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Qwen3.5-397B-A17B-GGUF

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  1. .gitattributes +96 -0
  2. IQ2_S/Qwen3.5-397B-A17B-IQ2_S-00001-of-00004.gguf +3 -0
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README.md ADDED
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+ ---
2
+ base_model:
3
+ - Qwen/Qwen3.5-397B-A17B
4
+ ---
5
+ ## Updates
6
+ ### 3/10/2026
7
+ I've uploaded new quants using the new fused Up + Gate conversion, this offers up to a +10% boost in prompt processing speed from my testing.
8
+
9
+ ## Description
10
+ This repo contains specialized MoE-quants for Qwen3.5-397B-A17B. The idea being that given the huge size of the FFN tensors compared to the rest of the tensors in the model,
11
+ it should be possible to achieve a better quality while keeping the overall size of the entire model smaller compared to a similar naive quantization.
12
+ To that end, the quantization type default is kept in high quality and the FFN UP + FFN GATE tensors are quanted down along with the FFN DOWN tensors.
13
+
14
+ | Quant | Size | Mixture | PPL | 1-(Mean PPL(Q)/PPL(base)) | KLD |
15
+ | :--------- | :--------- | :------- | :------- | :------- | :------- |
16
+ | Q5_K_M | 273.55 GiB (5.93 BPW) | Q8_0 / Q5_K / Q5_K / Q6_K | 3.487363 ± 0.018840 | +0.0612% | 0.004294 ± 0.000037 |
17
+ | Q4_K_M | 227.61 GiB (4.93 BPW) | Q8_0 / Q4_K / Q4_K / Q5_K | 3.495358 ± 0.018894 | +0.2905% | 0.008455 ± 0.000072 |
18
+ | IQ4_XS | 176.99 GiB (3.84 BPW) | Q8_0 / IQ3_S / IQ3_S / IQ4_XS | 3.542012 ± 0.019134 | +1.6292% | 0.022699 ± 0.000189 |
19
+ | IQ3_S | 136.38 GiB (2.96 BPW) | Q6_K / IQ2_S / IQ2_S / IQ3_S | 3.670508 ± 0.020012 | +5.3160% | 0.064515 ± 0.000505 |
20
+ | IQ2_XS | 123.22 GiB (2.67 BPW) | Q6_K / IQ2_XS / IQ2_XS / IQ3_XXS | 3.777378 ± 0.020737 | +8.3824% | 0.093718 ± 0.000714 |
21
+ | IQ2_XXS | 113.95 GiB (2.47 BPW) | Q4_K / IQ2_XXS / IQ2_XXS / IQ3_XXS | 3.879226 ± 0.021468 | +11.3047% | 0.126000 ± 0.000893 |
22
+
23
+ ![kld_graph](kld_data/01_kld_vs_filesize.png "Chart showing Pareto KLD analysis of quants")
24
+ ![ppl_graph](kld_data/02_ppl_vs_filesize.png "Chart showing Pareto PPL analysis of quants")
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kld_data/aes_sedai/Qwen3.5-397B-A17B-IQ2_S.md ADDED
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+ ### Qwen3.5-397B-A17B-IQ2_XS (aes_sedai)
2
+
3
+ ```txt
4
+ /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-Qwen3.5-397B-A17B-Q8_0-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/Qwen3.5-397B-A17B-GGUF-2/aes_sedai/Qwen3.5-397B-A17B-IQ2_XS.gguf
5
+ ggml_cuda_init: found 2 CUDA devices (Total VRAM: 194500 MiB):
6
+ Device 0: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
7
+ Device 1: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
8
+ build: 8367 (88915cb55) with GNU 15.2.1 for Linux x86_64
9
+ 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
10
+ llama_params_fit_impl: projected memory use with initial parameters [MiB]:
11
+ llama_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 69286 used, 25813 free vs. target of 1024
12
+ llama_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 71593 used, 23704 free vs. target of 1024
13
+ llama_params_fit_impl: projected to use 140880 MiB of device memory vs. 190397 MiB of free device memory
14
+ llama_params_fit_impl: targets for free memory can be met on all devices, no changes needed
15
+ llama_params_fit: successfully fit params to free device memory
16
+ llama_params_fit: fitting params to free memory took 6.05 seconds
17
+ llama_model_load_from_file_impl: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96689 MiB free
18
+ llama_model_load_from_file_impl: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96689 MiB free
19
+ llama_model_loader: loaded meta data with 51 key-value pairs and 1038 tensors from /mnt/srv/snowdrift/gguf/Qwen3.5-397B-A17B-GGUF-2/aes_sedai/Qwen3.5-397B-A17B-IQ2_XS.gguf (version GGUF V3 (latest))
20
+ llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
21
+ llama_model_loader: - kv 0: general.architecture str = qwen35moe
22
+ llama_model_loader: - kv 1: general.type str = model
23
+ llama_model_loader: - kv 2: general.sampling.top_k i32 = 20
24
+ llama_model_loader: - kv 3: general.sampling.top_p f32 = 0.950000
25
+ llama_model_loader: - kv 4: general.sampling.temp f32 = 0.600000
26
+ llama_model_loader: - kv 5: general.name str = Qwen3.5 397B A17B
27
+ llama_model_loader: - kv 6: general.basename str = Qwen3.5
28
+ llama_model_loader: - kv 7: general.size_label str = 397B-A17B
29
+ llama_model_loader: - kv 8: general.license str = apache-2.0
30
+ llama_model_loader: - kv 9: general.license.link str = https://huggingface.co/Qwen/Qwen3.5-3...
31
+ llama_model_loader: - kv 10: general.tags arr[str,1] = ["image-text-to-text"]
32
+ llama_model_loader: - kv 11: qwen35moe.block_count u32 = 60
33
+ llama_model_loader: - kv 12: qwen35moe.context_length u32 = 262144
34
+ llama_model_loader: - kv 13: qwen35moe.embedding_length u32 = 4096
35
+ llama_model_loader: - kv 14: qwen35moe.attention.head_count u32 = 32
36
+ llama_model_loader: - kv 15: qwen35moe.attention.head_count_kv u32 = 2
37
+ llama_model_loader: - kv 16: qwen35moe.rope.dimension_sections arr[i32,4] = [11, 11, 10, 0]
38
+ llama_model_loader: - kv 17: qwen35moe.rope.freq_base f32 = 10000000.000000
39
+ llama_model_loader: - kv 18: qwen35moe.attention.layer_norm_rms_epsilon f32 = 0.000001
40
+ llama_model_loader: - kv 19: qwen35moe.expert_count u32 = 512
41
+ llama_model_loader: - kv 20: qwen35moe.expert_used_count u32 = 10
42
+ llama_model_loader: - kv 21: qwen35moe.attention.key_length u32 = 256
43
+ llama_model_loader: - kv 22: qwen35moe.attention.value_length u32 = 256
44
+ llama_model_loader: - kv 23: qwen35moe.expert_feed_forward_length u32 = 1024
45
+ llama_model_loader: - kv 24: qwen35moe.expert_shared_feed_forward_length u32 = 1024
46
+ llama_model_loader: - kv 25: qwen35moe.ssm.conv_kernel u32 = 4
47
+ llama_model_loader: - kv 26: qwen35moe.ssm.state_size u32 = 128
48
+ llama_model_loader: - kv 27: qwen35moe.ssm.group_count u32 = 16
49
+ llama_model_loader: - kv 28: qwen35moe.ssm.time_step_rank u32 = 64
50
+ llama_model_loader: - kv 29: qwen35moe.ssm.inner_size u32 = 8192
51
+ llama_model_loader: - kv 30: qwen35moe.full_attention_interval u32 = 4
52
+ llama_model_loader: - kv 31: qwen35moe.rope.dimension_count u32 = 64
53
+ llama_model_loader: - kv 32: tokenizer.ggml.model str = gpt2
54
+ llama_model_loader: - kv 33: tokenizer.ggml.pre str = qwen35
55
+ llama_model_loader: - kv 34: tokenizer.ggml.tokens arr[str,248320] = ["!", "\"", "#", "$", "%", "&", "'", ...
56
+ llama_model_loader: - kv 35: tokenizer.ggml.token_type arr[i32,248320] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
57
+ llama_model_loader: - kv 36: tokenizer.ggml.merges arr[str,247587] = ["Ġ Ġ", "ĠĠ ĠĠ", "i n", "Ġ t",...
58
+ llama_model_loader: - kv 37: tokenizer.ggml.eos_token_id u32 = 248046
59
+ llama_model_loader: - kv 38: tokenizer.ggml.padding_token_id u32 = 248044
60
+ llama_model_loader: - kv 39: tokenizer.ggml.add_bos_token bool = false
61
+ llama_model_loader: - kv 40: tokenizer.chat_template str = {%- set image_count = namespace(value...
62
+ llama_model_loader: - kv 41: general.quantization_version u32 = 2
63
+ llama_model_loader: - kv 42: general.file_type u32 = 18
64
+ llama_model_loader: - kv 43: MoE_Quantization.ffn_up_exps str = IQ2_XS
65
+ llama_model_loader: - kv 44: MoE_Quantization.ffn_gate_exps str = IQ2_XS
66
+ llama_model_loader: - kv 45: MoE_Quantization.ffn_down_exps str = IQ3_XXS
67
+ llama_model_loader: - kv 46: MoE_Quantization.type_default str = Q6_K
68
+ llama_model_loader: - kv 47: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/Qwen3.5-397B-...
69
+ llama_model_loader: - kv 48: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati...
70
+ llama_model_loader: - kv 49: quantize.imatrix.entries_count u32 = 705
71
+ llama_model_loader: - kv 50: quantize.imatrix.chunks_count u32 = 50
72
+ llama_model_loader: - type f32: 496 tensors
73
+ llama_model_loader: - type q6_K: 422 tensors
74
+ llama_model_loader: - type iq2_xs: 60 tensors
75
+ llama_model_loader: - type iq3_xxs: 60 tensors
76
+ print_info: file format = GGUF V3 (latest)
77
+ print_info: file type = Q6_K
78
+ print_info: file size = 123.22 GiB (2.67 BPW)
79
+ load: 0 unused tokens
80
+ load: printing all EOG tokens:
81
+ load: - 248044 ('<|endoftext|>')
82
+ load: - 248046 ('<|im_end|>')
83
+ load: - 248063 ('<|fim_pad|>')
84
+ load: - 248064 ('<|repo_name|>')
85
+ load: - 248065 ('<|file_sep|>')
86
+ load: special tokens cache size = 33
87
+ load: token to piece cache size = 1.7581 MB
88
+ print_info: arch = qwen35moe
89
+ print_info: vocab_only = 0
90
+ print_info: no_alloc = 0
91
+ print_info: n_ctx_train = 262144
92
+ print_info: n_embd = 4096
93
+ print_info: n_embd_inp = 4096
94
+ print_info: n_layer = 60
95
+ print_info: n_head = 32
96
+ print_info: n_head_kv = 2
97
+ print_info: n_rot = 64
98
+ print_info: n_swa = 0
99
+ print_info: is_swa_any = 0
100
+ print_info: n_embd_head_k = 256
101
+ print_info: n_embd_head_v = 256
102
+ print_info: n_gqa = 16
103
+ print_info: n_embd_k_gqa = 512
104
+ print_info: n_embd_v_gqa = 512
105
+ print_info: f_norm_eps = 0.0e+00
106
+ print_info: f_norm_rms_eps = 1.0e-06
107
+ print_info: f_clamp_kqv = 0.0e+00
108
+ print_info: f_max_alibi_bias = 0.0e+00
109
+ print_info: f_logit_scale = 0.0e+00
110
+ print_info: f_attn_scale = 0.0e+00
111
+ print_info: n_ff = 0
112
+ print_info: n_expert = 512
113
+ print_info: n_expert_used = 10
114
+ print_info: n_expert_groups = 0
115
+ print_info: n_group_used = 0
116
+ print_info: causal attn = 1
117
+ print_info: pooling type = 0
118
+ print_info: rope type = 40
119
+ print_info: rope scaling = linear
120
+ print_info: freq_base_train = 10000000.0
121
+ print_info: freq_scale_train = 1
122
+ print_info: n_ctx_orig_yarn = 262144
123
+ print_info: rope_yarn_log_mul = 0.0000
124
+ print_info: rope_finetuned = unknown
125
+ print_info: mrope sections = [11, 11, 10, 0]
126
+ print_info: ssm_d_conv = 4
127
+ print_info: ssm_d_inner = 8192
128
+ print_info: ssm_d_state = 128
129
+ print_info: ssm_dt_rank = 64
130
+ print_info: ssm_n_group = 16
131
+ print_info: ssm_dt_b_c_rms = 0
132
+ print_info: model type = 397B.A17B
133
+ print_info: model params = 396.35 B
134
+ print_info: general.name = Qwen3.5 397B A17B
135
+ print_info: vocab type = BPE
136
+ print_info: n_vocab = 248320
137
+ print_info: n_merges = 247587
138
+ print_info: BOS token = 11 ','
139
+ print_info: EOS token = 248046 '<|im_end|>'
140
+ print_info: EOT token = 248046 '<|im_end|>'
141
+ print_info: PAD token = 248044 '<|endoftext|>'
142
+ print_info: LF token = 198 'Ċ'
143
+ print_info: FIM PRE token = 248060 '<|fim_prefix|>'
144
+ print_info: FIM SUF token = 248062 '<|fim_suffix|>'
145
+ print_info: FIM MID token = 248061 '<|fim_middle|>'
146
+ print_info: FIM PAD token = 248063 '<|fim_pad|>'
147
+ print_info: FIM REP token = 248064 '<|repo_name|>'
148
+ print_info: FIM SEP token = 248065 '<|file_sep|>'
149
+ print_info: EOG token = 248044 '<|endoftext|>'
150
+ print_info: EOG token = 248046 '<|im_end|>'
151
+ print_info: EOG token = 248063 '<|fim_pad|>'
152
+ print_info: EOG token = 248064 '<|repo_name|>'
153
+ print_info: EOG token = 248065 '<|file_sep|>'
154
+ print_info: max token length = 256
155
+ load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false)
156
+ load_tensors: offloading output layer to GPU
157
+ load_tensors: offloading 59 repeating layers to GPU
158
+ load_tensors: offloaded 61/61 layers to GPU
159
+ load_tensors: CPU_Mapped model buffer size = 795.70 MiB
160
+ load_tensors: CUDA0 model buffer size = 64375.29 MiB
161
+ load_tensors: CUDA1 model buffer size = 61001.45 MiB
162
+ ....................................................................................................
163
+ common_init_result: added <|endoftext|> logit bias = -inf
164
+ common_init_result: added <|im_end|> logit bias = -inf
165
+ common_init_result: added <|fim_pad|> logit bias = -inf
166
+ common_init_result: added <|repo_name|> logit bias = -inf
167
+ common_init_result: added <|file_sep|> logit bias = -inf
168
+ llama_context: constructing llama_context
169
+ llama_context: n_seq_max = 16
170
+ llama_context: n_ctx = 8192
171
+ llama_context: n_ctx_seq = 512
172
+ llama_context: n_batch = 8192
173
+ llama_context: n_ubatch = 8192
174
+ llama_context: causal_attn = 1
175
+ llama_context: flash_attn = enabled
176
+ llama_context: kv_unified = false
177
+ llama_context: freq_base = 10000000.0
178
+ llama_context: freq_scale = 1
179
+ llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
180
+ llama_context: CUDA_Host output buffer size = 15.16 MiB
181
+ llama_kv_cache: CUDA0 KV buffer size = 112.00 MiB
182
+ llama_kv_cache: CUDA1 KV buffer size = 128.00 MiB
183
+ llama_kv_cache: size = 240.00 MiB ( 512 cells, 15 layers, 16/16 seqs), K (f16): 120.00 MiB, V (f16): 120.00 MiB
184
+ llama_memory_recurrent: CUDA0 RS buffer size = 1590.00 MiB
185
+ llama_memory_recurrent: CUDA1 RS buffer size = 1391.25 MiB
186
+ llama_memory_recurrent: size = 2981.25 MiB ( 16 cells, 60 layers, 16 seqs), R (f32): 101.25 MiB, S (f32): 2880.00 MiB
187
+ llama_context: pipeline parallelism enabled
188
+ llama_context: graph reuse is currently not compatible with pipeline parallelism - disabling
189
+ sched_reserve: reserving ...
190
+ sched_reserve: resolving fused Gated Delta Net support:
191
+ sched_reserve: fused Gated Delta Net (autoregressive) enabled
192
+ sched_reserve: fused Gated Delta Net (chunked) enabled
193
+ sched_reserve: CUDA0 compute buffer size = 3209.00 MiB
194
+ sched_reserve: CUDA1 compute buffer size = 8561.13 MiB
195
+ sched_reserve: CUDA_Host compute buffer size = 321.25 MiB
196
+ sched_reserve: graph nodes = 5919
197
+ sched_reserve: graph splits = 3
198
+ sched_reserve: reserve took 767.49 ms, sched copies = 4
199
+ common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)
200
+
201
+ 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 |
202
+ kl_divergence: computing over 580 chunks, n_ctx=512, batch_size=8192, n_seq=16
203
+ kl_divergence: 8.59 seconds per pass - ETA 5.18 minutes
204
+
205
+ chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
206
+ 1 3.3650 ± 0.4369 0.04688 ± 0.03103 0.07179 ± 0.01410 8.817 ± 1.444 % 91.373 ± 1.762 %
207
+ 2 4.6171 ± 0.5014 0.03421 ± 0.02144 0.06855 ± 0.00926 8.262 ± 1.033 % 90.392 ± 1.306 %
208
+ 3 3.4267 ± 0.2884 0.03924 ± 0.01590 0.06897 ± 0.00752 9.854 ± 0.888 % 92.288 ± 0.965 %
209
+ 4 2.7401 ± 0.1792 0.06155 ± 0.01484 0.09106 ± 0.00814 12.139 ± 0.765 % 92.059 ± 0.847 %
210
+ 5 2.4645 ± 0.1338 0.09565 ± 0.01406 0.10530 ± 0.00806 14.058 ± 0.738 % 91.843 ± 0.767 %
211
+ 6 2.3523 ± 0.1109 0.12793 ± 0.01467 0.13526 ± 0.00886 16.651 ± 0.722 % 90.915 ± 0.735 %
212
+ 7 2.3735 ± 0.1037 0.14877 ± 0.01487 0.15672 ± 0.00953 17.681 ± 0.660 % 89.804 ± 0.716 %
213
+ 8 2.2811 ± 0.0907 0.15904 ± 0.01402 0.16891 ± 0.00968 18.602 ± 0.641 % 89.804 ± 0.670 %
214
+ 9 2.2730 ± 0.0837 0.17573 ± 0.01381 0.18581 ± 0.00961 19.496 ± 0.605 % 89.150 ± 0.649 %
215
+ 10 2.2930 ± 0.0794 0.18764 ± 0.01381 0.20023 ± 0.00945 20.102 ± 0.577 % 88.824 ± 0.624 %
216
+ 11 2.2257 ± 0.0714 0.19181 ± 0.01334 0.20817 ± 0.00925 20.499 ± 0.547 % 88.414 ± 0.604 %
217
+ 12 2.3802 ± 0.0763 0.18012 ± 0.01243 0.19582 ± 0.00854 19.754 ± 0.524 % 88.824 ± 0.570 %
218
+ 13 2.4677 ± 0.0770 0.18601 ± 0.01229 0.20479 ± 0.00833 19.821 ± 0.499 % 87.964 ± 0.565 %
219
+ 14 2.4956 ± 0.0750 0.17478 ± 0.01150 0.19264 ± 0.00778 19.162 ± 0.481 % 88.235 ± 0.539 %
220
+ 15 2.6234 ± 0.0775 0.16385 ± 0.01083 0.18189 ± 0.00729 18.548 ± 0.466 % 88.601 ± 0.514 %
221
+ 16 2.7637 ± 0.0812 0.15496 ± 0.01022 0.17300 ± 0.00687 18.002 ± 0.451 % 88.750 ± 0.495 %
222
+ 17 2.7416 ± 0.0775 0.14695 ± 0.00967 0.16385 ± 0.00649 17.491 ± 0.438 % 88.973 ± 0.476 %
223
+ 18 2.8717 ± 0.0806 0.14171 ± 0.00920 0.15655 ± 0.00614 17.038 ± 0.426 % 89.281 ± 0.457 %
224
+ 19 2.9207 ± 0.0807 0.13588 ± 0.00880 0.15057 ± 0.00584 16.676 ± 0.414 % 89.432 ± 0.442 %
225
+ 20 2.9394 ± 0.0791 0.13166 ± 0.00854 0.14832 ± 0.00557 16.412 ± 0.401 % 89.235 ± 0.434 %
226
+ 21 2.9083 ± 0.0757 0.13012 ± 0.00823 0.14571 ± 0.00533 16.189 ± 0.388 % 89.318 ± 0.422 %
227
+ 22 2.9535 ± 0.0757 0.12719 ± 0.00793 0.14190 ± 0.00511 15.920 ± 0.378 % 89.412 ± 0.411 %
228
+ 23 2.8817 ± 0.0714 0.12554 ± 0.00768 0.13900 ± 0.00491 15.770 ± 0.368 % 89.548 ± 0.400 %
229
+ 24 2.8226 ± 0.0677 0.12166 ± 0.00742 0.13471 ± 0.00473 15.497 ± 0.360 % 89.673 ± 0.389 %
230
+ 25 2.8088 ± 0.0659 0.11717 ± 0.00721 0.13208 ± 0.00455 15.322 ± 0.351 % 89.788 ± 0.379 %
231
+ 26 2.7777 ± 0.0633 0.11422 ± 0.00698 0.12948 ± 0.00439 15.168 ± 0.342 % 89.834 ± 0.371 %
232
+ 27 2.7588 ± 0.0614 0.11284 ± 0.00683 0.12751 ± 0.00425 15.037 ± 0.334 % 89.877 ± 0.364 %
233
+ 28 2.7654 ± 0.0606 0.11171 ± 0.00669 0.12663 ± 0.00412 14.892 ± 0.326 % 89.846 ± 0.357 %
234
+ 29 2.8147 ± 0.0612 0.10944 ± 0.00651 0.12428 ± 0.00398 14.697 ± 0.320 % 89.912 ± 0.350 %
235
+ 30 2.8014 ± 0.0596 0.10993 ± 0.00638 0.12447 ± 0.00390 14.734 ± 0.312 % 89.752 ± 0.347 %
236
+ 31 2.8067 ± 0.0585 0.10694 ± 0.00622 0.12273 ± 0.00379 14.590 ± 0.306 % 89.766 ± 0.341 %
237
+ 32 2.8562 ± 0.0594 0.10505 ± 0.00606 0.12013 ± 0.00368 14.384 ± 0.301 % 89.877 ± 0.334 %
238
+ 33 2.8769 ± 0.0590 0.10205 ± 0.00593 0.11784 ± 0.00357 14.205 ± 0.296 % 89.863 ± 0.329 %
239
+ 34 2.9137 ± 0.0592 0.10091 ± 0.00579 0.11592 ± 0.00347 14.051 ± 0.291 % 89.815 ± 0.325 %
240
+ 35 2.9755 ± 0.0600 0.09954 ± 0.00568 0.11459 ± 0.00338 13.893 ± 0.286 % 89.737 ± 0.321 %
241
+ 36 3.0631 ± 0.0616 0.09856 ± 0.00556 0.11290 ± 0.00329 13.736 ± 0.282 % 89.662 ± 0.318 %
242
+ 37 3.1196 ± 0.0622 0.09683 ± 0.00546 0.11185 ± 0.00321 13.631 ± 0.277 % 89.560 ± 0.315 %
243
+ 38 3.1444 ± 0.0621 0.09560 ± 0.00535 0.10998 ± 0.00313 13.489 ± 0.273 % 89.659 ± 0.309 %
244
+ 39 3.1931 ± 0.0628 0.09408 ± 0.00523 0.10800 ± 0.00305 13.341 ± 0.269 % 89.693 ± 0.305 %
245
+ 40 3.2457 ± 0.0638 0.09248 ± 0.00512 0.10615 ± 0.00298 13.210 ± 0.265 % 89.745 ± 0.300 %
246
+ 41 3.2840 ± 0.0640 0.09099 ± 0.00502 0.10447 ± 0.00291 13.072 ± 0.262 % 89.813 ± 0.296 %
247
+ 42 3.3466 ± 0.0650 0.08939 ± 0.00492 0.10283 ± 0.00285 12.934 ± 0.258 % 89.841 ± 0.292 %
248
+ 43 3.3767 ± 0.0650 0.08703 ± 0.00484 0.10134 ± 0.00278 12.816 ± 0.255 % 89.822 ± 0.289 %
249
+ 44 3.3896 ± 0.0644 0.08557 ± 0.00475 0.09975 ± 0.00272 12.690 ± 0.252 % 89.893 ± 0.285 %
250
+ 45 3.4472 ± 0.0654 0.08430 ± 0.00467 0.09862 �� 0.00267 12.583 ± 0.249 % 89.882 ± 0.282 %
251
+ 46 3.4576 ± 0.0649 0.08356 ± 0.00458 0.09727 ± 0.00261 12.469 ± 0.246 % 89.974 ± 0.277 %
252
+ 47 3.5442 ± 0.0665 0.08256 ± 0.00452 0.09631 ± 0.00256 12.356 ± 0.243 % 90.013 ± 0.274 %
253
+ 48 3.6023 ± 0.0674 0.08116 ± 0.00444 0.09490 ± 0.00251 12.240 ± 0.240 % 90.049 ± 0.271 %
254
+ 49 3.5774 ± 0.0661 0.08065 ± 0.00438 0.09553 ± 0.00248 12.217 ± 0.237 % 90.020 ± 0.268 %
255
+ 50 3.5236 ± 0.0643 0.08236 ± 0.00437 0.09713 ± 0.00248 12.404 ± 0.234 % 90.047 ± 0.265 %
256
+ 51 3.4937 ± 0.0629 0.08201 ± 0.00434 0.09764 ± 0.00245 12.433 ± 0.231 % 89.981 ± 0.263 %
257
+ 52 3.5107 ± 0.0627 0.08293 ± 0.00429 0.09855 ± 0.00241 12.479 ± 0.227 % 89.827 ± 0.263 %
258
+ 53 3.5597 ± 0.0631 0.08143 ± 0.00423 0.09758 ± 0.00237 12.382 ± 0.225 % 89.760 ± 0.261 %
259
+ 54 3.5912 ± 0.0632 0.08051 ± 0.00417 0.09677 ± 0.00233 12.313 ± 0.222 % 89.775 ± 0.258 %
260
+ 55 3.6148 ± 0.0631 0.07991 ± 0.00411 0.09585 ± 0.00229 12.222 ± 0.220 % 89.768 ± 0.256 %
261
+ 56 3.6265 ± 0.0628 0.07853 ± 0.00406 0.09519 ± 0.00225 12.157 ± 0.217 % 89.776 ± 0.254 %
262
+ 57 3.6435 ± 0.0626 0.07859 ± 0.00400 0.09468 ± 0.00222 12.109 ± 0.215 % 89.790 ± 0.251 %
263
+ 58 3.6635 ± 0.0624 0.07797 ± 0.00395 0.09373 ± 0.00218 12.030 ± 0.213 % 89.865 ± 0.248 %
264
+ 59 3.6644 ± 0.0618 0.07749 ± 0.00390 0.09298 ± 0.00214 11.965 ± 0.210 % 89.890 ± 0.246 %
265
+ 60 3.6868 ± 0.0618 0.07711 ± 0.00385 0.09237 ± 0.00211 11.903 ± 0.208 % 89.895 ± 0.244 %
266
+ 61 3.7147 ± 0.0620 0.07671 ± 0.00381 0.09196 ± 0.00208 11.842 ± 0.206 % 89.907 ± 0.242 %
267
+ 62 3.7570 ± 0.0624 0.07644 ± 0.00378 0.09150 ± 0.00205 11.767 ± 0.204 % 89.899 ± 0.240 %
268
+ 63 3.7965 ± 0.0628 0.07606 ± 0.00373 0.09088 ± 0.00202 11.704 ± 0.202 % 89.935 ± 0.237 %
269
+ 64 3.8371 ± 0.0631 0.07497 ± 0.00369 0.09024 ± 0.00199 11.630 ± 0.200 % 89.926 ± 0.236 %
270
+ 65 3.8867 ± 0.0637 0.07426 ± 0.00366 0.08955 ± 0.00196 11.573 ± 0.199 % 89.955 ± 0.233 %
271
+ 66 3.9143 ± 0.0638 0.07344 ± 0.00362 0.08886 ± 0.00193 11.503 ± 0.197 % 89.970 ± 0.232 %
272
+ 67 3.9653 ± 0.0645 0.07270 ± 0.00358 0.08826 ± 0.00191 11.438 ± 0.195 % 89.956 ± 0.230 %
273
+ 68 3.9881 ± 0.0644 0.07277 ± 0.00354 0.08786 ± 0.00188 11.392 ± 0.194 % 89.942 ± 0.228 %
274
+ 69 4.0084 ± 0.0642 0.07240 ± 0.00351 0.08747 ± 0.00186 11.351 ± 0.193 % 89.901 ± 0.227 %
275
+ 70 3.9983 ± 0.0635 0.07179 ± 0.00348 0.08718 ± 0.00184 11.337 ± 0.192 % 89.888 ± 0.226 %
276
+ 71 4.0354 ± 0.0638 0.07155 ± 0.00345 0.08672 ± 0.00182 11.275 ± 0.190 % 89.870 ± 0.224 %
277
+ 72 4.0479 ± 0.0635 0.07199 ± 0.00344 0.08737 ± 0.00180 11.277 ± 0.188 % 89.815 ± 0.223 %
278
+ 73 4.0607 ± 0.0634 0.07293 ± 0.00343 0.08773 ± 0.00179 11.292 ± 0.186 % 89.788 ± 0.222 %
279
+ 74 4.0748 ± 0.0633 0.07206 ± 0.00339 0.08709 ± 0.00177 11.228 ± 0.185 % 89.799 ± 0.220 %
280
+ 75 4.0778 ± 0.0630 0.07152 ± 0.00336 0.08646 ± 0.00175 11.174 ± 0.183 % 89.851 ± 0.218 %
281
+ 76 4.0835 ± 0.0627 0.07116 ± 0.00333 0.08600 ± 0.00173 11.136 ± 0.182 % 89.861 ± 0.217 %
282
+ 77 4.1055 ± 0.0628 0.07097 ± 0.00330 0.08576 ± 0.00172 11.090 ± 0.181 % 89.845 ± 0.216 %
283
+ 78 4.0991 ± 0.0624 0.07101 ± 0.00329 0.08557 ± 0.00170 11.051 ± 0.180 % 89.884 ± 0.214 %
284
+ 79 4.0460 ± 0.0611 0.07119 ± 0.00326 0.08554 ± 0.00170 11.098 ± 0.181 % 89.958 ± 0.212 %
285
+ 80 3.9893 ± 0.0597 0.07143 ± 0.00324 0.08557 ± 0.00169 11.132 ± 0.180 % 90.029 ± 0.210 %
286
+ 81 3.9371 ± 0.0583 0.07287 ± 0.00326 0.08724 ± 0.00174 11.402 ± 0.183 % 90.036 ± 0.208 %
287
+ 82 3.8923 ± 0.0571 0.07475 ± 0.00328 0.08830 ± 0.00175 11.518 ± 0.182 % 90.038 ± 0.207 %
288
+ 83 3.8467 ± 0.0559 0.07604 ± 0.00328 0.08981 ± 0.00178 11.678 ± 0.183 % 90.069 ± 0.206 %
289
+ 84 3.8064 ± 0.0548 0.07733 �� 0.00328 0.09082 ± 0.00178 11.810 ± 0.182 % 90.065 ± 0.204 %
290
+ 85 3.7638 ± 0.0537 0.07809 ± 0.00327 0.09183 ± 0.00179 11.915 ± 0.182 % 90.085 ± 0.203 %
291
+ 86 3.7649 ± 0.0534 0.07990 ± 0.00329 0.09334 ± 0.00179 12.020 ± 0.181 % 89.982 ± 0.203 %
292
+ 87 3.7297 ± 0.0525 0.08126 ± 0.00330 0.09467 ± 0.00181 12.146 ± 0.181 % 90.002 ± 0.201 %
293
+ 88 3.6899 ± 0.0516 0.08190 ± 0.00328 0.09520 ± 0.00183 12.206 ± 0.181 % 90.031 ± 0.200 %
294
+ 89 3.6488 ± 0.0506 0.08213 ± 0.00329 0.09610 ± 0.00186 12.317 ± 0.181 % 90.046 ± 0.199 %
295
+ 90 3.6069 ± 0.0495 0.08244 ± 0.00328 0.09651 ± 0.00186 12.389 ± 0.181 % 90.087 ± 0.197 %
296
+ 91 3.5683 ± 0.0486 0.08312 ± 0.00327 0.09712 ± 0.00186 12.454 ± 0.180 % 90.114 ± 0.196 %
297
+ 92 3.5320 ± 0.0477 0.08347 ± 0.00326 0.09749 ± 0.00186 12.506 ± 0.179 % 90.145 ± 0.195 %
298
+ 93 3.5095 ± 0.0470 0.08481 ± 0.00325 0.09903 ± 0.00187 12.632 ± 0.178 % 90.112 ± 0.194 %
299
+ 94 3.4763 ± 0.0462 0.08571 ± 0.00325 0.09998 ± 0.00188 12.768 ± 0.179 % 90.129 ± 0.193 %
300
+ 95 3.4418 ± 0.0453 0.08675 ± 0.00325 0.10110 ± 0.00190 12.921 ± 0.180 % 90.151 ± 0.191 %
301
+ 96 3.4160 ± 0.0446 0.08814 ± 0.00325 0.10252 ± 0.00192 13.074 ± 0.180 % 90.118 ± 0.191 %
302
+ 97 3.3833 ± 0.0438 0.08835 ± 0.00324 0.10317 ± 0.00192 13.150 ± 0.180 % 90.123 ± 0.190 %
303
+ 98 3.3516 ± 0.0431 0.08924 ± 0.00326 0.10439 ± 0.00197 13.280 ± 0.180 % 90.144 ± 0.189 %
304
+ 99 3.3265 ± 0.0424 0.09048 ± 0.00326 0.10594 ± 0.00198 13.412 ± 0.179 % 90.101 ± 0.188 %
305
+ 100 3.3056 ± 0.0418 0.09118 ± 0.00327 0.10690 ± 0.00199 13.498 ± 0.179 % 90.098 ± 0.187 %
306
+ 101 3.2801 ± 0.0412 0.09242 ± 0.00327 0.10806 ± 0.00200 13.594 ± 0.179 % 90.091 ± 0.186 %
307
+ 102 3.2555 ± 0.0406 0.09320 ± 0.00327 0.10880 ± 0.00200 13.690 ± 0.178 % 90.100 ± 0.185 %
308
+ 103 3.2306 ± 0.0400 0.09383 ± 0.00325 0.10907 ± 0.00200 13.743 ± 0.178 % 90.131 ± 0.184 %
309
+ 104 3.2124 ± 0.0395 0.09488 ± 0.00324 0.10974 ± 0.00199 13.833 ± 0.177 % 90.113 ± 0.183 %
310
+ 105 3.2250 ± 0.0395 0.09486 ± 0.00322 0.10952 ± 0.00197 13.799 ± 0.176 % 90.069 ± 0.183 %
311
+ 106 3.2479 ± 0.0397 0.09445 ± 0.00319 0.10889 ± 0.00195 13.744 ± 0.175 % 90.092 ± 0.182 %
312
+ 107 3.2732 ± 0.0399 0.09407 ± 0.00317 0.10845 ± 0.00194 13.698 ± 0.174 % 90.090 ± 0.181 %
313
+ 108 3.3123 ± 0.0404 0.09316 ± 0.00314 0.10785 ± 0.00192 13.644 ± 0.173 % 90.116 ± 0.180 %
314
+ 109 3.3168 ± 0.0403 0.09276 ± 0.00312 0.10726 ± 0.00191 13.593 ± 0.172 % 90.146 ± 0.179 %
315
+ 110 3.3551 ± 0.0408 0.09208 ± 0.00310 0.10673 ± 0.00189 13.545 ± 0.171 % 90.118 ± 0.178 %
316
+ 111 3.3851 ± 0.0411 0.09144 ± 0.00307 0.10609 ± 0.00187 13.489 ± 0.170 % 90.094 ± 0.178 %
317
+ 112 3.4091 ± 0.0413 0.09115 ± 0.00305 0.10543 ± 0.00186 13.439 ± 0.170 % 90.140 ± 0.176 %
318
+ 113 3.4406 ± 0.0418 0.09075 ± 0.00303 0.10474 ± 0.00184 13.383 ± 0.169 % 90.154 ± 0.176 %
319
+ 114 3.4786 ± 0.0423 0.09005 ± 0.00300 0.10407 ± 0.00183 13.328 ± 0.168 % 90.169 ± 0.175 %
320
+ 115 3.5043 ± 0.0425 0.08932 ± 0.00298 0.10339 ± 0.00181 13.273 ± 0.167 % 90.182 ± 0.174 %
321
+ 116 3.4723 ± 0.0418 0.08938 ± 0.00296 0.10336 ± 0.00181 13.302 ± 0.167 % 90.230 ± 0.173 %
322
+ 117 3.4499 ± 0.0413 0.09017 ± 0.00296 0.10434 ± 0.00181 13.405 ± 0.167 % 90.216 ± 0.172 %
323
+ 118 3.4335 ± 0.0409 0.09166 ± 0.00297 0.10585 ± 0.00184 13.493 ± 0.166 % 90.196 ± 0.171 %
324
+ 119 3.4116 ± 0.0404 0.09207 ± 0.00296 0.10623 ± 0.00183 13.545 ± 0.166 % 90.193 ± 0.171 %
325
+ 120 3.3988 ± 0.0400 0.09285 ± 0.00296 0.10716 ± 0.00183 13.610 ± 0.165 % 90.147 ± 0.170 %
326
+ 121 3.3784 ± 0.0396 0.09362 ± 0.00296 0.10787 ± 0.00183 13.663 ± 0.164 % 90.154 ± 0.170 %
327
+ 122 3.3652 ± 0.0392 0.09457 ± 0.00296 0.10911 ± 0.00183 13.745 ± 0.163 % 90.090 ± 0.169 %
328
+ 123 3.3543 ± 0.0388 0.09569 ± 0.00297 0.11008 ± 0.00184 13.810 ± 0.162 % 90.053 ± 0.169 %
329
+ 124 3.3352 ± 0.0384 0.09634 ± 0.00296 0.11069 ± 0.00184 13.859 ± 0.162 % 90.047 ± 0.168 %
330
+ 125 3.3206 ± 0.0380 0.09724 ± 0.00296 0.11159 ± 0.00184 13.918 ± 0.161 % 90.030 ± 0.168 %
331
+ 126 3.3053 ± 0.0376 0.09753 ± 0.00295 0.11193 ± 0.00183 13.935 ± 0.160 % 90.028 ± 0.167 %
332
+ 127 3.2918 ± 0.0372 0.09774 ± 0.00294 0.11207 ± 0.00182 13.940 ± 0.159 % 90.026 ± 0.167 %
333
+ 128 3.2751 ± 0.0368 0.09823 ± 0.00293 0.11244 ± 0.00182 13.963 ± 0.159 % 90.025 ± 0.166 %
334
+ 129 3.2585 ± 0.0364 0.09842 ± 0.00293 0.11284 ± 0.00182 14.005 ± 0.158 % 90.032 ± 0.165 %
335
+ 130 3.2489 ± 0.0361 0.09851 ± 0.00291 0.11299 ± 0.00181 14.018 ± 0.157 % 90.003 ± 0.165 %
336
+ 131 3.2399 ± 0.0358 0.09895 ± 0.00290 0.11329 ± 0.00180 14.026 ± 0.156 % 89.999 ± 0.164 %
337
+ 132 3.2404 ± 0.0357 0.10038 ± 0.00292 0.11476 ± 0.00182 14.084 ± 0.155 % 89.932 ± 0.164 %
338
+ 133 3.2390 ± 0.0355 0.10134 ± 0.00292 0.11533 ± 0.00181 14.115 ± 0.155 % 89.898 ± 0.164 %
339
+ 134 3.2412 ± 0.0354 0.10188 ± 0.00291 0.11587 ± 0.00180 14.111 ± 0.154 % 89.857 ± 0.163 %
340
+ 135 3.2421 ± 0.0352 0.10231 ± 0.00291 0.11626 ± 0.00179 14.107 ± 0.153 % 89.839 ± 0.163 %
341
+ 136 3.2387 ± 0.0350 0.10359 ± 0.00292 0.11690 ± 0.00179 14.130 ± 0.152 % 89.781 ± 0.163 %
342
+ 137 3.2415 ± 0.0349 0.10299 ± 0.00290 0.11632 ± 0.00178 14.086 ± 0.151 % 89.790 ± 0.162 %
343
+ 138 3.2539 ± 0.0350 0.10244 ± 0.00289 0.11578 ± 0.00176 14.043 ± 0.151 % 89.812 ± 0.161 %
344
+ 139 3.2588 ± 0.0349 0.10246 ± 0.00287 0.11572 ± 0.00175 14.041 ± 0.150 % 89.801 ± 0.161 %
345
+ 140 3.2655 ± 0.0349 0.10237 ± 0.00287 0.11584 ± 0.00174 14.022 ± 0.149 % 89.779 ± 0.160 %
346
+ 141 3.2783 ± 0.0349 0.10235 ± 0.00286 0.11575 ± 0.00173 13.994 ± 0.149 % 89.776 ± 0.160 %
347
+ 142 3.2843 ± 0.0348 0.10260 ± 0.00285 0.11607 ± 0.00173 13.995 ± 0.148 % 89.724 ± 0.160 %
348
+ 143 3.2910 ± 0.0348 0.10199 ± 0.00283 0.11563 ± 0.00171 13.956 ± 0.147 % 89.738 ± 0.159 %
349
+ 144 3.3012 ± 0.0348 0.10180 ± 0.00282 0.11516 ± 0.00170 13.919 ± 0.147 % 89.766 ± 0.158 %
350
+ 145 3.2991 ± 0.0346 0.10114 ± 0.00280 0.11457 ± 0.00169 13.878 ± 0.146 % 89.771 ± 0.158 %
351
+ 146 3.3035 ± 0.0346 0.10073 ± 0.00278 0.11401 ± 0.00168 13.836 ± 0.146 % 89.804 ± 0.157 %
352
+ 147 3.3005 ± 0.0344 0.10039 ± 0.00277 0.11340 ± 0.00167 13.797 ± 0.145 % 89.812 ± 0.156 %
353
+ 148 3.3026 ± 0.0343 0.09973 ± 0.00275 0.11283 ± 0.00166 13.756 ± 0.145 % 89.838 ± 0.156 %
354
+ 149 3.2968 ± 0.0341 0.09914 ± 0.00274 0.11224 ± 0.00165 13.715 ± 0.144 % 89.864 ± 0.155 %
355
+ 150 3.2917 ± 0.0339 0.09890 ± 0.00273 0.11195 ± 0.00164 13.687 ± 0.144 % 89.893 ± 0.154 %
356
+ 151 3.2837 ± 0.0337 0.09842 ± 0.00271 0.11176 ± 0.00163 13.673 ± 0.143 % 89.900 ± 0.154 %
357
+ 152 3.2806 ± 0.0335 0.09811 ± 0.00270 0.11142 ± 0.00162 13.644 ± 0.143 % 89.920 ± 0.153 %
358
+ 153 3.2737 ± 0.0333 0.09748 ± 0.00269 0.11093 ± 0.00161 13.612 ± 0.142 % 89.958 ± 0.152 %
359
+ 154 3.2785 ± 0.0332 0.09717 ± 0.00267 0.11042 ± 0.00160 13.576 ± 0.142 % 89.975 ± 0.152 %
360
+ 155 3.2795 ± 0.0331 0.09672 ± 0.00266 0.10994 ± 0.00159 13.539 ± 0.141 % 89.976 ± 0.151 %
361
+ 156 3.2736 ± 0.0329 0.09631 ± 0.00264 0.10944 ± 0.00159 13.505 ± 0.141 % 90.015 ± 0.150 %
362
+ 157 3.2714 ± 0.0327 0.09603 ± 0.00263 0.10894 ± 0.00158 13.469 ± 0.140 % 90.019 ± 0.150 %
363
+ 158 3.2707 ± 0.0326 0.09558 ± 0.00261 0.10845 ± 0.00157 13.435 ± 0.140 % 90.040 ± 0.149 %
364
+ 159 3.2650 ± 0.0324 0.09495 ± 0.00260 0.10803 ± 0.00156 13.408 ± 0.139 % 90.068 ± 0.149 %
365
+ 160 3.2631 ± 0.0322 0.09449 ± 0.00258 0.10758 ± 0.00155 13.375 ± 0.139 % 90.081 ± 0.148 %
366
+ 161 3.2681 ± 0.0322 0.09406 ± 0.00257 0.10716 ± 0.00154 13.343 ± 0.138 % 90.091 ± 0.147 %
367
+ 162 3.2679 ± 0.0320 0.09366 ± 0.00256 0.10669 ± 0.00153 13.311 ± 0.138 % 90.107 ± 0.147 %
368
+ 163 3.2648 ± 0.0319 0.09320 ± 0.00255 0.10626 ± 0.00152 13.281 ± 0.137 % 90.141 ± 0.146 %
369
+ 164 3.2704 ± 0.0318 0.09268 ± 0.00253 0.10582 ± 0.00151 13.246 ± 0.137 % 90.148 ± 0.146 %
370
+ 165 3.2835 ± 0.0319 0.09228 ± 0.00252 0.10545 ± 0.00150 13.215 ± 0.136 % 90.165 ± 0.145 %
371
+ 166 3.2859 ± 0.0319 0.09194 ± 0.00251 0.10505 ± 0.00150 13.185 ± 0.136 % 90.191 ± 0.145 %
372
+ 167 3.3039 ± 0.0320 0.09176 ± 0.00250 0.10470 ± 0.00149 13.149 ± 0.135 % 90.201 ± 0.144 %
373
+ 168 3.3127 ± 0.0320 0.09142 ± 0.00249 0.10427 ± 0.00148 13.116 ± 0.135 % 90.215 ± 0.144 %
374
+ 169 3.3382 ± 0.0323 0.09084 ± 0.00248 0.10396 ± 0.00147 13.083 ± 0.135 % 90.212 ± 0.143 %
375
+ 170 3.3479 ± 0.0323 0.09070 ± 0.00247 0.10365 ± 0.00146 13.051 ± 0.134 % 90.224 ± 0.143 %
376
+ 171 3.3754 ± 0.0326 0.09051 ± 0.00245 0.10330 ± 0.00146 13.018 ± 0.134 % 90.203 ± 0.142 %
377
+ 172 3.4039 ± 0.0330 0.09046 ± 0.00244 0.10314 ± 0.00145 12.993 ± 0.133 % 90.189 ± 0.142 %
378
+ 173 3.4209 ± 0.0331 0.09006 ± 0.00243 0.10278 ± 0.00144 12.960 ± 0.133 % 90.192 ± 0.142 %
379
+ 174 3.4508 ± 0.0334 0.08965 ± 0.00243 0.10263 ± 0.00143 12.940 ± 0.132 % 90.185 ± 0.141 %
380
+ 175 3.4662 ± 0.0335 0.08946 ± 0.00242 0.10230 ± 0.00142 12.910 ± 0.132 % 90.183 ± 0.141 %
381
+ 176 3.4891 ± 0.0338 0.08924 ± 0.00240 0.10198 ± 0.00142 12.878 ± 0.132 % 90.172 ± 0.141 %
382
+ 177 3.5093 ± 0.0340 0.08895 ± 0.00239 0.10164 ± 0.00141 12.849 ± 0.131 % 90.183 ± 0.140 %
383
+ 178 3.5190 ± 0.0340 0.08849 ± 0.00238 0.10130 ± 0.00140 12.821 ± 0.131 % 90.200 ± 0.140 %
384
+ 179 3.5028 ± 0.0338 0.08892 ± 0.00238 0.10173 ± 0.00141 12.874 ± 0.131 % 90.214 ± 0.139 %
385
+ 180 3.4848 ± 0.0334 0.08919 ± 0.00238 0.10207 ± 0.00141 12.927 ± 0.131 % 90.220 ± 0.139 %
386
+ 181 3.4765 ± 0.0332 0.09024 ± 0.00238 0.10298 ± 0.00141 12.997 ± 0.130 % 90.183 ± 0.138 %
387
+ 182 3.4682 ± 0.0330 0.09096 ± 0.00238 0.10355 ± 0.00141 13.037 ± 0.130 % 90.166 ± 0.138 %
388
+ 183 3.4543 ± 0.0328 0.09140 ± 0.00238 0.10382 ± 0.00141 13.067 ± 0.129 % 90.166 ± 0.138 %
389
+ 184 3.4424 ± 0.0325 0.09213 ± 0.00238 0.10454 ± 0.00141 13.129 ± 0.129 % 90.156 ± 0.138 %
390
+ 185 3.4303 ± 0.0323 0.09304 ± 0.00238 0.10540 ± 0.00142 13.205 ± 0.129 % 90.135 ± 0.137 %
391
+ 186 3.4172 ± 0.0320 0.09362 ± 0.00238 0.10584 ± 0.00142 13.248 ± 0.128 % 90.150 ± 0.137 %
392
+ 187 3.4250 ± 0.0320 0.09327 ± 0.00237 0.10555 ± 0.00141 13.225 ± 0.128 % 90.144 ± 0.137 %
393
+ 188 3.4390 ± 0.0321 0.09287 ± 0.00236 0.10510 ± 0.00140 13.192 ± 0.128 % 90.161 ± 0.136 %
394
+ 189 3.4564 ± 0.0323 0.09244 ± 0.00235 0.10480 ± 0.00140 13.164 ± 0.127 % 90.159 ± 0.136 %
395
+ 190 3.4707 ± 0.0324 0.09193 ± 0.00233 0.10443 ± 0.00139 13.133 ± 0.127 % 90.151 ± 0.135 %
396
+ 191 3.4830 ± 0.0324 0.09157 ± 0.00232 0.10405 ± 0.00138 13.102 ± 0.127 % 90.155 ± 0.135 %
397
+ 192 3.4920 ± 0.0325 0.09125 ± 0.00231 0.10368 ± 0.00137 13.072 ± 0.126 % 90.178 ± 0.135 %
398
+ 193 3.5064 ± 0.0325 0.09088 ± 0.00230 0.10333 ± 0.00137 13.041 ± 0.126 % 90.170 ± 0.134 %
399
+ 194 3.5245 ± 0.0327 0.09053 ± 0.00229 0.10299 ± 0.00136 13.011 ± 0.125 % 90.176 ± 0.134 %
400
+ 195 3.5417 ± 0.0328 0.09008 ± 0.00229 0.10266 ± 0.00135 12.982 ± 0.125 % 90.188 ± 0.133 %
401
+ 196 3.5527 ± 0.0329 0.08983 ± 0.00228 0.10234 ± 0.00135 12.956 ± 0.125 % 90.186 ± 0.133 %
402
+ 197 3.5524 ± 0.0328 0.08939 ± 0.00227 0.10203 ± 0.00134 12.931 ± 0.124 % 90.204 ± 0.133 %
403
+ 198 3.5580 ± 0.0328 0.08914 ± 0.00226 0.10166 ± 0.00133 12.901 ± 0.124 % 90.222 ± 0.132 %
404
+ 199 3.5591 ± 0.0327 0.08890 ± 0.00225 0.10133 ± 0.00133 12.874 ± 0.124 % 90.245 ± 0.132 %
405
+ 200 3.5645 ± 0.0327 0.08894 ± 0.00224 0.10109 ± 0.00132 12.849 ± 0.123 % 90.245 ± 0.131 %
406
+ 201 3.5703 ± 0.0327 0.08855 ± 0.00223 0.10085 ± 0.00132 12.831 ± 0.123 % 90.251 ± 0.131 %
407
+ 202 3.5866 ± 0.0328 0.08839 ± 0.00222 0.10063 ± 0.00131 12.805 ± 0.123 % 90.239 ± 0.131 %
408
+ 203 3.6064 ± 0.0330 0.08812 ± 0.00222 0.10035 ± 0.00130 12.778 ± 0.122 % 90.244 ± 0.130 %
409
+ 204 3.6237 ± 0.0331 0.08793 ± 0.00221 0.10006 ± 0.00130 12.752 ± 0.122 % 90.244 ± 0.130 %
410
+ 205 3.6236 ± 0.0330 0.08752 ± 0.00220 0.09981 ± 0.00129 12.727 ± 0.122 % 90.273 ± 0.130 %
411
+ 206 3.6412 ± 0.0332 0.08724 ± 0.00219 0.09954 ± 0.00129 12.701 ± 0.121 % 90.259 ± 0.129 %
412
+ 207 3.6392 ± 0.0330 0.08694 ± 0.00218 0.09920 ± 0.00128 12.675 ± 0.121 % 90.283 ± 0.129 %
413
+ 208 3.6494 ± 0.0331 0.08656 ± 0.00217 0.09887 ± 0.00128 12.647 ± 0.121 % 90.285 ± 0.129 %
414
+ 209 3.6522 ± 0.0330 0.08644 ± 0.00217 0.09875 ± 0.00127 12.625 ± 0.120 % 90.286 ± 0.128 %
415
+ 210 3.6591 ± 0.0331 0.08604 ± 0.00216 0.09848 ± 0.00126 12.605 ± 0.120 % 90.286 ± 0.128 %
416
+ 211 3.6663 ± 0.0330 0.08581 ± 0.00215 0.09820 ± 0.00126 12.582 ± 0.120 % 90.283 ± 0.128 %
417
+ 212 3.6737 ± 0.0330 0.08544 ± 0.00214 0.09790 ± 0.00125 12.558 ± 0.120 % 90.298 ± 0.127 %
418
+ 213 3.6752 ± 0.0330 0.08505 ± 0.00213 0.09755 ± 0.00125 12.532 ± 0.119 % 90.312 ± 0.127 %
419
+ 214 3.6751 ± 0.0329 0.08474 ± 0.00212 0.09720 ± 0.00124 12.506 ± 0.119 % 90.328 ± 0.127 %
420
+ 215 3.6760 ± 0.0328 0.08448 ± 0.00212 0.09688 ± 0.00124 12.483 ± 0.119 % 90.327 ± 0.126 %
421
+ 216 3.6833 ± 0.0328 0.08400 ± 0.00211 0.09660 ± 0.00123 12.458 ± 0.118 % 90.329 ± 0.126 %
422
+ 217 3.6853 ± 0.0328 0.08378 ± 0.00210 0.09631 ± 0.00123 12.434 ± 0.118 % 90.342 ± 0.126 %
423
+ 218 3.6816 ± 0.0326 0.08340 ± 0.00209 0.09599 ± 0.00122 12.410 ± 0.118 % 90.358 ± 0.125 %
424
+ 219 3.6744 ± 0.0325 0.08299 ± 0.00208 0.09564 ± 0.00122 12.386 ± 0.117 % 90.370 ± 0.125 %
425
+ 220 3.6755 ± 0.0324 0.08280 ± 0.00208 0.09535 ± 0.00121 12.362 ± 0.117 % 90.378 ± 0.125 %
426
+ 221 3.6787 ± 0.0324 0.08247 ± 0.00207 0.09502 ± 0.00120 12.337 ± 0.117 % 90.400 ± 0.124 %
427
+ 222 3.6813 ± 0.0323 0.08219 ± 0.00206 0.09479 ± 0.00120 12.317 ± 0.116 % 90.397 ± 0.124 %
428
+ 223 3.6910 ± 0.0323 0.08203 ± 0.00205 0.09456 ± 0.00119 12.294 ± 0.116 % 90.402 ± 0.124 %
429
+ 224 3.6878 ± 0.0322 0.08170 ± 0.00205 0.09429 ± 0.00119 12.271 ± 0.116 % 90.394 ± 0.123 %
430
+ 225 3.6864 ± 0.0321 0.08152 ± 0.00204 0.09414 ± 0.00118 12.255 ± 0.116 % 90.402 ± 0.123 %
431
+ 226 3.6883 ± 0.0321 0.08138 ± 0.00204 0.09408 ± 0.00118 12.257 ± 0.115 % 90.401 ± 0.123 %
432
+ 227 3.6868 ± 0.0320 0.08107 ± 0.00203 0.09378 ± 0.00118 12.232 ± 0.115 % 90.407 ± 0.122 %
433
+ 228 3.6844 ± 0.0319 0.08090 ± 0.00202 0.09349 ± 0.00117 12.208 ± 0.115 % 90.418 ± 0.122 %
434
+ 229 3.6853 ± 0.0318 0.08059 ± 0.00201 0.09324 ± 0.00117 12.186 ± 0.115 % 90.429 ± 0.122 %
435
+ 230 3.6814 ± 0.0317 0.08039 ± 0.00201 0.09295 ± 0.00116 12.163 ± 0.114 % 90.447 ± 0.121 %
436
+ 231 3.6831 ± 0.0316 0.08006 ± 0.00200 0.09265 ± 0.00116 12.139 ± 0.114 % 90.447 ± 0.121 %
437
+ 232 3.6866 ± 0.0316 0.07999 ± 0.00199 0.09242 ± 0.00115 12.117 ± 0.114 % 90.446 ± 0.121 %
438
+ 233 3.6886 ± 0.0315 0.07965 ± 0.00198 0.09215 ± 0.00115 12.095 ± 0.113 % 90.440 ± 0.121 %
439
+ 234 3.6881 ± 0.0314 0.07948 ± 0.00198 0.09195 ± 0.00114 12.076 ± 0.113 % 90.451 ± 0.120 %
440
+ 235 3.6816 ± 0.0313 0.07938 ± 0.00197 0.09196 ± 0.00114 12.076 ± 0.113 % 90.455 ± 0.120 %
441
+ 236 3.6759 ± 0.0312 0.07960 ± 0.00198 0.09253 ± 0.00114 12.105 ± 0.113 % 90.439 ± 0.120 %
442
+ 237 3.6752 ± 0.0311 0.07938 ± 0.00197 0.09229 ± 0.00114 12.085 ± 0.112 % 90.453 ± 0.120 %
443
+ 238 3.6741 ± 0.0310 0.07918 ± 0.00196 0.09203 ± 0.00113 12.067 ± 0.112 % 90.466 ± 0.119 %
444
+ 239 3.6758 ± 0.0310 0.07886 ± 0.00196 0.09182 ± 0.00113 12.047 ± 0.112 % 90.477 ± 0.119 %
445
+ 240 3.6793 ± 0.0309 0.07855 ± 0.00195 0.09156 ± 0.00113 12.024 ± 0.112 % 90.485 ± 0.119 %
446
+ 241 3.6826 ± 0.0309 0.07849 ± 0.00194 0.09141 ± 0.00112 12.013 ± 0.111 % 90.500 ± 0.118 %
447
+ 242 3.6819 ± 0.0309 0.07855 ± 0.00194 0.09151 ± 0.00112 12.008 ± 0.111 % 90.489 ± 0.118 %
448
+ 243 3.6937 ± 0.0309 0.07846 ± 0.00193 0.09139 ± 0.00111 11.991 ± 0.111 % 90.462 ± 0.118 %
449
+ 244 3.6939 ± 0.0309 0.07849 ± 0.00193 0.09139 ± 0.00111 11.987 ± 0.110 % 90.448 ± 0.118 %
450
+ 245 3.6958 ± 0.0308 0.07889 ± 0.00193 0.09166 ± 0.00111 12.003 ± 0.110 % 90.414 ± 0.118 %
451
+ 246 3.7071 ± 0.0309 0.07872 ± 0.00192 0.09148 ± 0.00110 11.983 ± 0.110 % 90.418 ± 0.118 %
452
+ 247 3.7180 ± 0.0309 0.07846 ± 0.00192 0.09128 ± 0.00110 11.962 ± 0.110 % 90.415 ± 0.117 %
453
+ 248 3.7264 ± 0.0310 0.07835 ± 0.00191 0.09108 ± 0.00109 11.941 ± 0.109 % 90.408 ± 0.117 %
454
+ 249 3.7345 ± 0.0310 0.07826 ± 0.00191 0.09105 ± 0.00109 11.930 ± 0.109 % 90.402 ± 0.117 %
455
+ 250 3.7449 ± 0.0310 0.07802 ± 0.00190 0.09084 ± 0.00109 11.911 ± 0.109 % 90.387 ± 0.117 %
456
+ 251 3.7523 ± 0.0310 0.07782 ± 0.00189 0.09060 ± 0.00108 11.889 ± 0.109 % 90.396 ± 0.116 %
457
+ 252 3.7614 ± 0.0311 0.07764 ± 0.00189 0.09050 ± 0.00108 11.881 ± 0.108 % 90.395 ± 0.116 %
458
+ 253 3.7794 ± 0.0312 0.07752 ± 0.00188 0.09027 ± 0.00108 11.860 ± 0.108 % 90.379 ± 0.116 %
459
+ 254 3.7849 ± 0.0312 0.07730 ± 0.00188 0.09003 ± 0.00107 11.839 ± 0.108 % 90.395 ± 0.116 %
460
+ 255 3.7860 ± 0.0312 0.07745 ± 0.00187 0.09021 ± 0.00107 11.851 ± 0.108 % 90.387 ± 0.116 %
461
+ 256 3.7911 ± 0.0312 0.07735 ± 0.00187 0.09009 ± 0.00107 11.839 ± 0.108 % 90.391 ± 0.115 %
462
+ 257 3.7904 ± 0.0311 0.07711 ± 0.00186 0.08992 ± 0.00106 11.821 ± 0.107 % 90.399 ± 0.115 %
463
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464
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465
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466
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467
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468
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469
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470
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471
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472
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473
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474
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475
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476
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477
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478
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479
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480
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481
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482
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483
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484
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485
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486
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487
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488
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489
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490
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491
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492
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493
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494
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495
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496
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497
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498
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499
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500
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501
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502
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503
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504
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505
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506
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507
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508
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509
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510
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511
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512
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513
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514
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515
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516
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517
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518
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519
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520
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521
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522
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523
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524
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525
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526
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527
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528
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529
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530
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531
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532
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533
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534
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535
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536
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537
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538
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539
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540
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541
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546
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547
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548
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550
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551
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552
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553
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554
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555
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556
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557
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558
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559
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560
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561
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562
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563
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564
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565
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566
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567
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568
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569
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570
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571
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572
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573
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574
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575
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576
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577
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578
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579
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580
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581
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582
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583
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584
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585
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586
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587
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588
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589
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590
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591
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592
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593
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594
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595
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596
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597
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598
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599
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600
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601
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602
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603
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604
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605
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606
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607
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608
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609
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610
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611
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612
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613
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614
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615
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616
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617
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618
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619
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620
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621
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622
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623
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624
+ 419 3.7581 ± 0.0241 0.08135 ± 0.00150 0.09404 ± 0.00086 12.161 ± 0.086 % 90.174 ± 0.091 %
625
+ 420 3.7488 ± 0.0240 0.08142 ± 0.00150 0.09407 ± 0.00086 12.171 ± 0.085 % 90.183 ± 0.091 %
626
+ 421 3.7401 ± 0.0239 0.08167 ± 0.00150 0.09418 ± 0.00086 12.189 ± 0.085 % 90.190 ± 0.091 %
627
+ 422 3.7324 ± 0.0238 0.08179 ± 0.00149 0.09430 ± 0.00086 12.206 ± 0.085 % 90.196 ± 0.091 %
628
+ 423 3.7263 ± 0.0237 0.08190 ± 0.00149 0.09437 ± 0.00086 12.216 ± 0.085 % 90.203 ± 0.091 %
629
+ 424 3.7268 ± 0.0237 0.08193 ± 0.00149 0.09441 ± 0.00086 12.216 ± 0.085 % 90.202 ± 0.090 %
630
+ 425 3.7252 ± 0.0237 0.08207 ± 0.00149 0.09463 ± 0.00086 12.227 ± 0.085 % 90.198 ± 0.090 %
631
+ 426 3.7239 ± 0.0236 0.08234 ± 0.00149 0.09502 ± 0.00086 12.250 ± 0.085 % 90.173 ± 0.090 %
632
+ 427 3.7228 ± 0.0236 0.08243 ± 0.00149 0.09520 ± 0.00086 12.258 ± 0.085 % 90.154 ± 0.090 %
633
+ 428 3.7172 ± 0.0235 0.08251 ± 0.00149 0.09527 ± 0.00086 12.258 ± 0.085 % 90.161 ± 0.090 %
634
+ 429 3.7101 ± 0.0234 0.08283 ± 0.00149 0.09554 ± 0.00086 12.287 ± 0.085 % 90.160 ± 0.090 %
635
+ 430 3.7124 ± 0.0234 0.08285 ± 0.00149 0.09567 ± 0.00086 12.292 ± 0.084 % 90.149 ± 0.090 %
636
+ 431 3.7065 ± 0.0234 0.08294 ± 0.00149 0.09570 ± 0.00086 12.297 ± 0.084 % 90.157 ± 0.090 %
637
+ 432 3.7034 ± 0.0233 0.08331 ± 0.00149 0.09597 ± 0.00086 12.315 ± 0.084 % 90.142 ± 0.090 %
638
+ 433 3.7052 ± 0.0233 0.08328 ± 0.00149 0.09611 ± 0.00086 12.316 ± 0.084 % 90.132 ± 0.090 %
639
+ 434 3.6976 ± 0.0232 0.08337 ± 0.00149 0.09617 ± 0.00086 12.327 ± 0.084 % 90.145 ± 0.090 %
640
+ 435 3.6932 ± 0.0231 0.08393 ± 0.00149 0.09655 ± 0.00086 12.373 ± 0.084 % 90.131 ± 0.090 %
641
+ 436 3.6918 ± 0.0231 0.08421 ± 0.00149 0.09670 ± 0.00086 12.384 ± 0.084 % 90.118 ± 0.089 %
642
+ 437 3.6878 ± 0.0230 0.08426 ± 0.00149 0.09668 ± 0.00086 12.381 ± 0.084 % 90.116 ± 0.089 %
643
+ 438 3.6878 ± 0.0230 0.08460 ± 0.00149 0.09694 ± 0.00086 12.397 ± 0.083 % 90.101 ± 0.089 %
644
+ 439 3.6875 ± 0.0230 0.08487 ± 0.00149 0.09715 ± 0.00086 12.408 ± 0.083 % 90.097 ± 0.089 %
645
+ 440 3.6863 ± 0.0230 0.08485 ± 0.00149 0.09722 ± 0.00086 12.411 ± 0.083 % 90.094 ± 0.089 %
646
+ 441 3.6782 ± 0.0229 0.08507 ± 0.00149 0.09740 ± 0.00086 12.435 ± 0.083 % 90.095 ± 0.089 %
647
+ 442 3.6789 ± 0.0229 0.08508 ± 0.00149 0.09754 ± 0.00086 12.440 ± 0.083 % 90.090 ± 0.089 %
648
+ 443 3.6749 ± 0.0228 0.08506 ± 0.00149 0.09756 ± 0.00086 12.445 ± 0.083 % 90.087 ± 0.089 %
649
+ 444 3.6678 ± 0.0227 0.08509 ± 0.00149 0.09770 ± 0.00085 12.465 ± 0.083 % 90.092 ± 0.089 %
650
+ 445 3.6610 ± 0.0226 0.08524 ± 0.00149 0.09789 ± 0.00086 12.481 ± 0.083 % 90.096 ± 0.089 %
651
+ 446 3.6588 ± 0.0226 0.08541 ± 0.00148 0.09812 ± 0.00086 12.491 ± 0.083 % 90.094 ± 0.089 %
652
+ 447 3.6539 ± 0.0225 0.08554 ± 0.00148 0.09823 ± 0.00085 12.496 ± 0.082 % 90.091 ± 0.088 %
653
+ 448 3.6503 ± 0.0225 0.08573 ± 0.00148 0.09838 ± 0.00085 12.513 ± 0.082 % 90.093 ± 0.088 %
654
+ 449 3.6477 ± 0.0224 0.08616 ± 0.00148 0.09874 ± 0.00085 12.546 ± 0.082 % 90.071 ± 0.088 %
655
+ 450 3.6473 ± 0.0224 0.08603 ± 0.00148 0.09871 ± 0.00085 12.542 ± 0.082 % 90.067 ± 0.088 %
656
+ 451 3.6449 ± 0.0223 0.08589 ± 0.00148 0.09860 ± 0.00085 12.533 ± 0.082 % 90.075 ± 0.088 %
657
+ 452 3.6449 ± 0.0223 0.08579 ± 0.00148 0.09847 ± 0.00085 12.522 ± 0.082 % 90.083 ± 0.088 %
658
+ 453 3.6483 ± 0.0223 0.08561 ± 0.00147 0.09836 ± 0.00085 12.511 ± 0.082 % 90.079 ± 0.088 %
659
+ 454 3.6537 ± 0.0224 0.08551 ± 0.00147 0.09823 ± 0.00085 12.501 ± 0.082 % 90.077 ± 0.088 %
660
+ 455 3.6603 ± 0.0224 0.08534 ± 0.00147 0.09814 ± 0.00084 12.490 ± 0.082 % 90.079 ± 0.088 %
661
+ 456 3.6674 ± 0.0224 0.08524 ± 0.00147 0.09803 ± 0.00084 12.480 ± 0.082 % 90.081 ± 0.088 %
662
+ 457 3.6662 ± 0.0224 0.08524 ± 0.00146 0.09800 ± 0.00084 12.473 ± 0.081 % 90.082 ± 0.088 %
663
+ 458 3.6674 ± 0.0224 0.08523 ± 0.00146 0.09792 ± 0.00084 12.464 ± 0.081 % 90.078 ± 0.087 %
664
+ 459 3.6705 ± 0.0224 0.08520 ± 0.00146 0.09780 ± 0.00084 12.453 ± 0.081 % 90.081 ± 0.087 %
665
+ 460 3.6753 ± 0.0224 0.08514 ± 0.00146 0.09778 ± 0.00084 12.446 ± 0.081 % 90.073 ± 0.087 %
666
+ 461 3.6801 ± 0.0224 0.08503 ± 0.00146 0.09770 ± 0.00083 12.436 ± 0.081 % 90.072 ± 0.087 %
667
+ 462 3.6833 ± 0.0224 0.08490 ± 0.00145 0.09759 ± 0.00083 12.425 ± 0.081 % 90.073 ± 0.087 %
668
+ 463 3.6872 ± 0.0224 0.08477 ± 0.00145 0.09749 ± 0.00083 12.414 ± 0.081 % 90.076 ± 0.087 %
669
+ 464 3.6917 ± 0.0224 0.08468 ± 0.00145 0.09739 ± 0.00083 12.403 ± 0.081 % 90.079 ± 0.087 %
670
+ 465 3.6974 ± 0.0224 0.08464 ± 0.00145 0.09728 ± 0.00083 12.394 ± 0.081 % 90.080 ± 0.087 %
671
+ 466 3.7025 ± 0.0225 0.08458 ± 0.00144 0.09720 ± 0.00083 12.385 ± 0.081 % 90.082 ± 0.087 %
672
+ 467 3.7050 ± 0.0224 0.08458 ± 0.00144 0.09713 ± 0.00083 12.378 ± 0.080 % 90.081 ± 0.087 %
673
+ 468 3.7062 ± 0.0224 0.08450 ± 0.00144 0.09700 ± 0.00082 12.367 ± 0.080 % 90.085 ± 0.087 %
674
+ 469 3.7078 ± 0.0224 0.08437 ± 0.00144 0.09688 ± 0.00082 12.358 ± 0.080 % 90.090 ± 0.086 %
675
+ 470 3.7086 ± 0.0224 0.08429 ± 0.00143 0.09674 ± 0.00082 12.347 ± 0.080 % 90.093 ± 0.086 %
676
+ 471 3.7111 ± 0.0224 0.08415 ± 0.00143 0.09659 ± 0.00082 12.336 ± 0.080 % 90.097 ± 0.086 %
677
+ 472 3.7188 ± 0.0224 0.08413 ± 0.00143 0.09649 ± 0.00082 12.326 ± 0.080 % 90.103 ± 0.086 %
678
+ 473 3.7221 ± 0.0224 0.08396 ± 0.00143 0.09634 ± 0.00082 12.314 ± 0.080 % 90.107 ± 0.086 %
679
+ 474 3.7229 ± 0.0224 0.08379 ± 0.00142 0.09620 ± 0.00081 12.304 ± 0.080 % 90.114 ± 0.086 %
680
+ 475 3.7246 ± 0.0224 0.08374 ± 0.00142 0.09608 ± 0.00081 12.295 ± 0.080 % 90.117 ± 0.086 %
681
+ 476 3.7226 ± 0.0224 0.08360 ± 0.00142 0.09596 ± 0.00081 12.287 ± 0.080 % 90.129 ± 0.086 %
682
+ 477 3.7269 ± 0.0224 0.08360 ± 0.00142 0.09589 ± 0.00081 12.280 ± 0.080 % 90.129 ± 0.086 %
683
+ 478 3.7343 ± 0.0224 0.08342 ± 0.00142 0.09576 ± 0.00081 12.270 ± 0.079 % 90.131 ± 0.085 %
684
+ 479 3.7375 ± 0.0225 0.08340 ± 0.00142 0.09570 ± 0.00081 12.268 ± 0.079 % 90.133 ± 0.085 %
685
+ 480 3.7384 ± 0.0224 0.08357 ± 0.00141 0.09596 ± 0.00081 12.284 ± 0.079 % 90.112 ± 0.085 %
686
+ 481 3.7428 ± 0.0225 0.08349 ± 0.00141 0.09589 ± 0.00080 12.276 ± 0.079 % 90.110 ± 0.085 %
687
+ 482 3.7440 ± 0.0224 0.08334 ± 0.00141 0.09584 ± 0.00080 12.270 ± 0.079 % 90.110 ± 0.085 %
688
+ 483 3.7479 ± 0.0224 0.08314 ± 0.00141 0.09572 ± 0.00080 12.259 ± 0.079 % 90.114 ± 0.085 %
689
+ 484 3.7507 ± 0.0224 0.08294 ± 0.00141 0.09561 ± 0.00080 12.249 ± 0.079 % 90.119 ± 0.085 %
690
+ 485 3.7510 ± 0.0224 0.08277 ± 0.00140 0.09553 ± 0.00080 12.241 ± 0.079 % 90.118 ± 0.085 %
691
+ 486 3.7492 ± 0.0224 0.08263 ± 0.00140 0.09539 ± 0.00080 12.233 ± 0.079 % 90.120 ± 0.085 %
692
+ 487 3.7527 ± 0.0224 0.08246 ± 0.00140 0.09531 ± 0.00080 12.222 ± 0.079 % 90.118 ± 0.085 %
693
+ 488 3.7532 ± 0.0224 0.08233 ± 0.00140 0.09518 ± 0.00079 12.212 ± 0.079 % 90.123 ± 0.085 %
694
+ 489 3.7525 ± 0.0223 0.08217 ± 0.00139 0.09503 ± 0.00079 12.200 ± 0.078 % 90.131 ± 0.084 %
695
+ 490 3.7553 ± 0.0223 0.08209 ± 0.00139 0.09489 ± 0.00079 12.190 ± 0.078 % 90.130 ± 0.084 %
696
+ 491 3.7575 ± 0.0223 0.08207 ± 0.00139 0.09484 ± 0.00079 12.183 ± 0.078 % 90.130 ± 0.084 %
697
+ 492 3.7588 ± 0.0223 0.08209 ± 0.00139 0.09475 ± 0.00079 12.174 ± 0.078 % 90.132 ± 0.084 %
698
+ 493 3.7608 ± 0.0223 0.08202 ± 0.00139 0.09462 ± 0.00079 12.164 ± 0.078 % 90.145 ± 0.084 %
699
+ 494 3.7681 ± 0.0223 0.08186 ± 0.00138 0.09458 ± 0.00079 12.155 ± 0.078 % 90.144 ± 0.084 %
700
+ 495 3.7741 ± 0.0224 0.08174 ± 0.00138 0.09451 ± 0.00078 12.146 ± 0.078 % 90.141 ± 0.084 %
701
+ 496 3.7724 ± 0.0223 0.08166 ± 0.00138 0.09442 ± 0.00078 12.139 ± 0.078 % 90.145 ± 0.084 %
702
+ 497 3.7760 ± 0.0224 0.08154 ± 0.00138 0.09432 ± 0.00078 12.129 ± 0.078 % 90.152 ± 0.084 %
703
+ 498 3.7765 ± 0.0223 0.08149 ± 0.00138 0.09420 ± 0.00078 12.119 ± 0.078 % 90.158 ± 0.084 %
704
+ 499 3.7775 ± 0.0223 0.08143 ± 0.00137 0.09413 ± 0.00078 12.113 ± 0.078 % 90.166 ± 0.083 %
705
+ 500 3.7858 ± 0.0224 0.08130 ± 0.00137 0.09400 ± 0.00078 12.103 ± 0.077 % 90.169 ± 0.083 %
706
+ 501 3.7881 ± 0.0224 0.08112 ± 0.00137 0.09389 ± 0.00078 12.093 ± 0.077 % 90.174 ± 0.083 %
707
+ 502 3.7915 ± 0.0224 0.08102 ± 0.00137 0.09378 ± 0.00077 12.083 ± 0.077 % 90.177 ± 0.083 %
708
+ 503 3.7951 ± 0.0224 0.08092 ± 0.00137 0.09366 ± 0.00077 12.073 ± 0.077 % 90.179 ± 0.083 %
709
+ 504 3.7983 ± 0.0224 0.08076 ± 0.00136 0.09352 ± 0.00077 12.062 ± 0.077 % 90.184 ± 0.083 %
710
+ 505 3.8027 ± 0.0224 0.08065 ± 0.00136 0.09339 ± 0.00077 12.052 ± 0.077 % 90.189 ± 0.083 %
711
+ 506 3.8064 ± 0.0224 0.08057 ± 0.00136 0.09328 ± 0.00077 12.042 ± 0.077 % 90.196 ± 0.083 %
712
+ 507 3.8087 ± 0.0224 0.08044 ± 0.00136 0.09316 ± 0.00077 12.032 ± 0.077 % 90.198 ± 0.083 %
713
+ 508 3.8152 ± 0.0224 0.08032 ± 0.00136 0.09305 ± 0.00077 12.022 ± 0.077 % 90.199 ± 0.083 %
714
+ 509 3.8136 ± 0.0224 0.08016 ± 0.00135 0.09297 ± 0.00076 12.014 ± 0.077 % 90.199 ± 0.083 %
715
+ 510 3.8143 ± 0.0224 0.08003 ± 0.00135 0.09288 ± 0.00076 12.004 ± 0.077 % 90.200 ± 0.082 %
716
+ 511 3.8157 ± 0.0224 0.07986 ± 0.00135 0.09278 ± 0.00076 11.995 ± 0.077 % 90.208 ± 0.082 %
717
+ 512 3.8175 ± 0.0224 0.07980 ± 0.00135 0.09270 ± 0.00076 11.987 ± 0.076 % 90.216 ± 0.082 %
718
+ 513 3.8190 ± 0.0223 0.07969 ± 0.00135 0.09260 ± 0.00076 11.978 ± 0.076 % 90.213 ± 0.082 %
719
+ 514 3.8172 ± 0.0223 0.07957 ± 0.00134 0.09250 ± 0.00076 11.969 ± 0.076 % 90.214 ± 0.082 %
720
+ 515 3.8169 ± 0.0223 0.07948 ± 0.00134 0.09240 ± 0.00076 11.962 ± 0.076 % 90.221 ± 0.082 %
721
+ 516 3.8206 ± 0.0223 0.07937 ± 0.00134 0.09231 ± 0.00075 11.954 ± 0.076 % 90.227 ± 0.082 %
722
+ 517 3.8262 ± 0.0223 0.07930 ± 0.00134 0.09220 ± 0.00075 11.945 ± 0.076 % 90.234 ± 0.082 %
723
+ 518 3.8277 ± 0.0223 0.07921 ± 0.00134 0.09211 ± 0.00075 11.937 ± 0.076 % 90.239 ± 0.082 %
724
+ 519 3.8274 ± 0.0223 0.07909 ± 0.00133 0.09199 ± 0.00075 11.928 ± 0.076 % 90.247 ± 0.082 %
725
+ 520 3.8296 ± 0.0223 0.07899 ± 0.00133 0.09190 ± 0.00075 11.921 ± 0.076 % 90.248 ± 0.081 %
726
+ 521 3.8347 ± 0.0223 0.07883 ± 0.00133 0.09178 ± 0.00075 11.910 ± 0.076 % 90.250 ± 0.081 %
727
+ 522 3.8412 ± 0.0223 0.07876 ± 0.00133 0.09167 ± 0.00075 11.902 ± 0.076 % 90.253 ± 0.081 %
728
+ 523 3.8406 ± 0.0223 0.07866 ± 0.00133 0.09155 ± 0.00074 11.892 ± 0.075 % 90.259 ± 0.081 %
729
+ 524 3.8443 ± 0.0223 0.07855 ± 0.00132 0.09144 ± 0.00074 11.883 ± 0.075 % 90.263 ± 0.081 %
730
+ 525 3.8401 ± 0.0223 0.07855 ± 0.00132 0.09143 ± 0.00074 11.885 ± 0.075 % 90.274 ± 0.081 %
731
+ 526 3.8324 ± 0.0222 0.07861 ± 0.00132 0.09149 ± 0.00074 11.902 ± 0.075 % 90.280 ± 0.081 %
732
+ 527 3.8260 ± 0.0221 0.07879 ± 0.00132 0.09167 ± 0.00074 11.918 ± 0.075 % 90.280 ± 0.081 %
733
+ 528 3.8256 ± 0.0221 0.07900 ± 0.00132 0.09185 ± 0.00074 11.925 ± 0.075 % 90.274 ± 0.081 %
734
+ 529 3.8243 ± 0.0221 0.07918 ± 0.00132 0.09201 ± 0.00074 11.932 ± 0.075 % 90.264 ± 0.081 %
735
+ 530 3.8232 ± 0.0220 0.07909 ± 0.00132 0.09202 ± 0.00074 11.928 ± 0.075 % 90.263 ± 0.081 %
736
+ 531 3.8227 ± 0.0220 0.07920 ± 0.00132 0.09218 ± 0.00074 11.932 ± 0.075 % 90.253 ± 0.081 %
737
+ 532 3.8237 ± 0.0220 0.07908 ± 0.00132 0.09210 ± 0.00074 11.923 ± 0.075 % 90.255 ± 0.081 %
738
+ 533 3.8204 ± 0.0219 0.07925 ± 0.00132 0.09218 ± 0.00074 11.928 ± 0.075 % 90.251 ± 0.080 %
739
+ 534 3.8219 ± 0.0219 0.07936 ± 0.00132 0.09225 ± 0.00074 11.926 ± 0.075 % 90.240 ± 0.080 %
740
+ 535 3.8210 ± 0.0219 0.07948 ± 0.00132 0.09240 ± 0.00074 11.930 ± 0.074 % 90.229 ± 0.080 %
741
+ 536 3.8194 ± 0.0219 0.07962 ± 0.00132 0.09261 ± 0.00074 11.941 ± 0.074 % 90.218 ± 0.080 %
742
+ 537 3.8157 ± 0.0218 0.07997 ± 0.00132 0.09298 ± 0.00074 11.966 ± 0.074 % 90.208 ± 0.080 %
743
+ 538 3.8162 ± 0.0218 0.07999 ± 0.00132 0.09298 ± 0.00074 11.962 ± 0.074 % 90.200 ± 0.080 %
744
+ 539 3.8136 ± 0.0218 0.08012 ± 0.00132 0.09303 ± 0.00074 11.965 ± 0.074 % 90.195 ± 0.080 %
745
+ 540 3.8163 ± 0.0218 0.08021 ± 0.00131 0.09311 ± 0.00074 11.962 ± 0.074 % 90.186 ± 0.080 %
746
+ 541 3.8168 ± 0.0217 0.08023 ± 0.00131 0.09315 ± 0.00073 11.963 ± 0.074 % 90.177 ± 0.080 %
747
+ 542 3.8207 ± 0.0218 0.08019 ± 0.00131 0.09306 ± 0.00073 11.954 ± 0.074 % 90.173 ± 0.080 %
748
+ 543 3.8198 ± 0.0217 0.08012 ± 0.00131 0.09302 ± 0.00073 11.949 ± 0.074 % 90.174 ± 0.080 %
749
+ 544 3.8157 ± 0.0217 0.08003 ± 0.00131 0.09293 ± 0.00073 11.944 ± 0.074 % 90.181 ± 0.080 %
750
+ 545 3.8134 ± 0.0216 0.07990 ± 0.00131 0.09281 ± 0.00073 11.934 ± 0.074 % 90.192 ± 0.080 %
751
+ 546 3.8175 ± 0.0216 0.07977 ± 0.00130 0.09275 ± 0.00073 11.928 ± 0.074 % 90.187 ± 0.080 %
752
+ 547 3.8163 ± 0.0216 0.07970 ± 0.00130 0.09264 ± 0.00073 11.920 ± 0.073 % 90.194 ± 0.080 %
753
+ 548 3.8150 ± 0.0216 0.07961 ± 0.00130 0.09255 ± 0.00073 11.914 ± 0.073 % 90.201 ± 0.080 %
754
+ 549 3.8116 ± 0.0215 0.07954 ± 0.00130 0.09248 ± 0.00072 11.910 ± 0.073 % 90.210 ± 0.079 %
755
+ 550 3.8076 ± 0.0215 0.07942 ± 0.00130 0.09237 ± 0.00072 11.901 ± 0.073 % 90.217 ± 0.079 %
756
+ 551 3.8004 ± 0.0214 0.07944 ± 0.00130 0.09243 ± 0.00072 11.910 ± 0.073 % 90.222 ± 0.079 %
757
+ 552 3.7968 ± 0.0214 0.07953 ± 0.00130 0.09270 ± 0.00072 11.934 ± 0.073 % 90.212 ± 0.079 %
758
+ 553 3.7944 ± 0.0213 0.07981 ± 0.00130 0.09293 ± 0.00072 11.954 ± 0.073 % 90.200 ± 0.079 %
759
+ 554 3.7947 ± 0.0213 0.07984 ± 0.00130 0.09298 ± 0.00072 11.952 ± 0.073 % 90.193 ± 0.079 %
760
+ 555 3.8000 ± 0.0213 0.07977 ± 0.00130 0.09293 ± 0.00072 11.946 ± 0.073 % 90.194 ± 0.079 %
761
+ 556 3.8022 ± 0.0213 0.07976 ± 0.00129 0.09298 ± 0.00072 11.943 ± 0.073 % 90.188 ± 0.079 %
762
+ 557 3.8039 ± 0.0213 0.07987 ± 0.00129 0.09308 ± 0.00072 11.944 ± 0.073 % 90.187 ± 0.079 %
763
+ 558 3.8076 ± 0.0213 0.07987 ± 0.00129 0.09306 ± 0.00072 11.939 ± 0.073 % 90.183 ± 0.079 %
764
+ 559 3.8129 ± 0.0214 0.07990 ± 0.00129 0.09309 ± 0.00072 11.934 ± 0.072 % 90.176 ± 0.079 %
765
+ 560 3.8173 ± 0.0214 0.07977 ± 0.00129 0.09306 ± 0.00072 11.929 ± 0.072 % 90.170 ± 0.079 %
766
+ 561 3.8235 ± 0.0214 0.07970 ± 0.00129 0.09302 ± 0.00072 11.921 ± 0.072 % 90.164 ± 0.079 %
767
+ 562 3.8230 ± 0.0214 0.07964 ± 0.00129 0.09301 ± 0.00072 11.916 ± 0.072 % 90.163 ± 0.079 %
768
+ 563 3.8238 ± 0.0214 0.07984 ± 0.00129 0.09311 ± 0.00072 11.921 ± 0.072 % 90.156 ± 0.079 %
769
+ 564 3.8163 ± 0.0213 0.07983 ± 0.00129 0.09306 ± 0.00072 11.922 ± 0.072 % 90.167 ± 0.079 %
770
+ 565 3.8103 ± 0.0212 0.07986 ± 0.00129 0.09312 ± 0.00072 11.928 ± 0.072 % 90.176 ± 0.078 %
771
+ 566 3.8038 ± 0.0212 0.07993 ± 0.00129 0.09322 ± 0.00072 11.942 ± 0.072 % 90.180 ± 0.078 %
772
+ 567 3.7960 ± 0.0211 0.07993 ± 0.00129 0.09330 ± 0.00072 11.962 ± 0.072 % 90.184 ± 0.078 %
773
+ 568 3.7891 ± 0.0210 0.08010 ± 0.00129 0.09347 ± 0.00072 11.986 ± 0.072 % 90.191 ± 0.078 %
774
+ 569 3.7825 ± 0.0210 0.08017 ± 0.00128 0.09352 ± 0.00072 11.996 ± 0.072 % 90.199 ± 0.078 %
775
+ 570 3.7754 ± 0.0209 0.08016 ± 0.00128 0.09358 ± 0.00072 12.008 ± 0.072 % 90.207 ± 0.078 %
776
+ 571 3.7707 ± 0.0208 0.08046 ± 0.00128 0.09381 ± 0.00072 12.028 ± 0.072 % 90.206 ± 0.078 %
777
+ 572 3.7680 ± 0.0208 0.08086 ± 0.00129 0.09411 ± 0.00072 12.048 ± 0.072 % 90.195 ± 0.078 %
778
+ 573 3.7647 ± 0.0208 0.08088 ± 0.00128 0.09412 ± 0.00072 12.047 ± 0.072 % 90.202 ± 0.078 %
779
+ 574 3.7660 ± 0.0208 0.08090 ± 0.00128 0.09410 ± 0.00072 12.044 ± 0.072 % 90.204 ± 0.078 %
780
+ 575 3.7676 ± 0.0207 0.08077 ± 0.00128 0.09403 ± 0.00072 12.036 ± 0.072 % 90.200 ± 0.078 %
781
+ 576 3.7714 ± 0.0208 0.08067 ± 0.00128 0.09406 ± 0.00072 12.032 ± 0.072 % 90.197 ± 0.078 %
782
+ 577 3.7747 ± 0.0208 0.08061 ± 0.00128 0.09397 ± 0.00072 12.024 ± 0.072 % 90.198 ± 0.078 %
783
+ 578 3.7799 ± 0.0208 0.08053 ± 0.00128 0.09388 ± 0.00072 12.017 ± 0.072 % 90.204 ± 0.077 %
784
+ 579 3.7767 ± 0.0207 0.08044 ± 0.00127 0.09378 ± 0.00071 12.009 ± 0.072 % 90.209 ± 0.077 %
785
+ 580 3.7774 ± 0.0207 0.08050 ± 0.00127 0.09372 ± 0.00071 12.005 ± 0.071 % 90.209 ± 0.077 %
786
+
787
+ ====== Perplexity statistics ======
788
+ Mean PPL(Q) : 3.777378 ± 0.020737
789
+ Mean PPL(base) : 3.485232 ± 0.018794
790
+ Cor(ln(PPL(Q)), ln(PPL(base))): 97.28%
791
+ Mean ln(PPL(Q)/PPL(base)) : 0.080495 ± 0.001274
792
+ Mean PPL(Q)/PPL(base) : 1.083824 ± 0.001380
793
+ Mean PPL(Q)-PPL(base) : 0.292146 ± 0.005001
794
+
795
+ ====== KL divergence statistics ======
796
+ Mean KLD: 0.093718 ± 0.000714
797
+ Maximum KLD: 9.612570
798
+ 99.9% KLD: 3.268511
799
+ 99.0% KLD: 1.329580
800
+ 95.0% KLD: 0.416000
801
+ 90.0% KLD: 0.202282
802
+ Median KLD: 0.019772
803
+ 10.0% KLD: 0.000238
804
+ 5.0% KLD: 0.000071
805
+ 1.0% KLD: 0.000010
806
+ 0.1% KLD: 0.000001
807
+ Minimum KLD: -0.000020
808
+
809
+ ====== Token probability statistics ======
810
+ Mean Δp: -2.556 ± 0.031 %
811
+ Maximum Δp: 92.096%
812
+ 99.9% Δp: 51.696%
813
+ 99.0% Δp: 20.789%
814
+ 95.0% Δp: 7.402%
815
+ 90.0% Δp: 3.548%
816
+ 75.0% Δp: 0.270%
817
+ Median Δp: -0.084%
818
+ 25.0% Δp: -2.375%
819
+ 10.0% Δp: -10.146%
820
+ 5.0% Δp: -21.053%
821
+ 1.0% Δp: -58.722%
822
+ 0.1% Δp: -88.993%
823
+ Minimum Δp: -99.405%
824
+ RMS Δp : 12.005 ± 0.071 %
825
+ Same top p: 90.209 ± 0.077 %
826
+
827
+ llama_perf_context_print: load time = 170379.65 ms
828
+ llama_perf_context_print: prompt eval time = 136944.75 ms / 296960 tokens ( 0.46 ms per token, 2168.47 tokens per second)
829
+ llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second)
830
+ llama_perf_context_print: total time = 229037.69 ms / 296961 tokens
831
+ llama_perf_context_print: graphs reused = 0
832
+ llama_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
833
+ llama_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 26885 + (69286 = 64375 + 1702 + 3209) + 1077 |
834
+ llama_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 25089 + (71081 = 61001 + 1519 + 8561) + 1078 |
835
+ llama_memory_breakdown_print: | - Host | 1116 = 795 + 0 + 321 |
836
+ ```
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