Step-3.5-Flash-IQ3_S (aes_sedai)
/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-IQ3_S.gguf
0.00.448.538 I common_init_result: fitting params to device memory ...
0.00.448.546 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)
0.00.448.555 I common_params_fit_impl: getting device memory data for initial parameters:
0.01.808.633 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
0.01.808.643 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (10401 = 7103 + 224 + 3073) + -9838 |
0.01.808.643 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (13586 = 9809 + 192 + 3585) + -13024 |
0.01.808.644 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (13613 = 9835 + 192 + 3585) + -13050 |
0.01.808.644 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (13586 = 9809 + 192 + 3585) + -13024 |
0.01.808.644 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (13613 = 9835 + 192 + 3585) + -13050 |
0.01.808.644 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (13586 = 9809 + 192 + 3585) + -13024 |
0.01.808.644 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (13613 = 9835 + 192 + 3585) + -13050 |
0.01.808.644 I common_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (11667 = 6134 + 160 + 5373) + -11105 |
0.01.808.645 I common_memory_breakdown_print: | - Host | 734 = 413 + 0 + 321 |
0.01.829.262 I common_params_fit_impl: projected memory use with initial parameters [MiB]:
0.01.829.274 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 10401 used, 86286 free vs. target of 1024
0.01.829.275 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 13586 used, 83101 free vs. target of 1024
0.01.829.275 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 13613 used, 83074 free vs. target of 1024
0.01.829.276 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 13586 used, 83101 free vs. target of 1024
0.01.829.276 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 13613 used, 83074 free vs. target of 1024
0.01.829.277 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 13586 used, 83101 free vs. target of 1024
0.01.829.277 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 13613 used, 83074 free vs. target of 1024
0.01.829.277 I common_params_fit_impl: - CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 11667 used, 85019 free vs. target of 1024
0.01.829.278 I common_params_fit_impl: projected to use 103668 MiB of device memory vs. 773503 MiB of free device memory
0.01.829.278 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed
0.01.829.279 I common_fit_params: successfully fit params to free device memory
0.01.829.282 I common_fit_params: fitting params to free memory took 1.38 seconds
0.01.850.047 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-IQ3_S.gguf (version GGUF V3 (latest))
0.01.850.071 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
0.01.850.076 I llama_model_loader: - kv 0: general.architecture str = step35
0.01.850.076 I llama_model_loader: - kv 1: general.type str = model
0.01.850.077 I llama_model_loader: - kv 2: general.name str = Step 3.5 Flash
0.01.850.077 I llama_model_loader: - kv 3: general.size_label str = 288x10B
0.01.850.078 I llama_model_loader: - kv 4: general.license str = apache-2.0
0.01.850.079 I llama_model_loader: - kv 5: general.base_model.count u32 = 1
0.01.850.079 I llama_model_loader: - kv 6: general.base_model.0.name str = Step 3.5 Flash
0.01.850.079 I llama_model_loader: - kv 7: general.base_model.0.organization str = Stepfun Ai
0.01.850.081 I llama_model_loader: - kv 8: general.base_model.0.repo_url str = https://huggingface.co/stepfun-ai/ste...
0.01.850.081 I llama_model_loader: - kv 9: step35.block_count u32 = 48
0.01.850.082 I llama_model_loader: - kv 10: step35.context_length u32 = 262144
0.01.850.082 I llama_model_loader: - kv 11: step35.embedding_length u32 = 4096
0.01.850.083 I llama_model_loader: - kv 12: step35.feed_forward_length u32 = 11264
0.01.850.093 I llama_model_loader: - kv 13: step35.attention.head_count arr[i32,48] = [64, 96, 96, 96, 64, 96, 96, 96, 64, ...
0.01.850.098 I llama_model_loader: - kv 14: step35.rope.freq_base f32 = 5000000.000000
0.01.850.099 I llama_model_loader: - kv 15: step35.rope.freq_base_swa f32 = 10000.000000
0.01.850.099 I llama_model_loader: - kv 16: step35.expert_gating_func u32 = 2
0.01.850.100 I llama_model_loader: - kv 17: step35.attention.key_length u32 = 128
0.01.850.100 I llama_model_loader: - kv 18: step35.attention.value_length u32 = 128
0.01.850.103 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, ...
0.01.850.103 I llama_model_loader: - kv 20: step35.attention.sliding_window u32 = 512
0.01.850.105 I llama_model_loader: - kv 21: step35.attention.sliding_window_pattern arr[bool,48] = [false, true, true, true, false, true...
0.01.850.106 I llama_model_loader: - kv 22: step35.expert_count u32 = 288
0.01.850.106 I llama_model_loader: - kv 23: step35.expert_used_count u32 = 8
0.01.850.107 I llama_model_loader: - kv 24: step35.expert_feed_forward_length u32 = 1280
0.01.850.108 I llama_model_loader: - kv 25: step35.expert_shared_feed_forward_length u32 = 1280
0.01.850.109 I llama_model_loader: - kv 26: step35.expert_weights_scale f32 = 3.000000
0.01.850.109 I llama_model_loader: - kv 27: step35.expert_weights_norm bool = true
0.01.850.110 I llama_model_loader: - kv 28: step35.leading_dense_block_count u32 = 3
0.01.850.110 I llama_model_loader: - kv 29: step35.moe_every_n_layers u32 = 1
0.01.850.112 I llama_model_loader: - kv 30: step35.attention.layer_norm_rms_epsilon f32 = 0.000010
0.01.850.116 I llama_model_loader: - kv 31: step35.swiglu_clamp_exp arr[f32,48] = [0.000000, 0.000000, 0.000000, 0.0000...
0.01.850.122 I llama_model_loader: - kv 32: step35.swiglu_clamp_shexp arr[f32,48] = [0.000000, 0.000000, 0.000000, 0.0000...
0.01.850.122 I llama_model_loader: - kv 33: step35.nextn_predict_layers u32 = 3
0.01.850.123 I llama_model_loader: - kv 34: tokenizer.ggml.model str = gpt2
0.01.850.123 I llama_model_loader: - kv 35: tokenizer.ggml.pre str = deepseek-v3
0.01.857.594 I llama_model_loader: - kv 36: tokenizer.ggml.tokens arr[str,128896] = ["<｜begin▁of▁sentence｜>", "<�...
0.01.859.439 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, ...
0.01.866.205 I llama_model_loader: - kv 38: tokenizer.ggml.merges arr[str,127741] = ["Ġ t", "Ġ a", "i n", "Ġ Ġ", "h e...
0.01.866.214 I llama_model_loader: - kv 39: tokenizer.ggml.bos_token_id u32 = 0
0.01.866.215 I llama_model_loader: - kv 40: tokenizer.ggml.eos_token_id u32 = 128007
0.01.866.215 I llama_model_loader: - kv 41: tokenizer.ggml.padding_token_id u32 = 1
0.01.866.216 I llama_model_loader: - kv 42: tokenizer.ggml.add_bos_token bool = true
0.01.866.217 I llama_model_loader: - kv 43: tokenizer.ggml.add_sep_token bool = false
0.01.866.217 I llama_model_loader: - kv 44: tokenizer.ggml.add_eos_token bool = false
0.01.866.219 I llama_model_loader: - kv 45: tokenizer.chat_template str = {% macro render_content(content) %}{%...
0.01.866.219 I llama_model_loader: - kv 46: general.quantization_version u32 = 2
0.01.866.220 I llama_model_loader: - kv 47: general.file_type u32 = 18
0.01.866.220 I llama_model_loader: - kv 48: MoE_Quantization.ffn_up_exps str = IQ2_S
0.01.866.220 I llama_model_loader: - kv 49: MoE_Quantization.ffn_gate_exps str = IQ2_S
0.01.866.221 I llama_model_loader: - kv 50: MoE_Quantization.ffn_down_exps str = IQ3_S
0.01.866.221 I llama_model_loader: - kv 51: MoE_Quantization.type_default str = Q6_K
0.01.866.222 I llama_model_loader: - kv 52: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/Step-3.5-Flas...
0.01.866.222 I llama_model_loader: - kv 53: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati...
0.01.866.223 I llama_model_loader: - kv 54: quantize.imatrix.entries_count u32 = 528
0.01.866.223 I llama_model_loader: - kv 55: quantize.imatrix.chunks_count u32 = 50
0.01.866.224 I llama_model_loader: - type f32: 287 tensors
0.01.866.224 I llama_model_loader: - type q8_0: 30 tensors
0.01.866.224 I llama_model_loader: - type q6_K: 362 tensors
0.01.866.224 I llama_model_loader: - type iq3_s: 42 tensors
0.01.866.224 I llama_model_loader: - type iq2_s: 84 tensors
0.01.866.226 I print_info: file format = GGUF V3 (latest)
0.01.866.226 I print_info: file type = Q6_K
0.01.866.229 I print_info: file size = 70.89 GiB (3.05 BPW)
0.01.866.549 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free
0.01.866.572 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free
0.01.866.578 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free
0.01.866.584 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free
0.01.866.589 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free
0.01.866.595 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free
0.01.866.601 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96687 MiB free
0.01.866.606 I llama_prepare_model_devices: using device CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96687 MiB free
0.01.903.238 I load: 0 unused tokens
0.01.911.200 I load: printing all EOG tokens:
0.01.911.208 I load: - 1 ('<｜end▁of▁sentence｜>')
0.01.911.209 I load: - 128007 ('<|im_end|>')
0.01.911.279 I load: special tokens cache size = 818
0.01.933.201 I load: token to piece cache size = 0.8220 MB
0.01.933.217 I print_info: arch = step35
0.01.933.218 I print_info: vocab_only = 0
0.01.933.218 I print_info: no_alloc = 0
0.01.933.218 I print_info: n_ctx_train = 262144
0.01.933.219 I print_info: n_embd = 4096
0.01.933.219 I print_info: n_embd_inp = 4096
0.01.933.219 I print_info: n_layer = 48
0.01.933.227 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]
0.01.933.229 I print_info: n_head_kv = 8
0.01.933.229 I print_info: n_rot = 64
0.01.933.229 I print_info: n_swa = 512
0.01.933.229 I print_info: is_swa_any = 1
0.01.933.230 I print_info: n_embd_head_k = 128
0.01.933.230 I print_info: n_embd_head_v = 128
0.01.933.232 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]
0.01.933.233 I print_info: n_embd_k_gqa = 1024
0.01.933.234 I print_info: n_embd_v_gqa = 1024
0.01.933.235 I print_info: f_norm_eps = 0.0e+00
0.01.933.235 I print_info: f_norm_rms_eps = 1.0e-05
0.01.933.236 I print_info: f_clamp_kqv = 0.0e+00
0.01.933.236 I print_info: f_max_alibi_bias = 0.0e+00
0.01.933.236 I print_info: f_logit_scale = 0.0e+00
0.01.933.236 I print_info: f_attn_scale = 0.0e+00
0.01.933.237 I print_info: f_attn_value_scale = 0.0000
0.01.933.237 I print_info: n_ff = 11264
0.01.933.237 I print_info: n_expert = 288
0.01.933.238 I print_info: n_expert_used = 8
0.01.933.238 I print_info: n_expert_groups = 0
0.01.933.238 I print_info: n_group_used = 0
0.01.933.238 I print_info: causal attn = 1
0.01.933.238 I print_info: pooling type = -1
0.01.933.238 I print_info: rope type = 2
0.01.933.238 I print_info: rope scaling = linear
0.01.933.239 I print_info: freq_base_train = 5000000.0
0.01.933.240 I print_info: freq_scale_train = 1
0.01.933.240 I print_info: freq_base_swa = 10000.0
0.01.933.242 I print_info: freq_scale_swa = 1
0.01.933.243 I print_info: n_embd_head_k_swa = 128
0.01.933.243 I print_info: n_embd_head_v_swa = 128
0.01.933.243 I print_info: n_rot_swa = 128
0.01.933.243 I print_info: n_ctx_orig_yarn = 262144
0.01.933.243 I print_info: rope_yarn_log_mul = 0.0000
0.01.933.243 I print_info: rope_finetuned = unknown
0.01.933.244 I print_info: model type = 196B.A11B
0.01.933.245 I print_info: model params = 199.38 B
0.01.933.245 I print_info: general.name = Step 3.5 Flash
0.01.933.246 I print_info: vocab type = BPE
0.01.933.246 I print_info: n_vocab = 128896
0.01.933.247 I print_info: n_merges = 127741
0.01.933.247 I print_info: BOS token = 0 '<｜begin▁of▁sentence｜>'
0.01.933.247 I print_info: EOS token = 128007 '<|im_end|>'
0.01.933.247 I print_info: EOT token = 128007 '<|im_end|>'
0.01.933.247 I print_info: PAD token = 1 '<｜end▁of▁sentence｜>'
0.01.933.248 I print_info: LF token = 201 'Ċ'
0.01.933.248 I print_info: FIM PRE token = 128801 '<｜fim▁begin｜>'
0.01.933.248 I print_info: FIM SUF token = 128800 '<｜fim▁hole｜>'
0.01.933.248 I print_info: FIM MID token = 128802 '<｜fim▁end｜>'
0.01.933.248 I print_info: EOG token = 1 '<｜end▁of▁sentence｜>'
0.01.933.249 I print_info: EOG token = 128007 '<|im_end|>'
0.01.933.249 I print_info: max token length = 256
0.01.933.249 I load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false)
0.24.591.760 I load_tensors: offloading output layer to GPU
0.24.591.768 I load_tensors: offloading 47 repeating layers to GPU
0.24.591.769 I load_tensors: offloaded 49/49 layers to GPU
0.24.591.775 I load_tensors: CPU_Mapped model buffer size = 413.03 MiB
0.24.591.775 I load_tensors: CUDA0 model buffer size = 7103.93 MiB
0.24.591.776 I load_tensors: CUDA1 model buffer size = 9809.55 MiB
0.24.591.776 I load_tensors: CUDA2 model buffer size = 9835.90 MiB
0.24.591.776 I load_tensors: CUDA3 model buffer size = 9809.55 MiB
0.24.591.777 I load_tensors: CUDA4 model buffer size = 9835.90 MiB
0.24.591.777 I load_tensors: CUDA5 model buffer size = 9809.55 MiB
0.24.591.777 I load_tensors: CUDA6 model buffer size = 9835.90 MiB
0.24.591.777 I load_tensors: CUDA7 model buffer size = 6134.70 MiB
....................................................................................................
0.27.947.696 I common_init_result: added <｜end▁of▁sentence｜> logit bias = -inf
0.27.948.177 I common_init_result: added <|im_end|> logit bias = -inf
0.27.948.431 I llama_context: constructing llama_context
0.27.948.440 I llama_context: n_seq_max = 16
0.27.948.440 I llama_context: n_ctx = 8192
0.27.948.441 I llama_context: n_ctx_seq = 512
0.27.948.441 I llama_context: n_batch = 8192
0.27.948.441 I llama_context: n_ubatch = 8192
0.27.948.442 I llama_context: causal_attn = 1
0.27.948.442 I llama_context: flash_attn = enabled
0.27.948.442 I llama_context: kv_unified = false
0.27.948.446 I llama_context: freq_base = 5000000.0
0.27.948.446 I llama_context: freq_scale = 1
0.27.948.446 I llama_context: n_rs_seq = 0
0.27.948.447 I llama_context: n_outputs_max = 8192
0.27.948.447 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
0.27.951.817 I llama_context: CUDA_Host output buffer size = 7.87 MiB
0.27.951.828 I llama_kv_cache_iswa: creating non-SWA KV cache, size = 512 cells
0.27.952.154 I llama_kv_cache: CUDA0 KV buffer size = 64.00 MiB
0.27.952.405 I llama_kv_cache: CUDA1 KV buffer size = 64.00 MiB
0.27.952.609 I llama_kv_cache: CUDA2 KV buffer size = 32.00 MiB
0.27.952.809 I llama_kv_cache: CUDA3 KV buffer size = 64.00 MiB
0.27.953.024 I llama_kv_cache: CUDA4 KV buffer size = 32.00 MiB
0.27.953.220 I llama_kv_cache: CUDA5 KV buffer size = 64.00 MiB
0.27.953.441 I llama_kv_cache: CUDA6 KV buffer size = 32.00 MiB
0.27.953.634 I llama_kv_cache: CUDA7 KV buffer size = 32.00 MiB
0.27.953.670 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
0.27.953.676 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128
0.27.953.677 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128
0.27.953.678 I llama_kv_cache_iswa: creating SWA KV cache, size = 512 cells
0.27.953.970 I llama_kv_cache: CUDA0 KV buffer size = 160.00 MiB
0.27.954.238 I llama_kv_cache: CUDA1 KV buffer size = 128.00 MiB
0.27.954.492 I llama_kv_cache: CUDA2 KV buffer size = 160.00 MiB
0.27.954.747 I llama_kv_cache: CUDA3 KV buffer size = 128.00 MiB
0.27.955.002 I llama_kv_cache: CUDA4 KV buffer size = 160.00 MiB
0.27.955.252 I llama_kv_cache: CUDA5 KV buffer size = 128.00 MiB
0.27.955.940 I llama_kv_cache: CUDA6 KV buffer size = 160.00 MiB
0.27.956.195 I llama_kv_cache: CUDA7 KV buffer size = 128.00 MiB
0.27.956.273 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
0.27.956.280 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128
0.27.956.281 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128
0.27.956.383 I llama_context: pipeline parallelism enabled
0.27.956.389 I sched_reserve: reserving ...
0.27.957.725 I sched_reserve: resolving fused Gated Delta Net support:
0.27.958.539 I sched_reserve: fused Gated Delta Net (autoregressive) enabled
0.27.959.161 I sched_reserve: fused Gated Delta Net (chunked) enabled
0.28.049.214 I sched_reserve: CUDA0 compute buffer size = 3073.12 MiB
0.28.049.227 I sched_reserve: CUDA1 compute buffer size = 3073.12 MiB
0.28.049.228 I sched_reserve: CUDA2 compute buffer size = 3073.12 MiB
0.28.049.228 I sched_reserve: CUDA3 compute buffer size = 3073.12 MiB
0.28.049.228 I sched_reserve: CUDA4 compute buffer size = 3073.12 MiB
0.28.049.229 I sched_reserve: CUDA5 compute buffer size = 3073.12 MiB
0.28.049.229 I sched_reserve: CUDA6 compute buffer size = 3073.12 MiB
0.28.049.229 I sched_reserve: CUDA7 compute buffer size = 4861.25 MiB
0.28.049.230 I sched_reserve: CUDA_Host compute buffer size = 321.38 MiB
0.28.049.231 I sched_reserve: graph nodes = 3419
0.28.049.231 I sched_reserve: graph splits = 9
0.28.049.232 I sched_reserve: reserve took 92.84 ms, sched copies = 4
0.28.049.371 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)
0.28.128.855 I
0.28.128.953 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 |
0.29.334.425 I kl_divergence: computing over 561 chunks, n_ctx=512, batch_size=8192, n_seq=16
0.32.044.897 I kl_divergence: 2.71 seconds per pass - ETA 1.58 minutes
chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
1 1.9691 ± 0.1581 0.26309 ± 0.05638 0.28046 ± 0.03302 23.561 ± 1.675 % 81.569 ± 2.433 %
2 2.4769 ± 0.1704 0.24790 ± 0.04611 0.30594 ± 0.02302 22.485 ± 1.126 % 80.000 ± 1.773 %
3 2.0135 ± 0.1060 0.21783 ± 0.03476 0.25142 ± 0.02115 21.129 ± 1.046 % 84.575 ± 1.307 %
4 1.9304 ± 0.0845 0.26793 ± 0.03108 0.28895 ± 0.02124 24.209 ± 1.007 % 84.412 ± 1.136 %
5 1.8128 ± 0.0666 0.25808 ± 0.02623 0.28549 ± 0.01838 24.949 ± 0.898 % 84.941 ± 1.002 %
6 1.7609 ± 0.0572 0.27477 ± 0.02426 0.29924 ± 0.01832 25.901 ± 0.853 % 85.425 ± 0.902 %
7 1.7213 ± 0.0508 0.28021 ± 0.02236 0.29311 ± 0.01677 25.771 ± 0.789 % 86.050 ± 0.820 %
8 1.7108 ± 0.0469 0.29295 ± 0.02138 0.30768 ± 0.01653 26.320 ± 0.744 % 86.078 ± 0.767 %
9 1.6897 ± 0.0433 0.29655 ± 0.02041 0.31408 ± 0.01609 26.578 ± 0.704 % 86.275 ± 0.718 %
10 1.6572 ± 0.0396 0.29329 ± 0.01912 0.30902 ± 0.01516 26.336 ± 0.669 % 86.706 ± 0.672 %
11 1.6883 ± 0.0393 0.30590 ± 0.01855 0.32341 ± 0.01486 26.694 ± 0.641 % 86.239 ± 0.651 %
12 1.7344 ± 0.0394 0.32476 ± 0.01800 0.33713 ± 0.01438 27.208 ± 0.608 % 85.654 ± 0.634 %
13 1.7565 ± 0.0399 0.32915 ± 0.01758 0.33988 ± 0.01378 27.202 ± 0.583 % 85.641 ± 0.609 %
14 1.8204 ± 0.0415 0.32896 ± 0.01708 0.34338 ± 0.01335 26.815 ± 0.558 % 85.154 ± 0.595 %
15 1.8805 ± 0.0426 0.32922 ± 0.01667 0.34949 ± 0.01285 26.902 ± 0.535 % 84.837 ± 0.580 %
16 1.9285 ± 0.0431 0.32158 ± 0.01597 0.34682 ± 0.01239 26.441 ± 0.517 % 84.657 ± 0.564 %
17 2.0577 ± 0.0480 0.31596 ± 0.01558 0.34200 ± 0.01175 25.832 ± 0.500 % 84.521 ± 0.549 %
18 2.1542 ± 0.0507 0.30774 ± 0.01506 0.33898 ± 0.01124 25.454 ± 0.485 % 84.444 ± 0.535 %
19 2.1331 ± 0.0484 0.30478 ± 0.01450 0.33625 ± 0.01093 25.397 ± 0.472 % 84.520 ± 0.520 %
20 2.1165 ± 0.0466 0.30767 ± 0.01417 0.33708 ± 0.01068 25.571 ± 0.461 % 84.647 ± 0.505 %
21 2.1300 ± 0.0457 0.31090 ± 0.01389 0.34095 ± 0.01041 25.637 ± 0.448 % 84.426 ± 0.496 %
22 2.1077 ± 0.0442 0.30740 ± 0.01343 0.33433 ± 0.01006 25.414 ± 0.437 % 84.670 ± 0.481 %
23 2.0711 ± 0.0420 0.30146 ± 0.01295 0.32666 ± 0.00971 25.142 ± 0.428 % 84.979 ± 0.467 %
24 2.0664 ± 0.0409 0.30241 ± 0.01269 0.32625 ± 0.00946 25.072 ± 0.417 % 85.016 ± 0.456 %
25 2.0415 ± 0.0391 0.29734 ± 0.01228 0.31972 ± 0.00913 24.888 ± 0.407 % 85.208 ± 0.445 %
26 2.0313 ± 0.0380 0.29723 ± 0.01199 0.31682 ± 0.00887 24.915 ± 0.399 % 85.354 ± 0.434 %
27 2.0330 ± 0.0373 0.30414 ± 0.01193 0.32235 ± 0.00885 25.216 ± 0.393 % 85.316 ± 0.427 %
28 2.0225 ± 0.0363 0.30227 ± 0.01169 0.32072 ± 0.00863 25.104 ± 0.384 % 85.280 ± 0.419 %
29 2.0273 ± 0.0356 0.30731 ± 0.01154 0.32529 ± 0.00849 25.398 ± 0.377 % 85.030 ± 0.415 %
30 2.0378 ± 0.0353 0.30822 ± 0.01132 0.32532 ± 0.00831 25.358 ± 0.369 % 84.876 ± 0.410 %
31 2.0315 ± 0.0346 0.30573 ± 0.01108 0.32480 ± 0.00815 25.293 ± 0.363 % 84.858 ± 0.403 %
32 2.0217 ± 0.0336 0.30792 ± 0.01088 0.32579 ± 0.00799 25.471 ± 0.356 % 84.755 ± 0.398 %
33 2.0260 ± 0.0330 0.31366 ± 0.01072 0.32972 ± 0.00787 25.691 ± 0.350 % 84.670 ± 0.393 %
34 2.0473 ± 0.0332 0.31709 ± 0.01059 0.33508 ± 0.00783 25.827 ± 0.344 % 84.510 ± 0.389 %
35 2.0600 ± 0.0329 0.32122 ± 0.01045 0.33793 ± 0.00768 25.988 ± 0.337 % 84.359 ± 0.385 %
36 2.0794 ± 0.0332 0.32343 ± 0.01037 0.34196 ± 0.00761 26.131 ± 0.333 % 84.205 ± 0.381 %
37 2.1077 ± 0.0334 0.31708 ± 0.01017 0.33767 ± 0.00743 25.904 ± 0.328 % 84.176 ± 0.376 %
38 2.1451 ± 0.0340 0.31272 ± 0.01001 0.33479 ± 0.00726 25.716 ± 0.323 % 84.056 ± 0.372 %
39 2.1806 ± 0.0345 0.30910 ± 0.00981 0.33060 ± 0.00709 25.493 ± 0.318 % 84.082 ± 0.367 %
40 2.2346 ± 0.0356 0.30542 ± 0.00965 0.32742 ± 0.00694 25.276 ± 0.314 % 84.039 ± 0.363 %
41 2.2747 ± 0.0363 0.30602 ± 0.00953 0.32723 ± 0.00683 25.143 ± 0.309 % 83.931 ± 0.359 %
42 2.2773 ± 0.0358 0.30324 ± 0.00937 0.32491 ± 0.00669 25.038 ± 0.305 % 83.922 ± 0.355 %
43 2.3192 ± 0.0366 0.30102 ± 0.00924 0.32344 ± 0.00656 24.831 ± 0.301 % 83.839 ± 0.352 %
44 2.3366 ± 0.0367 0.29703 ± 0.00908 0.31981 ± 0.00643 24.603 ± 0.297 % 83.966 ± 0.346 %
45 2.3893 ± 0.0374 0.29612 ± 0.00897 0.31909 ± 0.00631 24.415 ± 0.293 % 83.800 ± 0.344 %
46 2.4268 ± 0.0380 0.29067 ± 0.00883 0.31629 ± 0.00620 24.227 ± 0.290 % 83.743 ± 0.341 %
47 2.4331 ± 0.0377 0.29276 ± 0.00883 0.31924 ± 0.00615 24.290 ± 0.286 % 83.605 ± 0.338 %
48 2.4341 ± 0.0374 0.29623 ± 0.00884 0.32228 ± 0.00615 24.413 ± 0.283 % 83.529 ± 0.335 %
49 2.4279 ± 0.0368 0.29640 ± 0.00876 0.32396 ± 0.00609 24.485 ± 0.280 % 83.513 ± 0.332 %
50 2.4167 ± 0.0362 0.29774 ± 0.00866 0.32452 ± 0.00603 24.609 ± 0.278 % 83.576 ± 0.328 %
51 2.4472 ± 0.0366 0.29824 ± 0.00857 0.32554 ± 0.00594 24.525 ± 0.274 % 83.399 ± 0.326 %
52 2.4460 ± 0.0362 0.29872 ± 0.00850 0.32550 ± 0.00586 24.541 ± 0.271 % 83.386 ± 0.323 %
53 2.4819 ± 0.0366 0.30355 ± 0.00845 0.32971 ± 0.00583 24.569 ± 0.268 % 83.167 ± 0.322 %
54 2.4964 ± 0.0365 0.30447 ± 0.00841 0.33191 ± 0.00579 24.590 ± 0.265 % 83.079 ± 0.320 %
55 2.5172 ± 0.0367 0.30567 ± 0.00834 0.33312 ± 0.00572 24.590 ± 0.262 % 83.002 ± 0.317 %
56 2.5352 ± 0.0367 0.30826 ± 0.00828 0.33424 ± 0.00565 24.572 ± 0.259 % 82.920 ± 0.315 %
57 2.5461 ± 0.0366 0.31193 ± 0.00823 0.33638 ± 0.00561 24.630 ± 0.256 % 82.855 ± 0.313 %
58 2.5657 ± 0.0367 0.31653 ± 0.00821 0.33928 ± 0.00558 24.701 ± 0.254 % 82.698 ± 0.311 %
59 2.5699 ± 0.0364 0.31435 ± 0.00812 0.33781 ± 0.00551 24.616 ± 0.252 % 82.665 ± 0.309 %
60 2.5952 ± 0.0367 0.31607 ± 0.00809 0.33970 ± 0.00547 24.634 ± 0.249 % 82.529 ± 0.307 %
61 2.5921 ± 0.0363 0.31740 ± 0.00803 0.34068 ± 0.00543 24.709 ± 0.247 % 82.552 ± 0.304 %
62 2.6307 ± 0.0368 0.31788 ± 0.00797 0.34074 ± 0.00537 24.616 ± 0.245 % 82.467 ± 0.302 %
63 2.6588 ± 0.0373 0.32063 ± 0.00797 0.34293 ± 0.00534 24.592 ± 0.242 % 82.322 ± 0.301 %
64 2.6828 ± 0.0375 0.32229 ± 0.00793 0.34320 ± 0.00528 24.554 ± 0.240 % 82.249 ± 0.299 %
65 2.6865 ± 0.0372 0.32269 ± 0.00787 0.34385 ± 0.00523 24.566 ± 0.238 % 82.160 ± 0.297 %
66 2.6858 ± 0.0368 0.32432 ± 0.00781 0.34507 ± 0.00519 24.607 ± 0.236 % 82.169 ± 0.295 %
67 2.6855 ± 0.0365 0.32556 ± 0.00777 0.34671 ± 0.00516 24.674 ± 0.235 % 82.084 ± 0.293 %
68 2.6971 ± 0.0364 0.32671 ± 0.00772 0.34865 ± 0.00513 24.678 ± 0.233 % 81.984 ± 0.292 %
69 2.7009 ± 0.0363 0.32823 ± 0.00771 0.35114 ± 0.00513 24.766 ± 0.231 % 81.898 ± 0.290 %
70 2.7043 ± 0.0361 0.32906 ± 0.00767 0.35258 ± 0.00510 24.769 ± 0.229 % 81.838 ± 0.289 %
71 2.7029 ± 0.0358 0.33057 ± 0.00763 0.35410 ± 0.00510 24.808 ± 0.228 % 81.823 ± 0.287 %
72 2.7051 ± 0.0356 0.33163 ± 0.00760 0.35461 ± 0.00506 24.814 ± 0.226 % 81.814 ± 0.285 %
73 2.7134 ± 0.0355 0.33049 ± 0.00754 0.35485 ± 0.00503 24.742 ± 0.224 % 81.821 ± 0.283 %
74 2.7271 ± 0.0356 0.32923 ± 0.00749 0.35425 ± 0.00498 24.690 ± 0.222 % 81.791 ± 0.281 %
75 2.7214 ± 0.0353 0.32705 ± 0.00743 0.35313 ± 0.00494 24.626 ± 0.221 % 81.809 ± 0.279 %
76 2.7006 ± 0.0346 0.32593 ± 0.00736 0.35188 ± 0.00490 24.619 ± 0.220 % 81.909 ± 0.277 %
77 2.6928 ± 0.0342 0.32723 ± 0.00731 0.35199 ± 0.00488 24.636 ± 0.218 % 81.935 ± 0.275 %
78 2.6913 ± 0.0339 0.32909 ± 0.00729 0.35425 ± 0.00488 24.767 ± 0.217 % 81.880 ± 0.273 %
79 2.6942 ± 0.0338 0.33241 ± 0.00728 0.35599 ± 0.00487 24.814 ± 0.216 % 81.881 ± 0.271 %
80 2.6956 ± 0.0336 0.33554 ± 0.00726 0.35931 ± 0.00487 24.956 ± 0.215 % 81.775 ± 0.270 %
81 2.6948 ± 0.0334 0.33756 ± 0.00722 0.36117 ± 0.00485 25.051 ± 0.213 % 81.646 ± 0.269 %
82 2.7029 ± 0.0333 0.33911 ± 0.00720 0.36301 ± 0.00482 25.112 ± 0.212 % 81.593 ± 0.268 %
83 2.7109 ± 0.0333 0.34423 ± 0.00722 0.36545 ± 0.00483 25.225 ± 0.211 % 81.526 ± 0.267 %
84 2.7092 ± 0.0331 0.34569 ± 0.00719 0.36766 ± 0.00481 25.295 ± 0.209 % 81.475 ± 0.265 %
85 2.7072 ± 0.0328 0.34775 ± 0.00718 0.36969 ± 0.00481 25.376 ± 0.208 % 81.453 ± 0.264 %
86 2.7132 ± 0.0328 0.34870 ± 0.00714 0.37034 ± 0.00477 25.368 ± 0.207 % 81.450 ± 0.262 %
87 2.7379 ± 0.0330 0.35381 ± 0.00715 0.37437 ± 0.00477 25.438 ± 0.205 % 81.276 ± 0.262 %
88 2.7368 ± 0.0328 0.35680 ± 0.00713 0.37699 ± 0.00478 25.555 ± 0.204 % 81.217 ± 0.261 %
89 2.7440 ± 0.0327 0.35884 ± 0.00711 0.37850 ± 0.00475 25.607 ± 0.203 % 81.124 ± 0.260 %
90 2.7488 ± 0.0326 0.36092 ± 0.00708 0.37960 ± 0.00472 25.626 ± 0.201 % 81.081 ± 0.259 %
91 2.7523 ± 0.0325 0.36426 ± 0.00706 0.38191 ± 0.00472 25.704 ± 0.200 % 81.034 ± 0.257 %
92 2.7509 ± 0.0323 0.36556 ± 0.00703 0.38365 ± 0.00471 25.790 ± 0.199 % 80.959 ± 0.256 %
93 2.7499 ± 0.0321 0.36688 ± 0.00701 0.38526 ± 0.00469 25.835 ± 0.198 % 80.907 ± 0.255 %
94 2.7461 ± 0.0318 0.36837 ± 0.00698 0.38756 ± 0.00469 25.937 ± 0.197 % 80.868 ± 0.254 %
95 2.7492 ± 0.0317 0.36901 ± 0.00696 0.38834 ± 0.00467 25.935 ± 0.196 % 80.842 ± 0.253 %
96 2.7614 ± 0.0318 0.37137 ± 0.00695 0.39074 ± 0.00465 25.970 ± 0.195 % 80.723 ± 0.252 %
97 2.7755 ± 0.0319 0.37085 ± 0.00692 0.39130 ± 0.00462 25.952 ± 0.194 % 80.679 ± 0.251 %
98 2.7775 ± 0.0317 0.37209 ± 0.00689 0.39235 ± 0.00461 25.980 ± 0.193 % 80.632 ± 0.250 %
99 2.7686 ± 0.0314 0.37200 ± 0.00686 0.39246 ± 0.00460 26.001 ± 0.192 % 80.673 ± 0.249 %
100 2.7651 ± 0.0312 0.37186 ± 0.00682 0.39304 ± 0.00458 26.023 ± 0.191 % 80.667 ± 0.247 %
101 2.7638 ± 0.0310 0.37152 ± 0.00679 0.39292 ± 0.00456 26.002 ± 0.190 % 80.679 ± 0.246 %
102 2.7816 ± 0.0312 0.37342 ± 0.00677 0.39427 ± 0.00453 25.999 ± 0.189 % 80.623 ± 0.245 %
103 2.7935 ± 0.0312 0.37515 ± 0.00674 0.39548 ± 0.00451 26.003 ± 0.188 % 80.548 ± 0.244 %
104 2.8185 ± 0.0314 0.37542 ± 0.00670 0.39546 ± 0.00448 25.940 ± 0.187 % 80.490 ± 0.243 %
105 2.8250 ± 0.0314 0.37394 ± 0.00667 0.39452 ± 0.00445 25.898 ± 0.186 % 80.489 ± 0.242 %
106 2.8572 ± 0.0318 0.37288 ± 0.00662 0.39328 ± 0.00442 25.804 ± 0.185 % 80.492 ± 0.241 %
107 2.8799 ± 0.0321 0.36951 ± 0.00657 0.39085 ± 0.00438 25.697 ± 0.184 % 80.487 ± 0.240 %
108 2.8980 ± 0.0322 0.36653 ± 0.00653 0.38928 ± 0.00435 25.624 ± 0.183 % 80.516 ± 0.239 %
109 2.9331 ± 0.0328 0.36471 ± 0.00649 0.38786 ± 0.00431 25.540 ± 0.183 % 80.482 ± 0.238 %
110 2.9629 ± 0.0332 0.36209 ± 0.00644 0.38555 ± 0.00428 25.434 ± 0.182 % 80.499 ± 0.237 %
111 2.9900 ± 0.0335 0.35949 ± 0.00640 0.38375 ± 0.00424 25.343 ± 0.181 % 80.537 ± 0.235 %
112 2.9799 ± 0.0332 0.35912 ± 0.00637 0.38312 ± 0.00422 25.324 ± 0.180 % 80.595 ± 0.234 %
113 2.9848 ± 0.0332 0.35989 ± 0.00636 0.38338 ± 0.00421 25.320 ± 0.179 % 80.583 ± 0.233 %
114 2.9902 ± 0.0331 0.35920 ± 0.00633 0.38333 ± 0.00418 25.293 ± 0.178 % 80.578 ± 0.232 %
115 2.9932 ± 0.0330 0.35954 ± 0.00631 0.38340 ± 0.00416 25.288 ± 0.177 % 80.566 ± 0.231 %
116 3.0034 ± 0.0330 0.35900 ± 0.00627 0.38294 ± 0.00413 25.241 ± 0.177 % 80.541 ± 0.230 %
117 3.0059 ± 0.0329 0.35940 ± 0.00624 0.38282 ± 0.00411 25.231 ± 0.176 % 80.530 ± 0.229 %
118 3.0060 ± 0.0328 0.35893 ± 0.00621 0.38200 ± 0.00409 25.181 ± 0.175 % 80.552 ± 0.228 %
119 2.9996 ± 0.0326 0.35822 ± 0.00618 0.38110 ± 0.00407 25.140 ± 0.174 % 80.583 ± 0.227 %
120 2.9958 ± 0.0324 0.35758 ± 0.00615 0.38032 ± 0.00404 25.109 ± 0.173 % 80.624 ± 0.226 %
121 2.9987 ± 0.0323 0.35706 ± 0.00612 0.37990 ± 0.00402 25.082 ± 0.172 % 80.593 ± 0.225 %
122 2.9917 ± 0.0321 0.35624 ± 0.00609 0.37871 ± 0.00400 25.045 ± 0.172 % 80.649 ± 0.224 %
123 2.9869 ± 0.0318 0.35497 ± 0.00606 0.37839 ± 0.00397 25.013 ± 0.171 % 80.647 ± 0.223 %
124 2.9832 ± 0.0317 0.35553 ± 0.00604 0.37832 ± 0.00396 25.009 ± 0.170 % 80.645 ± 0.222 %
125 2.9754 ± 0.0314 0.35464 ± 0.00602 0.37816 ± 0.00394 25.014 ± 0.169 % 80.653 ± 0.221 %
126 2.9730 ± 0.0312 0.35429 ± 0.00599 0.37755 ± 0.00391 24.986 ± 0.168 % 80.666 ± 0.220 %
127 2.9748 ± 0.0311 0.35475 ± 0.00597 0.37771 ± 0.00389 24.979 ± 0.168 % 80.658 ± 0.219 %
128 2.9693 ± 0.0309 0.35360 ± 0.00594 0.37736 ± 0.00387 24.980 ± 0.167 % 80.677 ± 0.219 %
129 2.9734 ± 0.0308 0.35355 ± 0.00593 0.37823 ± 0.00386 24.976 ± 0.166 % 80.611 ± 0.218 %
130 2.9767 ± 0.0308 0.35435 ± 0.00592 0.37906 ± 0.00385 24.994 ± 0.165 % 80.588 ± 0.217 %
131 2.9775 ± 0.0307 0.35444 ± 0.00590 0.37892 ± 0.00383 24.974 ± 0.165 % 80.611 ± 0.216 %
132 2.9787 ± 0.0306 0.35420 ± 0.00587 0.37823 ± 0.00381 24.936 ± 0.164 % 80.645 ± 0.215 %
133 2.9878 ± 0.0306 0.35244 ± 0.00584 0.37658 ± 0.00379 24.868 ± 0.163 % 80.675 ± 0.214 %
134 2.9932 ± 0.0305 0.35173 ± 0.00582 0.37604 ± 0.00377 24.832 ± 0.163 % 80.682 ± 0.214 %
135 2.9915 ± 0.0304 0.35223 ± 0.00580 0.37627 ± 0.00376 24.828 ± 0.162 % 80.712 ± 0.213 %
136 2.9887 ± 0.0302 0.35286 ± 0.00578 0.37703 ± 0.00375 24.870 ± 0.161 % 80.701 ± 0.212 %
137 2.9864 ± 0.0301 0.35339 ± 0.00576 0.37760 ± 0.00374 24.912 ± 0.161 % 80.693 ± 0.211 %
138 2.9825 ± 0.0299 0.35364 ± 0.00574 0.37775 ± 0.00373 24.928 ± 0.161 % 80.673 ± 0.210 %
139 2.9800 ± 0.0297 0.35357 ± 0.00571 0.37794 ± 0.00371 24.930 ± 0.160 % 80.686 ± 0.210 %
140 2.9754 ± 0.0296 0.35253 ± 0.00568 0.37690 ± 0.00369 24.898 ± 0.159 % 80.711 ± 0.209 %
141 2.9722 ± 0.0294 0.35143 ± 0.00565 0.37557 ± 0.00367 24.850 ± 0.158 % 80.740 ± 0.208 %
142 2.9670 ± 0.0292 0.34980 ± 0.00562 0.37434 ± 0.00365 24.802 ± 0.158 % 80.784 ± 0.207 %
143 2.9667 ± 0.0291 0.34866 ± 0.00559 0.37287 ± 0.00363 24.741 ± 0.157 % 80.814 ± 0.206 %
144 2.9639 ± 0.0289 0.34739 ± 0.00556 0.37114 ± 0.00360 24.678 ± 0.157 % 80.869 ± 0.205 %
145 2.9525 ± 0.0287 0.34635 ± 0.00553 0.37039 ± 0.00359 24.671 ± 0.156 % 80.920 ± 0.204 %
146 2.9453 ± 0.0285 0.34612 ± 0.00551 0.37007 ± 0.00358 24.672 ± 0.156 % 80.929 ± 0.204 %
147 2.9411 ± 0.0283 0.34590 ± 0.00549 0.37032 ± 0.00357 24.698 ± 0.155 % 80.918 ± 0.203 %
148 2.9358 ± 0.0281 0.34598 ± 0.00547 0.37006 ± 0.00356 24.705 ± 0.155 % 80.964 ± 0.202 %
149 2.9334 ± 0.0280 0.34601 ± 0.00546 0.37005 ± 0.00355 24.715 ± 0.154 % 80.966 ± 0.201 %
150 2.9246 ± 0.0278 0.34528 ± 0.00544 0.36932 ± 0.00353 24.703 ± 0.154 % 80.993 ± 0.201 %
151 2.9180 ± 0.0276 0.34564 ± 0.00542 0.36949 ± 0.00353 24.735 ± 0.153 % 81.005 ± 0.200 %
152 2.9136 ± 0.0274 0.34537 ± 0.00540 0.36896 ± 0.00351 24.720 ± 0.153 % 81.055 ± 0.199 %
153 2.9070 ± 0.0273 0.34454 ± 0.00538 0.36831 ± 0.00350 24.692 ± 0.152 % 81.097 ± 0.198 %
154 2.9044 ± 0.0271 0.34429 ± 0.00537 0.36847 ± 0.00349 24.696 ± 0.152 % 81.087 ± 0.198 %
155 2.9045 ± 0.0270 0.34485 ± 0.00535 0.36896 ± 0.00348 24.705 ± 0.151 % 81.052 ± 0.197 %
156 2.9009 ± 0.0269 0.34465 ± 0.00534 0.36877 ± 0.00346 24.695 ± 0.150 % 81.051 ± 0.196 %
157 2.9025 ± 0.0268 0.34534 ± 0.00532 0.36907 ± 0.00345 24.718 ± 0.150 % 81.029 ± 0.196 %
158 2.9025 ± 0.0267 0.34570 ± 0.00531 0.36904 ± 0.00344 24.718 ± 0.149 % 81.013 ± 0.195 %
159 2.9005 ± 0.0266 0.34515 ± 0.00529 0.36914 ± 0.00343 24.708 ± 0.149 % 81.014 ± 0.195 %
160 2.9020 ± 0.0266 0.34654 ± 0.00528 0.36958 ± 0.00342 24.718 ± 0.148 % 81.000 ± 0.194 %
161 2.9116 ± 0.0266 0.34523 ± 0.00525 0.36849 ± 0.00340 24.667 ± 0.148 % 81.008 ± 0.194 %
162 2.9224 ± 0.0267 0.34392 ± 0.00523 0.36741 ± 0.00338 24.615 ± 0.147 % 81.005 ± 0.193 %
163 2.9271 ± 0.0267 0.34392 ± 0.00522 0.36787 ± 0.00338 24.616 ± 0.147 % 80.994 ± 0.192 %
164 2.9358 ± 0.0267 0.34429 ± 0.00521 0.36913 ± 0.00337 24.632 ± 0.146 % 80.933 ± 0.192 %
165 2.9485 ± 0.0268 0.34571 ± 0.00520 0.36974 ± 0.00336 24.636 ± 0.146 % 80.865 ± 0.192 %
166 2.9625 ± 0.0269 0.34578 ± 0.00518 0.37020 ± 0.00334 24.625 ± 0.145 % 80.806 ± 0.191 %
167 2.9678 ± 0.0269 0.34641 ± 0.00518 0.37149 ± 0.00334 24.661 ± 0.145 % 80.737 ± 0.191 %
168 2.9859 ± 0.0271 0.34625 ± 0.00516 0.37130 ± 0.00332 24.623 ± 0.144 % 80.689 ± 0.191 %
169 2.9990 ± 0.0272 0.34697 ± 0.00514 0.37207 ± 0.00331 24.614 ± 0.144 % 80.615 ± 0.190 %
170 3.0180 ± 0.0274 0.34769 ± 0.00514 0.37326 ± 0.00331 24.608 ± 0.144 % 80.551 ± 0.190 %
171 3.0294 ± 0.0274 0.34814 ± 0.00513 0.37360 ± 0.00330 24.591 ± 0.143 % 80.486 ± 0.190 %
172 3.0270 ± 0.0273 0.34871 ± 0.00512 0.37398 ± 0.00329 24.613 ± 0.143 % 80.479 ± 0.189 %
173 3.0177 ± 0.0271 0.34856 ± 0.00510 0.37381 ± 0.00328 24.639 ± 0.142 % 80.492 ± 0.189 %
174 3.0263 ± 0.0271 0.34970 ± 0.00509 0.37536 ± 0.00328 24.672 ± 0.142 % 80.426 ± 0.188 %
175 3.0302 ± 0.0271 0.34979 ± 0.00508 0.37541 ± 0.00327 24.665 ± 0.141 % 80.421 ± 0.188 %
176 3.0330 ± 0.0271 0.34999 ± 0.00507 0.37581 ± 0.00326 24.677 ± 0.141 % 80.401 ± 0.187 %
177 3.0336 ± 0.0270 0.34999 ± 0.00505 0.37617 ± 0.00325 24.683 ± 0.140 % 80.392 ± 0.187 %
178 3.0365 ± 0.0270 0.35090 ± 0.00505 0.37687 ± 0.00325 24.694 ± 0.140 % 80.366 ± 0.186 %
179 3.0403 ± 0.0270 0.35136 ± 0.00504 0.37777 ± 0.00325 24.682 ± 0.139 % 80.351 ± 0.186 %
180 3.0417 ± 0.0269 0.35077 ± 0.00502 0.37738 ± 0.00323 24.651 ± 0.139 % 80.353 ± 0.185 %
181 3.0544 ± 0.0270 0.34941 ± 0.00500 0.37621 ± 0.00322 24.601 ± 0.139 % 80.364 ± 0.185 %
182 3.0672 ± 0.0271 0.34833 ± 0.00498 0.37519 ± 0.00320 24.550 ± 0.138 % 80.379 ± 0.184 %
183 3.0817 ± 0.0273 0.34720 ± 0.00496 0.37418 ± 0.00319 24.492 ± 0.138 % 80.394 ± 0.184 %
184 3.0969 ± 0.0274 0.34595 ± 0.00494 0.37319 ± 0.00317 24.440 ± 0.137 % 80.420 ± 0.183 %
185 3.1074 ± 0.0275 0.34500 ± 0.00492 0.37205 ± 0.00316 24.392 ± 0.137 % 80.454 ± 0.183 %
186 3.1225 ± 0.0276 0.34371 ± 0.00489 0.37100 ± 0.00314 24.340 ± 0.137 % 80.455 ± 0.182 %
187 3.1407 ± 0.0277 0.34270 ± 0.00487 0.36983 ± 0.00313 24.290 ± 0.136 % 80.461 ± 0.182 %
188 3.1558 ± 0.0279 0.34154 ± 0.00485 0.36866 ± 0.00311 24.236 ± 0.136 % 80.494 ± 0.181 %
189 3.1612 ± 0.0279 0.34051 ± 0.00483 0.36779 ± 0.00310 24.197 ± 0.136 % 80.502 ± 0.180 %
190 3.1595 ± 0.0278 0.33977 ± 0.00481 0.36695 ± 0.00308 24.167 ± 0.135 % 80.516 ± 0.180 %
191 3.1613 ± 0.0277 0.33908 ± 0.00479 0.36645 ± 0.00307 24.146 ± 0.135 % 80.524 ± 0.179 %
192 3.1628 ± 0.0276 0.33816 ± 0.00478 0.36570 ± 0.00306 24.112 ± 0.134 % 80.541 ± 0.179 %
193 3.1623 ± 0.0276 0.33834 ± 0.00477 0.36576 ± 0.00305 24.109 ± 0.134 % 80.530 ± 0.178 %
194 3.1690 ± 0.0276 0.33915 ± 0.00476 0.36640 ± 0.00304 24.121 ± 0.134 % 80.524 ± 0.178 %
195 3.1700 ± 0.0275 0.33958 ± 0.00475 0.36664 ± 0.00304 24.129 ± 0.133 % 80.515 ± 0.178 %
196 3.1758 ± 0.0275 0.33919 ± 0.00474 0.36641 ± 0.00303 24.114 ± 0.133 % 80.504 ± 0.177 %
197 3.1829 ± 0.0275 0.33901 ± 0.00472 0.36579 ± 0.00302 24.084 ± 0.132 % 80.502 ± 0.177 %
198 3.1849 ± 0.0275 0.33849 ± 0.00471 0.36517 ± 0.00301 24.055 ± 0.132 % 80.515 ± 0.176 %
199 3.1841 ± 0.0274 0.33836 ± 0.00469 0.36486 ± 0.00300 24.045 ± 0.132 % 80.520 ± 0.176 %
200 3.1791 ± 0.0273 0.33693 ± 0.00467 0.36363 ± 0.00298 24.004 ± 0.131 % 80.551 ± 0.175 %
201 3.1905 ± 0.0274 0.33588 ± 0.00466 0.36300 ± 0.00297 23.970 ± 0.131 % 80.550 ± 0.175 %
202 3.1817 ± 0.0272 0.33557 ± 0.00464 0.36252 ± 0.00296 23.960 ± 0.131 % 80.582 ± 0.174 %
203 3.1812 ± 0.0271 0.33530 ± 0.00463 0.36222 ± 0.00295 23.940 ± 0.130 % 80.601 ± 0.174 %
204 3.1809 ± 0.0270 0.33511 ± 0.00462 0.36195 ± 0.00294 23.930 ± 0.130 % 80.592 ± 0.173 %
205 3.1816 ± 0.0270 0.33481 ± 0.00460 0.36184 ± 0.00293 23.920 ± 0.129 % 80.604 ± 0.173 %
206 3.1814 ± 0.0269 0.33445 ± 0.00459 0.36138 ± 0.00292 23.897 ± 0.129 % 80.609 ± 0.173 %
207 3.1846 ± 0.0269 0.33522 ± 0.00458 0.36176 ± 0.00292 23.908 ± 0.129 % 80.593 ± 0.172 %
208 3.1860 ± 0.0268 0.33443 ± 0.00457 0.36193 ± 0.00291 23.906 ± 0.129 % 80.560 ± 0.172 %
209 3.1886 ± 0.0268 0.33412 ± 0.00456 0.36212 ± 0.00290 23.890 ± 0.128 % 80.542 ± 0.171 %
210 3.1855 ± 0.0267 0.33356 ± 0.00455 0.36161 ± 0.00289 23.878 ± 0.128 % 80.555 ± 0.171 %
211 3.1795 ± 0.0266 0.33285 ± 0.00453 0.36076 ± 0.00288 23.850 ± 0.127 % 80.587 ± 0.171 %
212 3.1785 ± 0.0265 0.33262 ± 0.00452 0.36085 ± 0.00287 23.853 ± 0.127 % 80.573 ± 0.170 %
213 3.1788 ± 0.0264 0.33268 ± 0.00451 0.36096 ± 0.00286 23.857 ± 0.127 % 80.552 ± 0.170 %
214 3.1774 ± 0.0263 0.33282 ± 0.00450 0.36096 ± 0.00286 23.854 ± 0.126 % 80.544 ± 0.169 %
215 3.1732 ± 0.0262 0.33305 ± 0.00449 0.36124 ± 0.00285 23.869 ± 0.126 % 80.545 ± 0.169 %
216 3.1710 ± 0.0261 0.33254 ± 0.00447 0.36086 ± 0.00284 23.855 ± 0.126 % 80.545 ± 0.169 %
217 3.1652 ± 0.0260 0.33262 ± 0.00446 0.36078 ± 0.00284 23.864 ± 0.126 % 80.549 ± 0.168 %
218 3.1602 ± 0.0259 0.33186 ± 0.00445 0.36031 ± 0.00283 23.848 ± 0.125 % 80.572 ± 0.168 %
219 3.1591 ± 0.0258 0.33124 ± 0.00443 0.35976 ± 0.00282 23.822 ± 0.125 % 80.586 ± 0.167 %
220 3.1570 ± 0.0257 0.33091 ± 0.00442 0.35925 ± 0.00281 23.806 ± 0.125 % 80.601 ± 0.167 %
221 3.1554 ± 0.0256 0.33020 ± 0.00441 0.35884 ± 0.00280 23.782 ± 0.124 % 80.600 ± 0.167 %
222 3.1490 ± 0.0255 0.32987 ± 0.00439 0.35823 ± 0.00279 23.760 ± 0.124 % 80.638 ± 0.166 %
223 3.1477 ± 0.0254 0.33013 ± 0.00438 0.35867 ± 0.00279 23.778 ± 0.124 % 80.633 ± 0.166 %
224 3.1509 ± 0.0254 0.32975 ± 0.00437 0.35826 ± 0.00278 23.752 ± 0.124 % 80.616 ± 0.165 %
225 3.1493 ± 0.0253 0.32907 ± 0.00436 0.35776 ± 0.00277 23.727 ± 0.123 % 80.622 ± 0.165 %
226 3.1427 ± 0.0252 0.32850 ± 0.00434 0.35709 ± 0.00276 23.703 ± 0.123 % 80.665 ± 0.165 %
227 3.1433 ± 0.0251 0.32792 ± 0.00433 0.35658 ± 0.00275 23.684 ± 0.123 % 80.682 ± 0.164 %
228 3.1439 ± 0.0251 0.32722 ± 0.00432 0.35623 ± 0.00274 23.667 ± 0.122 % 80.683 ± 0.164 %
229 3.1460 ± 0.0251 0.32710 ± 0.00431 0.35584 ± 0.00273 23.649 ± 0.122 % 80.692 ± 0.163 %
230 3.1520 ± 0.0251 0.32596 ± 0.00429 0.35495 ± 0.00272 23.608 ± 0.122 % 80.711 ± 0.163 %
231 3.1582 ± 0.0251 0.32503 ± 0.00428 0.35396 ± 0.00271 23.566 ± 0.122 % 80.745 ± 0.162 %
232 3.1550 ± 0.0250 0.32468 ± 0.00427 0.35383 ± 0.00271 23.573 ± 0.121 % 80.759 ± 0.162 %
233 3.1529 ± 0.0249 0.32492 ± 0.00426 0.35410 ± 0.00271 23.578 ± 0.121 % 80.751 ± 0.162 %
234 3.1532 ± 0.0249 0.32510 ± 0.00425 0.35465 ± 0.00270 23.602 ± 0.121 % 80.729 ± 0.161 %
235 3.1564 ± 0.0248 0.32594 ± 0.00425 0.35537 ± 0.00270 23.624 ± 0.121 % 80.699 ± 0.161 %
236 3.1611 ± 0.0248 0.32634 ± 0.00424 0.35593 ± 0.00269 23.637 ± 0.120 % 80.675 ± 0.161 %
237 3.1683 ± 0.0249 0.32671 ± 0.00424 0.35621 ± 0.00268 23.633 ± 0.120 % 80.654 ± 0.161 %
238 3.1743 ± 0.0249 0.32691 ± 0.00423 0.35658 ± 0.00268 23.629 ± 0.120 % 80.621 ± 0.160 %
239 3.1839 ± 0.0250 0.32678 ± 0.00422 0.35640 ± 0.00267 23.609 ± 0.119 % 80.619 ± 0.160 %
240 3.1912 ± 0.0250 0.32662 ± 0.00421 0.35621 ± 0.00266 23.591 ± 0.119 % 80.600 ± 0.160 %
241 3.2007 ± 0.0250 0.32648 ± 0.00420 0.35595 ± 0.00266 23.566 ± 0.119 % 80.568 ± 0.160 %
242 3.2103 ± 0.0251 0.32656 ± 0.00419 0.35590 ± 0.00265 23.552 ± 0.118 % 80.549 ± 0.159 %
243 3.2196 ± 0.0252 0.32683 ± 0.00418 0.35596 ± 0.00264 23.532 ± 0.118 % 80.529 ± 0.159 %
244 3.2255 ± 0.0252 0.32659 ± 0.00417 0.35574 ± 0.00263 23.514 ± 0.118 % 80.522 ± 0.159 %
245 3.2371 ± 0.0253 0.32628 ± 0.00416 0.35567 ± 0.00263 23.492 ± 0.118 % 80.490 ± 0.159 %
246 3.2446 ± 0.0253 0.32651 ± 0.00416 0.35567 ± 0.00262 23.486 ± 0.117 % 80.488 ± 0.158 %
247 3.2423 ± 0.0252 0.32584 ± 0.00414 0.35517 ± 0.00261 23.466 ± 0.117 % 80.500 ± 0.158 %
248 3.2376 ± 0.0251 0.32512 ± 0.00413 0.35460 ± 0.00260 23.450 ± 0.117 % 80.519 ± 0.157 %
249 3.2345 ± 0.0250 0.32418 ± 0.00412 0.35427 ± 0.00259 23.445 ± 0.117 % 80.518 ± 0.157 %
250 3.2277 ± 0.0249 0.32341 ± 0.00411 0.35345 ± 0.00259 23.421 ± 0.116 % 80.565 ± 0.157 %
251 3.2244 ± 0.0248 0.32293 ± 0.00410 0.35334 ± 0.00258 23.416 ± 0.116 % 80.572 ± 0.156 %
252 3.2271 ± 0.0248 0.32216 ± 0.00409 0.35289 ± 0.00257 23.392 ± 0.116 % 80.579 ± 0.156 %
253 3.2319 ± 0.0248 0.32147 ± 0.00407 0.35221 ± 0.00256 23.357 ± 0.116 % 80.580 ± 0.156 %
254 3.2389 ± 0.0248 0.32085 ± 0.00406 0.35163 ± 0.00255 23.326 ± 0.115 % 80.560 ± 0.155 %
255 3.2417 ± 0.0248 0.32077 ± 0.00406 0.35129 ± 0.00255 23.313 ± 0.115 % 80.555 ± 0.155 %
256 3.2441 ± 0.0248 0.32094 ± 0.00405 0.35125 ± 0.00254 23.304 ± 0.115 % 80.550 ± 0.155 %
257 3.2467 ± 0.0248 0.32095 ± 0.00404 0.35097 ± 0.00253 23.292 ± 0.115 % 80.549 ± 0.155 %
258 3.2466 ± 0.0247 0.32082 ± 0.00403 0.35098 ± 0.00253 23.289 ± 0.114 % 80.552 ± 0.154 %
259 3.2450 ± 0.0246 0.32063 ± 0.00402 0.35083 ± 0.00252 23.281 ± 0.114 % 80.556 ± 0.154 %
260 3.2443 ± 0.0246 0.32006 ± 0.00401 0.35073 ± 0.00251 23.270 ± 0.114 % 80.552 ± 0.154 %
261 3.2439 ± 0.0245 0.31992 ± 0.00401 0.35055 ± 0.00251 23.263 ± 0.113 % 80.544 ± 0.153 %
262 3.2414 ± 0.0245 0.31918 ± 0.00400 0.34993 ± 0.00250 23.238 ± 0.113 % 80.573 ± 0.153 %
263 3.2426 ± 0.0244 0.31928 ± 0.00399 0.35010 ± 0.00249 23.241 ± 0.113 % 80.559 ± 0.153 %
264 3.2409 ± 0.0243 0.31928 ± 0.00398 0.35025 ± 0.00249 23.241 ± 0.113 % 80.560 ± 0.153 %
265 3.2394 ± 0.0243 0.31890 ± 0.00397 0.34972 ± 0.00248 23.223 ± 0.113 % 80.568 ± 0.152 %
266 3.2413 ± 0.0243 0.31896 ± 0.00397 0.35017 ± 0.00248 23.236 ± 0.112 % 80.531 ± 0.152 %
267 3.2421 ± 0.0242 0.31855 ± 0.00396 0.35022 ± 0.00247 23.228 ± 0.112 % 80.532 ± 0.152 %
268 3.2451 ± 0.0242 0.31858 ± 0.00395 0.35020 ± 0.00246 23.224 ± 0.112 % 80.522 ± 0.151 %
269 3.2475 ± 0.0242 0.31833 ± 0.00394 0.34981 ± 0.00246 23.210 ± 0.112 % 80.531 ± 0.151 %
270 3.2452 ± 0.0241 0.31798 ± 0.00394 0.34951 ± 0.00245 23.202 ± 0.111 % 80.543 ± 0.151 %
271 3.2447 ± 0.0241 0.31680 ± 0.00393 0.34897 ± 0.00244 23.175 ± 0.111 % 80.566 ± 0.151 %
272 3.2389 ± 0.0240 0.31588 ± 0.00392 0.34836 ± 0.00244 23.149 ± 0.111 % 80.590 ± 0.150 %
273 3.2373 ± 0.0239 0.31597 ± 0.00391 0.34865 ± 0.00244 23.169 ± 0.111 % 80.580 ± 0.150 %
274 3.2333 ± 0.0238 0.31597 ± 0.00391 0.34894 ± 0.00243 23.181 ± 0.111 % 80.571 ± 0.150 %
275 3.2330 ± 0.0238 0.31572 ± 0.00390 0.34872 ± 0.00243 23.175 ± 0.110 % 80.572 ± 0.149 %
276 3.2282 ± 0.0237 0.31610 ± 0.00389 0.34887 ± 0.00243 23.190 ± 0.110 % 80.587 ± 0.149 %
277 3.2296 ± 0.0237 0.31538 ± 0.00388 0.34836 ± 0.00242 23.165 ± 0.110 % 80.596 ± 0.149 %
278 3.2381 ± 0.0237 0.31478 ± 0.00387 0.34793 ± 0.00241 23.138 ± 0.110 % 80.592 ± 0.149 %
279 3.2460 ± 0.0238 0.31403 ± 0.00386 0.34733 ± 0.00240 23.110 ± 0.110 % 80.596 ± 0.148 %
280 3.2522 ± 0.0238 0.31320 ± 0.00385 0.34691 ± 0.00240 23.088 ± 0.109 % 80.606 ± 0.148 %
281 3.2553 ± 0.0238 0.31281 ± 0.00384 0.34659 ± 0.00239 23.076 ± 0.109 % 80.607 ± 0.148 %
282 3.2570 ± 0.0238 0.31288 ± 0.00384 0.34653 ± 0.00239 23.071 ± 0.109 % 80.601 ± 0.147 %
283 3.2635 ± 0.0238 0.31310 ± 0.00383 0.34643 ± 0.00238 23.053 ± 0.109 % 80.603 ± 0.147 %
284 3.2678 ± 0.0238 0.31280 ± 0.00382 0.34596 ± 0.00237 23.036 ± 0.109 % 80.606 ± 0.147 %
285 3.2789 ± 0.0239 0.31255 ± 0.00381 0.34569 ± 0.00237 23.014 ± 0.108 % 80.588 ± 0.147 %
286 3.2777 ± 0.0238 0.31211 ± 0.00380 0.34516 ± 0.00236 22.997 ± 0.108 % 80.614 ± 0.146 %
287 3.2803 ± 0.0238 0.31168 ± 0.00380 0.34472 ± 0.00235 22.971 ± 0.108 % 80.609 ± 0.146 %
288 3.2847 ± 0.0238 0.31086 ± 0.00379 0.34423 ± 0.00235 22.945 ± 0.108 % 80.605 ± 0.146 %
289 3.2856 ± 0.0237 0.31050 ± 0.00378 0.34377 ± 0.00234 22.922 ± 0.108 % 80.615 ± 0.146 %
290 3.2835 ± 0.0237 0.31064 ± 0.00377 0.34377 ± 0.00233 22.926 ± 0.107 % 80.622 ± 0.145 %
291 3.2845 ± 0.0237 0.31060 ± 0.00376 0.34411 ± 0.00233 22.937 ± 0.107 % 80.615 ± 0.145 %
292 3.2958 ± 0.0237 0.31060 ± 0.00376 0.34394 ± 0.00233 22.915 ± 0.107 % 80.614 ± 0.145 %
293 3.3002 ± 0.0237 0.31070 ± 0.00375 0.34391 ± 0.00232 22.906 ± 0.107 % 80.602 ± 0.145 %
294 3.3027 ± 0.0237 0.31058 ± 0.00374 0.34383 ± 0.00232 22.898 ± 0.106 % 80.587 ± 0.144 %
295 3.3058 ± 0.0237 0.31061 ± 0.00373 0.34377 ± 0.00231 22.890 ± 0.106 % 80.569 ± 0.144 %
296 3.3087 ± 0.0237 0.31023 ± 0.00373 0.34377 ± 0.00230 22.878 ± 0.106 % 80.563 ± 0.144 %
297 3.3089 ± 0.0237 0.31010 ± 0.00372 0.34365 ± 0.00230 22.871 ± 0.106 % 80.568 ± 0.144 %
298 3.3116 ± 0.0236 0.30994 ± 0.00371 0.34348 ± 0.00229 22.862 ± 0.106 % 80.557 ± 0.144 %
299 3.3146 ± 0.0236 0.31051 ± 0.00371 0.34402 ± 0.00229 22.874 ± 0.105 % 80.529 ± 0.143 %
300 3.3160 ± 0.0236 0.31053 ± 0.00370 0.34406 ± 0.00229 22.869 ± 0.105 % 80.515 ± 0.143 %
301 3.3182 ± 0.0236 0.31038 ± 0.00370 0.34397 ± 0.00228 22.861 ± 0.105 % 80.504 ± 0.143 %
302 3.3216 ± 0.0236 0.31080 ± 0.00369 0.34401 ± 0.00228 22.860 ± 0.105 % 80.488 ± 0.143 %
303 3.3226 ± 0.0235 0.31089 ± 0.00368 0.34380 ± 0.00227 22.847 ± 0.105 % 80.485 ± 0.143 %
304 3.3218 ± 0.0235 0.31060 ± 0.00368 0.34357 ± 0.00227 22.842 ± 0.104 % 80.489 ± 0.142 %
305 3.3311 ± 0.0236 0.31015 ± 0.00367 0.34330 ± 0.00226 22.821 ± 0.104 % 80.477 ± 0.142 %
306 3.3351 ± 0.0236 0.30983 ± 0.00366 0.34284 ± 0.00225 22.798 ± 0.104 % 80.487 ± 0.142 %
307 3.3444 ± 0.0236 0.30919 ± 0.00365 0.34224 ± 0.00225 22.769 ± 0.104 % 80.491 ± 0.142 %
308 3.3371 ± 0.0235 0.30914 ± 0.00365 0.34200 ± 0.00224 22.777 ± 0.104 % 80.509 ± 0.141 %
309 3.3352 ± 0.0234 0.30961 ± 0.00364 0.34225 ± 0.00224 22.799 ± 0.104 % 80.499 ± 0.141 %
310 3.3289 ± 0.0233 0.30969 ± 0.00363 0.34225 ± 0.00224 22.814 ± 0.103 % 80.503 ± 0.141 %
311 3.3285 ± 0.0233 0.30982 ± 0.00363 0.34265 ± 0.00224 22.832 ± 0.103 % 80.487 ± 0.141 %
312 3.3273 ± 0.0232 0.31059 ± 0.00363 0.34302 ± 0.00223 22.857 ± 0.103 % 80.479 ± 0.141 %
313 3.3257 ± 0.0232 0.31104 ± 0.00362 0.34323 ± 0.00223 22.870 ± 0.103 % 80.485 ± 0.140 %
314 3.3230 ± 0.0231 0.31099 ± 0.00362 0.34341 ± 0.00223 22.870 ± 0.103 % 80.482 ± 0.140 %
315 3.3224 ± 0.0231 0.31094 ± 0.00361 0.34342 ± 0.00222 22.874 ± 0.102 % 80.482 ± 0.140 %
316 3.3224 ± 0.0231 0.31100 ± 0.00361 0.34343 ± 0.00222 22.865 ± 0.102 % 80.493 ± 0.140 %
317 3.3197 ± 0.0230 0.31113 ± 0.00360 0.34350 ± 0.00222 22.868 ± 0.102 % 80.485 ± 0.139 %
318 3.3165 ± 0.0229 0.31103 ± 0.00359 0.34336 ± 0.00221 22.861 ± 0.102 % 80.507 ± 0.139 %
319 3.3151 ± 0.0229 0.31104 ± 0.00359 0.34336 ± 0.00221 22.860 ± 0.102 % 80.511 ± 0.139 %
320 3.3170 ± 0.0229 0.31151 ± 0.00358 0.34385 ± 0.00221 22.871 ± 0.102 % 80.495 ± 0.139 %
321 3.3145 ± 0.0228 0.31197 ± 0.00358 0.34398 ± 0.00220 22.878 ± 0.101 % 80.497 ± 0.138 %
322 3.3148 ± 0.0228 0.31192 ± 0.00357 0.34380 ± 0.00220 22.867 ± 0.101 % 80.502 ± 0.138 %
323 3.3166 ± 0.0227 0.31210 ± 0.00357 0.34419 ± 0.00220 22.876 ± 0.101 % 80.478 ± 0.138 %
324 3.3125 ± 0.0227 0.31197 ± 0.00356 0.34414 ± 0.00219 22.873 ± 0.101 % 80.481 ± 0.138 %
325 3.3105 ± 0.0226 0.31218 ± 0.00356 0.34435 ± 0.00219 22.879 ± 0.101 % 80.480 ± 0.138 %
326 3.3064 ± 0.0226 0.31233 ± 0.00355 0.34429 ± 0.00219 22.886 ± 0.101 % 80.497 ± 0.137 %
327 3.3023 ± 0.0225 0.31219 ± 0.00354 0.34411 ± 0.00218 22.884 ± 0.100 % 80.516 ± 0.137 %
328 3.3023 ± 0.0225 0.31183 ± 0.00354 0.34380 ± 0.00218 22.872 ± 0.100 % 80.531 ± 0.137 %
329 3.3024 ± 0.0224 0.31192 ± 0.00353 0.34394 ± 0.00218 22.872 ± 0.100 % 80.532 ± 0.137 %
330 3.3054 ± 0.0224 0.31139 ± 0.00352 0.34388 ± 0.00217 22.854 ± 0.100 % 80.524 ± 0.137 %
331 3.3069 ± 0.0224 0.31143 ± 0.00352 0.34387 ± 0.00217 22.849 ± 0.100 % 80.518 ± 0.136 %
332 3.3105 ± 0.0224 0.31114 ± 0.00351 0.34348 ± 0.00216 22.830 ± 0.100 % 80.527 ± 0.136 %
333 3.3093 ± 0.0224 0.31104 ± 0.00351 0.34380 ± 0.00216 22.851 ± 0.099 % 80.516 ± 0.136 %
334 3.3082 ± 0.0223 0.31077 ± 0.00350 0.34366 ± 0.00216 22.841 ± 0.099 % 80.499 ± 0.136 %
335 3.3078 ± 0.0223 0.31046 ± 0.00350 0.34340 ± 0.00215 22.831 ± 0.099 % 80.486 ± 0.136 %
336 3.3078 ± 0.0222 0.31031 ± 0.00349 0.34307 ± 0.00215 22.818 ± 0.099 % 80.476 ± 0.135 %
337 3.3093 ± 0.0222 0.31025 ± 0.00348 0.34290 ± 0.00214 22.808 ± 0.099 % 80.468 ± 0.135 %
338 3.3098 ± 0.0222 0.31014 ± 0.00348 0.34281 ± 0.00214 22.799 ± 0.099 % 80.470 ± 0.135 %
339 3.3114 ± 0.0221 0.31007 ± 0.00347 0.34266 ± 0.00213 22.790 ± 0.098 % 80.463 ± 0.135 %
340 3.3140 ± 0.0221 0.30982 ± 0.00347 0.34259 ± 0.00213 22.780 ± 0.098 % 80.465 ± 0.135 %
341 3.3192 ± 0.0221 0.30988 ± 0.00346 0.34255 ± 0.00212 22.766 ± 0.098 % 80.450 ± 0.134 %
342 3.3256 ± 0.0222 0.30981 ± 0.00346 0.34238 ± 0.00212 22.755 ± 0.098 % 80.438 ± 0.134 %
343 3.3320 ± 0.0222 0.30952 ± 0.00345 0.34221 ± 0.00211 22.740 ± 0.098 % 80.433 ± 0.134 %
344 3.3349 ± 0.0222 0.30923 ± 0.00344 0.34197 ± 0.00211 22.729 ± 0.097 % 80.424 ± 0.134 %
345 3.3350 ± 0.0222 0.30975 ± 0.00344 0.34244 ± 0.00211 22.741 ± 0.097 % 80.419 ± 0.134 %
346 3.3318 ± 0.0221 0.30994 ± 0.00344 0.34272 ± 0.00211 22.767 ± 0.097 % 80.416 ± 0.134 %
347 3.3333 ± 0.0221 0.31002 ± 0.00343 0.34289 ± 0.00210 22.769 ± 0.097 % 80.399 ± 0.133 %
348 3.3316 ± 0.0220 0.30992 ± 0.00343 0.34272 ± 0.00210 22.761 ± 0.097 % 80.398 ± 0.133 %
349 3.3285 ± 0.0220 0.31015 ± 0.00342 0.34315 ± 0.00210 22.779 ± 0.097 % 80.384 ± 0.133 %
350 3.3274 ± 0.0219 0.31014 ± 0.00342 0.34347 ± 0.00210 22.786 ± 0.097 % 80.381 ± 0.133 %
351 3.3296 ± 0.0219 0.31022 ± 0.00341 0.34377 ± 0.00210 22.794 ± 0.096 % 80.363 ± 0.133 %
352 3.3314 ± 0.0219 0.31106 ± 0.00342 0.34492 ± 0.00210 22.831 ± 0.096 % 80.326 ± 0.133 %
353 3.3350 ± 0.0219 0.31185 ± 0.00341 0.34572 ± 0.00210 22.854 ± 0.096 % 80.296 ± 0.133 %
354 3.3387 ± 0.0219 0.31303 ± 0.00341 0.34670 ± 0.00210 22.878 ± 0.096 % 80.254 ± 0.132 %
355 3.3398 ± 0.0219 0.31334 ± 0.00341 0.34752 ± 0.00210 22.897 ± 0.096 % 80.232 ± 0.132 %
356 3.3383 ± 0.0218 0.31362 ± 0.00341 0.34802 ± 0.00210 22.917 ± 0.096 % 80.227 ± 0.132 %
357 3.3414 ± 0.0218 0.31425 ± 0.00341 0.34889 ± 0.00210 22.936 ± 0.096 % 80.200 ± 0.132 %
358 3.3459 ± 0.0218 0.31536 ± 0.00341 0.34961 ± 0.00210 22.949 ± 0.096 % 80.179 ± 0.132 %
359 3.3442 ± 0.0218 0.31604 ± 0.00341 0.35006 ± 0.00210 22.968 ± 0.095 % 80.178 ± 0.132 %
360 3.3443 ± 0.0218 0.31665 ± 0.00341 0.35087 ± 0.00210 22.998 ± 0.095 % 80.153 ± 0.132 %
361 3.3464 ± 0.0218 0.31724 ± 0.00341 0.35154 ± 0.00210 23.004 ± 0.095 % 80.138 ± 0.131 %
362 3.3488 ± 0.0217 0.31809 ± 0.00341 0.35251 ± 0.00210 23.033 ± 0.095 % 80.104 ± 0.131 %
363 3.3480 ± 0.0217 0.31825 ± 0.00341 0.35299 ± 0.00210 23.057 ± 0.095 % 80.093 ± 0.131 %
364 3.3497 ± 0.0217 0.31871 ± 0.00341 0.35390 ± 0.00210 23.086 ± 0.095 % 80.054 ± 0.131 %
365 3.3480 ± 0.0216 0.31940 ± 0.00340 0.35453 ± 0.00210 23.120 ± 0.095 % 80.037 ± 0.131 %
366 3.3503 ± 0.0216 0.32012 ± 0.00340 0.35550 ± 0.00210 23.154 ± 0.095 % 80.011 ± 0.131 %
367 3.3519 ± 0.0216 0.32048 ± 0.00340 0.35606 ± 0.00210 23.168 ± 0.095 % 79.989 ± 0.131 %
368 3.3509 ± 0.0216 0.32087 ± 0.00340 0.35672 ± 0.00210 23.189 ± 0.094 % 79.974 ± 0.131 %
369 3.3526 ± 0.0216 0.32141 ± 0.00340 0.35748 ± 0.00210 23.213 ± 0.094 % 79.952 ± 0.131 %
370 3.3540 ± 0.0215 0.32223 ± 0.00340 0.35842 ± 0.00210 23.252 ± 0.094 % 79.914 ± 0.130 %
371 3.3588 ± 0.0215 0.32301 ± 0.00340 0.35957 ± 0.00211 23.280 ± 0.094 % 79.870 ± 0.130 %
372 3.3632 ± 0.0216 0.32338 ± 0.00340 0.36016 ± 0.00210 23.285 ± 0.094 % 79.838 ± 0.130 %
373 3.3615 ± 0.0215 0.32368 ± 0.00340 0.36026 ± 0.00210 23.292 ± 0.094 % 79.833 ± 0.130 %
374 3.3590 ± 0.0215 0.32391 ± 0.00339 0.36037 ± 0.00210 23.306 ± 0.094 % 79.835 ± 0.130 %
375 3.3582 ± 0.0214 0.32396 ± 0.00339 0.36069 ± 0.00210 23.317 ± 0.094 % 79.834 ± 0.130 %
376 3.3650 ± 0.0215 0.32480 ± 0.00339 0.36159 ± 0.00210 23.334 ± 0.094 % 79.811 ± 0.130 %
377 3.3706 ± 0.0215 0.32491 ± 0.00339 0.36233 ± 0.00210 23.338 ± 0.093 % 79.783 ± 0.130 %
378 3.3680 ± 0.0214 0.32505 ± 0.00338 0.36257 ± 0.00209 23.354 ± 0.093 % 79.775 ± 0.129 %
379 3.3660 ± 0.0214 0.32507 ± 0.00338 0.36282 ± 0.00209 23.360 ± 0.093 % 79.778 ± 0.129 %
380 3.3644 ± 0.0214 0.32502 ± 0.00337 0.36279 ± 0.00209 23.362 ± 0.093 % 79.774 ± 0.129 %
381 3.3665 ± 0.0213 0.32505 ± 0.00337 0.36300 ± 0.00209 23.360 ± 0.093 % 79.764 ± 0.129 %
382 3.3683 ± 0.0213 0.32524 ± 0.00337 0.36294 ± 0.00208 23.359 ± 0.093 % 79.755 ± 0.129 %
383 3.3699 ± 0.0213 0.32484 ± 0.00336 0.36281 ± 0.00208 23.349 ± 0.093 % 79.748 ± 0.129 %
384 3.3741 ± 0.0213 0.32474 ± 0.00336 0.36272 ± 0.00208 23.339 ± 0.092 % 79.748 ± 0.128 %
385 3.3766 ± 0.0213 0.32430 ± 0.00335 0.36246 ± 0.00207 23.325 ± 0.092 % 79.746 ± 0.128 %
386 3.3804 ± 0.0213 0.32414 ± 0.00335 0.36243 ± 0.00207 23.315 ± 0.092 % 79.730 ± 0.128 %
387 3.3867 ± 0.0213 0.32402 ± 0.00335 0.36244 ± 0.00206 23.305 ± 0.092 % 79.725 ± 0.128 %
388 3.3883 ± 0.0213 0.32365 ± 0.00334 0.36222 ± 0.00206 23.291 ± 0.092 % 79.727 ± 0.128 %
389 3.3838 ± 0.0213 0.32373 ± 0.00334 0.36221 ± 0.00206 23.296 ± 0.092 % 79.736 ± 0.128 %
390 3.3801 ± 0.0212 0.32397 ± 0.00334 0.36246 ± 0.00206 23.316 ± 0.092 % 79.740 ± 0.127 %
391 3.3749 ± 0.0211 0.32395 ± 0.00333 0.36243 ± 0.00206 23.328 ± 0.092 % 79.748 ± 0.127 %
392 3.3731 ± 0.0211 0.32402 ± 0.00333 0.36251 ± 0.00205 23.344 ± 0.092 % 79.745 ± 0.127 %
393 3.3718 ± 0.0211 0.32394 ± 0.00332 0.36291 ± 0.00205 23.352 ± 0.091 % 79.742 ± 0.127 %
394 3.3689 ± 0.0210 0.32366 ± 0.00332 0.36288 ± 0.00205 23.357 ± 0.091 % 79.749 ± 0.127 %
395 3.3647 ± 0.0209 0.32365 ± 0.00331 0.36301 ± 0.00205 23.373 ± 0.091 % 79.761 ± 0.127 %
396 3.3644 ± 0.0209 0.32450 ± 0.00332 0.36359 ± 0.00205 23.393 ± 0.091 % 79.756 ± 0.126 %
397 3.3600 ± 0.0209 0.32469 ± 0.00331 0.36360 ± 0.00205 23.405 ± 0.091 % 79.769 ± 0.126 %
398 3.3564 ± 0.0208 0.32477 ± 0.00331 0.36379 ± 0.00205 23.423 ± 0.091 % 79.771 ± 0.126 %
399 3.3520 ± 0.0207 0.32497 ± 0.00330 0.36385 ± 0.00205 23.433 ± 0.091 % 79.782 ± 0.126 %
400 3.3489 ± 0.0207 0.32541 ± 0.00330 0.36416 ± 0.00205 23.454 ± 0.091 % 79.777 ± 0.126 %
401 3.3426 ± 0.0206 0.32535 ± 0.00330 0.36404 ± 0.00204 23.464 ± 0.091 % 79.800 ± 0.126 %
402 3.3404 ± 0.0206 0.32602 ± 0.00330 0.36446 ± 0.00205 23.487 ± 0.091 % 79.805 ± 0.125 %
403 3.3349 ± 0.0205 0.32597 ± 0.00329 0.36446 ± 0.00205 23.500 ± 0.091 % 79.817 ± 0.125 %
404 3.3304 ± 0.0204 0.32597 ± 0.00329 0.36453 ± 0.00204 23.510 ± 0.091 % 79.826 ± 0.125 %
405 3.3244 ± 0.0204 0.32581 ± 0.00328 0.36425 ± 0.00204 23.511 ± 0.091 % 79.845 ± 0.125 %
406 3.3205 ± 0.0203 0.32622 ± 0.00328 0.36444 ± 0.00204 23.529 ± 0.091 % 79.857 ± 0.125 %
407 3.3160 ± 0.0202 0.32610 ± 0.00328 0.36441 ± 0.00204 23.538 ± 0.090 % 79.861 ± 0.124 %
408 3.3121 ± 0.0202 0.32608 ± 0.00327 0.36452 ± 0.00204 23.544 ± 0.090 % 79.876 ± 0.124 %
409 3.3065 ± 0.0201 0.32595 ± 0.00327 0.36441 ± 0.00204 23.551 ± 0.090 % 79.892 ± 0.124 %
410 3.3044 ± 0.0201 0.32566 ± 0.00326 0.36433 ± 0.00204 23.548 ± 0.090 % 79.902 ± 0.124 %
411 3.3061 ± 0.0201 0.32565 ± 0.00326 0.36434 ± 0.00203 23.545 ± 0.090 % 79.896 ± 0.124 %
412 3.3055 ± 0.0200 0.32588 ± 0.00325 0.36478 ± 0.00203 23.566 ± 0.090 % 79.887 ± 0.124 %
413 3.3082 ± 0.0200 0.32568 ± 0.00325 0.36531 ± 0.00203 23.576 ± 0.090 % 79.869 ± 0.124 %
414 3.3093 ± 0.0200 0.32573 ± 0.00325 0.36550 ± 0.00203 23.584 ± 0.090 % 79.863 ± 0.123 %
415 3.3044 ± 0.0200 0.32568 ± 0.00324 0.36531 ± 0.00203 23.588 ± 0.090 % 79.883 ± 0.123 %
416 3.2994 ± 0.0199 0.32572 ± 0.00324 0.36514 ± 0.00202 23.594 ± 0.090 % 79.895 ± 0.123 %
417 3.3013 ± 0.0199 0.32524 ± 0.00323 0.36494 ± 0.00202 23.583 ± 0.090 % 79.903 ± 0.123 %
418 3.2954 ± 0.0198 0.32497 ± 0.00323 0.36471 ± 0.00202 23.588 ± 0.090 % 79.926 ± 0.123 %
419 3.2933 ± 0.0198 0.32489 ± 0.00323 0.36479 ± 0.00202 23.604 ± 0.089 % 79.933 ± 0.123 %
420 3.2890 ± 0.0197 0.32464 ± 0.00322 0.36460 ± 0.00201 23.606 ± 0.089 % 79.943 ± 0.122 %
421 3.2852 ± 0.0197 0.32469 ± 0.00322 0.36454 ± 0.00201 23.617 ± 0.089 % 79.951 ± 0.122 %
422 3.2795 ± 0.0196 0.32466 ± 0.00321 0.36434 ± 0.00201 23.622 ± 0.089 % 79.973 ± 0.122 %
423 3.2748 ± 0.0196 0.32480 ± 0.00321 0.36429 ± 0.00201 23.636 ± 0.089 % 79.988 ± 0.122 %
424 3.2742 ± 0.0195 0.32489 ± 0.00320 0.36430 ± 0.00200 23.638 ± 0.089 % 79.984 ± 0.122 %
425 3.2707 ± 0.0195 0.32497 ± 0.00320 0.36433 ± 0.00200 23.645 ± 0.089 % 80.000 ± 0.122 %
426 3.2656 ± 0.0194 0.32484 ± 0.00319 0.36409 ± 0.00200 23.646 ± 0.089 % 80.026 ± 0.121 %
427 3.2628 ± 0.0194 0.32508 ± 0.00319 0.36422 ± 0.00200 23.663 ± 0.089 % 80.031 ± 0.121 %
428 3.2621 ± 0.0193 0.32544 ± 0.00319 0.36457 ± 0.00200 23.679 ± 0.089 % 80.020 ± 0.121 %
429 3.2589 ± 0.0193 0.32555 ± 0.00318 0.36461 ± 0.00200 23.694 ± 0.089 % 80.026 ± 0.121 %
430 3.2549 ± 0.0192 0.32566 ± 0.00318 0.36463 ± 0.00199 23.710 ± 0.089 % 80.036 ± 0.121 %
431 3.2496 ± 0.0192 0.32550 ± 0.00317 0.36428 ± 0.00199 23.707 ± 0.088 % 80.066 ± 0.121 %
432 3.2472 ± 0.0191 0.32546 ± 0.00317 0.36429 ± 0.00199 23.717 ± 0.088 % 80.077 ± 0.120 %
433 3.2433 ± 0.0191 0.32525 ± 0.00317 0.36420 ± 0.00199 23.718 ± 0.088 % 80.093 ± 0.120 %
434 3.2402 ± 0.0190 0.32524 ± 0.00316 0.36426 ± 0.00199 23.732 ± 0.088 % 80.098 ± 0.120 %
435 3.2383 ± 0.0190 0.32538 ± 0.00316 0.36430 ± 0.00198 23.739 ± 0.088 % 80.099 ± 0.120 %
436 3.2365 ± 0.0190 0.32533 ± 0.00316 0.36413 ± 0.00198 23.737 ± 0.088 % 80.104 ± 0.120 %
437 3.2355 ± 0.0189 0.32516 ± 0.00315 0.36393 ± 0.00198 23.726 ± 0.088 % 80.109 ± 0.120 %
438 3.2354 ± 0.0189 0.32493 ± 0.00315 0.36361 ± 0.00197 23.712 ± 0.088 % 80.122 ± 0.119 %
439 3.2382 ± 0.0189 0.32515 ± 0.00314 0.36360 ± 0.00197 23.708 ± 0.088 % 80.119 ± 0.119 %
440 3.2421 ± 0.0189 0.32508 ± 0.00314 0.36337 ± 0.00197 23.693 ± 0.088 % 80.115 ± 0.119 %
441 3.2479 ± 0.0190 0.32462 ± 0.00313 0.36303 ± 0.00196 23.673 ± 0.087 % 80.108 ± 0.119 %
442 3.2542 ± 0.0190 0.32421 ± 0.00313 0.36271 ± 0.00196 23.651 ± 0.087 % 80.113 ± 0.119 %
443 3.2513 ± 0.0190 0.32408 ± 0.00313 0.36255 ± 0.00196 23.652 ± 0.087 % 80.125 ± 0.119 %
444 3.2505 ± 0.0189 0.32406 ± 0.00312 0.36261 ± 0.00195 23.654 ± 0.087 % 80.121 ± 0.119 %
445 3.2510 ± 0.0189 0.32403 ± 0.00312 0.36236 ± 0.00195 23.644 ± 0.087 % 80.126 ± 0.118 %
446 3.2545 ± 0.0189 0.32418 ± 0.00311 0.36245 ± 0.00195 23.638 ± 0.087 % 80.120 ± 0.118 %
447 3.2574 ± 0.0189 0.32396 ± 0.00311 0.36220 ± 0.00194 23.625 ± 0.087 % 80.125 ± 0.118 %
448 3.2597 ± 0.0189 0.32395 ± 0.00311 0.36218 ± 0.00194 23.621 ± 0.087 % 80.121 ± 0.118 %
449 3.2609 ± 0.0189 0.32370 ± 0.00310 0.36195 ± 0.00194 23.609 ± 0.087 % 80.124 ± 0.118 %
450 3.2635 ± 0.0189 0.32378 ± 0.00310 0.36177 ± 0.00193 23.598 ± 0.086 % 80.130 ± 0.118 %
451 3.2664 ± 0.0189 0.32371 ± 0.00309 0.36144 ± 0.00193 23.586 ± 0.086 % 80.141 ± 0.118 %
452 3.2684 ± 0.0189 0.32401 ± 0.00309 0.36160 ± 0.00193 23.587 ± 0.086 % 80.123 ± 0.118 %
453 3.2708 ± 0.0189 0.32413 ± 0.00308 0.36157 ± 0.00193 23.580 ± 0.086 % 80.119 ± 0.117 %
454 3.2685 ± 0.0189 0.32407 ± 0.00308 0.36148 ± 0.00192 23.580 ± 0.086 % 80.126 ± 0.117 %
455 3.2713 ± 0.0189 0.32394 ± 0.00308 0.36127 ± 0.00192 23.568 ± 0.086 % 80.127 ± 0.117 %
456 3.2712 ± 0.0188 0.32347 ± 0.00307 0.36081 ± 0.00192 23.551 ± 0.086 % 80.146 ± 0.117 %
457 3.2728 ± 0.0188 0.32291 ± 0.00307 0.36036 ± 0.00191 23.531 ± 0.086 % 80.148 ± 0.117 %
458 3.2772 ± 0.0188 0.32267 ± 0.00306 0.36013 ± 0.00191 23.516 ± 0.086 % 80.153 ± 0.117 %
459 3.2761 ± 0.0188 0.32228 ± 0.00306 0.35977 ± 0.00191 23.502 ± 0.085 % 80.163 ± 0.117 %
460 3.2753 ± 0.0188 0.32177 ± 0.00305 0.35927 ± 0.00190 23.483 ± 0.085 % 80.180 ± 0.116 %
461 3.2717 ± 0.0187 0.32146 ± 0.00305 0.35891 ± 0.00190 23.472 ± 0.085 % 80.196 ± 0.116 %
462 3.2729 ± 0.0187 0.32150 ± 0.00304 0.35889 ± 0.00190 23.468 ± 0.085 % 80.194 ± 0.116 %
463 3.2777 ± 0.0187 0.32153 ± 0.00304 0.35897 ± 0.00190 23.460 ± 0.085 % 80.188 ± 0.116 %
464 3.2827 ± 0.0188 0.32124 ± 0.00304 0.35892 ± 0.00189 23.451 ± 0.085 % 80.181 ± 0.116 %
465 3.2805 ± 0.0187 0.32137 ± 0.00303 0.35906 ± 0.00189 23.462 ± 0.085 % 80.175 ± 0.116 %
466 3.2827 ± 0.0187 0.32155 ± 0.00303 0.35922 ± 0.00189 23.456 ± 0.085 % 80.167 ± 0.116 %
467 3.2849 ± 0.0187 0.32155 ± 0.00303 0.35916 ± 0.00189 23.452 ± 0.085 % 80.168 ± 0.116 %
468 3.2860 ± 0.0187 0.32129 ± 0.00302 0.35915 ± 0.00189 23.445 ± 0.085 % 80.167 ± 0.115 %
469 3.2856 ± 0.0187 0.32102 ± 0.00302 0.35890 ± 0.00188 23.435 ± 0.084 % 80.172 ± 0.115 %
470 3.2861 ± 0.0187 0.32073 ± 0.00301 0.35876 ± 0.00188 23.423 ± 0.084 % 80.177 ± 0.115 %
471 3.2880 ± 0.0187 0.32036 ± 0.00301 0.35858 ± 0.00188 23.412 ± 0.084 % 80.171 ± 0.115 %
472 3.2899 ± 0.0187 0.32008 ± 0.00301 0.35846 ± 0.00187 23.404 ± 0.084 % 80.168 ± 0.115 %
473 3.2897 ± 0.0186 0.31989 ± 0.00300 0.35811 ± 0.00187 23.392 ± 0.084 % 80.167 ± 0.115 %
474 3.2909 ± 0.0186 0.31959 ± 0.00300 0.35772 ± 0.00187 23.377 ± 0.084 % 80.176 ± 0.115 %
475 3.2920 ± 0.0186 0.31924 ± 0.00299 0.35738 ± 0.00186 23.363 ± 0.084 % 80.180 ± 0.115 %
476 3.2918 ± 0.0186 0.31909 ± 0.00299 0.35731 ± 0.00186 23.357 ± 0.084 % 80.178 ± 0.114 %
477 3.2910 ± 0.0186 0.31858 ± 0.00299 0.35709 ± 0.00186 23.350 ± 0.084 % 80.181 ± 0.114 %
478 3.2916 ± 0.0186 0.31840 ± 0.00298 0.35695 ± 0.00186 23.346 ± 0.084 % 80.188 ± 0.114 %
479 3.2939 ± 0.0186 0.31841 ± 0.00298 0.35692 ± 0.00185 23.339 ± 0.083 % 80.185 ± 0.114 %
480 3.2954 ± 0.0185 0.31830 ± 0.00298 0.35690 ± 0.00185 23.333 ± 0.083 % 80.187 ± 0.114 %
481 3.2919 ± 0.0185 0.31835 ± 0.00297 0.35680 ± 0.00185 23.342 ± 0.083 % 80.193 ± 0.114 %
482 3.2937 ± 0.0185 0.31850 ± 0.00297 0.35699 ± 0.00185 23.344 ± 0.083 % 80.186 ± 0.114 %
483 3.2918 ± 0.0185 0.31834 ± 0.00297 0.35668 ± 0.00185 23.335 ± 0.083 % 80.201 ± 0.114 %
484 3.2942 ± 0.0185 0.31785 ± 0.00296 0.35629 ± 0.00184 23.319 ± 0.083 % 80.208 ± 0.113 %
485 3.2992 ± 0.0185 0.31746 ± 0.00296 0.35590 ± 0.00184 23.301 ± 0.083 % 80.213 ± 0.113 %
486 3.3003 ± 0.0185 0.31720 ± 0.00295 0.35557 ± 0.00184 23.286 ± 0.083 % 80.221 ± 0.113 %
487 3.3025 ± 0.0185 0.31689 ± 0.00295 0.35536 ± 0.00184 23.277 ± 0.083 % 80.230 ± 0.113 %
488 3.3042 ± 0.0185 0.31664 ± 0.00294 0.35512 ± 0.00183 23.268 ± 0.083 % 80.233 ± 0.113 %
489 3.3054 ± 0.0185 0.31621 ± 0.00294 0.35480 ± 0.00183 23.251 ± 0.083 % 80.234 ± 0.113 %
490 3.3077 ± 0.0185 0.31573 ± 0.00294 0.35442 ± 0.00183 23.238 ± 0.083 % 80.246 ± 0.113 %
491 3.3112 ± 0.0185 0.31563 ± 0.00293 0.35430 ± 0.00182 23.229 ± 0.082 % 80.244 ± 0.113 %
492 3.3148 ± 0.0185 0.31537 ± 0.00293 0.35405 ± 0.00182 23.216 ± 0.082 % 80.241 ± 0.112 %
493 3.3135 ± 0.0185 0.31506 ± 0.00292 0.35386 ± 0.00182 23.209 ± 0.082 % 80.248 ± 0.112 %
494 3.3112 ± 0.0184 0.31496 ± 0.00292 0.35368 ± 0.00182 23.207 ± 0.082 % 80.252 ± 0.112 %
495 3.3105 ± 0.0184 0.31491 ± 0.00292 0.35370 ± 0.00182 23.202 ± 0.082 % 80.250 ± 0.112 %
496 3.3098 ± 0.0184 0.31477 ± 0.00291 0.35362 ± 0.00181 23.196 ± 0.082 % 80.251 ± 0.112 %
497 3.3094 ± 0.0183 0.31450 ± 0.00291 0.35381 ± 0.00181 23.195 ± 0.082 % 80.238 ± 0.112 %
498 3.3087 ± 0.0183 0.31436 ± 0.00291 0.35368 ± 0.00181 23.187 ± 0.082 % 80.236 ± 0.112 %
499 3.3060 ± 0.0183 0.31402 ± 0.00290 0.35352 ± 0.00181 23.182 ± 0.082 % 80.241 ± 0.112 %
500 3.3073 ± 0.0183 0.31389 ± 0.00290 0.35342 ± 0.00180 23.175 ± 0.082 % 80.242 ± 0.112 %
501 3.3113 ± 0.0183 0.31353 ± 0.00290 0.35323 ± 0.00180 23.159 ± 0.082 % 80.243 ± 0.111 %
502 3.3101 ± 0.0183 0.31354 ± 0.00289 0.35323 ± 0.00180 23.160 ± 0.081 % 80.243 ± 0.111 %
503 3.3097 ± 0.0182 0.31332 ± 0.00289 0.35287 ± 0.00180 23.149 ± 0.081 % 80.253 ± 0.111 %
504 3.3100 ± 0.0182 0.31312 ± 0.00289 0.35287 ± 0.00179 23.150 ± 0.081 % 80.251 ± 0.111 %
505 3.3116 ± 0.0182 0.31283 ± 0.00288 0.35267 ± 0.00179 23.139 ± 0.081 % 80.254 ± 0.111 %
506 3.3142 ± 0.0182 0.31292 ± 0.00288 0.35281 ± 0.00179 23.135 ± 0.081 % 80.242 ± 0.111 %
507 3.3155 ± 0.0182 0.31278 ± 0.00288 0.35254 ± 0.00179 23.126 ± 0.081 % 80.247 ± 0.111 %
508 3.3174 ± 0.0182 0.31244 ± 0.00287 0.35233 ± 0.00178 23.114 ± 0.081 % 80.249 ± 0.111 %
509 3.3129 ± 0.0182 0.31230 ± 0.00287 0.35225 ± 0.00178 23.116 ± 0.081 % 80.263 ± 0.110 %
510 3.3135 ± 0.0181 0.31269 ± 0.00287 0.35256 ± 0.00178 23.129 ± 0.081 % 80.251 ± 0.110 %
511 3.3131 ± 0.0181 0.31291 ± 0.00287 0.35286 ± 0.00178 23.134 ± 0.081 % 80.243 ± 0.110 %
512 3.3115 ± 0.0181 0.31309 ± 0.00287 0.35297 ± 0.00178 23.142 ± 0.081 % 80.243 ± 0.110 %
513 3.3087 ± 0.0181 0.31316 ± 0.00286 0.35286 ± 0.00178 23.142 ± 0.080 % 80.258 ± 0.110 %
514 3.3087 ± 0.0180 0.31334 ± 0.00286 0.35318 ± 0.00178 23.150 ± 0.080 % 80.254 ± 0.110 %
515 3.3091 ± 0.0180 0.31359 ± 0.00286 0.35352 ± 0.00178 23.159 ± 0.080 % 80.238 ± 0.110 %
516 3.3065 ± 0.0180 0.31369 ± 0.00285 0.35353 ± 0.00177 23.166 ± 0.080 % 80.240 ± 0.110 %
517 3.3060 ± 0.0180 0.31380 ± 0.00285 0.35363 ± 0.00177 23.172 ± 0.080 % 80.240 ± 0.110 %
518 3.3058 ± 0.0179 0.31389 ± 0.00285 0.35368 ± 0.00177 23.170 ± 0.080 % 80.242 ± 0.110 %
519 3.3053 ± 0.0179 0.31406 ± 0.00285 0.35377 ± 0.00177 23.171 ± 0.080 % 80.239 ± 0.109 %
520 3.3067 ± 0.0179 0.31466 ± 0.00285 0.35427 ± 0.00177 23.179 ± 0.080 % 80.223 ± 0.109 %
521 3.3062 ± 0.0179 0.31452 ± 0.00284 0.35409 ± 0.00177 23.171 ± 0.080 % 80.225 ± 0.109 %
522 3.3044 ± 0.0179 0.31445 ± 0.00284 0.35394 ± 0.00177 23.163 ± 0.080 % 80.237 ± 0.109 %
523 3.3065 ± 0.0179 0.31474 ± 0.00284 0.35416 ± 0.00176 23.165 ± 0.080 % 80.227 ± 0.109 %
524 3.3056 ± 0.0178 0.31464 ± 0.00284 0.35421 ± 0.00176 23.169 ± 0.080 % 80.229 ± 0.109 %
525 3.3058 ± 0.0178 0.31442 ± 0.00283 0.35406 ± 0.00176 23.164 ± 0.079 % 80.238 ± 0.109 %
526 3.3041 ± 0.0178 0.31447 ± 0.00283 0.35405 ± 0.00176 23.165 ± 0.079 % 80.236 ± 0.109 %
527 3.3001 ± 0.0178 0.31407 ± 0.00283 0.35371 ± 0.00176 23.154 ± 0.079 % 80.250 ± 0.109 %
528 3.3002 ± 0.0177 0.31416 ± 0.00282 0.35378 ± 0.00175 23.154 ± 0.079 % 80.243 ± 0.109 %
529 3.2982 ± 0.0177 0.31390 ± 0.00282 0.35357 ± 0.00175 23.143 ± 0.079 % 80.256 ± 0.108 %
530 3.2968 ± 0.0177 0.31366 ± 0.00282 0.35329 ± 0.00175 23.133 ± 0.079 % 80.269 ± 0.108 %
531 3.2949 ± 0.0176 0.31350 ± 0.00281 0.35309 ± 0.00175 23.128 ± 0.079 % 80.281 ± 0.108 %
532 3.2900 ± 0.0176 0.31304 ± 0.00281 0.35260 ± 0.00174 23.113 ± 0.079 % 80.308 ± 0.108 %
533 3.2874 ± 0.0176 0.31323 ± 0.00281 0.35260 ± 0.00174 23.121 ± 0.079 % 80.316 ± 0.108 %
534 3.2860 ± 0.0175 0.31350 ± 0.00280 0.35298 ± 0.00174 23.139 ± 0.079 % 80.309 ± 0.108 %
535 3.2879 ± 0.0175 0.31418 ± 0.00280 0.35363 ± 0.00174 23.158 ± 0.079 % 80.276 ± 0.108 %
536 3.2905 ± 0.0175 0.31439 ± 0.00280 0.35382 ± 0.00174 23.157 ± 0.079 % 80.269 ± 0.108 %
537 3.2929 ± 0.0175 0.31430 ± 0.00280 0.35369 ± 0.00174 23.148 ± 0.079 % 80.268 ± 0.108 %
538 3.2952 ± 0.0175 0.31435 ± 0.00280 0.35369 ± 0.00174 23.140 ± 0.078 % 80.262 ± 0.107 %
539 3.2981 ± 0.0175 0.31447 ± 0.00279 0.35378 ± 0.00174 23.134 ± 0.078 % 80.259 ± 0.107 %
540 3.3022 ± 0.0176 0.31442 ± 0.00279 0.35359 ± 0.00173 23.122 ± 0.078 % 80.257 ± 0.107 %
541 3.3063 ± 0.0176 0.31443 ± 0.00279 0.35361 ± 0.00173 23.114 ± 0.078 % 80.253 ± 0.107 %
542 3.3096 ± 0.0176 0.31435 ± 0.00279 0.35350 ± 0.00173 23.108 ± 0.078 % 80.254 ± 0.107 %
543 3.3133 ± 0.0176 0.31484 ± 0.00278 0.35392 ± 0.00173 23.114 ± 0.078 % 80.235 ± 0.107 %
544 3.3125 ± 0.0176 0.31484 ± 0.00278 0.35381 ± 0.00173 23.111 ± 0.078 % 80.239 ± 0.107 %
545 3.3127 ± 0.0175 0.31481 ± 0.00278 0.35370 ± 0.00172 23.107 ± 0.078 % 80.243 ± 0.107 %
546 3.3090 ± 0.0175 0.31477 ± 0.00277 0.35374 ± 0.00172 23.119 ± 0.078 % 80.250 ± 0.107 %
547 3.3071 ± 0.0175 0.31519 ± 0.00277 0.35408 ± 0.00172 23.142 ± 0.078 % 80.245 ± 0.107 %
548 3.3034 ± 0.0174 0.31523 ± 0.00277 0.35405 ± 0.00172 23.149 ± 0.078 % 80.259 ± 0.106 %
549 3.3009 ± 0.0174 0.31545 ± 0.00277 0.35434 ± 0.00172 23.169 ± 0.078 % 80.261 ± 0.106 %
550 3.3004 ± 0.0174 0.31585 ± 0.00277 0.35454 ± 0.00172 23.181 ± 0.078 % 80.252 ± 0.106 %
551 3.2993 ± 0.0174 0.31609 ± 0.00277 0.35473 ± 0.00172 23.189 ± 0.078 % 80.251 ± 0.106 %
552 3.2979 ± 0.0173 0.31630 ± 0.00276 0.35490 ± 0.00172 23.195 ± 0.078 % 80.252 ± 0.106 %
553 3.2974 ± 0.0173 0.31662 ± 0.00276 0.35520 ± 0.00172 23.202 ± 0.077 % 80.250 ± 0.106 %
554 3.2982 ± 0.0173 0.31680 ± 0.00276 0.35540 ± 0.00172 23.212 ± 0.077 % 80.247 ± 0.106 %
555 3.2971 ± 0.0173 0.31667 ± 0.00276 0.35540 ± 0.00172 23.210 ± 0.077 % 80.247 ± 0.106 %
556 3.3000 ± 0.0173 0.31637 ± 0.00276 0.35527 ± 0.00172 23.197 ± 0.077 % 80.239 ± 0.106 %
557 3.3027 ± 0.0173 0.31631 ± 0.00275 0.35519 ± 0.00171 23.190 ± 0.077 % 80.232 ± 0.106 %
558 3.3072 ± 0.0173 0.31631 ± 0.00275 0.35540 ± 0.00171 23.186 ± 0.077 % 80.214 ± 0.106 %
559 3.3104 ± 0.0173 0.31639 ± 0.00275 0.35555 ± 0.00171 23.182 ± 0.077 % 80.204 ± 0.106 %
560 3.3152 ± 0.0173 0.31613 ± 0.00275 0.35548 ± 0.00171 23.167 ± 0.077 % 80.190 ± 0.105 %
561 3.3136 ± 0.0173 0.31581 ± 0.00274 0.35523 ± 0.00171 23.157 ± 0.077 % 80.202 ± 0.105 %
====== Perplexity statistics ======
Mean PPL(Q) : 3.313628 ± 0.017314
Mean PPL(base) : 2.416296 ± 0.011058
Cor(ln(PPL(Q)), ln(PPL(base))): 85.14%
Mean ln(PPL(Q)/PPL(base)) : 0.315808 ± 0.002744
Mean PPL(Q)/PPL(base) : 1.371367 ± 0.003763
Mean PPL(Q)-PPL(base) : 0.897332 ± 0.009800
====== KL divergence statistics ======
Mean KLD: 0.355228 ± 0.001705
Maximum KLD: 12.250976
99.9% KLD: 5.265443
99.0% KLD: 3.092730
95.0% KLD: 1.636391
90.0% KLD: 1.051053
Median KLD: 0.089088
10.0% KLD: 0.000310
5.0% KLD: 0.000074
1.0% KLD: 0.000007
0.1% KLD: -0.000000
Minimum KLD: -0.000229
====== Token probability statistics ======
Mean Δp: -8.559 ± 0.057 %
Maximum Δp: 96.137%
99.9% Δp: 72.962%
99.0% Δp: 40.996%
95.0% Δp: 13.661%
90.0% Δp: 4.650%
75.0% Δp: 0.000%
Median Δp: -0.879%
25.0% Δp: -12.131%
10.0% Δp: -37.832%
5.0% Δp: -56.814%
1.0% Δp: -84.064%
0.1% Δp: -96.393%
Minimum Δp: -99.908%
RMS Δp : 23.157 ± 0.077 %
Same top p: 80.202 ± 0.105 %
2.00.515.014 I llama_perf_context_print: load time = 26262.11 ms
2.00.515.015 I llama_perf_context_print: prompt eval time = 71393.06 ms / 287232 tokens ( 0.25 ms per token, 4023.25 tokens per second)
2.00.515.017 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second)
2.00.515.017 I llama_perf_context_print: total time = 92386.29 ms / 287233 tokens
2.00.515.017 I llama_perf_context_print: graphs reused = 34
2.00.515.224 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
2.00.515.231 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 85857 + (10401 = 7103 + 224 + 3073) + 991 |
2.00.515.231 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 83183 + (13074 = 9809 + 192 + 3073) + 991 |
2.00.515.232 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 83157 + (13101 = 9835 + 192 + 3073) + 991 |
2.00.515.232 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 83183 + (13074 = 9809 + 192 + 3073) + 991 |
2.00.515.232 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 83157 + (13101 = 9835 + 192 + 3073) + 991 |
2.00.515.233 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 83183 + (13074 = 9809 + 192 + 3073) + 991 |
2.00.515.233 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 83157 + (13101 = 9835 + 192 + 3073) + 991 |
2.00.515.233 I common_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 85101 + (11155 = 6134 + 160 + 4861) + 992 |
2.00.515.233 I common_memory_breakdown_print: | - Host | 734 = 413 + 0 + 321 |
