Qwen3.6-35B-A3B-IQ3_S (aes_sedai)
/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/Qwen3.6-35B-A3B-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/Qwen3.6-35B-A3B-GGUF/aes_sedai/Qwen3.6-35B-A3B-IQ3_S.gguf
ggml_cuda_init: found 8 CUDA devices (Total VRAM: 778000 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
Device 7: 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
llama_params_fit_impl: projected memory use with initial parameters [MiB]:
llama_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3426 used, 93093 free vs. target of 1024
llama_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3303 used, 93250 free vs. target of 1024
llama_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3280 used, 93305 free vs. target of 1024
llama_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3303 used, 93250 free vs. target of 1024
llama_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3303 used, 93250 free vs. target of 1024
llama_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3303 used, 93250 free vs. target of 1024
llama_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 3280 used, 93305 free vs. target of 1024
llama_params_fit_impl: - CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 10226 used, 86359 free vs. target of 1024
llama_params_fit_impl: projected to use 33427 MiB of device memory vs. 772493 MiB of free device memory
llama_params_fit_impl: targets for free memory can be met on all devices, no changes needed
llama_params_fit: successfully fit params to free device memory
llama_params_fit: fitting params to free memory took 1.25 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) (0000:04:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96687 MiB free
llama_model_loader: loaded meta data with 52 key-value pairs and 733 tensors from /mnt/srv/snowdrift/gguf/Qwen3.6-35B-A3B-GGUF/aes_sedai/Qwen3.6-35B-A3B-IQ3_S.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 = qwen35moe
llama_model_loader: - kv 1: general.type str = model
llama_model_loader: - kv 2: general.sampling.top_k i32 = 20
llama_model_loader: - kv 3: general.sampling.top_p f32 = 0.950000
llama_model_loader: - kv 4: general.sampling.temp f32 = 1.000000
llama_model_loader: - kv 5: general.name str = Qwen3.6 35B A3B
llama_model_loader: - kv 6: general.basename str = Qwen3.6
llama_model_loader: - kv 7: general.size_label str = 35B-A3B
llama_model_loader: - kv 8: general.license str = apache-2.0
llama_model_loader: - kv 9: general.license.link str = https://huggingface.co/Qwen/Qwen3.6-3...
llama_model_loader: - kv 10: general.tags arr[str,1] = ["image-text-to-text"]
llama_model_loader: - kv 11: qwen35moe.block_count u32 = 40
llama_model_loader: - kv 12: qwen35moe.context_length u32 = 262144
llama_model_loader: - kv 13: qwen35moe.embedding_length u32 = 2048
llama_model_loader: - kv 14: qwen35moe.attention.head_count u32 = 16
llama_model_loader: - kv 15: qwen35moe.attention.head_count_kv u32 = 2
llama_model_loader: - kv 16: qwen35moe.rope.dimension_sections arr[i32,4] = [11, 11, 10, 0]
llama_model_loader: - kv 17: qwen35moe.rope.freq_base f32 = 10000000.000000
llama_model_loader: - kv 18: qwen35moe.attention.layer_norm_rms_epsilon f32 = 0.000001
llama_model_loader: - kv 19: qwen35moe.expert_count u32 = 256
llama_model_loader: - kv 20: qwen35moe.expert_used_count u32 = 8
llama_model_loader: - kv 21: qwen35moe.attention.key_length u32 = 256
llama_model_loader: - kv 22: qwen35moe.attention.value_length u32 = 256
llama_model_loader: - kv 23: qwen35moe.expert_feed_forward_length u32 = 512
llama_model_loader: - kv 24: qwen35moe.expert_shared_feed_forward_length u32 = 512
llama_model_loader: - kv 25: qwen35moe.ssm.conv_kernel u32 = 4
llama_model_loader: - kv 26: qwen35moe.ssm.state_size u32 = 128
llama_model_loader: - kv 27: qwen35moe.ssm.group_count u32 = 16
llama_model_loader: - kv 28: qwen35moe.ssm.time_step_rank u32 = 32
llama_model_loader: - kv 29: qwen35moe.ssm.inner_size u32 = 4096
llama_model_loader: - kv 30: qwen35moe.full_attention_interval u32 = 4
llama_model_loader: - kv 31: qwen35moe.rope.dimension_count u32 = 64
llama_model_loader: - kv 32: tokenizer.ggml.model str = gpt2
llama_model_loader: - kv 33: tokenizer.ggml.pre str = qwen35
llama_model_loader: - kv 34: tokenizer.ggml.tokens arr[str,248320] = ["!", "\"", "#", "$", "%", "&", "'", ...
llama_model_loader: - kv 35: tokenizer.ggml.token_type arr[i32,248320] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
llama_model_loader: - kv 36: tokenizer.ggml.merges arr[str,247587] = ["Ġ Ġ", "ĠĠ ĠĠ", "i n", "Ġ t",...
llama_model_loader: - kv 37: tokenizer.ggml.eos_token_id u32 = 248046
llama_model_loader: - kv 38: tokenizer.ggml.padding_token_id u32 = 248044
llama_model_loader: - kv 39: tokenizer.ggml.bos_token_id u32 = 248044
llama_model_loader: - kv 40: tokenizer.ggml.add_bos_token bool = false
llama_model_loader: - kv 41: tokenizer.chat_template str = {%- set image_count = namespace(value...
llama_model_loader: - kv 42: general.quantization_version u32 = 2
llama_model_loader: - kv 43: general.file_type u32 = 18
llama_model_loader: - kv 44: MoE_Quantization.ffn_up_exps str = IQ2_S
llama_model_loader: - kv 45: MoE_Quantization.ffn_gate_exps str = IQ2_S
llama_model_loader: - kv 46: MoE_Quantization.ffn_down_exps str = IQ3_S
llama_model_loader: - kv 47: MoE_Quantization.type_default str = Q6_K
llama_model_loader: - kv 48: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/Qwen3.6-35B-A...
llama_model_loader: - kv 49: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/combined_...
llama_model_loader: - kv 50: quantize.imatrix.entries_count u32 = 510
llama_model_loader: - kv 51: quantize.imatrix.chunks_count u32 = 148
llama_model_loader: - type f32: 331 tensors
llama_model_loader: - type q6_K: 282 tensors
llama_model_loader: - type iq3_s: 40 tensors
llama_model_loader: - type iq2_s: 80 tensors
print_info: file format = GGUF V3 (latest)
print_info: file type = Q6_K
print_info: file size = 12.65 GiB (3.13 BPW)
load: 0 unused tokens
load: printing all EOG tokens:
load: - 248044 ('<|endoftext|>')
load: - 248046 ('<|im_end|>')
load: - 248063 ('<|fim_pad|>')
load: - 248064 ('<|repo_name|>')
load: - 248065 ('<|file_sep|>')
load: special tokens cache size = 33
load: token to piece cache size = 1.7581 MB
print_info: arch = qwen35moe
print_info: vocab_only = 0
print_info: no_alloc = 0
print_info: n_ctx_train = 262144
print_info: n_embd = 2048
print_info: n_embd_inp = 2048
print_info: n_layer = 40
print_info: n_head = 16
print_info: n_head_kv = 2
print_info: n_rot = 64
print_info: n_swa = 0
print_info: is_swa_any = 0
print_info: n_embd_head_k = 256
print_info: n_embd_head_v = 256
print_info: n_gqa = 8
print_info: n_embd_k_gqa = 512
print_info: n_embd_v_gqa = 512
print_info: f_norm_eps = 0.0e+00
print_info: f_norm_rms_eps = 1.0e-06
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: n_ff = 0
print_info: n_expert = 256
print_info: n_expert_used = 8
print_info: n_expert_groups = 0
print_info: n_group_used = 0
print_info: causal attn = 1
print_info: pooling type = -1
print_info: rope type = 40
print_info: rope scaling = linear
print_info: freq_base_train = 10000000.0
print_info: freq_scale_train = 1
print_info: n_ctx_orig_yarn = 262144
print_info: rope_yarn_log_mul = 0.0000
print_info: rope_finetuned = unknown
print_info: mrope sections = [11, 11, 10, 0]
print_info: ssm_d_conv = 4
print_info: ssm_d_inner = 4096
print_info: ssm_d_state = 128
print_info: ssm_dt_rank = 32
print_info: ssm_n_group = 16
print_info: ssm_dt_b_c_rms = 0
print_info: model type = 35B.A3B
print_info: model params = 34.66 B
print_info: general.name = Qwen3.6 35B A3B
print_info: vocab type = BPE
print_info: n_vocab = 248320
print_info: n_merges = 247587
print_info: BOS token = 248044 '<|endoftext|>'
print_info: EOS token = 248046 '<|im_end|>'
print_info: EOT token = 248046 '<|im_end|>'
print_info: PAD token = 248044 '<|endoftext|>'
print_info: LF token = 198 'Ċ'
print_info: FIM PRE token = 248060 '<|fim_prefix|>'
print_info: FIM SUF token = 248062 '<|fim_suffix|>'
print_info: FIM MID token = 248061 '<|fim_middle|>'
print_info: FIM PAD token = 248063 '<|fim_pad|>'
print_info: FIM REP token = 248064 '<|repo_name|>'
print_info: FIM SEP token = 248065 '<|file_sep|>'
print_info: EOG token = 248044 '<|endoftext|>'
print_info: EOG token = 248046 '<|im_end|>'
print_info: EOG token = 248063 '<|fim_pad|>'
print_info: EOG token = 248064 '<|repo_name|>'
print_info: EOG token = 248065 '<|file_sep|>'
print_info: max token length = 256
load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false)
load_tensors: offloading output layer to GPU
load_tensors: offloading 39 repeating layers to GPU
load_tensors: offloaded 41/41 layers to GPU
load_tensors: CPU_Mapped model buffer size = 397.85 MiB
load_tensors: CUDA0 model buffer size = 1825.62 MiB
load_tensors: CUDA1 model buffer size = 1520.46 MiB
load_tensors: CUDA2 model buffer size = 1515.11 MiB
load_tensors: CUDA3 model buffer size = 1520.46 MiB
load_tensors: CUDA4 model buffer size = 1520.46 MiB
load_tensors: CUDA5 model buffer size = 1520.46 MiB
load_tensors: CUDA6 model buffer size = 1515.11 MiB
load_tensors: CUDA7 model buffer size = 1613.16 MiB
................................................................................................
common_init_result: added <|endoftext|> logit bias = -inf
common_init_result: added <|im_end|> logit bias = -inf
common_init_result: added <|fim_pad|> logit bias = -inf
common_init_result: added <|repo_name|> logit bias = -inf
common_init_result: added <|file_sep|> 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 = 10000000.0
llama_context: freq_scale = 1
llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
llama_context: CUDA_Host output buffer size = 15.16 MiB
llama_kv_cache: CUDA0 KV buffer size = 16.00 MiB
llama_kv_cache: CUDA1 KV buffer size = 16.00 MiB
llama_kv_cache: CUDA2 KV buffer size = 32.00 MiB
llama_kv_cache: CUDA3 KV buffer size = 16.00 MiB
llama_kv_cache: CUDA4 KV buffer size = 16.00 MiB
llama_kv_cache: CUDA5 KV buffer size = 16.00 MiB
llama_kv_cache: CUDA6 KV buffer size = 32.00 MiB
llama_kv_cache: CUDA7 KV buffer size = 16.00 MiB
llama_kv_cache: size = 160.00 MiB ( 512 cells, 10 layers, 16/16 seqs), K (f16): 80.00 MiB, V (f16): 80.00 MiB
llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 256
llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 256
llama_memory_recurrent: CUDA0 RS buffer size = 167.50 MiB
llama_memory_recurrent: CUDA1 RS buffer size = 134.00 MiB
llama_memory_recurrent: CUDA2 RS buffer size = 100.50 MiB
llama_memory_recurrent: CUDA3 RS buffer size = 134.00 MiB
llama_memory_recurrent: CUDA4 RS buffer size = 134.00 MiB
llama_memory_recurrent: CUDA5 RS buffer size = 134.00 MiB
llama_memory_recurrent: CUDA6 RS buffer size = 100.50 MiB
llama_memory_recurrent: CUDA7 RS buffer size = 100.50 MiB
llama_memory_recurrent: size = 1005.00 MiB ( 16 cells, 40 layers, 16 seqs), R (f32): 45.00 MiB, S (f32): 960.00 MiB
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 = 1417.00 MiB
sched_reserve: CUDA1 compute buffer size = 1377.00 MiB
sched_reserve: CUDA2 compute buffer size = 1377.00 MiB
sched_reserve: CUDA3 compute buffer size = 1377.00 MiB
sched_reserve: CUDA4 compute buffer size = 1377.00 MiB
sched_reserve: CUDA5 compute buffer size = 1377.00 MiB
sched_reserve: CUDA6 compute buffer size = 1377.00 MiB
sched_reserve: CUDA7 compute buffer size = 8241.13 MiB
sched_reserve: CUDA_Host compute buffer size = 193.25 MiB
sched_reserve: graph nodes = 3749
sched_reserve: graph splits = 9
sched_reserve: reserve took 150.48 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 580 chunks, n_ctx=512, batch_size=8192, n_seq=16
kl_divergence: 2.06 seconds per pass - ETA 1.23 minutes
chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
1 4.3149 ± 0.5936 0.05670 ± 0.03328 0.09833 ± 0.02656 11.101 ± 2.257 % 92.549 ± 1.648 %
2 6.3371 ± 0.7494 0.08693 ± 0.02233 0.08280 ± 0.01413 8.731 ± 1.455 % 90.588 ± 1.294 %
3 5.8923 ± 0.5605 0.13238 ± 0.02436 0.14396 ± 0.01600 12.696 ± 1.160 % 87.451 ± 1.199 %
4 5.7642 ± 0.4528 0.11414 ± 0.01981 0.13548 ± 0.01237 12.081 ± 0.955 % 86.765 ± 1.062 %
5 5.8546 ± 0.4014 0.10499 ± 0.01685 0.12495 ± 0.01010 11.515 ± 0.837 % 86.588 ± 0.955 %
6 6.0393 ± 0.3758 0.10303 ± 0.01478 0.12079 ± 0.00876 11.343 ± 0.749 % 86.340 ± 0.878 %
7 6.2829 ± 0.3625 0.09875 ± 0.01347 0.11752 ± 0.00762 10.927 ± 0.672 % 86.106 ± 0.819 %
8 6.8005 ± 0.3755 0.09182 ± 0.01223 0.11084 ± 0.00672 10.504 ± 0.618 % 86.275 ± 0.762 %
9 7.2631 ± 0.3827 0.08441 ± 0.01135 0.10563 ± 0.00610 10.014 ± 0.577 % 86.536 ± 0.713 %
10 7.6726 ± 0.3848 0.08364 ± 0.01057 0.10146 ± 0.00556 9.636 ± 0.541 % 86.510 ± 0.677 %
11 7.6291 ± 0.3619 0.08880 ± 0.01020 0.09954 ± 0.00517 9.478 ± 0.516 % 86.560 ± 0.644 %
12 7.7456 ± 0.3546 0.08799 ± 0.00969 0.09690 ± 0.00479 9.295 ± 0.485 % 86.895 ± 0.610 %
13 8.2135 ± 0.3693 0.09105 ± 0.00919 0.09468 ± 0.00447 9.127 ± 0.462 % 86.938 ± 0.585 %
14 7.7558 ± 0.3323 0.09112 ± 0.00877 0.09325 ± 0.00423 9.034 ± 0.438 % 86.919 ± 0.564 %
15 7.6827 ± 0.3162 0.08736 ± 0.00832 0.09069 ± 0.00399 8.901 ± 0.418 % 86.850 ± 0.547 %
16 7.7062 ± 0.3078 0.08579 ± 0.00796 0.08839 ± 0.00377 8.771 ± 0.400 % 87.083 ± 0.525 %
17 7.2873 ± 0.2794 0.08586 ± 0.00769 0.08567 ± 0.00356 8.680 ± 0.383 % 87.290 ± 0.506 %
18 7.3461 ± 0.2741 0.08554 ± 0.00745 0.08427 ± 0.00338 8.537 ± 0.368 % 87.342 ± 0.491 %
19 7.2636 ± 0.2643 0.08486 ± 0.00739 0.08524 ± 0.00370 8.662 ± 0.374 % 87.451 ± 0.476 %
20 7.1773 ± 0.2530 0.08421 ± 0.00722 0.08586 ± 0.00355 8.633 ± 0.359 % 87.314 ± 0.466 %
21 6.9661 ± 0.2380 0.08079 ± 0.00704 0.08473 ± 0.00341 8.632 ± 0.346 % 87.470 ± 0.452 %
22 6.8940 ± 0.2298 0.07893 ± 0.00682 0.08382 ± 0.00327 8.587 ± 0.337 % 87.611 ± 0.440 %
23 6.6320 ± 0.2146 0.07611 ± 0.00667 0.08464 ± 0.00329 8.675 ± 0.329 % 87.724 ± 0.429 %
24 6.3573 ± 0.1999 0.07628 ± 0.00653 0.08418 ± 0.00325 8.753 ± 0.325 % 87.941 ± 0.416 %
25 6.2266 ± 0.1911 0.07676 ± 0.00641 0.08566 ± 0.00319 8.878 ± 0.314 % 87.906 ± 0.408 %
26 6.0826 ± 0.1816 0.07555 ± 0.00624 0.08553 ± 0.00310 8.861 ± 0.304 % 87.949 ± 0.400 %
27 5.9735 ± 0.1741 0.07390 ± 0.00609 0.08521 ± 0.00300 8.870 ± 0.296 % 87.901 ± 0.393 %
28 5.8907 ± 0.1680 0.07035 ± 0.00594 0.08451 ± 0.00290 8.793 ± 0.289 % 87.941 ± 0.385 %
29 5.9009 ± 0.1655 0.06991 ± 0.00578 0.08350 ± 0.00281 8.708 ± 0.282 % 88.005 ± 0.378 %
30 5.8553 ± 0.1609 0.06803 ± 0.00569 0.08346 ± 0.00275 8.661 ± 0.274 % 88.144 ± 0.370 %
31 5.8191 ± 0.1569 0.06746 ± 0.00558 0.08346 ± 0.00269 8.660 ± 0.272 % 88.134 ± 0.364 %
32 5.8401 ± 0.1557 0.06566 ± 0.00547 0.08371 ± 0.00264 8.647 ± 0.266 % 88.211 ± 0.357 %
33 5.8378 ± 0.1534 0.06699 ± 0.00543 0.08409 ± 0.00258 8.647 ± 0.260 % 88.164 ± 0.352 %
34 5.8951 ± 0.1536 0.06797 ± 0.00535 0.08424 ± 0.00252 8.610 ± 0.254 % 88.120 ± 0.348 %
35 5.9842 ± 0.1538 0.06869 ± 0.00527 0.08469 ± 0.00246 8.576 ± 0.248 % 87.933 ± 0.345 %
36 6.1195 ± 0.1557 0.06945 ± 0.00518 0.08463 ± 0.00240 8.525 ± 0.244 % 87.876 ± 0.341 %
37 6.1919 ± 0.1553 0.06941 ± 0.00515 0.08510 ± 0.00236 8.530 ± 0.242 % 87.716 ± 0.338 %
38 6.1728 ± 0.1525 0.06936 ± 0.00508 0.08460 ± 0.00232 8.471 ± 0.237 % 87.802 ± 0.332 %
39 6.1918 ± 0.1514 0.06865 ± 0.00498 0.08430 ± 0.00229 8.452 ± 0.235 % 87.853 ± 0.328 %
40 6.2311 ± 0.1512 0.06728 ± 0.00491 0.08377 ± 0.00224 8.431 ± 0.231 % 87.882 ± 0.323 %
41 6.2478 ± 0.1499 0.06697 ± 0.00483 0.08340 ± 0.00220 8.400 ± 0.228 % 87.987 ± 0.318 %
42 6.2950 ± 0.1492 0.06633 ± 0.00475 0.08304 ± 0.00215 8.392 ± 0.224 % 88.002 ± 0.314 %
43 6.2912 ± 0.1474 0.06593 ± 0.00471 0.08273 ± 0.00212 8.370 ± 0.220 % 87.998 ± 0.310 %
44 6.2744 ± 0.1450 0.06576 ± 0.00463 0.08229 ± 0.00208 8.346 ± 0.217 % 87.986 ± 0.307 %
45 6.3363 ± 0.1453 0.06571 ± 0.00459 0.08186 ± 0.00204 8.309 ± 0.213 % 88.070 ± 0.303 %
46 6.2997 ± 0.1425 0.06512 ± 0.00453 0.08153 ± 0.00201 8.314 ± 0.209 % 88.107 ± 0.299 %
47 6.4110 ± 0.1443 0.06451 ± 0.00447 0.08131 ± 0.00197 8.293 ± 0.206 % 88.002 ± 0.297 %
48 6.4578 ± 0.1438 0.06349 ± 0.00440 0.08065 ± 0.00193 8.282 ± 0.204 % 88.039 ± 0.293 %
49 6.4184 ± 0.1411 0.06287 ± 0.00433 0.08024 ± 0.00190 8.269 ± 0.201 % 88.075 ± 0.290 %
50 6.4369 ± 0.1401 0.06316 ± 0.00431 0.08133 ± 0.00188 8.330 ± 0.198 % 88.071 ± 0.287 %
51 6.4350 ± 0.1385 0.06377 ± 0.00428 0.08103 ± 0.00185 8.305 ± 0.195 % 88.058 ± 0.284 %
52 6.4806 ± 0.1385 0.06299 ± 0.00424 0.08092 ± 0.00182 8.299 ± 0.193 % 88.084 ± 0.281 %
53 6.5248 ± 0.1380 0.06168 ± 0.00419 0.08033 ± 0.00179 8.239 ± 0.191 % 88.102 ± 0.279 %
54 6.5476 ± 0.1372 0.06179 ± 0.00414 0.08018 ± 0.00177 8.254 ± 0.190 % 88.155 ± 0.275 %
55 6.5559 ± 0.1361 0.06076 ± 0.00409 0.07975 ± 0.00174 8.216 ± 0.188 % 88.164 ± 0.273 %
56 6.5848 ± 0.1357 0.06162 ± 0.00406 0.07948 ± 0.00171 8.200 ± 0.186 % 88.144 ± 0.271 %
57 6.5972 ± 0.1348 0.06189 ± 0.00403 0.07992 ± 0.00171 8.230 ± 0.184 % 88.050 ± 0.269 %
58 6.6034 ± 0.1335 0.06147 ± 0.00398 0.07964 ± 0.00169 8.210 ± 0.182 % 88.066 ± 0.267 %
59 6.6059 ± 0.1323 0.06173 ± 0.00395 0.07971 ± 0.00167 8.219 ± 0.180 % 88.109 ± 0.264 %
60 6.6347 ± 0.1320 0.06116 ± 0.00392 0.07981 ± 0.00165 8.205 ± 0.178 % 88.111 ± 0.262 %
61 6.6664 ± 0.1318 0.06070 ± 0.00390 0.08031 ± 0.00164 8.256 ± 0.176 % 88.094 ± 0.260 %
62 6.7190 ± 0.1318 0.05983 ± 0.00386 0.08004 ± 0.00162 8.220 ± 0.175 % 88.109 ± 0.257 %
63 6.7623 ± 0.1317 0.05889 ± 0.00382 0.07994 ± 0.00159 8.216 ± 0.173 % 88.049 ± 0.256 %
64 6.8070 ± 0.1316 0.05816 ± 0.00378 0.07954 ± 0.00157 8.181 ± 0.171 % 88.076 ± 0.254 %
65 6.8645 ± 0.1318 0.05726 ± 0.00375 0.07933 ± 0.00155 8.141 ± 0.169 % 88.084 ± 0.252 %
66 6.8931 ± 0.1314 0.05726 ± 0.00372 0.07929 ± 0.00153 8.148 ± 0.168 % 88.116 ± 0.249 %
67 6.9629 ± 0.1322 0.05726 ± 0.00371 0.07949 ± 0.00154 8.150 ± 0.168 % 88.136 ± 0.247 %
68 6.9952 ± 0.1320 0.05722 ± 0.00370 0.07947 ± 0.00153 8.144 ± 0.166 % 88.103 ± 0.246 %
69 7.0021 ± 0.1309 0.05619 ± 0.00366 0.07898 ± 0.00150 8.106 ± 0.165 % 88.088 ± 0.244 %
70 6.9695 ± 0.1293 0.05659 ± 0.00363 0.07888 ± 0.00149 8.106 ± 0.163 % 88.073 ± 0.243 %
71 7.0160 ± 0.1293 0.05628 ± 0.00360 0.07877 ± 0.00147 8.079 ± 0.161 % 88.103 ± 0.241 %
72 7.0265 ± 0.1283 0.05558 ± 0.00357 0.07857 ± 0.00145 8.067 ± 0.160 % 88.121 ± 0.239 %
73 7.0585 ± 0.1282 0.05556 ± 0.00355 0.07883 ± 0.00144 8.065 ± 0.158 % 88.106 ± 0.237 %
74 7.0539 ± 0.1273 0.05529 ± 0.00351 0.07847 ± 0.00143 8.051 ± 0.157 % 88.135 ± 0.235 %
75 7.0379 ± 0.1263 0.05479 ± 0.00348 0.07825 ± 0.00142 8.050 ± 0.157 % 88.162 ± 0.234 %
76 7.0319 ± 0.1255 0.05462 ± 0.00345 0.07809 ± 0.00141 8.044 ± 0.157 % 88.194 ± 0.232 %
77 7.0716 ± 0.1257 0.05472 ± 0.00343 0.07803 ± 0.00139 8.016 ± 0.155 % 88.179 ± 0.230 %
78 7.0821 ± 0.1256 0.05454 ± 0.00340 0.07803 ± 0.00138 8.016 ± 0.154 % 88.205 ± 0.229 %
79 6.9909 ± 0.1231 0.05891 ± 0.00346 0.08145 ± 0.00149 8.545 ± 0.169 % 88.181 ± 0.227 %
80 6.9485 ± 0.1214 0.06066 ± 0.00346 0.08348 ± 0.00152 8.674 ± 0.169 % 88.059 ± 0.227 %
81 6.9295 ± 0.1202 0.06124 ± 0.00345 0.08369 ± 0.00151 8.699 ± 0.168 % 88.076 ± 0.225 %
82 6.9426 ± 0.1198 0.06117 ± 0.00344 0.08379 ± 0.00150 8.705 ± 0.167 % 88.058 ± 0.224 %
83 6.9542 ± 0.1192 0.06124 ± 0.00341 0.08367 ± 0.00148 8.681 ± 0.166 % 87.985 ± 0.223 %
84 6.9510 ± 0.1184 0.06117 ± 0.00339 0.08355 ± 0.00147 8.664 ± 0.164 % 88.030 ± 0.222 %
85 6.9707 ± 0.1180 0.06129 ± 0.00336 0.08352 ± 0.00145 8.649 ± 0.163 % 88.018 ± 0.221 %
86 7.0059 ± 0.1181 0.06109 ± 0.00333 0.08324 ± 0.00144 8.618 ± 0.162 % 88.003 ± 0.219 %
87 7.0108 ± 0.1174 0.06122 ± 0.00331 0.08300 ± 0.00142 8.600 ± 0.160 % 87.974 ± 0.218 %
88 7.0163 ± 0.1170 0.06028 ± 0.00328 0.08288 ± 0.00141 8.589 ± 0.159 % 87.946 ± 0.217 %
89 6.9876 ± 0.1158 0.06012 ± 0.00326 0.08277 ± 0.00140 8.602 ± 0.158 % 87.931 ± 0.216 %
90 6.9690 ± 0.1147 0.05942 ± 0.00324 0.08262 ± 0.00139 8.602 ± 0.157 % 87.952 ± 0.215 %
91 6.9681 ± 0.1140 0.05931 ± 0.00322 0.08228 ± 0.00137 8.571 ± 0.156 % 87.951 ± 0.214 %
92 6.9574 ± 0.1131 0.05990 ± 0.00319 0.08212 ± 0.00136 8.572 ± 0.155 % 87.980 ± 0.212 %
93 6.9913 ± 0.1132 0.06067 ± 0.00317 0.08208 ± 0.00135 8.562 ± 0.154 % 87.944 ± 0.211 %
94 7.0036 ± 0.1128 0.06072 ± 0.00315 0.08202 ± 0.00134 8.545 ± 0.153 % 87.914 ± 0.211 %
95 7.0207 ± 0.1125 0.06073 ± 0.00313 0.08180 ± 0.00132 8.518 ± 0.152 % 87.917 ± 0.209 %
96 7.0179 ± 0.1117 0.06086 ± 0.00311 0.08180 ± 0.00132 8.501 ± 0.151 % 87.917 ± 0.208 %
97 7.0018 ± 0.1109 0.06076 ± 0.00309 0.08178 ± 0.00131 8.499 ± 0.151 % 87.924 ± 0.207 %
98 6.9924 ± 0.1100 0.06027 ± 0.00307 0.08165 ± 0.00130 8.474 ± 0.149 % 87.911 ± 0.206 %
99 6.9930 ± 0.1095 0.05963 ± 0.00305 0.08161 ± 0.00129 8.447 ± 0.149 % 87.930 ± 0.205 %
100 7.0192 ± 0.1094 0.05940 ± 0.00303 0.08148 ± 0.00128 8.427 ± 0.147 % 87.922 ± 0.204 %
101 7.0292 ± 0.1091 0.05936 ± 0.00301 0.08126 ± 0.00127 8.412 ± 0.147 % 87.913 ± 0.203 %
102 7.0264 ± 0.1085 0.05913 ± 0.00299 0.08127 ± 0.00127 8.392 ± 0.146 % 87.901 ± 0.202 %
103 7.0200 ± 0.1079 0.05924 ± 0.00298 0.08165 ± 0.00126 8.450 ± 0.146 % 87.908 ± 0.201 %
104 7.0064 ± 0.1071 0.05926 ± 0.00296 0.08181 ± 0.00130 8.450 ± 0.145 % 87.911 ± 0.200 %
105 7.0082 ± 0.1067 0.05932 ± 0.00295 0.08183 ± 0.00129 8.434 ± 0.144 % 87.895 ± 0.199 %
106 7.0292 ± 0.1067 0.05930 ± 0.00293 0.08160 ± 0.00128 8.420 ± 0.143 % 87.913 ± 0.198 %
107 7.0583 ± 0.1067 0.05887 ± 0.00291 0.08145 ± 0.00128 8.405 ± 0.143 % 87.927 ± 0.197 %
108 7.1155 ± 0.1073 0.05919 ± 0.00289 0.08123 ± 0.00126 8.377 ± 0.142 % 87.967 ± 0.196 %
109 7.1111 ± 0.1067 0.05992 ± 0.00288 0.08201 ± 0.00128 8.408 ± 0.142 % 87.922 ± 0.195 %
110 7.1716 ± 0.1074 0.05995 ± 0.00286 0.08175 ± 0.00127 8.383 ± 0.141 % 87.929 ± 0.195 %
111 7.2034 ± 0.1076 0.05980 ± 0.00285 0.08147 ± 0.00126 8.362 ± 0.140 % 87.910 ± 0.194 %
112 7.2230 ± 0.1074 0.06016 ± 0.00285 0.08170 ± 0.00128 8.386 ± 0.141 % 87.917 ± 0.193 %
113 7.2527 ± 0.1076 0.05990 ± 0.00283 0.08147 ± 0.00127 8.378 ± 0.141 % 87.951 ± 0.192 %
114 7.3001 ± 0.1080 0.05992 ± 0.00282 0.08126 ± 0.00126 8.350 ± 0.140 % 87.964 ± 0.191 %
115 7.3269 ± 0.1081 0.05997 ± 0.00280 0.08107 ± 0.00125 8.328 ± 0.139 % 87.949 ± 0.190 %
116 7.2887 ± 0.1069 0.06261 ± 0.00284 0.08307 ± 0.00129 8.553 ± 0.142 % 87.874 ± 0.190 %
117 7.2869 ± 0.1065 0.06315 ± 0.00282 0.08317 ± 0.00129 8.570 ± 0.141 % 87.883 ± 0.189 %
118 7.2897 ± 0.1061 0.06315 ± 0.00281 0.08337 ± 0.00129 8.583 ± 0.142 % 87.886 ± 0.188 %
119 7.2570 ± 0.1051 0.06316 ± 0.00280 0.08330 ± 0.00128 8.579 ± 0.141 % 87.899 ± 0.187 %
120 7.2630 ± 0.1048 0.06312 ± 0.00278 0.08315 ± 0.00128 8.576 ± 0.140 % 87.895 ± 0.186 %
121 7.2440 ± 0.1041 0.06315 ± 0.00276 0.08296 ± 0.00127 8.570 ± 0.139 % 87.911 ± 0.186 %
122 7.2253 ± 0.1033 0.06298 ± 0.00275 0.08286 ± 0.00126 8.579 ± 0.139 % 87.917 ± 0.185 %
123 7.2144 ± 0.1028 0.06314 ± 0.00274 0.08273 ± 0.00125 8.578 ± 0.138 % 87.942 ± 0.184 %
124 7.1866 ± 0.1019 0.06316 ± 0.00272 0.08265 ± 0.00124 8.581 ± 0.137 % 87.948 ± 0.183 %
125 7.1650 ± 0.1010 0.06327 ± 0.00271 0.08283 ± 0.00124 8.596 ± 0.137 % 87.934 ± 0.182 %
126 7.1424 ± 0.1002 0.06345 ± 0.00270 0.08299 ± 0.00123 8.618 ± 0.136 % 87.940 ± 0.182 %
127 7.1163 ± 0.0995 0.06327 ± 0.00270 0.08339 ± 0.00123 8.654 ± 0.136 % 87.939 ± 0.181 %
128 7.0715 ± 0.0983 0.06383 ± 0.00269 0.08351 ± 0.00123 8.702 ± 0.136 % 87.947 ± 0.180 %
129 7.0421 ± 0.0974 0.06438 ± 0.00269 0.08392 ± 0.00124 8.746 ± 0.136 % 87.959 ± 0.179 %
130 7.0184 ± 0.0967 0.06461 ± 0.00268 0.08418 ± 0.00124 8.787 ± 0.136 % 87.967 ± 0.179 %
131 6.9932 ± 0.0959 0.06456 ± 0.00267 0.08412 ± 0.00124 8.789 ± 0.135 % 87.978 ± 0.178 %
132 7.0081 ± 0.0957 0.06483 ± 0.00266 0.08408 ± 0.00123 8.787 ± 0.135 % 87.968 ± 0.177 %
133 7.0057 ± 0.0953 0.06478 ± 0.00265 0.08383 ± 0.00122 8.766 ± 0.134 % 87.973 ± 0.177 %
134 7.0091 ± 0.0949 0.06481 ± 0.00264 0.08373 ± 0.00121 8.760 ± 0.133 % 87.975 ± 0.176 %
135 7.0195 ± 0.0947 0.06522 ± 0.00263 0.08369 ± 0.00121 8.757 ± 0.133 % 87.942 ± 0.176 %
136 7.0033 ± 0.0941 0.06495 ± 0.00262 0.08341 ± 0.00120 8.744 ± 0.132 % 87.979 ± 0.175 %
137 6.9836 ± 0.0934 0.06517 ± 0.00260 0.08343 ± 0.00120 8.745 ± 0.132 % 87.986 ± 0.174 %
138 6.9828 ± 0.0931 0.06488 ± 0.00260 0.08331 ± 0.00119 8.730 ± 0.131 % 87.991 ± 0.173 %
139 6.9949 ± 0.0929 0.06486 ± 0.00259 0.08338 ± 0.00118 8.728 ± 0.130 % 87.981 ± 0.173 %
140 6.9944 ± 0.0926 0.06482 ± 0.00258 0.08335 ± 0.00118 8.745 ± 0.130 % 87.986 ± 0.172 %
141 7.0051 ± 0.0924 0.06443 ± 0.00257 0.08335 ± 0.00117 8.740 ± 0.129 % 87.993 ± 0.171 %
142 7.0195 ± 0.0923 0.06460 ± 0.00256 0.08320 ± 0.00117 8.730 ± 0.129 % 88.009 ± 0.171 %
143 7.0148 ± 0.0919 0.06439 ± 0.00255 0.08302 ± 0.00116 8.714 ± 0.128 % 88.024 ± 0.170 %
144 7.0219 ± 0.0917 0.06436 ± 0.00254 0.08283 ± 0.00115 8.707 ± 0.127 % 88.047 ± 0.169 %
145 6.9946 ± 0.0910 0.06423 ± 0.00253 0.08261 ± 0.00115 8.701 ± 0.127 % 88.057 ± 0.169 %
146 6.9792 ± 0.0904 0.06426 ± 0.00251 0.08255 ± 0.00114 8.696 ± 0.127 % 88.058 ± 0.168 %
147 6.9528 ± 0.0896 0.06419 ± 0.00250 0.08234 ± 0.00113 8.688 ± 0.126 % 88.059 ± 0.167 %
148 6.9355 ± 0.0891 0.06400 ± 0.00249 0.08222 ± 0.00113 8.683 ± 0.125 % 88.074 ± 0.167 %
149 6.8951 ± 0.0882 0.06379 ± 0.00248 0.08190 ± 0.00112 8.669 ± 0.125 % 88.112 ± 0.166 %
150 6.8700 ± 0.0875 0.06355 ± 0.00247 0.08192 ± 0.00112 8.674 ± 0.124 % 88.139 ± 0.165 %
151 6.8581 ± 0.0871 0.06355 ± 0.00246 0.08179 ± 0.00111 8.659 ± 0.124 % 88.160 ± 0.165 %
152 6.8340 ± 0.0864 0.06332 ± 0.00244 0.08160 ± 0.00111 8.646 ± 0.123 % 88.184 ± 0.164 %
153 6.8037 ± 0.0856 0.06325 ± 0.00243 0.08142 ± 0.00110 8.646 ± 0.123 % 88.187 ± 0.163 %
154 6.7957 ± 0.0852 0.06331 ± 0.00243 0.08128 ± 0.00110 8.632 ± 0.123 % 88.187 ± 0.163 %
155 6.7756 ± 0.0845 0.06307 ± 0.00242 0.08121 ± 0.00109 8.636 ± 0.122 % 88.185 ± 0.162 %
156 6.7473 ± 0.0839 0.06304 ± 0.00241 0.08108 ± 0.00109 8.636 ± 0.122 % 88.188 ± 0.162 %
157 6.7248 ± 0.0832 0.06292 ± 0.00240 0.08102 ± 0.00108 8.642 ± 0.121 % 88.185 ± 0.161 %
158 6.7075 ± 0.0826 0.06297 ± 0.00239 0.08094 ± 0.00108 8.638 ± 0.121 % 88.198 ± 0.161 %
159 6.6814 ± 0.0820 0.06297 ± 0.00238 0.08094 ± 0.00107 8.651 ± 0.120 % 88.201 ± 0.160 %
160 6.6616 ± 0.0814 0.06286 ± 0.00237 0.08077 ± 0.00107 8.640 ± 0.120 % 88.206 ± 0.160 %
161 6.6545 ± 0.0810 0.06264 ± 0.00236 0.08070 ± 0.00106 8.635 ± 0.119 % 88.206 ± 0.159 %
162 6.6336 ± 0.0804 0.06229 ± 0.00235 0.08061 ± 0.00106 8.636 ± 0.119 % 88.218 ± 0.159 %
163 6.6121 ± 0.0798 0.06228 ± 0.00235 0.08062 ± 0.00105 8.653 ± 0.118 % 88.209 ± 0.158 %
164 6.6074 ± 0.0795 0.06213 ± 0.00234 0.08049 ± 0.00105 8.640 ± 0.118 % 88.221 ± 0.158 %
165 6.6193 ± 0.0794 0.06201 ± 0.00233 0.08040 ± 0.00104 8.633 ± 0.117 % 88.197 ± 0.157 %
166 6.6082 ± 0.0790 0.06172 ± 0.00232 0.08029 ± 0.00104 8.632 ± 0.117 % 88.216 ± 0.157 %
167 6.6336 ± 0.0792 0.06181 ± 0.00231 0.08025 ± 0.00103 8.631 ± 0.116 % 88.217 ± 0.156 %
168 6.6348 ± 0.0789 0.06140 ± 0.00231 0.08018 ± 0.00103 8.620 ± 0.116 % 88.233 ± 0.156 %
169 6.6703 ± 0.0792 0.06150 ± 0.00229 0.08013 ± 0.00102 8.603 ± 0.115 % 88.224 ± 0.155 %
170 6.6762 ± 0.0790 0.06160 ± 0.00229 0.08011 ± 0.00102 8.614 ± 0.115 % 88.221 ± 0.155 %
171 6.7143 ± 0.0794 0.06167 ± 0.00228 0.07998 ± 0.00101 8.599 ± 0.115 % 88.208 ± 0.154 %
172 6.7528 ± 0.0797 0.06153 ± 0.00227 0.07981 ± 0.00101 8.582 ± 0.114 % 88.206 ± 0.154 %
173 6.7737 ± 0.0798 0.06140 ± 0.00226 0.07996 ± 0.00101 8.581 ± 0.114 % 88.210 ± 0.154 %
174 6.8245 ± 0.0804 0.06133 ± 0.00225 0.07995 ± 0.00101 8.567 ± 0.114 % 88.204 ± 0.153 %
175 6.8447 ± 0.0804 0.06133 ± 0.00225 0.07995 ± 0.00100 8.557 ± 0.113 % 88.199 ± 0.153 %
176 6.8804 ± 0.0808 0.06125 ± 0.00224 0.07986 ± 0.00100 8.546 ± 0.113 % 88.182 ± 0.152 %
177 6.9067 ± 0.0810 0.06132 ± 0.00223 0.07993 ± 0.00100 8.552 ± 0.113 % 88.187 ± 0.152 %
178 6.9132 ± 0.0809 0.06153 ± 0.00223 0.08004 ± 0.00100 8.563 ± 0.113 % 88.196 ± 0.151 %
179 6.9077 ± 0.0806 0.06177 ± 0.00223 0.08056 ± 0.00100 8.593 ± 0.112 % 88.148 ± 0.151 %
180 6.9033 ± 0.0803 0.06198 ± 0.00223 0.08165 ± 0.00101 8.643 ± 0.112 % 88.107 ± 0.151 %
181 6.9244 ± 0.0804 0.06152 ± 0.00222 0.08155 ± 0.00101 8.627 ± 0.112 % 88.114 ± 0.151 %
182 6.9331 ± 0.0804 0.06168 ± 0.00222 0.08164 ± 0.00100 8.627 ± 0.111 % 88.128 ± 0.150 %
183 6.9375 ± 0.0803 0.06183 ± 0.00222 0.08199 ± 0.00100 8.651 ± 0.111 % 88.117 ± 0.150 %
184 6.9477 ± 0.0802 0.06177 ± 0.00222 0.08205 ± 0.00100 8.651 ± 0.111 % 88.099 ± 0.149 %
185 6.9478 ± 0.0800 0.06173 ± 0.00221 0.08188 ± 0.00100 8.640 ± 0.110 % 88.104 ± 0.149 %
186 6.9563 ± 0.0799 0.06242 ± 0.00221 0.08234 ± 0.00100 8.679 ± 0.110 % 88.090 ± 0.149 %
187 6.9622 ± 0.0798 0.06246 ± 0.00220 0.08229 ± 0.00100 8.672 ± 0.110 % 88.082 ± 0.148 %
188 6.9727 ± 0.0797 0.06212 ± 0.00220 0.08215 ± 0.00099 8.663 ± 0.110 % 88.089 ± 0.148 %
189 6.9915 ± 0.0798 0.06200 ± 0.00219 0.08204 ± 0.00099 8.653 ± 0.109 % 88.086 ± 0.148 %
190 7.0084 ± 0.0799 0.06211 ± 0.00218 0.08196 ± 0.00099 8.638 ± 0.109 % 88.080 ± 0.147 %
191 7.0115 ± 0.0797 0.06191 ± 0.00218 0.08184 ± 0.00098 8.629 ± 0.108 % 88.065 ± 0.147 %
192 7.0139 ± 0.0795 0.06186 ± 0.00217 0.08175 ± 0.00098 8.622 ± 0.108 % 88.076 ± 0.146 %
193 7.0295 ± 0.0795 0.06169 ± 0.00216 0.08167 ± 0.00097 8.608 ± 0.108 % 88.099 ± 0.146 %
194 7.0489 ± 0.0795 0.06155 ± 0.00215 0.08157 ± 0.00097 8.594 ± 0.107 % 88.106 ± 0.146 %
195 7.0702 ± 0.0796 0.06121 ± 0.00215 0.08149 ± 0.00096 8.581 ± 0.107 % 88.121 ± 0.145 %
196 7.0798 ± 0.0796 0.06102 ± 0.00214 0.08143 ± 0.00096 8.572 ± 0.106 % 88.105 ± 0.145 %
197 7.0655 ± 0.0792 0.06105 ± 0.00213 0.08139 ± 0.00096 8.569 ± 0.106 % 88.110 ± 0.144 %
198 7.0623 ± 0.0789 0.06085 ± 0.00213 0.08125 ± 0.00095 8.560 ± 0.106 % 88.122 ± 0.144 %
199 7.0522 ± 0.0786 0.06088 ± 0.00212 0.08124 ± 0.00095 8.554 ± 0.105 % 88.135 ± 0.144 %
200 7.0571 ± 0.0785 0.06109 ± 0.00212 0.08135 ± 0.00095 8.563 ± 0.105 % 88.120 ± 0.143 %
201 7.0617 ± 0.0783 0.06115 ± 0.00211 0.08139 ± 0.00094 8.570 ± 0.105 % 88.120 ± 0.143 %
202 7.0855 ± 0.0785 0.06129 ± 0.00211 0.08142 ± 0.00094 8.572 ± 0.105 % 88.113 ± 0.143 %
203 7.1123 ± 0.0787 0.06149 ± 0.00210 0.08141 ± 0.00094 8.572 ± 0.105 % 88.112 ± 0.142 %
204 7.1339 ± 0.0788 0.06171 ± 0.00210 0.08128 ± 0.00094 8.563 ± 0.104 % 88.114 ± 0.142 %
205 7.1249 ± 0.0785 0.06183 ± 0.00209 0.08138 ± 0.00094 8.592 ± 0.105 % 88.111 ± 0.142 %
206 7.1423 ± 0.0785 0.06178 ± 0.00209 0.08129 ± 0.00093 8.589 ± 0.105 % 88.125 ± 0.141 %
207 7.1282 ± 0.0781 0.06186 ± 0.00208 0.08127 ± 0.00093 8.588 ± 0.104 % 88.142 ± 0.141 %
208 7.1366 ± 0.0781 0.06206 ± 0.00208 0.08132 ± 0.00094 8.591 ± 0.104 % 88.154 ± 0.140 %
209 7.1323 ± 0.0779 0.06223 ± 0.00208 0.08151 ± 0.00094 8.601 ± 0.104 % 88.128 ± 0.140 %
210 7.1314 ± 0.0777 0.06217 ± 0.00207 0.08145 ± 0.00093 8.592 ± 0.104 % 88.125 ± 0.140 %
211 7.1339 ± 0.0775 0.06222 ± 0.00207 0.08150 ± 0.00093 8.584 ± 0.103 % 88.118 ± 0.139 %
212 7.1366 ± 0.0773 0.06205 ± 0.00206 0.08134 ± 0.00093 8.570 ± 0.103 % 88.111 ± 0.139 %
213 7.1198 ± 0.0769 0.06188 ± 0.00206 0.08116 ± 0.00092 8.558 ± 0.103 % 88.112 ± 0.139 %
214 7.1067 ± 0.0766 0.06180 ± 0.00205 0.08103 ± 0.00092 8.548 ± 0.102 % 88.122 ± 0.138 %
215 7.0935 ± 0.0762 0.06183 ± 0.00204 0.08099 ± 0.00092 8.544 ± 0.102 % 88.111 ± 0.138 %
216 7.0949 ± 0.0761 0.06195 ± 0.00204 0.08096 ± 0.00091 8.539 ± 0.102 % 88.099 ± 0.138 %
217 7.0842 ± 0.0758 0.06186 ± 0.00203 0.08092 ± 0.00091 8.537 ± 0.101 % 88.102 ± 0.138 %
218 7.0640 ± 0.0753 0.06180 ± 0.00203 0.08080 ± 0.00091 8.529 ± 0.101 % 88.118 ± 0.137 %
219 7.0375 ± 0.0748 0.06177 ± 0.00202 0.08068 ± 0.00090 8.523 ± 0.101 % 88.121 ± 0.137 %
220 7.0290 ± 0.0745 0.06187 ± 0.00202 0.08065 ± 0.00090 8.515 ± 0.100 % 88.116 ± 0.137 %
221 7.0232 ± 0.0743 0.06180 ± 0.00201 0.08054 ± 0.00089 8.510 ± 0.100 % 88.134 ± 0.136 %
222 7.0221 ± 0.0741 0.06186 ± 0.00201 0.08051 ± 0.00089 8.505 ± 0.100 % 88.124 ± 0.136 %
223 7.0311 ± 0.0741 0.06171 ± 0.00200 0.08047 ± 0.00089 8.495 ± 0.099 % 88.125 ± 0.136 %
224 7.0145 ± 0.0737 0.06178 ± 0.00200 0.08038 ± 0.00088 8.493 ± 0.099 % 88.125 ± 0.135 %
225 7.0030 ± 0.0734 0.06170 ± 0.00199 0.08030 ± 0.00088 8.488 ± 0.099 % 88.125 ± 0.135 %
226 7.0047 ± 0.0732 0.06168 ± 0.00199 0.08023 ± 0.00088 8.479 ± 0.098 % 88.142 ± 0.135 %
227 6.9861 ± 0.0728 0.06135 ± 0.00198 0.08015 ± 0.00088 8.473 ± 0.098 % 88.139 ± 0.134 %
228 6.9734 ± 0.0725 0.06135 ± 0.00198 0.08002 ± 0.00087 8.462 ± 0.098 % 88.146 ± 0.134 %
229 6.9637 ± 0.0722 0.06132 ± 0.00197 0.07995 ± 0.00087 8.453 ± 0.097 % 88.127 ± 0.134 %
230 6.9434 ± 0.0718 0.06108 ± 0.00196 0.07985 ± 0.00087 8.449 ± 0.097 % 88.143 ± 0.133 %
231 6.9332 ± 0.0715 0.06113 ± 0.00196 0.07970 ± 0.00086 8.441 ± 0.097 % 88.164 ± 0.133 %
232 6.9345 ± 0.0713 0.06140 ± 0.00195 0.07966 ± 0.00086 8.433 ± 0.096 % 88.151 ± 0.133 %
233 6.9313 ± 0.0711 0.06143 ± 0.00195 0.07968 ± 0.00086 8.422 ± 0.096 % 88.134 ± 0.133 %
234 6.9303 ± 0.0709 0.06165 ± 0.00194 0.07977 ± 0.00086 8.423 ± 0.096 % 88.126 ± 0.132 %
235 6.9205 ± 0.0707 0.06199 ± 0.00194 0.08018 ± 0.00086 8.461 ± 0.096 % 88.117 ± 0.132 %
236 6.9137 ± 0.0704 0.06187 ± 0.00194 0.08006 ± 0.00086 8.452 ± 0.096 % 88.127 ± 0.132 %
237 6.9007 ± 0.0701 0.06167 ± 0.00193 0.07989 ± 0.00085 8.445 ± 0.095 % 88.149 ± 0.131 %
238 6.8898 ± 0.0699 0.06167 ± 0.00193 0.07984 ± 0.00085 8.444 ± 0.095 % 88.164 ± 0.131 %
239 6.8844 ± 0.0697 0.06177 ± 0.00192 0.07981 ± 0.00085 8.448 ± 0.095 % 88.181 ± 0.131 %
240 6.8802 ± 0.0695 0.06151 ± 0.00192 0.07967 ± 0.00084 8.436 ± 0.095 % 88.194 ± 0.130 %
241 6.8794 ± 0.0693 0.06156 ± 0.00191 0.07961 ± 0.00084 8.427 ± 0.094 % 88.204 ± 0.130 %
242 6.8847 ± 0.0693 0.06148 ± 0.00191 0.07960 ± 0.00084 8.424 ± 0.094 % 88.203 ± 0.130 %
243 6.9013 ± 0.0694 0.06156 ± 0.00190 0.07955 ± 0.00084 8.420 ± 0.094 % 88.203 ± 0.130 %
244 6.9032 ± 0.0692 0.06162 ± 0.00190 0.07964 ± 0.00083 8.432 ± 0.094 % 88.203 ± 0.129 %
245 6.9121 ± 0.0692 0.06143 ± 0.00190 0.07978 ± 0.00083 8.439 ± 0.094 % 88.195 ± 0.129 %
246 6.9260 ± 0.0693 0.06151 ± 0.00189 0.07977 ± 0.00083 8.430 ± 0.093 % 88.186 ± 0.129 %
247 6.9402 ± 0.0693 0.06119 ± 0.00189 0.07973 ± 0.00083 8.422 ± 0.093 % 88.180 ± 0.129 %
248 6.9497 ± 0.0692 0.06098 ± 0.00188 0.07965 ± 0.00082 8.413 ± 0.093 % 88.170 ± 0.128 %
249 6.9594 ± 0.0692 0.06093 ± 0.00188 0.07963 ± 0.00082 8.405 ± 0.093 % 88.153 ± 0.128 %
250 6.9718 ± 0.0692 0.06081 ± 0.00187 0.07955 ± 0.00082 8.400 ± 0.092 % 88.163 ± 0.128 %
251 6.9795 ± 0.0692 0.06079 ± 0.00187 0.07941 ± 0.00082 8.389 ± 0.092 % 88.163 ± 0.128 %
252 6.9927 ± 0.0692 0.06058 ± 0.00186 0.07932 ± 0.00081 8.380 ± 0.092 % 88.161 ± 0.127 %
253 7.0168 ± 0.0694 0.06039 ± 0.00186 0.07922 ± 0.00081 8.367 ± 0.092 % 88.158 ± 0.127 %
254 7.0183 ± 0.0692 0.06020 ± 0.00185 0.07908 ± 0.00081 8.354 ± 0.091 % 88.174 ± 0.127 %
255 7.0194 ± 0.0691 0.06012 ± 0.00185 0.07910 ± 0.00080 8.350 ± 0.091 % 88.163 ± 0.127 %
256 7.0269 ± 0.0691 0.06022 ± 0.00185 0.07922 ± 0.00080 8.359 ± 0.091 % 88.160 ± 0.126 %
257 7.0207 ± 0.0689 0.06014 ± 0.00185 0.07918 ± 0.00080 8.352 ± 0.091 % 88.164 ± 0.126 %
258 6.9997 ± 0.0685 0.06008 ± 0.00184 0.07924 ± 0.00080 8.368 ± 0.091 % 88.162 ± 0.126 %
259 6.9867 ± 0.0683 0.06012 ± 0.00184 0.07916 ± 0.00080 8.365 ± 0.090 % 88.179 ± 0.126 %
260 6.9710 ± 0.0679 0.06017 ± 0.00183 0.07915 ± 0.00080 8.368 ± 0.090 % 88.181 ± 0.125 %
261 6.9561 ± 0.0676 0.06021 ± 0.00183 0.07915 ± 0.00079 8.370 ± 0.090 % 88.183 ± 0.125 %
262 6.9593 ± 0.0675 0.06000 ± 0.00182 0.07911 ± 0.00079 8.364 ± 0.090 % 88.187 ± 0.125 %
263 6.9664 ± 0.0675 0.06001 ± 0.00182 0.07909 ± 0.00079 8.360 ± 0.090 % 88.183 ± 0.125 %
264 6.9694 ± 0.0674 0.05993 ± 0.00181 0.07909 ± 0.00079 8.360 ± 0.089 % 88.170 ± 0.124 %
265 6.9766 ± 0.0673 0.06000 ± 0.00181 0.07909 ± 0.00078 8.360 ± 0.089 % 88.172 ± 0.124 %
266 6.9706 ± 0.0671 0.05995 ± 0.00181 0.07911 ± 0.00078 8.361 ± 0.089 % 88.179 ± 0.124 %
267 6.9616 ± 0.0669 0.05988 ± 0.00180 0.07904 ± 0.00078 8.353 ± 0.089 % 88.179 ± 0.124 %
268 6.9635 ± 0.0668 0.06028 ± 0.00180 0.07907 ± 0.00078 8.355 ± 0.088 % 88.177 ± 0.124 %
269 6.9575 ± 0.0666 0.06042 ± 0.00180 0.07914 ± 0.00078 8.362 ± 0.088 % 88.174 ± 0.123 %
270 6.9449 ± 0.0664 0.06049 ± 0.00179 0.07911 ± 0.00077 8.360 ± 0.088 % 88.179 ± 0.123 %
271 6.9406 ± 0.0662 0.06064 ± 0.00179 0.07923 ± 0.00077 8.366 ± 0.088 % 88.157 ± 0.123 %
272 6.9270 ± 0.0659 0.06066 ± 0.00179 0.07925 ± 0.00077 8.368 ± 0.088 % 88.150 ± 0.123 %
273 6.9308 ± 0.0658 0.06068 ± 0.00178 0.07914 ± 0.00077 8.359 ± 0.087 % 88.142 ± 0.123 %
274 6.9287 ± 0.0657 0.06078 ± 0.00178 0.07923 ± 0.00077 8.359 ± 0.087 % 88.137 ± 0.122 %
275 6.9293 ± 0.0656 0.06068 ± 0.00178 0.07916 ± 0.00077 8.352 ± 0.087 % 88.143 ± 0.122 %
276 6.9265 ± 0.0654 0.06059 ± 0.00177 0.07904 ± 0.00076 8.347 ± 0.087 % 88.146 ± 0.122 %
277 6.9265 ± 0.0652 0.06074 ± 0.00177 0.07913 ± 0.00076 8.360 ± 0.087 % 88.146 ± 0.122 %
278 6.9285 ± 0.0652 0.06070 ± 0.00177 0.07915 ± 0.00076 8.363 ± 0.087 % 88.148 ± 0.121 %
279 6.9303 ± 0.0651 0.06079 ± 0.00177 0.07911 ± 0.00076 8.359 ± 0.087 % 88.143 ± 0.121 %
280 6.9134 ± 0.0648 0.06091 ± 0.00176 0.07913 ± 0.00076 8.378 ± 0.087 % 88.160 ± 0.121 %
281 6.9221 ± 0.0648 0.06125 ± 0.00176 0.07954 ± 0.00076 8.397 ± 0.087 % 88.133 ± 0.121 %
282 6.9021 ± 0.0645 0.06128 ± 0.00176 0.07950 ± 0.00076 8.396 ± 0.086 % 88.135 ± 0.121 %
283 6.8967 ± 0.0644 0.06156 ± 0.00177 0.07994 ± 0.00076 8.451 ± 0.087 % 88.129 ± 0.120 %
284 6.9001 ± 0.0643 0.06139 ± 0.00176 0.07986 ± 0.00076 8.444 ± 0.087 % 88.130 ± 0.120 %
285 6.8967 ± 0.0641 0.06125 ± 0.00176 0.07984 ± 0.00076 8.438 ± 0.087 % 88.128 ± 0.120 %
286 6.8796 ± 0.0638 0.06112 ± 0.00175 0.07973 ± 0.00076 8.432 ± 0.087 % 88.134 ± 0.120 %
287 6.8745 ± 0.0636 0.06141 ± 0.00175 0.07993 ± 0.00076 8.453 ± 0.087 % 88.134 ± 0.120 %
288 6.8768 ± 0.0636 0.06129 ± 0.00175 0.07996 ± 0.00076 8.449 ± 0.086 % 88.140 ± 0.119 %
289 6.8867 ± 0.0636 0.06106 ± 0.00175 0.07994 ± 0.00076 8.440 ± 0.086 % 88.139 ± 0.119 %
290 6.8990 ± 0.0636 0.06095 ± 0.00174 0.07984 ± 0.00075 8.432 ± 0.086 % 88.150 ± 0.119 %
291 6.9120 ± 0.0636 0.06100 ± 0.00174 0.07983 ± 0.00075 8.426 ± 0.086 % 88.149 ± 0.119 %
292 6.9191 ± 0.0636 0.06095 ± 0.00173 0.07979 ± 0.00075 8.421 ± 0.086 % 88.151 ± 0.118 %
293 6.9266 ± 0.0636 0.06106 ± 0.00173 0.07979 ± 0.00075 8.419 ± 0.085 % 88.135 ± 0.118 %
294 6.9458 ± 0.0637 0.06130 ± 0.00173 0.07980 ± 0.00075 8.418 ± 0.085 % 88.129 ± 0.118 %
295 6.9446 ± 0.0636 0.06138 ± 0.00173 0.07975 ± 0.00074 8.413 ± 0.085 % 88.129 ± 0.118 %
296 6.9524 ± 0.0636 0.06160 ± 0.00172 0.07979 ± 0.00074 8.418 ± 0.085 % 88.124 ± 0.118 %
297 6.9428 ± 0.0634 0.06160 ± 0.00172 0.07983 ± 0.00074 8.430 ± 0.085 % 88.114 ± 0.118 %
298 6.9385 ± 0.0632 0.06148 ± 0.00172 0.07972 ± 0.00074 8.420 ± 0.085 % 88.123 ± 0.117 %
299 6.9318 ± 0.0630 0.06133 ± 0.00171 0.07962 ± 0.00074 8.411 ± 0.085 % 88.130 ± 0.117 %
300 6.9273 ± 0.0628 0.06135 ± 0.00171 0.07956 ± 0.00073 8.406 ± 0.084 % 88.145 ± 0.117 %
301 6.9223 ± 0.0627 0.06140 ± 0.00171 0.07953 ± 0.00073 8.404 ± 0.084 % 88.148 ± 0.117 %
302 6.9138 ± 0.0625 0.06156 ± 0.00170 0.07956 ± 0.00073 8.410 ± 0.084 % 88.156 ± 0.116 %
303 6.9205 ± 0.0624 0.06142 ± 0.00170 0.07951 ± 0.00073 8.403 ± 0.084 % 88.163 ± 0.116 %
304 6.9250 ± 0.0624 0.06136 ± 0.00170 0.07942 ± 0.00073 8.397 ± 0.084 % 88.159 ± 0.116 %
305 6.9232 ± 0.0622 0.06157 ± 0.00170 0.07959 ± 0.00073 8.400 ± 0.083 % 88.163 ± 0.116 %
306 6.9238 ± 0.0621 0.06163 ± 0.00169 0.07957 ± 0.00073 8.395 ± 0.083 % 88.158 ± 0.116 %
307 6.9236 ± 0.0620 0.06166 ± 0.00169 0.07969 ± 0.00073 8.397 ± 0.083 % 88.157 ± 0.115 %
308 6.9208 ± 0.0619 0.06158 ± 0.00169 0.07969 ± 0.00073 8.393 ± 0.083 % 88.160 ± 0.115 %
309 6.9240 ± 0.0618 0.06166 ± 0.00168 0.07962 ± 0.00073 8.389 ± 0.083 % 88.158 ± 0.115 %
310 6.9310 ± 0.0618 0.06170 ± 0.00168 0.07964 ± 0.00073 8.383 ± 0.082 % 88.156 ± 0.115 %
311 6.9285 ± 0.0616 0.06163 ± 0.00168 0.07961 ± 0.00072 8.379 ± 0.082 % 88.165 ± 0.115 %
312 6.9326 ± 0.0616 0.06170 ± 0.00168 0.07960 ± 0.00072 8.372 ± 0.082 % 88.164 ± 0.115 %
313 6.9342 ± 0.0615 0.06182 ± 0.00168 0.07961 ± 0.00072 8.372 ± 0.082 % 88.166 ± 0.114 %
314 6.9257 ± 0.0613 0.06181 ± 0.00167 0.07949 ± 0.00072 8.364 ± 0.082 % 88.184 ± 0.114 %
315 6.9187 ± 0.0611 0.06186 ± 0.00167 0.07941 ± 0.00072 8.365 ± 0.082 % 88.183 ± 0.114 %
316 6.9336 ± 0.0612 0.06171 ± 0.00166 0.07930 ± 0.00071 8.357 ± 0.081 % 88.182 ± 0.114 %
317 6.9405 ± 0.0612 0.06172 ± 0.00166 0.07923 ± 0.00071 8.349 ± 0.081 % 88.177 ± 0.114 %
318 6.9530 ± 0.0612 0.06164 ± 0.00166 0.07914 ± 0.00071 8.341 ± 0.081 % 88.181 ± 0.113 %
319 6.9324 ± 0.0609 0.06286 ± 0.00167 0.08048 ± 0.00073 8.474 ± 0.082 % 88.149 ± 0.113 %
320 6.9224 ± 0.0607 0.06358 ± 0.00168 0.08132 ± 0.00074 8.549 ± 0.082 % 88.119 ± 0.113 %
321 6.9126 ± 0.0605 0.06416 ± 0.00168 0.08183 ± 0.00075 8.588 ± 0.082 % 88.096 ± 0.113 %
322 6.9176 ± 0.0605 0.06450 ± 0.00168 0.08221 ± 0.00075 8.603 ± 0.082 % 88.066 ± 0.113 %
323 6.9186 ± 0.0604 0.06478 ± 0.00168 0.08262 ± 0.00075 8.630 ± 0.082 % 88.046 ± 0.113 %
324 6.9255 ± 0.0603 0.06488 ± 0.00168 0.08266 ± 0.00075 8.631 ± 0.082 % 88.045 ± 0.113 %
325 6.9196 ± 0.0602 0.06477 ± 0.00167 0.08254 ± 0.00074 8.623 ± 0.081 % 88.060 ± 0.113 %
326 6.9200 ± 0.0601 0.06485 ± 0.00167 0.08243 ± 0.00074 8.614 ± 0.081 % 88.073 ± 0.112 %
327 6.9156 ± 0.0600 0.06481 ± 0.00167 0.08233 ± 0.00074 8.608 ± 0.081 % 88.083 ± 0.112 %
328 6.9117 ± 0.0598 0.06465 ± 0.00166 0.08225 ± 0.00074 8.602 ± 0.081 % 88.085 ± 0.112 %
329 6.9055 ± 0.0597 0.06462 ± 0.00166 0.08221 ± 0.00074 8.598 ± 0.081 % 88.089 ± 0.112 %
330 6.8986 ± 0.0595 0.06448 ± 0.00166 0.08210 ± 0.00073 8.593 ± 0.081 % 88.096 ± 0.112 %
331 6.8999 ± 0.0594 0.06453 ± 0.00165 0.08206 ± 0.00073 8.592 ± 0.081 % 88.099 ± 0.111 %
332 6.8933 ± 0.0592 0.06457 ± 0.00165 0.08204 ± 0.00073 8.597 ± 0.081 % 88.105 ± 0.111 %
333 6.8878 ± 0.0591 0.06453 ± 0.00165 0.08200 ± 0.00073 8.598 ± 0.080 % 88.109 ± 0.111 %
334 6.8963 ± 0.0591 0.06449 ± 0.00165 0.08199 ± 0.00073 8.593 ± 0.080 % 88.105 ± 0.111 %
335 6.8894 ± 0.0589 0.06443 ± 0.00164 0.08197 ± 0.00073 8.588 ± 0.080 % 88.111 ± 0.111 %
336 6.8926 ± 0.0589 0.06439 ± 0.00164 0.08203 ± 0.00073 8.585 ± 0.080 % 88.108 ± 0.111 %
337 6.8924 ± 0.0588 0.06432 ± 0.00164 0.08203 ± 0.00072 8.590 ± 0.080 % 88.101 ± 0.110 %
338 6.8902 ± 0.0587 0.06410 ± 0.00164 0.08204 ± 0.00072 8.587 ± 0.080 % 88.093 ± 0.110 %
339 6.8858 ± 0.0586 0.06405 ± 0.00163 0.08201 ± 0.00072 8.585 ± 0.080 % 88.096 ± 0.110 %
340 6.8768 ± 0.0584 0.06390 ± 0.00163 0.08196 ± 0.00072 8.587 ± 0.079 % 88.114 ± 0.110 %
341 6.8830 ± 0.0583 0.06379 ± 0.00163 0.08189 ± 0.00072 8.582 ± 0.079 % 88.103 ± 0.110 %
342 6.8826 ± 0.0583 0.06360 ± 0.00162 0.08182 ± 0.00072 8.575 ± 0.079 % 88.111 ± 0.110 %
343 6.8843 ± 0.0582 0.06354 ± 0.00162 0.08182 ± 0.00071 8.576 ± 0.079 % 88.100 ± 0.109 %
344 6.8845 ± 0.0581 0.06364 ± 0.00162 0.08178 ± 0.00071 8.575 ± 0.079 % 88.080 ± 0.109 %
345 6.8746 ± 0.0579 0.06360 ± 0.00162 0.08172 ± 0.00071 8.576 ± 0.079 % 88.081 ± 0.109 %
346 6.8757 ± 0.0578 0.06362 ± 0.00161 0.08166 ± 0.00071 8.576 ± 0.079 % 88.075 ± 0.109 %
347 6.8684 ± 0.0576 0.06365 ± 0.00161 0.08157 ± 0.00071 8.569 ± 0.079 % 88.082 ± 0.109 %
348 6.8674 ± 0.0576 0.06367 ± 0.00161 0.08155 ± 0.00071 8.567 ± 0.078 % 88.087 ± 0.109 %
349 6.8630 ± 0.0574 0.06347 ± 0.00160 0.08151 ± 0.00070 8.561 ± 0.078 % 88.078 ± 0.109 %
350 6.8687 ± 0.0574 0.06346 ± 0.00160 0.08143 ± 0.00070 8.555 ± 0.078 % 88.078 ± 0.108 %
351 6.8664 ± 0.0573 0.06351 ± 0.00160 0.08144 ± 0.00070 8.556 ± 0.078 % 88.069 ± 0.108 %
352 6.8595 ± 0.0571 0.06341 ± 0.00160 0.08137 ± 0.00070 8.551 ± 0.078 % 88.065 ± 0.108 %
353 6.8706 ± 0.0572 0.06345 ± 0.00159 0.08132 ± 0.00070 8.545 ± 0.078 % 88.071 ± 0.108 %
354 6.8792 ± 0.0571 0.06348 ± 0.00159 0.08122 ± 0.00070 8.537 ± 0.077 % 88.065 ± 0.108 %
355 6.8872 ± 0.0571 0.06340 ± 0.00159 0.08113 ± 0.00069 8.529 ± 0.077 % 88.064 ± 0.108 %
356 6.8798 ± 0.0570 0.06351 ± 0.00159 0.08113 ± 0.00069 8.529 ± 0.077 % 88.068 ± 0.108 %
357 6.8789 ± 0.0569 0.06343 ± 0.00158 0.08110 ± 0.00069 8.524 ± 0.077 % 88.062 ± 0.107 %
358 6.8734 ± 0.0568 0.06343 ± 0.00158 0.08107 ± 0.00069 8.520 ± 0.077 % 88.059 ± 0.107 %
359 6.8766 ± 0.0567 0.06345 ± 0.00158 0.08111 ± 0.00069 8.518 ± 0.077 % 88.047 ± 0.107 %
360 6.8708 ± 0.0566 0.06352 ± 0.00158 0.08113 ± 0.00069 8.520 ± 0.077 % 88.056 ± 0.107 %
361 6.8652 ± 0.0564 0.06363 ± 0.00157 0.08110 ± 0.00069 8.517 ± 0.076 % 88.055 ± 0.107 %
362 6.8635 ± 0.0563 0.06380 ± 0.00157 0.08123 ± 0.00069 8.525 ± 0.076 % 88.055 ± 0.107 %
363 6.8744 ± 0.0564 0.06381 ± 0.00157 0.08124 ± 0.00068 8.519 ± 0.076 % 88.041 ± 0.107 %
364 6.8972 ± 0.0565 0.06380 ± 0.00157 0.08122 ± 0.00068 8.510 ± 0.076 % 88.038 ± 0.107 %
365 6.9117 ± 0.0566 0.06374 ± 0.00157 0.08121 ± 0.00068 8.504 ± 0.076 % 88.037 ± 0.106 %
366 6.9364 ± 0.0568 0.06375 ± 0.00156 0.08118 ± 0.00068 8.497 ± 0.076 % 88.025 ± 0.106 %
367 6.9514 ± 0.0569 0.06386 ± 0.00156 0.08113 ± 0.00068 8.490 ± 0.076 % 88.028 ± 0.106 %
368 6.9625 ± 0.0569 0.06385 ± 0.00156 0.08117 ± 0.00068 8.491 ± 0.076 % 88.019 ± 0.106 %
369 6.9808 ± 0.0571 0.06383 ± 0.00156 0.08117 ± 0.00068 8.484 ± 0.075 % 88.018 ± 0.106 %
370 7.0019 ± 0.0572 0.06394 ± 0.00156 0.08113 ± 0.00068 8.477 ± 0.075 % 88.017 ± 0.106 %
371 7.0060 ± 0.0572 0.06387 ± 0.00155 0.08107 ± 0.00067 8.472 ± 0.075 % 88.018 ± 0.106 %
372 7.0142 ± 0.0572 0.06379 ± 0.00155 0.08106 ± 0.00067 8.469 ± 0.075 % 88.018 ± 0.105 %
373 7.0287 ± 0.0573 0.06383 ± 0.00155 0.08106 ± 0.00067 8.464 ± 0.075 % 88.005 ± 0.105 %
374 7.0436 ± 0.0573 0.06393 ± 0.00155 0.08109 ± 0.00067 8.465 ± 0.075 % 87.993 ± 0.105 %
375 7.0525 ± 0.0573 0.06415 ± 0.00154 0.08122 ± 0.00067 8.469 ± 0.075 % 87.993 ± 0.105 %
376 7.0646 ± 0.0574 0.06442 ± 0.00154 0.08126 ± 0.00067 8.471 ± 0.075 % 87.990 ± 0.105 %
377 7.0746 ± 0.0574 0.06455 ± 0.00154 0.08128 ± 0.00067 8.468 ± 0.075 % 87.991 ± 0.105 %
378 7.0913 ± 0.0575 0.06456 ± 0.00154 0.08126 ± 0.00067 8.466 ± 0.075 % 87.988 ± 0.105 %
379 7.1047 ± 0.0576 0.06453 ± 0.00154 0.08125 ± 0.00067 8.467 ± 0.074 % 87.985 ± 0.105 %
380 7.1144 ± 0.0576 0.06463 ± 0.00154 0.08131 ± 0.00067 8.474 ± 0.075 % 87.968 ± 0.105 %
381 7.1261 ± 0.0577 0.06457 ± 0.00154 0.08136 ± 0.00067 8.471 ± 0.074 % 87.965 ± 0.104 %
382 7.1345 ± 0.0577 0.06457 ± 0.00153 0.08145 ± 0.00067 8.481 ± 0.074 % 87.955 ± 0.104 %
383 7.1559 ± 0.0578 0.06460 ± 0.00153 0.08140 ± 0.00066 8.474 ± 0.074 % 87.954 ± 0.104 %
384 7.1709 ± 0.0579 0.06455 ± 0.00153 0.08141 ± 0.00066 8.474 ± 0.074 % 87.947 ± 0.104 %
385 7.1722 ± 0.0578 0.06453 ± 0.00153 0.08137 ± 0.00066 8.472 ± 0.074 % 87.952 ± 0.104 %
386 7.1734 ± 0.0578 0.06454 ± 0.00153 0.08132 ± 0.00066 8.467 ± 0.074 % 87.955 ± 0.104 %
387 7.1800 ± 0.0578 0.06458 ± 0.00152 0.08126 ± 0.00066 8.463 ± 0.074 % 87.953 ± 0.104 %
388 7.2011 ± 0.0579 0.06454 ± 0.00152 0.08124 ± 0.00066 8.456 ± 0.074 % 87.943 ± 0.104 %
389 7.2164 ± 0.0580 0.06451 ± 0.00152 0.08116 ± 0.00066 8.449 ± 0.074 % 87.952 ± 0.103 %
390 7.2126 ± 0.0579 0.06430 ± 0.00152 0.08114 ± 0.00066 8.448 ± 0.073 % 87.948 ± 0.103 %
391 7.2077 ± 0.0578 0.06428 ± 0.00151 0.08114 ± 0.00065 8.448 ± 0.073 % 87.949 ± 0.103 %
392 7.1988 ± 0.0576 0.06434 ± 0.00151 0.08114 ± 0.00065 8.454 ± 0.073 % 87.946 ± 0.103 %
393 7.1991 ± 0.0575 0.06428 ± 0.00151 0.08107 ± 0.00065 8.448 ± 0.073 % 87.952 ± 0.103 %
394 7.2019 ± 0.0575 0.06428 ± 0.00151 0.08104 ± 0.00065 8.441 ± 0.073 % 87.956 ± 0.103 %
395 7.2034 ± 0.0574 0.06426 ± 0.00150 0.08094 ± 0.00065 8.434 ± 0.073 % 87.961 ± 0.103 %
396 7.2023 ± 0.0573 0.06423 ± 0.00150 0.08094 ± 0.00065 8.436 ± 0.073 % 87.965 ± 0.102 %
397 7.2036 ± 0.0573 0.06416 ± 0.00150 0.08089 ± 0.00065 8.431 ± 0.073 % 87.974 ± 0.102 %
398 7.2079 ± 0.0572 0.06426 ± 0.00150 0.08089 ± 0.00065 8.430 ± 0.073 % 87.969 ± 0.102 %
399 7.2122 ± 0.0572 0.06444 ± 0.00150 0.08089 ± 0.00064 8.430 ± 0.073 % 87.969 ± 0.102 %
400 7.2049 ± 0.0571 0.06436 ± 0.00149 0.08084 ± 0.00064 8.426 ± 0.072 % 87.968 ± 0.102 %
401 7.1952 ± 0.0569 0.06431 ± 0.00149 0.08083 ± 0.00064 8.432 ± 0.072 % 87.967 ± 0.102 %
402 7.1871 ± 0.0568 0.06450 ± 0.00149 0.08105 ± 0.00064 8.458 ± 0.072 % 87.958 ± 0.102 %
403 7.1762 ± 0.0566 0.06473 ± 0.00149 0.08139 ± 0.00065 8.481 ± 0.072 % 87.947 ± 0.102 %
404 7.1767 ± 0.0565 0.06482 ± 0.00149 0.08144 ± 0.00064 8.481 ± 0.072 % 87.943 ± 0.101 %
405 7.1823 ± 0.0565 0.06466 ± 0.00149 0.08150 ± 0.00065 8.480 ± 0.072 % 87.934 ± 0.101 %
406 7.1867 ± 0.0565 0.06464 ± 0.00149 0.08152 ± 0.00064 8.476 ± 0.072 % 87.935 ± 0.101 %
407 7.1882 ± 0.0564 0.06474 ± 0.00149 0.08157 ± 0.00064 8.480 ± 0.072 % 87.927 ± 0.101 %
408 7.1876 ± 0.0563 0.06474 ± 0.00149 0.08156 ± 0.00064 8.478 ± 0.072 % 87.923 ± 0.101 %
409 7.1984 ± 0.0563 0.06472 ± 0.00149 0.08158 ± 0.00064 8.474 ± 0.072 % 87.914 ± 0.101 %
410 7.1969 ± 0.0562 0.06491 ± 0.00149 0.08188 ± 0.00064 8.492 ± 0.072 % 87.900 ± 0.101 %
411 7.1964 ± 0.0562 0.06509 ± 0.00149 0.08230 ± 0.00064 8.512 ± 0.071 % 87.875 ± 0.101 %
412 7.1928 ± 0.0561 0.06497 ± 0.00149 0.08228 ± 0.00064 8.513 ± 0.071 % 87.876 ± 0.101 %
413 7.1827 ± 0.0559 0.06496 ± 0.00148 0.08228 ± 0.00064 8.518 ± 0.071 % 87.874 ± 0.101 %
414 7.1794 ± 0.0558 0.06503 ± 0.00148 0.08250 ± 0.00064 8.530 ± 0.071 % 87.865 ± 0.100 %
415 7.1826 ± 0.0558 0.06513 ± 0.00148 0.08274 ± 0.00064 8.543 ± 0.071 % 87.850 ± 0.100 %
416 7.1834 ± 0.0557 0.06540 ± 0.00149 0.08328 ± 0.00065 8.558 ± 0.071 % 87.827 ± 0.100 %
417 7.1797 ± 0.0556 0.06534 ± 0.00149 0.08347 ± 0.00065 8.568 ± 0.071 % 87.817 ± 0.100 %
418 7.1716 ± 0.0554 0.06542 ± 0.00149 0.08375 ± 0.00065 8.582 ± 0.071 % 87.806 ± 0.100 %
419 7.1742 ± 0.0554 0.06555 ± 0.00149 0.08385 ± 0.00065 8.581 ± 0.071 % 87.793 ± 0.100 %
420 7.1672 ± 0.0553 0.06567 ± 0.00149 0.08400 ± 0.00066 8.596 ± 0.071 % 87.794 ± 0.100 %
421 7.1633 ± 0.0551 0.06599 ± 0.00149 0.08426 ± 0.00066 8.620 ± 0.071 % 87.777 ± 0.100 %
422 7.1596 ± 0.0550 0.06606 ± 0.00149 0.08469 ± 0.00066 8.649 ± 0.071 % 87.751 ± 0.100 %
423 7.1536 ± 0.0549 0.06611 ± 0.00149 0.08490 ± 0.00066 8.657 ± 0.071 % 87.740 ± 0.100 %
424 7.1560 ± 0.0549 0.06616 ± 0.00149 0.08502 ± 0.00066 8.659 ± 0.071 % 87.739 ± 0.100 %
425 7.1660 ± 0.0549 0.06658 ± 0.00149 0.08533 ± 0.00066 8.677 ± 0.071 % 87.724 ± 0.100 %
426 7.1696 ± 0.0549 0.06671 ± 0.00149 0.08548 ± 0.00066 8.686 ± 0.071 % 87.707 ± 0.100 %
427 7.1754 ± 0.0549 0.06691 ± 0.00149 0.08557 ± 0.00066 8.683 ± 0.071 % 87.702 ± 0.100 %
428 7.1655 ± 0.0547 0.06681 ± 0.00149 0.08550 ± 0.00066 8.680 ± 0.070 % 87.711 ± 0.099 %
429 7.1637 ± 0.0547 0.06690 ± 0.00149 0.08554 ± 0.00066 8.686 ± 0.070 % 87.714 ± 0.099 %
430 7.1658 ± 0.0546 0.06685 ± 0.00148 0.08546 ± 0.00066 8.683 ± 0.070 % 87.718 ± 0.099 %
431 7.1557 ± 0.0545 0.06678 ± 0.00148 0.08560 ± 0.00066 8.702 ± 0.070 % 87.716 ± 0.099 %
432 7.1547 ± 0.0544 0.06681 ± 0.00148 0.08564 ± 0.00066 8.708 ± 0.070 % 87.720 ± 0.099 %
433 7.1564 ± 0.0543 0.06670 ± 0.00148 0.08576 ± 0.00066 8.717 ± 0.070 % 87.718 ± 0.099 %
434 7.1562 ± 0.0543 0.06673 ± 0.00148 0.08581 ± 0.00066 8.711 ± 0.070 % 87.722 ± 0.099 %
435 7.1626 ± 0.0543 0.06661 ± 0.00148 0.08575 ± 0.00066 8.705 ± 0.070 % 87.729 ± 0.099 %
436 7.1613 ± 0.0542 0.06665 ± 0.00148 0.08570 ± 0.00066 8.707 ± 0.070 % 87.739 ± 0.098 %
437 7.1505 ± 0.0540 0.06672 ± 0.00147 0.08565 ± 0.00066 8.708 ± 0.070 % 87.748 ± 0.098 %
438 7.1558 ± 0.0540 0.06673 ± 0.00147 0.08563 ± 0.00066 8.706 ± 0.070 % 87.753 ± 0.098 %
439 7.1631 ± 0.0540 0.06709 ± 0.00147 0.08572 ± 0.00066 8.709 ± 0.070 % 87.749 ± 0.098 %
440 7.1658 ± 0.0540 0.06728 ± 0.00147 0.08578 ± 0.00066 8.718 ± 0.070 % 87.748 ± 0.098 %
441 7.1612 ± 0.0539 0.06732 ± 0.00147 0.08576 ± 0.00066 8.721 ± 0.070 % 87.752 ± 0.098 %
442 7.1595 ± 0.0539 0.06736 ± 0.00147 0.08575 ± 0.00065 8.719 ± 0.070 % 87.762 ± 0.098 %
443 7.1509 ± 0.0537 0.06743 ± 0.00146 0.08580 ± 0.00065 8.729 ± 0.070 % 87.751 ± 0.098 %
444 7.1498 ± 0.0536 0.06744 ± 0.00146 0.08576 ± 0.00065 8.727 ± 0.069 % 87.757 ± 0.097 %
445 7.1497 ± 0.0536 0.06756 ± 0.00146 0.08583 ± 0.00065 8.730 ± 0.069 % 87.762 ± 0.097 %
446 7.1501 ± 0.0535 0.06746 ± 0.00146 0.08579 ± 0.00065 8.724 ± 0.069 % 87.757 ± 0.097 %
447 7.1398 ± 0.0533 0.06740 ± 0.00146 0.08573 ± 0.00065 8.725 ± 0.069 % 87.769 ± 0.097 %
448 7.1419 ± 0.0533 0.06750 ± 0.00146 0.08576 ± 0.00065 8.725 ± 0.069 % 87.769 ± 0.097 %
449 7.1397 ± 0.0532 0.06747 ± 0.00146 0.08572 ± 0.00065 8.721 ± 0.069 % 87.768 ± 0.097 %
450 7.1390 ± 0.0532 0.06773 ± 0.00146 0.08586 ± 0.00065 8.726 ± 0.069 % 87.760 ± 0.097 %
451 7.1357 ± 0.0531 0.06788 ± 0.00146 0.08599 ± 0.00065 8.736 ± 0.069 % 87.756 ± 0.097 %
452 7.1303 ± 0.0530 0.06793 ± 0.00145 0.08606 ± 0.00065 8.738 ± 0.069 % 87.754 ± 0.097 %
453 7.1351 ± 0.0530 0.06802 ± 0.00145 0.08602 ± 0.00065 8.734 ± 0.069 % 87.757 ± 0.096 %
454 7.1406 ± 0.0530 0.06807 ± 0.00145 0.08597 ± 0.00065 8.729 ± 0.069 % 87.759 ± 0.096 %
455 7.1456 ± 0.0530 0.06788 ± 0.00145 0.08595 ± 0.00065 8.728 ± 0.069 % 87.745 ± 0.096 %
456 7.1564 ± 0.0530 0.06791 ± 0.00145 0.08596 ± 0.00065 8.725 ± 0.069 % 87.743 ± 0.096 %
457 7.1506 ± 0.0529 0.06796 ± 0.00145 0.08595 ± 0.00065 8.723 ± 0.069 % 87.750 ± 0.096 %
458 7.1504 ± 0.0528 0.06801 ± 0.00145 0.08599 ± 0.00065 8.724 ± 0.068 % 87.744 ± 0.096 %
459 7.1537 ± 0.0528 0.06809 ± 0.00144 0.08604 ± 0.00065 8.726 ± 0.068 % 87.740 ± 0.096 %
460 7.1603 ± 0.0528 0.06797 ± 0.00144 0.08609 ± 0.00064 8.726 ± 0.068 % 87.734 ± 0.096 %
461 7.1645 ± 0.0528 0.06792 ± 0.00144 0.08615 ± 0.00064 8.729 ± 0.068 % 87.731 ± 0.096 %
462 7.1683 ± 0.0528 0.06793 ± 0.00144 0.08613 ± 0.00064 8.725 ± 0.068 % 87.723 ± 0.096 %
463 7.1736 ± 0.0528 0.06802 ± 0.00144 0.08623 ± 0.00064 8.731 ± 0.068 % 87.724 ± 0.096 %
464 7.1785 ± 0.0527 0.06806 ± 0.00144 0.08624 ± 0.00064 8.729 ± 0.068 % 87.724 ± 0.095 %
465 7.1858 ± 0.0527 0.06804 ± 0.00144 0.08621 ± 0.00064 8.725 ± 0.068 % 87.726 ± 0.095 %
466 7.1941 ± 0.0528 0.06802 ± 0.00144 0.08620 ± 0.00064 8.721 ± 0.068 % 87.725 ± 0.095 %
467 7.1955 ± 0.0527 0.06802 ± 0.00143 0.08625 ± 0.00064 8.720 ± 0.068 % 87.729 ± 0.095 %
468 7.1929 ± 0.0526 0.06794 ± 0.00143 0.08626 ± 0.00064 8.714 ± 0.067 % 87.727 ± 0.095 %
469 7.1931 ± 0.0526 0.06801 ± 0.00143 0.08624 ± 0.00064 8.713 ± 0.067 % 87.727 ± 0.095 %
470 7.1884 ± 0.0525 0.06794 ± 0.00143 0.08621 ± 0.00064 8.710 ± 0.067 % 87.730 ± 0.095 %
471 7.1885 ± 0.0524 0.06791 ± 0.00143 0.08613 ± 0.00064 8.706 ± 0.067 % 87.728 ± 0.095 %
472 7.1959 ± 0.0525 0.06792 ± 0.00143 0.08607 ± 0.00063 8.701 ± 0.067 % 87.725 ± 0.095 %
473 7.1967 ± 0.0524 0.06790 ± 0.00142 0.08603 ± 0.00063 8.703 ± 0.067 % 87.728 ± 0.094 %
474 7.1904 ± 0.0523 0.06782 ± 0.00142 0.08596 ± 0.00063 8.700 ± 0.067 % 87.736 ± 0.094 %
475 7.1887 ± 0.0522 0.06775 ± 0.00142 0.08596 ± 0.00063 8.696 ± 0.067 % 87.740 ± 0.094 %
476 7.1848 ± 0.0522 0.06813 ± 0.00142 0.08635 ± 0.00064 8.734 ± 0.067 % 87.733 ± 0.094 %
477 7.1881 ± 0.0521 0.06792 ± 0.00142 0.08629 ± 0.00064 8.728 ± 0.067 % 87.740 ± 0.094 %
478 7.1994 ± 0.0522 0.06798 ± 0.00142 0.08626 ± 0.00064 8.726 ± 0.067 % 87.746 ± 0.094 %
479 7.2046 ± 0.0522 0.06808 ± 0.00142 0.08630 ± 0.00064 8.732 ± 0.067 % 87.749 ± 0.094 %
480 7.2087 ± 0.0522 0.06809 ± 0.00142 0.08629 ± 0.00064 8.730 ± 0.067 % 87.744 ± 0.094 %
481 7.2136 ± 0.0522 0.06815 ± 0.00142 0.08632 ± 0.00063 8.731 ± 0.067 % 87.743 ± 0.094 %
482 7.2112 ± 0.0521 0.06807 ± 0.00142 0.08626 ± 0.00063 8.729 ± 0.067 % 87.743 ± 0.094 %
483 7.2115 ± 0.0521 0.06797 ± 0.00141 0.08616 ± 0.00063 8.723 ± 0.067 % 87.752 ± 0.093 %
484 7.2104 ± 0.0520 0.06792 ± 0.00141 0.08609 ± 0.00063 8.719 ± 0.067 % 87.756 ± 0.093 %
485 7.2059 ± 0.0519 0.06798 ± 0.00141 0.08609 ± 0.00063 8.720 ± 0.067 % 87.757 ± 0.093 %
486 7.1973 ± 0.0518 0.06791 ± 0.00141 0.08603 ± 0.00063 8.718 ± 0.067 % 87.758 ± 0.093 %
487 7.1981 ± 0.0517 0.06793 ± 0.00141 0.08598 ± 0.00063 8.716 ± 0.067 % 87.767 ± 0.093 %
488 7.1928 ± 0.0516 0.06789 ± 0.00140 0.08592 ± 0.00063 8.713 ± 0.067 % 87.768 ± 0.093 %
489 7.1853 ± 0.0515 0.06783 ± 0.00140 0.08587 ± 0.00063 8.716 ± 0.067 % 87.778 ± 0.093 %
490 7.1815 ± 0.0514 0.06771 ± 0.00140 0.08577 ± 0.00063 8.709 ± 0.067 % 87.790 ± 0.093 %
491 7.1811 ± 0.0514 0.06764 ± 0.00140 0.08573 ± 0.00063 8.705 ± 0.066 % 87.789 ± 0.093 %
492 7.1775 ± 0.0513 0.06765 ± 0.00140 0.08565 ± 0.00063 8.704 ± 0.066 % 87.794 ± 0.092 %
493 7.1765 ± 0.0512 0.06756 ± 0.00139 0.08561 ± 0.00063 8.698 ± 0.066 % 87.800 ± 0.092 %
494 7.1847 ± 0.0513 0.06759 ± 0.00139 0.08561 ± 0.00063 8.698 ± 0.066 % 87.802 ± 0.092 %
495 7.1916 ± 0.0513 0.06758 ± 0.00139 0.08559 ± 0.00062 8.697 ± 0.066 % 87.795 ± 0.092 %
496 7.1854 ± 0.0512 0.06758 ± 0.00139 0.08558 ± 0.00062 8.698 ± 0.066 % 87.793 ± 0.092 %
497 7.1868 ± 0.0511 0.06748 ± 0.00139 0.08559 ± 0.00062 8.698 ± 0.066 % 87.796 ± 0.092 %
498 7.1841 ± 0.0511 0.06741 ± 0.00139 0.08553 ± 0.00062 8.695 ± 0.066 % 87.804 ± 0.092 %
499 7.1846 ± 0.0510 0.06747 ± 0.00139 0.08555 ± 0.00062 8.696 ± 0.066 % 87.796 ± 0.092 %
500 7.1969 ± 0.0511 0.06742 ± 0.00139 0.08551 ± 0.00062 8.694 ± 0.066 % 87.789 ± 0.092 %
501 7.1969 ± 0.0510 0.06743 ± 0.00138 0.08553 ± 0.00062 8.693 ± 0.066 % 87.784 ± 0.092 %
502 7.1970 ± 0.0510 0.06739 ± 0.00138 0.08549 ± 0.00062 8.690 ± 0.066 % 87.785 ± 0.092 %
503 7.1977 ± 0.0510 0.06738 ± 0.00138 0.08541 ± 0.00062 8.684 ± 0.065 % 87.793 ± 0.091 %
504 7.1964 ± 0.0509 0.06728 ± 0.00138 0.08533 ± 0.00062 8.679 ± 0.065 % 87.793 ± 0.091 %
505 7.1994 ± 0.0509 0.06726 ± 0.00138 0.08527 ± 0.00061 8.675 ± 0.065 % 87.797 ± 0.091 %
506 7.2008 ± 0.0508 0.06720 ± 0.00137 0.08525 ± 0.00061 8.673 ± 0.065 % 87.798 ± 0.091 %
507 7.1988 ± 0.0508 0.06712 ± 0.00137 0.08518 ± 0.00061 8.669 ± 0.065 % 87.806 ± 0.091 %
508 7.2071 ± 0.0508 0.06713 ± 0.00137 0.08512 ± 0.00061 8.663 ± 0.065 % 87.811 ± 0.091 %
509 7.1991 ± 0.0507 0.06710 ± 0.00137 0.08509 ± 0.00061 8.661 ± 0.065 % 87.816 ± 0.091 %
510 7.1966 ± 0.0506 0.06700 ± 0.00137 0.08502 ± 0.00061 8.656 ± 0.065 % 87.812 ± 0.091 %
511 7.1956 ± 0.0505 0.06698 ± 0.00137 0.08498 ± 0.00061 8.654 ± 0.065 % 87.810 ± 0.091 %
512 7.1941 ± 0.0505 0.06691 ± 0.00136 0.08495 ± 0.00061 8.650 ± 0.065 % 87.808 ± 0.091 %
513 7.1917 ± 0.0504 0.06689 ± 0.00136 0.08488 ± 0.00061 8.645 ± 0.065 % 87.807 ± 0.090 %
514 7.1846 ± 0.0503 0.06688 ± 0.00136 0.08482 ± 0.00061 8.642 ± 0.065 % 87.813 ± 0.090 %
515 7.1810 ± 0.0502 0.06689 ± 0.00136 0.08478 ± 0.00060 8.640 ± 0.064 % 87.815 ± 0.090 %
516 7.1823 ± 0.0502 0.06685 ± 0.00136 0.08470 ± 0.00060 8.636 ± 0.064 % 87.817 ± 0.090 %
517 7.1895 ± 0.0502 0.06683 ± 0.00135 0.08466 ± 0.00060 8.632 ± 0.064 % 87.820 ± 0.090 %
518 7.1866 ± 0.0501 0.06673 ± 0.00135 0.08461 ± 0.00060 8.630 ± 0.064 % 87.823 ± 0.090 %
519 7.1827 ± 0.0501 0.06673 ± 0.00135 0.08456 ± 0.00060 8.626 ± 0.064 % 87.824 ± 0.090 %
520 7.1839 ± 0.0500 0.06671 ± 0.00135 0.08453 ± 0.00060 8.622 ± 0.064 % 87.821 ± 0.090 %
521 7.1869 ± 0.0500 0.06665 ± 0.00135 0.08447 ± 0.00060 8.617 ± 0.064 % 87.819 ± 0.090 %
522 7.1926 ± 0.0500 0.06676 ± 0.00135 0.08446 ± 0.00060 8.617 ± 0.064 % 87.817 ± 0.090 %
523 7.1871 ± 0.0499 0.06671 ± 0.00134 0.08438 ± 0.00060 8.612 ± 0.064 % 87.825 ± 0.090 %
524 7.1871 ± 0.0499 0.06664 ± 0.00134 0.08432 ± 0.00060 8.610 ± 0.064 % 87.830 ± 0.089 %
525 7.1812 ± 0.0498 0.06692 ± 0.00134 0.08456 ± 0.00060 8.634 ± 0.064 % 87.826 ± 0.089 %
526 7.1793 ± 0.0497 0.06707 ± 0.00135 0.08473 ± 0.00060 8.638 ± 0.064 % 87.819 ± 0.089 %
527 7.1757 ± 0.0496 0.06696 ± 0.00134 0.08470 ± 0.00060 8.639 ± 0.064 % 87.824 ± 0.089 %
528 7.1801 ± 0.0496 0.06686 ± 0.00134 0.08465 ± 0.00059 8.634 ± 0.063 % 87.825 ± 0.089 %
529 7.1770 ± 0.0495 0.06686 ± 0.00134 0.08467 ± 0.00060 8.636 ± 0.064 % 87.832 ± 0.089 %
530 7.1735 ± 0.0495 0.06673 ± 0.00134 0.08470 ± 0.00060 8.635 ± 0.063 % 87.832 ± 0.089 %
531 7.1740 ± 0.0494 0.06671 ± 0.00134 0.08466 ± 0.00060 8.631 ± 0.063 % 87.833 ± 0.089 %
532 7.1726 ± 0.0494 0.06658 ± 0.00134 0.08464 ± 0.00060 8.626 ± 0.063 % 87.839 ± 0.089 %
533 7.1670 ± 0.0493 0.06653 ± 0.00134 0.08463 ± 0.00059 8.626 ± 0.063 % 87.845 ± 0.089 %
534 7.1700 ± 0.0493 0.06677 ± 0.00134 0.08487 ± 0.00060 8.648 ± 0.063 % 87.838 ± 0.089 %
535 7.1718 ± 0.0492 0.06669 ± 0.00134 0.08492 ± 0.00060 8.649 ± 0.063 % 87.836 ± 0.088 %
536 7.1736 ± 0.0492 0.06668 ± 0.00134 0.08493 ± 0.00060 8.646 ± 0.063 % 87.834 ± 0.088 %
537 7.1792 ± 0.0492 0.06656 ± 0.00134 0.08487 ± 0.00059 8.643 ± 0.063 % 87.834 ± 0.088 %
538 7.1800 ± 0.0492 0.06666 ± 0.00134 0.08523 ± 0.00062 8.653 ± 0.063 % 87.831 ± 0.088 %
539 7.1740 ± 0.0491 0.06665 ± 0.00134 0.08521 ± 0.00062 8.650 ± 0.063 % 87.829 ± 0.088 %
540 7.1793 ± 0.0491 0.06662 ± 0.00133 0.08516 ± 0.00061 8.648 ± 0.063 % 87.835 ± 0.088 %
541 7.1796 ± 0.0491 0.06654 ± 0.00133 0.08517 ± 0.00061 8.648 ± 0.063 % 87.837 ± 0.088 %
542 7.1835 ± 0.0491 0.06661 ± 0.00133 0.08512 ± 0.00061 8.643 ± 0.063 % 87.836 ± 0.088 %
543 7.1788 ± 0.0490 0.06655 ± 0.00133 0.08513 ± 0.00061 8.642 ± 0.063 % 87.832 ± 0.088 %
544 7.1672 ± 0.0488 0.06648 ± 0.00133 0.08507 ± 0.00061 8.643 ± 0.063 % 87.840 ± 0.088 %
545 7.1587 ± 0.0487 0.06647 ± 0.00133 0.08500 ± 0.00061 8.640 ± 0.063 % 87.849 ± 0.088 %
546 7.1631 ± 0.0487 0.06635 ± 0.00133 0.08498 ± 0.00061 8.636 ± 0.063 % 87.842 ± 0.088 %
547 7.1563 ± 0.0486 0.06628 ± 0.00132 0.08493 ± 0.00061 8.633 ± 0.062 % 87.849 ± 0.087 %
548 7.1499 ± 0.0485 0.06628 ± 0.00132 0.08486 ± 0.00061 8.630 ± 0.062 % 87.856 ± 0.087 %
549 7.1395 ± 0.0484 0.06624 ± 0.00132 0.08482 ± 0.00061 8.631 ± 0.062 % 87.862 ± 0.087 %
550 7.1265 ± 0.0482 0.06616 ± 0.00132 0.08474 ± 0.00061 8.628 ± 0.062 % 87.873 ± 0.087 %
551 7.1234 ± 0.0482 0.06612 ± 0.00132 0.08470 ± 0.00060 8.625 ± 0.062 % 87.870 ± 0.087 %
552 7.1272 ± 0.0482 0.06605 ± 0.00132 0.08465 ± 0.00060 8.621 ± 0.062 % 87.872 ± 0.087 %
553 7.1340 ± 0.0482 0.06597 ± 0.00131 0.08460 ± 0.00060 8.616 ± 0.062 % 87.864 ± 0.087 %
554 7.1347 ± 0.0481 0.06589 ± 0.00131 0.08457 ± 0.00060 8.612 ± 0.062 % 87.866 ± 0.087 %
555 7.1418 ± 0.0482 0.06588 ± 0.00131 0.08452 ± 0.00060 8.609 ± 0.062 % 87.871 ± 0.087 %
556 7.1461 ± 0.0481 0.06577 ± 0.00131 0.08450 ± 0.00060 8.606 ± 0.062 % 87.868 ± 0.087 %
557 7.1504 ± 0.0481 0.06566 ± 0.00131 0.08446 ± 0.00060 8.603 ± 0.062 % 87.873 ± 0.087 %
558 7.1542 ± 0.0481 0.06567 ± 0.00131 0.08438 ± 0.00060 8.598 ± 0.062 % 87.878 ± 0.087 %
559 7.1631 ± 0.0482 0.06563 ± 0.00131 0.08443 ± 0.00060 8.596 ± 0.062 % 87.873 ± 0.086 %
560 7.1691 ± 0.0482 0.06561 ± 0.00130 0.08441 ± 0.00060 8.591 ± 0.062 % 87.870 ± 0.086 %
561 7.1767 ± 0.0482 0.06564 ± 0.00130 0.08438 ± 0.00060 8.588 ± 0.062 % 87.868 ± 0.086 %
562 7.1720 ± 0.0481 0.06543 ± 0.00130 0.08441 ± 0.00060 8.587 ± 0.061 % 87.874 ± 0.086 %
563 7.1743 ± 0.0481 0.06547 ± 0.00130 0.08441 ± 0.00059 8.585 ± 0.061 % 87.878 ± 0.086 %
564 7.1669 ± 0.0480 0.06566 ± 0.00130 0.08465 ± 0.00060 8.607 ± 0.061 % 87.868 ± 0.086 %
565 7.1699 ± 0.0479 0.06577 ± 0.00130 0.08492 ± 0.00060 8.618 ± 0.061 % 87.854 ± 0.086 %
566 7.1648 ± 0.0479 0.06586 ± 0.00130 0.08490 ± 0.00060 8.616 ± 0.061 % 87.863 ± 0.086 %
567 7.1678 ± 0.0478 0.06577 ± 0.00130 0.08486 ± 0.00060 8.612 ± 0.061 % 87.866 ± 0.086 %
568 7.1695 ± 0.0478 0.06580 ± 0.00130 0.08498 ± 0.00060 8.623 ± 0.061 % 87.860 ± 0.086 %
569 7.1721 ± 0.0478 0.06591 ± 0.00130 0.08501 ± 0.00060 8.623 ± 0.061 % 87.854 ± 0.086 %
570 7.1684 ± 0.0477 0.06597 ± 0.00130 0.08503 ± 0.00060 8.622 ± 0.061 % 87.853 ± 0.086 %
571 7.1672 ± 0.0477 0.06591 ± 0.00130 0.08499 ± 0.00059 8.619 ± 0.061 % 87.860 ± 0.086 %
572 7.1736 ± 0.0477 0.06585 ± 0.00130 0.08500 ± 0.00059 8.616 ± 0.061 % 87.860 ± 0.086 %
573 7.1691 ± 0.0476 0.06579 ± 0.00130 0.08499 ± 0.00059 8.617 ± 0.061 % 87.862 ± 0.085 %
574 7.1723 ± 0.0476 0.06582 ± 0.00129 0.08495 ± 0.00059 8.612 ± 0.061 % 87.862 ± 0.085 %
575 7.1717 ± 0.0475 0.06573 ± 0.00129 0.08488 ± 0.00059 8.607 ± 0.061 % 87.868 ± 0.085 %
576 7.1788 ± 0.0476 0.06581 ± 0.00129 0.08489 ± 0.00059 8.606 ± 0.061 % 87.859 ± 0.085 %
577 7.1821 ± 0.0475 0.06581 ± 0.00129 0.08484 ± 0.00059 8.604 ± 0.061 % 87.860 ± 0.085 %
578 7.1892 ± 0.0476 0.06587 ± 0.00129 0.08483 ± 0.00059 8.600 ± 0.061 % 87.860 ± 0.085 %
579 7.1806 ± 0.0475 0.06585 ± 0.00129 0.08481 ± 0.00059 8.603 ± 0.061 % 87.867 ± 0.085 %
580 7.1773 ± 0.0474 0.06588 ± 0.00129 0.08485 ± 0.00059 8.609 ± 0.061 % 87.866 ± 0.085 %
====== Perplexity statistics ======
Mean PPL(Q) : 7.177309 ± 0.047398
Mean PPL(base) : 6.719732 ± 0.043645
Cor(ln(PPL(Q)), ln(PPL(base))): 98.08%
Mean ln(PPL(Q)/PPL(base)) : 0.065876 ± 0.001287
Mean PPL(Q)/PPL(base) : 1.068095 ± 0.001375
Mean PPL(Q)-PPL(base) : 0.457577 ± 0.009666
====== KL divergence statistics ======
Mean KLD: 0.084848 ± 0.000588
Maximum KLD: 15.531703
99.9% KLD: 2.878893
99.0% KLD: 0.929775
95.0% KLD: 0.307979
90.0% KLD: 0.178682
Median KLD: 0.032952
10.0% KLD: 0.000927
5.0% KLD: 0.000262
1.0% KLD: 0.000037
0.1% KLD: 0.000004
Minimum KLD: -0.000010
====== Token probability statistics ======
Mean Δp: -1.198 ± 0.022 %
Maximum Δp: 95.605%
99.9% Δp: 43.565%
99.0% Δp: 18.611%
95.0% Δp: 8.041%
90.0% Δp: 4.388%
75.0% Δp: 0.645%
Median Δp: -0.051%
25.0% Δp: -1.985%
10.0% Δp: -7.317%
5.0% Δp: -12.891%
1.0% Δp: -35.314%
0.1% Δp: -77.911%
Minimum Δp: -99.840%
RMS Δp : 8.609 ± 0.061 %
Same top p: 87.866 ± 0.085 %
llama_perf_context_print: load time = 5838.72 ms
llama_perf_context_print: prompt eval time = 35880.52 ms / 296960 tokens ( 0.12 ms per token, 8276.36 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 = 73098.45 ms / 296961 tokens
llama_perf_context_print: graphs reused = 35
llama_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
llama_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92959 + (3426 = 1825 + 183 + 1417) + 864 |
llama_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93337 + (3047 = 1520 + 150 + 1377) + 864 |
llama_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93359 + (3024 = 1515 + 132 + 1377) + 865 |
llama_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93337 + (3047 = 1520 + 150 + 1377) + 864 |
llama_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93337 + (3047 = 1520 + 150 + 1377) + 864 |
llama_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93337 + (3047 = 1520 + 150 + 1377) + 864 |
llama_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 93359 + (3024 = 1515 + 132 + 1377) + 865 |
llama_memory_breakdown_print: | - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 86413 + (9970 = 1613 + 116 + 8241) + 865 |
llama_memory_breakdown_print: | - Host | 591 = 397 + 0 + 193 |
