638 ± 0.061 % 88.404 ± 0.088 % 518 2.6796 ± 0.0134 0.10389 ± 0.00166 0.12718 ± 0.00072 13.641 ± 0.061 % 88.406 ± 0.088 % 519 2.6791 ± 0.0133 0.10401 ± 0.00165 0.12726 ± 0.00072 13.645 ± 0.061 % 88.409 ± 0.088 % 520 2.6794 ± 0.0133 0.10429 ± 0.00165 0.12747 ± 0.00072 13.649 ± 0.061 % 88.400 ± 0.088 % 521 2.6791 ± 0.0133 0.10421 ± 0.00165 0.12744 ± 0.00072 13.645 ± 0.061 % 88.399 ± 0.088 % 522 2.6778 ± 0.0133 0.10418 ± 0.00165 0.12738 ± 0.00072 13.640 ± 0.061 % 88.405 ± 0.088 % 523 2.6793 ± 0.0133 0.10441 ± 0.00165 0.12749 ± 0.00072 13.644 ± 0.061 % 88.403 ± 0.088 % 524 2.6790 ± 0.0133 0.10444 ± 0.00165 0.12750 ± 0.00072 13.646 ± 0.061 % 88.404 ± 0.088 % 525 2.6793 ± 0.0133 0.10432 ± 0.00165 0.12743 ± 0.00072 13.643 ± 0.061 % 88.404 ± 0.088 % 526 2.6784 ± 0.0132 0.10450 ± 0.00164 0.12748 ± 0.00072 13.648 ± 0.061 % 88.404 ± 0.087 % 527 2.6758 ± 0.0132 0.10440 ± 0.00164 0.12737 ± 0.00072 13.644 ± 0.060 % 88.412 ± 0.087 % 528 2.6760 ± 0.0132 0.10450 ± 0.00164 0.12739 ± 0.00072 13.647 ± 0.060 % 88.405 ± 0.087 % 529 2.6748 ± 0.0132 0.10441 ± 0.00164 0.12739 ± 0.00071 13.647 ± 0.060 % 88.399 ± 0.087 % 530 2.6742 ± 0.0132 0.10438 ± 0.00164 0.12730 ± 0.00071 13.641 ± 0.060 % 88.405 ± 0.087 % 531 2.6730 ± 0.0131 0.10434 ± 0.00163 0.12722 ± 0.00071 13.638 ± 0.060 % 88.412 ± 0.087 % 532 2.6698 ± 0.0131 0.10417 ± 0.00163 0.12703 ± 0.00071 13.627 ± 0.060 % 88.428 ± 0.087 % 533 2.6673 ± 0.0131 0.10418 ± 0.00163 0.12703 ± 0.00071 13.634 ± 0.060 % 88.432 ± 0.087 % 534 2.6655 ± 0.0130 0.10421 ± 0.00163 0.12708 ± 0.00071 13.639 ± 0.060 % 88.432 ± 0.087 % 535 2.6664 ± 0.0130 0.10464 ± 0.00163 0.12734 ± 0.00071 13.653 ± 0.060 % 88.421 ± 0.087 % 536 2.6682 ± 0.0130 0.10475 ± 0.00163 0.12741 ± 0.00071 13.652 ± 0.060 % 88.415 ± 0.087 % 537 2.6706 ± 0.0130 0.10483 ± 0.00163 0.12740 ± 0.00071 13.649 ± 0.060 % 88.410 ± 0.087 % 538 2.6726 ± 0.0130 0.10494 ± 0.00163 0.12745 ± 0.00071 13.649 ± 0.060 % 88.398 ± 0.086 % 539 2.6748 ± 0.0130 0.10498 ± 0.00162 0.12753 ± 0.00071 13.652 ± 0.060 % 88.393 ± 0.086 % 540 2.6782 ± 0.0131 0.10494 ± 0.00162 0.12746 ± 0.00071 13.644 ± 0.060 % 88.391 ± 0.086 % 541 2.6814 ± 0.0131 0.10494 ± 0.00162 0.12748 ± 0.00071 13.639 ± 0.060 % 88.392 ± 0.086 % 542 2.6841 ± 0.0131 0.10486 ± 0.00162 0.12747 ± 0.00071 13.637 ± 0.060 % 88.392 ± 0.086 % 543 2.6869 ± 0.0131 0.10530 ± 0.00162 0.12769 ± 0.00071 13.644 ± 0.060 % 88.375 ± 0.086 % 544 2.6863 ± 0.0131 0.10529 ± 0.00162 0.12768 ± 0.00071 13.643 ± 0.060 % 88.374 ± 0.086 % 545 2.6865 ± 0.0131 0.10530 ± 0.00162 0.12768 ± 0.00070 13.642 ± 0.060 % 88.376 ± 0.086 % 546 2.6836 ± 0.0130 0.10527 ± 0.00161 0.12766 ± 0.00070 13.647 ± 0.060 % 88.381 ± 0.086 % 547 2.6810 ± 0.0130 0.10532 ± 0.00161 0.12765 ± 0.00070 13.653 ± 0.059 % 88.383 ± 0.086 % 548 2.6778 ± 0.0130 0.10527 ± 0.00161 0.12762 ± 0.00070 13.655 ± 0.059 % 88.391 ± 0.086 % 549 2.6750 ± 0.0129 0.10522 ± 0.00161 0.12761 ± 0.00070 13.658 ± 0.059 % 88.397 ± 0.086 % 550 2.6740 ± 0.0129 0.10540 ± 0.00161 0.12775 ± 0.00070 13.666 ± 0.059 % 88.395 ± 0.086 % 551 2.6728 ± 0.0129 0.10551 ± 0.00161 0.12777 ± 0.00070 13.669 ± 0.059 % 88.399 ± 0.085 % 552 2.6712 ± 0.0129 0.10554 ± 0.00161 0.12778 ± 0.00070 13.671 ± 0.059 % 88.401 ± 0.085 % 553 2.6702 ± 0.0129 0.10564 ± 0.00161 0.12789 ± 0.00070 13.677 ± 0.059 % 88.398 ± 0.085 % 554 2.6703 ± 0.0128 0.10560 ± 0.00161 0.12797 ± 0.00070 13.684 ± 0.059 % 88.396 ± 0.085 % 555 2.6699 ± 0.0128 0.10566 ± 0.00161 0.12796 ± 0.00070 13.684 ± 0.059 % 88.396 ± 0.085 % 556 2.6727 ± 0.0128 0.10556 ± 0.00160 0.12791 ± 0.00070 13.676 ± 0.059 % 88.392 ± 0.085 % 557 2.6752 ± 0.0128 0.10559 ± 0.00160 0.12785 ± 0.00070 13.670 ± 0.059 % 88.393 ± 0.085 % 558 2.6790 ± 0.0129 0.10565 ± 0.00160 0.12796 ± 0.00070 13.668 ± 0.059 % 88.379 ± 0.085 % 559 2.6813 ± 0.0129 0.10561 ± 0.00160 0.12808 ± 0.00070 13.668 ± 0.059 % 88.366 ± 0.085 % 560 2.6857 ± 0.0129 0.10554 ± 0.00160 0.12810 ± 0.00070 13.662 ± 0.059 % 88.354 ± 0.085 % 561 2.6850 ± 0.0129 0.10546 ± 0.00160 0.12799 ± 0.00070 13.655 ± 0.059 % 88.359 ± 0.085 % ====== Perplexity statistics ====== Mean PPL(Q) : 2.685042 ± 0.012863 Mean PPL(base) : 2.416296 ± 0.011058 Cor(ln(PPL(Q)), ln(PPL(base))): 94.28% Mean ln(PPL(Q)/PPL(base)) : 0.105461 ± 0.001598 Mean PPL(Q)/PPL(base) : 1.111222 ± 0.001776 Mean PPL(Q)-PPL(base) : 0.268746 ± 0.004419 ====== KL divergence statistics ====== Mean KLD: 0.127994 ± 0.000696 Maximum KLD: 6.904435 99.9% KLD: 2.496434 99.0% KLD: 1.266063 95.0% KLD: 0.605387 90.0% KLD: 0.373806 Median KLD: 0.024985 10.0% KLD: 0.000071 5.0% KLD: 0.000017 1.0% KLD: 0.000001 0.1% KLD: -0.000011 Minimum KLD: -0.000324 ====== Token probability statistics ====== Mean Δp: -3.067 ± 0.035 % Maximum Δp: 93.672% 99.9% Δp: 59.866% 99.0% Δp: 32.662% 95.0% Δp: 12.134% 90.0% Δp: 5.002% 75.0% Δp: 0.099% Median Δp: -0.096% 25.0% Δp: -3.875% 10.0% Δp: -16.541% 5.0% Δp: -28.634% 1.0% Δp: -54.859% 0.1% Δp: -79.297% Minimum Δp: -99.895% RMS Δp : 13.655 ± 0.059 % Same top p: 88.359 ± 0.085 % 1.57.573.874 I llama_perf_context_print: load time = 33507.92 ms 1.57.573.877 I llama_perf_context_print: prompt eval time = 60861.08 ms / 287232 tokens ( 0.21 ms per token, 4719.47 tokens per second) 1.57.573.878 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) 1.57.573.879 I llama_perf_context_print: total time = 81512.25 ms / 287233 tokens 1.57.573.879 I llama_perf_context_print: graphs reused = 34 1.57.574.120 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | 1.57.574.127 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 83739 + (12517 = 9220 + 224 + 3073) + 992 | 1.57.574.127 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 80257 + (16000 = 12734 + 192 + 3073) + 992 | 1.57.574.128 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 80223 + (16034 = 12769 + 192 + 3073) + 991 | 1.57.574.128 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 80257 + (16000 = 12734 + 192 + 3073) + 992 | 1.57.574.128 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 80223 + (16034 = 12769 + 192 + 3073) + 991 | 1.57.574.129 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 80257 + (16000 = 12734 + 192 + 3073) + 992 | 1.57.574.129 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 80223 + (16034 = 12769 + 192 + 3073) + 991 | 1.57.574.129 I common_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 84007 + (12250 = 7229 + 160 + 4861) + 991 | 1.57.574.130 I common_memory_breakdown_print: | - Host | 856 = 534 + 0 + 321 | ```