### GLM-5.1-IQ4_XS (aes_sedai) ```txt /home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/GLM-5.1-Q8_0-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/GLM-5.1-GGUF/aes_sedai/GLM-5.1-IQ4_XS.gguf ggml_cuda_init: found 7 CUDA devices (Total VRAM: 680750 MiB): Device 0: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 1: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 2: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 3: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 4: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 5: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB Device 6: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB common_init_result: fitting params to device memory, for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on common_params_fit_impl: getting device memory data for initial parameters: common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (46188 = 41655 + 108 + 4424) + -45626 | common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (54866 = 49423 + 99 + 5344) + -54304 | common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (59368 = 53916 + 108 + 5344) + -58806 | common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (54866 = 49423 + 99 + 5344) + -54304 | common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (59368 = 53916 + 108 + 5344) + -58806 | common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (54866 = 49423 + 99 + 5344) + -54304 | common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (48466 = 41401 + 81 + 6984) + -47904 | common_memory_breakdown_print: | - Host | 1412 = 964 + 0 + 448 | common_params_fit_impl: projected memory use with initial parameters [MiB]: common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 46188 used, 50499 free vs. target of 1024 common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 54866 used, 41821 free vs. target of 1024 common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 59368 used, 37319 free vs. target of 1024 common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 54866 used, 41821 free vs. target of 1024 common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 59368 used, 37319 free vs. target of 1024 common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 54866 used, 41821 free vs. target of 1024 common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 48466 used, 48220 free vs. target of 1024 common_params_fit_impl: projected to use 377991 MiB of device memory vs. 676815 MiB of free device memory common_params_fit_impl: targets for free memory can be met on all devices, no changes needed common_fit_params: successfully fit params to free device memory common_fit_params: fitting params to free memory took 0.84 seconds llama_model_load_from_file_impl: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96687 MiB free llama_model_load_from_file_impl: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96687 MiB free llama_model_loader: loaded meta data with 63 key-value pairs and 1809 tensors from /mnt/srv/snowdrift/gguf/GLM-5.1-GGUF/aes_sedai/GLM-5.1-IQ4_XS.gguf (version GGUF V3 (latest)) llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. llama_model_loader: - kv 0: general.architecture str = glm-dsa llama_model_loader: - kv 1: general.type str = model llama_model_loader: - kv 2: general.sampling.top_p f32 = 0.950000 llama_model_loader: - kv 3: general.sampling.temp f32 = 1.000000 llama_model_loader: - kv 4: general.name str = GLM 5.1 llama_model_loader: - kv 5: general.version str = 5.1 llama_model_loader: - kv 6: general.basename str = GLM llama_model_loader: - kv 7: general.size_label str = 256x22B llama_model_loader: - kv 8: general.license str = mit llama_model_loader: - kv 9: general.tags arr[str,1] = ["text-generation"] llama_model_loader: - kv 10: general.languages arr[str,2] = ["en", "zh"] llama_model_loader: - kv 11: glm-dsa.block_count u32 = 79 llama_model_loader: - kv 12: glm-dsa.context_length u32 = 202752 llama_model_loader: - kv 13: glm-dsa.embedding_length u32 = 6144 llama_model_loader: - kv 14: glm-dsa.feed_forward_length u32 = 12288 llama_model_loader: - kv 15: glm-dsa.attention.head_count u32 = 64 llama_model_loader: - kv 16: glm-dsa.attention.head_count_kv u32 = 1 llama_model_loader: - kv 17: glm-dsa.rope.freq_base f32 = 1000000.000000 llama_model_loader: - kv 18: glm-dsa.attention.layer_norm_rms_epsilon f32 = 0.000010 llama_model_loader: - kv 19: glm-dsa.expert_used_count u32 = 8 llama_model_loader: - kv 20: glm-dsa.expert_group_count u32 = 1 llama_model_loader: - kv 21: glm-dsa.expert_group_used_count u32 = 1 llama_model_loader: - kv 22: glm-dsa.expert_gating_func u32 = 2 llama_model_loader: - kv 23: glm-dsa.leading_dense_block_count u32 = 3 llama_model_loader: - kv 24: glm-dsa.vocab_size u32 = 154880 llama_model_loader: - kv 25: glm-dsa.attention.q_lora_rank u32 = 2048 llama_model_loader: - kv 26: glm-dsa.attention.kv_lora_rank u32 = 512 llama_model_loader: - kv 27: glm-dsa.attention.key_length u32 = 576 llama_model_loader: - kv 28: glm-dsa.attention.value_length u32 = 512 llama_model_loader: - kv 29: glm-dsa.attention.key_length_mla u32 = 256 llama_model_loader: - kv 30: glm-dsa.attention.value_length_mla u32 = 256 llama_model_loader: - kv 31: glm-dsa.expert_feed_forward_length u32 = 2048 llama_model_loader: - kv 32: glm-dsa.expert_count u32 = 256 llama_model_loader: - kv 33: glm-dsa.expert_shared_count u32 = 1 llama_model_loader: - kv 34: glm-dsa.expert_weights_scale f32 = 2.500000 llama_model_loader: - kv 35: glm-dsa.expert_weights_norm bool = true llama_model_loader: - kv 36: glm-dsa.rope.dimension_count u32 = 64 llama_model_loader: - kv 37: glm-dsa.nextn_predict_layers u32 = 1 llama_model_loader: - kv 38: glm-dsa.attention.indexer.head_count u32 = 32 llama_model_loader: - kv 39: glm-dsa.attention.indexer.key_length u32 = 128 llama_model_loader: - kv 40: glm-dsa.attention.indexer.top_k u32 = 2048 llama_model_loader: - kv 41: tokenizer.ggml.model str = gpt2 llama_model_loader: - kv 42: tokenizer.ggml.pre str = glm4 llama_model_loader: - kv 43: tokenizer.ggml.tokens arr[str,154880] = ["!", "\"", "#", "$", "%", "&", "'", ... llama_model_loader: - kv 44: tokenizer.ggml.token_type arr[i32,154880] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ... llama_model_loader: - kv 45: tokenizer.ggml.merges arr[str,321649] = ["Ġ Ġ", "Ġ ĠĠĠ", "ĠĠ ĠĠ", "... llama_model_loader: - kv 46: tokenizer.ggml.eos_token_id u32 = 154820 llama_model_loader: - kv 47: tokenizer.ggml.padding_token_id u32 = 154820 llama_model_loader: - kv 48: tokenizer.ggml.bos_token_id u32 = 154822 llama_model_loader: - kv 49: tokenizer.ggml.eot_token_id u32 = 154827 llama_model_loader: - kv 50: tokenizer.ggml.unknown_token_id u32 = 154820 llama_model_loader: - kv 51: tokenizer.ggml.eom_token_id u32 = 154829 llama_model_loader: - kv 52: tokenizer.chat_template str = [gMASK]\n{%- if tools -%}\n{%- mac... llama_model_loader: - kv 53: general.quantization_version u32 = 2 llama_model_loader: - kv 54: general.file_type u32 = 7 llama_model_loader: - kv 55: MoE_Quantization.ffn_up_exps str = IQ3_S llama_model_loader: - kv 56: MoE_Quantization.ffn_gate_exps str = IQ3_S llama_model_loader: - kv 57: MoE_Quantization.ffn_down_exps str = IQ4_XS llama_model_loader: - kv 58: MoE_Quantization.type_default str = Q8_0 llama_model_loader: - kv 59: quantize.imatrix.file str = /mnt/srv/snowdrift/ggml/GLM-5.1/imatr... llama_model_loader: - kv 60: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati... llama_model_loader: - kv 61: quantize.imatrix.entries_count u32 = 1002 llama_model_loader: - kv 62: quantize.imatrix.chunks_count u32 = 50 llama_model_loader: - type f32: 630 tensors llama_model_loader: - type q8_0: 951 tensors llama_model_loader: - type iq3_s: 152 tensors llama_model_loader: - type iq4_xs: 76 tensors print_info: file format = GGUF V3 (latest) print_info: file type = Q8_0 print_info: file size = 336.61 GiB (3.84 BPW) load: 0 unused tokens load: special_eot_id is not in special_eog_ids - the tokenizer config may be incorrect load: special_eom_id is not in special_eog_ids - the tokenizer config may be incorrect load: printing all EOG tokens: load: - 154820 ('<|endoftext|>') load: - 154827 ('<|user|>') load: - 154829 ('<|observation|>') load: special tokens cache size = 36 load: token to piece cache size = 0.9811 MB print_info: arch = glm-dsa print_info: vocab_only = 0 print_info: no_alloc = 0 print_info: n_ctx_train = 202752 print_info: n_embd = 6144 print_info: n_embd_inp = 6144 print_info: n_layer = 79 print_info: n_head = 64 print_info: n_head_kv = 1 print_info: n_rot = 64 print_info: n_swa = 0 print_info: is_swa_any = 0 print_info: n_embd_head_k = 576 print_info: n_embd_head_v = 512 print_info: n_gqa = 64 print_info: n_embd_k_gqa = 576 print_info: n_embd_v_gqa = 512 print_info: f_norm_eps = 0.0e+00 print_info: f_norm_rms_eps = 1.0e-05 print_info: f_clamp_kqv = 0.0e+00 print_info: f_max_alibi_bias = 0.0e+00 print_info: f_logit_scale = 0.0e+00 print_info: f_attn_scale = 0.0e+00 print_info: f_attn_value_scale = 1.0000 print_info: n_ff = 12288 print_info: n_expert = 256 print_info: n_expert_used = 8 print_info: n_expert_groups = 1 print_info: n_group_used = 1 print_info: causal attn = 1 print_info: pooling type = -1 print_info: rope type = 0 print_info: rope scaling = linear print_info: freq_base_train = 1000000.0 print_info: freq_scale_train = 1 print_info: n_ctx_orig_yarn = 202752 print_info: rope_yarn_log_mul = 0.0000 print_info: rope_finetuned = unknown print_info: model type = 744B.A40B print_info: model params = 753.86 B print_info: general.name = GLM 5.1 print_info: n_layer_dense_lead = 3 print_info: n_lora_q = 2048 print_info: n_lora_kv = 512 print_info: n_embd_head_k_mla = 256 print_info: n_embd_head_v_mla = 256 print_info: n_ff_exp = 2048 print_info: n_expert_shared = 1 print_info: expert_weights_scale = 2.5 print_info: expert_weights_norm = 1 print_info: expert_gating_func = sigmoid print_info: vocab type = BPE print_info: n_vocab = 154880 print_info: n_merges = 321649 print_info: BOS token = 154822 '[gMASK]' print_info: EOS token = 154820 '<|endoftext|>' print_info: EOT token = 154827 '<|user|>' print_info: EOM token = 154829 '<|observation|>' print_info: UNK token = 154820 '<|endoftext|>' print_info: PAD token = 154820 '<|endoftext|>' print_info: LF token = 198 'Ċ' print_info: FIM PRE token = 154838 '<|code_prefix|>' print_info: FIM SUF token = 154840 '<|code_suffix|>' print_info: FIM MID token = 154839 '<|code_middle|>' print_info: EOG token = 154820 '<|endoftext|>' print_info: EOG token = 154827 '<|user|>' print_info: EOG token = 154829 '<|observation|>' print_info: max token length = 1024 load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false) model has unused tensor blk.78.attn_norm.weight (size = 24576 bytes) -- ignoring model has unused tensor blk.78.attn_q_a_norm.weight (size = 8192 bytes) -- ignoring model has unused tensor blk.78.attn_kv_a_norm.weight (size = 2048 bytes) -- ignoring model has unused tensor blk.78.attn_q_a.weight (size = 13369344 bytes) -- ignoring model has unused tensor blk.78.attn_q_b.weight (size = 35651584 bytes) -- ignoring model has unused tensor blk.78.attn_kv_a_mqa.weight (size = 3760128 bytes) -- ignoring model has unused tensor blk.78.attn_k_b.weight (size = 6684672 bytes) -- ignoring model has unused tensor blk.78.attn_v_b.weight (size = 8912896 bytes) -- ignoring model has unused tensor blk.78.attn_output.weight (size = 106954752 bytes) -- ignoring model has unused tensor blk.78.ffn_norm.weight (size = 24576 bytes) -- ignoring model has unused tensor blk.78.indexer.k_norm.weight (size = 512 bytes) -- ignoring model has unused tensor blk.78.indexer.k_norm.bias (size = 512 bytes) -- ignoring model has unused tensor blk.78.indexer.proj.weight (size = 208896 bytes) -- ignoring model has unused tensor blk.78.indexer.attn_k.weight (size = 835584 bytes) -- ignoring model has unused tensor blk.78.indexer.attn_q_b.weight (size = 8912896 bytes) -- ignoring model has unused tensor blk.78.ffn_gate_inp.weight (size = 6291456 bytes) -- ignoring model has unused tensor blk.78.ffn_gate_exps.weight (size = 1384120320 bytes) -- ignoring model has unused tensor blk.78.ffn_down_exps.weight (size = 1711276032 bytes) -- ignoring model has unused tensor blk.78.ffn_up_exps.weight (size = 1384120320 bytes) -- ignoring model has unused tensor blk.78.ffn_gate_shexp.weight (size = 13369344 bytes) -- ignoring model has unused tensor blk.78.ffn_down_shexp.weight (size = 13369344 bytes) -- ignoring model has unused tensor blk.78.ffn_up_shexp.weight (size = 13369344 bytes) -- ignoring model has unused tensor blk.78.nextn.eh_proj.weight (size = 80216064 bytes) -- ignoring model has unused tensor blk.78.nextn.enorm.weight (size = 24576 bytes) -- ignoring model has unused tensor blk.78.nextn.hnorm.weight (size = 24576 bytes) -- ignoring model has unused tensor blk.78.nextn.shared_head_norm.weight (size = 24576 bytes) -- ignoring load_tensors: offloading output layer to GPU load_tensors: offloading 78 repeating layers to GPU load_tensors: offloaded 80/80 layers to GPU load_tensors: CPU_Mapped model buffer size = 964.22 MiB load_tensors: CUDA0 model buffer size = 41655.94 MiB load_tensors: CUDA1 model buffer size = 49423.18 MiB load_tensors: CUDA2 model buffer size = 53916.19 MiB load_tensors: CUDA3 model buffer size = 49423.18 MiB load_tensors: CUDA4 model buffer size = 53916.19 MiB load_tensors: CUDA5 model buffer size = 49423.18 MiB load_tensors: CUDA6 model buffer size = 41401.39 MiB .................................................................................................... common_init_result: added <|endoftext|> logit bias = -inf common_init_result: added <|user|> logit bias = -inf common_init_result: added <|observation|> logit bias = -inf llama_context: constructing llama_context llama_context: n_seq_max = 16 llama_context: n_ctx = 8192 llama_context: n_ctx_seq = 512 llama_context: n_batch = 8192 llama_context: n_ubatch = 8192 llama_context: causal_attn = 1 llama_context: flash_attn = enabled llama_context: kv_unified = false llama_context: freq_base = 1000000.0 llama_context: freq_scale = 1 llama_context: n_ctx_seq (512) < n_ctx_train (202752) -- the full capacity of the model will not be utilized llama_context: CUDA_Host output buffer size = 9.45 MiB llama_kv_cache: CUDA0 KV buffer size = 108.00 MiB llama_kv_cache: CUDA1 KV buffer size = 99.00 MiB llama_kv_cache: CUDA2 KV buffer size = 108.00 MiB llama_kv_cache: CUDA3 KV buffer size = 99.00 MiB llama_kv_cache: CUDA4 KV buffer size = 108.00 MiB llama_kv_cache: CUDA5 KV buffer size = 99.00 MiB llama_kv_cache: CUDA6 KV buffer size = 81.00 MiB llama_kv_cache: size = 702.00 MiB ( 512 cells, 78 layers, 16/16 seqs), K (f16): 702.00 MiB, V (f16): 0.00 MiB llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 576 llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 512 llama_context: pipeline parallelism enabled sched_reserve: reserving ... sched_reserve: resolving fused Gated Delta Net support: sched_reserve: fused Gated Delta Net (autoregressive) enabled sched_reserve: fused Gated Delta Net (chunked) enabled sched_reserve: CUDA0 compute buffer size = 4424.38 MiB sched_reserve: CUDA1 compute buffer size = 4576.38 MiB sched_reserve: CUDA2 compute buffer size = 4576.38 MiB sched_reserve: CUDA3 compute buffer size = 4576.38 MiB sched_reserve: CUDA4 compute buffer size = 4576.38 MiB sched_reserve: CUDA5 compute buffer size = 4576.38 MiB sched_reserve: CUDA6 compute buffer size = 6216.50 MiB sched_reserve: CUDA_Host compute buffer size = 448.62 MiB sched_reserve: graph nodes = 6142 sched_reserve: graph splits = 8 sched_reserve: reserve took 118.39 ms, sched copies = 4 common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) 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 | kl_divergence: computing over 565 chunks, n_ctx=512, batch_size=8192, n_seq=16 kl_divergence: 6.50 seconds per pass - ETA 3.82 minutes chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p 1 1.4951 ± 0.1025 0.11116 ± 0.03546 0.09383 ± 0.01484 15.163 ± 1.687 % 93.333 ± 1.565 % 2 2.2793 ± 0.1864 0.09492 ± 0.02769 0.09384 ± 0.00947 13.592 ± 1.122 % 91.373 ± 1.244 % 3 1.9097 ± 0.1199 0.06081 ± 0.01960 0.07049 ± 0.00674 11.737 ± 0.914 % 93.987 ± 0.860 % 4 1.6978 ± 0.0863 0.06059 ± 0.01696 0.06894 ± 0.00734 11.925 ± 0.909 % 95.000 ± 0.683 % 5 1.5800 ± 0.0664 0.05730 ± 0.01457 0.06608 ± 0.00648 11.775 ± 0.826 % 95.686 ± 0.569 % 6 1.5175 ± 0.0549 0.05917 ± 0.01327 0.06821 ± 0.00640 12.173 ± 0.772 % 95.752 ± 0.516 % 7 1.5130 ± 0.0512 0.07362 ± 0.01320 0.07298 ± 0.00693 12.796 ± 0.761 % 95.742 ± 0.478 % 8 1.4686 ± 0.0444 0.07083 ± 0.01206 0.07198 ± 0.00650 12.807 ± 0.714 % 95.637 ± 0.452 % 9 1.4907 ± 0.0435 0.08832 ± 0.01254 0.09166 ± 0.00766 14.221 ± 0.689 % 94.771 ± 0.465 % 10 1.4596 ± 0.0391 0.08684 ± 0.01176 0.08841 ± 0.00706 14.037 ± 0.651 % 94.980 ± 0.432 % 11 1.4348 ± 0.0358 0.08099 ± 0.01120 0.08749 ± 0.00668 14.029 ± 0.619 % 95.045 ± 0.410 % 12 1.5036 ± 0.0381 0.09126 ± 0.01153 0.09549 ± 0.00655 14.412 ± 0.578 % 94.477 ± 0.413 % 13 1.4991 ± 0.0363 0.09007 ± 0.01096 0.09793 ± 0.00628 14.674 ± 0.550 % 94.268 ± 0.404 % 14 1.5599 ± 0.0377 0.08481 ± 0.01047 0.09805 ± 0.00593 14.515 ± 0.524 % 94.062 ± 0.396 % 15 1.6670 ± 0.0415 0.07967 ± 0.01007 0.09855 ± 0.00560 14.355 ± 0.501 % 93.673 ± 0.394 % 16 1.7707 ± 0.0449 0.07544 ± 0.00959 0.09637 ± 0.00527 14.035 ± 0.481 % 93.284 ± 0.392 % 17 1.8938 ± 0.0500 0.07348 ± 0.00917 0.09537 ± 0.00500 13.763 ± 0.464 % 92.895 ± 0.390 % 18 2.0475 ± 0.0556 0.07419 ± 0.00880 0.09459 ± 0.00476 13.596 ± 0.448 % 92.484 ± 0.389 % 19 2.0441 ± 0.0541 0.07371 ± 0.00854 0.09566 ± 0.00468 13.625 ± 0.440 % 92.549 ± 0.377 % 20 2.0421 ± 0.0522 0.07519 ± 0.00856 0.10026 ± 0.00469 13.935 ± 0.426 % 92.176 ± 0.376 % 21 2.1206 ± 0.0544 0.07258 ± 0.00858 0.10104 ± 0.00453 13.844 ± 0.412 % 92.176 ± 0.367 % 22 2.1338 ± 0.0536 0.07108 ± 0.00828 0.09933 ± 0.00436 13.677 ± 0.401 % 92.246 ± 0.357 % 23 2.1160 ± 0.0519 0.06913 ± 0.00798 0.09644 ± 0.00419 13.463 ± 0.391 % 92.532 ± 0.343 % 24 2.1010 ± 0.0501 0.06966 ± 0.00788 0.09667 ± 0.00413 13.472 ± 0.381 % 92.614 ± 0.334 % 25 2.0879 ± 0.0486 0.06866 ± 0.00768 0.09762 ± 0.00409 13.514 ± 0.373 % 92.596 ± 0.328 % 26 2.0768 ± 0.0472 0.06704 ± 0.00743 0.09585 ± 0.00394 13.362 ± 0.364 % 92.655 ± 0.320 % 27 2.0920 ± 0.0469 0.06805 ± 0.00732 0.09665 ± 0.00388 13.405 ± 0.357 % 92.622 ± 0.315 % 28 2.1232 ± 0.0471 0.06822 ± 0.00714 0.09549 ± 0.00375 13.291 ± 0.348 % 92.633 ± 0.309 % 29 2.1473 ± 0.0469 0.06618 ± 0.00706 0.09681 ± 0.00369 13.370 ± 0.341 % 92.508 ± 0.306 % 30 2.2096 ± 0.0484 0.06623 ± 0.00690 0.09624 ± 0.00359 13.258 ± 0.334 % 92.392 ± 0.303 % 31 2.2670 ± 0.0495 0.06580 ± 0.00675 0.09590 ± 0.00348 13.144 ± 0.327 % 92.170 ± 0.302 % 32 2.3107 ± 0.0500 0.06522 ± 0.00661 0.09610 ± 0.00339 13.063 ± 0.319 % 91.998 ± 0.300 % 33 2.3611 ± 0.0508 0.06436 ± 0.00649 0.09607 ± 0.00331 12.985 ± 0.313 % 91.907 ± 0.297 % 34 2.3950 ± 0.0510 0.06467 ± 0.00637 0.09608 ± 0.00323 12.942 ± 0.306 % 91.730 ± 0.296 % 35 2.4431 ± 0.0515 0.06230 ± 0.00628 0.09565 ± 0.00315 12.847 ± 0.300 % 91.653 ± 0.293 % 36 2.4841 ± 0.0519 0.06239 ± 0.00620 0.09580 ± 0.00307 12.865 ± 0.294 % 91.514 ± 0.291 % 37 2.5135 ± 0.0518 0.06165 ± 0.00609 0.09516 ± 0.00301 12.763 ± 0.289 % 91.468 ± 0.288 % 38 2.5962 ± 0.0541 0.05884 ± 0.00602 0.09524 ± 0.00294 12.698 ± 0.283 % 91.424 ± 0.284 % 39 2.6364 ± 0.0545 0.05880 ± 0.00590 0.09393 ± 0.00287 12.586 ± 0.279 % 91.453 ± 0.280 % 40 2.6795 ± 0.0548 0.05736 ± 0.00578 0.09264 ± 0.00280 12.464 ± 0.275 % 91.402 ± 0.278 % 41 2.7511 ± 0.0560 0.05725 ± 0.00567 0.09159 ± 0.00274 12.344 ± 0.271 % 91.401 ± 0.274 % 42 2.7440 ± 0.0551 0.05707 ± 0.00562 0.09259 ± 0.00271 12.379 ± 0.266 % 91.326 ± 0.272 % 43 2.7614 ± 0.0551 0.05666 ± 0.00555 0.09217 ± 0.00266 12.334 ± 0.262 % 91.300 ± 0.269 % 44 2.7940 ± 0.0552 0.05539 ± 0.00546 0.09137 ± 0.00260 12.251 ± 0.258 % 91.212 ± 0.267 % 45 2.8651 ± 0.0563 0.05351 ± 0.00537 0.09067 ± 0.00255 12.160 ± 0.255 % 91.190 ± 0.265 % 46 2.9172 ± 0.0570 0.05260 ± 0.00528 0.09009 ± 0.00250 12.077 ± 0.251 % 91.168 ± 0.262 % 47 2.8776 ± 0.0554 0.05310 ± 0.00521 0.09006 ± 0.00248 12.132 ± 0.249 % 91.239 ± 0.258 % 48 2.8388 ± 0.0538 0.05398 ± 0.00517 0.09030 ± 0.00247 12.220 ± 0.246 % 91.266 ± 0.255 % 49 2.8114 ± 0.0524 0.05498 ± 0.00514 0.09119 ± 0.00247 12.337 ± 0.244 % 91.244 ± 0.253 % 50 2.8007 ± 0.0517 0.05611 ± 0.00511 0.09212 ± 0.00245 12.407 ± 0.241 % 91.224 ± 0.251 % 51 2.8184 ± 0.0515 0.05547 ± 0.00509 0.09348 ± 0.00244 12.434 ± 0.238 % 91.057 ± 0.250 % 52 2.8479 ± 0.0517 0.05434 ± 0.00502 0.09276 ± 0.00239 12.357 ± 0.235 % 90.995 ± 0.249 % 53 2.8865 ± 0.0522 0.05338 ± 0.00496 0.09287 ± 0.00236 12.316 ± 0.232 % 90.958 ± 0.247 % 54 2.9125 ± 0.0523 0.05183 ± 0.00492 0.09359 ± 0.00234 12.316 ± 0.230 % 90.893 ± 0.245 % 55 2.9407 ± 0.0526 0.05114 ± 0.00486 0.09319 ± 0.00230 12.240 ± 0.227 % 90.873 ± 0.243 % 56 2.9684 ± 0.0527 0.05003 ± 0.00481 0.09319 ± 0.00227 12.197 ± 0.225 % 90.903 ± 0.241 % 57 2.9695 ± 0.0522 0.04882 ± 0.00479 0.09410 ± 0.00227 12.203 ± 0.222 % 90.836 ± 0.239 % 58 2.9934 ± 0.0523 0.04864 ± 0.00473 0.09367 ± 0.00224 12.147 ± 0.220 % 90.798 ± 0.238 % 59 3.0088 ± 0.0522 0.04889 ± 0.00467 0.09343 ± 0.00221 12.107 ± 0.217 % 90.774 ± 0.236 % 60 3.0482 ± 0.0526 0.04875 ± 0.00463 0.09331 ± 0.00218 12.063 ± 0.215 % 90.706 ± 0.235 % 61 3.0839 ± 0.0530 0.04831 ± 0.00457 0.09298 ± 0.00215 12.018 ± 0.213 % 90.685 ± 0.233 % 62 3.1313 ± 0.0537 0.04773 ± 0.00453 0.09260 ± 0.00212 11.956 ± 0.211 % 90.639 ± 0.232 % 63 3.1708 ± 0.0542 0.04814 ± 0.00449 0.09291 ± 0.00210 11.938 ± 0.209 % 90.563 ± 0.231 % 64 3.1982 ± 0.0543 0.04727 ± 0.00445 0.09281 ± 0.00207 11.900 ± 0.207 % 90.509 ± 0.229 % 65 3.2129 ± 0.0542 0.04653 ± 0.00442 0.09218 ± 0.00204 11.840 ± 0.205 % 90.564 ± 0.227 % 66 3.2116 ± 0.0537 0.04710 ± 0.00441 0.09321 ± 0.00204 11.922 ± 0.204 % 90.517 ± 0.226 % 67 3.1822 ± 0.0526 0.04658 ± 0.00438 0.09347 ± 0.00202 11.994 ± 0.202 % 90.571 ± 0.224 % 68 3.1666 ± 0.0518 0.04675 ± 0.00437 0.09430 ± 0.00202 12.053 ± 0.201 % 90.542 ± 0.222 % 69 3.1914 ± 0.0520 0.04745 ± 0.00436 0.09506 ± 0.00200 12.107 ± 0.199 % 90.486 ± 0.221 % 70 3.1804 ± 0.0514 0.04772 ± 0.00435 0.09570 ± 0.00199 12.150 ± 0.196 % 90.482 ± 0.220 % 71 3.1655 ± 0.0508 0.04834 ± 0.00434 0.09640 ± 0.00201 12.227 ± 0.195 % 90.494 ± 0.218 % 72 3.1640 ± 0.0504 0.04874 ± 0.00431 0.09645 ± 0.00199 12.239 ± 0.194 % 90.501 ± 0.216 % 73 3.1698 ± 0.0502 0.04910 ± 0.00427 0.09633 ± 0.00197 12.213 ± 0.192 % 90.524 ± 0.215 % 74 3.1944 ± 0.0504 0.04852 ± 0.00424 0.09605 ± 0.00196 12.181 ± 0.191 % 90.530 ± 0.213 % 75 3.1962 ± 0.0502 0.04832 ± 0.00420 0.09579 ± 0.00194 12.163 ± 0.190 % 90.515 ± 0.212 % 76 3.1588 ± 0.0492 0.04841 ± 0.00416 0.09506 ± 0.00193 12.125 ± 0.189 % 90.619 ± 0.209 % 77 3.1232 ± 0.0481 0.04823 ± 0.00414 0.09482 ± 0.00192 12.126 ± 0.188 % 90.700 ± 0.207 % 78 3.0899 ± 0.0471 0.04871 ± 0.00411 0.09487 ± 0.00192 12.156 ± 0.187 % 90.754 ± 0.205 % 79 3.0607 ± 0.0462 0.04872 ± 0.00409 0.09487 ± 0.00191 12.148 ± 0.186 % 90.802 ± 0.204 % 80 3.0332 ± 0.0454 0.04876 ± 0.00409 0.09590 ± 0.00192 12.243 ± 0.185 % 90.819 ± 0.202 % 81 3.0115 ± 0.0446 0.04928 ± 0.00407 0.09626 ± 0.00191 12.307 ± 0.184 % 90.825 ± 0.201 % 82 3.0021 ± 0.0442 0.05074 ± 0.00409 0.09710 ± 0.00192 12.370 ± 0.183 % 90.851 ± 0.199 % 83 3.0075 ± 0.0441 0.05160 ± 0.00409 0.09834 ± 0.00194 12.465 ± 0.184 % 90.824 ± 0.198 % 84 2.9847 ± 0.0434 0.05299 ± 0.00407 0.09883 ± 0.00194 12.518 ± 0.183 % 90.850 ± 0.197 % 85 2.9741 ± 0.0429 0.05381 ± 0.00406 0.09947 ± 0.00193 12.555 ± 0.182 % 90.851 ± 0.196 % 86 2.9709 ± 0.0426 0.05469 ± 0.00406 0.10060 ± 0.00194 12.633 ± 0.181 % 90.844 ± 0.195 % 87 2.9678 ± 0.0423 0.05778 ± 0.00408 0.10248 ± 0.00197 12.785 ± 0.180 % 90.778 ± 0.194 % 88 2.9580 ± 0.0419 0.06009 ± 0.00409 0.10411 ± 0.00200 12.924 ± 0.181 % 90.775 ± 0.193 % 89 2.9381 ± 0.0413 0.06097 ± 0.00408 0.10505 ± 0.00202 13.023 ± 0.181 % 90.760 ± 0.192 % 90 2.9279 ± 0.0408 0.06186 ± 0.00407 0.10574 ± 0.00201 13.074 ± 0.179 % 90.745 ± 0.191 % 91 2.9102 ± 0.0402 0.06277 ± 0.00404 0.10625 ± 0.00200 13.150 ± 0.179 % 90.743 ± 0.190 % 92 2.8920 ± 0.0396 0.06440 ± 0.00404 0.10758 ± 0.00202 13.254 ± 0.178 % 90.729 ± 0.189 % 93 2.8891 ± 0.0393 0.06629 ± 0.00403 0.10861 ± 0.00201 13.341 ± 0.177 % 90.694 ± 0.189 % 94 2.8765 ± 0.0388 0.06753 ± 0.00402 0.10945 ± 0.00201 13.413 ± 0.176 % 90.676 ± 0.188 % 95 2.8629 ± 0.0384 0.06912 ± 0.00401 0.11000 ± 0.00201 13.471 ± 0.175 % 90.671 ± 0.187 % 96 2.8607 ± 0.0381 0.07084 ± 0.00402 0.11155 ± 0.00201 13.598 ± 0.175 % 90.641 ± 0.186 % 97 2.8749 ± 0.0382 0.07264 ± 0.00401 0.11240 ± 0.00200 13.632 ± 0.173 % 90.572 ± 0.186 % 98 2.8713 ± 0.0380 0.07422 ± 0.00400 0.11293 ± 0.00199 13.668 ± 0.172 % 90.548 ± 0.185 % 99 2.8536 ± 0.0374 0.07397 ± 0.00399 0.11360 ± 0.00200 13.706 ± 0.171 % 90.533 ± 0.184 % 100 2.8316 ± 0.0368 0.07391 ± 0.00396 0.11322 ± 0.00199 13.696 ± 0.170 % 90.588 ± 0.183 % 101 2.8409 ± 0.0369 0.07301 ± 0.00394 0.11305 ± 0.00197 13.663 ± 0.169 % 90.604 ± 0.182 % 102 2.8240 ± 0.0364 0.07369 ± 0.00393 0.11363 ± 0.00197 13.735 ± 0.169 % 90.573 ± 0.181 % 103 2.8144 ± 0.0360 0.07429 ± 0.00392 0.11460 ± 0.00197 13.814 ± 0.168 % 90.524 ± 0.181 % 104 2.8101 ± 0.0357 0.07536 ± 0.00392 0.11541 ± 0.00197 13.871 ± 0.168 % 90.505 ± 0.180 % 105 2.8245 ± 0.0359 0.07629 ± 0.00390 0.11600 ± 0.00197 13.889 ± 0.167 % 90.461 ± 0.180 % 106 2.8498 ± 0.0361 0.07573 ± 0.00388 0.11567 ± 0.00195 13.849 ± 0.166 % 90.429 ± 0.179 % 107 2.9004 ± 0.0370 0.07466 ± 0.00386 0.11547 ± 0.00194 13.803 ± 0.165 % 90.401 ± 0.178 % 108 2.9095 ± 0.0370 0.07383 ± 0.00384 0.11500 ± 0.00193 13.772 ± 0.165 % 90.399 ± 0.178 % 109 2.9201 ± 0.0370 0.07305 ± 0.00381 0.11441 ± 0.00191 13.723 ± 0.164 % 90.416 ± 0.177 % 110 2.9563 ± 0.0375 0.07228 ± 0.00378 0.11392 ± 0.00189 13.672 ± 0.163 % 90.389 ± 0.176 % 111 2.9819 ± 0.0378 0.07227 ± 0.00376 0.11373 ± 0.00188 13.629 ± 0.162 % 90.352 ± 0.175 % 112 2.9574 ± 0.0373 0.07173 ± 0.00373 0.11286 ± 0.00186 13.579 ± 0.161 % 90.427 ± 0.174 % 113 2.9431 ± 0.0369 0.07182 ± 0.00372 0.11263 ± 0.00185 13.587 ± 0.161 % 90.449 ± 0.173 % 114 2.9440 ± 0.0367 0.07150 ± 0.00371 0.11290 ± 0.00185 13.576 ± 0.160 % 90.430 ± 0.173 % 115 2.9407 ± 0.0365 0.07110 ± 0.00369 0.11263 ± 0.00184 13.556 ± 0.159 % 90.445 ± 0.172 % 116 2.9447 ± 0.0364 0.07156 ± 0.00367 0.11304 ± 0.00183 13.585 ± 0.158 % 90.385 ± 0.171 % 117 2.9466 ± 0.0362 0.07162 ± 0.00365 0.11287 ± 0.00183 13.561 ± 0.157 % 90.390 ± 0.171 % 118 2.9512 ± 0.0361 0.07144 ± 0.00363 0.11265 ± 0.00181 13.532 ± 0.157 % 90.415 ± 0.170 % 119 2.9553 ± 0.0361 0.07081 ± 0.00361 0.11226 ± 0.00180 13.498 ± 0.156 % 90.430 ± 0.169 % 120 2.9527 ± 0.0359 0.07053 ± 0.00360 0.11234 ± 0.00179 13.494 ± 0.155 % 90.428 ± 0.168 % 121 2.9447 ± 0.0356 0.07069 ± 0.00360 0.11277 ± 0.00179 13.547 ± 0.154 % 90.400 ± 0.168 % 122 2.9456 ± 0.0354 0.06989 ± 0.00359 0.11274 ± 0.00178 13.531 ± 0.154 % 90.383 ± 0.167 % 123 2.9301 ± 0.0351 0.06947 ± 0.00356 0.11222 ± 0.00177 13.512 ± 0.153 % 90.432 ± 0.166 % 124 2.9296 ± 0.0349 0.06941 ± 0.00354 0.11181 ± 0.00176 13.489 ± 0.153 % 90.449 ± 0.165 % 125 2.9290 ± 0.0348 0.06870 ± 0.00353 0.11151 ± 0.00175 13.460 ± 0.152 % 90.472 ± 0.164 % 126 2.9270 ± 0.0346 0.06806 ± 0.00351 0.11123 ± 0.00174 13.439 ± 0.151 % 90.470 ± 0.164 % 127 2.9258 ± 0.0344 0.06781 ± 0.00349 0.11095 ± 0.00172 13.423 ± 0.150 % 90.483 ± 0.163 % 128 2.9410 ± 0.0346 0.06764 ± 0.00347 0.11077 ± 0.00171 13.399 ± 0.150 % 90.469 ± 0.163 % 129 2.9472 ± 0.0346 0.06725 ± 0.00345 0.11050 ± 0.00170 13.369 ± 0.149 % 90.473 ± 0.162 % 130 2.9479 ± 0.0344 0.06716 ± 0.00344 0.11056 ± 0.00169 13.368 ± 0.148 % 90.474 ± 0.161 % 131 2.9597 ± 0.0344 0.06667 ± 0.00342 0.11041 ± 0.00168 13.344 ± 0.148 % 90.430 ± 0.161 % 132 2.9609 ± 0.0343 0.06614 ± 0.00341 0.11064 ± 0.00168 13.368 ± 0.147 % 90.419 ± 0.160 % 133 2.9590 ± 0.0342 0.06631 ± 0.00340 0.11079 ± 0.00167 13.374 ± 0.146 % 90.423 ± 0.160 % 134 2.9730 ± 0.0343 0.06599 ± 0.00338 0.11039 ± 0.00166 13.339 ± 0.146 % 90.445 ± 0.159 % 135 2.9922 ± 0.0345 0.06568 ± 0.00337 0.11016 ± 0.00165 13.309 ± 0.145 % 90.452 ± 0.158 % 136 2.9869 ± 0.0343 0.06631 ± 0.00337 0.11062 ± 0.00165 13.337 ± 0.145 % 90.444 ± 0.158 % 137 2.9843 ± 0.0341 0.06667 ± 0.00336 0.11085 ± 0.00165 13.355 ± 0.144 % 90.437 ± 0.157 % 138 2.9819 ± 0.0340 0.06680 ± 0.00336 0.11111 ± 0.00164 13.374 ± 0.144 % 90.438 ± 0.157 % 139 2.9673 ± 0.0336 0.06640 ± 0.00334 0.11101 ± 0.00164 13.367 ± 0.143 % 90.467 ± 0.156 % 140 2.9823 ± 0.0338 0.06654 ± 0.00333 0.11085 ± 0.00163 13.345 ± 0.143 % 90.429 ± 0.156 % 141 2.9832 ± 0.0336 0.06639 ± 0.00331 0.11040 ± 0.00162 13.313 ± 0.142 % 90.430 ± 0.155 % 142 2.9780 ± 0.0335 0.06694 ± 0.00330 0.11043 ± 0.00161 13.322 ± 0.142 % 90.417 ± 0.155 % 143 2.9756 ± 0.0333 0.06651 ± 0.00328 0.10998 ± 0.00160 13.289 ± 0.141 % 90.437 ± 0.154 % 144 2.9759 ± 0.0331 0.06627 ± 0.00326 0.10959 ± 0.00159 13.265 ± 0.140 % 90.463 ± 0.153 % 145 2.9741 ± 0.0330 0.06599 ± 0.00325 0.10913 ± 0.00158 13.234 ± 0.140 % 90.464 ± 0.153 % 146 2.9672 ± 0.0328 0.06563 ± 0.00323 0.10870 ± 0.00157 13.211 ± 0.139 % 90.494 ± 0.152 % 147 2.9520 ± 0.0324 0.06549 ± 0.00321 0.10844 ± 0.00156 13.203 ± 0.139 % 90.522 ± 0.151 % 148 2.9469 ± 0.0323 0.06568 ± 0.00320 0.10855 ± 0.00156 13.217 ± 0.138 % 90.522 ± 0.151 % 149 2.9406 ± 0.0320 0.06522 ± 0.00319 0.10835 ± 0.00155 13.207 ± 0.138 % 90.517 ± 0.150 % 150 2.9377 ± 0.0319 0.06529 ± 0.00318 0.10839 ± 0.00155 13.203 ± 0.137 % 90.523 ± 0.150 % 151 2.9298 ± 0.0316 0.06543 ± 0.00316 0.10829 ± 0.00154 13.212 ± 0.137 % 90.526 ± 0.149 % 152 2.9278 ± 0.0315 0.06504 ± 0.00315 0.10801 ± 0.00153 13.186 ± 0.136 % 90.544 ± 0.149 % 153 2.9316 ± 0.0314 0.06486 ± 0.00314 0.10778 ± 0.00152 13.176 ± 0.136 % 90.560 ± 0.148 % 154 2.9296 ± 0.0313 0.06455 ± 0.00312 0.10730 ± 0.00151 13.144 ± 0.135 % 90.578 ± 0.147 % 155 2.9292 ± 0.0312 0.06459 ± 0.00311 0.10693 ± 0.00150 13.125 ± 0.134 % 90.588 ± 0.147 % 156 2.9316 ± 0.0311 0.06419 ± 0.00309 0.10651 ± 0.00150 13.093 ± 0.134 % 90.598 ± 0.146 % 157 2.9337 ± 0.0310 0.06385 ± 0.00308 0.10622 ± 0.00149 13.075 ± 0.133 % 90.618 ± 0.146 % 158 2.9351 ± 0.0309 0.06365 ± 0.00306 0.10584 ± 0.00148 13.049 ± 0.133 % 90.625 ± 0.145 % 159 2.9453 ± 0.0309 0.06352 ± 0.00305 0.10553 ± 0.00147 13.020 ± 0.132 % 90.620 ± 0.145 % 160 2.9546 ± 0.0310 0.06312 ± 0.00304 0.10532 ± 0.00146 12.996 ± 0.132 % 90.615 ± 0.144 % 161 2.9600 ± 0.0309 0.06272 ± 0.00302 0.10512 ± 0.00145 12.975 ± 0.131 % 90.617 ± 0.144 % 162 2.9541 ± 0.0308 0.06358 ± 0.00302 0.10547 ± 0.00145 13.007 ± 0.131 % 90.612 ± 0.143 % 163 2.9455 ± 0.0305 0.06431 ± 0.00302 0.10583 ± 0.00145 13.043 ± 0.130 % 90.627 ± 0.143 % 164 2.9500 ± 0.0305 0.06425 ± 0.00300 0.10589 ± 0.00145 13.038 ± 0.130 % 90.617 ± 0.143 % 165 2.9434 ± 0.0303 0.06524 ± 0.00301 0.10653 ± 0.00145 13.077 ± 0.130 % 90.610 ± 0.142 % 166 2.9400 ± 0.0302 0.06591 ± 0.00301 0.10769 ± 0.00146 13.153 ± 0.130 % 90.550 ± 0.142 % 167 2.9534 ± 0.0302 0.06578 ± 0.00300 0.10800 ± 0.00146 13.150 ± 0.129 % 90.515 ± 0.142 % 168 2.9542 ± 0.0302 0.06589 ± 0.00299 0.10800 ± 0.00145 13.145 ± 0.129 % 90.516 ± 0.142 % 169 2.9776 ± 0.0304 0.06545 ± 0.00298 0.10796 ± 0.00144 13.124 ± 0.129 % 90.498 ± 0.141 % 170 2.9948 ± 0.0306 0.06522 ± 0.00297 0.10779 ± 0.00144 13.096 ± 0.128 % 90.480 ± 0.141 % 171 3.0066 ± 0.0307 0.06523 ± 0.00296 0.10790 ± 0.00143 13.119 ± 0.128 % 90.444 ± 0.141 % 172 3.0256 ± 0.0309 0.06519 ± 0.00295 0.10796 ± 0.00143 13.105 ± 0.128 % 90.397 ± 0.141 % 173 3.0152 ± 0.0306 0.06505 ± 0.00293 0.10753 ± 0.00142 13.080 ± 0.127 % 90.420 ± 0.140 % 174 3.0008 ± 0.0303 0.06479 ± 0.00292 0.10748 ± 0.00142 13.087 ± 0.127 % 90.437 ± 0.140 % 175 2.9862 ± 0.0300 0.06467 ± 0.00291 0.10729 ± 0.00141 13.089 ± 0.127 % 90.467 ± 0.139 % 176 2.9747 ± 0.0298 0.06493 ± 0.00290 0.10717 ± 0.00141 13.091 ± 0.126 % 90.492 ± 0.138 % 177 2.9606 ± 0.0295 0.06515 ± 0.00289 0.10699 ± 0.00140 13.101 ± 0.126 % 90.526 ± 0.138 % 178 2.9459 ± 0.0292 0.06504 ± 0.00288 0.10685 ± 0.00140 13.103 ± 0.126 % 90.557 ± 0.137 % 179 2.9347 ± 0.0290 0.06529 ± 0.00287 0.10690 ± 0.00140 13.119 ± 0.126 % 90.573 ± 0.137 % 180 2.9222 ± 0.0288 0.06548 ± 0.00287 0.10687 ± 0.00140 13.130 ± 0.126 % 90.601 ± 0.136 % 181 2.9176 ± 0.0287 0.06610 ± 0.00286 0.10693 ± 0.00140 13.150 ± 0.125 % 90.606 ± 0.136 % 182 2.9324 ± 0.0288 0.06576 ± 0.00285 0.10670 ± 0.00139 13.122 ± 0.125 % 90.599 ± 0.135 % 183 2.9499 ± 0.0290 0.06530 ± 0.00284 0.10649 ± 0.00138 13.101 ± 0.125 % 90.601 ± 0.135 % 184 2.9744 ± 0.0293 0.06485 ± 0.00283 0.10628 ± 0.00138 13.075 ± 0.124 % 90.586 ± 0.135 % 185 2.9921 ± 0.0295 0.06462 ± 0.00282 0.10594 ± 0.00137 13.044 ± 0.124 % 90.578 ± 0.135 % 186 3.0029 ± 0.0295 0.06468 ± 0.00281 0.10569 ± 0.00136 13.023 ± 0.124 % 90.580 ± 0.134 % 187 3.0232 ± 0.0297 0.06449 ± 0.00280 0.10550 ± 0.00136 12.996 ± 0.123 % 90.584 ± 0.134 % 188 3.0478 ± 0.0300 0.06409 ± 0.00279 0.10534 ± 0.00135 12.966 ± 0.123 % 90.559 ± 0.134 % 189 3.0698 ± 0.0302 0.06378 ± 0.00278 0.10512 ± 0.00135 12.937 ± 0.122 % 90.551 ± 0.133 % 190 3.0870 ± 0.0304 0.06364 ± 0.00277 0.10495 ± 0.00134 12.911 ± 0.122 % 90.553 ± 0.133 % 191 3.1017 ± 0.0305 0.06327 ± 0.00276 0.10477 ± 0.00133 12.888 ± 0.122 % 90.537 ± 0.133 % 192 3.1104 ± 0.0306 0.06305 ± 0.00275 0.10448 ± 0.00133 12.865 ± 0.121 % 90.549 ± 0.132 % 193 3.1166 ± 0.0306 0.06263 ± 0.00274 0.10413 ± 0.00132 12.839 ± 0.121 % 90.552 ± 0.132 % 194 3.1202 ± 0.0306 0.06263 ± 0.00273 0.10396 ± 0.00131 12.823 ± 0.121 % 90.544 ± 0.132 % 195 3.1174 ± 0.0304 0.06248 ± 0.00272 0.10374 ± 0.00131 12.806 ± 0.120 % 90.550 ± 0.131 % 196 3.1212 ± 0.0304 0.06254 ± 0.00271 0.10406 ± 0.00131 12.814 ± 0.120 % 90.514 ± 0.131 % 197 3.1350 ± 0.0305 0.06232 ± 0.00270 0.10403 ± 0.00130 12.799 ± 0.119 % 90.505 ± 0.131 % 198 3.1493 ± 0.0306 0.06208 ± 0.00269 0.10378 ± 0.00130 12.776 ± 0.119 % 90.499 ± 0.130 % 199 3.1496 ± 0.0306 0.06227 ± 0.00269 0.10373 ± 0.00129 12.766 ± 0.119 % 90.496 ± 0.130 % 200 3.1548 ± 0.0305 0.06184 ± 0.00268 0.10367 ± 0.00129 12.752 ± 0.118 % 90.482 ± 0.130 % 201 3.1569 ± 0.0305 0.06174 ± 0.00267 0.10333 ± 0.00128 12.726 ± 0.118 % 90.502 ± 0.130 % 202 3.1609 ± 0.0305 0.06186 ± 0.00266 0.10332 ± 0.00128 12.730 ± 0.118 % 90.493 ± 0.129 % 203 3.1587 ± 0.0304 0.06171 ± 0.00265 0.10337 ± 0.00128 12.725 ± 0.117 % 90.503 ± 0.129 % 204 3.1671 ± 0.0304 0.06138 ± 0.00264 0.10320 ± 0.00127 12.703 ± 0.117 % 90.494 ± 0.129 % 205 3.1750 ± 0.0304 0.06117 ± 0.00263 0.10298 ± 0.00127 12.683 ± 0.117 % 90.495 ± 0.128 % 206 3.1812 ± 0.0304 0.06098 ± 0.00262 0.10273 ± 0.00126 12.662 ± 0.116 % 90.480 ± 0.128 % 207 3.1875 ± 0.0304 0.06092 ± 0.00261 0.10247 ± 0.00125 12.641 ± 0.116 % 90.471 ± 0.128 % 208 3.1877 ± 0.0303 0.06078 ± 0.00261 0.10257 ± 0.00125 12.653 ± 0.116 % 90.460 ± 0.128 % 209 3.1890 ± 0.0303 0.06048 ± 0.00260 0.10227 ± 0.00125 12.629 ± 0.115 % 90.472 ± 0.127 % 210 3.1858 ± 0.0301 0.06063 ± 0.00259 0.10231 ± 0.00124 12.634 ± 0.115 % 90.469 ± 0.127 % 211 3.1891 ± 0.0301 0.06034 ± 0.00258 0.10209 ± 0.00124 12.612 ± 0.115 % 90.475 ± 0.127 % 212 3.1900 ± 0.0300 0.06011 ± 0.00258 0.10195 ± 0.00123 12.599 ± 0.115 % 90.459 ± 0.126 % 213 3.1936 ± 0.0300 0.06010 ± 0.00257 0.10176 ± 0.00123 12.583 ± 0.114 % 90.458 ± 0.126 % 214 3.1982 ± 0.0300 0.05977 ± 0.00256 0.10166 ± 0.00122 12.566 ± 0.114 % 90.443 ± 0.126 % 215 3.2016 ± 0.0299 0.05984 ± 0.00255 0.10162 ± 0.00122 12.557 ± 0.113 % 90.442 ± 0.126 % 216 3.2067 ± 0.0299 0.05969 ± 0.00254 0.10141 ± 0.00121 12.538 ± 0.113 % 90.447 ± 0.125 % 217 3.2098 ± 0.0299 0.05935 ± 0.00253 0.10117 ± 0.00121 12.519 ± 0.113 % 90.445 ± 0.125 % 218 3.2178 ± 0.0299 0.05913 ± 0.00253 0.10104 ± 0.00120 12.503 ± 0.112 % 90.448 ± 0.125 % 219 3.2118 ± 0.0298 0.05898 ± 0.00252 0.10095 ± 0.00120 12.502 ± 0.112 % 90.456 ± 0.124 % 220 3.2099 ± 0.0297 0.05874 ± 0.00251 0.10071 ± 0.00119 12.485 ± 0.112 % 90.462 ± 0.124 % 221 3.2075 ± 0.0296 0.05869 ± 0.00251 0.10055 ± 0.00119 12.475 ± 0.112 % 90.471 ± 0.124 % 222 3.2091 ± 0.0296 0.05872 ± 0.00250 0.10033 ± 0.00118 12.455 ± 0.111 % 90.480 ± 0.123 % 223 3.2083 ± 0.0295 0.05864 ± 0.00250 0.10012 ± 0.00118 12.437 ± 0.111 % 90.481 ± 0.123 % 224 3.2143 ± 0.0295 0.05852 ± 0.00249 0.09989 ± 0.00118 12.417 ± 0.111 % 90.492 ± 0.123 % 225 3.2160 ± 0.0294 0.05839 ± 0.00248 0.09977 ± 0.00117 12.406 ± 0.110 % 90.477 ± 0.123 % 226 3.2223 ± 0.0294 0.05814 ± 0.00247 0.09961 ± 0.00117 12.388 ± 0.110 % 90.455 ± 0.122 % 227 3.2190 ± 0.0293 0.05803 ± 0.00246 0.09946 ± 0.00116 12.375 ± 0.110 % 90.462 ± 0.122 % 228 3.2174 ± 0.0292 0.05788 ± 0.00246 0.09932 ± 0.00116 12.363 ± 0.109 % 90.475 ± 0.122 % 229 3.2094 ± 0.0291 0.05816 ± 0.00245 0.09957 ± 0.00116 12.387 ± 0.109 % 90.479 ± 0.121 % 230 3.2023 ± 0.0289 0.05871 ± 0.00245 0.09977 ± 0.00116 12.407 ± 0.109 % 90.483 ± 0.121 % 231 3.2001 ± 0.0288 0.05918 ± 0.00246 0.09997 ± 0.00116 12.435 ± 0.109 % 90.478 ± 0.121 % 232 3.2016 ± 0.0288 0.05916 ± 0.00245 0.10001 ± 0.00115 12.436 ± 0.109 % 90.467 ± 0.121 % 233 3.2005 ± 0.0287 0.05907 ± 0.00245 0.10035 ± 0.00115 12.454 ± 0.109 % 90.452 ± 0.121 % 234 3.1942 ± 0.0286 0.05935 ± 0.00245 0.10059 ± 0.00116 12.478 ± 0.109 % 90.458 ± 0.120 % 235 3.1835 ± 0.0284 0.05938 ± 0.00245 0.10034 ± 0.00115 12.466 ± 0.108 % 90.486 ± 0.120 % 236 3.1784 ± 0.0283 0.06010 ± 0.00244 0.10056 ± 0.00115 12.483 ± 0.108 % 90.487 ± 0.120 % 237 3.1702 ± 0.0281 0.06012 ± 0.00244 0.10082 ± 0.00116 12.503 ± 0.108 % 90.482 ± 0.119 % 238 3.1729 ± 0.0281 0.06007 ± 0.00243 0.10088 ± 0.00115 12.503 ± 0.108 % 90.473 ± 0.119 % 239 3.1878 ± 0.0282 0.05994 ± 0.00243 0.10078 ± 0.00115 12.484 ± 0.107 % 90.455 ± 0.119 % 240 3.2032 ± 0.0283 0.05982 ± 0.00242 0.10066 ± 0.00114 12.467 ± 0.107 % 90.446 ± 0.119 % 241 3.2155 ± 0.0284 0.05949 ± 0.00241 0.10049 ± 0.00114 12.449 ± 0.107 % 90.440 ± 0.119 % 242 3.2253 ± 0.0285 0.05921 ± 0.00241 0.10034 ± 0.00114 12.427 ± 0.107 % 90.438 ± 0.118 % 243 3.2377 ± 0.0286 0.05895 ± 0.00240 0.10020 ± 0.00113 12.407 ± 0.106 % 90.427 ± 0.118 % 244 3.2498 ± 0.0286 0.05847 ± 0.00239 0.10016 ± 0.00113 12.392 ± 0.106 % 90.407 ± 0.118 % 245 3.2637 ± 0.0288 0.05823 ± 0.00239 0.10007 ± 0.00113 12.376 ± 0.106 % 90.403 ± 0.118 % 246 3.2754 ± 0.0288 0.05818 ± 0.00238 0.09991 ± 0.00112 12.358 ± 0.106 % 90.407 ± 0.118 % 247 3.2895 ± 0.0290 0.05804 ± 0.00238 0.09990 ± 0.00112 12.347 ± 0.105 % 90.395 ± 0.117 % 248 3.3005 ± 0.0291 0.05768 ± 0.00237 0.09990 ± 0.00111 12.334 ± 0.105 % 90.391 ± 0.117 % 249 3.3025 ± 0.0290 0.05770 ± 0.00237 0.09984 ± 0.00111 12.326 ± 0.105 % 90.395 ± 0.117 % 250 3.3028 ± 0.0290 0.05755 ± 0.00236 0.09973 ± 0.00111 12.314 ± 0.104 % 90.391 ± 0.117 % 251 3.2903 ± 0.0288 0.05751 ± 0.00236 0.09950 ± 0.00110 12.307 ± 0.104 % 90.415 ± 0.116 % 252 3.2797 ± 0.0286 0.05727 ± 0.00235 0.09933 ± 0.00110 12.302 ± 0.104 % 90.430 ± 0.116 % 253 3.2709 ± 0.0285 0.05706 ± 0.00234 0.09929 ± 0.00110 12.303 ± 0.104 % 90.443 ± 0.116 % 254 3.2673 ± 0.0284 0.05696 ± 0.00234 0.09932 ± 0.00110 12.313 ± 0.104 % 90.442 ± 0.116 % 255 3.2687 ± 0.0283 0.05682 ± 0.00233 0.09921 ± 0.00109 12.306 ± 0.103 % 90.428 ± 0.115 % 256 3.2690 ± 0.0283 0.05708 ± 0.00233 0.09932 ± 0.00109 12.306 ± 0.103 % 90.420 ± 0.115 % 257 3.2637 ± 0.0281 0.05705 ± 0.00232 0.09939 ± 0.00109 12.316 ± 0.103 % 90.416 ± 0.115 % 258 3.2613 ± 0.0281 0.05699 ± 0.00231 0.09930 ± 0.00109 12.307 ± 0.103 % 90.420 ± 0.115 % 259 3.2510 ± 0.0279 0.05709 ± 0.00231 0.09926 ± 0.00108 12.322 ± 0.102 % 90.429 ± 0.114 % 260 3.2454 ± 0.0278 0.05714 ± 0.00230 0.09921 ± 0.00108 12.319 ± 0.102 % 90.440 ± 0.114 % 261 3.2375 ± 0.0276 0.05700 ± 0.00230 0.09906 ± 0.00108 12.317 ± 0.102 % 90.459 ± 0.114 % 262 3.2315 ± 0.0275 0.05704 ± 0.00229 0.09902 ± 0.00107 12.316 ± 0.102 % 90.470 ± 0.114 % 263 3.2240 ± 0.0273 0.05692 ± 0.00229 0.09895 ± 0.00107 12.320 ± 0.102 % 90.475 ± 0.113 % 264 3.2193 ± 0.0272 0.05685 ± 0.00228 0.09886 ± 0.00107 12.317 ± 0.101 % 90.478 ± 0.113 % 265 3.2156 ± 0.0271 0.05711 ± 0.00228 0.09892 ± 0.00107 12.322 ± 0.101 % 90.485 ± 0.113 % 266 3.2121 ± 0.0270 0.05697 ± 0.00228 0.09887 ± 0.00106 12.315 ± 0.101 % 90.487 ± 0.113 % 267 3.2041 ± 0.0269 0.05690 ± 0.00227 0.09878 ± 0.00106 12.316 ± 0.101 % 90.502 ± 0.112 % 268 3.1971 ± 0.0268 0.05685 ± 0.00226 0.09874 ± 0.00106 12.323 ± 0.100 % 90.506 ± 0.112 % 269 3.1926 ± 0.0267 0.05678 ± 0.00226 0.09870 ± 0.00106 12.322 ± 0.100 % 90.520 ± 0.112 % 270 3.1907 ± 0.0266 0.05677 ± 0.00226 0.09873 ± 0.00105 12.324 ± 0.100 % 90.508 ± 0.112 % 271 3.1878 ± 0.0265 0.05680 ± 0.00225 0.09865 ± 0.00105 12.318 ± 0.100 % 90.510 ± 0.111 % 272 3.1820 ± 0.0264 0.05667 ± 0.00225 0.09854 ± 0.00105 12.312 ± 0.099 % 90.528 ± 0.111 % 273 3.1789 ± 0.0263 0.05622 ± 0.00224 0.09861 ± 0.00105 12.316 ± 0.099 % 90.532 ± 0.111 % 274 3.1699 ± 0.0262 0.05610 ± 0.00224 0.09847 ± 0.00104 12.310 ± 0.099 % 90.552 ± 0.111 % 275 3.1620 ± 0.0260 0.05612 ± 0.00223 0.09846 ± 0.00104 12.311 ± 0.099 % 90.568 ± 0.110 % 276 3.1517 ± 0.0259 0.05633 ± 0.00223 0.09851 ± 0.00105 12.323 ± 0.099 % 90.588 ± 0.110 % 277 3.1438 ± 0.0257 0.05657 ± 0.00223 0.09859 ± 0.00105 12.337 ± 0.099 % 90.601 ± 0.110 % 278 3.1341 ± 0.0256 0.05657 ± 0.00222 0.09858 ± 0.00105 12.351 ± 0.099 % 90.618 ± 0.110 % 279 3.1348 ± 0.0255 0.05643 ± 0.00222 0.09848 ± 0.00105 12.344 ± 0.099 % 90.618 ± 0.109 % 280 3.1380 ± 0.0255 0.05654 ± 0.00221 0.09860 ± 0.00104 12.341 ± 0.099 % 90.599 ± 0.109 % 281 3.1408 ± 0.0255 0.05627 ± 0.00221 0.09846 ± 0.00104 12.326 ± 0.098 % 90.595 ± 0.109 % 282 3.1463 ± 0.0255 0.05625 ± 0.00220 0.09842 ± 0.00104 12.319 ± 0.098 % 90.590 ± 0.109 % 283 3.1515 ± 0.0255 0.05622 ± 0.00220 0.09833 ± 0.00103 12.309 ± 0.098 % 90.587 ± 0.109 % 284 3.1535 ± 0.0255 0.05616 ± 0.00219 0.09840 ± 0.00103 12.310 ± 0.098 % 90.573 ± 0.109 % 285 3.1564 ± 0.0255 0.05636 ± 0.00219 0.09836 ± 0.00103 12.305 ± 0.097 % 90.572 ± 0.108 % 286 3.1628 ± 0.0255 0.05608 ± 0.00219 0.09825 ± 0.00102 12.292 ± 0.097 % 90.565 ± 0.108 % 287 3.1738 ± 0.0256 0.05591 ± 0.00218 0.09814 ± 0.00102 12.277 ± 0.097 % 90.558 ± 0.108 % 288 3.1748 ± 0.0255 0.05583 ± 0.00218 0.09805 ± 0.00102 12.270 ± 0.097 % 90.565 ± 0.108 % 289 3.1760 ± 0.0255 0.05557 ± 0.00217 0.09797 ± 0.00102 12.261 ± 0.097 % 90.561 ± 0.108 % 290 3.1798 ± 0.0255 0.05546 ± 0.00217 0.09781 ± 0.00101 12.245 ± 0.096 % 90.561 ± 0.108 % 291 3.1827 ± 0.0255 0.05536 ± 0.00216 0.09765 ± 0.00101 12.231 ± 0.096 % 90.567 ± 0.107 % 292 3.1776 ± 0.0254 0.05531 ± 0.00215 0.09745 ± 0.00101 12.221 ± 0.096 % 90.586 ± 0.107 % 293 3.1687 ± 0.0252 0.05535 ± 0.00215 0.09738 ± 0.00100 12.222 ± 0.096 % 90.602 ± 0.107 % 294 3.1632 ± 0.0251 0.05559 ± 0.00215 0.09770 ± 0.00100 12.251 ± 0.096 % 90.592 ± 0.107 % 295 3.1628 ± 0.0251 0.05576 ± 0.00215 0.09789 ± 0.00100 12.262 ± 0.095 % 90.590 ± 0.106 % 296 3.1567 ± 0.0250 0.05574 ± 0.00214 0.09799 ± 0.00100 12.279 ± 0.095 % 90.588 ± 0.106 % 297 3.1540 ± 0.0249 0.05617 ± 0.00215 0.09818 ± 0.00100 12.296 ± 0.095 % 90.580 ± 0.106 % 298 3.1513 ± 0.0248 0.05655 ± 0.00215 0.09834 ± 0.00100 12.310 ± 0.095 % 90.566 ± 0.106 % 299 3.1473 ± 0.0247 0.05660 ± 0.00214 0.09842 ± 0.00100 12.320 ± 0.095 % 90.563 ± 0.106 % 300 3.1470 ± 0.0247 0.05688 ± 0.00214 0.09844 ± 0.00099 12.318 ± 0.094 % 90.557 ± 0.106 % 301 3.1458 ± 0.0246 0.05702 ± 0.00214 0.09874 ± 0.00099 12.335 ± 0.094 % 90.532 ± 0.106 % 302 3.1436 ± 0.0245 0.05742 ± 0.00214 0.09892 ± 0.00099 12.351 ± 0.094 % 90.523 ± 0.106 % 303 3.1420 ± 0.0245 0.05751 ± 0.00213 0.09908 ± 0.00099 12.363 ± 0.094 % 90.521 ± 0.105 % 304 3.1398 ± 0.0244 0.05794 ± 0.00213 0.09922 ± 0.00099 12.382 ± 0.094 % 90.522 ± 0.105 % 305 3.1339 ± 0.0243 0.05780 ± 0.00213 0.09919 ± 0.00099 12.386 ± 0.093 % 90.520 ± 0.105 % 306 3.1298 ± 0.0242 0.05805 ± 0.00213 0.09925 ± 0.00099 12.388 ± 0.093 % 90.519 ± 0.105 % 307 3.1321 ± 0.0242 0.05819 ± 0.00213 0.09945 ± 0.00099 12.398 ± 0.093 % 90.494 ± 0.105 % 308 3.1373 ± 0.0242 0.05802 ± 0.00212 0.09927 ± 0.00098 12.382 ± 0.093 % 90.500 ± 0.105 % 309 3.1481 ± 0.0243 0.05785 ± 0.00211 0.09908 ± 0.00098 12.367 ± 0.093 % 90.496 ± 0.104 % 310 3.1378 ± 0.0241 0.05768 ± 0.00211 0.09885 ± 0.00098 12.354 ± 0.092 % 90.522 ± 0.104 % 311 3.1317 ± 0.0240 0.05768 ± 0.00211 0.09889 ± 0.00098 12.363 ± 0.092 % 90.531 ± 0.104 % 312 3.1249 ± 0.0239 0.05776 ± 0.00211 0.09903 ± 0.00098 12.386 ± 0.092 % 90.528 ± 0.104 % 313 3.1214 ± 0.0238 0.05784 ± 0.00210 0.09916 ± 0.00097 12.395 ± 0.092 % 90.527 ± 0.104 % 314 3.1176 ± 0.0237 0.05791 ± 0.00210 0.09937 ± 0.00097 12.409 ± 0.092 % 90.523 ± 0.104 % 315 3.1179 ± 0.0237 0.05819 ± 0.00210 0.09964 ± 0.00097 12.430 ± 0.092 % 90.504 ± 0.103 % 316 3.1167 ± 0.0236 0.05829 ± 0.00210 0.09963 ± 0.00097 12.427 ± 0.091 % 90.491 ± 0.103 % 317 3.1162 ± 0.0236 0.05837 ± 0.00210 0.09967 ± 0.00097 12.428 ± 0.091 % 90.493 ± 0.103 % 318 3.1153 ± 0.0235 0.05839 ± 0.00209 0.09971 ± 0.00097 12.430 ± 0.091 % 90.501 ± 0.103 % 319 3.1129 ± 0.0235 0.05857 ± 0.00209 0.09971 ± 0.00096 12.430 ± 0.091 % 90.506 ± 0.103 % 320 3.1108 ± 0.0234 0.05863 ± 0.00208 0.09983 ± 0.00096 12.435 ± 0.091 % 90.498 ± 0.103 % 321 3.1138 ± 0.0234 0.05860 ± 0.00208 0.09980 ± 0.00096 12.427 ± 0.090 % 90.492 ± 0.103 % 322 3.1153 ± 0.0234 0.05860 ± 0.00208 0.10011 ± 0.00096 12.443 ± 0.090 % 90.474 ± 0.102 % 323 3.1096 ± 0.0233 0.05870 ± 0.00208 0.10015 ± 0.00096 12.450 ± 0.090 % 90.474 ± 0.102 % 324 3.1063 ± 0.0232 0.05885 ± 0.00208 0.10027 ± 0.00096 12.465 ± 0.090 % 90.472 ± 0.102 % 325 3.1051 ± 0.0232 0.05872 ± 0.00208 0.10042 ± 0.00096 12.475 ± 0.090 % 90.464 ± 0.102 % 326 3.1032 ± 0.0231 0.05885 ± 0.00208 0.10054 ± 0.00096 12.489 ± 0.090 % 90.467 ± 0.102 % 327 3.1056 ± 0.0231 0.05877 ± 0.00207 0.10069 ± 0.00095 12.494 ± 0.089 % 90.437 ± 0.102 % 328 3.1036 ± 0.0230 0.05878 ± 0.00207 0.10070 ± 0.00095 12.500 ± 0.089 % 90.445 ± 0.102 % 329 3.1034 ± 0.0230 0.05871 ± 0.00207 0.10084 ± 0.00095 12.506 ± 0.089 % 90.444 ± 0.101 % 330 3.1022 ± 0.0230 0.05859 ± 0.00206 0.10072 ± 0.00095 12.499 ± 0.089 % 90.452 ± 0.101 % 331 3.0979 ± 0.0229 0.05857 ± 0.00206 0.10082 ± 0.00095 12.508 ± 0.089 % 90.460 ± 0.101 % 332 3.0994 ± 0.0228 0.05847 ± 0.00206 0.10069 ± 0.00095 12.500 ± 0.089 % 90.469 ± 0.101 % 333 3.1020 ± 0.0228 0.05838 ± 0.00206 0.10083 ± 0.00095 12.508 ± 0.089 % 90.458 ± 0.101 % 334 3.1054 ± 0.0228 0.05821 ± 0.00205 0.10074 ± 0.00095 12.497 ± 0.089 % 90.457 ± 0.101 % 335 3.1054 ± 0.0228 0.05798 ± 0.00205 0.10062 ± 0.00095 12.487 ± 0.088 % 90.464 ± 0.100 % 336 3.1057 ± 0.0227 0.05784 ± 0.00204 0.10053 ± 0.00094 12.482 ± 0.088 % 90.465 ± 0.100 % 337 3.1066 ± 0.0227 0.05778 ± 0.00204 0.10044 ± 0.00094 12.478 ± 0.088 % 90.463 ± 0.100 % 338 3.1060 ± 0.0227 0.05757 ± 0.00204 0.10028 ± 0.00094 12.468 ± 0.088 % 90.468 ± 0.100 % 339 3.1058 ± 0.0226 0.05736 ± 0.00203 0.10017 ± 0.00094 12.459 ± 0.088 % 90.473 ± 0.100 % 340 3.1090 ± 0.0226 0.05744 ± 0.00203 0.10009 ± 0.00094 12.453 ± 0.088 % 90.463 ± 0.100 % 341 3.1114 ± 0.0226 0.05723 ± 0.00202 0.09994 ± 0.00093 12.441 ± 0.088 % 90.470 ± 0.100 % 342 3.1135 ± 0.0226 0.05715 ± 0.00202 0.09986 ± 0.00093 12.432 ± 0.087 % 90.471 ± 0.099 % 343 3.1186 ± 0.0226 0.05698 ± 0.00202 0.09975 ± 0.00093 12.420 ± 0.087 % 90.477 ± 0.099 % 344 3.1236 ± 0.0226 0.05699 ± 0.00201 0.09969 ± 0.00093 12.415 ± 0.087 % 90.478 ± 0.099 % 345 3.1335 ± 0.0227 0.05714 ± 0.00201 0.09965 ± 0.00092 12.406 ± 0.087 % 90.470 ± 0.099 % 346 3.1330 ± 0.0227 0.05694 ± 0.00201 0.09956 ± 0.00092 12.397 ± 0.087 % 90.482 ± 0.099 % 347 3.1255 ± 0.0225 0.05709 ± 0.00200 0.09971 ± 0.00092 12.421 ± 0.087 % 90.479 ± 0.099 % 348 3.1192 ± 0.0224 0.05722 ± 0.00200 0.09983 ± 0.00092 12.437 ± 0.087 % 90.480 ± 0.099 % 349 3.1143 ± 0.0224 0.05741 ± 0.00200 0.10003 ± 0.00092 12.462 ± 0.087 % 90.475 ± 0.098 % 350 3.1075 ± 0.0223 0.05728 ± 0.00199 0.09986 ± 0.00092 12.453 ± 0.086 % 90.495 ± 0.098 % 351 3.0996 ± 0.0222 0.05711 ± 0.00199 0.09967 ± 0.00092 12.444 ± 0.086 % 90.514 ± 0.098 % 352 3.0965 ± 0.0221 0.05721 ± 0.00199 0.09957 ± 0.00092 12.441 ± 0.086 % 90.528 ± 0.098 % 353 3.0935 ± 0.0220 0.05748 ± 0.00198 0.09964 ± 0.00092 12.456 ± 0.086 % 90.529 ± 0.098 % 354 3.0888 ± 0.0220 0.05790 ± 0.00199 0.10017 ± 0.00092 12.494 ± 0.086 % 90.513 ± 0.098 % 355 3.0839 ± 0.0219 0.05816 ± 0.00198 0.10040 ± 0.00093 12.524 ± 0.086 % 90.511 ± 0.097 % 356 3.0815 ± 0.0218 0.05872 ± 0.00198 0.10068 ± 0.00093 12.552 ± 0.086 % 90.509 ± 0.097 % 357 3.0763 ± 0.0217 0.05894 ± 0.00198 0.10085 ± 0.00093 12.575 ± 0.086 % 90.506 ± 0.097 % 358 3.0722 ± 0.0217 0.05940 ± 0.00198 0.10111 ± 0.00093 12.595 ± 0.086 % 90.505 ± 0.097 % 359 3.0723 ± 0.0217 0.05990 ± 0.00198 0.10158 ± 0.00093 12.619 ± 0.086 % 90.490 ± 0.097 % 360 3.0691 ± 0.0216 0.06036 ± 0.00199 0.10210 ± 0.00094 12.645 ± 0.086 % 90.481 ± 0.097 % 361 3.0619 ± 0.0215 0.06014 ± 0.00199 0.10210 ± 0.00094 12.655 ± 0.086 % 90.490 ± 0.097 % 362 3.0569 ± 0.0214 0.06061 ± 0.00199 0.10247 ± 0.00094 12.691 ± 0.086 % 90.479 ± 0.097 % 363 3.0529 ± 0.0213 0.06107 ± 0.00199 0.10273 ± 0.00094 12.720 ± 0.086 % 90.470 ± 0.097 % 364 3.0516 ± 0.0213 0.06129 ± 0.00198 0.10311 ± 0.00094 12.751 ± 0.086 % 90.458 ± 0.096 % 365 3.0476 ± 0.0212 0.06150 ± 0.00198 0.10328 ± 0.00094 12.767 ± 0.086 % 90.445 ± 0.096 % 366 3.0453 ± 0.0212 0.06142 ± 0.00198 0.10359 ± 0.00094 12.787 ± 0.086 % 90.435 ± 0.096 % 367 3.0409 ± 0.0211 0.06163 ± 0.00198 0.10384 ± 0.00094 12.805 ± 0.086 % 90.441 ± 0.096 % 368 3.0356 ± 0.0210 0.06188 ± 0.00198 0.10409 ± 0.00094 12.834 ± 0.085 % 90.436 ± 0.096 % 369 3.0308 ± 0.0209 0.06224 ± 0.00198 0.10426 ± 0.00095 12.856 ± 0.085 % 90.436 ± 0.096 % 370 3.0294 ± 0.0209 0.06234 ± 0.00198 0.10442 ± 0.00094 12.863 ± 0.085 % 90.439 ± 0.096 % 371 3.0264 ± 0.0208 0.06283 ± 0.00198 0.10466 ± 0.00095 12.882 ± 0.085 % 90.435 ± 0.096 % 372 3.0269 ± 0.0208 0.06317 ± 0.00198 0.10486 ± 0.00094 12.895 ± 0.085 % 90.419 ± 0.096 % 373 3.0263 ± 0.0208 0.06341 ± 0.00198 0.10520 ± 0.00094 12.915 ± 0.085 % 90.404 ± 0.096 % 374 3.0273 ± 0.0208 0.06361 ± 0.00197 0.10536 ± 0.00094 12.926 ± 0.085 % 90.398 ± 0.095 % 375 3.0247 ± 0.0207 0.06362 ± 0.00197 0.10542 ± 0.00094 12.931 ± 0.085 % 90.397 ± 0.095 % 376 3.0208 ± 0.0206 0.06380 ± 0.00197 0.10548 ± 0.00094 12.945 ± 0.085 % 90.396 ± 0.095 % 377 3.0173 ± 0.0206 0.06409 ± 0.00197 0.10553 ± 0.00094 12.952 ± 0.085 % 90.400 ± 0.095 % 378 3.0163 ± 0.0205 0.06452 ± 0.00197 0.10593 ± 0.00094 12.980 ± 0.084 % 90.382 ± 0.095 % 379 3.0184 ± 0.0205 0.06464 ± 0.00197 0.10622 ± 0.00094 12.990 ± 0.084 % 90.365 ± 0.095 % 380 3.0136 ± 0.0204 0.06483 ± 0.00197 0.10641 ± 0.00094 13.000 ± 0.084 % 90.365 ± 0.095 % 381 3.0101 ± 0.0204 0.06487 ± 0.00197 0.10639 ± 0.00094 13.003 ± 0.084 % 90.365 ± 0.095 % 382 3.0064 ± 0.0203 0.06487 ± 0.00196 0.10633 ± 0.00094 13.005 ± 0.084 % 90.378 ± 0.094 % 383 3.0100 ± 0.0204 0.06487 ± 0.00196 0.10634 ± 0.00094 13.002 ± 0.084 % 90.376 ± 0.094 % 384 3.0163 ± 0.0204 0.06464 ± 0.00196 0.10627 ± 0.00093 12.994 ± 0.084 % 90.371 ± 0.094 % 385 3.0217 ± 0.0204 0.06463 ± 0.00195 0.10617 ± 0.00093 12.984 ± 0.084 % 90.373 ± 0.094 % 386 3.0293 ± 0.0205 0.06434 ± 0.00195 0.10607 ± 0.00093 12.972 ± 0.083 % 90.376 ± 0.094 % 387 3.0337 ± 0.0205 0.06420 ± 0.00195 0.10601 ± 0.00093 12.965 ± 0.083 % 90.373 ± 0.094 % 388 3.0400 ± 0.0205 0.06397 ± 0.00194 0.10588 ± 0.00093 12.953 ± 0.083 % 90.381 ± 0.094 % 389 3.0473 ± 0.0205 0.06380 ± 0.00194 0.10578 ± 0.00092 12.945 ± 0.083 % 90.374 ± 0.094 % 390 3.0489 ± 0.0205 0.06355 ± 0.00194 0.10567 ± 0.00092 12.934 ± 0.083 % 90.378 ± 0.094 % 391 3.0414 ± 0.0204 0.06347 ± 0.00193 0.10546 ± 0.00092 12.923 ± 0.083 % 90.399 ± 0.093 % 392 3.0351 ± 0.0204 0.06354 ± 0.00193 0.10542 ± 0.00092 12.928 ± 0.083 % 90.413 ± 0.093 % 393 3.0277 ± 0.0203 0.06345 ± 0.00192 0.10525 ± 0.00092 12.922 ± 0.083 % 90.430 ± 0.093 % 394 3.0272 ± 0.0202 0.06342 ± 0.00192 0.10514 ± 0.00091 12.913 ± 0.083 % 90.431 ± 0.093 % 395 3.0216 ± 0.0202 0.06355 ± 0.00192 0.10523 ± 0.00092 12.930 ± 0.083 % 90.438 ± 0.093 % 396 3.0165 ± 0.0201 0.06345 ± 0.00192 0.10508 ± 0.00091 12.923 ± 0.083 % 90.456 ± 0.092 % 397 3.0101 ± 0.0200 0.06347 ± 0.00192 0.10504 ± 0.00092 12.922 ± 0.083 % 90.471 ± 0.092 % 398 3.0030 ± 0.0199 0.06351 ± 0.00191 0.10495 ± 0.00092 12.917 ± 0.082 % 90.488 ± 0.092 % 399 2.9973 ± 0.0199 0.06351 ± 0.00191 0.10483 ± 0.00091 12.915 ± 0.082 % 90.502 ± 0.092 % 400 2.9907 ± 0.0198 0.06338 ± 0.00191 0.10463 ± 0.00091 12.903 ± 0.082 % 90.524 ± 0.092 % 401 2.9837 ± 0.0197 0.06334 ± 0.00190 0.10462 ± 0.00091 12.909 ± 0.082 % 90.536 ± 0.092 % 402 2.9776 ± 0.0196 0.06335 ± 0.00190 0.10459 ± 0.00091 12.913 ± 0.082 % 90.550 ± 0.091 % 403 2.9707 ± 0.0195 0.06329 ± 0.00190 0.10447 ± 0.00091 12.912 ± 0.082 % 90.568 ± 0.091 % 404 2.9631 ± 0.0194 0.06325 ± 0.00189 0.10432 ± 0.00091 12.909 ± 0.082 % 90.585 ± 0.091 % 405 2.9568 ± 0.0194 0.06319 ± 0.00189 0.10426 ± 0.00091 12.906 ± 0.082 % 90.600 ± 0.091 % 406 2.9494 ± 0.0193 0.06310 ± 0.00189 0.10415 ± 0.00091 12.905 ± 0.082 % 90.617 ± 0.091 % 407 2.9423 ± 0.0192 0.06299 ± 0.00188 0.10399 ± 0.00091 12.899 ± 0.082 % 90.635 ± 0.090 % 408 2.9352 ± 0.0191 0.06294 ± 0.00188 0.10389 ± 0.00091 12.896 ± 0.082 % 90.655 ± 0.090 % 409 2.9304 ± 0.0190 0.06318 ± 0.00188 0.10404 ± 0.00091 12.917 ± 0.082 % 90.657 ± 0.090 % 410 2.9244 ± 0.0189 0.06330 ± 0.00188 0.10396 ± 0.00091 12.916 ± 0.082 % 90.669 ± 0.090 % 411 2.9187 ± 0.0189 0.06328 ± 0.00187 0.10392 ± 0.00091 12.918 ± 0.082 % 90.681 ± 0.090 % 412 2.9148 ± 0.0188 0.06336 ± 0.00187 0.10390 ± 0.00091 12.914 ± 0.082 % 90.694 ± 0.090 % 413 2.9107 ± 0.0188 0.06334 ± 0.00187 0.10377 ± 0.00091 12.908 ± 0.082 % 90.708 ± 0.089 % 414 2.9087 ± 0.0187 0.06321 ± 0.00187 0.10378 ± 0.00091 12.907 ± 0.082 % 90.715 ± 0.089 % 415 2.9066 ± 0.0187 0.06355 ± 0.00187 0.10384 ± 0.00090 12.916 ± 0.082 % 90.721 ± 0.089 % 416 2.9043 ± 0.0187 0.06364 ± 0.00186 0.10396 ± 0.00090 12.926 ± 0.081 % 90.723 ± 0.089 % 417 2.8988 ± 0.0186 0.06358 ± 0.00186 0.10391 ± 0.00090 12.929 ± 0.081 % 90.731 ± 0.089 % 418 2.8932 ± 0.0185 0.06364 ± 0.00186 0.10390 ± 0.00090 12.930 ± 0.081 % 90.745 ± 0.089 % 419 2.8985 ± 0.0185 0.06360 ± 0.00186 0.10393 ± 0.00090 12.926 ± 0.081 % 90.743 ± 0.089 % 420 2.8936 ± 0.0185 0.06361 ± 0.00185 0.10380 ± 0.00090 12.920 ± 0.081 % 90.754 ± 0.089 % 421 2.8914 ± 0.0184 0.06377 ± 0.00185 0.10383 ± 0.00090 12.924 ± 0.081 % 90.752 ± 0.088 % 422 2.8931 ± 0.0184 0.06369 ± 0.00185 0.10374 ± 0.00090 12.918 ± 0.081 % 90.756 ± 0.088 % 423 2.8897 ± 0.0184 0.06361 ± 0.00185 0.10364 ± 0.00090 12.914 ± 0.081 % 90.762 ± 0.088 % 424 2.8852 ± 0.0183 0.06371 ± 0.00184 0.10360 ± 0.00090 12.919 ± 0.081 % 90.771 ± 0.088 % 425 2.8812 ± 0.0183 0.06380 ± 0.00184 0.10361 ± 0.00089 12.924 ± 0.081 % 90.776 ± 0.088 % 426 2.8791 ± 0.0182 0.06390 ± 0.00184 0.10361 ± 0.00089 12.927 ± 0.081 % 90.782 ± 0.088 % 427 2.8773 ± 0.0182 0.06404 ± 0.00184 0.10357 ± 0.00089 12.927 ± 0.080 % 90.787 ± 0.088 % 428 2.8741 ± 0.0181 0.06413 ± 0.00184 0.10360 ± 0.00089 12.932 ± 0.080 % 90.786 ± 0.088 % 429 2.8693 ± 0.0181 0.06401 ± 0.00183 0.10361 ± 0.00089 12.938 ± 0.080 % 90.795 ± 0.087 % 430 2.8651 ± 0.0180 0.06400 ± 0.00183 0.10356 ± 0.00089 12.938 ± 0.080 % 90.803 ± 0.087 % 431 2.8657 ± 0.0180 0.06390 ± 0.00183 0.10349 ± 0.00089 12.933 ± 0.080 % 90.804 ± 0.087 % 432 2.8616 ± 0.0180 0.06392 ± 0.00182 0.10344 ± 0.00089 12.932 ± 0.080 % 90.811 ± 0.087 % 433 2.8569 ± 0.0179 0.06383 ± 0.00182 0.10338 ± 0.00089 12.933 ± 0.080 % 90.822 ± 0.087 % 434 2.8533 ± 0.0178 0.06390 ± 0.00182 0.10338 ± 0.00089 12.939 ± 0.080 % 90.825 ± 0.087 % 435 2.8493 ± 0.0178 0.06385 ± 0.00182 0.10327 ± 0.00089 12.934 ± 0.080 % 90.837 ± 0.087 % 436 2.8440 ± 0.0177 0.06388 ± 0.00182 0.10318 ± 0.00088 12.934 ± 0.080 % 90.849 ± 0.086 % 437 2.8383 ± 0.0176 0.06391 ± 0.00181 0.10322 ± 0.00089 12.943 ± 0.080 % 90.859 ± 0.086 % 438 2.8339 ± 0.0176 0.06405 ± 0.00181 0.10331 ± 0.00089 12.957 ± 0.080 % 90.862 ± 0.086 % 439 2.8331 ± 0.0176 0.06402 ± 0.00181 0.10333 ± 0.00089 12.963 ± 0.080 % 90.864 ± 0.086 % 440 2.8298 ± 0.0175 0.06410 ± 0.00181 0.10332 ± 0.00088 12.964 ± 0.080 % 90.871 ± 0.086 % 441 2.8279 ± 0.0175 0.06408 ± 0.00181 0.10342 ± 0.00088 12.978 ± 0.080 % 90.869 ± 0.086 % 442 2.8235 ± 0.0174 0.06412 ± 0.00180 0.10337 ± 0.00088 12.975 ± 0.079 % 90.880 ± 0.086 % 443 2.8290 ± 0.0174 0.06398 ± 0.00180 0.10324 ± 0.00088 12.963 ± 0.079 % 90.881 ± 0.086 % 444 2.8368 ± 0.0175 0.06401 ± 0.00180 0.10316 ± 0.00088 12.951 ± 0.079 % 90.875 ± 0.086 % 445 2.8344 ± 0.0175 0.06395 ± 0.00180 0.10304 ± 0.00088 12.944 ± 0.079 % 90.885 ± 0.085 % 446 2.8337 ± 0.0174 0.06388 ± 0.00179 0.10302 ± 0.00088 12.942 ± 0.079 % 90.885 ± 0.085 % 447 2.8354 ± 0.0174 0.06368 ± 0.00179 0.10299 ± 0.00087 12.938 ± 0.079 % 90.876 ± 0.085 % 448 2.8374 ± 0.0174 0.06360 ± 0.00179 0.10297 ± 0.00087 12.936 ± 0.079 % 90.872 ± 0.085 % 449 2.8440 ± 0.0175 0.06353 ± 0.00179 0.10291 ± 0.00087 12.927 ± 0.079 % 90.858 ± 0.085 % 450 2.8458 ± 0.0175 0.06352 ± 0.00178 0.10284 ± 0.00087 12.922 ± 0.079 % 90.856 ± 0.085 % 451 2.8481 ± 0.0175 0.06346 ± 0.00178 0.10276 ± 0.00087 12.915 ± 0.079 % 90.860 ± 0.085 % 452 2.8526 ± 0.0175 0.06349 ± 0.00178 0.10268 ± 0.00087 12.907 ± 0.078 % 90.852 ± 0.085 % 453 2.8604 ± 0.0175 0.06339 ± 0.00178 0.10258 ± 0.00086 12.895 ± 0.078 % 90.842 ± 0.085 % 454 2.8659 ± 0.0176 0.06326 ± 0.00177 0.10250 ± 0.00086 12.887 ± 0.078 % 90.834 ± 0.085 % 455 2.8686 ± 0.0176 0.06310 ± 0.00177 0.10241 ± 0.00086 12.878 ± 0.078 % 90.836 ± 0.085 % 456 2.8740 ± 0.0176 0.06296 ± 0.00177 0.10231 ± 0.00086 12.867 ± 0.078 % 90.838 ± 0.085 % 457 2.8724 ± 0.0175 0.06296 ± 0.00177 0.10231 ± 0.00086 12.866 ± 0.078 % 90.839 ± 0.085 % 458 2.8760 ± 0.0176 0.06282 ± 0.00176 0.10221 ± 0.00086 12.856 ± 0.078 % 90.843 ± 0.084 % 459 2.8782 ± 0.0176 0.06268 ± 0.00176 0.10205 ± 0.00085 12.845 ± 0.078 % 90.850 ± 0.084 % 460 2.8846 ± 0.0176 0.06255 ± 0.00176 0.10198 ± 0.00085 12.834 ± 0.078 % 90.841 ± 0.084 % 461 2.8906 ± 0.0176 0.06243 ± 0.00175 0.10189 ± 0.00085 12.822 ± 0.078 % 90.835 ± 0.084 % 462 2.8941 ± 0.0176 0.06233 ± 0.00175 0.10177 ± 0.00085 12.813 ± 0.077 % 90.834 ± 0.084 % 463 2.8944 ± 0.0176 0.06226 ± 0.00175 0.10178 ± 0.00085 12.814 ± 0.077 % 90.834 ± 0.084 % 464 2.8930 ± 0.0176 0.06229 ± 0.00175 0.10184 ± 0.00085 12.817 ± 0.077 % 90.838 ± 0.084 % 465 2.8932 ± 0.0176 0.06250 ± 0.00175 0.10194 ± 0.00085 12.823 ± 0.077 % 90.833 ± 0.084 % 466 2.8991 ± 0.0176 0.06248 ± 0.00175 0.10192 ± 0.00085 12.817 ± 0.077 % 90.831 ± 0.084 % 467 2.8985 ± 0.0176 0.06250 ± 0.00174 0.10187 ± 0.00084 12.812 ± 0.077 % 90.833 ± 0.084 % 468 2.8954 ± 0.0176 0.06247 ± 0.00174 0.10188 ± 0.00084 12.814 ± 0.077 % 90.837 ± 0.084 % 469 2.9011 ± 0.0176 0.06235 ± 0.00174 0.10182 ± 0.00084 12.805 ± 0.077 % 90.828 ± 0.083 % 470 2.9029 ± 0.0176 0.06224 ± 0.00174 0.10177 ± 0.00084 12.799 ± 0.077 % 90.827 ± 0.083 % 471 2.9055 ± 0.0176 0.06211 ± 0.00174 0.10171 ± 0.00084 12.791 ± 0.077 % 90.823 ± 0.083 % 472 2.9090 ± 0.0176 0.06207 ± 0.00173 0.10161 ± 0.00084 12.782 ± 0.077 % 90.822 ± 0.083 % 473 2.9103 ± 0.0176 0.06195 ± 0.00173 0.10152 ± 0.00084 12.774 ± 0.076 % 90.824 ± 0.083 % 474 2.9117 ± 0.0176 0.06178 ± 0.00173 0.10139 ± 0.00083 12.764 ± 0.076 % 90.820 ± 0.083 % 475 2.9135 ± 0.0176 0.06165 ± 0.00172 0.10132 ± 0.00083 12.757 ± 0.076 % 90.824 ± 0.083 % 476 2.9163 ± 0.0176 0.06151 ± 0.00172 0.10121 ± 0.00083 12.749 ± 0.076 % 90.823 ± 0.083 % 477 2.9195 ± 0.0176 0.06142 ± 0.00172 0.10109 ± 0.00083 12.738 ± 0.076 % 90.827 ± 0.083 % 478 2.9217 ± 0.0176 0.06127 ± 0.00172 0.10101 ± 0.00083 12.731 ± 0.076 % 90.827 ± 0.083 % 479 2.9241 ± 0.0176 0.06110 ± 0.00171 0.10090 ± 0.00083 12.721 ± 0.076 % 90.835 ± 0.083 % 480 2.9260 ± 0.0176 0.06089 ± 0.00171 0.10084 ± 0.00083 12.712 ± 0.076 % 90.833 ± 0.082 % 481 2.9298 ± 0.0176 0.06094 ± 0.00171 0.10076 ± 0.00082 12.704 ± 0.076 % 90.834 ± 0.082 % 482 2.9320 ± 0.0176 0.06080 ± 0.00171 0.10068 ± 0.00082 12.696 ± 0.076 % 90.837 ± 0.082 % 483 2.9350 ± 0.0176 0.06069 ± 0.00170 0.10060 ± 0.00082 12.686 ± 0.075 % 90.840 ± 0.082 % 484 2.9318 ± 0.0176 0.06068 ± 0.00170 0.10050 ± 0.00082 12.681 ± 0.075 % 90.851 ± 0.082 % 485 2.9363 ± 0.0176 0.06057 ± 0.00170 0.10041 ± 0.00082 12.672 ± 0.075 % 90.854 ± 0.082 % 486 2.9380 ± 0.0176 0.06039 ± 0.00170 0.10034 ± 0.00082 12.665 ± 0.075 % 90.860 ± 0.082 % 487 2.9444 ± 0.0176 0.06031 ± 0.00169 0.10024 ± 0.00082 12.656 ± 0.075 % 90.862 ± 0.082 % 488 2.9494 ± 0.0176 0.06024 ± 0.00169 0.10017 ± 0.00081 12.647 ± 0.075 % 90.861 ± 0.082 % 489 2.9547 ± 0.0177 0.06009 ± 0.00169 0.10006 ± 0.00081 12.637 ± 0.075 % 90.869 ± 0.082 % 490 2.9545 ± 0.0177 0.06017 ± 0.00169 0.10005 ± 0.00081 12.635 ± 0.075 % 90.870 ± 0.081 % 491 2.9599 ± 0.0177 0.06006 ± 0.00168 0.09995 ± 0.00081 12.625 ± 0.075 % 90.870 ± 0.081 % 492 2.9646 ± 0.0177 0.05998 ± 0.00168 0.09986 ± 0.00081 12.615 ± 0.075 % 90.867 ± 0.081 % 493 2.9681 ± 0.0177 0.05977 ± 0.00168 0.09977 ± 0.00081 12.608 ± 0.075 % 90.867 ± 0.081 % 494 2.9726 ± 0.0177 0.05957 ± 0.00168 0.09972 ± 0.00081 12.600 ± 0.075 % 90.872 ± 0.081 % 495 2.9783 ± 0.0178 0.05939 ± 0.00168 0.09965 ± 0.00080 12.591 ± 0.074 % 90.867 ± 0.081 % 496 2.9781 ± 0.0177 0.05935 ± 0.00167 0.09964 ± 0.00080 12.590 ± 0.074 % 90.863 ± 0.081 % 497 2.9796 ± 0.0177 0.05930 ± 0.00167 0.09960 ± 0.00080 12.587 ± 0.074 % 90.859 ± 0.081 % 498 2.9816 ± 0.0177 0.05924 ± 0.00167 0.09952 ± 0.00080 12.579 ± 0.074 % 90.862 ± 0.081 % 499 2.9838 ± 0.0177 0.05912 ± 0.00167 0.09944 ± 0.00080 12.571 ± 0.074 % 90.863 ± 0.081 % 500 2.9872 ± 0.0177 0.05909 ± 0.00166 0.09935 ± 0.00080 12.561 ± 0.074 % 90.856 ± 0.081 % 501 2.9881 ± 0.0177 0.05901 ± 0.00166 0.09929 ± 0.00080 12.555 ± 0.074 % 90.855 ± 0.081 % 502 2.9898 ± 0.0177 0.05891 ± 0.00166 0.09922 ± 0.00079 12.547 ± 0.074 % 90.848 ± 0.081 % 503 2.9953 ± 0.0177 0.05887 ± 0.00166 0.09913 ± 0.00079 12.539 ± 0.074 % 90.849 ± 0.081 % 504 3.0009 ± 0.0178 0.05875 ± 0.00165 0.09903 ± 0.00079 12.529 ± 0.074 % 90.847 ± 0.080 % 505 3.0016 ± 0.0178 0.05867 ± 0.00165 0.09897 ± 0.00079 12.522 ± 0.074 % 90.847 ± 0.080 % 506 3.0017 ± 0.0177 0.05861 ± 0.00165 0.09885 ± 0.00079 12.513 ± 0.073 % 90.849 ± 0.080 % 507 3.0036 ± 0.0177 0.05861 ± 0.00165 0.09885 ± 0.00079 12.513 ± 0.073 % 90.847 ± 0.080 % 508 3.0070 ± 0.0178 0.05852 ± 0.00165 0.09877 ± 0.00079 12.504 ± 0.073 % 90.847 ± 0.080 % 509 3.0129 ± 0.0178 0.05838 ± 0.00165 0.09874 ± 0.00079 12.498 ± 0.073 % 90.839 ± 0.080 % 510 3.0159 ± 0.0178 0.05833 ± 0.00164 0.09865 ± 0.00078 12.490 ± 0.073 % 90.843 ± 0.080 % 511 3.0208 ± 0.0178 0.05830 ± 0.00164 0.09857 ± 0.00078 12.482 ± 0.073 % 90.838 ± 0.080 % 512 3.0145 ± 0.0178 0.05820 ± 0.00164 0.09844 ± 0.00078 12.475 ± 0.073 % 90.852 ± 0.080 % 513 3.0104 ± 0.0177 0.05842 ± 0.00164 0.09857 ± 0.00078 12.491 ± 0.073 % 90.853 ± 0.080 % 514 3.0057 ± 0.0176 0.05857 ± 0.00164 0.09857 ± 0.00078 12.497 ± 0.073 % 90.860 ± 0.080 % 515 3.0024 ± 0.0176 0.05864 ± 0.00163 0.09860 ± 0.00078 12.504 ± 0.073 % 90.860 ± 0.080 % 516 2.9995 ± 0.0176 0.05868 ± 0.00163 0.09867 ± 0.00078 12.513 ± 0.073 % 90.859 ± 0.079 % 517 2.9975 ± 0.0175 0.05880 ± 0.00163 0.09869 ± 0.00078 12.516 ± 0.073 % 90.859 ± 0.079 % 518 2.9939 ± 0.0175 0.05888 ± 0.00163 0.09872 ± 0.00078 12.522 ± 0.073 % 90.864 ± 0.079 % 519 2.9893 ± 0.0174 0.05894 ± 0.00163 0.09869 ± 0.00078 12.524 ± 0.073 % 90.872 ± 0.079 % 520 2.9876 ± 0.0174 0.05881 ± 0.00163 0.09867 ± 0.00078 12.523 ± 0.073 % 90.874 ± 0.079 % 521 2.9852 ± 0.0174 0.05898 ± 0.00163 0.09878 ± 0.00078 12.537 ± 0.073 % 90.873 ± 0.079 % 522 2.9807 ± 0.0173 0.05898 ± 0.00162 0.09877 ± 0.00078 12.544 ± 0.073 % 90.880 ± 0.079 % 523 2.9784 ± 0.0173 0.05931 ± 0.00163 0.09894 ± 0.00078 12.556 ± 0.073 % 90.880 ± 0.079 % 524 2.9809 ± 0.0173 0.05915 ± 0.00162 0.09894 ± 0.00078 12.552 ± 0.072 % 90.883 ± 0.079 % 525 2.9778 ± 0.0172 0.05900 ± 0.00162 0.09886 ± 0.00078 12.549 ± 0.072 % 90.889 ± 0.079 % 526 2.9747 ± 0.0172 0.05913 ± 0.00162 0.09893 ± 0.00078 12.558 ± 0.072 % 90.891 ± 0.079 % 527 2.9748 ± 0.0172 0.05926 ± 0.00162 0.09895 ± 0.00078 12.561 ± 0.072 % 90.893 ± 0.078 % 528 2.9728 ± 0.0172 0.05936 ± 0.00162 0.09904 ± 0.00077 12.573 ± 0.072 % 90.888 ± 0.078 % 529 2.9689 ± 0.0171 0.05934 ± 0.00162 0.09899 ± 0.00077 12.576 ± 0.072 % 90.897 ± 0.078 % 530 2.9656 ± 0.0171 0.05933 ± 0.00161 0.09894 ± 0.00077 12.576 ± 0.072 % 90.900 ± 0.078 % 531 2.9624 ± 0.0170 0.05922 ± 0.00161 0.09891 ± 0.00077 12.578 ± 0.072 % 90.907 ± 0.078 % 532 2.9618 ± 0.0170 0.05921 ± 0.00161 0.09901 ± 0.00077 12.590 ± 0.072 % 90.897 ± 0.078 % 533 2.9596 ± 0.0170 0.05926 ± 0.00161 0.09901 ± 0.00077 12.589 ± 0.072 % 90.899 ± 0.078 % 534 2.9584 ± 0.0170 0.05924 ± 0.00161 0.09895 ± 0.00077 12.584 ± 0.072 % 90.902 ± 0.078 % 535 2.9556 ± 0.0169 0.05913 ± 0.00161 0.09889 ± 0.00077 12.577 ± 0.072 % 90.909 ± 0.078 % 536 2.9536 ± 0.0169 0.05910 ± 0.00160 0.09886 ± 0.00077 12.572 ± 0.072 % 90.916 ± 0.078 % 537 2.9486 ± 0.0168 0.05917 ± 0.00160 0.09884 ± 0.00077 12.573 ± 0.072 % 90.926 ± 0.078 % 538 2.9448 ± 0.0168 0.05930 ± 0.00160 0.09895 ± 0.00077 12.584 ± 0.072 % 90.926 ± 0.078 % 539 2.9409 ± 0.0167 0.05929 ± 0.00160 0.09894 ± 0.00077 12.588 ± 0.072 % 90.935 ± 0.077 % 540 2.9405 ± 0.0167 0.05926 ± 0.00160 0.09904 ± 0.00077 12.595 ± 0.071 % 90.927 ± 0.077 % 541 2.9411 ± 0.0167 0.05945 ± 0.00160 0.09917 ± 0.00077 12.602 ± 0.071 % 90.915 ± 0.077 % 542 2.9391 ± 0.0167 0.05963 ± 0.00160 0.09929 ± 0.00077 12.617 ± 0.071 % 90.908 ± 0.077 % 543 2.9376 ± 0.0166 0.05967 ± 0.00160 0.09946 ± 0.00077 12.630 ± 0.071 % 90.905 ± 0.077 % 544 2.9375 ± 0.0166 0.05981 ± 0.00160 0.09963 ± 0.00077 12.641 ± 0.071 % 90.895 ± 0.077 % 545 2.9352 ± 0.0166 0.05984 ± 0.00160 0.09970 ± 0.00077 12.643 ± 0.071 % 90.895 ± 0.077 % 546 2.9353 ± 0.0166 0.05993 ± 0.00159 0.09976 ± 0.00077 12.646 ± 0.071 % 90.893 ± 0.077 % 547 2.9328 ± 0.0165 0.06014 ± 0.00160 0.09995 ± 0.00077 12.662 ± 0.071 % 90.892 ± 0.077 % 548 2.9305 ± 0.0165 0.06032 ± 0.00159 0.09998 ± 0.00077 12.666 ± 0.071 % 90.889 ± 0.077 % 549 2.9271 ± 0.0165 0.06020 ± 0.00159 0.09990 ± 0.00077 12.664 ± 0.071 % 90.897 ± 0.077 % 550 2.9222 ± 0.0164 0.06010 ± 0.00159 0.09976 ± 0.00076 12.656 ± 0.071 % 90.913 ± 0.077 % 551 2.9168 ± 0.0164 0.06003 ± 0.00159 0.09963 ± 0.00076 12.649 ± 0.071 % 90.924 ± 0.077 % 552 2.9125 ± 0.0163 0.06002 ± 0.00158 0.09952 ± 0.00076 12.643 ± 0.071 % 90.936 ± 0.077 % 553 2.9078 ± 0.0163 0.05995 ± 0.00158 0.09945 ± 0.00076 12.639 ± 0.071 % 90.948 ± 0.076 % 554 2.9038 ± 0.0162 0.06001 ± 0.00158 0.09947 ± 0.00076 12.639 ± 0.071 % 90.952 ± 0.076 % 555 2.8989 ± 0.0162 0.05993 ± 0.00158 0.09943 ± 0.00076 12.642 ± 0.071 % 90.961 ± 0.076 % 556 2.8951 ± 0.0161 0.05994 ± 0.00158 0.09940 ± 0.00076 12.643 ± 0.070 % 90.971 ± 0.076 % 557 2.8905 ± 0.0161 0.05994 ± 0.00158 0.09936 ± 0.00076 12.645 ± 0.070 % 90.980 ± 0.076 % 558 2.8904 ± 0.0161 0.05994 ± 0.00157 0.09935 ± 0.00076 12.643 ± 0.070 % 90.980 ± 0.076 % 559 2.8873 ± 0.0160 0.05988 ± 0.00157 0.09941 ± 0.00076 12.655 ± 0.070 % 90.983 ± 0.076 % 560 2.8863 ± 0.0160 0.06004 ± 0.00157 0.09946 ± 0.00076 12.657 ± 0.070 % 90.981 ± 0.076 % 561 2.8871 ± 0.0160 0.06011 ± 0.00157 0.09951 ± 0.00076 12.661 ± 0.070 % 90.975 ± 0.076 % 562 2.8884 ± 0.0160 0.06026 ± 0.00157 0.09961 ± 0.00076 12.667 ± 0.070 % 90.969 ± 0.076 % 563 2.8925 ± 0.0160 0.06037 ± 0.00157 0.09969 ± 0.00076 12.667 ± 0.070 % 90.964 ± 0.076 % 564 2.8950 ± 0.0160 0.06042 ± 0.00157 0.09981 ± 0.00075 12.667 ± 0.070 % 90.954 ± 0.076 % 565 2.8927 ± 0.0160 0.06042 ± 0.00157 0.09982 ± 0.00075 12.667 ± 0.070 % 90.958 ± 0.076 % ====== Perplexity statistics ====== Mean PPL(Q) : 2.892748 ± 0.015981 Mean PPL(base) : 2.723132 ± 0.014900 Cor(ln(PPL(Q)), ln(PPL(base))): 95.94% Mean ln(PPL(Q)/PPL(base)) : 0.060424 ± 0.001568 Mean PPL(Q)/PPL(base) : 1.062287 ± 0.001665 Mean PPL(Q)-PPL(base) : 0.169615 ± 0.004528 ====== KL divergence statistics ====== Mean KLD: 0.099818 ± 0.000754 Maximum KLD: 8.413041 99.9% KLD: 3.231633 99.0% KLD: 1.391727 95.0% KLD: 0.484126 90.0% KLD: 0.248516 Median KLD: 0.009711 10.0% KLD: 0.000025 5.0% KLD: 0.000006 1.0% KLD: 0.000000 0.1% KLD: -0.000002 Minimum KLD: -0.000008 ====== Token probability statistics ====== Mean Δp: -2.162 ± 0.033 % Maximum Δp: 97.589% 99.9% Δp: 66.862% 99.0% Δp: 30.619% 95.0% Δp: 9.332% 90.0% Δp: 3.375% 75.0% Δp: 0.050% Median Δp: -0.017% 25.0% Δp: -1.559% 10.0% Δp: -10.711% 5.0% Δp: -22.537% 1.0% Δp: -56.896% 0.1% Δp: -86.770% Minimum Δp: -99.825% RMS Δp : 12.667 ± 0.070 % Same top p: 90.958 ± 0.076 % llama_perf_context_print: load time = 127663.30 ms llama_perf_context_print: prompt eval time = 203793.77 ms / 289280 tokens ( 0.70 ms per token, 1419.47 tokens per second) llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) llama_perf_context_print: total time = 231708.33 ms / 289281 tokens llama_perf_context_print: graphs reused = 34 common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 49923 + (46188 = 41655 + 108 + 4424) + 1137 | common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 42011 + (54098 = 49423 + 99 + 4576) + 1139 | common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 37509 + (58600 = 53916 + 108 + 4576) + 1139 | common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 42011 + (54098 = 49423 + 99 + 4576) + 1139 | common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 37509 + (58600 = 53916 + 108 + 4576) + 1139 | common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 42011 + (54098 = 49423 + 99 + 4576) + 1139 | common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 48411 + (47698 = 41401 + 81 + 6216) + 1139 | common_memory_breakdown_print: | - Host | 1412 = 964 + 0 + 448 | ```