diff --git "a/kld_data/aes_sedai/Qwen3.5-35B-A3B-IQ3_S.md" "b/kld_data/aes_sedai/Qwen3.5-35B-A3B-IQ3_S.md" new file mode 100644--- /dev/null +++ "b/kld_data/aes_sedai/Qwen3.5-35B-A3B-IQ3_S.md" @@ -0,0 +1,1104 @@ +### Qwen3.5-35B-A3B-IQ3_S (aes_sedai) + +```txt +/home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on -lv 4 --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/Qwen3.5-35B-A3B-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/Qwen3.5-35B-A3B-GGUF/aes_sedai/Qwen3.5-35B-A3B-IQ3_S.gguf +0.01.615.306 I common_init_result: fitting params to device memory ... +0.01.615.314 I common_init_result: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on) +0.01.615.323 I common_params_fit_impl: getting device memory data for initial parameters: +0.01.664.702 I llama_model_loader: loaded meta data with 52 key-value pairs and 712 tensors from /mnt/srv/snowdrift/gguf/Qwen3.5-35B-A3B-GGUF/aes_sedai/Qwen3.5-35B-A3B-IQ3_S.gguf (version GGUF V3 (latest)) +0.01.664.728 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. +0.01.664.739 I llama_model_loader: - kv 0: general.architecture str = qwen35moe +0.01.664.742 I llama_model_loader: - kv 1: general.type str = model +0.01.664.743 I llama_model_loader: - kv 2: general.sampling.top_k i32 = 20 +0.01.664.755 I llama_model_loader: - kv 3: general.sampling.top_p f32 = 0.950000 +0.01.664.762 I llama_model_loader: - kv 4: general.sampling.temp f32 = 1.000000 +0.01.664.763 I llama_model_loader: - kv 5: general.name str = Qwen3.5 35B A3B +0.01.664.763 I llama_model_loader: - kv 6: general.basename str = Qwen3.5 +0.01.664.764 I llama_model_loader: - kv 7: general.size_label str = 35B-A3B +0.01.664.764 I llama_model_loader: - kv 8: general.license str = apache-2.0 +0.01.664.765 I llama_model_loader: - kv 9: general.license.link str = https://huggingface.co/Qwen/Qwen3.5-3... +0.01.664.784 I llama_model_loader: - kv 10: general.tags arr[str,1] = ["image-text-to-text"] +0.01.664.793 I llama_model_loader: - kv 11: qwen35moe.block_count u32 = 41 +0.01.664.794 I llama_model_loader: - kv 12: qwen35moe.context_length u32 = 262144 +0.01.664.795 I llama_model_loader: - kv 13: qwen35moe.embedding_length u32 = 2048 +0.01.664.795 I llama_model_loader: - kv 14: qwen35moe.attention.head_count u32 = 16 +0.01.664.796 I llama_model_loader: - kv 15: qwen35moe.attention.head_count_kv u32 = 2 +0.01.664.799 I llama_model_loader: - kv 16: qwen35moe.rope.dimension_sections arr[i32,4] = [11, 11, 10, 0] +0.01.664.801 I llama_model_loader: - kv 17: qwen35moe.rope.freq_base f32 = 10000000.000000 +0.01.664.803 I llama_model_loader: - kv 18: qwen35moe.attention.layer_norm_rms_epsilon f32 = 0.000001 +0.01.664.803 I llama_model_loader: - kv 19: qwen35moe.expert_count u32 = 256 +0.01.664.804 I llama_model_loader: - kv 20: qwen35moe.expert_used_count u32 = 8 +0.01.664.804 I llama_model_loader: - kv 21: qwen35moe.attention.key_length u32 = 256 +0.01.664.805 I llama_model_loader: - kv 22: qwen35moe.attention.value_length u32 = 256 +0.01.664.805 I llama_model_loader: - kv 23: qwen35moe.expert_feed_forward_length u32 = 512 +0.01.664.805 I llama_model_loader: - kv 24: qwen35moe.expert_shared_feed_forward_length u32 = 512 +0.01.664.806 I llama_model_loader: - kv 25: qwen35moe.ssm.conv_kernel u32 = 4 +0.01.664.806 I llama_model_loader: - kv 26: qwen35moe.ssm.state_size u32 = 128 +0.01.664.806 I llama_model_loader: - kv 27: qwen35moe.ssm.group_count u32 = 16 +0.01.664.807 I llama_model_loader: - kv 28: qwen35moe.ssm.time_step_rank u32 = 32 +0.01.664.807 I llama_model_loader: - kv 29: qwen35moe.ssm.inner_size u32 = 4096 +0.01.664.807 I llama_model_loader: - kv 30: qwen35moe.full_attention_interval u32 = 4 +0.01.664.808 I llama_model_loader: - kv 31: qwen35moe.rope.dimension_count u32 = 64 +0.01.664.808 I llama_model_loader: - kv 32: qwen35moe.nextn_predict_layers u32 = 1 +0.01.664.808 I llama_model_loader: - kv 33: tokenizer.ggml.model str = gpt2 +0.01.664.809 I llama_model_loader: - kv 34: tokenizer.ggml.pre str = qwen35 +0.01.679.077 I llama_model_loader: - kv 35: tokenizer.ggml.tokens arr[str,248320] = ["!", "\"", "#", "$", "%", "&", "'", ... +0.01.682.657 I llama_model_loader: - kv 36: tokenizer.ggml.token_type arr[i32,248320] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ... +0.01.695.980 I llama_model_loader: - kv 37: tokenizer.ggml.merges arr[str,247587] = ["Ġ Ġ", "ĠĠ ĠĠ", "i n", "Ġ t",... +0.01.695.990 I llama_model_loader: - kv 38: tokenizer.ggml.eos_token_id u32 = 248046 +0.01.695.991 I llama_model_loader: - kv 39: tokenizer.ggml.padding_token_id u32 = 248044 +0.01.695.992 I llama_model_loader: - kv 40: tokenizer.ggml.add_bos_token bool = false +0.01.695.995 I llama_model_loader: - kv 41: tokenizer.chat_template str = {%- set image_count = namespace(value... +0.01.695.995 I llama_model_loader: - kv 42: general.quantization_version u32 = 2 +0.01.695.996 I llama_model_loader: - kv 43: general.file_type u32 = 18 +0.01.695.996 I llama_model_loader: - kv 44: MoE_Quantization.ffn_up_exps str = IQ2_S +0.01.695.996 I llama_model_loader: - kv 45: MoE_Quantization.ffn_gate_exps str = IQ2_S +0.01.695.997 I llama_model_loader: - kv 46: MoE_Quantization.ffn_down_exps str = IQ3_S +0.01.695.997 I llama_model_loader: - kv 47: MoE_Quantization.type_default str = Q6_K +0.01.695.998 I llama_model_loader: - kv 48: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/Qwen3.5-35B-A... +0.01.695.998 I llama_model_loader: - kv 49: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati... +0.01.695.999 I llama_model_loader: - kv 50: quantize.imatrix.entries_count u32 = 470 +0.01.695.999 I llama_model_loader: - kv 51: quantize.imatrix.chunks_count u32 = 50 +0.01.696.002 I llama_model_loader: - type f32: 338 tensors +0.01.696.003 I llama_model_loader: - type q8_0: 10 tensors +0.01.696.004 I llama_model_loader: - type q6_K: 282 tensors +0.01.696.004 I llama_model_loader: - type iq3_s: 40 tensors +0.01.696.004 I llama_model_loader: - type iq2_s: 40 tensors +0.01.696.004 I llama_model_loader: - type bf16: 2 tensors +0.01.696.006 I print_info: file format = GGUF V3 (latest) +0.01.696.007 I print_info: file type = Q6_K +0.01.696.010 I print_info: file size = 13.48 GiB (3.26 BPW) +0.02.455.339 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free +0.02.455.362 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free +0.02.455.369 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free +0.02.455.374 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free +0.02.455.380 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free +0.02.455.385 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free +0.02.455.390 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96687 MiB free +0.02.455.396 I llama_prepare_model_devices: using device CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96687 MiB free +0.02.547.321 I load: 0 unused tokens +0.02.570.301 I load: printing all EOG tokens: +0.02.570.310 I load: - 248044 ('<|endoftext|>') +0.02.570.310 I load: - 248046 ('<|im_end|>') +0.02.570.311 I load: - 248063 ('<|fim_pad|>') +0.02.570.311 I load: - 248064 ('<|repo_name|>') +0.02.570.311 I load: - 248065 ('<|file_sep|>') +0.02.570.493 I load: special tokens cache size = 33 +0.02.620.020 I load: token to piece cache size = 1.7581 MB +0.02.620.045 I print_info: arch = qwen35moe +0.02.620.046 I print_info: vocab_only = 0 +0.02.620.046 I print_info: no_alloc = 1 +0.02.620.046 I print_info: n_ctx_train = 262144 +0.02.620.046 I print_info: n_embd = 2048 +0.02.620.047 I print_info: n_embd_inp = 2048 +0.02.620.047 I print_info: n_layer = 41 +0.02.620.065 I print_info: n_head = 16 +0.02.620.066 I print_info: n_head_kv = 2 +0.02.620.066 I print_info: n_rot = 64 +0.02.620.067 I print_info: n_swa = 0 +0.02.620.068 I print_info: is_swa_any = 0 +0.02.620.068 I print_info: n_embd_head_k = 256 +0.02.620.068 I print_info: n_embd_head_v = 256 +0.02.620.070 I print_info: n_gqa = 8 +0.02.620.074 I print_info: n_embd_k_gqa = 512 +0.02.620.076 I print_info: n_embd_v_gqa = 512 +0.02.620.077 I print_info: f_norm_eps = 0.0e+00 +0.02.620.079 I print_info: f_norm_rms_eps = 1.0e-06 +0.02.620.080 I print_info: f_clamp_kqv = 0.0e+00 +0.02.620.081 I print_info: f_max_alibi_bias = 0.0e+00 +0.02.620.081 I print_info: f_logit_scale = 0.0e+00 +0.02.620.082 I print_info: f_attn_scale = 0.0e+00 +0.02.620.082 I print_info: f_attn_value_scale = 0.0000 +0.02.620.085 I print_info: n_ff = 0 +0.02.620.085 I print_info: n_expert = 256 +0.02.620.086 I print_info: n_expert_used = 8 +0.02.620.086 I print_info: n_expert_groups = 0 +0.02.620.086 I print_info: n_group_used = 0 +0.02.620.086 I print_info: causal attn = 1 +0.02.620.087 I print_info: pooling type = -1 +0.02.620.088 I print_info: rope type = 40 +0.02.620.088 I print_info: rope scaling = linear +0.02.620.090 I print_info: freq_base_train = 10000000.0 +0.02.620.091 I print_info: freq_scale_train = 1 +0.02.620.093 I print_info: n_ctx_orig_yarn = 262144 +0.02.620.094 I print_info: rope_yarn_log_mul = 0.0000 +0.02.620.094 I print_info: rope_finetuned = unknown +0.02.620.095 I print_info: mrope sections = [11, 11, 10, 0] +0.02.620.095 I print_info: ssm_d_conv = 4 +0.02.620.095 I print_info: ssm_d_inner = 4096 +0.02.620.096 I print_info: ssm_d_state = 128 +0.02.620.097 I print_info: ssm_dt_rank = 32 +0.02.620.097 I print_info: ssm_n_group = 16 +0.02.620.097 I print_info: ssm_dt_b_c_rms = 0 +0.02.620.098 I print_info: model type = 35B.A3B +0.02.620.099 I print_info: model params = 35.51 B +0.02.620.099 I print_info: general.name = Qwen3.5 35B A3B +0.02.620.103 I print_info: vocab type = BPE +0.02.620.104 I print_info: n_vocab = 248320 +0.02.620.104 I print_info: n_merges = 247587 +0.02.620.105 I print_info: BOS token = 11 ',' +0.02.620.105 I print_info: EOS token = 248046 '<|im_end|>' +0.02.620.106 I print_info: EOT token = 248046 '<|im_end|>' +0.02.620.106 I print_info: PAD token = 248044 '<|endoftext|>' +0.02.620.106 I print_info: LF token = 198 'Ċ' +0.02.620.107 I print_info: FIM PRE token = 248060 '<|fim_prefix|>' +0.02.620.107 I print_info: FIM SUF token = 248062 '<|fim_suffix|>' +0.02.620.108 I print_info: FIM MID token = 248061 '<|fim_middle|>' +0.02.620.108 I print_info: FIM PAD token = 248063 '<|fim_pad|>' +0.02.620.108 I print_info: FIM REP token = 248064 '<|repo_name|>' +0.02.620.108 I print_info: FIM SEP token = 248065 '<|file_sep|>' +0.02.620.109 I print_info: EOG token = 248044 '<|endoftext|>' +0.02.620.110 I print_info: EOG token = 248046 '<|im_end|>' +0.02.620.110 I print_info: EOG token = 248063 '<|fim_pad|>' +0.02.620.110 I print_info: EOG token = 248064 '<|repo_name|>' +0.02.620.111 I print_info: EOG token = 248065 '<|file_sep|>' +0.02.620.111 I print_info: max token length = 256 +0.02.620.113 I load_tensors: loading model tensors, this can take a while... (mmap = false, direct_io = false) +0.02.623.241 I load_tensors: offloading output layer to GPU +0.02.623.248 I load_tensors: offloading 40 repeating layers to GPU +0.02.623.248 I load_tensors: offloaded 42/42 layers to GPU +0.02.623.253 I load_tensors: CPU model buffer size = 0.00 MiB +0.02.623.254 I load_tensors: CUDA0 model buffer size = 0.00 MiB +0.02.623.254 I load_tensors: CUDA1 model buffer size = 0.00 MiB +0.02.623.254 I load_tensors: CUDA2 model buffer size = 0.00 MiB +0.02.623.255 I load_tensors: CUDA3 model buffer size = 0.00 MiB +0.02.623.255 I load_tensors: CUDA4 model buffer size = 0.00 MiB +0.02.623.255 I load_tensors: CUDA5 model buffer size = 0.00 MiB +0.02.623.256 I load_tensors: CUDA6 model buffer size = 0.00 MiB +0.02.623.256 I load_tensors: CUDA7 model buffer size = 0.00 MiB +0.02.626.256 I llama_context: constructing llama_context +0.02.626.265 I llama_context: n_seq_max = 16 +0.02.626.265 I llama_context: n_ctx = 8192 +0.02.626.265 I llama_context: n_ctx_seq = 512 +0.02.626.266 I llama_context: n_batch = 8192 +0.02.626.266 I llama_context: n_ubatch = 8192 +0.02.626.266 I llama_context: causal_attn = 1 +0.02.626.268 I llama_context: flash_attn = enabled +0.02.626.268 I llama_context: kv_unified = false +0.02.626.271 I llama_context: freq_base = 10000000.0 +0.02.626.271 I llama_context: freq_scale = 1 +0.02.626.272 I llama_context: n_rs_seq = 0 +0.02.626.272 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized +0.02.631.076 I llama_context: CUDA_Host output buffer size = 15.16 MiB +0.02.631.220 I llama_kv_cache: CUDA0 KV buffer size = 0.00 MiB +0.02.631.229 I llama_kv_cache: CUDA1 KV buffer size = 0.00 MiB +0.02.631.230 I llama_kv_cache: CUDA2 KV buffer size = 0.00 MiB +0.02.631.231 I llama_kv_cache: CUDA3 KV buffer size = 0.00 MiB +0.02.631.231 I llama_kv_cache: CUDA4 KV buffer size = 0.00 MiB +0.02.631.232 I llama_kv_cache: CUDA5 KV buffer size = 0.00 MiB +0.02.631.232 I llama_kv_cache: CUDA6 KV buffer size = 0.00 MiB +0.02.631.233 I llama_kv_cache: CUDA7 KV buffer size = 0.00 MiB +0.02.631.237 I llama_kv_cache: size = 160.00 MiB ( 512 cells, 10 layers, 16/16 seqs), K (f16): 80.00 MiB, V (f16): 80.00 MiB +0.02.631.239 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 256 +0.02.631.239 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 256 +0.02.631.606 I llama_memory_recurrent: CUDA0 RS buffer size = 167.50 MiB +0.02.631.848 I llama_memory_recurrent: CUDA1 RS buffer size = 134.00 MiB +0.02.632.071 I llama_memory_recurrent: CUDA2 RS buffer size = 100.50 MiB +0.02.632.348 I llama_memory_recurrent: CUDA3 RS buffer size = 134.00 MiB +0.02.632.611 I llama_memory_recurrent: CUDA4 RS buffer size = 167.50 MiB +0.02.632.839 I llama_memory_recurrent: CUDA5 RS buffer size = 100.50 MiB +0.02.633.079 I llama_memory_recurrent: CUDA6 RS buffer size = 134.00 MiB +0.02.633.332 I llama_memory_recurrent: CUDA7 RS buffer size = 67.00 MiB +0.02.633.345 I llama_memory_recurrent: size = 1005.00 MiB ( 16 cells, 41 layers, 16 seqs 0 rs_seq), R (f32): 45.00 MiB, S (f32): 960.00 MiB +0.02.633.425 I llama_context: pipeline parallelism enabled +0.02.633.432 I sched_reserve: reserving ... +0.02.722.589 I sched_reserve: resolving fused Gated Delta Net support: +0.02.723.942 I sched_reserve: fused Gated Delta Net (autoregressive) enabled +0.02.728.347 I sched_reserve: fused Gated Delta Net (chunked) enabled +0.02.743.906 I sched_reserve: CUDA0 compute buffer size = 1417.00 MiB +0.02.743.918 I sched_reserve: CUDA1 compute buffer size = 1633.00 MiB +0.02.743.918 I sched_reserve: CUDA2 compute buffer size = 1633.00 MiB +0.02.743.919 I sched_reserve: CUDA3 compute buffer size = 1633.00 MiB +0.02.743.919 I sched_reserve: CUDA4 compute buffer size = 1633.00 MiB +0.02.743.920 I sched_reserve: CUDA5 compute buffer size = 1633.00 MiB +0.02.743.920 I sched_reserve: CUDA6 compute buffer size = 1633.00 MiB +0.02.743.921 I sched_reserve: CUDA7 compute buffer size = 8497.13 MiB +0.02.743.921 I sched_reserve: CUDA_Host compute buffer size = 193.25 MiB +0.02.743.922 I sched_reserve: graph nodes = 3818 +0.02.743.922 I sched_reserve: graph splits = 9 +0.02.743.926 I sched_reserve: reserve took 110.49 ms, sched copies = 4 +0.02.744.344 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | +0.02.744.352 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96519 + ( 3426 = 1825 + 183 + 1417) + -2695 | +0.02.744.352 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96553 + ( 3303 = 1520 + 150 + 1633) + -2607 | +0.02.744.353 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96585 + ( 3280 = 1515 + 132 + 1633) + -2616 | +0.02.744.353 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96553 + ( 3303 = 1520 + 150 + 1633) + -2607 | +0.02.744.354 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96519 + ( 3642 = 1825 + 183 + 1633) + -2911 | +0.02.744.354 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96585 + ( 3280 = 1515 + 132 + 1633) + -2616 | +0.02.744.354 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96553 + ( 3303 = 1520 + 150 + 1633) + -2607 | +0.02.744.354 I common_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96619 + (10744 = 2164 + 83 + 8497) + -10114 | +0.02.744.355 I common_memory_breakdown_print: | - Host | 591 = 397 + 0 + 193 | +0.02.808.843 I common_params_fit_impl: projected memory use with initial parameters [MiB]: +0.02.808.855 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3426 used, 93093 free vs. target of 1024 +0.02.808.855 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3303 used, 93250 free vs. target of 1024 +0.02.808.856 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3280 used, 93305 free vs. target of 1024 +0.02.808.856 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3303 used, 93250 free vs. target of 1024 +0.02.808.857 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3642 used, 92877 free vs. target of 1024 +0.02.808.857 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3280 used, 93305 free vs. target of 1024 +0.02.808.858 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3303 used, 93250 free vs. target of 1024 +0.02.808.858 I common_params_fit_impl: - CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 10744 used, 85875 free vs. target of 1024 +0.02.808.858 I common_params_fit_impl: projected to use 34284 MiB of device memory vs. 772493 MiB of free device memory +0.02.808.859 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed +0.02.808.859 I common_fit_params: successfully fit params to free device memory +0.02.808.863 I common_fit_params: fitting params to free memory took 1.19 seconds +0.02.849.063 I llama_model_loader: loaded meta data with 52 key-value pairs and 712 tensors from /mnt/srv/snowdrift/gguf/Qwen3.5-35B-A3B-GGUF/aes_sedai/Qwen3.5-35B-A3B-IQ3_S.gguf (version GGUF V3 (latest)) +0.02.849.094 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. +0.02.849.099 I llama_model_loader: - kv 0: general.architecture str = qwen35moe +0.02.849.100 I llama_model_loader: - kv 1: general.type str = model +0.02.849.102 I llama_model_loader: - kv 2: general.sampling.top_k i32 = 20 +0.02.849.107 I llama_model_loader: - kv 3: general.sampling.top_p f32 = 0.950000 +0.02.849.108 I llama_model_loader: - kv 4: general.sampling.temp f32 = 1.000000 +0.02.849.109 I llama_model_loader: - kv 5: general.name str = Qwen3.5 35B A3B +0.02.849.109 I llama_model_loader: - kv 6: general.basename str = Qwen3.5 +0.02.849.110 I llama_model_loader: - kv 7: general.size_label str = 35B-A3B +0.02.849.110 I llama_model_loader: - kv 8: general.license str = apache-2.0 +0.02.849.112 I llama_model_loader: - kv 9: general.license.link str = https://huggingface.co/Qwen/Qwen3.5-3... +0.02.849.123 I llama_model_loader: - kv 10: general.tags arr[str,1] = ["image-text-to-text"] +0.02.849.131 I llama_model_loader: - kv 11: qwen35moe.block_count u32 = 41 +0.02.849.132 I llama_model_loader: - kv 12: qwen35moe.context_length u32 = 262144 +0.02.849.133 I llama_model_loader: - kv 13: qwen35moe.embedding_length u32 = 2048 +0.02.849.134 I llama_model_loader: - kv 14: qwen35moe.attention.head_count u32 = 16 +0.02.849.135 I llama_model_loader: - kv 15: qwen35moe.attention.head_count_kv u32 = 2 +0.02.849.138 I llama_model_loader: - kv 16: qwen35moe.rope.dimension_sections arr[i32,4] = [11, 11, 10, 0] +0.02.849.140 I llama_model_loader: - kv 17: qwen35moe.rope.freq_base f32 = 10000000.000000 +0.02.849.142 I llama_model_loader: - kv 18: qwen35moe.attention.layer_norm_rms_epsilon f32 = 0.000001 +0.02.849.143 I llama_model_loader: - kv 19: qwen35moe.expert_count u32 = 256 +0.02.849.143 I llama_model_loader: - kv 20: qwen35moe.expert_used_count u32 = 8 +0.02.849.144 I llama_model_loader: - kv 21: qwen35moe.attention.key_length u32 = 256 +0.02.849.144 I llama_model_loader: - kv 22: qwen35moe.attention.value_length u32 = 256 +0.02.849.145 I llama_model_loader: - kv 23: qwen35moe.expert_feed_forward_length u32 = 512 +0.02.849.145 I llama_model_loader: - kv 24: qwen35moe.expert_shared_feed_forward_length u32 = 512 +0.02.849.146 I llama_model_loader: - kv 25: qwen35moe.ssm.conv_kernel u32 = 4 +0.02.849.146 I llama_model_loader: - kv 26: qwen35moe.ssm.state_size u32 = 128 +0.02.849.147 I llama_model_loader: - kv 27: qwen35moe.ssm.group_count u32 = 16 +0.02.849.147 I llama_model_loader: - kv 28: qwen35moe.ssm.time_step_rank u32 = 32 +0.02.849.148 I llama_model_loader: - kv 29: qwen35moe.ssm.inner_size u32 = 4096 +0.02.849.149 I llama_model_loader: - kv 30: qwen35moe.full_attention_interval u32 = 4 +0.02.849.149 I llama_model_loader: - kv 31: qwen35moe.rope.dimension_count u32 = 64 +0.02.849.149 I llama_model_loader: - kv 32: qwen35moe.nextn_predict_layers u32 = 1 +0.02.849.150 I llama_model_loader: - kv 33: tokenizer.ggml.model str = gpt2 +0.02.849.151 I llama_model_loader: - kv 34: tokenizer.ggml.pre str = qwen35 +0.02.875.268 I llama_model_loader: - kv 35: tokenizer.ggml.tokens arr[str,248320] = ["!", "\"", "#", "$", "%", "&", "'", ... +0.02.880.839 I llama_model_loader: - kv 36: tokenizer.ggml.token_type arr[i32,248320] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ... +0.02.899.478 I llama_model_loader: - kv 37: tokenizer.ggml.merges arr[str,247587] = ["Ġ Ġ", "ĠĠ ĠĠ", "i n", "Ġ t",... +0.02.899.492 I llama_model_loader: - kv 38: tokenizer.ggml.eos_token_id u32 = 248046 +0.02.899.492 I llama_model_loader: - kv 39: tokenizer.ggml.padding_token_id u32 = 248044 +0.02.899.494 I llama_model_loader: - kv 40: tokenizer.ggml.add_bos_token bool = false +0.02.899.499 I llama_model_loader: - kv 41: tokenizer.chat_template str = {%- set image_count = namespace(value... +0.02.899.500 I llama_model_loader: - kv 42: general.quantization_version u32 = 2 +0.02.899.501 I llama_model_loader: - kv 43: general.file_type u32 = 18 +0.02.899.501 I llama_model_loader: - kv 44: MoE_Quantization.ffn_up_exps str = IQ2_S +0.02.899.502 I llama_model_loader: - kv 45: MoE_Quantization.ffn_gate_exps str = IQ2_S +0.02.899.503 I llama_model_loader: - kv 46: MoE_Quantization.ffn_down_exps str = IQ3_S +0.02.899.503 I llama_model_loader: - kv 47: MoE_Quantization.type_default str = Q6_K +0.02.899.505 I llama_model_loader: - kv 48: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/Qwen3.5-35B-A... +0.02.899.506 I llama_model_loader: - kv 49: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati... +0.02.899.506 I llama_model_loader: - kv 50: quantize.imatrix.entries_count u32 = 470 +0.02.899.507 I llama_model_loader: - kv 51: quantize.imatrix.chunks_count u32 = 50 +0.02.899.508 I llama_model_loader: - type f32: 338 tensors +0.02.899.509 I llama_model_loader: - type q8_0: 10 tensors +0.02.899.509 I llama_model_loader: - type q6_K: 282 tensors +0.02.899.509 I llama_model_loader: - type iq3_s: 40 tensors +0.02.899.510 I llama_model_loader: - type iq2_s: 40 tensors +0.02.899.510 I llama_model_loader: - type bf16: 2 tensors +0.02.899.512 I print_info: file format = GGUF V3 (latest) +0.02.899.513 I print_info: file type = Q6_K +0.02.899.517 I print_info: file size = 13.48 GiB (3.26 BPW) +0.02.899.873 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free +0.02.899.899 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free +0.02.899.907 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free +0.02.899.913 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free +0.02.899.920 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free +0.02.899.930 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free +0.02.899.937 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96687 MiB free +0.02.899.943 I llama_prepare_model_devices: using device CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96687 MiB free +0.03.002.944 I load: 0 unused tokens +0.03.026.454 I load: printing all EOG tokens: +0.03.026.464 I load: - 248044 ('<|endoftext|>') +0.03.026.464 I load: - 248046 ('<|im_end|>') +0.03.026.465 I load: - 248063 ('<|fim_pad|>') +0.03.026.465 I load: - 248064 ('<|repo_name|>') +0.03.026.465 I load: - 248065 ('<|file_sep|>') +0.03.026.639 I load: special tokens cache size = 33 +0.03.076.275 I load: token to piece cache size = 1.7581 MB +0.03.076.294 I print_info: arch = qwen35moe +0.03.076.295 I print_info: vocab_only = 0 +0.03.076.295 I print_info: no_alloc = 0 +0.03.076.296 I print_info: n_ctx_train = 262144 +0.03.076.296 I print_info: n_embd = 2048 +0.03.076.296 I print_info: n_embd_inp = 2048 +0.03.076.297 I print_info: n_layer = 41 +0.03.076.304 I print_info: n_head = 16 +0.03.076.305 I print_info: n_head_kv = 2 +0.03.076.306 I print_info: n_rot = 64 +0.03.076.306 I print_info: n_swa = 0 +0.03.076.306 I print_info: is_swa_any = 0 +0.03.076.306 I print_info: n_embd_head_k = 256 +0.03.076.307 I print_info: n_embd_head_v = 256 +0.03.076.307 I print_info: n_gqa = 8 +0.03.076.309 I print_info: n_embd_k_gqa = 512 +0.03.076.310 I print_info: n_embd_v_gqa = 512 +0.03.076.311 I print_info: f_norm_eps = 0.0e+00 +0.03.076.313 I print_info: f_norm_rms_eps = 1.0e-06 +0.03.076.314 I print_info: f_clamp_kqv = 0.0e+00 +0.03.076.314 I print_info: f_max_alibi_bias = 0.0e+00 +0.03.076.315 I print_info: f_logit_scale = 0.0e+00 +0.03.076.316 I print_info: f_attn_scale = 0.0e+00 +0.03.076.320 I print_info: f_attn_value_scale = 0.0000 +0.03.076.321 I print_info: n_ff = 0 +0.03.076.322 I print_info: n_expert = 256 +0.03.076.322 I print_info: n_expert_used = 8 +0.03.076.322 I print_info: n_expert_groups = 0 +0.03.076.322 I print_info: n_group_used = 0 +0.03.076.322 I print_info: causal attn = 1 +0.03.076.322 I print_info: pooling type = -1 +0.03.076.322 I print_info: rope type = 40 +0.03.076.323 I print_info: rope scaling = linear +0.03.076.324 I print_info: freq_base_train = 10000000.0 +0.03.076.324 I print_info: freq_scale_train = 1 +0.03.076.324 I print_info: n_ctx_orig_yarn = 262144 +0.03.076.325 I print_info: rope_yarn_log_mul = 0.0000 +0.03.076.325 I print_info: rope_finetuned = unknown +0.03.076.325 I print_info: mrope sections = [11, 11, 10, 0] +0.03.076.326 I print_info: ssm_d_conv = 4 +0.03.076.326 I print_info: ssm_d_inner = 4096 +0.03.076.326 I print_info: ssm_d_state = 128 +0.03.076.326 I print_info: ssm_dt_rank = 32 +0.03.076.326 I print_info: ssm_n_group = 16 +0.03.076.326 I print_info: ssm_dt_b_c_rms = 0 +0.03.076.327 I print_info: model type = 35B.A3B +0.03.076.328 I print_info: model params = 35.51 B +0.03.076.328 I print_info: general.name = Qwen3.5 35B A3B +0.03.076.329 I print_info: vocab type = BPE +0.03.076.329 I print_info: n_vocab = 248320 +0.03.076.329 I print_info: n_merges = 247587 +0.03.076.329 I print_info: BOS token = 11 ',' +0.03.076.330 I print_info: EOS token = 248046 '<|im_end|>' +0.03.076.330 I print_info: EOT token = 248046 '<|im_end|>' +0.03.076.330 I print_info: PAD token = 248044 '<|endoftext|>' +0.03.076.330 I print_info: LF token = 198 'Ċ' +0.03.076.330 I print_info: FIM PRE token = 248060 '<|fim_prefix|>' +0.03.076.330 I print_info: FIM SUF token = 248062 '<|fim_suffix|>' +0.03.076.330 I print_info: FIM MID token = 248061 '<|fim_middle|>' +0.03.076.331 I print_info: FIM PAD token = 248063 '<|fim_pad|>' +0.03.076.331 I print_info: FIM REP token = 248064 '<|repo_name|>' +0.03.076.331 I print_info: FIM SEP token = 248065 '<|file_sep|>' +0.03.076.331 I print_info: EOG token = 248044 '<|endoftext|>' +0.03.076.333 I print_info: EOG token = 248046 '<|im_end|>' +0.03.076.333 I print_info: EOG token = 248063 '<|fim_pad|>' +0.03.076.333 I print_info: EOG token = 248064 '<|repo_name|>' +0.03.076.333 I print_info: EOG token = 248065 '<|file_sep|>' +0.03.076.333 I print_info: max token length = 256 +0.03.076.334 I load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false) +0.07.734.265 I load_tensors: offloading output layer to GPU +0.07.734.278 I load_tensors: offloading 40 repeating layers to GPU +0.07.734.278 I load_tensors: offloaded 42/42 layers to GPU +0.07.734.285 I load_tensors: CPU_Mapped model buffer size = 397.85 MiB +0.07.734.286 I load_tensors: CUDA0 model buffer size = 1825.62 MiB +0.07.734.287 I load_tensors: CUDA1 model buffer size = 1520.46 MiB +0.07.734.287 I load_tensors: CUDA2 model buffer size = 1515.11 MiB +0.07.734.288 I load_tensors: CUDA3 model buffer size = 1520.46 MiB +0.07.734.288 I load_tensors: CUDA4 model buffer size = 1825.62 MiB +0.07.734.289 I load_tensors: CUDA5 model buffer size = 1515.11 MiB +0.07.734.289 I load_tensors: CUDA6 model buffer size = 1520.46 MiB +0.07.734.289 I load_tensors: CUDA7 model buffer size = 2164.35 MiB +...................................................................................... +0.08.584.503 I common_init_result: added <|endoftext|> logit bias = -inf +0.08.584.511 I common_init_result: added <|im_end|> logit bias = -inf +0.08.584.512 I common_init_result: added <|fim_pad|> logit bias = -inf +0.08.584.512 I common_init_result: added <|repo_name|> logit bias = -inf +0.08.584.513 I common_init_result: added <|file_sep|> logit bias = -inf +0.08.584.759 I llama_context: constructing llama_context +0.08.584.767 I llama_context: n_seq_max = 16 +0.08.584.768 I llama_context: n_ctx = 8192 +0.08.584.768 I llama_context: n_ctx_seq = 512 +0.08.584.768 I llama_context: n_batch = 8192 +0.08.584.768 I llama_context: n_ubatch = 8192 +0.08.584.769 I llama_context: causal_attn = 1 +0.08.584.769 I llama_context: flash_attn = enabled +0.08.584.769 I llama_context: kv_unified = false +0.08.584.772 I llama_context: freq_base = 10000000.0 +0.08.584.773 I llama_context: freq_scale = 1 +0.08.584.773 I llama_context: n_rs_seq = 0 +0.08.584.774 W llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized +0.08.589.747 I llama_context: CUDA_Host output buffer size = 15.16 MiB +0.08.590.027 I llama_kv_cache: CUDA0 KV buffer size = 16.00 MiB +0.08.590.247 I llama_kv_cache: CUDA1 KV buffer size = 16.00 MiB +0.08.590.487 I llama_kv_cache: CUDA2 KV buffer size = 32.00 MiB +0.08.590.669 I llama_kv_cache: CUDA3 KV buffer size = 16.00 MiB +0.08.590.845 I llama_kv_cache: CUDA4 KV buffer size = 16.00 MiB +0.08.591.048 I llama_kv_cache: CUDA5 KV buffer size = 32.00 MiB +0.08.591.255 I llama_kv_cache: CUDA6 KV buffer size = 16.00 MiB +0.08.591.455 I llama_kv_cache: CUDA7 KV buffer size = 16.00 MiB +0.08.591.487 I llama_kv_cache: size = 160.00 MiB ( 512 cells, 10 layers, 16/16 seqs), K (f16): 80.00 MiB, V (f16): 80.00 MiB +0.08.591.489 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 256 +0.08.591.489 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 256 +0.08.591.731 I llama_memory_recurrent: CUDA0 RS buffer size = 167.50 MiB +0.08.591.959 I llama_memory_recurrent: CUDA1 RS buffer size = 134.00 MiB +0.08.592.176 I llama_memory_recurrent: CUDA2 RS buffer size = 100.50 MiB +0.08.592.399 I llama_memory_recurrent: CUDA3 RS buffer size = 134.00 MiB +0.08.592.645 I llama_memory_recurrent: CUDA4 RS buffer size = 167.50 MiB +0.08.592.849 I llama_memory_recurrent: CUDA5 RS buffer size = 100.50 MiB +0.08.593.072 I llama_memory_recurrent: CUDA6 RS buffer size = 134.00 MiB +0.08.593.295 I llama_memory_recurrent: CUDA7 RS buffer size = 67.00 MiB +0.08.593.306 I llama_memory_recurrent: size = 1005.00 MiB ( 16 cells, 41 layers, 16 seqs 0 rs_seq), R (f32): 45.00 MiB, S (f32): 960.00 MiB +0.08.593.387 I llama_context: pipeline parallelism enabled +0.08.593.393 I sched_reserve: reserving ... +0.08.665.970 I sched_reserve: resolving fused Gated Delta Net support: +0.08.666.986 I sched_reserve: fused Gated Delta Net (autoregressive) enabled +0.08.671.113 I sched_reserve: fused Gated Delta Net (chunked) enabled +0.08.730.787 I sched_reserve: CUDA0 compute buffer size = 1417.00 MiB +0.08.730.801 I sched_reserve: CUDA1 compute buffer size = 1377.00 MiB +0.08.730.802 I sched_reserve: CUDA2 compute buffer size = 1377.00 MiB +0.08.730.802 I sched_reserve: CUDA3 compute buffer size = 1377.00 MiB +0.08.730.803 I sched_reserve: CUDA4 compute buffer size = 1377.00 MiB +0.08.730.803 I sched_reserve: CUDA5 compute buffer size = 1377.00 MiB +0.08.730.803 I sched_reserve: CUDA6 compute buffer size = 1377.00 MiB +0.08.730.804 I sched_reserve: CUDA7 compute buffer size = 8241.13 MiB +0.08.730.805 I sched_reserve: CUDA_Host compute buffer size = 193.25 MiB +0.08.730.806 I sched_reserve: graph nodes = 3818 +0.08.730.806 I sched_reserve: graph splits = 9 +0.08.730.807 I sched_reserve: reserve took 137.41 ms, sched copies = 4 +0.08.730.864 W common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) +0.08.831.745 I +0.08.831.843 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 | +0.08.869.600 I kl_divergence: computing over 580 chunks, n_ctx=512, batch_size=8192, n_seq=16 +0.10.697.701 I kl_divergence: 1.83 seconds per pass - ETA 1.10 minutes + +chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p + 1 4.4104 ± 0.6234 0.04824 ± 0.01717 0.04394 ± 0.00771 7.818 ± 1.563 % 91.373 ± 1.762 % + 2 6.4548 ± 0.7569 0.07292 ± 0.01457 0.04682 ± 0.00556 7.124 ± 0.957 % 92.353 ± 1.178 % + 3 5.7317 ± 0.5237 0.12469 ± 0.01627 0.09210 ± 0.00843 12.279 ± 0.938 % 89.281 ± 1.119 % + 4 5.5854 ± 0.4175 0.09973 ± 0.01375 0.08556 ± 0.00676 11.275 ± 0.781 % 88.529 ± 0.998 % + 5 5.6999 ± 0.3744 0.08596 ± 0.01293 0.08043 ± 0.00615 10.470 ± 0.690 % 89.020 ± 0.876 % + 6 5.8728 ± 0.3516 0.08371 ± 0.01125 0.07632 ± 0.00518 9.927 ± 0.611 % 89.412 ± 0.787 % + 7 6.0552 ± 0.3360 0.07976 ± 0.01042 0.07488 ± 0.00462 9.569 ± 0.556 % 89.468 ± 0.727 % + 8 6.5549 ± 0.3508 0.07150 ± 0.00950 0.07181 ± 0.00408 9.175 ± 0.510 % 89.657 ± 0.674 % + 9 7.0621 ± 0.3622 0.06755 ± 0.00882 0.06937 ± 0.00371 8.907 ± 0.474 % 89.717 ± 0.634 % + 10 7.4618 ± 0.3653 0.06905 ± 0.00826 0.06782 ± 0.00340 8.623 ± 0.446 % 89.529 ± 0.606 % + 11 7.3662 ± 0.3401 0.06651 ± 0.00774 0.06541 ± 0.00312 8.356 ± 0.420 % 89.733 ± 0.573 % + 12 7.4648 ± 0.3320 0.06930 ± 0.00732 0.06529 ± 0.00299 8.364 ± 0.409 % 89.804 ± 0.547 % + 13 7.9447 ± 0.3477 0.07566 ± 0.00706 0.06593 ± 0.00287 8.390 ± 0.401 % 89.472 ± 0.533 % + 14 7.5317 ± 0.3142 0.07471 ± 0.00671 0.06452 ± 0.00270 8.343 ± 0.382 % 89.524 ± 0.513 % + 15 7.4724 ± 0.2998 0.07364 ± 0.00645 0.06361 ± 0.00269 8.314 ± 0.388 % 89.725 ± 0.491 % + 16 7.5420 ± 0.2948 0.07380 ± 0.00615 0.06273 ± 0.00255 8.257 ± 0.369 % 89.804 ± 0.474 % + 17 7.1195 ± 0.2670 0.06997 ± 0.00587 0.06089 ± 0.00241 8.164 ± 0.355 % 89.988 ± 0.456 % + 18 7.1492 ± 0.2604 0.06598 ± 0.00566 0.06034 ± 0.00237 8.080 ± 0.344 % 90.087 ± 0.441 % + 19 7.0695 ± 0.2509 0.06422 ± 0.00545 0.05985 ± 0.00226 7.977 ± 0.331 % 90.031 ± 0.430 % + 20 6.9963 ± 0.2404 0.06407 ± 0.00534 0.06034 ± 0.00217 7.898 ± 0.318 % 89.745 ± 0.425 % + 21 6.7927 ± 0.2267 0.06210 ± 0.00530 0.06077 ± 0.00214 8.002 ± 0.313 % 89.711 ± 0.415 % + 22 6.7354 ± 0.2194 0.06149 ± 0.00517 0.06088 ± 0.00207 8.014 ± 0.301 % 89.643 ± 0.407 % + 23 6.4886 ± 0.2054 0.06100 ± 0.00506 0.06080 ± 0.00202 8.063 ± 0.298 % 89.753 ± 0.396 % + 24 6.1956 ± 0.1902 0.05728 ± 0.00496 0.06090 ± 0.00209 8.149 ± 0.301 % 89.918 ± 0.385 % + 25 6.0765 ± 0.1822 0.05676 ± 0.00490 0.06131 ± 0.00203 8.197 ± 0.291 % 89.992 ± 0.376 % + 26 5.9161 ± 0.1723 0.05616 ± 0.00478 0.06114 ± 0.00197 8.238 ± 0.284 % 90.045 ± 0.368 % + 27 5.8193 ± 0.1657 0.05441 ± 0.00469 0.06125 ± 0.00192 8.204 ± 0.276 % 90.080 ± 0.360 % + 28 5.7589 ± 0.1607 0.05339 ± 0.00459 0.06095 ± 0.00186 8.137 ± 0.269 % 90.112 ± 0.353 % + 29 5.7624 ± 0.1582 0.05312 ± 0.00449 0.06064 ± 0.00182 8.131 ± 0.265 % 90.183 ± 0.346 % + 30 5.7303 ± 0.1545 0.05451 ± 0.00446 0.06070 ± 0.00178 8.088 ± 0.259 % 90.209 ± 0.340 % + 31 5.6812 ± 0.1501 0.05391 ± 0.00440 0.06077 ± 0.00174 8.121 ± 0.255 % 90.158 ± 0.335 % + 32 5.7019 ± 0.1488 0.05302 ± 0.00432 0.06080 ± 0.00171 8.102 ± 0.250 % 90.172 ± 0.330 % + 33 5.6960 ± 0.1466 0.05308 ± 0.00428 0.06123 ± 0.00170 8.153 ± 0.247 % 90.101 ± 0.326 % + 34 5.7448 ± 0.1464 0.05287 ± 0.00421 0.06127 ± 0.00166 8.114 ± 0.242 % 89.988 ± 0.322 % + 35 5.8334 ± 0.1468 0.05358 ± 0.00419 0.06214 ± 0.00171 8.127 ± 0.243 % 89.826 ± 0.320 % + 36 5.9516 ± 0.1481 0.05269 ± 0.00413 0.06222 ± 0.00167 8.073 ± 0.238 % 89.782 ± 0.316 % + 37 6.0322 ± 0.1481 0.05370 ± 0.00408 0.06224 ± 0.00164 8.060 ± 0.238 % 89.581 ± 0.315 % + 38 6.0007 ± 0.1450 0.05309 ± 0.00402 0.06207 ± 0.00162 8.046 ± 0.234 % 89.608 ± 0.310 % + 39 6.0151 ± 0.1438 0.05206 ± 0.00395 0.06174 ± 0.00159 8.006 ± 0.230 % 89.643 ± 0.306 % + 40 6.0552 ± 0.1436 0.05167 ± 0.00390 0.06138 ± 0.00155 7.972 ± 0.227 % 89.647 ± 0.302 % + 41 6.0676 ± 0.1422 0.05092 ± 0.00385 0.06105 ± 0.00152 7.935 ± 0.223 % 89.651 ± 0.298 % + 42 6.1250 ± 0.1421 0.05109 ± 0.00379 0.06108 ± 0.00150 7.917 ± 0.219 % 89.655 ± 0.294 % + 43 6.1199 ± 0.1402 0.05091 ± 0.00374 0.06075 ± 0.00147 7.891 ± 0.215 % 89.667 ± 0.291 % + 44 6.1017 ± 0.1378 0.05105 ± 0.00369 0.06062 ± 0.00145 7.888 ± 0.211 % 89.670 ± 0.287 % + 45 6.1546 ± 0.1379 0.05113 ± 0.00365 0.06046 ± 0.00142 7.853 ± 0.208 % 89.656 ± 0.284 % + 46 6.1269 ± 0.1356 0.05099 ± 0.00360 0.06019 ± 0.00140 7.823 ± 0.205 % 89.659 ± 0.281 % + 47 6.2396 ± 0.1372 0.05118 ± 0.00354 0.05987 ± 0.00137 7.785 ± 0.202 % 89.604 ± 0.279 % + 48 6.2909 ± 0.1370 0.05099 ± 0.00349 0.05943 ± 0.00135 7.752 ± 0.199 % 89.681 ± 0.275 % + 49 6.2544 ± 0.1345 0.05119 ± 0.00344 0.05903 ± 0.00132 7.719 ± 0.196 % 89.732 ± 0.272 % + 50 6.2608 ± 0.1332 0.05246 ± 0.00345 0.06052 ± 0.00133 7.797 ± 0.193 % 89.702 ± 0.269 % + 51 6.2522 ± 0.1315 0.05183 ± 0.00340 0.06041 ± 0.00131 7.795 ± 0.190 % 89.704 ± 0.267 % + 52 6.2921 ± 0.1314 0.05143 ± 0.00337 0.06042 ± 0.00129 7.781 ± 0.187 % 89.638 ± 0.265 % + 53 6.3338 ± 0.1309 0.05129 ± 0.00333 0.06009 ± 0.00127 7.739 ± 0.185 % 89.634 ± 0.262 % + 54 6.3572 ± 0.1303 0.05093 ± 0.00329 0.05991 ± 0.00125 7.722 ± 0.183 % 89.637 ± 0.260 % + 55 6.3630 ± 0.1292 0.05089 ± 0.00325 0.05957 ± 0.00123 7.680 ± 0.180 % 89.604 ± 0.258 % + 56 6.3856 ± 0.1286 0.05075 ± 0.00322 0.05949 ± 0.00121 7.663 ± 0.178 % 89.615 ± 0.255 % + 57 6.3910 ± 0.1276 0.05091 ± 0.00320 0.05971 ± 0.00120 7.695 ± 0.177 % 89.632 ± 0.253 % + 58 6.3993 ± 0.1265 0.05055 ± 0.00316 0.05957 ± 0.00119 7.683 ± 0.176 % 89.669 ± 0.250 % + 59 6.4001 ± 0.1253 0.05107 ± 0.00315 0.05974 ± 0.00121 7.711 ± 0.175 % 89.711 ± 0.248 % + 60 6.4317 ± 0.1251 0.05031 ± 0.00312 0.05958 ± 0.00119 7.670 ± 0.174 % 89.686 ± 0.246 % + 61 6.4573 ± 0.1248 0.05030 ± 0.00310 0.05942 ± 0.00118 7.651 ± 0.171 % 89.669 ± 0.244 % + 62 6.5107 ± 0.1250 0.05077 ± 0.00307 0.05938 ± 0.00117 7.661 ± 0.171 % 89.627 ± 0.243 % + 63 6.5595 ± 0.1252 0.05062 ± 0.00304 0.05932 ± 0.00115 7.643 ± 0.169 % 89.636 ± 0.240 % + 64 6.6056 ± 0.1251 0.05049 ± 0.00301 0.05904 ± 0.00113 7.604 ± 0.168 % 89.638 ± 0.239 % + 65 6.6682 ± 0.1256 0.05011 ± 0.00297 0.05876 ± 0.00112 7.572 ± 0.166 % 89.629 ± 0.237 % + 66 6.7024 ± 0.1254 0.05069 ± 0.00296 0.05874 ± 0.00111 7.556 ± 0.164 % 89.608 ± 0.235 % + 67 6.7747 ± 0.1264 0.05092 ± 0.00295 0.05889 ± 0.00110 7.541 ± 0.162 % 89.593 ± 0.234 % + 68 6.8028 ± 0.1260 0.05114 ± 0.00293 0.05882 ± 0.00109 7.521 ± 0.161 % 89.562 ± 0.232 % + 69 6.8179 ± 0.1252 0.05062 ± 0.00290 0.05844 ± 0.00107 7.484 ± 0.159 % 89.582 ± 0.230 % + 70 6.7867 ± 0.1237 0.05075 ± 0.00288 0.05832 ± 0.00106 7.474 ± 0.157 % 89.613 ± 0.228 % + 71 6.8320 ± 0.1236 0.05059 ± 0.00285 0.05811 ± 0.00105 7.446 ± 0.156 % 89.605 ± 0.227 % + 72 6.8418 ± 0.1228 0.04973 ± 0.00283 0.05800 ± 0.00103 7.432 ± 0.155 % 89.635 ± 0.225 % + 73 6.8709 ± 0.1226 0.04950 ± 0.00281 0.05794 ± 0.00102 7.406 ± 0.153 % 89.616 ± 0.224 % + 74 6.8750 ± 0.1219 0.04986 ± 0.00278 0.05778 ± 0.00101 7.394 ± 0.152 % 89.613 ± 0.222 % + 75 6.8634 ± 0.1211 0.04991 ± 0.00276 0.05763 ± 0.00100 7.400 ± 0.152 % 89.616 ± 0.221 % + 76 6.8628 ± 0.1203 0.04988 ± 0.00273 0.05757 ± 0.00099 7.405 ± 0.151 % 89.623 ± 0.219 % + 77 6.8994 ± 0.1204 0.05065 ± 0.00271 0.05749 ± 0.00099 7.387 ± 0.150 % 89.600 ± 0.218 % + 78 6.9123 ± 0.1203 0.05063 ± 0.00269 0.05736 ± 0.00098 7.366 ± 0.148 % 89.648 ± 0.216 % + 79 6.8173 ± 0.1178 0.05396 ± 0.00274 0.06068 ± 0.00109 8.029 ± 0.167 % 89.605 ± 0.215 % + 80 6.7455 ± 0.1155 0.05756 ± 0.00279 0.06275 ± 0.00111 8.269 ± 0.165 % 89.554 ± 0.214 % + 81 6.7200 ± 0.1142 0.05741 ± 0.00277 0.06273 ± 0.00110 8.244 ± 0.163 % 89.552 ± 0.213 % + 82 6.7278 ± 0.1136 0.05737 ± 0.00274 0.06279 ± 0.00110 8.224 ± 0.162 % 89.555 ± 0.212 % + 83 6.7347 ± 0.1130 0.05730 ± 0.00272 0.06268 ± 0.00108 8.198 ± 0.160 % 89.544 ± 0.210 % + 84 6.7269 ± 0.1121 0.05697 ± 0.00271 0.06263 ± 0.00107 8.185 ± 0.159 % 89.524 ± 0.209 % + 85 6.7499 ± 0.1118 0.05733 ± 0.00271 0.06280 ± 0.00110 8.188 ± 0.159 % 89.536 ± 0.208 % + 86 6.7858 ± 0.1119 0.05712 ± 0.00269 0.06263 ± 0.00108 8.156 ± 0.158 % 89.567 ± 0.206 % + 87 6.7862 ± 0.1112 0.05699 ± 0.00267 0.06245 ± 0.00107 8.133 ± 0.157 % 89.606 ± 0.205 % + 88 6.7904 ± 0.1108 0.05660 ± 0.00265 0.06243 ± 0.00107 8.132 ± 0.156 % 89.621 ± 0.204 % + 89 6.7629 ± 0.1096 0.05666 ± 0.00263 0.06234 ± 0.00106 8.133 ± 0.154 % 89.597 ± 0.203 % + 90 6.7451 ± 0.1086 0.05653 ± 0.00262 0.06230 ± 0.00105 8.131 ± 0.153 % 89.586 ± 0.202 % + 91 6.7425 ± 0.1079 0.05612 ± 0.00260 0.06204 ± 0.00104 8.107 ± 0.152 % 89.571 ± 0.201 % + 92 6.7282 ± 0.1070 0.05565 ± 0.00258 0.06183 ± 0.00103 8.084 ± 0.150 % 89.569 ± 0.200 % + 93 6.7534 ± 0.1068 0.05591 ± 0.00257 0.06191 ± 0.00102 8.089 ± 0.150 % 89.564 ± 0.199 % + 94 6.7639 ± 0.1064 0.05668 ± 0.00256 0.06198 ± 0.00101 8.085 ± 0.149 % 89.533 ± 0.198 % + 95 6.7768 ± 0.1061 0.05635 ± 0.00254 0.06180 ± 0.00100 8.058 ± 0.148 % 89.536 ± 0.197 % + 96 6.7667 ± 0.1052 0.05617 ± 0.00252 0.06177 ± 0.00099 8.046 ± 0.147 % 89.547 ± 0.196 % + 97 6.7564 ± 0.1045 0.05632 ± 0.00251 0.06161 ± 0.00099 8.028 ± 0.146 % 89.561 ± 0.194 % + 98 6.7454 ± 0.1036 0.05588 ± 0.00249 0.06156 ± 0.00098 8.014 ± 0.145 % 89.536 ± 0.194 % + 99 6.7457 ± 0.1031 0.05556 ± 0.00248 0.06164 ± 0.00098 8.001 ± 0.144 % 89.511 ± 0.193 % + 100 6.7654 ± 0.1029 0.05575 ± 0.00246 0.06158 ± 0.00097 7.977 ± 0.143 % 89.494 ± 0.192 % + 101 6.7747 ± 0.1026 0.05571 ± 0.00245 0.06153 ± 0.00096 7.961 ± 0.142 % 89.482 ± 0.191 % + 102 6.7670 ± 0.1020 0.05547 ± 0.00243 0.06134 ± 0.00095 7.942 ± 0.141 % 89.500 ± 0.190 % + 103 6.7522 ± 0.1012 0.05632 ± 0.00243 0.06173 ± 0.00095 7.967 ± 0.140 % 89.476 ± 0.189 % + 104 6.7409 ± 0.1006 0.05604 ± 0.00242 0.06164 ± 0.00095 7.974 ± 0.139 % 89.498 ± 0.188 % + 105 6.7505 ± 0.1003 0.05657 ± 0.00241 0.06160 ± 0.00094 7.954 ± 0.138 % 89.516 ± 0.187 % + 106 6.7728 ± 0.1003 0.05655 ± 0.00240 0.06145 ± 0.00093 7.945 ± 0.138 % 89.541 ± 0.186 % + 107 6.8025 ± 0.1003 0.05664 ± 0.00238 0.06132 ± 0.00093 7.920 ± 0.137 % 89.518 ± 0.185 % + 108 6.8546 ± 0.1009 0.05652 ± 0.00237 0.06118 ± 0.00092 7.901 ± 0.136 % 89.546 ± 0.184 % + 109 6.8488 ± 0.1003 0.05667 ± 0.00236 0.06119 ± 0.00091 7.898 ± 0.135 % 89.541 ± 0.184 % + 110 6.9040 ± 0.1009 0.05638 ± 0.00235 0.06108 ± 0.00090 7.873 ± 0.134 % 89.494 ± 0.183 % + 111 6.9333 ± 0.1010 0.05600 ± 0.00233 0.06085 ± 0.00090 7.850 ± 0.134 % 89.497 ± 0.182 % + 112 6.9513 ± 0.1008 0.05577 ± 0.00232 0.06070 ± 0.00089 7.833 ± 0.133 % 89.506 ± 0.181 % + 113 6.9859 ± 0.1012 0.05562 ± 0.00230 0.06065 ± 0.00088 7.826 ± 0.132 % 89.502 ± 0.181 % + 114 7.0350 ± 0.1017 0.05543 ± 0.00229 0.06043 ± 0.00088 7.802 ± 0.132 % 89.474 ± 0.180 % + 115 7.0629 ± 0.1018 0.05532 ± 0.00228 0.06029 ± 0.00087 7.782 ± 0.131 % 89.470 ± 0.179 % + 116 7.0143 ± 0.1005 0.05625 ± 0.00229 0.06121 ± 0.00088 7.885 ± 0.131 % 89.429 ± 0.179 % + 117 7.0079 ± 0.1000 0.05631 ± 0.00227 0.06111 ± 0.00088 7.867 ± 0.130 % 89.402 ± 0.178 % + 118 7.0096 ± 0.0996 0.05643 ± 0.00226 0.06101 ± 0.00087 7.850 ± 0.130 % 89.392 ± 0.178 % + 119 6.9796 ± 0.0987 0.05678 ± 0.00225 0.06096 ± 0.00086 7.846 ± 0.129 % 89.405 ± 0.177 % + 120 6.9849 ± 0.0984 0.05706 ± 0.00225 0.06089 ± 0.00086 7.845 ± 0.128 % 89.418 ± 0.176 % + 121 6.9674 ± 0.0978 0.05705 ± 0.00223 0.06073 ± 0.00085 7.831 ± 0.127 % 89.438 ± 0.175 % + 122 6.9489 ± 0.0970 0.05706 ± 0.00222 0.06065 ± 0.00085 7.825 ± 0.127 % 89.441 ± 0.174 % + 123 6.9367 ± 0.0965 0.05681 ± 0.00221 0.06049 ± 0.00084 7.812 ± 0.126 % 89.479 ± 0.173 % + 124 6.9125 ± 0.0957 0.05691 ± 0.00220 0.06052 ± 0.00084 7.807 ± 0.125 % 89.453 ± 0.173 % + 125 6.8906 ± 0.0949 0.05707 ± 0.00219 0.06053 ± 0.00083 7.797 ± 0.124 % 89.456 ± 0.172 % + 126 6.8669 ± 0.0941 0.05714 ± 0.00218 0.06043 ± 0.00083 7.783 ± 0.124 % 89.480 ± 0.171 % + 127 6.8387 ± 0.0934 0.05734 ± 0.00218 0.06063 ± 0.00083 7.804 ± 0.123 % 89.470 ± 0.171 % + 128 6.7921 ± 0.0922 0.05758 ± 0.00217 0.06074 ± 0.00082 7.819 ± 0.123 % 89.464 ± 0.170 % + 129 6.7579 ± 0.0913 0.05772 ± 0.00215 0.06073 ± 0.00082 7.810 ± 0.122 % 89.476 ± 0.169 % + 130 6.7326 ± 0.0905 0.05782 ± 0.00215 0.06068 ± 0.00081 7.804 ± 0.121 % 89.496 ± 0.168 % + 131 6.7060 ± 0.0897 0.05758 ± 0.00214 0.06060 ± 0.00081 7.797 ± 0.121 % 89.487 ± 0.168 % + 132 6.7142 ± 0.0895 0.05759 ± 0.00213 0.06052 ± 0.00080 7.786 ± 0.120 % 89.492 ± 0.167 % + 133 6.7120 ± 0.0891 0.05736 ± 0.00212 0.06038 ± 0.00080 7.772 ± 0.119 % 89.503 ± 0.166 % + 134 6.7153 ± 0.0888 0.05740 ± 0.00211 0.06046 ± 0.00081 7.774 ± 0.119 % 89.485 ± 0.166 % + 135 6.7239 ± 0.0886 0.05752 ± 0.00210 0.06037 ± 0.00080 7.765 ± 0.119 % 89.473 ± 0.165 % + 136 6.7081 ± 0.0880 0.05697 ± 0.00209 0.06039 ± 0.00082 7.770 ± 0.119 % 89.498 ± 0.165 % + 137 6.6887 ± 0.0873 0.05707 ± 0.00208 0.06028 ± 0.00082 7.761 ± 0.118 % 89.469 ± 0.164 % + 138 6.6902 ± 0.0870 0.05687 ± 0.00207 0.06024 ± 0.00081 7.751 ± 0.118 % 89.466 ± 0.164 % + 139 6.7017 ± 0.0869 0.05672 ± 0.00206 0.06020 ± 0.00081 7.741 ± 0.117 % 89.485 ± 0.163 % + 140 6.7038 ± 0.0866 0.05678 ± 0.00205 0.06012 ± 0.00080 7.733 ± 0.117 % 89.485 ± 0.162 % + 141 6.7153 ± 0.0865 0.05642 ± 0.00205 0.06009 ± 0.00080 7.722 ± 0.116 % 89.467 ± 0.162 % + 142 6.7283 ± 0.0864 0.05628 ± 0.00204 0.05993 ± 0.00079 7.709 ± 0.115 % 89.456 ± 0.161 % + 143 6.7252 ± 0.0860 0.05651 ± 0.00203 0.05991 ± 0.00079 7.707 ± 0.115 % 89.472 ± 0.161 % + 144 6.7332 ± 0.0859 0.05659 ± 0.00202 0.05981 ± 0.00079 7.702 ± 0.114 % 89.477 ± 0.160 % + 145 6.7083 ± 0.0852 0.05639 ± 0.00201 0.05961 ± 0.00078 7.681 ± 0.114 % 89.506 ± 0.159 % + 146 6.6947 ± 0.0847 0.05650 ± 0.00200 0.05949 ± 0.00078 7.668 ± 0.113 % 89.525 ± 0.159 % + 147 6.6715 ± 0.0840 0.05666 ± 0.00199 0.05934 ± 0.00077 7.662 ± 0.113 % 89.534 ± 0.158 % + 148 6.6544 ± 0.0834 0.05628 ± 0.00198 0.05924 ± 0.00077 7.650 ± 0.112 % 89.526 ± 0.158 % + 149 6.6167 ± 0.0826 0.05599 ± 0.00197 0.05903 ± 0.00076 7.639 ± 0.112 % 89.546 ± 0.157 % + 150 6.5930 ± 0.0820 0.05584 ± 0.00197 0.05908 ± 0.00076 7.638 ± 0.111 % 89.569 ± 0.156 % + 151 6.5826 ± 0.0816 0.05602 ± 0.00196 0.05895 ± 0.00076 7.629 ± 0.111 % 89.583 ± 0.156 % + 152 6.5595 ± 0.0810 0.05587 ± 0.00195 0.05886 ± 0.00075 7.626 ± 0.110 % 89.598 ± 0.155 % + 153 6.5336 ± 0.0803 0.05561 ± 0.00194 0.05880 ± 0.00075 7.628 ± 0.110 % 89.599 ± 0.155 % + 154 6.5262 ± 0.0798 0.05570 ± 0.00193 0.05870 ± 0.00074 7.625 ± 0.109 % 89.598 ± 0.154 % + 155 6.5069 ± 0.0792 0.05522 ± 0.00193 0.05862 ± 0.00074 7.616 ± 0.109 % 89.602 ± 0.154 % + 156 6.4801 ± 0.0786 0.05518 ± 0.00192 0.05849 ± 0.00074 7.609 ± 0.108 % 89.618 ± 0.153 % + 157 6.4579 ± 0.0780 0.05507 ± 0.00191 0.05843 ± 0.00073 7.596 ± 0.108 % 89.582 ± 0.153 % + 158 6.4400 ± 0.0774 0.05471 ± 0.00190 0.05837 ± 0.00073 7.593 ± 0.107 % 89.590 ± 0.152 % + 159 6.4138 ± 0.0768 0.05440 ± 0.00189 0.05829 ± 0.00073 7.586 ± 0.107 % 89.587 ± 0.152 % + 160 6.3943 ± 0.0762 0.05407 ± 0.00189 0.05819 ± 0.00072 7.579 ± 0.106 % 89.586 ± 0.151 % + 161 6.3869 ± 0.0758 0.05391 ± 0.00188 0.05816 ± 0.00072 7.577 ± 0.105 % 89.604 ± 0.151 % + 162 6.3678 ± 0.0753 0.05382 ± 0.00187 0.05808 ± 0.00071 7.573 ± 0.105 % 89.603 ± 0.150 % + 163 6.3515 ± 0.0748 0.05399 ± 0.00187 0.05807 ± 0.00071 7.580 ± 0.104 % 89.587 ± 0.150 % + 164 6.3449 ± 0.0745 0.05386 ± 0.00186 0.05800 ± 0.00071 7.575 ± 0.104 % 89.567 ± 0.149 % + 165 6.3582 ± 0.0744 0.05387 ± 0.00185 0.05797 ± 0.00070 7.572 ± 0.104 % 89.547 ± 0.149 % + 166 6.3482 ± 0.0741 0.05366 ± 0.00185 0.05786 ± 0.00070 7.567 ± 0.103 % 89.554 ± 0.149 % + 167 6.3734 ± 0.0743 0.05382 ± 0.00184 0.05784 ± 0.00070 7.569 ± 0.103 % 89.578 ± 0.148 % + 168 6.3773 ± 0.0741 0.05387 ± 0.00184 0.05784 ± 0.00069 7.560 ± 0.102 % 89.580 ± 0.148 % + 169 6.4116 ± 0.0743 0.05388 ± 0.00183 0.05783 ± 0.00069 7.556 ± 0.102 % 89.560 ± 0.147 % + 170 6.4197 ± 0.0742 0.05398 ± 0.00183 0.05778 ± 0.00069 7.542 ± 0.102 % 89.557 ± 0.147 % + 171 6.4603 ± 0.0747 0.05399 ± 0.00182 0.05770 ± 0.00068 7.528 ± 0.101 % 89.549 ± 0.147 % + 172 6.4990 ± 0.0750 0.05396 ± 0.00181 0.05758 ± 0.00068 7.515 ± 0.101 % 89.544 ± 0.146 % + 173 6.5208 ± 0.0751 0.05403 ± 0.00181 0.05765 ± 0.00069 7.500 ± 0.101 % 89.536 ± 0.146 % + 174 6.5708 ± 0.0757 0.05397 ± 0.00181 0.05765 ± 0.00069 7.491 ± 0.100 % 89.518 ± 0.145 % + 175 6.5882 ± 0.0757 0.05375 ± 0.00180 0.05758 ± 0.00068 7.484 ± 0.100 % 89.506 ± 0.145 % + 176 6.6223 ± 0.0760 0.05361 ± 0.00179 0.05751 ± 0.00068 7.475 ± 0.099 % 89.508 ± 0.145 % + 177 6.6480 ± 0.0763 0.05360 ± 0.00179 0.05755 ± 0.00068 7.474 ± 0.099 % 89.496 ± 0.144 % + 178 6.6539 ± 0.0762 0.05378 ± 0.00178 0.05751 ± 0.00067 7.467 ± 0.099 % 89.500 ± 0.144 % + 179 6.6520 ± 0.0759 0.05388 ± 0.00179 0.05800 ± 0.00068 7.479 ± 0.098 % 89.456 ± 0.144 % + 180 6.6436 ± 0.0756 0.05490 ± 0.00180 0.05884 ± 0.00068 7.535 ± 0.098 % 89.418 ± 0.144 % + 181 6.6674 ± 0.0757 0.05499 ± 0.00179 0.05881 ± 0.00068 7.528 ± 0.098 % 89.414 ± 0.143 % + 182 6.6730 ± 0.0756 0.05536 ± 0.00179 0.05898 ± 0.00068 7.531 ± 0.098 % 89.429 ± 0.143 % + 183 6.6768 ± 0.0755 0.05567 ± 0.00179 0.05911 ± 0.00068 7.533 ± 0.097 % 89.427 ± 0.142 % + 184 6.6827 ± 0.0754 0.05549 ± 0.00178 0.05921 ± 0.00068 7.534 ± 0.097 % 89.414 ± 0.142 % + 185 6.6836 ± 0.0752 0.05530 ± 0.00178 0.05910 ± 0.00068 7.525 ± 0.097 % 89.427 ± 0.142 % + 186 6.6879 ± 0.0751 0.05543 ± 0.00178 0.05929 ± 0.00068 7.547 ± 0.097 % 89.435 ± 0.141 % + 187 6.6928 ± 0.0749 0.05526 ± 0.00177 0.05926 ± 0.00068 7.544 ± 0.097 % 89.443 ± 0.141 % + 188 6.7046 ± 0.0749 0.05510 ± 0.00176 0.05920 ± 0.00068 7.534 ± 0.097 % 89.451 ± 0.140 % + 189 6.7247 ± 0.0750 0.05497 ± 0.00176 0.05913 ± 0.00068 7.529 ± 0.096 % 89.447 ± 0.140 % + 190 6.7423 ± 0.0751 0.05488 ± 0.00175 0.05910 ± 0.00067 7.521 ± 0.096 % 89.426 ± 0.140 % + 191 6.7466 ± 0.0749 0.05481 ± 0.00175 0.05906 ± 0.00067 7.523 ± 0.096 % 89.420 ± 0.139 % + 192 6.7505 ± 0.0748 0.05488 ± 0.00174 0.05907 ± 0.00067 7.526 ± 0.096 % 89.434 ± 0.139 % + 193 6.7653 ± 0.0748 0.05460 ± 0.00174 0.05901 ± 0.00067 7.514 ± 0.095 % 89.422 ± 0.139 % + 194 6.7858 ± 0.0748 0.05447 ± 0.00173 0.05892 ± 0.00066 7.502 ± 0.095 % 89.434 ± 0.138 % + 195 6.8068 ± 0.0749 0.05439 ± 0.00173 0.05887 ± 0.00066 7.491 ± 0.095 % 89.426 ± 0.138 % + 196 6.8174 ± 0.0749 0.05422 ± 0.00172 0.05880 ± 0.00066 7.481 ± 0.094 % 89.420 ± 0.138 % + 197 6.8037 ± 0.0745 0.05436 ± 0.00172 0.05885 ± 0.00066 7.483 ± 0.094 % 89.418 ± 0.137 % + 198 6.8002 ± 0.0743 0.05436 ± 0.00171 0.05879 ± 0.00065 7.477 ± 0.094 % 89.430 ± 0.137 % + 199 6.7913 ± 0.0740 0.05435 ± 0.00171 0.05869 ± 0.00065 7.470 ± 0.094 % 89.439 ± 0.136 % + 200 6.7982 ± 0.0739 0.05448 ± 0.00171 0.05870 ± 0.00065 7.473 ± 0.093 % 89.437 ± 0.136 % + 201 6.8017 ± 0.0738 0.05456 ± 0.00170 0.05886 ± 0.00065 7.498 ± 0.094 % 89.427 ± 0.136 % + 202 6.8241 ± 0.0739 0.05464 ± 0.00170 0.05886 ± 0.00065 7.495 ± 0.094 % 89.420 ± 0.136 % + 203 6.8510 ± 0.0741 0.05486 ± 0.00170 0.05883 ± 0.00065 7.491 ± 0.094 % 89.419 ± 0.135 % + 204 6.8706 ± 0.0742 0.05491 ± 0.00169 0.05873 ± 0.00064 7.481 ± 0.093 % 89.418 ± 0.135 % + 205 6.8627 ± 0.0739 0.05509 ± 0.00169 0.05883 ± 0.00065 7.497 ± 0.093 % 89.425 ± 0.135 % + 206 6.8858 ± 0.0740 0.05538 ± 0.00168 0.05885 ± 0.00065 7.500 ± 0.093 % 89.412 ± 0.134 % + 207 6.8700 ± 0.0736 0.05534 ± 0.00168 0.05883 ± 0.00065 7.497 ± 0.093 % 89.436 ± 0.134 % + 208 6.8794 ± 0.0736 0.05547 ± 0.00168 0.05882 ± 0.00065 7.494 ± 0.093 % 89.433 ± 0.133 % + 209 6.8752 ± 0.0734 0.05532 ± 0.00167 0.05893 ± 0.00065 7.495 ± 0.093 % 89.408 ± 0.133 % + 210 6.8749 ± 0.0732 0.05526 ± 0.00167 0.05892 ± 0.00064 7.496 ± 0.092 % 89.395 ± 0.133 % + 211 6.8757 ± 0.0730 0.05519 ± 0.00167 0.05888 ± 0.00064 7.488 ± 0.092 % 89.382 ± 0.133 % + 212 6.8787 ± 0.0729 0.05509 ± 0.00166 0.05885 ± 0.00064 7.484 ± 0.092 % 89.375 ± 0.133 % + 213 6.8661 ± 0.0726 0.05507 ± 0.00166 0.05875 ± 0.00064 7.479 ± 0.091 % 89.388 ± 0.132 % + 214 6.8552 ± 0.0723 0.05513 ± 0.00165 0.05866 ± 0.00063 7.473 ± 0.091 % 89.390 ± 0.132 % + 215 6.8428 ± 0.0719 0.05509 ± 0.00165 0.05860 ± 0.00063 7.471 ± 0.091 % 89.384 ± 0.132 % + 216 6.8443 ± 0.0718 0.05492 ± 0.00164 0.05855 ± 0.00063 7.462 ± 0.091 % 89.386 ± 0.131 % + 217 6.8346 ± 0.0715 0.05479 ± 0.00164 0.05846 ± 0.00062 7.454 ± 0.090 % 89.386 ± 0.131 % + 218 6.8140 ± 0.0711 0.05461 ± 0.00163 0.05840 ± 0.00062 7.448 ± 0.090 % 89.399 ± 0.131 % + 219 6.7898 ± 0.0706 0.05464 ± 0.00163 0.05835 ± 0.00062 7.451 ± 0.090 % 89.412 ± 0.130 % + 220 6.7804 ± 0.0703 0.05445 ± 0.00162 0.05824 ± 0.00062 7.444 ± 0.090 % 89.422 ± 0.130 % + 221 6.7745 ± 0.0701 0.05437 ± 0.00162 0.05815 ± 0.00062 7.439 ± 0.089 % 89.444 ± 0.129 % + 222 6.7727 ± 0.0699 0.05451 ± 0.00162 0.05816 ± 0.00061 7.436 ± 0.089 % 89.435 ± 0.129 % + 223 6.7810 ± 0.0698 0.05435 ± 0.00161 0.05816 ± 0.00061 7.435 ± 0.089 % 89.436 ± 0.129 % + 224 6.7637 ± 0.0695 0.05417 ± 0.00161 0.05807 ± 0.00061 7.428 ± 0.089 % 89.450 ± 0.129 % + 225 6.7525 ± 0.0691 0.05424 ± 0.00160 0.05810 ± 0.00061 7.426 ± 0.089 % 89.429 ± 0.128 % + 226 6.7516 ± 0.0690 0.05411 ± 0.00160 0.05806 ± 0.00061 7.417 ± 0.088 % 89.427 ± 0.128 % + 227 6.7361 ± 0.0686 0.05409 ± 0.00160 0.05797 ± 0.00061 7.411 ± 0.088 % 89.429 ± 0.128 % + 228 6.7199 ± 0.0682 0.05383 ± 0.00159 0.05790 ± 0.00060 7.408 ± 0.088 % 89.444 ± 0.127 % + 229 6.7097 ± 0.0680 0.05373 ± 0.00159 0.05783 ± 0.00060 7.398 ± 0.088 % 89.441 ± 0.127 % + 230 6.6914 ± 0.0676 0.05358 ± 0.00158 0.05775 ± 0.00060 7.393 ± 0.087 % 89.449 ± 0.127 % + 231 6.6811 ± 0.0673 0.05352 ± 0.00158 0.05764 ± 0.00060 7.383 ± 0.087 % 89.463 ± 0.127 % + 232 6.6815 ± 0.0671 0.05359 ± 0.00157 0.05756 ± 0.00059 7.378 ± 0.087 % 89.473 ± 0.126 % + 233 6.6782 ± 0.0669 0.05351 ± 0.00157 0.05754 ± 0.00059 7.371 ± 0.087 % 89.456 ± 0.126 % + 234 6.6725 ± 0.0667 0.05370 ± 0.00157 0.05760 ± 0.00059 7.385 ± 0.086 % 89.447 ± 0.126 % + 235 6.6621 ± 0.0664 0.05376 ± 0.00156 0.05774 ± 0.00059 7.397 ± 0.086 % 89.447 ± 0.126 % + 236 6.6557 ± 0.0662 0.05375 ± 0.00156 0.05764 ± 0.00059 7.389 ± 0.086 % 89.465 ± 0.125 % + 237 6.6456 ± 0.0660 0.05361 ± 0.00155 0.05754 ± 0.00059 7.385 ± 0.086 % 89.476 ± 0.125 % + 238 6.6359 ± 0.0657 0.05356 ± 0.00155 0.05751 ± 0.00058 7.381 ± 0.085 % 89.483 ± 0.125 % + 239 6.6333 ± 0.0656 0.05366 ± 0.00155 0.05752 ± 0.00058 7.383 ± 0.085 % 89.481 ± 0.124 % + 240 6.6311 ± 0.0654 0.05350 ± 0.00154 0.05741 ± 0.00058 7.374 ± 0.085 % 89.497 ± 0.124 % + 241 6.6322 ± 0.0653 0.05354 ± 0.00154 0.05735 ± 0.00058 7.366 ± 0.085 % 89.505 ± 0.124 % + 242 6.6370 ± 0.0653 0.05334 ± 0.00153 0.05731 ± 0.00058 7.360 ± 0.085 % 89.507 ± 0.123 % + 243 6.6521 ± 0.0653 0.05326 ± 0.00153 0.05732 ± 0.00057 7.358 ± 0.084 % 89.496 ± 0.123 % + 244 6.6550 ± 0.0652 0.05325 ± 0.00153 0.05736 ± 0.00057 7.359 ± 0.084 % 89.497 ± 0.123 % + 245 6.6630 ± 0.0652 0.05329 ± 0.00153 0.05747 ± 0.00057 7.360 ± 0.084 % 89.477 ± 0.123 % + 246 6.6765 ± 0.0652 0.05329 ± 0.00152 0.05745 ± 0.00057 7.352 ± 0.084 % 89.474 ± 0.123 % + 247 6.6919 ± 0.0653 0.05323 ± 0.00152 0.05739 ± 0.00057 7.344 ± 0.083 % 89.474 ± 0.122 % + 248 6.7005 ± 0.0652 0.05300 ± 0.00152 0.05736 ± 0.00057 7.336 ± 0.083 % 89.472 ± 0.122 % + 249 6.7079 ± 0.0652 0.05283 ± 0.00151 0.05733 ± 0.00056 7.330 ± 0.083 % 89.464 ± 0.122 % + 250 6.7198 ± 0.0652 0.05279 ± 0.00151 0.05727 ± 0.00056 7.321 ± 0.083 % 89.462 ± 0.122 % + 251 6.7286 ± 0.0652 0.05272 ± 0.00151 0.05719 ± 0.00056 7.313 ± 0.082 % 89.462 ± 0.121 % + 252 6.7430 ± 0.0652 0.05259 ± 0.00150 0.05716 ± 0.00056 7.306 ± 0.082 % 89.458 ± 0.121 % + 253 6.7694 ± 0.0654 0.05267 ± 0.00150 0.05710 ± 0.00056 7.295 ± 0.082 % 89.460 ± 0.121 % + 254 6.7719 ± 0.0653 0.05256 ± 0.00149 0.05701 ± 0.00055 7.286 ± 0.082 % 89.469 ± 0.121 % + 255 6.7738 ± 0.0652 0.05249 ± 0.00149 0.05698 ± 0.00055 7.281 ± 0.082 % 89.479 ± 0.120 % + 256 6.7817 ± 0.0652 0.05260 ± 0.00149 0.05707 ± 0.00055 7.279 ± 0.081 % 89.481 ± 0.120 % + 257 6.7751 ± 0.0651 0.05261 ± 0.00149 0.05708 ± 0.00055 7.276 ± 0.081 % 89.493 ± 0.120 % + 258 6.7556 ± 0.0647 0.05254 ± 0.00148 0.05704 ± 0.00055 7.278 ± 0.081 % 89.503 ± 0.120 % + 259 6.7433 ± 0.0644 0.05258 ± 0.00148 0.05699 ± 0.00055 7.275 ± 0.081 % 89.510 ± 0.119 % + 260 6.7262 ± 0.0641 0.05261 ± 0.00148 0.05701 ± 0.00054 7.279 ± 0.080 % 89.514 ± 0.119 % + 261 6.7121 ± 0.0638 0.05262 ± 0.00147 0.05700 ± 0.00054 7.276 ± 0.080 % 89.524 ± 0.119 % + 262 6.7155 ± 0.0637 0.05251 ± 0.00147 0.05697 ± 0.00054 7.271 ± 0.080 % 89.533 ± 0.118 % + 263 6.7230 ± 0.0637 0.05255 ± 0.00147 0.05698 ± 0.00054 7.269 ± 0.080 % 89.509 ± 0.118 % + 264 6.7264 ± 0.0636 0.05257 ± 0.00147 0.05698 ± 0.00054 7.267 ± 0.079 % 89.489 ± 0.118 % + 265 6.7352 ± 0.0636 0.05264 ± 0.00146 0.05698 ± 0.00054 7.265 ± 0.079 % 89.487 ± 0.118 % + 266 6.7307 ± 0.0634 0.05274 ± 0.00146 0.05699 ± 0.00053 7.267 ± 0.079 % 89.481 ± 0.118 % + 267 6.7227 ± 0.0632 0.05267 ± 0.00146 0.05697 ± 0.00053 7.268 ± 0.079 % 89.487 ± 0.118 % + 268 6.7241 ± 0.0631 0.05290 ± 0.00146 0.05700 ± 0.00053 7.269 ± 0.079 % 89.481 ± 0.117 % + 269 6.7176 ± 0.0629 0.05279 ± 0.00145 0.05695 ± 0.00053 7.265 ± 0.078 % 89.482 ± 0.117 % + 270 6.7058 ± 0.0626 0.05283 ± 0.00145 0.05692 ± 0.00053 7.264 ± 0.078 % 89.486 ± 0.117 % + 271 6.7005 ± 0.0625 0.05288 ± 0.00145 0.05703 ± 0.00053 7.270 ± 0.078 % 89.481 ± 0.117 % + 272 6.6874 ± 0.0622 0.05284 ± 0.00145 0.05709 ± 0.00053 7.268 ± 0.078 % 89.465 ± 0.117 % + 273 6.6914 ± 0.0621 0.05286 ± 0.00144 0.05703 ± 0.00053 7.260 ± 0.077 % 89.458 ± 0.116 % + 274 6.6886 ± 0.0619 0.05277 ± 0.00144 0.05711 ± 0.00053 7.256 ± 0.077 % 89.460 ± 0.116 % + 275 6.6889 ± 0.0618 0.05276 ± 0.00144 0.05705 ± 0.00053 7.251 ± 0.077 % 89.467 ± 0.116 % + 276 6.6860 ± 0.0617 0.05267 ± 0.00143 0.05697 ± 0.00052 7.243 ± 0.077 % 89.476 ± 0.116 % + 277 6.6846 ± 0.0615 0.05280 ± 0.00143 0.05698 ± 0.00052 7.244 ± 0.077 % 89.483 ± 0.115 % + 278 6.6859 ± 0.0614 0.05265 ± 0.00143 0.05693 ± 0.00052 7.237 ± 0.076 % 89.494 ± 0.115 % + 279 6.6876 ± 0.0613 0.05271 ± 0.00143 0.05695 ± 0.00052 7.236 ± 0.076 % 89.486 ± 0.115 % + 280 6.6717 ± 0.0611 0.05269 ± 0.00143 0.05689 ± 0.00052 7.235 ± 0.076 % 89.506 ± 0.115 % + 281 6.6799 ± 0.0611 0.05290 ± 0.00143 0.05712 ± 0.00052 7.242 ± 0.076 % 89.501 ± 0.115 % + 282 6.6593 ± 0.0608 0.05286 ± 0.00142 0.05712 ± 0.00052 7.245 ± 0.076 % 89.506 ± 0.114 % + 283 6.6521 ± 0.0606 0.05295 ± 0.00142 0.05730 ± 0.00052 7.266 ± 0.076 % 89.507 ± 0.114 % + 284 6.6554 ± 0.0605 0.05287 ± 0.00142 0.05722 ± 0.00052 7.261 ± 0.076 % 89.518 ± 0.114 % + 285 6.6542 ± 0.0604 0.05286 ± 0.00142 0.05719 ± 0.00052 7.256 ± 0.076 % 89.522 ± 0.114 % + 286 6.6391 ± 0.0601 0.05287 ± 0.00141 0.05712 ± 0.00051 7.251 ± 0.075 % 89.534 ± 0.113 % + 287 6.6333 ± 0.0600 0.05296 ± 0.00141 0.05723 ± 0.00051 7.264 ± 0.075 % 89.535 ± 0.113 % + 288 6.6357 ± 0.0599 0.05307 ± 0.00141 0.05729 ± 0.00051 7.271 ± 0.075 % 89.549 ± 0.113 % + 289 6.6464 ± 0.0599 0.05287 ± 0.00141 0.05724 ± 0.00051 7.263 ± 0.075 % 89.550 ± 0.113 % + 290 6.6599 ± 0.0600 0.05292 ± 0.00140 0.05719 ± 0.00051 7.256 ± 0.075 % 89.556 ± 0.112 % + 291 6.6720 ± 0.0600 0.05281 ± 0.00140 0.05716 ± 0.00051 7.251 ± 0.075 % 89.551 ± 0.112 % + 292 6.6797 ± 0.0600 0.05295 ± 0.00140 0.05717 ± 0.00051 7.251 ± 0.075 % 89.543 ± 0.112 % + 293 6.6868 ± 0.0600 0.05309 ± 0.00140 0.05718 ± 0.00051 7.255 ± 0.075 % 89.536 ± 0.112 % + 294 6.7038 ± 0.0601 0.05300 ± 0.00139 0.05720 ± 0.00051 7.248 ± 0.074 % 89.536 ± 0.112 % + 295 6.7023 ± 0.0600 0.05305 ± 0.00139 0.05717 ± 0.00050 7.248 ± 0.074 % 89.527 ± 0.112 % + 296 6.7101 ± 0.0600 0.05317 ± 0.00139 0.05719 ± 0.00050 7.251 ± 0.074 % 89.527 ± 0.111 % + 297 6.7001 ± 0.0598 0.05315 ± 0.00139 0.05718 ± 0.00050 7.250 ± 0.074 % 89.539 ± 0.111 % + 298 6.6956 ± 0.0596 0.05314 ± 0.00138 0.05714 ± 0.00050 7.246 ± 0.074 % 89.543 ± 0.111 % + 299 6.6898 ± 0.0594 0.05304 ± 0.00138 0.05708 ± 0.00050 7.240 ± 0.074 % 89.549 ± 0.111 % + 300 6.6868 ± 0.0593 0.05320 ± 0.00138 0.05707 ± 0.00050 7.236 ± 0.074 % 89.552 ± 0.111 % + 301 6.6818 ± 0.0591 0.05325 ± 0.00138 0.05714 ± 0.00050 7.240 ± 0.074 % 89.555 ± 0.110 % + 302 6.6748 ± 0.0589 0.05330 ± 0.00137 0.05719 ± 0.00050 7.251 ± 0.073 % 89.551 ± 0.110 % + 303 6.6828 ± 0.0589 0.05327 ± 0.00137 0.05713 ± 0.00050 7.246 ± 0.073 % 89.545 ± 0.110 % + 304 6.6869 ± 0.0589 0.05319 ± 0.00137 0.05707 ± 0.00050 7.239 ± 0.073 % 89.552 ± 0.110 % + 305 6.6855 ± 0.0587 0.05327 ± 0.00137 0.05710 ± 0.00049 7.238 ± 0.073 % 89.548 ± 0.110 % + 306 6.6866 ± 0.0587 0.05339 ± 0.00136 0.05708 ± 0.00049 7.236 ± 0.073 % 89.541 ± 0.110 % + 307 6.6870 ± 0.0586 0.05331 ± 0.00136 0.05708 ± 0.00049 7.231 ± 0.073 % 89.542 ± 0.109 % + 308 6.6845 ± 0.0584 0.05331 ± 0.00136 0.05710 ± 0.00049 7.230 ± 0.072 % 89.538 ± 0.109 % + 309 6.6875 ± 0.0584 0.05333 ± 0.00136 0.05705 ± 0.00049 7.225 ± 0.072 % 89.540 ± 0.109 % + 310 6.6945 ± 0.0583 0.05339 ± 0.00136 0.05707 ± 0.00049 7.223 ± 0.072 % 89.537 ± 0.109 % + 311 6.6916 ± 0.0582 0.05324 ± 0.00135 0.05706 ± 0.00049 7.224 ± 0.072 % 89.538 ± 0.109 % + 312 6.6968 ± 0.0581 0.05325 ± 0.00135 0.05707 ± 0.00049 7.223 ± 0.072 % 89.527 ± 0.109 % + 313 6.6965 ± 0.0580 0.05320 ± 0.00135 0.05708 ± 0.00048 7.227 ± 0.072 % 89.530 ± 0.108 % + 314 6.6894 ± 0.0579 0.05324 ± 0.00135 0.05701 ± 0.00048 7.223 ± 0.071 % 89.537 ± 0.108 % + 315 6.6819 ± 0.0577 0.05321 ± 0.00134 0.05697 ± 0.00048 7.223 ± 0.071 % 89.535 ± 0.108 % + 316 6.6958 ± 0.0578 0.05308 ± 0.00134 0.05694 ± 0.00048 7.219 ± 0.071 % 89.526 ± 0.108 % + 317 6.7015 ± 0.0577 0.05307 ± 0.00134 0.05689 ± 0.00048 7.212 ± 0.071 % 89.527 ± 0.108 % + 318 6.7156 ± 0.0578 0.05326 ± 0.00134 0.05686 ± 0.00048 7.207 ± 0.071 % 89.528 ± 0.108 % + 319 6.6972 ± 0.0575 0.05446 ± 0.00135 0.05784 ± 0.00049 7.341 ± 0.072 % 89.495 ± 0.108 % + 320 6.6840 ± 0.0573 0.05539 ± 0.00136 0.05851 ± 0.00050 7.418 ± 0.072 % 89.469 ± 0.107 % + 321 6.6696 ± 0.0570 0.05564 ± 0.00136 0.05891 ± 0.00050 7.448 ± 0.072 % 89.452 ± 0.107 % + 322 6.6735 ± 0.0570 0.05573 ± 0.00136 0.05913 ± 0.00050 7.458 ± 0.072 % 89.414 ± 0.107 % + 323 6.6716 ± 0.0569 0.05606 ± 0.00136 0.05943 ± 0.00050 7.480 ± 0.072 % 89.387 ± 0.107 % + 324 6.6791 ± 0.0568 0.05619 ± 0.00136 0.05949 ± 0.00050 7.477 ± 0.072 % 89.374 ± 0.107 % + 325 6.6747 ± 0.0567 0.05624 ± 0.00135 0.05944 ± 0.00050 7.474 ± 0.072 % 89.388 ± 0.107 % + 326 6.6750 ± 0.0566 0.05620 ± 0.00135 0.05937 ± 0.00050 7.468 ± 0.072 % 89.384 ± 0.107 % + 327 6.6707 ± 0.0565 0.05609 ± 0.00135 0.05933 ± 0.00050 7.469 ± 0.072 % 89.389 ± 0.107 % + 328 6.6675 ± 0.0564 0.05607 ± 0.00135 0.05929 ± 0.00050 7.465 ± 0.072 % 89.390 ± 0.106 % + 329 6.6617 ± 0.0562 0.05604 ± 0.00134 0.05928 ± 0.00050 7.462 ± 0.071 % 89.386 ± 0.106 % + 330 6.6558 ± 0.0561 0.05598 ± 0.00134 0.05919 ± 0.00050 7.455 ± 0.071 % 89.395 ± 0.106 % + 331 6.6567 ± 0.0560 0.05594 ± 0.00134 0.05916 ± 0.00049 7.452 ± 0.071 % 89.400 ± 0.106 % + 332 6.6495 ± 0.0558 0.05596 ± 0.00134 0.05920 ± 0.00049 7.455 ± 0.071 % 89.392 ± 0.106 % + 333 6.6456 ± 0.0557 0.05601 ± 0.00133 0.05919 ± 0.00049 7.450 ± 0.071 % 89.396 ± 0.106 % + 334 6.6527 ± 0.0557 0.05637 ± 0.00134 0.05939 ± 0.00049 7.455 ± 0.071 % 89.373 ± 0.106 % + 335 6.6453 ± 0.0555 0.05630 ± 0.00133 0.05935 ± 0.00049 7.453 ± 0.070 % 89.375 ± 0.105 % + 336 6.6484 ± 0.0555 0.05655 ± 0.00134 0.05948 ± 0.00049 7.456 ± 0.070 % 89.360 ± 0.105 % + 337 6.6491 ± 0.0554 0.05656 ± 0.00133 0.05949 ± 0.00049 7.453 ± 0.070 % 89.356 ± 0.105 % + 338 6.6481 ± 0.0553 0.05653 ± 0.00133 0.05946 ± 0.00049 7.449 ± 0.070 % 89.351 ± 0.105 % + 339 6.6444 ± 0.0552 0.05651 ± 0.00133 0.05940 ± 0.00049 7.443 ± 0.070 % 89.360 ± 0.105 % + 340 6.6368 ± 0.0551 0.05640 ± 0.00133 0.05938 ± 0.00049 7.450 ± 0.070 % 89.364 ± 0.105 % + 341 6.6430 ± 0.0550 0.05629 ± 0.00132 0.05932 ± 0.00049 7.444 ± 0.070 % 89.361 ± 0.105 % + 342 6.6441 ± 0.0549 0.05624 ± 0.00132 0.05925 ± 0.00049 7.438 ± 0.070 % 89.370 ± 0.104 % + 343 6.6450 ± 0.0549 0.05626 ± 0.00132 0.05922 ± 0.00048 7.435 ± 0.069 % 89.371 ± 0.104 % + 344 6.6445 ± 0.0548 0.05623 ± 0.00132 0.05919 ± 0.00048 7.433 ± 0.069 % 89.354 ± 0.104 % + 345 6.6354 ± 0.0546 0.05616 ± 0.00131 0.05914 ± 0.00048 7.432 ± 0.069 % 89.356 ± 0.104 % + 346 6.6374 ± 0.0545 0.05627 ± 0.00131 0.05914 ± 0.00048 7.429 ± 0.069 % 89.345 ± 0.104 % + 347 6.6311 ± 0.0544 0.05625 ± 0.00131 0.05909 ± 0.00048 7.425 ± 0.069 % 89.348 ± 0.104 % + 348 6.6304 ± 0.0543 0.05634 ± 0.00131 0.05910 ± 0.00048 7.425 ± 0.069 % 89.343 ± 0.104 % + 349 6.6287 ± 0.0542 0.05645 ± 0.00130 0.05909 ± 0.00048 7.426 ± 0.069 % 89.344 ± 0.103 % + 350 6.6347 ± 0.0542 0.05644 ± 0.00130 0.05906 ± 0.00048 7.423 ± 0.068 % 89.345 ± 0.103 % + 351 6.6324 ± 0.0541 0.05621 ± 0.00130 0.05910 ± 0.00048 7.422 ± 0.068 % 89.335 ± 0.103 % + 352 6.6258 ± 0.0539 0.05620 ± 0.00130 0.05908 ± 0.00048 7.423 ± 0.068 % 89.332 ± 0.103 % + 353 6.6372 ± 0.0539 0.05626 ± 0.00130 0.05911 ± 0.00048 7.421 ± 0.068 % 89.328 ± 0.103 % + 354 6.6454 ± 0.0539 0.05623 ± 0.00129 0.05904 ± 0.00047 7.414 ± 0.068 % 89.328 ± 0.103 % + 355 6.6533 ± 0.0539 0.05620 ± 0.00129 0.05899 ± 0.00047 7.409 ± 0.068 % 89.338 ± 0.103 % + 356 6.6460 ± 0.0538 0.05620 ± 0.00129 0.05900 ± 0.00047 7.417 ± 0.068 % 89.346 ± 0.102 % + 357 6.6460 ± 0.0537 0.05623 ± 0.00129 0.05897 ± 0.00047 7.414 ± 0.068 % 89.344 ± 0.102 % + 358 6.6417 ± 0.0536 0.05611 ± 0.00129 0.05898 ± 0.00047 7.418 ± 0.068 % 89.352 ± 0.102 % + 359 6.6450 ± 0.0535 0.05611 ± 0.00128 0.05900 ± 0.00047 7.419 ± 0.067 % 89.351 ± 0.102 % + 360 6.6394 ± 0.0534 0.05611 ± 0.00128 0.05904 ± 0.00047 7.425 ± 0.067 % 89.355 ± 0.102 % + 361 6.6343 ± 0.0533 0.05613 ± 0.00128 0.05901 ± 0.00047 7.427 ± 0.067 % 89.364 ± 0.102 % + 362 6.6320 ± 0.0532 0.05628 ± 0.00128 0.05906 ± 0.00047 7.427 ± 0.067 % 89.361 ± 0.101 % + 363 6.6440 ± 0.0532 0.05630 ± 0.00128 0.05907 ± 0.00047 7.423 ± 0.067 % 89.355 ± 0.101 % + 364 6.6664 ± 0.0534 0.05624 ± 0.00128 0.05902 ± 0.00047 7.415 ± 0.067 % 89.350 ± 0.101 % + 365 6.6815 ± 0.0535 0.05615 ± 0.00127 0.05899 ± 0.00047 7.409 ± 0.067 % 89.355 ± 0.101 % + 366 6.7059 ± 0.0537 0.05614 ± 0.00127 0.05897 ± 0.00046 7.402 ± 0.067 % 89.344 ± 0.101 % + 367 6.7214 ± 0.0538 0.05607 ± 0.00127 0.05892 ± 0.00046 7.396 ± 0.067 % 89.348 ± 0.101 % + 368 6.7308 ± 0.0538 0.05614 ± 0.00127 0.05893 ± 0.00046 7.392 ± 0.067 % 89.350 ± 0.101 % + 369 6.7487 ± 0.0540 0.05614 ± 0.00126 0.05897 ± 0.00046 7.388 ± 0.066 % 89.349 ± 0.101 % + 370 6.7675 ± 0.0541 0.05597 ± 0.00126 0.05892 ± 0.00046 7.381 ± 0.066 % 89.348 ± 0.100 % + 371 6.7730 ± 0.0541 0.05612 ± 0.00126 0.05892 ± 0.00046 7.381 ± 0.066 % 89.343 ± 0.100 % + 372 6.7809 ± 0.0541 0.05603 ± 0.00126 0.05889 ± 0.00046 7.377 ± 0.066 % 89.346 ± 0.100 % + 373 6.7956 ± 0.0541 0.05595 ± 0.00126 0.05887 ± 0.00046 7.370 ± 0.066 % 89.341 ± 0.100 % + 374 6.8097 ± 0.0542 0.05596 ± 0.00126 0.05886 ± 0.00046 7.365 ± 0.066 % 89.335 ± 0.100 % + 375 6.8174 ± 0.0542 0.05597 ± 0.00125 0.05888 ± 0.00046 7.363 ± 0.066 % 89.340 ± 0.100 % + 376 6.8297 ± 0.0543 0.05608 ± 0.00125 0.05890 ± 0.00046 7.359 ± 0.066 % 89.332 ± 0.100 % + 377 6.8398 ± 0.0543 0.05625 ± 0.00125 0.05894 ± 0.00045 7.357 ± 0.066 % 89.330 ± 0.100 % + 378 6.8556 ± 0.0544 0.05622 ± 0.00125 0.05888 ± 0.00045 7.352 ± 0.065 % 89.331 ± 0.099 % + 379 6.8709 ± 0.0545 0.05621 ± 0.00125 0.05886 ± 0.00045 7.346 ± 0.065 % 89.326 ± 0.099 % + 380 6.8811 ± 0.0545 0.05635 ± 0.00125 0.05886 ± 0.00045 7.344 ± 0.065 % 89.317 ± 0.099 % + 381 6.8935 ± 0.0546 0.05645 ± 0.00125 0.05891 ± 0.00045 7.348 ± 0.065 % 89.310 ± 0.099 % + 382 6.9013 ± 0.0546 0.05647 ± 0.00124 0.05894 ± 0.00045 7.353 ± 0.065 % 89.309 ± 0.099 % + 383 6.9224 ± 0.0547 0.05653 ± 0.00124 0.05891 ± 0.00045 7.347 ± 0.065 % 89.308 ± 0.099 % + 384 6.9365 ± 0.0548 0.05648 ± 0.00124 0.05890 ± 0.00045 7.342 ± 0.065 % 89.299 ± 0.099 % + 385 6.9374 ± 0.0547 0.05644 ± 0.00124 0.05885 ± 0.00045 7.338 ± 0.065 % 89.304 ± 0.099 % + 386 6.9389 ± 0.0547 0.05640 ± 0.00124 0.05879 ± 0.00045 7.332 ± 0.065 % 89.303 ± 0.099 % + 387 6.9448 ± 0.0547 0.05635 ± 0.00123 0.05875 ± 0.00045 7.329 ± 0.065 % 89.302 ± 0.098 % + 388 6.9637 ± 0.0548 0.05626 ± 0.00123 0.05872 ± 0.00045 7.323 ± 0.065 % 89.308 ± 0.098 % + 389 6.9786 ± 0.0549 0.05616 ± 0.00123 0.05867 ± 0.00045 7.318 ± 0.065 % 89.307 ± 0.098 % + 390 6.9757 ± 0.0548 0.05605 ± 0.00123 0.05865 ± 0.00044 7.316 ± 0.064 % 89.303 ± 0.098 % + 391 6.9715 ± 0.0547 0.05611 ± 0.00123 0.05866 ± 0.00044 7.312 ± 0.064 % 89.298 ± 0.098 % + 392 6.9622 ± 0.0545 0.05606 ± 0.00123 0.05863 ± 0.00044 7.309 ± 0.064 % 89.308 ± 0.098 % + 393 6.9637 ± 0.0544 0.05596 ± 0.00122 0.05858 ± 0.00044 7.303 ± 0.064 % 89.302 ± 0.098 % + 394 6.9670 ± 0.0544 0.05581 ± 0.00122 0.05859 ± 0.00044 7.299 ± 0.064 % 89.297 ± 0.098 % + 395 6.9690 ± 0.0543 0.05578 ± 0.00122 0.05854 ± 0.00044 7.295 ± 0.064 % 89.298 ± 0.097 % + 396 6.9682 ± 0.0542 0.05577 ± 0.00122 0.05854 ± 0.00044 7.291 ± 0.064 % 89.304 ± 0.097 % + 397 6.9708 ± 0.0542 0.05563 ± 0.00122 0.05848 ± 0.00044 7.286 ± 0.064 % 89.311 ± 0.097 % + 398 6.9749 ± 0.0542 0.05563 ± 0.00122 0.05850 ± 0.00044 7.286 ± 0.064 % 89.313 ± 0.097 % + 399 6.9789 ± 0.0541 0.05560 ± 0.00121 0.05849 ± 0.00044 7.281 ± 0.064 % 89.311 ± 0.097 % + 400 6.9715 ± 0.0540 0.05545 ± 0.00121 0.05847 ± 0.00044 7.279 ± 0.063 % 89.312 ± 0.097 % + 401 6.9622 ± 0.0538 0.05539 ± 0.00121 0.05847 ± 0.00044 7.285 ± 0.063 % 89.315 ± 0.097 % + 402 6.9527 ± 0.0537 0.05559 ± 0.00121 0.05861 ± 0.00044 7.300 ± 0.063 % 89.312 ± 0.096 % + 403 6.9431 ± 0.0535 0.05590 ± 0.00121 0.05884 ± 0.00044 7.325 ± 0.063 % 89.298 ± 0.096 % + 404 6.9431 ± 0.0535 0.05596 ± 0.00121 0.05887 ± 0.00044 7.327 ± 0.063 % 89.289 ± 0.096 % + 405 6.9481 ± 0.0534 0.05595 ± 0.00121 0.05889 ± 0.00044 7.327 ± 0.063 % 89.280 ± 0.096 % + 406 6.9522 ± 0.0534 0.05599 ± 0.00121 0.05895 ± 0.00044 7.327 ± 0.063 % 89.275 ± 0.096 % + 407 6.9521 ± 0.0533 0.05595 ± 0.00121 0.05902 ± 0.00044 7.326 ± 0.063 % 89.267 ± 0.096 % + 408 6.9515 ± 0.0533 0.05596 ± 0.00121 0.05905 ± 0.00044 7.324 ± 0.063 % 89.263 ± 0.096 % + 409 6.9608 ± 0.0533 0.05595 ± 0.00120 0.05908 ± 0.00044 7.320 ± 0.063 % 89.253 ± 0.096 % + 410 6.9569 ± 0.0532 0.05618 ± 0.00121 0.05937 ± 0.00044 7.342 ± 0.063 % 89.244 ± 0.096 % + 411 6.9517 ± 0.0531 0.05682 ± 0.00121 0.05995 ± 0.00044 7.413 ± 0.063 % 89.224 ± 0.096 % + 412 6.9469 ± 0.0529 0.05679 ± 0.00121 0.05998 ± 0.00044 7.418 ± 0.063 % 89.226 ± 0.096 % + 413 6.9377 ± 0.0528 0.05683 ± 0.00121 0.05999 ± 0.00044 7.424 ± 0.063 % 89.227 ± 0.096 % + 414 6.9344 ± 0.0527 0.05712 ± 0.00121 0.06022 ± 0.00044 7.438 ± 0.063 % 89.217 ± 0.095 % + 415 6.9372 ± 0.0526 0.05725 ± 0.00121 0.06035 ± 0.00044 7.439 ± 0.063 % 89.208 ± 0.095 % + 416 6.9339 ± 0.0525 0.05754 ± 0.00121 0.06082 ± 0.00045 7.452 ± 0.063 % 89.190 ± 0.095 % + 417 6.9263 ± 0.0524 0.05750 ± 0.00121 0.06099 ± 0.00045 7.469 ± 0.063 % 89.175 ± 0.095 % + 418 6.9203 ± 0.0523 0.05775 ± 0.00122 0.06115 ± 0.00045 7.483 ± 0.063 % 89.162 ± 0.095 % + 419 6.9211 ± 0.0522 0.05776 ± 0.00121 0.06120 ± 0.00045 7.482 ± 0.063 % 89.150 ± 0.095 % + 420 6.9135 ± 0.0521 0.05781 ± 0.00121 0.06120 ± 0.00045 7.489 ± 0.063 % 89.151 ± 0.095 % + 421 6.9073 ± 0.0520 0.05822 ± 0.00122 0.06149 ± 0.00045 7.519 ± 0.063 % 89.143 ± 0.095 % + 422 6.9007 ± 0.0519 0.05841 ± 0.00122 0.06198 ± 0.00046 7.559 ± 0.063 % 89.129 ± 0.095 % + 423 6.8932 ± 0.0517 0.05866 ± 0.00122 0.06218 ± 0.00046 7.581 ± 0.063 % 89.123 ± 0.095 % + 424 6.8945 ± 0.0517 0.05873 ± 0.00122 0.06221 ± 0.00046 7.581 ± 0.063 % 89.111 ± 0.095 % + 425 6.9041 ± 0.0517 0.05926 ± 0.00123 0.06253 ± 0.00046 7.595 ± 0.063 % 89.093 ± 0.095 % + 426 6.9084 ± 0.0517 0.05921 ± 0.00123 0.06254 ± 0.00046 7.595 ± 0.063 % 89.098 ± 0.095 % + 427 6.9125 ± 0.0517 0.05924 ± 0.00123 0.06254 ± 0.00046 7.592 ± 0.063 % 89.099 ± 0.094 % + 428 6.9035 ± 0.0515 0.05917 ± 0.00122 0.06249 ± 0.00046 7.592 ± 0.063 % 89.107 ± 0.094 % + 429 6.9018 ± 0.0515 0.05931 ± 0.00122 0.06253 ± 0.00046 7.600 ± 0.063 % 89.104 ± 0.094 % + 430 6.9038 ± 0.0514 0.05923 ± 0.00122 0.06247 ± 0.00046 7.595 ± 0.062 % 89.106 ± 0.094 % + 431 6.8948 ± 0.0513 0.05929 ± 0.00122 0.06253 ± 0.00046 7.605 ± 0.062 % 89.108 ± 0.094 % + 432 6.8955 ± 0.0512 0.05928 ± 0.00122 0.06251 ± 0.00046 7.603 ± 0.062 % 89.115 ± 0.094 % + 433 6.8972 ± 0.0512 0.05922 ± 0.00122 0.06261 ± 0.00046 7.616 ± 0.062 % 89.116 ± 0.094 % + 434 6.8973 ± 0.0511 0.05924 ± 0.00121 0.06257 ± 0.00046 7.611 ± 0.062 % 89.111 ± 0.094 % + 435 6.9055 ± 0.0511 0.05914 ± 0.00121 0.06255 ± 0.00046 7.607 ± 0.062 % 89.112 ± 0.094 % + 436 6.9045 ± 0.0511 0.05905 ± 0.00121 0.06252 ± 0.00045 7.606 ± 0.062 % 89.122 ± 0.093 % + 437 6.8952 ± 0.0509 0.05904 ± 0.00121 0.06251 ± 0.00045 7.611 ± 0.062 % 89.131 ± 0.093 % + 438 6.8998 ± 0.0509 0.05904 ± 0.00121 0.06250 ± 0.00045 7.608 ± 0.062 % 89.138 ± 0.093 % + 439 6.9044 ± 0.0509 0.05913 ± 0.00121 0.06251 ± 0.00045 7.607 ± 0.062 % 89.138 ± 0.093 % + 440 6.9065 ± 0.0509 0.05916 ± 0.00121 0.06258 ± 0.00045 7.618 ± 0.062 % 89.133 ± 0.093 % + 441 6.9035 ± 0.0508 0.05921 ± 0.00120 0.06258 ± 0.00045 7.621 ± 0.062 % 89.131 ± 0.093 % + 442 6.9022 ± 0.0507 0.05919 ± 0.00120 0.06259 ± 0.00045 7.620 ± 0.062 % 89.130 ± 0.093 % + 443 6.8945 ± 0.0506 0.05915 ± 0.00120 0.06257 ± 0.00045 7.620 ± 0.062 % 89.127 ± 0.093 % + 444 6.8937 ± 0.0505 0.05910 ± 0.00120 0.06255 ± 0.00045 7.617 ± 0.061 % 89.129 ± 0.093 % + 445 6.8927 ± 0.0505 0.05906 ± 0.00120 0.06257 ± 0.00045 7.615 ± 0.061 % 89.130 ± 0.092 % + 446 6.8936 ± 0.0504 0.05907 ± 0.00120 0.06256 ± 0.00045 7.610 ± 0.061 % 89.132 ± 0.092 % + 447 6.8854 ± 0.0503 0.05907 ± 0.00120 0.06257 ± 0.00045 7.619 ± 0.061 % 89.136 ± 0.092 % + 448 6.8863 ± 0.0502 0.05911 ± 0.00120 0.06258 ± 0.00045 7.616 ± 0.061 % 89.131 ± 0.092 % + 449 6.8840 ± 0.0501 0.05902 ± 0.00119 0.06253 ± 0.00045 7.610 ± 0.061 % 89.134 ± 0.092 % + 450 6.8818 ± 0.0501 0.05903 ± 0.00119 0.06257 ± 0.00045 7.607 ± 0.061 % 89.136 ± 0.092 % + 451 6.8776 ± 0.0500 0.05896 ± 0.00119 0.06260 ± 0.00045 7.612 ± 0.061 % 89.134 ± 0.092 % + 452 6.8739 ± 0.0499 0.05900 ± 0.00119 0.06261 ± 0.00045 7.608 ± 0.061 % 89.142 ± 0.092 % + 453 6.8775 ± 0.0499 0.05890 ± 0.00119 0.06257 ± 0.00045 7.604 ± 0.061 % 89.142 ± 0.092 % + 454 6.8808 ± 0.0499 0.05873 ± 0.00119 0.06255 ± 0.00044 7.601 ± 0.061 % 89.134 ± 0.091 % + 455 6.8889 ± 0.0499 0.05878 ± 0.00119 0.06253 ± 0.00044 7.596 ± 0.061 % 89.136 ± 0.091 % + 456 6.8999 ± 0.0499 0.05873 ± 0.00119 0.06252 ± 0.00044 7.593 ± 0.061 % 89.137 ± 0.091 % + 457 6.8937 ± 0.0498 0.05870 ± 0.00119 0.06251 ± 0.00044 7.594 ± 0.061 % 89.143 ± 0.091 % + 458 6.8926 ± 0.0498 0.05869 ± 0.00119 0.06253 ± 0.00044 7.591 ± 0.060 % 89.145 ± 0.091 % + 459 6.8959 ± 0.0497 0.05863 ± 0.00118 0.06255 ± 0.00044 7.591 ± 0.060 % 89.145 ± 0.091 % + 460 6.9019 ± 0.0497 0.05865 ± 0.00118 0.06257 ± 0.00044 7.589 ± 0.060 % 89.141 ± 0.091 % + 461 6.9064 ± 0.0497 0.05869 ± 0.00118 0.06255 ± 0.00044 7.588 ± 0.060 % 89.140 ± 0.091 % + 462 6.9097 ± 0.0497 0.05870 ± 0.00118 0.06255 ± 0.00044 7.588 ± 0.060 % 89.141 ± 0.091 % + 463 6.9143 ± 0.0497 0.05875 ± 0.00118 0.06260 ± 0.00044 7.592 ± 0.060 % 89.139 ± 0.091 % + 464 6.9181 ± 0.0497 0.05868 ± 0.00118 0.06258 ± 0.00044 7.588 ± 0.060 % 89.140 ± 0.090 % + 465 6.9257 ± 0.0497 0.05866 ± 0.00118 0.06258 ± 0.00044 7.585 ± 0.060 % 89.137 ± 0.090 % + 466 6.9325 ± 0.0497 0.05862 ± 0.00118 0.06258 ± 0.00044 7.583 ± 0.060 % 89.138 ± 0.090 % + 467 6.9334 ± 0.0496 0.05864 ± 0.00117 0.06258 ± 0.00044 7.583 ± 0.060 % 89.139 ± 0.090 % + 468 6.9306 ± 0.0496 0.05860 ± 0.00117 0.06263 ± 0.00044 7.586 ± 0.060 % 89.134 ± 0.090 % + 469 6.9311 ± 0.0495 0.05864 ± 0.00117 0.06267 ± 0.00044 7.592 ± 0.060 % 89.129 ± 0.090 % + 470 6.9267 ± 0.0494 0.05864 ± 0.00117 0.06262 ± 0.00044 7.588 ± 0.060 % 89.143 ± 0.090 % + 471 6.9259 ± 0.0494 0.05860 ± 0.00117 0.06256 ± 0.00044 7.583 ± 0.060 % 89.151 ± 0.090 % + 472 6.9332 ± 0.0494 0.05857 ± 0.00117 0.06256 ± 0.00044 7.581 ± 0.060 % 89.157 ± 0.090 % + 473 6.9346 ± 0.0493 0.05856 ± 0.00117 0.06252 ± 0.00043 7.580 ± 0.060 % 89.156 ± 0.090 % + 474 6.9296 ± 0.0492 0.05856 ± 0.00117 0.06249 ± 0.00043 7.578 ± 0.059 % 89.163 ± 0.089 % + 475 6.9274 ± 0.0492 0.05855 ± 0.00116 0.06244 ± 0.00043 7.576 ± 0.059 % 89.163 ± 0.089 % + 476 6.9264 ± 0.0491 0.05882 ± 0.00117 0.06263 ± 0.00044 7.597 ± 0.059 % 89.157 ± 0.089 % + 477 6.9302 ± 0.0491 0.05876 ± 0.00116 0.06261 ± 0.00044 7.594 ± 0.059 % 89.156 ± 0.089 % + 478 6.9403 ± 0.0492 0.05872 ± 0.00116 0.06256 ± 0.00043 7.589 ± 0.059 % 89.162 ± 0.089 % + 479 6.9460 ± 0.0492 0.05879 ± 0.00116 0.06260 ± 0.00043 7.589 ± 0.059 % 89.161 ± 0.089 % + 480 6.9504 ± 0.0492 0.05865 ± 0.00116 0.06261 ± 0.00043 7.590 ± 0.059 % 89.157 ± 0.089 % + 481 6.9545 ± 0.0492 0.05854 ± 0.00116 0.06257 ± 0.00043 7.586 ± 0.059 % 89.158 ± 0.089 % + 482 6.9533 ± 0.0491 0.05856 ± 0.00116 0.06254 ± 0.00043 7.585 ± 0.059 % 89.164 ± 0.089 % + 483 6.9544 ± 0.0491 0.05854 ± 0.00116 0.06247 ± 0.00043 7.580 ± 0.059 % 89.171 ± 0.089 % + 484 6.9548 ± 0.0490 0.05855 ± 0.00115 0.06243 ± 0.00043 7.577 ± 0.059 % 89.178 ± 0.088 % + 485 6.9503 ± 0.0489 0.05849 ± 0.00115 0.06238 ± 0.00043 7.573 ± 0.059 % 89.183 ± 0.088 % + 486 6.9425 ± 0.0488 0.05846 ± 0.00115 0.06231 ± 0.00043 7.569 ± 0.059 % 89.175 ± 0.088 % + 487 6.9427 ± 0.0488 0.05833 ± 0.00115 0.06228 ± 0.00043 7.567 ± 0.059 % 89.183 ± 0.088 % + 488 6.9370 ± 0.0486 0.05820 ± 0.00115 0.06224 ± 0.00043 7.562 ± 0.059 % 89.183 ± 0.088 % + 489 6.9305 ± 0.0485 0.05818 ± 0.00115 0.06218 ± 0.00043 7.560 ± 0.058 % 89.190 ± 0.088 % + 490 6.9284 ± 0.0485 0.05814 ± 0.00114 0.06211 ± 0.00043 7.556 ± 0.058 % 89.199 ± 0.088 % + 491 6.9296 ± 0.0484 0.05813 ± 0.00114 0.06211 ± 0.00043 7.557 ± 0.058 % 89.197 ± 0.088 % + 492 6.9268 ± 0.0484 0.05813 ± 0.00114 0.06207 ± 0.00042 7.555 ± 0.058 % 89.205 ± 0.088 % + 493 6.9267 ± 0.0483 0.05813 ± 0.00114 0.06205 ± 0.00042 7.553 ± 0.058 % 89.207 ± 0.088 % + 494 6.9343 ± 0.0483 0.05799 ± 0.00114 0.06203 ± 0.00042 7.551 ± 0.058 % 89.212 ± 0.087 % + 495 6.9420 ± 0.0484 0.05795 ± 0.00114 0.06202 ± 0.00042 7.548 ± 0.058 % 89.214 ± 0.087 % + 496 6.9378 ± 0.0483 0.05795 ± 0.00114 0.06202 ± 0.00042 7.547 ± 0.058 % 89.219 ± 0.087 % + 497 6.9392 ± 0.0482 0.05797 ± 0.00114 0.06202 ± 0.00042 7.546 ± 0.058 % 89.222 ± 0.087 % + 498 6.9356 ± 0.0482 0.05795 ± 0.00113 0.06200 ± 0.00042 7.546 ± 0.058 % 89.227 ± 0.087 % + 499 6.9366 ± 0.0481 0.05804 ± 0.00113 0.06203 ± 0.00042 7.550 ± 0.058 % 89.227 ± 0.087 % + 500 6.9486 ± 0.0482 0.05800 ± 0.00113 0.06200 ± 0.00042 7.546 ± 0.058 % 89.224 ± 0.087 % + 501 6.9487 ± 0.0482 0.05802 ± 0.00113 0.06201 ± 0.00042 7.549 ± 0.058 % 89.220 ± 0.087 % + 502 6.9498 ± 0.0481 0.05801 ± 0.00113 0.06198 ± 0.00042 7.546 ± 0.058 % 89.220 ± 0.087 % + 503 6.9503 ± 0.0481 0.05794 ± 0.00113 0.06195 ± 0.00042 7.543 ± 0.058 % 89.220 ± 0.087 % + 504 6.9497 ± 0.0480 0.05783 ± 0.00113 0.06190 ± 0.00042 7.539 ± 0.057 % 89.223 ± 0.086 % + 505 6.9523 ± 0.0480 0.05776 ± 0.00112 0.06184 ± 0.00042 7.534 ± 0.057 % 89.235 ± 0.086 % + 506 6.9537 ± 0.0480 0.05777 ± 0.00112 0.06181 ± 0.00042 7.528 ± 0.057 % 89.237 ± 0.086 % + 507 6.9520 ± 0.0479 0.05770 ± 0.00112 0.06176 ± 0.00042 7.524 ± 0.057 % 89.242 ± 0.086 % + 508 6.9602 ± 0.0479 0.05763 ± 0.00112 0.06174 ± 0.00042 7.520 ± 0.057 % 89.242 ± 0.086 % + 509 6.9533 ± 0.0478 0.05766 ± 0.00112 0.06175 ± 0.00041 7.522 ± 0.057 % 89.245 ± 0.086 % + 510 6.9514 ± 0.0478 0.05766 ± 0.00112 0.06171 ± 0.00041 7.520 ± 0.057 % 89.238 ± 0.086 % + 511 6.9500 ± 0.0477 0.05755 ± 0.00112 0.06166 ± 0.00041 7.517 ± 0.057 % 89.248 ± 0.086 % + 512 6.9493 ± 0.0477 0.05752 ± 0.00111 0.06165 ± 0.00041 7.515 ± 0.057 % 89.250 ± 0.086 % + 513 6.9481 ± 0.0476 0.05753 ± 0.00111 0.06160 ± 0.00041 7.512 ± 0.057 % 89.245 ± 0.086 % + 514 6.9417 ± 0.0475 0.05741 ± 0.00111 0.06154 ± 0.00041 7.508 ± 0.057 % 89.249 ± 0.086 % + 515 6.9379 ± 0.0474 0.05737 ± 0.00111 0.06149 ± 0.00041 7.504 ± 0.057 % 89.255 ± 0.085 % + 516 6.9389 ± 0.0474 0.05732 ± 0.00111 0.06144 ± 0.00041 7.500 ± 0.057 % 89.264 ± 0.085 % + 517 6.9460 ± 0.0474 0.05726 ± 0.00111 0.06146 ± 0.00041 7.501 ± 0.057 % 89.272 ± 0.085 % + 518 6.9443 ± 0.0474 0.05716 ± 0.00111 0.06143 ± 0.00041 7.498 ± 0.057 % 89.274 ± 0.085 % + 519 6.9398 ± 0.0473 0.05716 ± 0.00110 0.06139 ± 0.00041 7.495 ± 0.056 % 89.273 ± 0.085 % + 520 6.9408 ± 0.0472 0.05708 ± 0.00110 0.06136 ± 0.00041 7.492 ± 0.056 % 89.267 ± 0.085 % + 521 6.9435 ± 0.0472 0.05695 ± 0.00110 0.06132 ± 0.00041 7.487 ± 0.056 % 89.267 ± 0.085 % + 522 6.9487 ± 0.0472 0.05692 ± 0.00110 0.06130 ± 0.00041 7.485 ± 0.056 % 89.269 ± 0.085 % + 523 6.9439 ± 0.0471 0.05688 ± 0.00110 0.06125 ± 0.00041 7.482 ± 0.056 % 89.274 ± 0.085 % + 524 6.9440 ± 0.0471 0.05678 ± 0.00110 0.06121 ± 0.00041 7.479 ± 0.056 % 89.279 ± 0.085 % + 525 6.9363 ± 0.0470 0.05706 ± 0.00110 0.06142 ± 0.00041 7.517 ± 0.056 % 89.269 ± 0.085 % + 526 6.9306 ± 0.0469 0.05711 ± 0.00110 0.06163 ± 0.00041 7.532 ± 0.056 % 89.260 ± 0.085 % + 527 6.9266 ± 0.0468 0.05716 ± 0.00110 0.06171 ± 0.00041 7.542 ± 0.057 % 89.257 ± 0.084 % + 528 6.9314 ± 0.0468 0.05711 ± 0.00110 0.06166 ± 0.00041 7.538 ± 0.056 % 89.266 ± 0.084 % + 529 6.9284 ± 0.0467 0.05700 ± 0.00110 0.06166 ± 0.00041 7.535 ± 0.056 % 89.275 ± 0.084 % + 530 6.9254 ± 0.0467 0.05707 ± 0.00110 0.06170 ± 0.00041 7.540 ± 0.056 % 89.276 ± 0.084 % + 531 6.9252 ± 0.0466 0.05703 ± 0.00109 0.06167 ± 0.00041 7.538 ± 0.056 % 89.275 ± 0.084 % + 532 6.9253 ± 0.0466 0.05704 ± 0.00109 0.06164 ± 0.00041 7.537 ± 0.056 % 89.281 ± 0.084 % + 533 6.9206 ± 0.0465 0.05714 ± 0.00109 0.06163 ± 0.00041 7.540 ± 0.056 % 89.287 ± 0.084 % + 534 6.9237 ± 0.0465 0.05732 ± 0.00109 0.06176 ± 0.00041 7.553 ± 0.056 % 89.285 ± 0.084 % + 535 6.9246 ± 0.0465 0.05731 ± 0.00109 0.06176 ± 0.00041 7.552 ± 0.056 % 89.287 ± 0.084 % + 536 6.9253 ± 0.0464 0.05726 ± 0.00109 0.06174 ± 0.00041 7.550 ± 0.056 % 89.289 ± 0.084 % + 537 6.9319 ± 0.0464 0.05721 ± 0.00109 0.06169 ± 0.00041 7.546 ± 0.056 % 89.291 ± 0.084 % + 538 6.9308 ± 0.0464 0.05718 ± 0.00109 0.06175 ± 0.00041 7.545 ± 0.056 % 89.288 ± 0.083 % + 539 6.9252 ± 0.0463 0.05713 ± 0.00109 0.06172 ± 0.00041 7.542 ± 0.056 % 89.290 ± 0.083 % + 540 6.9304 ± 0.0463 0.05703 ± 0.00109 0.06171 ± 0.00041 7.543 ± 0.056 % 89.288 ± 0.083 % + 541 6.9314 ± 0.0463 0.05706 ± 0.00109 0.06171 ± 0.00041 7.541 ± 0.056 % 89.284 ± 0.083 % + 542 6.9353 ± 0.0463 0.05707 ± 0.00108 0.06168 ± 0.00041 7.537 ± 0.056 % 89.288 ± 0.083 % + 543 6.9315 ± 0.0462 0.05710 ± 0.00108 0.06167 ± 0.00041 7.535 ± 0.056 % 89.286 ± 0.083 % + 544 6.9204 ± 0.0461 0.05704 ± 0.00108 0.06163 ± 0.00040 7.535 ± 0.056 % 89.292 ± 0.083 % + 545 6.9117 ± 0.0460 0.05697 ± 0.00108 0.06158 ± 0.00040 7.530 ± 0.056 % 89.303 ± 0.083 % + 546 6.9166 ± 0.0459 0.05698 ± 0.00108 0.06157 ± 0.00040 7.527 ± 0.055 % 89.298 ± 0.083 % + 547 6.9106 ± 0.0459 0.05700 ± 0.00108 0.06156 ± 0.00040 7.529 ± 0.055 % 89.300 ± 0.083 % + 548 6.9045 ± 0.0458 0.05692 ± 0.00108 0.06152 ± 0.00040 7.527 ± 0.055 % 89.304 ± 0.083 % + 549 6.8941 ± 0.0456 0.05688 ± 0.00108 0.06151 ± 0.00040 7.526 ± 0.055 % 89.312 ± 0.083 % + 550 6.8819 ± 0.0455 0.05673 ± 0.00108 0.06146 ± 0.00040 7.522 ± 0.055 % 89.319 ± 0.082 % + 551 6.8784 ± 0.0454 0.05670 ± 0.00107 0.06146 ± 0.00040 7.523 ± 0.055 % 89.319 ± 0.082 % + 552 6.8827 ± 0.0454 0.05669 ± 0.00107 0.06144 ± 0.00040 7.520 ± 0.055 % 89.320 ± 0.082 % + 553 6.8891 ± 0.0454 0.05662 ± 0.00107 0.06141 ± 0.00040 7.517 ± 0.055 % 89.322 ± 0.082 % + 554 6.8903 ± 0.0454 0.05664 ± 0.00107 0.06138 ± 0.00040 7.514 ± 0.055 % 89.327 ± 0.082 % + 555 6.8968 ± 0.0454 0.05657 ± 0.00107 0.06135 ± 0.00040 7.511 ± 0.055 % 89.325 ± 0.082 % + 556 6.9013 ± 0.0454 0.05662 ± 0.00107 0.06134 ± 0.00040 7.510 ± 0.055 % 89.326 ± 0.082 % + 557 6.9065 ± 0.0454 0.05661 ± 0.00107 0.06131 ± 0.00040 7.506 ± 0.055 % 89.329 ± 0.082 % + 558 6.9102 ± 0.0454 0.05658 ± 0.00107 0.06126 ± 0.00040 7.501 ± 0.055 % 89.329 ± 0.082 % + 559 6.9190 ± 0.0454 0.05659 ± 0.00107 0.06127 ± 0.00040 7.497 ± 0.055 % 89.321 ± 0.082 % + 560 6.9253 ± 0.0455 0.05656 ± 0.00106 0.06124 ± 0.00040 7.494 ± 0.055 % 89.321 ± 0.082 % + 561 6.9324 ± 0.0455 0.05648 ± 0.00106 0.06123 ± 0.00040 7.491 ± 0.055 % 89.319 ± 0.082 % + 562 6.9297 ± 0.0454 0.05646 ± 0.00106 0.06124 ± 0.00039 7.493 ± 0.055 % 89.319 ± 0.082 % + 563 6.9323 ± 0.0454 0.05651 ± 0.00106 0.06129 ± 0.00039 7.498 ± 0.055 % 89.314 ± 0.082 % + 564 6.9190 ± 0.0452 0.05685 ± 0.00106 0.06155 ± 0.00040 7.537 ± 0.055 % 89.310 ± 0.081 % + 565 6.9154 ± 0.0452 0.05712 ± 0.00106 0.06186 ± 0.00040 7.568 ± 0.055 % 89.295 ± 0.081 % + 566 6.9089 ± 0.0451 0.05713 ± 0.00106 0.06189 ± 0.00040 7.574 ± 0.055 % 89.299 ± 0.081 % + 567 6.9116 ± 0.0451 0.05730 ± 0.00106 0.06192 ± 0.00040 7.574 ± 0.055 % 89.293 ± 0.081 % + 568 6.9123 ± 0.0450 0.05733 ± 0.00106 0.06199 ± 0.00040 7.581 ± 0.055 % 89.288 ± 0.081 % + 569 6.9144 ± 0.0450 0.05749 ± 0.00106 0.06204 ± 0.00040 7.582 ± 0.055 % 89.286 ± 0.081 % + 570 6.9098 ± 0.0449 0.05755 ± 0.00106 0.06209 ± 0.00040 7.589 ± 0.055 % 89.281 ± 0.081 % + 571 6.9085 ± 0.0449 0.05751 ± 0.00106 0.06206 ± 0.00040 7.587 ± 0.055 % 89.282 ± 0.081 % + 572 6.9140 ± 0.0449 0.05747 ± 0.00106 0.06206 ± 0.00040 7.586 ± 0.055 % 89.280 ± 0.081 % + 573 6.9112 ± 0.0448 0.05755 ± 0.00106 0.06208 ± 0.00040 7.590 ± 0.055 % 89.280 ± 0.081 % + 574 6.9149 ± 0.0448 0.05758 ± 0.00106 0.06205 ± 0.00040 7.586 ± 0.055 % 89.277 ± 0.081 % + 575 6.9150 ± 0.0448 0.05747 ± 0.00106 0.06200 ± 0.00040 7.582 ± 0.055 % 89.283 ± 0.081 % + 576 6.9215 ± 0.0448 0.05749 ± 0.00106 0.06199 ± 0.00040 7.581 ± 0.054 % 89.276 ± 0.081 % + 577 6.9241 ± 0.0448 0.05745 ± 0.00105 0.06195 ± 0.00039 7.578 ± 0.054 % 89.281 ± 0.081 % + 578 6.9303 ± 0.0448 0.05737 ± 0.00105 0.06192 ± 0.00039 7.576 ± 0.054 % 89.285 ± 0.081 % + 579 6.9223 ± 0.0447 0.05739 ± 0.00105 0.06194 ± 0.00039 7.581 ± 0.054 % 89.291 ± 0.080 % + 580 6.9202 ± 0.0446 0.05749 ± 0.00105 0.06198 ± 0.00039 7.587 ± 0.054 % 89.291 ± 0.080 % + +====== Perplexity statistics ====== +Mean PPL(Q) : 6.920209 ± 0.044626 +Mean PPL(base) : 6.533601 ± 0.041532 +Cor(ln(PPL(Q)), ln(PPL(base))): 98.66% +Mean ln(PPL(Q)/PPL(base)) : 0.057488 ± 0.001051 +Mean PPL(Q)/PPL(base) : 1.059172 ± 0.001113 +Mean PPL(Q)-PPL(base) : 0.386608 ± 0.007689 + +====== KL divergence statistics ====== +Mean KLD: 0.061977 ± 0.000394 +Maximum KLD: 7.278393 +99.9% KLD: 1.878553 +99.0% KLD: 0.633531 +95.0% KLD: 0.219654 +90.0% KLD: 0.129988 +Median KLD: 0.026499 +10.0% KLD: 0.001052 + 5.0% KLD: 0.000324 + 1.0% KLD: 0.000054 + 0.1% KLD: 0.000009 +Minimum KLD: -0.000010 + +====== Token probability statistics ====== +Mean Δp: -1.100 ± 0.020 % +Maximum Δp: 95.125% +99.9% Δp: 36.746% +99.0% Δp: 16.157% +95.0% Δp: 7.103% +90.0% Δp: 3.965% +75.0% Δp: 0.633% +Median Δp: -0.056% +25.0% Δp: -1.871% +10.0% Δp: -6.726% + 5.0% Δp: -11.676% + 1.0% Δp: -30.553% + 0.1% Δp: -70.090% +Minimum Δp: -98.597% +RMS Δp : 7.587 ± 0.054 % +Same top p: 89.291 ± 0.080 % + +1.18.673.965 I llama_perf_context_print: load time = 5931.66 ms +1.18.673.966 I llama_perf_context_print: prompt eval time = 31048.78 ms / 296960 tokens ( 0.10 ms per token, 9564.30 tokens per second) +1.18.673.968 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) +1.18.673.968 I llama_perf_context_print: total time = 69842.35 ms / 296961 tokens +1.18.673.969 I llama_perf_context_print: graphs reused = 35 +1.18.674.207 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | +1.18.674.214 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92971 + ( 3426 = 1825 + 183 + 1417) + 852 | +1.18.674.214 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93349 + ( 3047 = 1520 + 150 + 1377) + 852 | +1.18.674.214 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93371 + ( 3024 = 1515 + 132 + 1377) + 853 | +1.18.674.215 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93349 + ( 3047 = 1520 + 150 + 1377) + 852 | +1.18.674.215 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93011 + ( 3386 = 1825 + 183 + 1377) + 852 | +1.18.674.215 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93371 + ( 3024 = 1515 + 132 + 1377) + 853 | +1.18.674.215 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93349 + ( 3047 = 1520 + 150 + 1377) + 852 | +1.18.674.215 I common_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 85907 + (10488 = 2164 + 83 + 8241) + 853 | +1.18.674.215 I common_memory_breakdown_print: | - Host | 591 = 397 + 0 + 193 | +```