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Qwen3.5-397B-A17B-GGUF

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1
+ ### Qwen3.5-397B-A17B-IQ2_XXS (aes_sedai)
2
+
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+ ```txt
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+ /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_XXS.gguf
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+ ggml_cuda_init: found 2 CUDA devices (Total VRAM: 194500 MiB):
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+ Device 0: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
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+ 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
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+ llama_params_fit_impl: projected memory use with initial parameters [MiB]:
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+ llama_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 64512 used, 30586 free vs. target of 1024
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+ llama_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 67131 used, 28166 free vs. target of 1024
13
+ llama_params_fit_impl: projected to use 131644 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 16.13 seconds
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+ 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
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+ 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
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+ 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_XXS.gguf (version GGUF V3 (latest))
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+ 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
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+ llama_model_loader: - kv 1: general.type str = model
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+ llama_model_loader: - kv 2: general.sampling.top_k i32 = 20
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+ llama_model_loader: - kv 3: general.sampling.top_p f32 = 0.950000
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+ llama_model_loader: - kv 4: general.sampling.temp f32 = 0.600000
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+ llama_model_loader: - kv 5: general.name str = Qwen3.5 397B A17B
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+ llama_model_loader: - kv 6: general.basename str = Qwen3.5
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+ llama_model_loader: - kv 7: general.size_label str = 397B-A17B
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+ llama_model_loader: - kv 8: general.license str = apache-2.0
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+ llama_model_loader: - kv 9: general.license.link str = https://huggingface.co/Qwen/Qwen3.5-3...
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+ 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 = 15
64
+ llama_model_loader: - kv 43: MoE_Quantization.ffn_up_exps str = IQ2_XXS
65
+ llama_model_loader: - kv 44: MoE_Quantization.ffn_gate_exps str = IQ2_XXS
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 = Q4_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 q4_K: 361 tensors
74
+ llama_model_loader: - type q6_K: 61 tensors
75
+ llama_model_loader: - type iq2_xxs: 60 tensors
76
+ llama_model_loader: - type iq3_xxs: 60 tensors
77
+ print_info: file format = GGUF V3 (latest)
78
+ print_info: file type = Q4_K - Medium
79
+ print_info: file size = 113.95 GiB (2.47 BPW)
80
+ load: 0 unused tokens
81
+ load: printing all EOG tokens:
82
+ load: - 248044 ('<|endoftext|>')
83
+ load: - 248046 ('<|im_end|>')
84
+ load: - 248063 ('<|fim_pad|>')
85
+ load: - 248064 ('<|repo_name|>')
86
+ load: - 248065 ('<|file_sep|>')
87
+ load: special tokens cache size = 33
88
+ load: token to piece cache size = 1.7581 MB
89
+ print_info: arch = qwen35moe
90
+ print_info: vocab_only = 0
91
+ print_info: no_alloc = 0
92
+ print_info: n_ctx_train = 262144
93
+ print_info: n_embd = 4096
94
+ print_info: n_embd_inp = 4096
95
+ print_info: n_layer = 60
96
+ print_info: n_head = 32
97
+ print_info: n_head_kv = 2
98
+ print_info: n_rot = 64
99
+ print_info: n_swa = 0
100
+ print_info: is_swa_any = 0
101
+ print_info: n_embd_head_k = 256
102
+ print_info: n_embd_head_v = 256
103
+ print_info: n_gqa = 16
104
+ print_info: n_embd_k_gqa = 512
105
+ print_info: n_embd_v_gqa = 512
106
+ print_info: f_norm_eps = 0.0e+00
107
+ print_info: f_norm_rms_eps = 1.0e-06
108
+ print_info: f_clamp_kqv = 0.0e+00
109
+ print_info: f_max_alibi_bias = 0.0e+00
110
+ print_info: f_logit_scale = 0.0e+00
111
+ print_info: f_attn_scale = 0.0e+00
112
+ print_info: n_ff = 0
113
+ print_info: n_expert = 512
114
+ print_info: n_expert_used = 10
115
+ print_info: n_expert_groups = 0
116
+ print_info: n_group_used = 0
117
+ print_info: causal attn = 1
118
+ print_info: pooling type = 0
119
+ print_info: rope type = 40
120
+ print_info: rope scaling = linear
121
+ print_info: freq_base_train = 10000000.0
122
+ print_info: freq_scale_train = 1
123
+ print_info: n_ctx_orig_yarn = 262144
124
+ print_info: rope_yarn_log_mul = 0.0000
125
+ print_info: rope_finetuned = unknown
126
+ print_info: mrope sections = [11, 11, 10, 0]
127
+ print_info: ssm_d_conv = 4
128
+ print_info: ssm_d_inner = 8192
129
+ print_info: ssm_d_state = 128
130
+ print_info: ssm_dt_rank = 64
131
+ print_info: ssm_n_group = 16
132
+ print_info: ssm_dt_b_c_rms = 0
133
+ print_info: model type = 397B.A17B
134
+ print_info: model params = 396.35 B
135
+ print_info: general.name = Qwen3.5 397B A17B
136
+ print_info: vocab type = BPE
137
+ print_info: n_vocab = 248320
138
+ print_info: n_merges = 247587
139
+ print_info: BOS token = 11 ','
140
+ print_info: EOS token = 248046 '<|im_end|>'
141
+ print_info: EOT token = 248046 '<|im_end|>'
142
+ print_info: PAD token = 248044 '<|endoftext|>'
143
+ print_info: LF token = 198 'Ċ'
144
+ print_info: FIM PRE token = 248060 '<|fim_prefix|>'
145
+ print_info: FIM SUF token = 248062 '<|fim_suffix|>'
146
+ print_info: FIM MID token = 248061 '<|fim_middle|>'
147
+ print_info: FIM PAD token = 248063 '<|fim_pad|>'
148
+ print_info: FIM REP token = 248064 '<|repo_name|>'
149
+ print_info: FIM SEP token = 248065 '<|file_sep|>'
150
+ print_info: EOG token = 248044 '<|endoftext|>'
151
+ print_info: EOG token = 248046 '<|im_end|>'
152
+ print_info: EOG token = 248063 '<|fim_pad|>'
153
+ print_info: EOG token = 248064 '<|repo_name|>'
154
+ print_info: EOG token = 248065 '<|file_sep|>'
155
+ print_info: max token length = 256
156
+ load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false)
157
+ load_tensors: offloading output layer to GPU
158
+ load_tensors: offloading 59 repeating layers to GPU
159
+ load_tensors: offloaded 61/61 layers to GPU
160
+ load_tensors: CPU_Mapped model buffer size = 545.62 MiB
161
+ load_tensors: CUDA0 model buffer size = 59601.88 MiB
162
+ load_tensors: CUDA1 model buffer size = 56539.41 MiB
163
+ ....................................................................................................
164
+ common_init_result: added <|endoftext|> logit bias = -inf
165
+ common_init_result: added <|im_end|> logit bias = -inf
166
+ common_init_result: added <|fim_pad|> logit bias = -inf
167
+ common_init_result: added <|repo_name|> logit bias = -inf
168
+ common_init_result: added <|file_sep|> logit bias = -inf
169
+ llama_context: constructing llama_context
170
+ llama_context: n_seq_max = 16
171
+ llama_context: n_ctx = 8192
172
+ llama_context: n_ctx_seq = 512
173
+ llama_context: n_batch = 8192
174
+ llama_context: n_ubatch = 8192
175
+ llama_context: causal_attn = 1
176
+ llama_context: flash_attn = enabled
177
+ llama_context: kv_unified = false
178
+ llama_context: freq_base = 10000000.0
179
+ llama_context: freq_scale = 1
180
+ llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
181
+ llama_context: CUDA_Host output buffer size = 15.16 MiB
182
+ llama_kv_cache: CUDA0 KV buffer size = 112.00 MiB
183
+ llama_kv_cache: CUDA1 KV buffer size = 128.00 MiB
184
+ llama_kv_cache: size = 240.00 MiB ( 512 cells, 15 layers, 16/16 seqs), K (f16): 120.00 MiB, V (f16): 120.00 MiB
185
+ llama_memory_recurrent: CUDA0 RS buffer size = 1590.00 MiB
186
+ llama_memory_recurrent: CUDA1 RS buffer size = 1391.25 MiB
187
+ llama_memory_recurrent: size = 2981.25 MiB ( 16 cells, 60 layers, 16 seqs), R (f32): 101.25 MiB, S (f32): 2880.00 MiB
188
+ llama_context: pipeline parallelism enabled
189
+ llama_context: graph reuse is currently not compatible with pipeline parallelism - disabling
190
+ sched_reserve: reserving ...
191
+ sched_reserve: resolving fused Gated Delta Net support:
192
+ sched_reserve: fused Gated Delta Net (autoregressive) enabled
193
+ sched_reserve: fused Gated Delta Net (chunked) enabled
194
+ sched_reserve: CUDA0 compute buffer size = 3209.00 MiB
195
+ sched_reserve: CUDA1 compute buffer size = 8561.13 MiB
196
+ sched_reserve: CUDA_Host compute buffer size = 321.25 MiB
197
+ sched_reserve: graph nodes = 5919
198
+ sched_reserve: graph splits = 3
199
+ sched_reserve: reserve took 875.51 ms, sched copies = 4
200
+ common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)
201
+
202
+ 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 |
203
+ kl_divergence: computing over 580 chunks, n_ctx=512, batch_size=8192, n_seq=16
204
+ kl_divergence: 10.38 seconds per pass - ETA 6.27 minutes
205
+
206
+ chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
207
+ 1 3.3735 ± 0.4349 0.04941 ± 0.03342 0.07978 ± 0.01237 10.010 ± 1.521 % 90.980 ± 1.797 %
208
+ 2 4.6498 ± 0.5074 0.04126 ± 0.02204 0.07381 ± 0.00834 8.403 ± 0.945 % 89.804 ± 1.341 %
209
+ 3 3.4892 ± 0.2961 0.05731 ± 0.01731 0.07614 ± 0.00778 10.353 ± 0.932 % 91.895 ± 0.987 %
210
+ 4 2.8553 ± 0.1896 0.10275 ± 0.01831 0.12250 ± 0.01158 15.014 ± 0.980 % 90.686 ± 0.910 %
211
+ 5 2.5526 ± 0.1405 0.13075 ± 0.01800 0.15351 ± 0.01298 17.215 ± 0.897 % 90.667 ± 0.815 %
212
+ 6 2.4251 ± 0.1158 0.15840 ± 0.01750 0.18206 ± 0.01249 18.998 ± 0.805 % 89.608 ± 0.780 %
213
+ 7 2.4325 ± 0.1076 0.17334 ± 0.01747 0.20482 ± 0.01201 19.906 ± 0.719 % 89.020 ± 0.740 %
214
+ 8 2.3817 ± 0.0976 0.20219 ± 0.01739 0.22551 ± 0.01259 21.028 ± 0.687 % 88.824 ± 0.698 %
215
+ 9 2.3927 ± 0.0917 0.22705 ± 0.01742 0.24960 ± 0.01275 22.019 ± 0.654 % 87.843 ± 0.682 %
216
+ 10 2.4277 ± 0.0877 0.24473 ± 0.01729 0.27201 ± 0.01263 23.055 ± 0.618 % 86.902 ± 0.668 %
217
+ 11 2.3717 ± 0.0798 0.25532 ± 0.01656 0.28180 ± 0.01224 23.380 ± 0.586 % 86.631 ± 0.643 %
218
+ 12 2.5285 ± 0.0845 0.24054 ± 0.01536 0.26487 ± 0.01128 22.533 ± 0.561 % 86.830 ± 0.611 %
219
+ 13 2.6330 ± 0.0856 0.25087 ± 0.01517 0.27572 ± 0.01086 22.694 ± 0.533 % 86.003 ± 0.603 %
220
+ 14 2.6524 ± 0.0829 0.23572 ± 0.01419 0.25958 ± 0.01014 21.949 ± 0.514 % 86.359 ± 0.575 %
221
+ 15 2.7770 ± 0.0849 0.22076 ± 0.01335 0.24523 ± 0.00951 21.252 ± 0.498 % 86.588 ± 0.551 %
222
+ 16 2.9183 ± 0.0886 0.20942 ± 0.01260 0.23301 ± 0.00895 20.625 ± 0.482 % 86.814 ± 0.530 %
223
+ 17 2.8844 ± 0.0841 0.19775 ± 0.01193 0.22083 ± 0.00845 20.046 ± 0.468 % 87.243 ± 0.507 %
224
+ 18 3.0123 ± 0.0870 0.18953 ± 0.01136 0.21154 ± 0.00801 19.555 ± 0.455 % 87.473 ± 0.489 %
225
+ 19 3.0597 ± 0.0869 0.18239 ± 0.01085 0.20356 ± 0.00762 19.137 ± 0.443 % 87.657 ± 0.473 %
226
+ 20 3.0837 ± 0.0852 0.17961 ± 0.01048 0.20095 ± 0.00727 18.876 ± 0.428 % 87.392 ± 0.465 %
227
+ 21 3.0485 ± 0.0816 0.17721 ± 0.01013 0.19743 ± 0.00697 18.623 ± 0.416 % 87.470 ± 0.452 %
228
+ 22 3.0933 ± 0.0814 0.17342 ± 0.00976 0.19160 ± 0.00667 18.293 ± 0.405 % 87.629 ± 0.440 %
229
+ 23 3.0134 ± 0.0767 0.17024 ± 0.00945 0.18781 ± 0.00643 18.106 ± 0.394 % 87.843 ± 0.427 %
230
+ 24 2.9451 ± 0.0725 0.16413 ± 0.00911 0.18180 ± 0.00618 17.796 ± 0.385 % 88.088 ± 0.414 %
231
+ 25 2.9304 ± 0.0705 0.15955 ± 0.00887 0.17854 ± 0.00595 17.586 ± 0.375 % 88.157 ± 0.405 %
232
+ 26 2.8981 ± 0.0678 0.15667 ± 0.00860 0.17514 ± 0.00574 17.417 ± 0.367 % 88.235 ± 0.396 %
233
+ 27 2.8761 ± 0.0656 0.15450 ± 0.00837 0.17175 ± 0.00554 17.207 ± 0.359 % 88.235 ± 0.388 %
234
+ 28 2.8791 ± 0.0646 0.15203 ± 0.00817 0.16988 ± 0.00536 17.028 ± 0.350 % 88.207 ± 0.382 %
235
+ 29 2.9247 ± 0.0650 0.14778 ± 0.00794 0.16654 ± 0.00519 16.819 ± 0.343 % 88.330 ± 0.373 %
236
+ 30 2.9051 ± 0.0630 0.14630 ± 0.00782 0.16697 ± 0.00508 16.885 ± 0.336 % 88.248 ± 0.368 %
237
+ 31 2.9067 ± 0.0618 0.14198 ± 0.00762 0.16480 ± 0.00493 16.698 ± 0.330 % 88.349 ± 0.361 %
238
+ 32 2.9562 ± 0.0626 0.13944 ± 0.00742 0.16126 ± 0.00478 16.471 ± 0.324 % 88.431 ± 0.354 %
239
+ 33 2.9747 ± 0.0620 0.13549 ± 0.00724 0.15821 ± 0.00465 16.260 ± 0.319 % 88.425 ± 0.349 %
240
+ 34 3.0107 ± 0.0622 0.13365 ± 0.00709 0.15630 ± 0.00452 16.104 ± 0.313 % 88.339 ± 0.345 %
241
+ 35 3.0769 ± 0.0631 0.13306 ± 0.00695 0.15497 ± 0.00440 15.947 ± 0.307 % 88.202 ± 0.341 %
242
+ 36 3.1689 ± 0.0648 0.13252 ± 0.00681 0.15300 ± 0.00429 15.778 ± 0.302 % 88.061 ± 0.338 %
243
+ 37 3.2287 ± 0.0653 0.13121 ± 0.00668 0.15198 ± 0.00419 15.677 ± 0.298 % 87.917 ± 0.336 %
244
+ 38 3.2505 ± 0.0651 0.12880 ± 0.00655 0.14968 ± 0.00409 15.528 ± 0.293 % 88.019 ± 0.330 %
245
+ 39 3.2986 ± 0.0657 0.12657 ± 0.00640 0.14695 ± 0.00399 15.354 ± 0.289 % 88.095 ± 0.325 %
246
+ 40 3.3527 ± 0.0668 0.12492 ± 0.00627 0.14455 ± 0.00389 15.196 ± 0.286 % 88.108 ± 0.321 %
247
+ 41 3.3882 ± 0.0669 0.12224 ± 0.00614 0.14214 ± 0.00380 15.036 ± 0.282 % 88.168 ± 0.316 %
248
+ 42 3.4494 ± 0.0678 0.11966 ± 0.00602 0.14004 ± 0.00372 14.888 ± 0.278 % 88.189 ± 0.312 %
249
+ 43 3.4796 ± 0.0678 0.11703 ± 0.00595 0.13824 ± 0.00364 14.765 ± 0.274 % 88.181 ± 0.308 %
250
+ 44 3.4910 ± 0.0671 0.11506 ± 0.00584 0.13623 ± 0.00356 14.622 ± 0.271 % 88.217 ± 0.304 %
251
+ 45 3.5501 ± 0.0681 0.11371 ± 0.00574 0.13459 ± 0.00348 14.509 ± 0.267 % 88.157 ± 0.302 %
252
+ 46 3.5573 ± 0.0676 0.11199 ± 0.00565 0.13273 ± 0.00341 14.383 ± 0.264 % 88.218 ± 0.298 %
253
+ 47 3.6427 ± 0.0691 0.10998 ± 0.00555 0.13140 ± 0.00334 14.251 ± 0.261 % 88.227 ± 0.294 %
254
+ 48 3.7014 ± 0.0699 0.10830 ± 0.00546 0.12955 ± 0.00328 14.122 ± 0.258 % 88.276 ± 0.291 %
255
+ 49 3.6766 ± 0.0686 0.10800 ± 0.00540 0.13070 ± 0.00325 14.163 ± 0.255 % 88.251 ± 0.288 %
256
+ 50 3.6278 ± 0.0669 0.11150 ± 0.00539 0.13348 ± 0.00326 14.449 ± 0.254 % 88.220 ± 0.286 %
257
+ 51 3.6001 ± 0.0655 0.11201 ± 0.00534 0.13437 ± 0.00322 14.504 ± 0.250 % 88.181 ± 0.283 %
258
+ 52 3.6187 ± 0.0654 0.11324 ± 0.00529 0.13556 ± 0.00319 14.557 ± 0.247 % 88.047 ± 0.282 %
259
+ 53 3.6690 ± 0.0658 0.11169 ± 0.00521 0.13429 ± 0.00313 14.437 ± 0.245 % 87.902 ± 0.281 %
260
+ 54 3.6977 ± 0.0658 0.10973 ± 0.00514 0.13291 ± 0.00308 14.332 ± 0.242 % 87.938 ± 0.278 %
261
+ 55 3.7210 ± 0.0657 0.10885 ± 0.00506 0.13168 ± 0.00303 14.225 ± 0.240 % 87.857 ± 0.276 %
262
+ 56 3.7342 ± 0.0654 0.10778 ± 0.00499 0.13059 ± 0.00298 14.136 ± 0.237 % 87.885 ± 0.273 %
263
+ 57 3.7516 ± 0.0652 0.10783 ± 0.00494 0.13018 ± 0.00294 14.104 ± 0.235 % 87.864 ± 0.271 %
264
+ 58 3.7717 ± 0.0650 0.10709 ± 0.00486 0.12883 ± 0.00289 14.006 ± 0.233 % 87.958 ± 0.268 %
265
+ 59 3.7751 ± 0.0645 0.10724 ± 0.00481 0.12816 ± 0.00285 13.969 ± 0.231 % 87.983 ± 0.265 %
266
+ 60 3.7987 ± 0.0645 0.10701 ± 0.00475 0.12725 ± 0.00281 13.887 ± 0.229 % 88.007 ± 0.263 %
267
+ 61 3.8266 ± 0.0647 0.10639 ± 0.00470 0.12660 ± 0.00276 13.824 ± 0.226 % 87.985 ± 0.261 %
268
+ 62 3.8678 ± 0.0650 0.10549 ± 0.00465 0.12590 ± 0.00272 13.742 ± 0.224 % 88.008 ± 0.258 %
269
+ 63 3.9044 ± 0.0653 0.10408 ± 0.00459 0.12481 ± 0.00268 13.650 ± 0.222 % 88.017 ± 0.256 %
270
+ 64 3.9455 ± 0.0656 0.10281 ± 0.00454 0.12384 ± 0.00264 13.565 ± 0.220 % 87.990 ± 0.254 %
271
+ 65 3.9950 ± 0.0662 0.10176 ± 0.00448 0.12278 ± 0.00260 13.488 ± 0.218 % 87.964 ± 0.253 %
272
+ 66 4.0206 ± 0.0662 0.10023 ± 0.00443 0.12199 ± 0.00256 13.414 ± 0.216 % 87.986 ± 0.251 %
273
+ 67 4.0755 ± 0.0671 0.10012 ± 0.00438 0.12136 ± 0.00253 13.348 ± 0.214 % 87.943 ± 0.249 %
274
+ 68 4.0985 ± 0.0670 0.10008 ± 0.00434 0.12079 ± 0.00250 13.305 ± 0.212 % 87.941 ± 0.247 %
275
+ 69 4.1188 ± 0.0668 0.09958 ± 0.00429 0.11993 ± 0.00246 13.238 ± 0.211 % 87.928 ± 0.246 %
276
+ 70 4.1063 ± 0.0660 0.09846 ± 0.00425 0.11944 ± 0.00243 13.224 ± 0.209 % 87.950 ± 0.244 %
277
+ 71 4.1441 ± 0.0662 0.09813 ± 0.00421 0.11896 ± 0.00240 13.164 ± 0.207 % 87.926 ± 0.242 %
278
+ 72 4.1576 ± 0.0659 0.09873 ± 0.00421 0.11997 ± 0.00238 13.179 ± 0.205 % 87.838 ± 0.241 %
279
+ 73 4.1747 ± 0.0659 0.10060 ± 0.00419 0.12053 ± 0.00236 13.228 ± 0.203 % 87.795 ± 0.240 %
280
+ 74 4.1896 ± 0.0658 0.09985 ± 0.00415 0.11967 ± 0.00233 13.157 ± 0.202 % 87.806 ± 0.238 %
281
+ 75 4.1899 ± 0.0654 0.09863 ± 0.00411 0.11913 ± 0.00233 13.110 ± 0.200 % 87.875 ± 0.236 %
282
+ 76 4.1953 ± 0.0651 0.09817 ± 0.00408 0.11841 ± 0.00230 13.056 ± 0.199 % 87.905 ± 0.234 %
283
+ 77 4.2187 ± 0.0652 0.09816 ± 0.00404 0.11812 ± 0.00228 12.998 ± 0.198 % 87.879 ± 0.233 %
284
+ 78 4.2104 ± 0.0648 0.09780 ± 0.00402 0.11784 ± 0.00226 12.962 ± 0.196 % 87.903 ± 0.231 %
285
+ 79 4.1591 ± 0.0636 0.09877 ± 0.00401 0.11821 ± 0.00227 13.061 ± 0.197 % 87.972 ± 0.229 %
286
+ 80 4.1030 ± 0.0621 0.09954 ± 0.00399 0.11907 ± 0.00229 13.193 ± 0.198 % 88.015 ± 0.227 %
287
+ 81 4.0490 ± 0.0607 0.10088 ± 0.00399 0.12060 ± 0.00232 13.421 ± 0.199 % 88.042 ± 0.226 %
288
+ 82 4.0067 ± 0.0595 0.10372 ± 0.00402 0.12233 ± 0.00233 13.584 ± 0.199 % 88.049 ± 0.224 %
289
+ 83 3.9647 ± 0.0583 0.10627 ± 0.00404 0.12468 ± 0.00237 13.851 ± 0.200 % 88.056 ± 0.223 %
290
+ 84 3.9267 ± 0.0572 0.10842 ± 0.00403 0.12623 ± 0.00236 14.057 ± 0.199 % 88.044 ± 0.222 %
291
+ 85 3.8840 ± 0.0561 0.10950 ± 0.00402 0.12756 ± 0.00238 14.187 ± 0.199 % 88.060 ± 0.220 %
292
+ 86 3.8878 ± 0.0559 0.11201 ± 0.00403 0.12971 ± 0.00239 14.328 ± 0.199 % 87.939 ± 0.220 %
293
+ 87 3.8531 ± 0.0549 0.11381 ± 0.00403 0.13135 ± 0.00240 14.486 ± 0.198 % 87.965 ± 0.218 %
294
+ 88 3.8092 ± 0.0539 0.11374 ± 0.00400 0.13157 ± 0.00239 14.527 ± 0.197 % 88.035 ± 0.217 %
295
+ 89 3.7683 ± 0.0528 0.11434 ± 0.00401 0.13270 ± 0.00242 14.624 ± 0.197 % 88.059 ± 0.215 %
296
+ 90 3.7260 ± 0.0518 0.11494 ± 0.00398 0.13346 ± 0.00242 14.737 ± 0.197 % 88.113 ± 0.214 %
297
+ 91 3.6871 ± 0.0508 0.11587 ± 0.00398 0.13454 ± 0.00245 14.829 ± 0.196 % 88.158 ± 0.212 %
298
+ 92 3.6493 ± 0.0498 0.11614 ± 0.00397 0.13488 ± 0.00245 14.878 ± 0.195 % 88.210 ± 0.211 %
299
+ 93 3.6288 ± 0.0492 0.11823 ± 0.00398 0.13658 ± 0.00245 14.997 ± 0.194 % 88.176 ± 0.210 %
300
+ 94 3.5952 ± 0.0483 0.11932 ± 0.00397 0.13784 ± 0.00246 15.138 ± 0.194 % 88.198 ± 0.208 %
301
+ 95 3.5592 ± 0.0474 0.12029 ± 0.00396 0.13894 ± 0.00247 15.257 ± 0.194 % 88.239 ± 0.207 %
302
+ 96 3.5339 ± 0.0467 0.12209 ± 0.00397 0.14058 ± 0.00249 15.400 ± 0.194 % 88.215 ± 0.206 %
303
+ 97 3.5039 ± 0.0459 0.12338 ± 0.00396 0.14182 ± 0.00250 15.497 ± 0.193 % 88.211 ± 0.205 %
304
+ 98 3.4719 ± 0.0451 0.12450 ± 0.00396 0.14334 ± 0.00252 15.659 ± 0.193 % 88.223 ± 0.204 %
305
+ 99 3.4485 ± 0.0445 0.12649 ± 0.00397 0.14537 ± 0.00255 15.784 ± 0.193 % 88.196 ± 0.203 %
306
+ 100 3.4260 ± 0.0439 0.12697 ± 0.00396 0.14627 ± 0.00255 15.855 ± 0.192 % 88.196 ± 0.202 %
307
+ 101 3.3992 ± 0.0432 0.12809 ± 0.00395 0.14780 ± 0.00256 15.966 ± 0.191 % 88.196 ± 0.201 %
308
+ 102 3.3748 ± 0.0426 0.12920 ± 0.00394 0.14891 ± 0.00257 16.070 ± 0.190 % 88.208 ± 0.200 %
309
+ 103 3.3483 ± 0.0419 0.12963 ± 0.00392 0.14908 ± 0.00256 16.106 ± 0.190 % 88.262 ± 0.199 %
310
+ 104 3.3299 ± 0.0414 0.13082 ± 0.00391 0.14998 ± 0.00255 16.213 ± 0.189 % 88.243 ± 0.198 %
311
+ 105 3.3414 ± 0.0414 0.13031 ± 0.00388 0.14978 ± 0.00253 16.176 ± 0.188 % 88.228 ± 0.197 %
312
+ 106 3.3640 ± 0.0416 0.12958 ± 0.00385 0.14888 ± 0.00251 16.107 ± 0.187 % 88.250 ± 0.196 %
313
+ 107 3.3894 ± 0.0418 0.12895 ± 0.00383 0.14834 ± 0.00249 16.056 ± 0.186 % 88.224 ± 0.195 %
314
+ 108 3.4290 ± 0.0423 0.12781 ± 0.00380 0.14752 ± 0.00247 15.989 ± 0.185 % 88.246 ± 0.194 %
315
+ 109 3.4340 ± 0.0422 0.12749 ± 0.00377 0.14684 ± 0.00245 15.938 ± 0.184 % 88.242 ± 0.193 %
316
+ 110 3.4723 ± 0.0427 0.12642 ± 0.00374 0.14607 ± 0.00243 15.875 ± 0.183 % 88.210 ± 0.193 %
317
+ 111 3.5027 ± 0.0430 0.12558 ± 0.00372 0.14526 ± 0.00241 15.814 ± 0.182 % 88.189 ± 0.192 %
318
+ 112 3.5259 ± 0.0432 0.12484 ± 0.00369 0.14432 ± 0.00239 15.750 ± 0.181 % 88.218 ± 0.191 %
319
+ 113 3.5575 ± 0.0436 0.12417 ± 0.00366 0.14338 ± 0.00237 15.686 ± 0.180 % 88.221 ± 0.190 %
320
+ 114 3.5954 ± 0.0441 0.12308 ± 0.00363 0.14250 ± 0.00235 15.623 ± 0.180 % 88.218 ± 0.189 %
321
+ 115 3.6216 ± 0.0444 0.12224 ± 0.00360 0.14162 ± 0.00233 15.563 ± 0.179 % 88.239 ± 0.188 %
322
+ 116 3.5886 ± 0.0437 0.12232 ± 0.00358 0.14150 ± 0.00232 15.592 ± 0.178 % 88.293 ± 0.187 %
323
+ 117 3.5662 ± 0.0432 0.12332 ± 0.00358 0.14243 ± 0.00232 15.668 ± 0.178 % 88.296 ± 0.186 %
324
+ 118 3.5505 ± 0.0428 0.12517 ± 0.00358 0.14412 ± 0.00233 15.778 ± 0.177 % 88.269 ± 0.186 %
325
+ 119 3.5299 ± 0.0422 0.12616 ± 0.00357 0.14491 ± 0.00232 15.872 ± 0.176 % 88.242 ± 0.185 %
326
+ 120 3.5193 ± 0.0419 0.12769 ± 0.00358 0.14611 ± 0.00232 15.951 ± 0.175 % 88.199 ± 0.184 %
327
+ 121 3.4981 ± 0.0414 0.12846 ± 0.00356 0.14666 ± 0.00232 15.990 ± 0.174 % 88.213 ± 0.184 %
328
+ 122 3.4871 ± 0.0410 0.13014 ± 0.00358 0.14860 ± 0.00233 16.086 ± 0.174 % 88.161 ± 0.183 %
329
+ 123 3.4757 ± 0.0407 0.13125 ± 0.00358 0.14949 ± 0.00233 16.126 ± 0.172 % 88.130 ± 0.183 %
330
+ 124 3.4563 ± 0.0402 0.13202 ± 0.00357 0.15057 ± 0.00233 16.197 ± 0.172 % 88.109 ± 0.182 %
331
+ 125 3.4418 ± 0.0398 0.13310 ± 0.00356 0.15158 ± 0.00233 16.246 ± 0.171 % 88.078 ± 0.182 %
332
+ 126 3.4266 ± 0.0394 0.13360 ± 0.00356 0.15225 ± 0.00233 16.272 ± 0.170 % 88.070 ± 0.181 %
333
+ 127 3.4124 ± 0.0390 0.13372 ± 0.00355 0.15257 ± 0.00232 16.294 ± 0.169 % 88.078 ± 0.180 %
334
+ 128 3.3948 ± 0.0386 0.13415 ± 0.00353 0.15271 ± 0.00231 16.301 ± 0.168 % 88.091 ± 0.179 %
335
+ 129 3.3778 ± 0.0382 0.13437 ± 0.00352 0.15342 ± 0.00231 16.362 ± 0.168 % 88.068 ± 0.179 %
336
+ 130 3.3679 ± 0.0378 0.13448 ± 0.00351 0.15358 ± 0.00229 16.378 ± 0.167 % 88.042 ± 0.178 %
337
+ 131 3.3598 ± 0.0376 0.13531 ± 0.00350 0.15402 ± 0.00229 16.384 ± 0.166 % 88.014 ± 0.178 %
338
+ 132 3.3603 ± 0.0374 0.13670 ± 0.00350 0.15521 ± 0.00228 16.428 ± 0.165 % 87.947 ± 0.177 %
339
+ 133 3.3593 ± 0.0372 0.13781 ± 0.00349 0.15582 ± 0.00228 16.451 ± 0.164 % 87.914 ± 0.177 %
340
+ 134 3.3599 ± 0.0371 0.13785 ± 0.00348 0.15623 ± 0.00226 16.439 ± 0.163 % 87.896 ± 0.176 %
341
+ 135 3.3626 ± 0.0369 0.13879 ± 0.00348 0.15666 ± 0.00225 16.446 ± 0.162 % 87.878 ± 0.176 %
342
+ 136 3.3598 ± 0.0368 0.14031 ± 0.00348 0.15720 ± 0.00224 16.459 ± 0.161 % 87.860 ± 0.175 %
343
+ 137 3.3625 ± 0.0366 0.13965 ± 0.00346 0.15652 ± 0.00223 16.410 ± 0.160 % 87.863 ± 0.175 %
344
+ 138 3.3749 ± 0.0367 0.13896 ± 0.00344 0.15578 ± 0.00221 16.362 ± 0.160 % 87.883 ± 0.174 %
345
+ 139 3.3819 ± 0.0367 0.13957 ± 0.00343 0.15568 ± 0.00220 16.346 ± 0.159 % 87.885 ± 0.173 %
346
+ 140 3.3880 ± 0.0366 0.13918 ± 0.00342 0.15569 ± 0.00219 16.320 ± 0.158 % 87.854 ± 0.173 %
347
+ 141 3.4013 ± 0.0367 0.13919 ± 0.00340 0.15556 ± 0.00217 16.294 ± 0.158 % 87.838 ± 0.172 %
348
+ 142 3.4081 ± 0.0366 0.13962 ± 0.00339 0.15602 ± 0.00217 16.286 ± 0.157 % 87.799 ± 0.172 %
349
+ 143 3.4149 ± 0.0366 0.13895 ± 0.00338 0.15542 ± 0.00215 16.237 ± 0.156 % 87.832 ± 0.171 %
350
+ 144 3.4248 ± 0.0366 0.13857 ± 0.00336 0.15482 ± 0.00214 16.196 ± 0.156 % 87.843 ± 0.171 %
351
+ 145 3.4224 ± 0.0364 0.13785 ± 0.00334 0.15400 ± 0.00213 16.147 ± 0.155 % 87.870 ± 0.170 %
352
+ 146 3.4266 ± 0.0363 0.13731 ± 0.00332 0.15328 ± 0.00211 16.101 ± 0.155 % 87.908 ± 0.169 %
353
+ 147 3.4222 ± 0.0361 0.13662 ± 0.00330 0.15245 ± 0.00210 16.051 ± 0.154 % 87.955 ± 0.168 %
354
+ 148 3.4244 ± 0.0360 0.13593 ± 0.00328 0.15166 ± 0.00208 16.002 ± 0.153 % 87.986 ± 0.167 %
355
+ 149 3.4184 ± 0.0358 0.13537 ± 0.00326 0.15086 ± 0.00207 15.955 ± 0.153 % 88.014 ± 0.167 %
356
+ 150 3.4115 ± 0.0356 0.13467 ± 0.00325 0.15037 ± 0.00206 15.928 ± 0.152 % 88.047 ± 0.166 %
357
+ 151 3.4038 ± 0.0354 0.13436 ± 0.00323 0.15022 ± 0.00205 15.922 ± 0.152 % 88.053 ± 0.165 %
358
+ 152 3.4003 ± 0.0352 0.13394 ± 0.00322 0.14954 ± 0.00204 15.879 ± 0.151 % 88.075 ± 0.165 %
359
+ 153 3.3935 ± 0.0350 0.13341 ± 0.00320 0.14897 ± 0.00203 15.851 ± 0.151 % 88.097 ± 0.164 %
360
+ 154 3.3981 ± 0.0349 0.13300 ± 0.00318 0.14830 ± 0.00201 15.808 ± 0.150 % 88.139 ± 0.163 %
361
+ 155 3.3987 ± 0.0347 0.13243 ± 0.00316 0.14762 ± 0.00200 15.765 ± 0.150 % 88.139 ± 0.163 %
362
+ 156 3.3920 ± 0.0345 0.13183 ± 0.00314 0.14702 ± 0.00199 15.732 ± 0.149 % 88.170 ± 0.162 %
363
+ 157 3.3888 ± 0.0343 0.13129 ± 0.00313 0.14642 ± 0.00198 15.696 ± 0.149 % 88.170 ± 0.161 %
364
+ 158 3.3877 ± 0.0342 0.13071 ± 0.00311 0.14579 ± 0.00197 15.654 ± 0.148 % 88.203 ± 0.161 %
365
+ 159 3.3821 ± 0.0340 0.13020 ± 0.00309 0.14522 ± 0.00196 15.623 ± 0.148 % 88.230 ± 0.160 %
366
+ 160 3.3795 ± 0.0338 0.12954 ± 0.00308 0.14460 ± 0.00194 15.585 ± 0.147 % 88.257 ± 0.159 %
367
+ 161 3.3853 ± 0.0338 0.12930 ± 0.00306 0.14403 ± 0.00193 15.545 ± 0.147 % 88.282 ± 0.159 %
368
+ 162 3.3842 ± 0.0336 0.12863 ± 0.00305 0.14340 ± 0.00192 15.508 ± 0.146 % 88.293 ± 0.158 %
369
+ 163 3.3809 ± 0.0334 0.12815 ± 0.00303 0.14284 ± 0.00191 15.476 ± 0.146 % 88.307 ± 0.158 %
370
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371
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372
+ 166 3.4010 ± 0.0334 0.12640 ± 0.00299 0.14123 ± 0.00188 15.364 ± 0.144 % 88.327 ± 0.156 %
373
+ 167 3.4190 ± 0.0336 0.12599 ± 0.00298 0.14077 ± 0.00187 15.324 ± 0.144 % 88.339 ± 0.156 %
374
+ 168 3.4273 ± 0.0336 0.12543 ± 0.00296 0.14019 ± 0.00186 15.285 ± 0.143 % 88.357 ± 0.155 %
375
+ 169 3.4536 ± 0.0338 0.12483 ± 0.00295 0.13983 ± 0.00185 15.248 ± 0.143 % 88.354 ± 0.155 %
376
+ 170 3.4634 ± 0.0339 0.12463 ± 0.00293 0.13944 ± 0.00184 15.217 ± 0.142 % 88.353 ± 0.154 %
377
+ 171 3.4917 ± 0.0342 0.12438 ± 0.00292 0.13895 ± 0.00183 15.179 ± 0.142 % 88.343 ± 0.154 %
378
+ 172 3.5198 ± 0.0345 0.12396 ± 0.00291 0.13863 ± 0.00182 15.148 ± 0.141 % 88.340 ± 0.153 %
379
+ 173 3.5371 ± 0.0346 0.12346 ± 0.00289 0.13813 ± 0.00181 15.109 ± 0.141 % 88.346 ± 0.153 %
380
+ 174 3.5686 ± 0.0350 0.12322 ± 0.00289 0.13793 ± 0.00180 15.081 ± 0.140 % 88.325 ± 0.152 %
381
+ 175 3.5838 ± 0.0351 0.12284 ± 0.00287 0.13747 ± 0.00179 15.044 ± 0.140 % 88.332 ± 0.152 %
382
+ 176 3.6073 ± 0.0353 0.12255 ± 0.00286 0.13700 ± 0.00178 15.005 ± 0.140 % 88.336 ± 0.152 %
383
+ 177 3.6274 ± 0.0356 0.12203 ± 0.00284 0.13659 ± 0.00177 14.971 ± 0.139 % 88.331 ± 0.151 %
384
+ 178 3.6378 ± 0.0356 0.12169 ± 0.00283 0.13620 ± 0.00176 14.943 ± 0.139 % 88.359 ± 0.151 %
385
+ 179 3.6203 ± 0.0353 0.12189 ± 0.00283 0.13663 ± 0.00176 14.991 ± 0.139 % 88.378 ± 0.150 %
386
+ 180 3.6031 ± 0.0350 0.12257 ± 0.00282 0.13712 ± 0.00176 15.045 ± 0.138 % 88.383 ± 0.150 %
387
+ 181 3.5949 ± 0.0348 0.12372 ± 0.00283 0.13828 ± 0.00177 15.125 ± 0.138 % 88.365 ± 0.149 %
388
+ 182 3.5853 ± 0.0345 0.12417 ± 0.00282 0.13884 ± 0.00177 15.146 ± 0.137 % 88.362 ± 0.149 %
389
+ 183 3.5720 ± 0.0343 0.12493 ± 0.00282 0.13934 ± 0.00177 15.203 ± 0.137 % 88.366 ± 0.148 %
390
+ 184 3.5608 ± 0.0340 0.12595 ± 0.00282 0.14033 ± 0.00177 15.280 ± 0.137 % 88.348 ± 0.148 %
391
+ 185 3.5480 ± 0.0338 0.12675 ± 0.00282 0.14113 ± 0.00177 15.345 ± 0.136 % 88.326 ± 0.148 %
392
+ 186 3.5362 ± 0.0335 0.12787 ± 0.00282 0.14190 ± 0.00177 15.406 ± 0.136 % 88.315 ± 0.148 %
393
+ 187 3.5446 ± 0.0335 0.12759 ± 0.00281 0.14156 ± 0.00176 15.382 ± 0.136 % 88.284 ± 0.147 %
394
+ 188 3.5590 ± 0.0336 0.12719 ± 0.00280 0.14101 ± 0.00176 15.346 ± 0.135 % 88.285 ± 0.147 %
395
+ 189 3.5759 ± 0.0338 0.12641 ± 0.00279 0.14053 ± 0.00175 15.311 ± 0.135 % 88.293 ± 0.146 %
396
+ 190 3.5901 ± 0.0339 0.12576 ± 0.00277 0.14007 ± 0.00174 15.275 ± 0.135 % 88.289 ± 0.146 %
397
+ 191 3.6023 ± 0.0339 0.12526 ± 0.00276 0.13960 ± 0.00173 15.239 ± 0.134 % 88.283 ± 0.146 %
398
+ 192 3.6108 ± 0.0340 0.12471 ± 0.00275 0.13913 ± 0.00172 15.204 ± 0.134 % 88.292 ± 0.145 %
399
+ 193 3.6257 ± 0.0340 0.12435 ± 0.00274 0.13866 ± 0.00171 15.168 ± 0.134 % 88.304 ± 0.145 %
400
+ 194 3.6442 ± 0.0342 0.12392 ± 0.00273 0.13824 ± 0.00170 15.135 ± 0.133 % 88.300 ± 0.145 %
401
+ 195 3.6618 ± 0.0343 0.12342 ± 0.00272 0.13788 ± 0.00170 15.103 ± 0.133 % 88.306 ± 0.144 %
402
+ 196 3.6724 ± 0.0344 0.12296 ± 0.00271 0.13749 ± 0.00169 15.074 ± 0.132 % 88.299 ± 0.144 %
403
+ 197 3.6719 ± 0.0343 0.12247 ± 0.00270 0.13704 ± 0.00168 15.044 ± 0.132 % 88.317 ± 0.143 %
404
+ 198 3.6768 ± 0.0342 0.12200 ± 0.00269 0.13655 ± 0.00167 15.010 ± 0.132 % 88.334 ± 0.143 %
405
+ 199 3.6781 ± 0.0342 0.12178 ± 0.00268 0.13612 ± 0.00166 14.981 ± 0.131 % 88.357 ± 0.142 %
406
+ 200 3.6827 ± 0.0342 0.12156 ± 0.00267 0.13581 ± 0.00166 14.953 ± 0.131 % 88.367 ± 0.142 %
407
+ 201 3.6885 ± 0.0341 0.12112 ± 0.00266 0.13551 ± 0.00165 14.929 ± 0.131 % 88.372 ± 0.142 %
408
+ 202 3.7048 ± 0.0343 0.12082 ± 0.00265 0.13521 ± 0.00164 14.900 ± 0.130 % 88.356 ± 0.141 %
409
+ 203 3.7244 ± 0.0344 0.12030 ± 0.00264 0.13483 ± 0.00163 14.868 ± 0.130 % 88.349 ± 0.141 %
410
+ 204 3.7407 ± 0.0345 0.11969 ± 0.00263 0.13448 ± 0.00163 14.839 ± 0.129 % 88.345 ± 0.141 %
411
+ 205 3.7407 ± 0.0344 0.11932 ± 0.00262 0.13417 ± 0.00162 14.815 ± 0.129 % 88.371 ± 0.140 %
412
+ 206 3.7582 ± 0.0346 0.11888 ± 0.00261 0.13384 ± 0.00161 14.786 ± 0.129 % 88.359 ± 0.140 %
413
+ 207 3.7558 ± 0.0345 0.11845 ± 0.00260 0.13339 ± 0.00161 14.756 ± 0.129 % 88.389 ± 0.139 %
414
+ 208 3.7656 ± 0.0345 0.11793 ± 0.00259 0.13297 ± 0.00160 14.724 ± 0.128 % 88.382 ± 0.139 %
415
+ 209 3.7675 ± 0.0344 0.11750 ± 0.00258 0.13276 ± 0.00159 14.703 ± 0.128 % 88.374 ± 0.139 %
416
+ 210 3.7749 ± 0.0345 0.11719 ± 0.00257 0.13239 ± 0.00158 14.677 ± 0.127 % 88.370 ± 0.139 %
417
+ 211 3.7811 ± 0.0344 0.11665 ± 0.00256 0.13201 ± 0.00158 14.649 ± 0.127 % 88.386 ± 0.138 %
418
+ 212 3.7887 ± 0.0344 0.11625 ± 0.00255 0.13164 ± 0.00157 14.623 ± 0.127 % 88.380 ± 0.138 %
419
+ 213 3.7898 ± 0.0344 0.11575 ± 0.00254 0.13118 ± 0.00156 14.593 ± 0.126 % 88.392 ± 0.137 %
420
+ 214 3.7888 ± 0.0343 0.11522 ± 0.00253 0.13076 ± 0.00156 14.565 ± 0.126 % 88.413 ± 0.137 %
421
+ 215 3.7890 ± 0.0342 0.11477 ± 0.00252 0.13037 ± 0.00155 14.539 ± 0.126 % 88.401 ± 0.137 %
422
+ 216 3.7965 ± 0.0342 0.11426 ± 0.00251 0.13000 ± 0.00154 14.511 ± 0.125 % 88.411 ± 0.136 %
423
+ 217 3.7974 ± 0.0341 0.11376 ± 0.00250 0.12957 ± 0.00154 14.482 ± 0.125 % 88.434 ± 0.136 %
424
+ 218 3.7933 ± 0.0340 0.11330 ± 0.00249 0.12918 ± 0.00153 14.456 ± 0.125 % 88.442 ± 0.136 %
425
+ 219 3.7857 ± 0.0338 0.11282 ± 0.00248 0.12874 ± 0.00152 14.430 ± 0.125 % 88.461 ± 0.135 %
426
+ 220 3.7862 ± 0.0337 0.11249 ± 0.00247 0.12838 ± 0.00152 14.404 ± 0.124 % 88.471 ± 0.135 %
427
+ 221 3.7893 ± 0.0336 0.11209 ± 0.00246 0.12794 ± 0.00151 14.375 ± 0.124 % 88.477 ± 0.135 %
428
+ 222 3.7913 ± 0.0336 0.11165 ± 0.00245 0.12766 ± 0.00150 14.351 ± 0.124 % 88.483 ± 0.134 %
429
+ 223 3.8009 ± 0.0336 0.11137 ± 0.00245 0.12736 ± 0.00150 14.324 ± 0.123 % 88.480 ± 0.134 %
430
+ 224 3.7979 ± 0.0335 0.11111 ± 0.00244 0.12700 ± 0.00149 14.298 ± 0.123 % 88.486 ± 0.134 %
431
+ 225 3.7967 ± 0.0334 0.11099 ± 0.00243 0.12676 ± 0.00149 14.278 ± 0.123 % 88.486 ± 0.133 %
432
+ 226 3.7981 ± 0.0333 0.11071 ± 0.00243 0.12664 ± 0.00148 14.270 ± 0.122 % 88.480 ± 0.133 %
433
+ 227 3.7961 ± 0.0332 0.11029 ± 0.00242 0.12626 ± 0.00147 14.242 ± 0.122 % 88.488 ± 0.133 %
434
+ 228 3.7933 ± 0.0331 0.11002 ± 0.00241 0.12588 ± 0.00147 14.215 ± 0.122 % 88.505 ± 0.132 %
435
+ 229 3.7942 ± 0.0331 0.10969 ± 0.00240 0.12553 ± 0.00146 14.188 ± 0.121 % 88.511 ± 0.132 %
436
+ 230 3.7902 ± 0.0329 0.10950 ± 0.00239 0.12519 ± 0.00146 14.165 ± 0.121 % 88.530 ± 0.132 %
437
+ 231 3.7919 ± 0.0329 0.10916 ± 0.00238 0.12483 ± 0.00145 14.140 ± 0.121 % 88.531 ± 0.131 %
438
+ 232 3.7951 ± 0.0328 0.10899 ± 0.00237 0.12454 ± 0.00144 14.116 ± 0.121 % 88.524 ± 0.131 %
439
+ 233 3.7973 ± 0.0327 0.10870 ± 0.00237 0.12420 ± 0.00144 14.091 ± 0.120 % 88.520 ± 0.131 %
440
+ 234 3.7966 ± 0.0327 0.10848 ± 0.00236 0.12402 ± 0.00143 14.081 ± 0.120 % 88.534 ± 0.130 %
441
+ 235 3.7894 ± 0.0325 0.10823 ± 0.00235 0.12402 ± 0.00143 14.079 ± 0.120 % 88.544 ± 0.130 %
442
+ 236 3.7843 ± 0.0324 0.10865 ± 0.00235 0.12481 ± 0.00143 14.128 ± 0.119 % 88.519 ± 0.130 %
443
+ 237 3.7834 ± 0.0323 0.10839 ± 0.00235 0.12448 ± 0.00143 14.104 ± 0.119 % 88.536 ± 0.130 %
444
+ 238 3.7821 ± 0.0322 0.10817 ± 0.00234 0.12414 ± 0.00142 14.082 ± 0.119 % 88.548 ± 0.129 %
445
+ 239 3.7839 ± 0.0322 0.10783 ± 0.00233 0.12386 ± 0.00142 14.060 ± 0.119 % 88.549 ± 0.129 %
446
+ 240 3.7878 ± 0.0321 0.10759 ± 0.00232 0.12353 ± 0.00141 14.034 ± 0.118 % 88.560 ± 0.129 %
447
+ 241 3.7902 ± 0.0321 0.10727 ± 0.00232 0.12331 ± 0.00141 14.018 ± 0.118 % 88.579 ± 0.128 %
448
+ 242 3.7906 ± 0.0320 0.10764 ± 0.00231 0.12360 ± 0.00140 14.023 ± 0.118 % 88.555 ± 0.128 %
449
+ 243 3.8019 ± 0.0321 0.10735 ± 0.00231 0.12346 ± 0.00140 14.003 ± 0.117 % 88.531 ± 0.128 %
450
+ 244 3.8019 ± 0.0321 0.10731 ± 0.00230 0.12352 ± 0.00139 14.009 ± 0.117 % 88.507 ± 0.128 %
451
+ 245 3.8030 ± 0.0320 0.10746 ± 0.00230 0.12375 ± 0.00139 14.012 ± 0.117 % 88.482 ± 0.128 %
452
+ 246 3.8144 ± 0.0321 0.10726 ± 0.00229 0.12353 ± 0.00138 13.988 ± 0.116 % 88.478 ± 0.127 %
453
+ 247 3.8255 ± 0.0321 0.10696 ± 0.00229 0.12331 ± 0.00138 13.965 ± 0.116 % 88.472 ± 0.127 %
454
+ 248 3.8342 ± 0.0321 0.10688 ± 0.00228 0.12304 ± 0.00137 13.941 ± 0.116 % 88.457 ± 0.127 %
455
+ 249 3.8421 ± 0.0322 0.10667 ± 0.00227 0.12297 ± 0.00137 13.929 ± 0.116 % 88.440 ± 0.127 %
456
+ 250 3.8531 ± 0.0322 0.10651 ± 0.00227 0.12272 ± 0.00136 13.906 ± 0.115 % 88.424 ± 0.127 %
457
+ 251 3.8606 ± 0.0322 0.10629 ± 0.00226 0.12241 ± 0.00136 13.882 ± 0.115 % 88.440 ± 0.126 %
458
+ 252 3.8708 ± 0.0323 0.10631 ± 0.00225 0.12230 ± 0.00135 13.875 ± 0.115 % 88.430 ± 0.126 %
459
+ 253 3.8892 ± 0.0324 0.10616 ± 0.00225 0.12202 ± 0.00135 13.850 ± 0.115 % 88.427 ± 0.126 %
460
+ 254 3.8941 ± 0.0324 0.10577 ± 0.00224 0.12171 ± 0.00134 13.825 ± 0.114 % 88.447 ± 0.126 %
461
+ 255 3.8946 ± 0.0323 0.10572 ± 0.00223 0.12169 ± 0.00134 13.820 ± 0.114 % 88.446 ± 0.125 %
462
+ 256 3.8995 ± 0.0323 0.10555 ± 0.00223 0.12153 ± 0.00134 13.807 ± 0.114 % 88.454 ± 0.125 %
463
+ 257 3.8982 ± 0.0322 0.10515 ± 0.00222 0.12128 ± 0.00133 13.785 ± 0.114 % 88.473 ± 0.125 %
464
+ 258 3.8892 ± 0.0321 0.10512 ± 0.00222 0.12112 ± 0.00133 13.775 ± 0.113 % 88.486 ± 0.124 %
465
+ 259 3.8850 ± 0.0320 0.10488 ± 0.00221 0.12104 ± 0.00132 13.768 ± 0.113 % 88.484 ± 0.124 %
466
+ 260 3.8769 ± 0.0318 0.10486 ± 0.00221 0.12107 ± 0.00132 13.770 ± 0.113 % 88.496 ± 0.124 %
467
+ 261 3.8721 ± 0.0317 0.10494 ± 0.00220 0.12099 ± 0.00132 13.762 ± 0.112 % 88.503 ± 0.124 %
468
+ 262 3.8783 ± 0.0317 0.10470 ± 0.00220 0.12083 ± 0.00131 13.744 ± 0.112 % 88.499 ± 0.123 %
469
+ 263 3.8861 ± 0.0317 0.10457 ± 0.00219 0.12069 ± 0.00131 13.727 ± 0.112 % 88.484 ± 0.123 %
470
+ 264 3.8916 ± 0.0317 0.10424 ± 0.00218 0.12051 ± 0.00130 13.707 ± 0.112 % 88.473 ± 0.123 %
471
+ 265 3.8956 ± 0.0317 0.10419 ± 0.00218 0.12038 ± 0.00130 13.689 ± 0.111 % 88.469 ± 0.123 %
472
+ 266 3.8945 ± 0.0316 0.10429 ± 0.00218 0.12042 ± 0.00130 13.687 ± 0.111 % 88.459 ± 0.123 %
473
+ 267 3.8947 ± 0.0316 0.10421 ± 0.00217 0.12021 ± 0.00129 13.673 ± 0.111 % 88.472 ± 0.122 %
474
+ 268 3.8940 ± 0.0315 0.10442 ± 0.00217 0.12034 ± 0.00129 13.668 ± 0.111 % 88.456 ± 0.122 %
475
+ 269 3.8902 ± 0.0314 0.10448 ± 0.00217 0.12026 ± 0.00128 13.660 ± 0.110 % 88.454 ± 0.122 %
476
+ 270 3.8867 ± 0.0313 0.10435 ± 0.00216 0.12013 ± 0.00128 13.650 ± 0.110 % 88.456 ± 0.122 %
477
+ 271 3.8831 ± 0.0312 0.10439 ± 0.00216 0.12009 ± 0.00128 13.641 ± 0.110 % 88.454 ± 0.122 %
478
+ 272 3.8771 ± 0.0311 0.10409 ± 0.00215 0.12000 ± 0.00127 13.633 ± 0.110 % 88.459 ± 0.121 %
479
+ 273 3.8815 ± 0.0311 0.10415 ± 0.00215 0.11994 ± 0.00127 13.620 ± 0.109 % 88.458 ± 0.121 %
480
+ 274 3.8784 ± 0.0310 0.10411 ± 0.00214 0.11978 ± 0.00126 13.608 ± 0.109 % 88.463 ± 0.121 %
481
+ 275 3.8790 ± 0.0309 0.10409 ± 0.00213 0.11964 ± 0.00126 13.592 ± 0.109 % 88.461 ± 0.121 %
482
+ 276 3.8805 ± 0.0309 0.10399 ± 0.00213 0.11944 ± 0.00126 13.577 ± 0.109 % 88.467 ± 0.120 %
483
+ 277 3.8775 ± 0.0308 0.10393 ± 0.00212 0.11941 ± 0.00125 13.569 ± 0.108 % 88.473 ± 0.120 %
484
+ 278 3.8810 ± 0.0307 0.10368 ± 0.00212 0.11919 ± 0.00125 13.549 ± 0.108 % 88.479 ± 0.120 %
485
+ 279 3.8816 ± 0.0307 0.10360 ± 0.00211 0.11913 ± 0.00125 13.542 ± 0.108 % 88.490 ± 0.120 %
486
+ 280 3.8755 ± 0.0306 0.10330 ± 0.00211 0.11885 ± 0.00124 13.522 ± 0.108 % 88.503 ± 0.119 %
487
+ 281 3.8775 ± 0.0306 0.10346 ± 0.00211 0.11903 ± 0.00124 13.515 ± 0.107 % 88.486 ± 0.119 %
488
+ 282 3.8678 ± 0.0304 0.10328 ± 0.00210 0.11887 ± 0.00124 13.509 ± 0.107 % 88.505 ± 0.119 %
489
+ 283 3.8651 ± 0.0303 0.10310 ± 0.00210 0.11878 ± 0.00123 13.496 ± 0.107 % 88.521 ± 0.119 %
490
+ 284 3.8618 ± 0.0302 0.10354 ± 0.00209 0.11908 ± 0.00124 13.518 ± 0.107 % 88.509 ± 0.119 %
491
+ 285 3.8523 ± 0.0301 0.10428 ± 0.00210 0.11966 ± 0.00124 13.591 ± 0.107 % 88.506 ± 0.118 %
492
+ 286 3.8427 ± 0.0300 0.10439 ± 0.00209 0.11978 ± 0.00124 13.611 ± 0.107 % 88.523 ± 0.118 %
493
+ 287 3.8402 ± 0.0299 0.10425 ± 0.00209 0.11961 ± 0.00124 13.596 ± 0.107 % 88.526 ± 0.118 %
494
+ 288 3.8433 ± 0.0299 0.10403 ± 0.00208 0.11939 ± 0.00123 13.578 ± 0.107 % 88.535 ± 0.118 %
495
+ 289 3.8515 ± 0.0299 0.10380 ± 0.00208 0.11922 ± 0.00123 13.560 ± 0.106 % 88.535 ± 0.117 %
496
+ 290 3.8632 ± 0.0300 0.10359 ± 0.00207 0.11902 ± 0.00122 13.541 ± 0.106 % 88.529 ± 0.117 %
497
+ 291 3.8747 ± 0.0301 0.10345 ± 0.00207 0.11883 ± 0.00122 13.524 ± 0.106 % 88.525 ± 0.117 %
498
+ 292 3.8820 ± 0.0301 0.10331 ± 0.00206 0.11866 ± 0.00122 13.512 ± 0.106 % 88.527 ± 0.117 %
499
+ 293 3.8887 ± 0.0301 0.10314 ± 0.00206 0.11844 ± 0.00121 13.493 ± 0.106 % 88.520 ± 0.117 %
500
+ 294 3.9018 ± 0.0302 0.10297 ± 0.00205 0.11822 ± 0.00121 13.473 ± 0.105 % 88.527 ± 0.116 %
501
+ 295 3.9038 ± 0.0302 0.10265 ± 0.00205 0.11800 ± 0.00121 13.459 ± 0.105 % 88.529 ± 0.116 %
502
+ 296 3.9104 ± 0.0302 0.10236 ± 0.00204 0.11781 ± 0.00120 13.444 ± 0.105 % 88.531 ± 0.116 %
503
+ 297 3.9069 ± 0.0301 0.10220 ± 0.00204 0.11762 ± 0.00120 13.430 ± 0.105 % 88.543 ± 0.116 %
504
+ 298 3.9081 ± 0.0301 0.10195 ± 0.00203 0.11736 ± 0.00119 13.413 ± 0.105 % 88.558 ± 0.115 %
505
+ 299 3.9088 ± 0.0300 0.10165 ± 0.00202 0.11711 ± 0.00119 13.393 ± 0.104 % 88.564 ± 0.115 %
506
+ 300 3.9097 ± 0.0300 0.10146 ± 0.00202 0.11692 ± 0.00119 13.377 ± 0.104 % 88.574 ± 0.115 %
507
+ 301 3.9077 ± 0.0299 0.10175 ± 0.00202 0.11701 ± 0.00118 13.378 ± 0.104 % 88.548 ± 0.115 %
508
+ 302 3.9044 ± 0.0298 0.10146 ± 0.00201 0.11687 ± 0.00118 13.364 ± 0.104 % 88.551 ± 0.115 %
509
+ 303 3.9109 ± 0.0298 0.10130 ± 0.00201 0.11672 ± 0.00118 13.349 ± 0.103 % 88.551 ± 0.115 %
510
+ 304 3.9165 ± 0.0298 0.10107 ± 0.00200 0.11653 ± 0.00117 13.331 ± 0.103 % 88.558 ± 0.114 %
511
+ 305 3.9175 ± 0.0298 0.10090 ± 0.00200 0.11638 ± 0.00117 13.317 ± 0.103 % 88.568 ± 0.114 %
512
+ 306 3.9208 ± 0.0297 0.10069 ± 0.00199 0.11624 ± 0.00117 13.303 ± 0.103 % 88.565 ± 0.114 %
513
+ 307 3.9249 ± 0.0297 0.10052 ± 0.00199 0.11610 ± 0.00116 13.289 ± 0.103 % 88.561 ± 0.114 %
514
+ 308 3.9270 ± 0.0297 0.10023 ± 0.00198 0.11593 ± 0.00116 13.280 ± 0.102 % 88.560 ± 0.114 %
515
+ 309 3.9323 ± 0.0297 0.10004 ± 0.00198 0.11572 ± 0.00116 13.262 ± 0.102 % 88.564 ± 0.113 %
516
+ 310 3.9385 ± 0.0297 0.09974 ± 0.00198 0.11562 ± 0.00115 13.248 ± 0.102 % 88.560 ± 0.113 %
517
+ 311 3.9397 ± 0.0297 0.09949 ± 0.00197 0.11540 ± 0.00115 13.231 ± 0.102 % 88.568 ± 0.113 %
518
+ 312 3.9449 ± 0.0296 0.09926 ± 0.00197 0.11523 ± 0.00115 13.215 ± 0.102 % 88.558 ± 0.113 %
519
+ 313 3.9472 ± 0.0296 0.09903 ± 0.00196 0.11503 ± 0.00114 13.201 ± 0.101 % 88.566 ± 0.113 %
520
+ 314 3.9459 ± 0.0296 0.09874 ± 0.00196 0.11486 ± 0.00114 13.186 ± 0.101 % 88.581 ± 0.112 %
521
+ 315 3.9445 ± 0.0295 0.09850 ± 0.00195 0.11461 ± 0.00114 13.170 ± 0.101 % 88.595 ± 0.112 %
522
+ 316 3.9556 ± 0.0296 0.09823 ± 0.00195 0.11440 ± 0.00113 13.153 ± 0.101 % 88.599 ± 0.112 %
523
+ 317 3.9607 ± 0.0296 0.09801 ± 0.00194 0.11419 ± 0.00113 13.136 ± 0.101 % 88.601 ± 0.112 %
524
+ 318 3.9722 ± 0.0296 0.09782 ± 0.00194 0.11395 ± 0.00113 13.120 ± 0.101 % 88.609 ± 0.112 %
525
+ 319 3.9579 ± 0.0295 0.09801 ± 0.00193 0.11423 ± 0.00113 13.168 ± 0.101 % 88.621 ± 0.111 %
526
+ 320 3.9441 ± 0.0293 0.09832 ± 0.00193 0.11449 ± 0.00113 13.210 ± 0.101 % 88.631 ± 0.111 %
527
+ 321 3.9332 ± 0.0291 0.09878 ± 0.00193 0.11497 ± 0.00113 13.263 ± 0.101 % 88.634 ± 0.111 %
528
+ 322 3.9229 ± 0.0290 0.09951 ± 0.00193 0.11556 ± 0.00114 13.345 ± 0.101 % 88.623 ± 0.111 %
529
+ 323 3.9109 ± 0.0288 0.10015 ± 0.00194 0.11610 ± 0.00115 13.403 ± 0.101 % 88.626 ± 0.111 %
530
+ 324 3.9020 ± 0.0287 0.10049 ± 0.00194 0.11673 ± 0.00115 13.442 ± 0.101 % 88.618 ± 0.110 %
531
+ 325 3.8936 ± 0.0286 0.10134 ± 0.00194 0.11750 ± 0.00116 13.505 ± 0.101 % 88.600 ± 0.110 %
532
+ 326 3.8854 ± 0.0284 0.10212 ± 0.00194 0.11809 ± 0.00116 13.560 ± 0.101 % 88.591 ± 0.110 %
533
+ 327 3.8761 ± 0.0283 0.10283 ± 0.00194 0.11875 ± 0.00116 13.633 ± 0.101 % 88.570 ± 0.110 %
534
+ 328 3.8706 ± 0.0282 0.10374 ± 0.00195 0.11931 ± 0.00116 13.672 ± 0.101 % 88.551 ± 0.110 %
535
+ 329 3.8615 ± 0.0281 0.10420 ± 0.00195 0.11965 ± 0.00116 13.711 ± 0.100 % 88.539 ± 0.110 %
536
+ 330 3.8519 ± 0.0280 0.10490 ± 0.00195 0.12015 ± 0.00117 13.750 ± 0.100 % 88.536 ± 0.110 %
537
+ 331 3.8445 ± 0.0278 0.10569 ± 0.00195 0.12078 ± 0.00117 13.803 ± 0.100 % 88.531 ± 0.110 %
538
+ 332 3.8335 ± 0.0277 0.10603 ± 0.00195 0.12112 ± 0.00117 13.844 ± 0.100 % 88.534 ± 0.110 %
539
+ 333 3.8248 ± 0.0276 0.10637 ± 0.00195 0.12153 ± 0.00117 13.884 ± 0.100 % 88.532 ± 0.109 %
540
+ 334 3.8170 ± 0.0274 0.10717 ± 0.00195 0.12217 ± 0.00117 13.948 ± 0.100 % 88.519 ± 0.109 %
541
+ 335 3.8079 ± 0.0273 0.10791 ± 0.00195 0.12266 ± 0.00118 13.986 ± 0.100 % 88.521 ± 0.109 %
542
+ 336 3.7975 ± 0.0272 0.10850 ± 0.00195 0.12317 ± 0.00118 14.047 ± 0.100 % 88.517 ± 0.109 %
543
+ 337 3.7891 ± 0.0271 0.10914 ± 0.00195 0.12370 ± 0.00118 14.108 ± 0.100 % 88.506 ± 0.109 %
544
+ 338 3.7803 ± 0.0269 0.10946 ± 0.00195 0.12405 ± 0.00118 14.144 ± 0.100 % 88.506 ± 0.109 %
545
+ 339 3.7759 ± 0.0269 0.10984 ± 0.00195 0.12424 ± 0.00118 14.159 ± 0.100 % 88.503 ± 0.108 %
546
+ 340 3.7753 ± 0.0268 0.10958 ± 0.00195 0.12399 ± 0.00118 14.143 ± 0.099 % 88.509 ± 0.108 %
547
+ 341 3.7830 ± 0.0268 0.10935 ± 0.00194 0.12379 ± 0.00118 14.127 ± 0.099 % 88.514 ± 0.108 %
548
+ 342 3.7878 ± 0.0268 0.10908 ± 0.00194 0.12360 ± 0.00117 14.113 ± 0.099 % 88.513 ± 0.108 %
549
+ 343 3.7907 ± 0.0268 0.10897 ± 0.00193 0.12343 ± 0.00117 14.099 ± 0.099 % 88.510 ± 0.108 %
550
+ 344 3.7941 ± 0.0268 0.10891 ± 0.00193 0.12332 ± 0.00117 14.091 ± 0.099 % 88.495 ± 0.108 %
551
+ 345 3.7924 ± 0.0267 0.10863 ± 0.00193 0.12311 ± 0.00116 14.075 ± 0.099 % 88.504 ± 0.108 %
552
+ 346 3.7956 ± 0.0267 0.10843 ± 0.00192 0.12291 ± 0.00116 14.058 ± 0.099 % 88.499 ± 0.107 %
553
+ 347 3.7943 ± 0.0267 0.10825 ± 0.00192 0.12273 ± 0.00116 14.044 ± 0.098 % 88.499 ± 0.107 %
554
+ 348 3.7946 ± 0.0266 0.10801 ± 0.00191 0.12256 ± 0.00116 14.028 ± 0.098 % 88.498 ± 0.107 %
555
+ 349 3.7950 ± 0.0266 0.10780 ± 0.00191 0.12238 ± 0.00115 14.013 ± 0.098 % 88.490 ± 0.107 %
556
+ 350 3.8018 ± 0.0266 0.10764 ± 0.00191 0.12215 ± 0.00115 13.996 ± 0.098 % 88.497 ± 0.107 %
557
+ 351 3.8023 ± 0.0266 0.10742 ± 0.00190 0.12195 ± 0.00115 13.980 ± 0.098 % 88.505 ± 0.107 %
558
+ 352 3.8005 ± 0.0265 0.10719 ± 0.00190 0.12171 ± 0.00114 13.966 ± 0.098 % 88.512 ± 0.106 %
559
+ 353 3.8095 ± 0.0266 0.10708 ± 0.00189 0.12154 ± 0.00114 13.951 ± 0.097 % 88.513 ± 0.106 %
560
+ 354 3.8180 ± 0.0266 0.10690 ± 0.00189 0.12130 ± 0.00114 13.934 ± 0.097 % 88.527 ± 0.106 %
561
+ 355 3.8262 ± 0.0266 0.10672 ± 0.00188 0.12109 ± 0.00113 13.917 ± 0.097 % 88.532 ± 0.106 %
562
+ 356 3.8239 ± 0.0266 0.10658 ± 0.00188 0.12093 ± 0.00113 13.903 ± 0.097 % 88.542 ± 0.106 %
563
+ 357 3.8138 ± 0.0265 0.10712 ± 0.00188 0.12140 ± 0.00113 13.959 ± 0.097 % 88.537 ± 0.106 %
564
+ 358 3.8098 ± 0.0264 0.10739 ± 0.00188 0.12181 ± 0.00113 13.985 ± 0.097 % 88.522 ± 0.105 %
565
+ 359 3.8108 ± 0.0263 0.10770 ± 0.00188 0.12218 ± 0.00113 14.001 ± 0.097 % 88.499 ± 0.105 %
566
+ 360 3.8041 ± 0.0263 0.10774 ± 0.00188 0.12228 ± 0.00113 14.012 ± 0.097 % 88.507 ± 0.105 %
567
+ 361 3.7944 ± 0.0261 0.10796 ± 0.00188 0.12253 ± 0.00113 14.046 ± 0.096 % 88.503 ± 0.105 %
568
+ 362 3.7900 ± 0.0261 0.10806 ± 0.00188 0.12258 ± 0.00113 14.049 ± 0.096 % 88.500 ± 0.105 %
569
+ 363 3.7941 ± 0.0260 0.10814 ± 0.00188 0.12268 ± 0.00113 14.043 ± 0.096 % 88.487 ± 0.105 %
570
+ 364 3.8077 ± 0.0262 0.10797 ± 0.00187 0.12264 ± 0.00112 14.027 ± 0.096 % 88.471 ± 0.105 %
571
+ 365 3.8178 ± 0.0262 0.10793 ± 0.00187 0.12263 ± 0.00112 14.017 ± 0.096 % 88.458 ± 0.105 %
572
+ 366 3.8336 ± 0.0264 0.10763 ± 0.00187 0.12260 ± 0.00112 14.000 ± 0.096 % 88.441 ± 0.105 %
573
+ 367 3.8436 ± 0.0264 0.10747 ± 0.00187 0.12258 ± 0.00112 13.988 ± 0.095 % 88.429 ± 0.105 %
574
+ 368 3.8505 ± 0.0265 0.10734 ± 0.00187 0.12267 ± 0.00112 13.981 ± 0.095 % 88.421 ± 0.104 %
575
+ 369 3.8630 ± 0.0266 0.10717 ± 0.00186 0.12259 ± 0.00111 13.969 ± 0.095 % 88.420 ± 0.104 %
576
+ 370 3.8739 ± 0.0266 0.10706 ± 0.00186 0.12253 ± 0.00111 13.954 ± 0.095 % 88.414 ± 0.104 %
577
+ 371 3.8775 ± 0.0266 0.10702 ± 0.00186 0.12263 ± 0.00111 13.948 ± 0.095 % 88.410 ± 0.104 %
578
+ 372 3.8847 ± 0.0267 0.10688 ± 0.00185 0.12258 ± 0.00111 13.934 ± 0.095 % 88.406 ± 0.104 %
579
+ 373 3.8934 ± 0.0267 0.10683 ± 0.00185 0.12255 ± 0.00110 13.921 ± 0.095 % 88.394 ± 0.104 %
580
+ 374 3.9013 ± 0.0267 0.10682 ± 0.00185 0.12252 ± 0.00110 13.910 ± 0.094 % 88.379 ± 0.104 %
581
+ 375 3.9072 ± 0.0268 0.10680 ± 0.00185 0.12250 ± 0.00110 13.896 ± 0.094 % 88.370 ± 0.104 %
582
+ 376 3.9126 ± 0.0268 0.10669 ± 0.00184 0.12245 ± 0.00110 13.885 ± 0.094 % 88.368 ± 0.104 %
583
+ 377 3.9165 ± 0.0268 0.10670 ± 0.00184 0.12256 ± 0.00109 13.883 ± 0.094 % 88.353 ± 0.103 %
584
+ 378 3.9277 ± 0.0268 0.10643 ± 0.00184 0.12249 ± 0.00109 13.869 ± 0.094 % 88.349 ± 0.103 %
585
+ 379 3.9368 ± 0.0269 0.10648 ± 0.00183 0.12243 ± 0.00109 13.857 ± 0.094 % 88.343 ± 0.103 %
586
+ 380 3.9428 ± 0.0269 0.10643 ± 0.00183 0.12248 ± 0.00109 13.847 ± 0.094 % 88.322 ± 0.103 %
587
+ 381 3.9506 ± 0.0269 0.10626 ± 0.00183 0.12244 ± 0.00108 13.835 ± 0.093 % 88.303 ± 0.103 %
588
+ 382 3.9577 ± 0.0270 0.10613 ± 0.00183 0.12232 ± 0.00108 13.822 ± 0.093 % 88.305 ± 0.103 %
589
+ 383 3.9711 ± 0.0271 0.10591 ± 0.00182 0.12225 ± 0.00108 13.808 ± 0.093 % 88.294 ± 0.103 %
590
+ 384 3.9802 ± 0.0271 0.10565 ± 0.00182 0.12224 ± 0.00108 13.793 ± 0.093 % 88.276 ± 0.103 %
591
+ 385 3.9825 ± 0.0271 0.10551 ± 0.00182 0.12209 ± 0.00107 13.783 ± 0.093 % 88.278 ± 0.103 %
592
+ 386 3.9852 ± 0.0271 0.10551 ± 0.00182 0.12204 ± 0.00107 13.776 ± 0.093 % 88.273 ± 0.103 %
593
+ 387 3.9892 ± 0.0271 0.10532 ± 0.00181 0.12193 ± 0.00107 13.763 ± 0.093 % 88.275 ± 0.102 %
594
+ 388 4.0032 ± 0.0272 0.10514 ± 0.00181 0.12179 ± 0.00107 13.748 ± 0.092 % 88.276 ± 0.102 %
595
+ 389 4.0141 ± 0.0273 0.10500 ± 0.00181 0.12167 ± 0.00106 13.734 ± 0.092 % 88.273 ± 0.102 %
596
+ 390 4.0147 ± 0.0272 0.10480 ± 0.00180 0.12156 ± 0.00106 13.722 ± 0.092 % 88.280 ± 0.102 %
597
+ 391 4.0134 ± 0.0272 0.10473 ± 0.00180 0.12144 ± 0.00106 13.710 ± 0.092 % 88.282 ± 0.102 %
598
+ 392 4.0026 ± 0.0270 0.10491 ± 0.00180 0.12159 ± 0.00106 13.738 ± 0.092 % 88.292 ± 0.102 %
599
+ 393 3.9972 ± 0.0270 0.10567 ± 0.00180 0.12223 ± 0.00106 13.799 ± 0.092 % 88.276 ± 0.102 %
600
+ 394 4.0008 ± 0.0270 0.10555 ± 0.00179 0.12206 ± 0.00106 13.784 ± 0.092 % 88.280 ± 0.101 %
601
+ 395 4.0046 ± 0.0269 0.10538 ± 0.00179 0.12188 ± 0.00106 13.770 ± 0.092 % 88.281 ± 0.101 %
602
+ 396 4.0063 ± 0.0269 0.10528 ± 0.00179 0.12178 ± 0.00105 13.759 ± 0.091 % 88.280 ± 0.101 %
603
+ 397 4.0099 ± 0.0269 0.10509 ± 0.00178 0.12163 ± 0.00105 13.747 ± 0.091 % 88.284 ± 0.101 %
604
+ 398 4.0116 ± 0.0269 0.10509 ± 0.00178 0.12161 ± 0.00105 13.739 ± 0.091 % 88.289 ± 0.101 %
605
+ 399 4.0143 ± 0.0269 0.10510 ± 0.00178 0.12149 ± 0.00105 13.727 ± 0.091 % 88.295 ± 0.101 %
606
+ 400 4.0133 ± 0.0268 0.10511 ± 0.00178 0.12136 ± 0.00105 13.717 ± 0.091 % 88.305 ± 0.101 %
607
+ 401 4.0105 ± 0.0268 0.10510 ± 0.00177 0.12121 ± 0.00104 13.708 ± 0.091 % 88.314 ± 0.100 %
608
+ 402 4.0010 ± 0.0267 0.10506 ± 0.00177 0.12117 ± 0.00104 13.708 ± 0.091 % 88.328 ± 0.100 %
609
+ 403 3.9914 ± 0.0266 0.10504 ± 0.00177 0.12113 ± 0.00104 13.712 ± 0.091 % 88.345 ± 0.100 %
610
+ 404 3.9847 ± 0.0265 0.10529 ± 0.00177 0.12143 ± 0.00104 13.733 ± 0.090 % 88.347 ± 0.100 %
611
+ 405 3.9860 ± 0.0265 0.10563 ± 0.00177 0.12171 ± 0.00104 13.748 ± 0.090 % 88.327 ± 0.100 %
612
+ 406 3.9814 ± 0.0264 0.10630 ± 0.00177 0.12231 ± 0.00104 13.793 ± 0.090 % 88.312 ± 0.100 %
613
+ 407 3.9737 ± 0.0263 0.10686 ± 0.00177 0.12274 ± 0.00105 13.818 ± 0.090 % 88.313 ± 0.100 %
614
+ 408 3.9661 ± 0.0262 0.10727 ± 0.00178 0.12323 ± 0.00105 13.856 ± 0.090 % 88.302 ± 0.100 %
615
+ 409 3.9599 ± 0.0261 0.10796 ± 0.00178 0.12403 ± 0.00106 13.916 ± 0.090 % 88.286 ± 0.100 %
616
+ 410 3.9514 ± 0.0260 0.10814 ± 0.00178 0.12423 ± 0.00106 13.937 ± 0.090 % 88.289 ± 0.099 %
617
+ 411 3.9429 ± 0.0259 0.10830 ± 0.00178 0.12442 ± 0.00106 13.957 ± 0.090 % 88.301 ± 0.099 %
618
+ 412 3.9344 ± 0.0258 0.10886 ± 0.00178 0.12479 ± 0.00106 13.999 ± 0.090 % 88.300 ± 0.099 %
619
+ 413 3.9253 ± 0.0257 0.10897 ± 0.00178 0.12491 ± 0.00106 14.010 ± 0.090 % 88.309 ± 0.099 %
620
+ 414 3.9162 ± 0.0256 0.10930 ± 0.00178 0.12517 ± 0.00106 14.043 ± 0.090 % 88.315 ± 0.099 %
621
+ 415 3.9094 ± 0.0255 0.10968 ± 0.00178 0.12568 ± 0.00107 14.081 ± 0.090 % 88.305 ± 0.099 %
622
+ 416 3.8990 ± 0.0254 0.10988 ± 0.00178 0.12587 ± 0.00107 14.111 ± 0.090 % 88.314 ± 0.099 %
623
+ 417 3.8886 ± 0.0253 0.10999 ± 0.00178 0.12601 ± 0.00107 14.132 ± 0.090 % 88.324 ± 0.098 %
624
+ 418 3.8785 ± 0.0252 0.11005 ± 0.00177 0.12604 ± 0.00107 14.142 ± 0.090 % 88.338 ± 0.098 %
625
+ 419 3.8681 ± 0.0250 0.11022 ± 0.00177 0.12621 ± 0.00107 14.169 ± 0.090 % 88.348 ± 0.098 %
626
+ 420 3.8590 ± 0.0249 0.11040 ± 0.00177 0.12633 ± 0.00107 14.183 ± 0.090 % 88.360 ± 0.098 %
627
+ 421 3.8501 ± 0.0248 0.11064 ± 0.00177 0.12644 ± 0.00107 14.200 ± 0.090 % 88.368 ± 0.098 %
628
+ 422 3.8420 ± 0.0248 0.11075 ± 0.00177 0.12664 ± 0.00107 14.215 ± 0.090 % 88.378 ± 0.098 %
629
+ 423 3.8358 ± 0.0247 0.11088 ± 0.00177 0.12671 ± 0.00107 14.225 ± 0.090 % 88.388 ± 0.098 %
630
+ 424 3.8361 ± 0.0246 0.11084 ± 0.00177 0.12682 ± 0.00107 14.226 ± 0.090 % 88.381 ± 0.097 %
631
+ 425 3.8348 ± 0.0246 0.11108 ± 0.00177 0.12711 ± 0.00107 14.238 ± 0.089 % 88.368 ± 0.097 %
632
+ 426 3.8335 ± 0.0246 0.11136 ± 0.00177 0.12756 ± 0.00107 14.254 ± 0.089 % 88.349 ± 0.097 %
633
+ 427 3.8325 ± 0.0245 0.11148 ± 0.00177 0.12785 ± 0.00107 14.264 ± 0.089 % 88.330 ± 0.097 %
634
+ 428 3.8268 ± 0.0245 0.11157 ± 0.00177 0.12799 ± 0.00107 14.273 ± 0.089 % 88.333 ± 0.097 %
635
+ 429 3.8203 ± 0.0244 0.11208 ± 0.00177 0.12844 ± 0.00107 14.312 ± 0.089 % 88.320 ± 0.097 %
636
+ 430 3.8225 ± 0.0244 0.11209 ± 0.00177 0.12866 ± 0.00107 14.319 ± 0.089 % 88.308 ± 0.097 %
637
+ 431 3.8167 ± 0.0243 0.11222 ± 0.00177 0.12873 ± 0.00107 14.328 ± 0.089 % 88.311 ± 0.097 %
638
+ 432 3.8136 ± 0.0242 0.11262 ± 0.00177 0.12908 ± 0.00107 14.345 ± 0.089 % 88.293 ± 0.097 %
639
+ 433 3.8152 ± 0.0242 0.11254 ± 0.00177 0.12921 ± 0.00107 14.349 ± 0.088 % 88.284 ± 0.097 %
640
+ 434 3.8079 ± 0.0241 0.11278 ± 0.00176 0.12932 ± 0.00107 14.367 ± 0.088 % 88.293 ± 0.097 %
641
+ 435 3.8037 ± 0.0241 0.11340 ± 0.00177 0.12978 ± 0.00107 14.409 ± 0.088 % 88.279 ± 0.097 %
642
+ 436 3.8016 ± 0.0240 0.11351 ± 0.00176 0.12992 ± 0.00107 14.414 ± 0.088 % 88.267 ± 0.097 %
643
+ 437 3.7977 ± 0.0240 0.11363 ± 0.00176 0.12991 ± 0.00107 14.415 ± 0.088 % 88.267 ± 0.096 %
644
+ 438 3.7975 ± 0.0239 0.11393 ± 0.00176 0.13015 ± 0.00107 14.421 ± 0.088 % 88.251 ± 0.096 %
645
+ 439 3.7977 ± 0.0239 0.11429 ± 0.00176 0.13051 ± 0.00107 14.436 ± 0.088 % 88.238 ± 0.096 %
646
+ 440 3.7965 ± 0.0239 0.11431 ± 0.00176 0.13065 ± 0.00107 14.443 ± 0.087 % 88.233 ± 0.096 %
647
+ 441 3.7886 ± 0.0238 0.11464 ± 0.00176 0.13089 ± 0.00107 14.466 ± 0.087 % 88.236 ± 0.096 %
648
+ 442 3.7892 ± 0.0238 0.11464 ± 0.00176 0.13106 ± 0.00107 14.471 ± 0.087 % 88.226 ± 0.096 %
649
+ 443 3.7851 ± 0.0237 0.11460 ± 0.00176 0.13110 ± 0.00107 14.471 ± 0.087 % 88.216 ± 0.096 %
650
+ 444 3.7780 ± 0.0236 0.11469 ± 0.00176 0.13140 ± 0.00107 14.501 ± 0.087 % 88.220 ± 0.096 %
651
+ 445 3.7713 ± 0.0235 0.11492 ± 0.00176 0.13171 ± 0.00107 14.526 ± 0.087 % 88.218 ± 0.096 %
652
+ 446 3.7696 ± 0.0235 0.11524 ± 0.00176 0.13202 ± 0.00107 14.541 ± 0.087 % 88.216 ± 0.096 %
653
+ 447 3.7649 ± 0.0234 0.11547 ± 0.00176 0.13216 ± 0.00107 14.549 ± 0.087 % 88.214 ± 0.096 %
654
+ 448 3.7611 ± 0.0234 0.11561 ± 0.00176 0.13235 ± 0.00107 14.568 ± 0.087 % 88.211 ± 0.095 %
655
+ 449 3.7589 ± 0.0233 0.11620 ± 0.00176 0.13275 ± 0.00107 14.597 ± 0.087 % 88.186 ± 0.095 %
656
+ 450 3.7579 ± 0.0233 0.11592 ± 0.00175 0.13265 ± 0.00107 14.587 ± 0.087 % 88.188 ± 0.095 %
657
+ 451 3.7557 ± 0.0233 0.11583 ± 0.00175 0.13252 ± 0.00106 14.579 ± 0.086 % 88.200 ± 0.095 %
658
+ 452 3.7555 ± 0.0232 0.11568 ± 0.00175 0.13238 ± 0.00106 14.571 ± 0.086 % 88.206 ± 0.095 %
659
+ 453 3.7594 ± 0.0232 0.11562 ± 0.00175 0.13227 ± 0.00106 14.560 ± 0.086 % 88.202 ± 0.095 %
660
+ 454 3.7646 ± 0.0233 0.11541 ± 0.00174 0.13212 ± 0.00106 14.548 ± 0.086 % 88.198 ± 0.095 %
661
+ 455 3.7713 ± 0.0233 0.11521 ± 0.00174 0.13198 ± 0.00106 14.535 ± 0.086 % 88.197 ± 0.095 %
662
+ 456 3.7783 ± 0.0233 0.11505 ± 0.00174 0.13184 ± 0.00105 14.524 ± 0.086 % 88.197 ± 0.095 %
663
+ 457 3.7768 ± 0.0233 0.11497 ± 0.00173 0.13179 ± 0.00105 14.515 ± 0.086 % 88.198 ± 0.095 %
664
+ 458 3.7778 ± 0.0233 0.11490 ± 0.00173 0.13170 ± 0.00105 14.505 ± 0.086 % 88.191 ± 0.094 %
665
+ 459 3.7806 ± 0.0233 0.11476 ± 0.00173 0.13157 ± 0.00105 14.495 ± 0.086 % 88.190 ± 0.094 %
666
+ 460 3.7854 ± 0.0233 0.11467 ± 0.00173 0.13153 ± 0.00105 14.486 ± 0.085 % 88.171 ± 0.094 %
667
+ 461 3.7903 ± 0.0233 0.11453 ± 0.00172 0.13140 ± 0.00104 14.474 ± 0.085 % 88.173 ± 0.094 %
668
+ 462 3.7935 ± 0.0233 0.11438 ± 0.00172 0.13126 ± 0.00104 14.461 ± 0.085 % 88.172 ± 0.094 %
669
+ 463 3.7973 ± 0.0233 0.11419 ± 0.00172 0.13114 ± 0.00104 14.448 ± 0.085 % 88.174 ± 0.094 %
670
+ 464 3.8017 ± 0.0233 0.11404 ± 0.00172 0.13102 ± 0.00104 14.436 ± 0.085 % 88.177 ± 0.094 %
671
+ 465 3.8076 ± 0.0233 0.11399 ± 0.00171 0.13088 ± 0.00104 14.425 ± 0.085 % 88.173 ± 0.094 %
672
+ 466 3.8126 ± 0.0233 0.11388 ± 0.00171 0.13078 ± 0.00103 14.415 ± 0.085 % 88.170 ± 0.094 %
673
+ 467 3.8148 ± 0.0233 0.11379 ± 0.00171 0.13066 ± 0.00103 14.404 ± 0.085 % 88.176 ± 0.094 %
674
+ 468 3.8157 ± 0.0233 0.11363 ± 0.00170 0.13050 ± 0.00103 14.391 ± 0.085 % 88.179 ± 0.093 %
675
+ 469 3.8172 ± 0.0233 0.11346 ± 0.00170 0.13035 ± 0.00103 14.381 ± 0.085 % 88.185 ± 0.093 %
676
+ 470 3.8179 ± 0.0233 0.11336 ± 0.00170 0.13016 ± 0.00103 14.367 ± 0.084 % 88.194 ± 0.093 %
677
+ 471 3.8203 ± 0.0233 0.11315 ± 0.00170 0.12999 ± 0.00102 14.355 �� 0.084 % 88.199 ± 0.093 %
678
+ 472 3.8280 ± 0.0233 0.11306 ± 0.00169 0.12984 ± 0.00102 14.343 ± 0.084 % 88.206 ± 0.093 %
679
+ 473 3.8311 ± 0.0233 0.11283 ± 0.00169 0.12966 ± 0.00102 14.332 ± 0.084 % 88.210 ± 0.093 %
680
+ 474 3.8319 ± 0.0233 0.11264 ± 0.00169 0.12949 ± 0.00102 14.320 ± 0.084 % 88.220 ± 0.093 %
681
+ 475 3.8332 ± 0.0233 0.11250 ± 0.00169 0.12933 ± 0.00102 14.308 ± 0.084 % 88.225 ± 0.093 %
682
+ 476 3.8307 ± 0.0232 0.11225 ± 0.00168 0.12919 ± 0.00101 14.300 ± 0.084 % 88.237 ± 0.092 %
683
+ 477 3.8351 ± 0.0233 0.11221 ± 0.00168 0.12913 ± 0.00101 14.293 ± 0.084 % 88.241 ± 0.092 %
684
+ 478 3.8424 ± 0.0233 0.11198 ± 0.00168 0.12897 ± 0.00101 14.283 ± 0.084 % 88.244 ± 0.092 %
685
+ 479 3.8453 ± 0.0233 0.11184 ± 0.00168 0.12887 ± 0.00101 14.277 ± 0.084 % 88.250 ± 0.092 %
686
+ 480 3.8458 ± 0.0233 0.11189 ± 0.00168 0.12915 ± 0.00101 14.288 ± 0.083 % 88.234 ± 0.092 %
687
+ 481 3.8502 ± 0.0233 0.11178 ± 0.00167 0.12904 ± 0.00101 14.277 ± 0.083 % 88.229 ± 0.092 %
688
+ 482 3.8515 ± 0.0233 0.11164 ± 0.00167 0.12900 ± 0.00100 14.269 ± 0.083 % 88.230 ± 0.092 %
689
+ 483 3.8553 ± 0.0233 0.11141 ± 0.00167 0.12882 ± 0.00100 14.256 ± 0.083 % 88.230 ± 0.092 %
690
+ 484 3.8583 ± 0.0233 0.11123 ± 0.00167 0.12867 ± 0.00100 14.244 ± 0.083 % 88.239 ± 0.092 %
691
+ 485 3.8582 ± 0.0233 0.11096 ± 0.00166 0.12853 ± 0.00100 14.234 ± 0.083 % 88.241 ± 0.092 %
692
+ 486 3.8563 ± 0.0232 0.11078 ± 0.00166 0.12833 ± 0.00100 14.223 ± 0.083 % 88.247 ± 0.091 %
693
+ 487 3.8597 ± 0.0232 0.11058 ± 0.00166 0.12821 ± 0.00099 14.211 ± 0.083 % 88.244 ± 0.091 %
694
+ 488 3.8601 ± 0.0232 0.11044 ± 0.00166 0.12803 ± 0.00099 14.200 ± 0.083 % 88.254 ± 0.091 %
695
+ 489 3.8595 ± 0.0232 0.11026 ± 0.00165 0.12784 ± 0.00099 14.188 ± 0.083 % 88.263 ± 0.091 %
696
+ 490 3.8620 ± 0.0232 0.11010 ± 0.00165 0.12766 ± 0.00099 14.175 ± 0.082 % 88.261 ± 0.091 %
697
+ 491 3.8639 ± 0.0232 0.10998 ± 0.00165 0.12758 ± 0.00099 14.167 ± 0.082 % 88.259 ± 0.091 %
698
+ 492 3.8646 ± 0.0231 0.10985 ± 0.00165 0.12742 ± 0.00099 14.156 ± 0.082 % 88.264 ± 0.091 %
699
+ 493 3.8664 ± 0.0231 0.10972 ± 0.00164 0.12725 ± 0.00098 14.144 ± 0.082 % 88.269 ± 0.091 %
700
+ 494 3.8740 ± 0.0232 0.10956 ± 0.00164 0.12718 ± 0.00098 14.135 ± 0.082 % 88.270 ± 0.091 %
701
+ 495 3.8803 ± 0.0232 0.10951 ± 0.00164 0.12710 ± 0.00098 14.125 ± 0.082 % 88.274 ± 0.091 %
702
+ 496 3.8787 ± 0.0232 0.10944 ± 0.00164 0.12698 ± 0.00098 14.117 ± 0.082 % 88.282 ± 0.090 %
703
+ 497 3.8823 ± 0.0232 0.10928 ± 0.00163 0.12687 ± 0.00098 14.108 ± 0.082 % 88.283 ± 0.090 %
704
+ 498 3.8826 ± 0.0232 0.10921 ± 0.00163 0.12671 ± 0.00098 14.097 ± 0.082 % 88.287 ± 0.090 %
705
+ 499 3.8836 ± 0.0231 0.10913 ± 0.00163 0.12662 ± 0.00097 14.091 ± 0.082 % 88.296 ± 0.090 %
706
+ 500 3.8919 ± 0.0232 0.10893 ± 0.00163 0.12650 ± 0.00097 14.080 ± 0.082 % 88.296 ± 0.090 %
707
+ 501 3.8939 ± 0.0232 0.10868 ± 0.00163 0.12634 ± 0.00097 14.069 ± 0.081 % 88.302 ± 0.090 %
708
+ 502 3.8972 ± 0.0232 0.10852 ± 0.00162 0.12621 ± 0.00097 14.057 ± 0.081 % 88.310 ± 0.090 %
709
+ 503 3.9009 ± 0.0232 0.10841 ± 0.00162 0.12606 ± 0.00097 14.046 ± 0.081 % 88.319 ± 0.090 %
710
+ 504 3.9038 ± 0.0232 0.10817 ± 0.00162 0.12588 ± 0.00096 14.033 ± 0.081 % 88.320 ± 0.090 %
711
+ 505 3.9083 ± 0.0232 0.10802 ± 0.00161 0.12571 ± 0.00096 14.022 ± 0.081 % 88.321 ± 0.090 %
712
+ 506 3.9117 ± 0.0232 0.10786 ± 0.00161 0.12556 ± 0.00096 14.010 ± 0.081 % 88.330 ± 0.089 %
713
+ 507 3.9141 ± 0.0232 0.10774 ± 0.00161 0.12540 ± 0.00096 13.999 ± 0.081 % 88.334 ± 0.089 %
714
+ 508 3.9209 ± 0.0233 0.10766 ± 0.00161 0.12526 ± 0.00096 13.987 ± 0.081 % 88.340 ± 0.089 %
715
+ 509 3.9191 ± 0.0232 0.10745 ± 0.00160 0.12515 ± 0.00096 13.979 ± 0.081 % 88.336 ± 0.089 %
716
+ 510 3.9199 ± 0.0232 0.10734 ± 0.00160 0.12505 ± 0.00095 13.969 ± 0.081 % 88.338 ± 0.089 %
717
+ 511 3.9213 ± 0.0232 0.10716 ± 0.00160 0.12491 ± 0.00095 13.957 ± 0.081 % 88.346 ± 0.089 %
718
+ 512 3.9227 ± 0.0232 0.10699 ± 0.00160 0.12483 ± 0.00095 13.950 ± 0.081 % 88.352 ± 0.089 %
719
+ 513 3.9244 ± 0.0231 0.10692 ± 0.00160 0.12470 ± 0.00095 13.939 ± 0.080 % 88.350 ± 0.089 %
720
+ 514 3.9224 ± 0.0231 0.10675 ± 0.00159 0.12457 ± 0.00095 13.930 ± 0.080 % 88.350 ± 0.089 %
721
+ 515 3.9221 ± 0.0231 0.10667 ± 0.00159 0.12443 ± 0.00095 13.921 ± 0.080 % 88.354 ± 0.089 %
722
+ 516 3.9259 ± 0.0231 0.10656 ± 0.00159 0.12432 ± 0.00094 13.912 ± 0.080 % 88.354 ± 0.088 %
723
+ 517 3.9314 ± 0.0231 0.10641 ± 0.00159 0.12416 ± 0.00094 13.900 ± 0.080 % 88.360 ± 0.088 %
724
+ 518 3.9328 ± 0.0231 0.10630 ± 0.00158 0.12404 ± 0.00094 13.891 ± 0.080 % 88.366 ± 0.088 %
725
+ 519 3.9325 ± 0.0231 0.10618 ± 0.00158 0.12388 ± 0.00094 13.881 ± 0.080 % 88.377 ± 0.088 %
726
+ 520 3.9348 ± 0.0231 0.10608 ± 0.00158 0.12375 ± 0.00094 13.870 ± 0.080 % 88.376 ± 0.088 %
727
+ 521 3.9399 ± 0.0231 0.10589 ± 0.00158 0.12362 ± 0.00094 13.859 ± 0.080 % 88.378 ± 0.088 %
728
+ 522 3.9462 ± 0.0231 0.10572 ± 0.00157 0.12347 ± 0.00093 13.848 ± 0.080 % 88.386 ± 0.088 %
729
+ 523 3.9455 ± 0.0231 0.10563 ± 0.00157 0.12331 ± 0.00093 13.838 ± 0.080 % 88.395 ± 0.088 %
730
+ 524 3.9491 ± 0.0231 0.10545 ± 0.00157 0.12317 ± 0.00093 13.827 ± 0.079 % 88.400 ± 0.088 %
731
+ 525 3.9446 ± 0.0231 0.10540 ± 0.00157 0.12312 ± 0.00093 13.829 ± 0.079 % 88.410 ± 0.087 %
732
+ 526 3.9370 ± 0.0230 0.10553 ± 0.00157 0.12330 ± 0.00093 13.858 ± 0.079 % 88.408 ± 0.087 %
733
+ 527 3.9308 ± 0.0229 0.10580 ± 0.00157 0.12357 ± 0.00093 13.881 ± 0.079 % 88.412 ± 0.087 %
734
+ 528 3.9306 ± 0.0229 0.10607 ± 0.00157 0.12387 ± 0.00093 13.899 ± 0.079 % 88.396 ± 0.087 %
735
+ 529 3.9292 ± 0.0229 0.10624 ± 0.00156 0.12404 ± 0.00093 13.906 ± 0.079 % 88.387 ± 0.087 %
736
+ 530 3.9283 ± 0.0228 0.10620 ± 0.00156 0.12406 ± 0.00093 13.903 ± 0.079 % 88.389 ± 0.087 %
737
+ 531 3.9274 ± 0.0228 0.10621 ± 0.00156 0.12430 ± 0.00093 13.911 ± 0.079 % 88.373 ± 0.087 %
738
+ 532 3.9282 ± 0.0228 0.10605 ± 0.00156 0.12419 ± 0.00093 13.901 ± 0.079 % 88.375 ± 0.087 %
739
+ 533 3.9246 ± 0.0227 0.10617 ± 0.00156 0.12432 ± 0.00093 13.909 ± 0.079 % 88.377 ± 0.087 %
740
+ 534 3.9256 ± 0.0227 0.10615 ± 0.00156 0.12435 ± 0.00093 13.904 ± 0.079 % 88.368 ± 0.087 %
741
+ 535 3.9248 ± 0.0227 0.10628 ± 0.00156 0.12448 ± 0.00092 13.903 ± 0.079 % 88.361 ± 0.087 %
742
+ 536 3.9236 ± 0.0227 0.10653 ± 0.00156 0.12470 ± 0.00092 13.909 ± 0.078 % 88.357 ± 0.087 %
743
+ 537 3.9204 ± 0.0226 0.10705 ± 0.00156 0.12517 ± 0.00093 13.946 ± 0.078 % 88.341 ± 0.087 %
744
+ 538 3.9208 ± 0.0226 0.10702 ± 0.00156 0.12513 ± 0.00092 13.938 ± 0.078 % 88.344 ± 0.087 %
745
+ 539 3.9180 ± 0.0226 0.10712 ± 0.00156 0.12521 ± 0.00092 13.940 ± 0.078 % 88.339 ± 0.087 %
746
+ 540 3.9206 ± 0.0226 0.10719 ± 0.00156 0.12531 ± 0.00092 13.937 ± 0.078 % 88.320 ± 0.087 %
747
+ 541 3.9212 ± 0.0225 0.10723 ± 0.00155 0.12536 ± 0.00092 13.937 ± 0.078 % 88.310 ± 0.087 %
748
+ 542 3.9250 ± 0.0225 0.10712 ± 0.00155 0.12525 ± 0.00092 13.928 ± 0.078 % 88.305 ± 0.086 %
749
+ 543 3.9241 ± 0.0225 0.10706 ± 0.00155 0.12521 ± 0.00092 13.923 ± 0.078 % 88.306 ± 0.086 %
750
+ 544 3.9197 ± 0.0225 0.10692 ± 0.00155 0.12506 ± 0.00092 13.916 ± 0.078 % 88.315 ± 0.086 %
751
+ 545 3.9171 ± 0.0224 0.10675 ± 0.00155 0.12490 ± 0.00091 13.905 ± 0.078 % 88.327 ± 0.086 %
752
+ 546 3.9215 ± 0.0224 0.10664 ± 0.00154 0.12484 ± 0.00091 13.897 ± 0.078 % 88.316 ± 0.086 %
753
+ 547 3.9201 ± 0.0224 0.10653 ± 0.00154 0.12470 ± 0.00091 13.887 ± 0.077 % 88.323 ± 0.086 %
754
+ 548 3.9188 ± 0.0224 0.10645 ± 0.00154 0.12457 ± 0.00091 13.878 ± 0.077 % 88.333 ± 0.086 %
755
+ 549 3.9151 ± 0.0223 0.10636 ± 0.00154 0.12446 ± 0.00091 13.871 ± 0.077 % 88.340 ± 0.086 %
756
+ 550 3.9109 ± 0.0223 0.10620 ± 0.00154 0.12433 ± 0.00091 13.864 ± 0.077 % 88.347 ± 0.086 %
757
+ 551 3.9036 ± 0.0222 0.10623 ± 0.00154 0.12440 ± 0.00091 13.875 ± 0.077 % 88.351 ± 0.086 %
758
+ 552 3.8997 ± 0.0221 0.10626 ± 0.00153 0.12465 ± 0.00091 13.895 ± 0.077 % 88.343 ± 0.086 %
759
+ 553 3.8976 ± 0.0221 0.10664 ± 0.00153 0.12496 ± 0.00091 13.912 ± 0.077 % 88.335 ± 0.085 %
760
+ 554 3.8982 ± 0.0221 0.10675 ± 0.00153 0.12500 ± 0.00090 13.909 ± 0.077 % 88.330 ± 0.085 %
761
+ 555 3.9034 ± 0.0221 0.10663 ± 0.00153 0.12495 ± 0.00090 13.902 ± 0.077 % 88.328 ± 0.085 %
762
+ 556 3.9055 ± 0.0221 0.10657 ± 0.00153 0.12500 ± 0.00090 13.898 ± 0.077 % 88.320 ± 0.085 %
763
+ 557 3.9079 ± 0.0221 0.10683 ± 0.00153 0.12518 ± 0.00090 13.900 ± 0.077 % 88.307 ± 0.085 %
764
+ 558 3.9116 ± 0.0221 0.10682 ± 0.00153 0.12516 ± 0.00090 13.894 ± 0.077 % 88.302 ± 0.085 %
765
+ 559 3.9166 ± 0.0221 0.10673 ± 0.00153 0.12519 ± 0.00090 13.887 ± 0.076 % 88.296 ± 0.085 %
766
+ 560 3.9212 ± 0.0221 0.10661 ± 0.00153 0.12513 ± 0.00090 13.881 ± 0.076 % 88.291 ± 0.085 %
767
+ 561 3.9274 ± 0.0222 0.10649 ± 0.00153 0.12509 ± 0.00090 13.873 ± 0.076 % 88.284 ± 0.085 %
768
+ 562 3.9264 ± 0.0221 0.10634 ± 0.00152 0.12505 ± 0.00090 13.866 ± 0.076 % 88.286 ± 0.085 %
769
+ 563 3.9271 ± 0.0221 0.10648 ± 0.00152 0.12520 ± 0.00090 13.874 ± 0.076 % 88.274 ± 0.085 %
770
+ 564 3.9192 ± 0.0220 0.10644 ± 0.00152 0.12516 ± 0.00089 13.880 ± 0.076 % 88.285 ± 0.085 %
771
+ 565 3.9129 ± 0.0220 0.10645 ± 0.00152 0.12519 ± 0.00089 13.883 ± 0.076 % 88.295 ± 0.085 %
772
+ 566 3.9063 ± 0.0219 0.10652 ± 0.00152 0.12532 ± 0.00089 13.894 ± 0.076 % 88.300 ± 0.085 %
773
+ 567 3.8988 ± 0.0218 0.10665 ± 0.00152 0.12548 ± 0.00090 13.916 ± 0.076 % 88.306 ± 0.085 %
774
+ 568 3.8919 ± 0.0218 0.10686 ± 0.00152 0.12565 ± 0.00090 13.938 ± 0.076 % 88.312 ± 0.084 %
775
+ 569 3.8851 ± 0.0217 0.10694 ± 0.00152 0.12572 ± 0.00090 13.952 ± 0.076 % 88.319 ± 0.084 %
776
+ 570 3.8782 ± 0.0216 0.10704 ± 0.00152 0.12586 ± 0.00090 13.973 ± 0.076 % 88.326 ± 0.084 %
777
+ 571 3.8736 ± 0.0216 0.10739 ± 0.00152 0.12615 ± 0.00090 13.994 ± 0.076 % 88.325 ± 0.084 %
778
+ 572 3.8707 ± 0.0216 0.10774 ± 0.00152 0.12652 ± 0.00090 14.017 ± 0.076 % 88.316 ± 0.084 %
779
+ 573 3.8675 ± 0.0215 0.10781 ± 0.00152 0.12656 ± 0.00090 14.020 ± 0.076 % 88.321 ± 0.084 %
780
+ 574 3.8689 ± 0.0215 0.10785 ± 0.00151 0.12653 ± 0.00090 14.017 ± 0.076 % 88.316 ± 0.084 %
781
+ 575 3.8706 ± 0.0215 0.10773 ± 0.00151 0.12647 ± 0.00090 14.011 ± 0.076 % 88.318 ± 0.084 %
782
+ 576 3.8742 ± 0.0215 0.10758 ± 0.00151 0.12649 ± 0.00090 14.004 ± 0.076 % 88.316 ± 0.084 %
783
+ 577 3.8772 ± 0.0215 0.10742 ± 0.00151 0.12636 ± 0.00090 13.994 ± 0.075 % 88.318 ± 0.084 %
784
+ 578 3.8824 ± 0.0215 0.10728 ± 0.00151 0.12624 ± 0.00090 13.985 ± 0.075 % 88.318 ± 0.084 %
785
+ 579 3.8789 ± 0.0215 0.10715 ± 0.00150 0.12611 ± 0.00089 13.976 ± 0.075 % 88.324 ± 0.084 %
786
+ 580 3.8792 ± 0.0215 0.10710 ± 0.00150 0.12600 ± 0.00089 13.967 ± 0.075 % 88.331 ± 0.083 %
787
+
788
+ ====== Perplexity statistics ======
789
+ Mean PPL(Q) : 3.879226 ± 0.021468
790
+ Mean PPL(base) : 3.485232 ± 0.018794
791
+ Cor(ln(PPL(Q)), ln(PPL(base))): 96.25%
792
+ Mean ln(PPL(Q)/PPL(base)) : 0.107101 ± 0.001503
793
+ Mean PPL(Q)/PPL(base) : 1.113047 ± 0.001673
794
+ Mean PPL(Q)-PPL(base) : 0.393994 ± 0.006118
795
+
796
+ ====== KL divergence statistics ======
797
+ Mean KLD: 0.126000 ± 0.000893
798
+ Maximum KLD: 10.218699
799
+ 99.9% KLD: 3.878183
800
+ 99.0% KLD: 1.743954
801
+ 95.0% KLD: 0.561545
802
+ 90.0% KLD: 0.279836
803
+ Median KLD: 0.029668
804
+ 10.0% KLD: 0.000305
805
+ 5.0% KLD: 0.000089
806
+ 1.0% KLD: 0.000013
807
+ 0.1% KLD: 0.000001
808
+ Minimum KLD: -0.000011
809
+
810
+ ====== Token probability statistics ======
811
+ Mean Δp: -3.233 ± 0.035 %
812
+ Maximum Δp: 95.185%
813
+ 99.9% Δp: 55.279%
814
+ 99.0% Δp: 23.157%
815
+ 95.0% Δp: 8.732%
816
+ 90.0% Δp: 4.358%
817
+ 75.0% Δp: 0.350%
818
+ Median Δp: -0.095%
819
+ 25.0% Δp: -3.083%
820
+ 10.0% Δp: -13.243%
821
+ 5.0% Δp: -26.966%
822
+ 1.0% Δp: -67.028%
823
+ 0.1% Δp: -92.916%
824
+ Minimum Δp: -99.811%
825
+ RMS Δp : 13.967 ± 0.075 %
826
+ Same top p: 88.331 ± 0.083 %
827
+
828
+ llama_perf_context_print: load time = 146018.41 ms
829
+ llama_perf_context_print: prompt eval time = 120469.24 ms / 296960 tokens ( 0.41 ms per token, 2465.03 tokens per second)
830
+ llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second)
831
+ llama_perf_context_print: total time = 309658.14 ms / 296961 tokens
832
+ llama_perf_context_print: graphs reused = 0
833
+ llama_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
834
+ llama_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 31659 + (64512 = 59601 + 1702 + 3209) + 1077 |
835
+ llama_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 29551 + (66619 = 56539 + 1519 + 8561) + 1078 |
836
+ llama_memory_breakdown_print: | - Host | 866 = 545 + 0 + 321 |
837
+ ```
kld_data/llm_quantization_data.csv CHANGED
@@ -1,5 +1,6 @@
1
  model_name,file_size_gb,bpw,Mean KLD_mean,0.1% KLD,0.1% Δp,1.0% KLD,1.0% Δp,10.0% KLD,10.0% Δp,25.0% Δp,5.0% KLD,5.0% Δp,75.0% Δp,90.0% KLD,90.0% Δp,95.0% KLD,95.0% Δp,99.0% KLD,99.0% Δp,99.9% KLD,99.9% Δp,"Cor(ln(PPL(Q)), ln(PPL(base)))",Maximum KLD,Maximum Δp,Mean KLD_std,Mean PPL(Q)-PPL(base)_mean,Mean PPL(Q)-PPL(base)_std,Mean PPL(Q)/PPL(base)_mean,Mean PPL(Q)/PPL(base)_std,Mean PPL(Q)_mean,Mean PPL(Q)_std,Mean PPL(base)_mean,Mean PPL(base)_std,Mean ln(PPL(Q)/PPL(base))_mean,Mean ln(PPL(Q)/PPL(base))_std,Mean Δp_mean,Mean Δp_std,Median KLD,Median Δp,Minimum KLD,Minimum Δp,RMS Δp_mean,RMS Δp_std,Same top p_mean,Same top p_std,file_path,file_size_gib,ggml_cuda_init,kl_divergence,llama_context,llama_kv_cache,llama_memory_breakdown_print,llama_memory_recurrent,llama_model_loader,llama_params_fit,llama_params_fit_impl,llama_perf_context_print,load,load_tensors,print_info,sched_reserve,system_info
2
  Qwen3.5-397B-A17B-IQ2_XS (aes_sedai),132.30646755328002,2.67,0.093718,1e-06,-88.993,1e-05,-58.722,0.000238,-10.146,-2.375,7.1e-05,-21.053,0.27,0.202282,3.548,0.416,7.402,1.32958,20.789,3.268511,51.696,97.28,9.61257,92.096,0.000714,0.292146,0.005001,1.083824,0.00138,3.777378,0.020737,3.485232,0.018794,0.080495,0.001274,-2.556,0.031,0.019772,-0.084,-2e-05,-99.405,12.005,0.071,90.209,0.077,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ2_XS.md,123.22,2194500.0,580512819216.0,15.16,1128.0,-11167950321.0,11391.25,-360.0,6.05,140880.190397,0.0,1.7581,161001.45,256.0,767.494,4.848561200112841e+50
 
3
  Qwen3.5-397B-A17B-IQ3_S (aes_sedai),146.43690995712,2.96,0.064515,1e-06,-79.702,8e-06,-45.599,0.000172,-7.534,-1.77,5.4e-05,-15.296,0.273,0.137085,3.164,0.279755,6.462,0.91256,19.152,2.404507,48.626,98.18,6.777893,95.566,0.000505,0.185276,0.003899,1.05316,0.001092,3.670508,0.020012,3.485232,0.018794,0.051795,0.001037,-1.746,0.025,0.013717,-0.057,-9e-06,-98.517,9.751,0.064,91.892,0.071,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ3_S.md,136.38,2.0,580512819216.0,15.16,1128.0,-11167950321.0,11391.25,-260.0,0.56,154678.190397,35.0,1.7581,167514.15,256.0,128.414,4.848561200112841e+50
4
  Qwen3.5-397B-A17B-IQ4_XS (aes_sedai),190.04156542976003,3.84,0.022699,-1e-06,-51.185,2e-06,-22.644,6e-05,-3.735,-0.855,1.8e-05,-7.266,0.216,0.047919,2.015,0.095427,4.24,0.318166,13.625,0.920345,35.574,99.36,3.624982,79.723,0.000189,0.05678,0.002181,1.016292,0.000623,3.542012,0.019134,3.485232,0.018794,0.01616,0.000613,-0.659,0.014,0.004755,-0.018,-4.9e-05,-88.458,5.589,0.045,95.173,0.056,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ4_XS.md,176.99,2.0,580512819216.0,15.16,1128.0,-1786971784240272.0,11457.5,-460.0,9.14,56919.0,35.0,1.7581,184082.71,256.0,97.151,4.848561200112841e+50
5
  Qwen3.5-397B-A17B-Q4_K_M (aes_sedai),244.39437656064004,4.93,0.008455,-4e-06,-29.119,0.0,-11.345,2e-05,-1.839,-0.322,6e-06,-3.627,0.277,0.0179,1.659,0.035011,3.244,0.117137,9.914,0.334085,25.331,99.76,1.587081,62.845,7.2e-05,0.010126,0.001321,1.002905,0.000379,3.495358,0.018894,3.485232,0.018794,0.002901,0.000378,-0.085,0.009,0.0018,-0.0,-0.000191,-64.536,3.326,0.029,97.045,0.044,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-Q4_K_M.md,227.61,2.0,580512819216.0,15.16,1144.0,-2299932297200272.0,11590.0,-560.0,7.97,23959.0,35.0,1.7581,183021.73,256.0,109.321,4.848561200112841e+50
 
1
  model_name,file_size_gb,bpw,Mean KLD_mean,0.1% KLD,0.1% Δp,1.0% KLD,1.0% Δp,10.0% KLD,10.0% Δp,25.0% Δp,5.0% KLD,5.0% Δp,75.0% Δp,90.0% KLD,90.0% Δp,95.0% KLD,95.0% Δp,99.0% KLD,99.0% Δp,99.9% KLD,99.9% Δp,"Cor(ln(PPL(Q)), ln(PPL(base)))",Maximum KLD,Maximum Δp,Mean KLD_std,Mean PPL(Q)-PPL(base)_mean,Mean PPL(Q)-PPL(base)_std,Mean PPL(Q)/PPL(base)_mean,Mean PPL(Q)/PPL(base)_std,Mean PPL(Q)_mean,Mean PPL(Q)_std,Mean PPL(base)_mean,Mean PPL(base)_std,Mean ln(PPL(Q)/PPL(base))_mean,Mean ln(PPL(Q)/PPL(base))_std,Mean Δp_mean,Mean Δp_std,Median KLD,Median Δp,Minimum KLD,Minimum Δp,RMS Δp_mean,RMS Δp_std,Same top p_mean,Same top p_std,file_path,file_size_gib,ggml_cuda_init,kl_divergence,llama_context,llama_kv_cache,llama_memory_breakdown_print,llama_memory_recurrent,llama_model_loader,llama_params_fit,llama_params_fit_impl,llama_perf_context_print,load,load_tensors,print_info,sched_reserve,system_info
2
  Qwen3.5-397B-A17B-IQ2_XS (aes_sedai),132.30646755328002,2.67,0.093718,1e-06,-88.993,1e-05,-58.722,0.000238,-10.146,-2.375,7.1e-05,-21.053,0.27,0.202282,3.548,0.416,7.402,1.32958,20.789,3.268511,51.696,97.28,9.61257,92.096,0.000714,0.292146,0.005001,1.083824,0.00138,3.777378,0.020737,3.485232,0.018794,0.080495,0.001274,-2.556,0.031,0.019772,-0.084,-2e-05,-99.405,12.005,0.071,90.209,0.077,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ2_XS.md,123.22,2194500.0,580512819216.0,15.16,1128.0,-11167950321.0,11391.25,-360.0,6.05,140880.190397,0.0,1.7581,161001.45,256.0,767.494,4.848561200112841e+50
3
+ Qwen3.5-397B-A17B-IQ2_XXS (aes_sedai),122.35288084480001,2.47,0.126,1e-06,-92.916,1.3e-05,-67.028,0.000305,-13.243,-3.083,8.9e-05,-26.966,0.35,0.279836,4.358,0.561545,8.732,1.743954,23.157,3.878183,55.279,96.25,10.218699,95.185,0.000893,0.393994,0.006118,1.113047,0.001673,3.879226,0.021468,3.485232,0.018794,0.107101,0.001503,-3.233,0.035,0.029668,-0.095,-1.1e-05,-99.811,13.967,0.075,88.331,0.083,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ2_XXS.md,113.95,2194500.0,580512819216.0,15.16,1128.0,-8665450321.0,11391.25,-360.0,16.13,131644.190397,0.0,1.7581,156539.41,256.0,875.514,4.848561200112841e+50
4
  Qwen3.5-397B-A17B-IQ3_S (aes_sedai),146.43690995712,2.96,0.064515,1e-06,-79.702,8e-06,-45.599,0.000172,-7.534,-1.77,5.4e-05,-15.296,0.273,0.137085,3.164,0.279755,6.462,0.91256,19.152,2.404507,48.626,98.18,6.777893,95.566,0.000505,0.185276,0.003899,1.05316,0.001092,3.670508,0.020012,3.485232,0.018794,0.051795,0.001037,-1.746,0.025,0.013717,-0.057,-9e-06,-98.517,9.751,0.064,91.892,0.071,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ3_S.md,136.38,2.0,580512819216.0,15.16,1128.0,-11167950321.0,11391.25,-260.0,0.56,154678.190397,35.0,1.7581,167514.15,256.0,128.414,4.848561200112841e+50
5
  Qwen3.5-397B-A17B-IQ4_XS (aes_sedai),190.04156542976003,3.84,0.022699,-1e-06,-51.185,2e-06,-22.644,6e-05,-3.735,-0.855,1.8e-05,-7.266,0.216,0.047919,2.015,0.095427,4.24,0.318166,13.625,0.920345,35.574,99.36,3.624982,79.723,0.000189,0.05678,0.002181,1.016292,0.000623,3.542012,0.019134,3.485232,0.018794,0.01616,0.000613,-0.659,0.014,0.004755,-0.018,-4.9e-05,-88.458,5.589,0.045,95.173,0.056,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ4_XS.md,176.99,2.0,580512819216.0,15.16,1128.0,-1786971784240272.0,11457.5,-460.0,9.14,56919.0,35.0,1.7581,184082.71,256.0,97.151,4.848561200112841e+50
6
  Qwen3.5-397B-A17B-Q4_K_M (aes_sedai),244.39437656064004,4.93,0.008455,-4e-06,-29.119,0.0,-11.345,2e-05,-1.839,-0.322,6e-06,-3.627,0.277,0.0179,1.659,0.035011,3.244,0.117137,9.914,0.334085,25.331,99.76,1.587081,62.845,7.2e-05,0.010126,0.001321,1.002905,0.000379,3.495358,0.018894,3.485232,0.018794,0.002901,0.000378,-0.085,0.009,0.0018,-0.0,-0.000191,-64.536,3.326,0.029,97.045,0.044,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-Q4_K_M.md,227.61,2.0,580512819216.0,15.16,1144.0,-2299932297200272.0,11590.0,-560.0,7.97,23959.0,35.0,1.7581,183021.73,256.0,109.321,4.848561200112841e+50