Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Paper
•
1908.10084
•
Published
•
11
This is a sentence-transformers model finetuned from sentence-transformers/all-MiniLM-L6-v2 on the pairs_three_scores_v1 dataset. It maps sentences & paragraphs to a 384-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
SentenceTransformer(
(0): Transformer({'max_seq_length': 256, 'do_lower_case': False, 'architecture': 'BertModel'})
(1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
(2): Normalize()
)
First install the Sentence Transformers library:
pip install -U sentence-transformers
Then you can load this model and run inference.
from sentence_transformers import SentenceTransformer
# Download from the 🤗 Hub
model = SentenceTransformer("sentence_transformers_model_id")
# Run inference
sentences = [
'antioxidants tea',
'kidneys',
'good vibes sticker',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 384]
# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities)
# tensor([[ 1.0000, -0.4181, -0.4185],
# [-0.4181, 1.0000, 0.8252],
# [-0.4185, 0.8252, 1.0000]])
sentence1, sentence2, and score| sentence1 | sentence2 | score | |
|---|---|---|---|
| type | string | string | float |
| details |
|
|
|
| sentence1 | sentence2 | score |
|---|---|---|
baked biscuits |
creamy chocolate biscuits |
1.0 |
butter chicken |
appetizers |
1.0 |
oat biscuits coated with dark chocolate |
frozen peas |
0.0 |
CoSENTLoss with these parameters:{
"scale": 20.0,
"similarity_fct": "pairwise_cos_sim"
}
sentence1, sentence2, and score| sentence1 | sentence2 | score | |
|---|---|---|---|
| type | string | string | float |
| details |
|
|
|
| sentence1 | sentence2 | score |
|---|---|---|
isolate whey protein ice cream |
handmade chiffon flower skirt |
0.0 |
wrinkle face serum |
eye contour cream puffiness |
0.5 |
plump medjool dates |
serving platter |
0.0 |
CoSENTLoss with these parameters:{
"scale": 20.0,
"similarity_fct": "pairwise_cos_sim"
}
eval_strategy: stepsper_device_train_batch_size: 32per_device_eval_batch_size: 32learning_rate: 2e-05num_train_epochs: 1warmup_ratio: 0.1fp16: Trueoverwrite_output_dir: Falsedo_predict: Falseeval_strategy: stepsprediction_loss_only: Trueper_device_train_batch_size: 32per_device_eval_batch_size: 32per_gpu_train_batch_size: Noneper_gpu_eval_batch_size: Nonegradient_accumulation_steps: 1eval_accumulation_steps: Nonetorch_empty_cache_steps: Nonelearning_rate: 2e-05weight_decay: 0.0adam_beta1: 0.9adam_beta2: 0.999adam_epsilon: 1e-08max_grad_norm: 1.0num_train_epochs: 1max_steps: -1lr_scheduler_type: linearlr_scheduler_kwargs: {}warmup_ratio: 0.1warmup_steps: 0log_level: passivelog_level_replica: warninglog_on_each_node: Truelogging_nan_inf_filter: Truesave_safetensors: Truesave_on_each_node: Falsesave_only_model: Falserestore_callback_states_from_checkpoint: Falseno_cuda: Falseuse_cpu: Falseuse_mps_device: Falseseed: 42data_seed: Nonejit_mode_eval: Falseuse_ipex: Falsebf16: Falsefp16: Truefp16_opt_level: O1half_precision_backend: autobf16_full_eval: Falsefp16_full_eval: Falsetf32: Nonelocal_rank: 0ddp_backend: Nonetpu_num_cores: Nonetpu_metrics_debug: Falsedebug: []dataloader_drop_last: Falsedataloader_num_workers: 0dataloader_prefetch_factor: Nonepast_index: -1disable_tqdm: Falseremove_unused_columns: Truelabel_names: Noneload_best_model_at_end: Falseignore_data_skip: Falsefsdp: []fsdp_min_num_params: 0fsdp_config: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}fsdp_transformer_layer_cls_to_wrap: Noneaccelerator_config: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}deepspeed: Nonelabel_smoothing_factor: 0.0optim: adamw_torchoptim_args: Noneadafactor: Falsegroup_by_length: Falselength_column_name: lengthddp_find_unused_parameters: Noneddp_bucket_cap_mb: Noneddp_broadcast_buffers: Falsedataloader_pin_memory: Truedataloader_persistent_workers: Falseskip_memory_metrics: Trueuse_legacy_prediction_loop: Falsepush_to_hub: Falseresume_from_checkpoint: Nonehub_model_id: Nonehub_strategy: every_savehub_private_repo: Nonehub_always_push: Falsehub_revision: Nonegradient_checkpointing: Falsegradient_checkpointing_kwargs: Noneinclude_inputs_for_metrics: Falseinclude_for_metrics: []eval_do_concat_batches: Truefp16_backend: autopush_to_hub_model_id: Nonepush_to_hub_organization: Nonemp_parameters: auto_find_batch_size: Falsefull_determinism: Falsetorchdynamo: Noneray_scope: lastddp_timeout: 1800torch_compile: Falsetorch_compile_backend: Nonetorch_compile_mode: Noneinclude_tokens_per_second: Falseinclude_num_input_tokens_seen: Falseneftune_noise_alpha: Noneoptim_target_modules: Nonebatch_eval_metrics: Falseeval_on_start: Falseuse_liger_kernel: Falseliger_kernel_config: Noneeval_use_gather_object: Falseaverage_tokens_across_devices: Falseprompts: Nonebatch_sampler: batch_samplermulti_dataset_batch_sampler: proportionalrouter_mapping: {}learning_rate_mapping: {}| Epoch | Step | Training Loss | Validation Loss |
|---|---|---|---|
| 0.0003 | 100 | 7.8066 | - |
| 0.0006 | 200 | 7.5989 | - |
| 0.0010 | 300 | 7.9295 | - |
| 0.0013 | 400 | 7.529 | - |
| 0.0016 | 500 | 7.5908 | - |
| 0.0019 | 600 | 7.5168 | - |
| 0.0023 | 700 | 7.1537 | - |
| 0.0026 | 800 | 7.1359 | - |
| 0.0029 | 900 | 6.8972 | - |
| 0.0032 | 1000 | 6.8863 | - |
| 0.0035 | 1100 | 6.7207 | - |
| 0.0039 | 1200 | 6.5955 | - |
| 0.0042 | 1300 | 6.6244 | - |
| 0.0045 | 1400 | 6.4318 | - |
| 0.0048 | 1500 | 6.519 | - |
| 0.0051 | 1600 | 6.3526 | - |
| 0.0055 | 1700 | 6.4148 | - |
| 0.0058 | 1800 | 6.2467 | - |
| 0.0061 | 1900 | 6.0502 | - |
| 0.0064 | 2000 | 6.2174 | - |
| 0.0068 | 2100 | 5.8622 | - |
| 0.0071 | 2200 | 5.9959 | - |
| 0.0074 | 2300 | 5.833 | - |
| 0.0077 | 2400 | 5.5667 | - |
| 0.0080 | 2500 | 5.6399 | - |
| 0.0084 | 2600 | 5.443 | - |
| 0.0087 | 2700 | 5.4657 | - |
| 0.0090 | 2800 | 5.2845 | - |
| 0.0093 | 2900 | 5.2053 | - |
| 0.0096 | 3000 | 4.9338 | - |
| 0.0100 | 3100 | 4.9109 | - |
| 0.0103 | 3200 | 4.8976 | - |
| 0.0106 | 3300 | 4.7685 | - |
| 0.0109 | 3400 | 4.7523 | - |
| 0.0113 | 3500 | 4.8569 | - |
| 0.0116 | 3600 | 4.6425 | - |
| 0.0119 | 3700 | 4.3779 | - |
| 0.0122 | 3800 | 4.4231 | - |
| 0.0125 | 3900 | 4.39 | - |
| 0.0129 | 4000 | 4.2648 | - |
| 0.0132 | 4100 | 4.1547 | - |
| 0.0135 | 4200 | 4.0941 | - |
| 0.0138 | 4300 | 4.1312 | - |
| 0.0142 | 4400 | 4.1679 | - |
| 0.0145 | 4500 | 4.2079 | - |
| 0.0148 | 4600 | 4.0746 | - |
| 0.0151 | 4700 | 3.911 | - |
| 0.0154 | 4800 | 3.7837 | - |
| 0.0158 | 4900 | 3.7007 | - |
| 0.0161 | 5000 | 3.8435 | - |
| 0.0164 | 5100 | 3.8033 | - |
| 0.0167 | 5200 | 3.4714 | - |
| 0.0170 | 5300 | 3.6405 | - |
| 0.0174 | 5400 | 3.7457 | - |
| 0.0177 | 5500 | 3.6527 | - |
| 0.0180 | 5600 | 3.3905 | - |
| 0.0183 | 5700 | 3.7116 | - |
| 0.0187 | 5800 | 3.1816 | - |
| 0.0190 | 5900 | 3.2062 | - |
| 0.0193 | 6000 | 3.2407 | - |
| 0.0196 | 6100 | 3.2953 | - |
| 0.0199 | 6200 | 3.1204 | - |
| 0.0203 | 6300 | 3.3232 | - |
| 0.0206 | 6400 | 3.1003 | - |
| 0.0209 | 6500 | 3.2077 | - |
| 0.0212 | 6600 | 2.8888 | - |
| 0.0215 | 6700 | 2.7324 | - |
| 0.0219 | 6800 | 2.7648 | - |
| 0.0222 | 6900 | 3.2013 | - |
| 0.0225 | 7000 | 3.2078 | - |
| 0.0228 | 7100 | 2.7078 | - |
| 0.0232 | 7200 | 2.9559 | - |
| 0.0235 | 7300 | 2.4785 | - |
| 0.0238 | 7400 | 2.7805 | - |
| 0.0241 | 7500 | 2.4055 | - |
| 0.0244 | 7600 | 2.7964 | - |
| 0.0248 | 7700 | 2.2328 | - |
| 0.0251 | 7800 | 2.5901 | - |
| 0.0254 | 7900 | 2.7139 | - |
| 0.0257 | 8000 | 2.4979 | - |
| 0.0261 | 8100 | 2.6853 | - |
| 0.0264 | 8200 | 2.6372 | - |
| 0.0267 | 8300 | 2.4318 | - |
| 0.0270 | 8400 | 2.636 | - |
| 0.0273 | 8500 | 2.0939 | - |
| 0.0277 | 8600 | 2.1476 | - |
| 0.0280 | 8700 | 2.7014 | - |
| 0.0283 | 8800 | 2.1137 | - |
| 0.0286 | 8900 | 2.4258 | - |
| 0.0289 | 9000 | 2.3535 | - |
| 0.0293 | 9100 | 2.4322 | - |
| 0.0296 | 9200 | 2.2853 | - |
| 0.0299 | 9300 | 2.0163 | - |
| 0.0302 | 9400 | 2.1407 | - |
| 0.0306 | 9500 | 2.2094 | - |
| 0.0309 | 9600 | 2.2556 | - |
| 0.0312 | 9700 | 2.3448 | - |
| 0.0315 | 9800 | 2.456 | - |
| 0.0318 | 9900 | 1.8021 | - |
| 0.0322 | 10000 | 2.1663 | - |
| 0.0325 | 10100 | 1.8518 | - |
| 0.0328 | 10200 | 2.1506 | - |
| 0.0331 | 10300 | 2.3432 | - |
| 0.0334 | 10400 | 2.0436 | - |
| 0.0338 | 10500 | 2.0556 | - |
| 0.0341 | 10600 | 1.7657 | - |
| 0.0344 | 10700 | 1.8931 | - |
| 0.0347 | 10800 | 1.8253 | - |
| 0.0351 | 10900 | 2.0609 | - |
| 0.0354 | 11000 | 1.8338 | - |
| 0.0357 | 11100 | 2.0674 | - |
| 0.0360 | 11200 | 1.8332 | - |
| 0.0363 | 11300 | 2.1692 | - |
| 0.0367 | 11400 | 1.6468 | - |
| 0.0370 | 11500 | 1.6745 | - |
| 0.0373 | 11600 | 1.5011 | - |
| 0.0376 | 11700 | 2.0544 | - |
| 0.0379 | 11800 | 1.9045 | - |
| 0.0383 | 11900 | 1.5837 | - |
| 0.0386 | 12000 | 1.7272 | - |
| 0.0389 | 12100 | 1.9763 | - |
| 0.0392 | 12200 | 1.6373 | - |
| 0.0396 | 12300 | 1.8088 | - |
| 0.0399 | 12400 | 1.8967 | - |
| 0.0402 | 12500 | 1.7083 | - |
| 0.0405 | 12600 | 1.7826 | - |
| 0.0408 | 12700 | 1.7638 | - |
| 0.0412 | 12800 | 1.7387 | - |
| 0.0415 | 12900 | 1.5468 | - |
| 0.0418 | 13000 | 1.3818 | - |
| 0.0421 | 13100 | 1.485 | - |
| 0.0425 | 13200 | 1.8099 | - |
| 0.0428 | 13300 | 1.6015 | - |
| 0.0431 | 13400 | 1.7772 | - |
| 0.0434 | 13500 | 1.5963 | - |
| 0.0437 | 13600 | 1.9104 | - |
| 0.0441 | 13700 | 1.4003 | - |
| 0.0444 | 13800 | 1.4392 | - |
| 0.0447 | 13900 | 1.5435 | - |
| 0.0450 | 14000 | 1.7736 | - |
| 0.0453 | 14100 | 1.1714 | - |
| 0.0457 | 14200 | 1.3517 | - |
| 0.0460 | 14300 | 1.2254 | - |
| 0.0463 | 14400 | 1.2023 | - |
| 0.0466 | 14500 | 1.5112 | - |
| 0.0470 | 14600 | 1.5304 | - |
| 0.0473 | 14700 | 1.3644 | - |
| 0.0476 | 14800 | 1.412 | - |
| 0.0479 | 14900 | 1.4672 | - |
| 0.0482 | 15000 | 1.7926 | - |
| 0.0486 | 15100 | 1.6681 | - |
| 0.0489 | 15200 | 1.384 | - |
| 0.0492 | 15300 | 1.4933 | - |
| 0.0495 | 15400 | 1.4745 | - |
| 0.0498 | 15500 | 1.7486 | - |
| 0.0502 | 15600 | 1.3832 | - |
| 0.0505 | 15700 | 1.472 | - |
| 0.0508 | 15800 | 1.5326 | - |
| 0.0511 | 15900 | 1.323 | - |
| 0.0515 | 16000 | 1.416 | - |
| 0.0518 | 16100 | 1.3442 | - |
| 0.0521 | 16200 | 1.354 | - |
| 0.0524 | 16300 | 1.3814 | - |
| 0.0527 | 16400 | 1.3001 | - |
| 0.0531 | 16500 | 1.4738 | - |
| 0.0534 | 16600 | 0.9179 | - |
| 0.0537 | 16700 | 1.188 | - |
| 0.0540 | 16800 | 1.3652 | - |
| 0.0544 | 16900 | 1.1626 | - |
| 0.0547 | 17000 | 0.8847 | - |
| 0.0550 | 17100 | 1.0546 | - |
| 0.0553 | 17200 | 1.1735 | - |
| 0.0556 | 17300 | 1.2102 | - |
| 0.0560 | 17400 | 1.4382 | - |
| 0.0563 | 17500 | 1.3313 | - |
| 0.0566 | 17600 | 0.9483 | - |
| 0.0569 | 17700 | 1.2998 | - |
| 0.0572 | 17800 | 0.8817 | - |
| 0.0576 | 17900 | 1.3837 | - |
| 0.0579 | 18000 | 1.0603 | - |
| 0.0582 | 18100 | 1.3005 | - |
| 0.0585 | 18200 | 1.5605 | - |
| 0.0589 | 18300 | 1.128 | - |
| 0.0592 | 18400 | 0.9162 | - |
| 0.0595 | 18500 | 1.4101 | - |
| 0.0598 | 18600 | 1.1146 | - |
| 0.0601 | 18700 | 1.4547 | - |
| 0.0605 | 18800 | 1.199 | - |
| 0.0608 | 18900 | 1.1706 | - |
| 0.0611 | 19000 | 1.1376 | - |
| 0.0614 | 19100 | 1.1562 | - |
| 0.0617 | 19200 | 1.3074 | - |
| 0.0621 | 19300 | 0.9782 | - |
| 0.0624 | 19400 | 0.9459 | - |
| 0.0627 | 19500 | 1.1102 | - |
| 0.0630 | 19600 | 1.2035 | - |
| 0.0634 | 19700 | 1.1314 | - |
| 0.0637 | 19800 | 0.9887 | - |
| 0.0640 | 19900 | 0.7608 | - |
| 0.0643 | 20000 | 1.2083 | - |
| 0.0646 | 20100 | 0.9592 | - |
| 0.0650 | 20200 | 1.0728 | - |
| 0.0653 | 20300 | 0.889 | - |
| 0.0656 | 20400 | 0.8182 | - |
| 0.0659 | 20500 | 1.4151 | - |
| 0.0663 | 20600 | 0.9469 | - |
| 0.0666 | 20700 | 1.4785 | - |
| 0.0669 | 20800 | 1.6087 | - |
| 0.0672 | 20900 | 0.8124 | - |
| 0.0675 | 21000 | 1.4845 | - |
| 0.0679 | 21100 | 0.858 | - |
| 0.0682 | 21200 | 0.9482 | - |
| 0.0685 | 21300 | 0.6768 | - |
| 0.0688 | 21400 | 1.0857 | - |
| 0.0691 | 21500 | 1.4537 | - |
| 0.0695 | 21600 | 1.1204 | - |
| 0.0698 | 21700 | 1.0184 | - |
| 0.0701 | 21800 | 0.9266 | - |
| 0.0704 | 21900 | 0.8475 | - |
| 0.0708 | 22000 | 0.7533 | - |
| 0.0711 | 22100 | 0.8201 | - |
| 0.0714 | 22200 | 1.0804 | - |
| 0.0717 | 22300 | 0.765 | - |
| 0.0720 | 22400 | 1.0774 | - |
| 0.0724 | 22500 | 1.0415 | - |
| 0.0727 | 22600 | 1.187 | - |
| 0.0730 | 22700 | 1.0236 | - |
| 0.0733 | 22800 | 1.0514 | - |
| 0.0736 | 22900 | 0.7566 | - |
| 0.0740 | 23000 | 1.0695 | - |
| 0.0743 | 23100 | 0.7984 | - |
| 0.0746 | 23200 | 1.3636 | - |
| 0.0749 | 23300 | 1.0794 | - |
| 0.0753 | 23400 | 1.0373 | - |
| 0.0756 | 23500 | 1.1122 | - |
| 0.0759 | 23600 | 0.9201 | - |
| 0.0762 | 23700 | 1.0433 | - |
| 0.0765 | 23800 | 1.0433 | - |
| 0.0769 | 23900 | 0.7527 | - |
| 0.0772 | 24000 | 0.7895 | - |
| 0.0775 | 24100 | 0.7783 | - |
| 0.0778 | 24200 | 0.8425 | - |
| 0.0782 | 24300 | 0.7556 | - |
| 0.0785 | 24400 | 1.0648 | - |
| 0.0788 | 24500 | 0.5853 | - |
| 0.0791 | 24600 | 0.8645 | - |
| 0.0794 | 24700 | 0.6873 | - |
| 0.0798 | 24800 | 1.0502 | - |
| 0.0801 | 24900 | 0.7725 | - |
| 0.0804 | 25000 | 1.0648 | - |
| 0.0807 | 25100 | 0.988 | - |
| 0.0810 | 25200 | 0.7985 | - |
| 0.0814 | 25300 | 0.8646 | - |
| 0.0817 | 25400 | 0.7559 | - |
| 0.0820 | 25500 | 0.9799 | - |
| 0.0823 | 25600 | 0.784 | - |
| 0.0827 | 25700 | 0.7844 | - |
| 0.0830 | 25800 | 1.0336 | - |
| 0.0833 | 25900 | 0.9184 | - |
| 0.0836 | 26000 | 0.8445 | - |
| 0.0839 | 26100 | 1.0667 | - |
| 0.0843 | 26200 | 0.9535 | - |
| 0.0846 | 26300 | 0.8153 | - |
| 0.0849 | 26400 | 1.0022 | - |
| 0.0852 | 26500 | 1.4452 | - |
| 0.0855 | 26600 | 0.6706 | - |
| 0.0859 | 26700 | 0.6889 | - |
| 0.0862 | 26800 | 1.0567 | - |
| 0.0865 | 26900 | 0.4504 | - |
| 0.0868 | 27000 | 0.875 | - |
| 0.0872 | 27100 | 0.8955 | - |
| 0.0875 | 27200 | 1.0317 | - |
| 0.0878 | 27300 | 0.9534 | - |
| 0.0881 | 27400 | 1.1253 | - |
| 0.0884 | 27500 | 0.4917 | - |
| 0.0888 | 27600 | 0.5602 | - |
| 0.0891 | 27700 | 0.936 | - |
| 0.0894 | 27800 | 0.6717 | - |
| 0.0897 | 27900 | 0.7932 | - |
| 0.0901 | 28000 | 0.9078 | - |
| 0.0904 | 28100 | 1.1324 | - |
| 0.0907 | 28200 | 1.0622 | - |
| 0.0910 | 28300 | 0.617 | - |
| 0.0913 | 28400 | 0.8846 | - |
| 0.0917 | 28500 | 0.7486 | - |
| 0.0920 | 28600 | 0.9424 | - |
| 0.0923 | 28700 | 0.8611 | - |
| 0.0926 | 28800 | 1.0119 | - |
| 0.0929 | 28900 | 0.8418 | - |
| 0.0933 | 29000 | 0.8334 | - |
| 0.0936 | 29100 | 0.6756 | - |
| 0.0939 | 29200 | 0.9045 | - |
| 0.0942 | 29300 | 0.7366 | - |
| 0.0946 | 29400 | 1.0128 | - |
| 0.0949 | 29500 | 0.6755 | - |
| 0.0952 | 29600 | 0.8278 | - |
| 0.0955 | 29700 | 0.5475 | - |
| 0.0958 | 29800 | 0.5006 | - |
| 0.0962 | 29900 | 0.7427 | - |
| 0.0965 | 30000 | 0.8982 | - |
| 0.0968 | 30100 | 0.7393 | - |
| 0.0971 | 30200 | 0.919 | - |
| 0.0974 | 30300 | 0.989 | - |
| 0.0978 | 30400 | 0.7125 | - |
| 0.0981 | 30500 | 0.6192 | - |
| 0.0984 | 30600 | 0.6179 | - |
| 0.0987 | 30700 | 0.8844 | - |
| 0.0991 | 30800 | 0.7406 | - |
| 0.0994 | 30900 | 0.5868 | - |
| 0.0997 | 31000 | 0.8774 | - |
| 0.1000 | 31100 | 0.4897 | - |
| 0.1003 | 31200 | 0.5193 | - |
| 0.1007 | 31300 | 1.2324 | - |
| 0.1010 | 31400 | 0.8003 | - |
| 0.1013 | 31500 | 0.6986 | - |
| 0.1016 | 31600 | 0.5009 | - |
| 0.1019 | 31700 | 0.528 | - |
| 0.1023 | 31800 | 0.8065 | - |
| 0.1026 | 31900 | 0.5705 | - |
| 0.1029 | 32000 | 0.708 | - |
| 0.1032 | 32100 | 0.6951 | - |
| 0.1036 | 32200 | 0.8875 | - |
| 0.1039 | 32300 | 0.3286 | - |
| 0.1042 | 32400 | 0.4085 | - |
| 0.1045 | 32500 | 0.6746 | - |
| 0.1048 | 32600 | 0.4831 | - |
| 0.1052 | 32700 | 0.5722 | - |
| 0.1055 | 32800 | 0.7113 | - |
| 0.1058 | 32900 | 0.5583 | - |
| 0.1061 | 33000 | 0.6892 | - |
| 0.1065 | 33100 | 0.8527 | - |
| 0.1068 | 33200 | 0.6434 | - |
| 0.1071 | 33300 | 0.5354 | - |
| 0.1074 | 33400 | 0.5426 | - |
| 0.1077 | 33500 | 0.3392 | - |
| 0.1081 | 33600 | 0.5651 | - |
| 0.1084 | 33700 | 0.4979 | - |
| 0.1087 | 33800 | 0.776 | - |
| 0.1090 | 33900 | 0.72 | - |
| 0.1093 | 34000 | 0.7676 | - |
| 0.1097 | 34100 | 1.0511 | - |
| 0.1100 | 34200 | 0.4914 | - |
| 0.1103 | 34300 | 0.5792 | - |
| 0.1106 | 34400 | 0.8332 | - |
| 0.1110 | 34500 | 0.4554 | - |
| 0.1113 | 34600 | 0.6915 | - |
| 0.1116 | 34700 | 0.5976 | - |
| 0.1119 | 34800 | 0.604 | - |
| 0.1122 | 34900 | 0.7465 | - |
| 0.1126 | 35000 | 0.7044 | - |
| 0.1129 | 35100 | 0.5187 | - |
| 0.1132 | 35200 | 0.5602 | - |
| 0.1135 | 35300 | 0.8919 | - |
| 0.1138 | 35400 | 0.9741 | - |
| 0.1142 | 35500 | 0.7542 | - |
| 0.1145 | 35600 | 0.6552 | - |
| 0.1148 | 35700 | 0.6303 | - |
| 0.1151 | 35800 | 0.5485 | - |
| 0.1155 | 35900 | 0.5261 | - |
| 0.1158 | 36000 | 0.4992 | - |
| 0.1161 | 36100 | 0.679 | - |
| 0.1164 | 36200 | 0.6097 | - |
| 0.1167 | 36300 | 0.6037 | - |
| 0.1171 | 36400 | 0.5779 | - |
| 0.1174 | 36500 | 0.432 | - |
| 0.1177 | 36600 | 0.5313 | - |
| 0.1180 | 36700 | 0.7007 | - |
| 0.1184 | 36800 | 0.6185 | - |
| 0.1187 | 36900 | 0.7429 | - |
| 0.1190 | 37000 | 0.344 | - |
| 0.1193 | 37100 | 0.6553 | - |
| 0.1196 | 37200 | 0.8077 | - |
| 0.1200 | 37300 | 0.6903 | - |
| 0.1203 | 37400 | 0.4405 | - |
| 0.1206 | 37500 | 0.544 | - |
| 0.1209 | 37600 | 0.3744 | - |
| 0.1212 | 37700 | 0.4602 | - |
| 0.1216 | 37800 | 0.7393 | - |
| 0.1219 | 37900 | 1.0928 | - |
| 0.1222 | 38000 | 0.8547 | - |
| 0.1225 | 38100 | 0.5397 | - |
| 0.1229 | 38200 | 0.5826 | - |
| 0.1232 | 38300 | 0.4977 | - |
| 0.1235 | 38400 | 0.7035 | - |
| 0.1238 | 38500 | 0.5615 | - |
| 0.1241 | 38600 | 0.4712 | - |
| 0.1245 | 38700 | 0.5629 | - |
| 0.1248 | 38800 | 0.6966 | - |
| 0.1251 | 38900 | 0.6574 | - |
| 0.1254 | 39000 | 0.6759 | - |
| 0.1257 | 39100 | 0.6076 | - |
| 0.1261 | 39200 | 0.348 | - |
| 0.1264 | 39300 | 0.7305 | - |
| 0.1267 | 39400 | 0.3758 | - |
| 0.1270 | 39500 | 0.3434 | - |
| 0.1274 | 39600 | 0.5255 | - |
| 0.1277 | 39700 | 0.7247 | - |
| 0.1280 | 39800 | 0.7942 | - |
| 0.1283 | 39900 | 0.77 | - |
| 0.1286 | 40000 | 0.5899 | - |
| 0.1290 | 40100 | 0.4977 | - |
| 0.1293 | 40200 | 0.6612 | - |
| 0.1296 | 40300 | 0.3233 | - |
| 0.1299 | 40400 | 0.79 | - |
| 0.1303 | 40500 | 0.7292 | - |
| 0.1306 | 40600 | 0.8045 | - |
| 0.1309 | 40700 | 0.358 | - |
| 0.1312 | 40800 | 0.7644 | - |
| 0.1315 | 40900 | 0.5561 | - |
| 0.1319 | 41000 | 0.5143 | - |
| 0.1322 | 41100 | 0.7658 | - |
| 0.1325 | 41200 | 0.5175 | - |
| 0.1328 | 41300 | 0.4444 | - |
| 0.1331 | 41400 | 0.7112 | - |
| 0.1335 | 41500 | 0.7798 | - |
| 0.1338 | 41600 | 0.4858 | - |
| 0.1341 | 41700 | 0.4349 | - |
| 0.1344 | 41800 | 0.6584 | - |
| 0.1348 | 41900 | 0.4535 | - |
| 0.1351 | 42000 | 0.3339 | - |
| 0.1354 | 42100 | 0.6769 | - |
| 0.1357 | 42200 | 0.244 | - |
| 0.1360 | 42300 | 0.7498 | - |
| 0.1364 | 42400 | 0.3726 | - |
| 0.1367 | 42500 | 0.5087 | - |
| 0.1370 | 42600 | 0.5979 | - |
| 0.1373 | 42700 | 0.4849 | - |
| 0.1376 | 42800 | 0.5886 | - |
| 0.1380 | 42900 | 0.5676 | - |
| 0.1383 | 43000 | 0.893 | - |
| 0.1386 | 43100 | 0.5753 | - |
| 0.1389 | 43200 | 0.5468 | - |
| 0.1393 | 43300 | 0.5337 | - |
| 0.1396 | 43400 | 0.3606 | - |
| 0.1399 | 43500 | 0.3003 | - |
| 0.1402 | 43600 | 0.5852 | - |
| 0.1405 | 43700 | 0.4739 | - |
| 0.1409 | 43800 | 0.7934 | - |
| 0.1412 | 43900 | 0.4935 | - |
| 0.1415 | 44000 | 0.4359 | - |
| 0.1418 | 44100 | 0.5569 | - |
| 0.1422 | 44200 | 0.4747 | - |
| 0.1425 | 44300 | 0.5832 | - |
| 0.1428 | 44400 | 0.4392 | - |
| 0.1431 | 44500 | 0.5983 | - |
| 0.1434 | 44600 | 0.4783 | - |
| 0.1438 | 44700 | 0.4546 | - |
| 0.1441 | 44800 | 0.3994 | - |
| 0.1444 | 44900 | 0.4914 | - |
| 0.1447 | 45000 | 0.5524 | - |
| 0.1450 | 45100 | 0.7957 | - |
| 0.1454 | 45200 | 0.4875 | - |
| 0.1457 | 45300 | 0.376 | - |
| 0.1460 | 45400 | 0.7572 | - |
| 0.1463 | 45500 | 0.4414 | - |
| 0.1467 | 45600 | 0.829 | - |
| 0.1470 | 45700 | 0.5808 | - |
| 0.1473 | 45800 | 0.342 | - |
| 0.1476 | 45900 | 0.4337 | - |
| 0.1479 | 46000 | 0.4761 | - |
| 0.1483 | 46100 | 0.2174 | - |
| 0.1486 | 46200 | 0.7193 | - |
| 0.1489 | 46300 | 0.3928 | - |
| 0.1492 | 46400 | 0.4321 | - |
| 0.1495 | 46500 | 0.5329 | - |
| 0.1499 | 46600 | 0.3891 | - |
| 0.1502 | 46700 | 0.5683 | - |
| 0.1505 | 46800 | 0.8082 | - |
| 0.1508 | 46900 | 0.3162 | - |
| 0.1512 | 47000 | 0.476 | - |
| 0.1515 | 47100 | 0.3473 | - |
| 0.1518 | 47200 | 0.5927 | - |
| 0.1521 | 47300 | 0.4882 | - |
| 0.1524 | 47400 | 0.3577 | - |
| 0.1528 | 47500 | 0.9976 | - |
| 0.1531 | 47600 | 0.4126 | - |
| 0.1534 | 47700 | 0.7367 | - |
| 0.1537 | 47800 | 0.3454 | - |
| 0.1541 | 47900 | 0.3981 | - |
| 0.1544 | 48000 | 0.6796 | - |
| 0.1547 | 48100 | 0.5854 | - |
| 0.1550 | 48200 | 0.2713 | - |
| 0.1553 | 48300 | 0.7512 | - |
| 0.1557 | 48400 | 0.5649 | - |
| 0.1560 | 48500 | 0.3889 | - |
| 0.1563 | 48600 | 0.6803 | - |
| 0.1566 | 48700 | 0.3826 | - |
| 0.1569 | 48800 | 0.4936 | - |
| 0.1573 | 48900 | 0.4817 | - |
| 0.1576 | 49000 | 0.4137 | - |
| 0.1579 | 49100 | 0.327 | - |
| 0.1582 | 49200 | 0.4338 | - |
| 0.1586 | 49300 | 0.4448 | - |
| 0.1589 | 49400 | 0.3226 | - |
| 0.1592 | 49500 | 0.3078 | - |
| 0.1595 | 49600 | 0.8311 | - |
| 0.1598 | 49700 | 0.6019 | - |
| 0.1602 | 49800 | 0.4826 | - |
| 0.1605 | 49900 | 0.463 | - |
| 0.1608 | 50000 | 0.4734 | - |
| 0.1611 | 50100 | 0.2866 | - |
| 0.1614 | 50200 | 0.3755 | - |
| 0.1618 | 50300 | 0.6345 | - |
| 0.1621 | 50400 | 0.5669 | - |
| 0.1624 | 50500 | 0.2872 | - |
| 0.1627 | 50600 | 0.3686 | - |
| 0.1631 | 50700 | 0.58 | - |
| 0.1634 | 50800 | 0.4657 | - |
| 0.1637 | 50900 | 0.4586 | - |
| 0.1640 | 51000 | 0.6057 | - |
| 0.1643 | 51100 | 0.4141 | - |
| 0.1647 | 51200 | 0.3405 | - |
| 0.1650 | 51300 | 0.4466 | - |
| 0.1653 | 51400 | 0.5121 | - |
| 0.1656 | 51500 | 0.5337 | - |
| 0.1659 | 51600 | 0.199 | - |
| 0.1663 | 51700 | 0.5895 | - |
| 0.1666 | 51800 | 0.5212 | - |
| 0.1669 | 51900 | 0.4235 | - |
| 0.1672 | 52000 | 0.6664 | - |
| 0.1676 | 52100 | 0.2913 | - |
| 0.1679 | 52200 | 0.2595 | - |
| 0.1682 | 52300 | 0.4209 | - |
| 0.1685 | 52400 | 0.3612 | - |
| 0.1688 | 52500 | 0.3708 | - |
| 0.1692 | 52600 | 0.393 | - |
| 0.1695 | 52700 | 0.4429 | - |
| 0.1698 | 52800 | 0.3877 | - |
| 0.1701 | 52900 | 0.3702 | - |
| 0.1705 | 53000 | 0.3995 | - |
| 0.1708 | 53100 | 0.3837 | - |
| 0.1711 | 53200 | 0.2975 | - |
| 0.1714 | 53300 | 0.5091 | - |
| 0.1717 | 53400 | 0.5652 | - |
| 0.1721 | 53500 | 0.2539 | - |
| 0.1724 | 53600 | 0.2931 | - |
| 0.1727 | 53700 | 0.2492 | - |
| 0.1730 | 53800 | 0.5546 | - |
| 0.1733 | 53900 | 0.3686 | - |
| 0.1737 | 54000 | 0.2922 | - |
| 0.1740 | 54100 | 0.4089 | - |
| 0.1743 | 54200 | 0.4161 | - |
| 0.1746 | 54300 | 0.5433 | - |
| 0.1750 | 54400 | 0.6745 | - |
| 0.1753 | 54500 | 0.3487 | - |
| 0.1756 | 54600 | 0.2189 | - |
| 0.1759 | 54700 | 0.276 | - |
| 0.1762 | 54800 | 0.3757 | - |
| 0.1766 | 54900 | 0.4302 | - |
| 0.1769 | 55000 | 0.7912 | - |
| 0.1772 | 55100 | 0.3525 | - |
| 0.1775 | 55200 | 0.3746 | - |
| 0.1778 | 55300 | 0.3599 | - |
| 0.1782 | 55400 | 0.3148 | - |
| 0.1785 | 55500 | 0.6361 | - |
| 0.1788 | 55600 | 0.2937 | - |
| 0.1791 | 55700 | 0.5528 | - |
| 0.1795 | 55800 | 0.4877 | - |
| 0.1798 | 55900 | 0.2981 | - |
| 0.1801 | 56000 | 0.3803 | - |
| 0.1804 | 56100 | 0.416 | - |
| 0.1807 | 56200 | 0.512 | - |
| 0.1811 | 56300 | 0.4713 | - |
| 0.1814 | 56400 | 0.2705 | - |
| 0.1817 | 56500 | 0.547 | - |
| 0.1820 | 56600 | 0.3542 | - |
| 0.1824 | 56700 | 0.307 | - |
| 0.1827 | 56800 | 0.3352 | - |
| 0.1830 | 56900 | 0.3387 | - |
| 0.1833 | 57000 | 0.1772 | - |
| 0.1836 | 57100 | 0.5233 | - |
| 0.1840 | 57200 | 0.3184 | - |
| 0.1843 | 57300 | 0.3624 | - |
| 0.1846 | 57400 | 0.3839 | - |
| 0.1849 | 57500 | 0.3746 | - |
| 0.1852 | 57600 | 0.4536 | - |
| 0.1856 | 57700 | 0.3105 | - |
| 0.1859 | 57800 | 0.3463 | - |
| 0.1862 | 57900 | 0.4541 | - |
| 0.1865 | 58000 | 0.6182 | - |
| 0.1869 | 58100 | 0.4091 | - |
| 0.1872 | 58200 | 0.5034 | - |
| 0.1875 | 58300 | 0.2566 | - |
| 0.1878 | 58400 | 0.2821 | - |
| 0.1881 | 58500 | 0.2586 | - |
| 0.1885 | 58600 | 0.2637 | - |
| 0.1888 | 58700 | 0.3372 | - |
| 0.1891 | 58800 | 0.5526 | - |
| 0.1894 | 58900 | 0.5215 | - |
| 0.1897 | 59000 | 0.3986 | - |
| 0.1901 | 59100 | 0.3423 | - |
| 0.1904 | 59200 | 0.3782 | - |
| 0.1907 | 59300 | 0.3951 | - |
| 0.1910 | 59400 | 0.4161 | - |
| 0.1914 | 59500 | 0.4509 | - |
| 0.1917 | 59600 | 0.4938 | - |
| 0.1920 | 59700 | 0.3077 | - |
| 0.1923 | 59800 | 0.4123 | - |
| 0.1926 | 59900 | 0.2165 | - |
| 0.1930 | 60000 | 0.3503 | - |
| 0.1933 | 60100 | 0.4055 | - |
| 0.1936 | 60200 | 0.3362 | - |
| 0.1939 | 60300 | 0.3057 | - |
| 0.1943 | 60400 | 0.681 | - |
| 0.1946 | 60500 | 0.1051 | - |
| 0.1949 | 60600 | 0.5841 | - |
| 0.1952 | 60700 | 0.1647 | - |
| 0.1955 | 60800 | 0.273 | - |
| 0.1959 | 60900 | 0.3301 | - |
| 0.1962 | 61000 | 0.257 | - |
| 0.1965 | 61100 | 0.2504 | - |
| 0.1968 | 61200 | 0.6002 | - |
| 0.1971 | 61300 | 0.2724 | - |
| 0.1975 | 61400 | 0.221 | - |
| 0.1978 | 61500 | 0.3716 | - |
| 0.1981 | 61600 | 0.3442 | - |
| 0.1984 | 61700 | 0.647 | - |
| 0.1988 | 61800 | 0.3654 | - |
| 0.1991 | 61900 | 0.5782 | - |
| 0.1994 | 62000 | 0.3101 | - |
| 0.1997 | 62100 | 0.3884 | - |
| 0.2000 | 62200 | 0.2157 | - |
| 0.2004 | 62300 | 0.4041 | - |
| 0.2007 | 62400 | 0.2391 | - |
| 0.2010 | 62500 | 0.265 | - |
| 0.2013 | 62600 | 0.3055 | - |
| 0.2016 | 62700 | 0.1644 | - |
| 0.2020 | 62800 | 0.3014 | - |
| 0.2023 | 62900 | 0.3134 | - |
| 0.2026 | 63000 | 0.1903 | - |
| 0.2029 | 63100 | 0.3733 | - |
| 0.2033 | 63200 | 0.3042 | - |
| 0.2036 | 63300 | 0.2357 | - |
| 0.2039 | 63400 | 0.4096 | - |
| 0.2042 | 63500 | 0.3725 | - |
| 0.2045 | 63600 | 0.6202 | - |
| 0.2049 | 63700 | 0.3873 | - |
| 0.2052 | 63800 | 0.5418 | - |
| 0.2055 | 63900 | 0.2741 | - |
| 0.2058 | 64000 | 0.2746 | - |
| 0.2062 | 64100 | 0.3615 | - |
| 0.2065 | 64200 | 0.2778 | - |
| 0.2068 | 64300 | 0.3675 | - |
| 0.2071 | 64400 | 0.6114 | - |
| 0.2074 | 64500 | 0.475 | - |
| 0.2078 | 64600 | 0.2274 | - |
| 0.2081 | 64700 | 0.1257 | - |
| 0.2084 | 64800 | 0.335 | - |
| 0.2087 | 64900 | 0.2149 | - |
| 0.2090 | 65000 | 0.2958 | - |
| 0.2094 | 65100 | 0.4056 | - |
| 0.2097 | 65200 | 0.2744 | - |
| 0.2100 | 65300 | 0.3572 | - |
| 0.2103 | 65400 | 0.2728 | - |
| 0.2107 | 65500 | 0.2605 | - |
| 0.2110 | 65600 | 0.5715 | - |
| 0.2113 | 65700 | 0.2048 | - |
| 0.2116 | 65800 | 0.4505 | - |
| 0.2119 | 65900 | 0.6477 | - |
| 0.2123 | 66000 | 0.6632 | - |
| 0.2126 | 66100 | 0.3026 | - |
| 0.2129 | 66200 | 0.2761 | - |
| 0.2132 | 66300 | 0.1499 | - |
| 0.2135 | 66400 | 0.1873 | - |
| 0.2139 | 66500 | 0.2064 | - |
| 0.2142 | 66600 | 0.2102 | - |
| 0.2145 | 66700 | 0.2498 | - |
| 0.2148 | 66800 | 0.4731 | - |
| 0.2152 | 66900 | 0.3808 | - |
| 0.2155 | 67000 | 0.3928 | - |
| 0.2158 | 67100 | 0.4101 | - |
| 0.2161 | 67200 | 0.2211 | - |
| 0.2164 | 67300 | 0.5826 | - |
| 0.2168 | 67400 | 0.2227 | - |
| 0.2171 | 67500 | 0.2149 | - |
| 0.2174 | 67600 | 0.4226 | - |
| 0.2177 | 67700 | 0.6167 | - |
| 0.2180 | 67800 | 0.1698 | - |
| 0.2184 | 67900 | 0.2858 | - |
| 0.2187 | 68000 | 0.3793 | - |
| 0.2190 | 68100 | 0.232 | - |
| 0.2193 | 68200 | 0.3698 | - |
| 0.2197 | 68300 | 0.2557 | - |
| 0.2200 | 68400 | 0.3189 | - |
| 0.2203 | 68500 | 0.4161 | - |
| 0.2206 | 68600 | 0.2412 | - |
| 0.2209 | 68700 | 0.1954 | - |
| 0.2213 | 68800 | 0.2512 | - |
| 0.2216 | 68900 | 0.3923 | - |
| 0.2219 | 69000 | 0.293 | - |
| 0.2222 | 69100 | 0.1694 | - |
| 0.2226 | 69200 | 0.2778 | - |
| 0.2229 | 69300 | 0.2565 | - |
| 0.2232 | 69400 | 0.231 | - |
| 0.2235 | 69500 | 0.3031 | - |
| 0.2238 | 69600 | 0.1956 | - |
| 0.2242 | 69700 | 0.1904 | - |
| 0.2245 | 69800 | 0.1747 | - |
| 0.2248 | 69900 | 0.2651 | - |
| 0.2251 | 70000 | 0.3398 | - |
| 0.2254 | 70100 | 0.2029 | - |
| 0.2258 | 70200 | 0.219 | - |
| 0.2261 | 70300 | 0.1523 | - |
| 0.2264 | 70400 | 0.1786 | - |
| 0.2267 | 70500 | 0.2683 | - |
| 0.2271 | 70600 | 0.1254 | - |
| 0.2274 | 70700 | 0.3261 | - |
| 0.2277 | 70800 | 0.2015 | - |
| 0.2280 | 70900 | 0.2475 | - |
| 0.2283 | 71000 | 0.2274 | - |
| 0.2287 | 71100 | 0.1402 | - |
| 0.2290 | 71200 | 0.227 | - |
| 0.2293 | 71300 | 0.3773 | - |
| 0.2296 | 71400 | 0.2931 | - |
| 0.2299 | 71500 | 0.2282 | - |
| 0.2303 | 71600 | 0.1353 | - |
| 0.2306 | 71700 | 0.327 | - |
| 0.2309 | 71800 | 0.1564 | - |
| 0.2312 | 71900 | 0.2595 | - |
| 0.2316 | 72000 | 0.1448 | - |
| 0.2319 | 72100 | 0.5001 | - |
| 0.2322 | 72200 | 0.3549 | - |
| 0.2325 | 72300 | 0.139 | - |
| 0.2328 | 72400 | 0.301 | - |
| 0.2332 | 72500 | 0.1661 | - |
| 0.2335 | 72600 | 0.3394 | - |
| 0.2338 | 72700 | 0.3475 | - |
| 0.2341 | 72800 | 0.2793 | - |
| 0.2345 | 72900 | 0.3358 | - |
| 0.2348 | 73000 | 0.7044 | - |
| 0.2351 | 73100 | 0.2113 | - |
| 0.2354 | 73200 | 0.1005 | - |
| 0.2357 | 73300 | 0.2693 | - |
| 0.2361 | 73400 | 0.33 | - |
| 0.2364 | 73500 | 0.1652 | - |
| 0.2367 | 73600 | 0.2647 | - |
| 0.2370 | 73700 | 0.3198 | - |
| 0.2373 | 73800 | 0.1458 | - |
| 0.2377 | 73900 | 0.2874 | - |
| 0.2380 | 74000 | 0.1068 | - |
| 0.2383 | 74100 | 0.2434 | - |
| 0.2386 | 74200 | 0.1755 | - |
| 0.2390 | 74300 | 0.4141 | - |
| 0.2393 | 74400 | 0.2832 | - |
| 0.2396 | 74500 | 0.397 | - |
| 0.2399 | 74600 | 0.3002 | - |
| 0.2402 | 74700 | 0.2915 | - |
| 0.2406 | 74800 | 0.5078 | - |
| 0.2409 | 74900 | 0.355 | - |
| 0.2412 | 75000 | 0.1635 | - |
| 0.2415 | 75100 | 0.2627 | - |
| 0.2418 | 75200 | 0.3195 | - |
| 0.2422 | 75300 | 0.4009 | - |
| 0.2425 | 75400 | 0.2042 | - |
| 0.2428 | 75500 | 0.2612 | - |
| 0.2431 | 75600 | 0.3097 | - |
| 0.2435 | 75700 | 0.096 | - |
| 0.2438 | 75800 | 0.4432 | - |
| 0.2441 | 75900 | 0.2536 | - |
| 0.2444 | 76000 | 0.1663 | - |
| 0.2447 | 76100 | 0.2935 | - |
| 0.2451 | 76200 | 0.2188 | - |
| 0.2454 | 76300 | 0.4213 | - |
| 0.2457 | 76400 | 0.3704 | - |
| 0.2460 | 76500 | 0.157 | - |
| 0.2464 | 76600 | 0.3737 | - |
| 0.2467 | 76700 | 0.2531 | - |
| 0.2470 | 76800 | 0.1743 | - |
| 0.2473 | 76900 | 0.2592 | - |
| 0.2476 | 77000 | 0.3651 | - |
| 0.2480 | 77100 | 0.4249 | - |
| 0.2483 | 77200 | 0.2698 | - |
| 0.2486 | 77300 | 0.3442 | - |
| 0.2489 | 77400 | 0.2453 | - |
| 0.2492 | 77500 | 0.2473 | - |
| 0.2496 | 77600 | 0.3346 | - |
| 0.2499 | 77700 | 0.1881 | - |
| 0.2502 | 77800 | 0.1504 | - |
| 0.2505 | 77900 | 0.2805 | - |
| 0.2509 | 78000 | 0.4867 | - |
| 0.2512 | 78100 | 0.3402 | - |
| 0.2515 | 78200 | 0.1472 | - |
| 0.2518 | 78300 | 0.1909 | - |
| 0.2521 | 78400 | 0.3808 | - |
| 0.2525 | 78500 | 0.2903 | - |
| 0.2528 | 78600 | 0.2707 | - |
| 0.2531 | 78700 | 0.3138 | - |
| 0.2534 | 78800 | 0.2393 | - |
| 0.2537 | 78900 | 0.1849 | - |
| 0.2541 | 79000 | 0.2918 | - |
| 0.2544 | 79100 | 0.2877 | - |
| 0.2547 | 79200 | 0.4532 | - |
| 0.2550 | 79300 | 0.2377 | - |
| 0.2554 | 79400 | 0.082 | - |
| 0.2557 | 79500 | 0.2093 | - |
| 0.2560 | 79600 | 0.0946 | - |
| 0.2563 | 79700 | 0.2482 | - |
| 0.2566 | 79800 | 0.3665 | - |
| 0.2570 | 79900 | 0.3584 | - |
| 0.2573 | 80000 | 0.2052 | - |
| 0.2576 | 80100 | 0.2499 | - |
| 0.2579 | 80200 | 0.4746 | - |
| 0.2583 | 80300 | 0.186 | - |
| 0.2586 | 80400 | 0.2062 | - |
| 0.2589 | 80500 | 0.3442 | - |
| 0.2592 | 80600 | 0.2069 | - |
| 0.2595 | 80700 | 0.1711 | - |
| 0.2599 | 80800 | 0.1727 | - |
| 0.2602 | 80900 | 0.2417 | - |
| 0.2605 | 81000 | 0.0786 | - |
| 0.2608 | 81100 | 0.3851 | - |
| 0.2611 | 81200 | 0.4792 | - |
| 0.2615 | 81300 | 0.1507 | - |
| 0.2618 | 81400 | 0.2423 | - |
| 0.2621 | 81500 | 0.1505 | - |
| 0.2624 | 81600 | 0.167 | - |
| 0.2628 | 81700 | 0.454 | - |
| 0.2631 | 81800 | 0.2612 | - |
| 0.2634 | 81900 | 0.175 | - |
| 0.2637 | 82000 | 0.3928 | - |
| 0.2640 | 82100 | 0.1726 | - |
| 0.2644 | 82200 | 0.1425 | - |
| 0.2647 | 82300 | 0.2755 | - |
| 0.2650 | 82400 | 0.2696 | - |
| 0.2653 | 82500 | 0.2844 | - |
| 0.2656 | 82600 | 0.2184 | - |
| 0.2660 | 82700 | 0.2551 | - |
| 0.2663 | 82800 | 0.2794 | - |
| 0.2666 | 82900 | 0.1613 | - |
| 0.2669 | 83000 | 0.234 | - |
| 0.2673 | 83100 | 0.1641 | - |
| 0.2676 | 83200 | 0.2254 | - |
| 0.2679 | 83300 | 0.3243 | - |
| 0.2682 | 83400 | 0.0955 | - |
| 0.2685 | 83500 | 0.2672 | - |
| 0.2689 | 83600 | 0.3631 | - |
| 0.2692 | 83700 | 0.1963 | - |
| 0.2695 | 83800 | 0.2268 | - |
| 0.2698 | 83900 | 0.3343 | - |
| 0.2702 | 84000 | 0.2069 | - |
| 0.2705 | 84100 | 0.3971 | - |
| 0.2708 | 84200 | 0.5525 | - |
| 0.2711 | 84300 | 0.239 | - |
| 0.2714 | 84400 | 0.2748 | - |
| 0.2718 | 84500 | 0.135 | - |
| 0.2721 | 84600 | 0.1995 | - |
| 0.2724 | 84700 | 0.1618 | - |
| 0.2727 | 84800 | 0.322 | - |
| 0.2730 | 84900 | 0.2736 | - |
| 0.2734 | 85000 | 0.3158 | - |
| 0.2737 | 85100 | 0.2235 | - |
| 0.2740 | 85200 | 0.3494 | - |
| 0.2743 | 85300 | 0.2649 | - |
| 0.2747 | 85400 | 0.2871 | - |
| 0.2750 | 85500 | 0.1919 | - |
| 0.2753 | 85600 | 0.087 | - |
| 0.2756 | 85700 | 0.2012 | - |
| 0.2759 | 85800 | 0.3356 | - |
| 0.2763 | 85900 | 0.2627 | - |
| 0.2766 | 86000 | 0.1684 | - |
| 0.2769 | 86100 | 0.258 | - |
| 0.2772 | 86200 | 0.2329 | - |
| 0.2775 | 86300 | 0.1335 | - |
| 0.2779 | 86400 | 0.1472 | - |
| 0.2782 | 86500 | 0.0872 | - |
| 0.2785 | 86600 | 0.2528 | - |
| 0.2788 | 86700 | 0.3385 | - |
| 0.2792 | 86800 | 0.115 | - |
| 0.2795 | 86900 | 0.1538 | - |
| 0.2798 | 87000 | 0.3082 | - |
| 0.2801 | 87100 | 0.1514 | - |
| 0.2804 | 87200 | 0.155 | - |
| 0.2808 | 87300 | 0.1102 | - |
| 0.2811 | 87400 | 0.142 | - |
| 0.2814 | 87500 | 0.1754 | - |
| 0.2817 | 87600 | 0.3962 | - |
| 0.2820 | 87700 | 0.2696 | - |
| 0.2824 | 87800 | 0.1077 | - |
| 0.2827 | 87900 | 0.2012 | - |
| 0.2830 | 88000 | 0.157 | - |
| 0.2833 | 88100 | 0.2531 | - |
| 0.2837 | 88200 | 0.1457 | - |
| 0.2840 | 88300 | 0.2288 | - |
| 0.2843 | 88400 | 0.0979 | - |
| 0.2846 | 88500 | 0.1223 | - |
| 0.2849 | 88600 | 0.3143 | - |
| 0.2853 | 88700 | 0.2044 | - |
| 0.2856 | 88800 | 0.2347 | - |
| 0.2859 | 88900 | 0.1973 | - |
| 0.2862 | 89000 | 0.1784 | - |
| 0.2866 | 89100 | 0.1757 | - |
| 0.2869 | 89200 | 0.3365 | - |
| 0.2872 | 89300 | 0.2699 | - |
| 0.2875 | 89400 | 0.3431 | - |
| 0.2878 | 89500 | 0.2937 | - |
| 0.2882 | 89600 | 0.1206 | - |
| 0.2885 | 89700 | 0.1682 | - |
| 0.2888 | 89800 | 0.1534 | - |
| 0.2891 | 89900 | 0.1599 | - |
| 0.2894 | 90000 | 0.2667 | - |
| 0.2898 | 90100 | 0.1979 | - |
| 0.2901 | 90200 | 0.1788 | - |
| 0.2904 | 90300 | 0.2275 | - |
| 0.2907 | 90400 | 0.3075 | - |
| 0.2911 | 90500 | 0.3121 | - |
| 0.2914 | 90600 | 0.164 | - |
| 0.2917 | 90700 | 0.4659 | - |
| 0.2920 | 90800 | 0.0901 | - |
| 0.2923 | 90900 | 0.1196 | - |
| 0.2927 | 91000 | 0.2547 | - |
| 0.2930 | 91100 | 0.2722 | - |
| 0.2933 | 91200 | 0.1999 | - |
| 0.2936 | 91300 | 0.3867 | - |
| 0.2939 | 91400 | 0.2727 | - |
| 0.2943 | 91500 | 0.3116 | - |
| 0.2946 | 91600 | 0.2192 | - |
| 0.2949 | 91700 | 0.1564 | - |
| 0.2952 | 91800 | 0.1128 | - |
| 0.2956 | 91900 | 0.2297 | - |
| 0.2959 | 92000 | 0.2823 | - |
| 0.2962 | 92100 | 0.2206 | - |
| 0.2965 | 92200 | 0.3208 | - |
| 0.2968 | 92300 | 0.1951 | - |
| 0.2972 | 92400 | 0.1543 | - |
| 0.2975 | 92500 | 0.0789 | - |
| 0.2978 | 92600 | 0.113 | - |
| 0.2981 | 92700 | 0.2105 | - |
| 0.2985 | 92800 | 0.2749 | - |
| 0.2988 | 92900 | 0.4028 | - |
| 0.2991 | 93000 | 0.2728 | - |
| 0.2994 | 93100 | 0.2745 | - |
| 0.2997 | 93200 | 0.2557 | - |
| 0.3001 | 93300 | 0.0974 | - |
| 0.3004 | 93400 | 0.1749 | - |
| 0.3007 | 93500 | 0.0847 | - |
| 0.3010 | 93600 | 0.1551 | - |
| 0.3013 | 93700 | 0.2722 | - |
| 0.3017 | 93800 | 0.2611 | - |
| 0.3020 | 93900 | 0.1281 | - |
| 0.3023 | 94000 | 0.1622 | - |
| 0.3026 | 94100 | 0.2844 | - |
| 0.3030 | 94200 | 0.2061 | - |
| 0.3033 | 94300 | 0.1736 | - |
| 0.3036 | 94400 | 0.2336 | - |
| 0.3039 | 94500 | 0.5298 | - |
| 0.3042 | 94600 | 0.1526 | - |
| 0.3046 | 94700 | 0.2287 | - |
| 0.3049 | 94800 | 0.2195 | - |
| 0.3052 | 94900 | 0.1305 | - |
| 0.3055 | 95000 | 0.2615 | - |
| 0.3058 | 95100 | 0.1257 | - |
| 0.3062 | 95200 | 0.5358 | - |
| 0.3065 | 95300 | 0.109 | - |
| 0.3068 | 95400 | 0.1375 | - |
| 0.3071 | 95500 | 0.1063 | - |
| 0.3075 | 95600 | 0.4206 | - |
| 0.3078 | 95700 | 0.1528 | - |
| 0.3081 | 95800 | 0.1688 | - |
| 0.3084 | 95900 | 0.1788 | - |
| 0.3087 | 96000 | 0.1548 | - |
| 0.3091 | 96100 | 0.1746 | - |
| 0.3094 | 96200 | 0.1512 | - |
| 0.3097 | 96300 | 0.3943 | - |
| 0.3100 | 96400 | 0.3498 | - |
| 0.3104 | 96500 | 0.1756 | - |
| 0.3107 | 96600 | 0.2661 | - |
| 0.3110 | 96700 | 0.2095 | - |
| 0.3113 | 96800 | 0.1583 | - |
| 0.3116 | 96900 | 0.0721 | - |
| 0.3120 | 97000 | 0.1183 | - |
| 0.3123 | 97100 | 0.2004 | - |
| 0.3126 | 97200 | 0.2471 | - |
| 0.3129 | 97300 | 0.3454 | - |
| 0.3132 | 97400 | 0.1924 | - |
| 0.3136 | 97500 | 0.1938 | - |
| 0.3139 | 97600 | 0.2157 | - |
| 0.3142 | 97700 | 0.0779 | - |
| 0.3145 | 97800 | 0.2216 | - |
| 0.3149 | 97900 | 0.108 | - |
| 0.3152 | 98000 | 0.1096 | - |
| 0.3155 | 98100 | 0.2332 | - |
| 0.3158 | 98200 | 0.2324 | - |
| 0.3161 | 98300 | 0.1062 | - |
| 0.3165 | 98400 | 0.2829 | - |
| 0.3168 | 98500 | 0.2662 | - |
| 0.3171 | 98600 | 0.16 | - |
| 0.3174 | 98700 | 0.3028 | - |
| 0.3177 | 98800 | 0.2369 | - |
| 0.3181 | 98900 | 0.1024 | - |
| 0.3184 | 99000 | 0.1176 | - |
| 0.3187 | 99100 | 0.255 | - |
| 0.3190 | 99200 | 0.0918 | - |
| 0.3194 | 99300 | 0.2206 | - |
| 0.3197 | 99400 | 0.1842 | - |
| 0.3200 | 99500 | 0.2937 | - |
| 0.3203 | 99600 | 0.1275 | - |
| 0.3206 | 99700 | 0.244 | - |
| 0.3210 | 99800 | 0.1399 | - |
| 0.3213 | 99900 | 0.1864 | - |
| 0.3216 | 100000 | 0.1982 | - |
| 0.3219 | 100100 | 0.2387 | - |
| 0.3223 | 100200 | 0.0774 | - |
| 0.3226 | 100300 | 0.1378 | - |
| 0.3229 | 100400 | 0.1098 | - |
| 0.3232 | 100500 | 0.1843 | - |
| 0.3235 | 100600 | 0.2434 | - |
| 0.3239 | 100700 | 0.1642 | - |
| 0.3242 | 100800 | 0.2206 | - |
| 0.3245 | 100900 | 0.3063 | - |
| 0.3248 | 101000 | 0.1729 | - |
| 0.3251 | 101100 | 0.0887 | - |
| 0.3255 | 101200 | 0.24 | - |
| 0.3258 | 101300 | 0.2441 | - |
| 0.3261 | 101400 | 0.1682 | - |
| 0.3264 | 101500 | 0.5595 | - |
| 0.3268 | 101600 | 0.0894 | - |
| 0.3271 | 101700 | 0.2912 | - |
| 0.3274 | 101800 | 0.1734 | - |
| 0.3277 | 101900 | 0.1221 | - |
| 0.3280 | 102000 | 0.1937 | - |
| 0.3284 | 102100 | 0.1768 | - |
| 0.3287 | 102200 | 0.1304 | - |
| 0.3290 | 102300 | 0.1105 | - |
| 0.3293 | 102400 | 0.1397 | - |
| 0.3296 | 102500 | 0.2676 | - |
| 0.3300 | 102600 | 0.0668 | - |
| 0.3303 | 102700 | 0.2284 | - |
| 0.3306 | 102800 | 0.2479 | - |
| 0.3309 | 102900 | 0.3789 | - |
| 0.3313 | 103000 | 0.2465 | - |
| 0.3316 | 103100 | 0.4333 | - |
| 0.3319 | 103200 | 0.091 | - |
| 0.3322 | 103300 | 0.1057 | - |
| 0.3325 | 103400 | 0.2245 | - |
| 0.3329 | 103500 | 0.1419 | - |
| 0.3332 | 103600 | 0.2077 | - |
| 0.3335 | 103700 | 0.1979 | - |
| 0.3338 | 103800 | 0.231 | - |
| 0.3342 | 103900 | 0.1637 | - |
| 0.3345 | 104000 | 0.3296 | - |
| 0.3348 | 104100 | 0.2671 | - |
| 0.3351 | 104200 | 0.0721 | - |
| 0.3354 | 104300 | 0.4072 | - |
| 0.3358 | 104400 | 0.1564 | - |
| 0.3361 | 104500 | 0.1896 | - |
| 0.3364 | 104600 | 0.1916 | - |
| 0.3367 | 104700 | 0.1784 | - |
| 0.3370 | 104800 | 0.1742 | - |
| 0.3374 | 104900 | 0.2248 | - |
| 0.3377 | 105000 | 0.2487 | - |
| 0.3380 | 105100 | 0.147 | - |
| 0.3383 | 105200 | 0.2675 | - |
| 0.3387 | 105300 | 0.2056 | - |
| 0.3390 | 105400 | 0.1641 | - |
| 0.3393 | 105500 | 0.1097 | - |
| 0.3396 | 105600 | 0.0709 | - |
| 0.3399 | 105700 | 0.3029 | - |
| 0.3403 | 105800 | 0.0618 | - |
| 0.3406 | 105900 | 0.1296 | - |
| 0.3409 | 106000 | 0.3876 | - |
| 0.3412 | 106100 | 0.2464 | - |
| 0.3415 | 106200 | 0.2227 | - |
| 0.3419 | 106300 | 0.3366 | - |
| 0.3422 | 106400 | 0.2334 | - |
| 0.3425 | 106500 | 0.2754 | - |
| 0.3428 | 106600 | 0.2536 | - |
| 0.3432 | 106700 | 0.1246 | - |
| 0.3435 | 106800 | 0.2719 | - |
| 0.3438 | 106900 | 0.1082 | - |
| 0.3441 | 107000 | 0.1756 | - |
| 0.3444 | 107100 | 0.1638 | - |
| 0.3448 | 107200 | 0.1485 | - |
| 0.3451 | 107300 | 0.2233 | - |
| 0.3454 | 107400 | 0.2401 | - |
| 0.3457 | 107500 | 0.1847 | - |
| 0.3460 | 107600 | 0.1063 | - |
| 0.3464 | 107700 | 0.2414 | - |
| 0.3467 | 107800 | 0.0865 | - |
| 0.3470 | 107900 | 0.0969 | - |
| 0.3473 | 108000 | 0.2299 | - |
| 0.3477 | 108100 | 0.278 | - |
| 0.3480 | 108200 | 0.2328 | - |
| 0.3483 | 108300 | 0.0693 | - |
| 0.3486 | 108400 | 0.2151 | - |
| 0.3489 | 108500 | 0.058 | - |
| 0.3493 | 108600 | 0.1377 | - |
| 0.3496 | 108700 | 0.2113 | - |
| 0.3499 | 108800 | 0.236 | - |
| 0.3502 | 108900 | 0.2976 | - |
| 0.3506 | 109000 | 0.2986 | - |
| 0.3509 | 109100 | 0.0559 | - |
| 0.3512 | 109200 | 0.0824 | - |
| 0.3515 | 109300 | 0.2943 | - |
| 0.3518 | 109400 | 0.1092 | - |
| 0.3522 | 109500 | 0.1183 | - |
| 0.3525 | 109600 | 0.161 | - |
| 0.3528 | 109700 | 0.1047 | - |
| 0.3531 | 109800 | 0.1783 | - |
| 0.3534 | 109900 | 0.0935 | - |
| 0.3538 | 110000 | 0.2378 | - |
| 0.3541 | 110100 | 0.3678 | - |
| 0.3544 | 110200 | 0.1541 | - |
| 0.3547 | 110300 | 0.2976 | - |
| 0.3551 | 110400 | 0.2692 | - |
| 0.3554 | 110500 | 0.308 | - |
| 0.3557 | 110600 | 0.1107 | - |
| 0.3560 | 110700 | 0.1802 | - |
| 0.3563 | 110800 | 0.149 | - |
| 0.3567 | 110900 | 0.1646 | - |
| 0.3570 | 111000 | 0.3657 | - |
| 0.3573 | 111100 | 0.0985 | - |
| 0.3576 | 111200 | 0.1763 | - |
| 0.3579 | 111300 | 0.2156 | - |
| 0.3583 | 111400 | 0.0986 | - |
| 0.3586 | 111500 | 0.1141 | - |
| 0.3589 | 111600 | 0.3834 | - |
| 0.3592 | 111700 | 0.3748 | - |
| 0.3596 | 111800 | 0.2573 | - |
| 0.3599 | 111900 | 0.1192 | - |
| 0.3602 | 112000 | 0.1619 | - |
| 0.3605 | 112100 | 0.0768 | - |
| 0.3608 | 112200 | 0.1057 | - |
| 0.3612 | 112300 | 0.0658 | - |
| 0.3615 | 112400 | 0.2097 | - |
| 0.3618 | 112500 | 0.1507 | - |
| 0.3621 | 112600 | 0.206 | - |
| 0.3625 | 112700 | 0.1682 | - |
| 0.3628 | 112800 | 0.1053 | - |
| 0.3631 | 112900 | 0.13 | - |
| 0.3634 | 113000 | 0.1399 | - |
| 0.3637 | 113100 | 0.1459 | - |
| 0.3641 | 113200 | 0.0308 | - |
| 0.3644 | 113300 | 0.067 | - |
| 0.3647 | 113400 | 0.1742 | - |
| 0.3650 | 113500 | 0.1398 | - |
| 0.3653 | 113600 | 0.1929 | - |
| 0.3657 | 113700 | 0.0875 | - |
| 0.3660 | 113800 | 0.0791 | - |
| 0.3663 | 113900 | 0.2336 | - |
| 0.3666 | 114000 | 0.1132 | - |
| 0.3670 | 114100 | 0.2429 | - |
| 0.3673 | 114200 | 0.2302 | - |
| 0.3676 | 114300 | 0.1454 | - |
| 0.3679 | 114400 | 0.356 | - |
| 0.3682 | 114500 | 0.135 | - |
| 0.3686 | 114600 | 0.0997 | - |
| 0.3689 | 114700 | 0.1258 | - |
| 0.3692 | 114800 | 0.1391 | - |
| 0.3695 | 114900 | 0.1193 | - |
| 0.3698 | 115000 | 0.143 | - |
| 0.3702 | 115100 | 0.0573 | - |
| 0.3705 | 115200 | 0.2358 | - |
| 0.3708 | 115300 | 0.1149 | - |
| 0.3711 | 115400 | 0.1306 | - |
| 0.3715 | 115500 | 0.3068 | - |
| 0.3718 | 115600 | 0.1346 | - |
| 0.3721 | 115700 | 0.3315 | - |
| 0.3724 | 115800 | 0.1033 | - |
| 0.3727 | 115900 | 0.2116 | - |
| 0.3731 | 116000 | 0.2214 | - |
| 0.3734 | 116100 | 0.3136 | - |
| 0.3737 | 116200 | 0.091 | - |
| 0.3740 | 116300 | 0.2633 | - |
| 0.3744 | 116400 | 0.1457 | - |
| 0.3747 | 116500 | 0.199 | - |
| 0.3750 | 116600 | 0.2122 | - |
| 0.3753 | 116700 | 0.1589 | - |
| 0.3756 | 116800 | 0.139 | - |
| 0.3760 | 116900 | 0.1178 | - |
| 0.3763 | 117000 | 0.1434 | - |
| 0.3766 | 117100 | 0.1396 | - |
| 0.3769 | 117200 | 0.1282 | - |
| 0.3772 | 117300 | 0.1501 | - |
| 0.3776 | 117400 | 0.163 | - |
| 0.3779 | 117500 | 0.1338 | - |
| 0.3782 | 117600 | 0.1296 | - |
| 0.3785 | 117700 | 0.2423 | - |
| 0.3789 | 117800 | 0.4606 | - |
| 0.3792 | 117900 | 0.1264 | - |
| 0.3795 | 118000 | 0.0527 | - |
| 0.3798 | 118100 | 0.1394 | - |
| 0.3801 | 118200 | 0.0821 | - |
| 0.3805 | 118300 | 0.1356 | - |
| 0.3808 | 118400 | 0.1649 | - |
| 0.3811 | 118500 | 0.0928 | - |
| 0.3814 | 118600 | 0.2864 | - |
| 0.3817 | 118700 | 0.1634 | - |
| 0.3821 | 118800 | 0.1687 | - |
| 0.3824 | 118900 | 0.1384 | - |
| 0.3827 | 119000 | 0.1421 | - |
| 0.3830 | 119100 | 0.1456 | - |
| 0.3834 | 119200 | 0.1484 | - |
| 0.3837 | 119300 | 0.0695 | - |
| 0.3840 | 119400 | 0.1883 | - |
| 0.3843 | 119500 | 0.1001 | - |
| 0.3846 | 119600 | 0.2551 | - |
| 0.3850 | 119700 | 0.123 | - |
| 0.3853 | 119800 | 0.0467 | - |
| 0.3856 | 119900 | 0.1674 | - |
| 0.3859 | 120000 | 0.2508 | - |
| 0.3863 | 120100 | 0.4343 | - |
| 0.3866 | 120200 | 0.1534 | - |
| 0.3869 | 120300 | 0.336 | - |
| 0.3872 | 120400 | 0.1707 | - |
| 0.3875 | 120500 | 0.1694 | - |
| 0.3879 | 120600 | 0.4233 | - |
| 0.3882 | 120700 | 0.0737 | - |
| 0.3885 | 120800 | 0.0659 | - |
| 0.3888 | 120900 | 0.0944 | - |
| 0.3891 | 121000 | 0.1118 | - |
| 0.3895 | 121100 | 0.1417 | - |
| 0.3898 | 121200 | 0.1335 | - |
| 0.3901 | 121300 | 0.148 | - |
| 0.3904 | 121400 | 0.1091 | - |
| 0.3908 | 121500 | 0.08 | - |
| 0.3911 | 121600 | 0.1148 | - |
| 0.3914 | 121700 | 0.1866 | - |
| 0.3917 | 121800 | 0.1496 | - |
| 0.3920 | 121900 | 0.1751 | - |
| 0.3924 | 122000 | 0.1513 | - |
| 0.3927 | 122100 | 0.2092 | - |
| 0.3930 | 122200 | 0.1683 | - |
| 0.3933 | 122300 | 0.0922 | - |
| 0.3936 | 122400 | 0.2158 | - |
| 0.3940 | 122500 | 0.3303 | - |
| 0.3943 | 122600 | 0.341 | - |
| 0.3946 | 122700 | 0.1409 | - |
| 0.3949 | 122800 | 0.2469 | - |
| 0.3953 | 122900 | 0.3433 | - |
| 0.3956 | 123000 | 0.066 | - |
| 0.3959 | 123100 | 0.2762 | - |
| 0.3962 | 123200 | 0.382 | - |
| 0.3965 | 123300 | 0.1508 | - |
| 0.3969 | 123400 | 0.1559 | - |
| 0.3972 | 123500 | 0.2435 | - |
| 0.3975 | 123600 | 0.1626 | - |
| 0.3978 | 123700 | 0.0851 | - |
| 0.3982 | 123800 | 0.1678 | - |
| 0.3985 | 123900 | 0.2756 | - |
| 0.3988 | 124000 | 0.1036 | - |
| 0.3991 | 124100 | 0.2128 | - |
| 0.3994 | 124200 | 0.1714 | - |
| 0.3998 | 124300 | 0.1212 | - |
| 0.4001 | 124400 | 0.1205 | - |
| 0.4004 | 124500 | 0.3195 | - |
| 0.4007 | 124600 | 0.1349 | - |
| 0.4010 | 124700 | 0.1449 | - |
| 0.4014 | 124800 | 0.198 | - |
| 0.4017 | 124900 | 0.1653 | - |
| 0.4020 | 125000 | 0.0814 | - |
| 0.4023 | 125100 | 0.1601 | - |
| 0.4027 | 125200 | 0.1058 | - |
| 0.4030 | 125300 | 0.0813 | - |
| 0.4033 | 125400 | 0.1519 | - |
| 0.4036 | 125500 | 0.0705 | - |
| 0.4039 | 125600 | 0.3572 | - |
| 0.4043 | 125700 | 0.1975 | - |
| 0.4046 | 125800 | 0.1226 | - |
| 0.4049 | 125900 | 0.055 | - |
| 0.4052 | 126000 | 0.1588 | - |
| 0.4055 | 126100 | 0.3738 | - |
| 0.4059 | 126200 | 0.2507 | - |
| 0.4062 | 126300 | 0.1941 | - |
| 0.4065 | 126400 | 0.1136 | - |
| 0.4068 | 126500 | 0.1847 | - |
| 0.4072 | 126600 | 0.0994 | - |
| 0.4075 | 126700 | 0.0812 | - |
| 0.4078 | 126800 | 0.1915 | - |
| 0.4081 | 126900 | 0.0751 | - |
| 0.4084 | 127000 | 0.037 | - |
| 0.4088 | 127100 | 0.1807 | - |
| 0.4091 | 127200 | 0.1191 | - |
| 0.4094 | 127300 | 0.3279 | - |
| 0.4097 | 127400 | 0.3935 | - |
| 0.4100 | 127500 | 0.1104 | - |
| 0.4104 | 127600 | 0.2558 | - |
| 0.4107 | 127700 | 0.2219 | - |
| 0.4110 | 127800 | 0.1031 | - |
| 0.4113 | 127900 | 0.1586 | - |
| 0.4117 | 128000 | 0.1405 | - |
| 0.4120 | 128100 | 0.1548 | - |
| 0.4123 | 128200 | 0.1372 | - |
| 0.4126 | 128300 | 0.0956 | - |
| 0.4129 | 128400 | 0.0482 | - |
| 0.4133 | 128500 | 0.1225 | - |
| 0.4136 | 128600 | 0.356 | - |
| 0.4139 | 128700 | 0.1167 | - |
| 0.4142 | 128800 | 0.1451 | - |
| 0.4146 | 128900 | 0.1876 | - |
| 0.4149 | 129000 | 0.2499 | - |
| 0.4152 | 129100 | 0.3584 | - |
| 0.4155 | 129200 | 0.1818 | - |
| 0.4158 | 129300 | 0.1297 | - |
| 0.4162 | 129400 | 0.1566 | - |
| 0.4165 | 129500 | 0.0595 | - |
| 0.4168 | 129600 | 0.0581 | - |
| 0.4171 | 129700 | 0.1342 | - |
| 0.4174 | 129800 | 0.1799 | - |
| 0.4178 | 129900 | 0.1877 | - |
| 0.4181 | 130000 | 0.2149 | - |
| 0.4184 | 130100 | 0.1966 | - |
| 0.4187 | 130200 | 0.1038 | - |
| 0.4191 | 130300 | 0.1042 | - |
| 0.4194 | 130400 | 0.0458 | - |
| 0.4197 | 130500 | 0.145 | - |
| 0.4200 | 130600 | 0.047 | - |
| 0.4203 | 130700 | 0.3392 | - |
| 0.4207 | 130800 | 0.1006 | - |
| 0.4210 | 130900 | 0.0763 | - |
| 0.4213 | 131000 | 0.0827 | - |
| 0.4216 | 131100 | 0.0687 | - |
| 0.4219 | 131200 | 0.2207 | - |
| 0.4223 | 131300 | 0.1547 | - |
| 0.4226 | 131400 | 0.186 | - |
| 0.4229 | 131500 | 0.0782 | - |
| 0.4232 | 131600 | 0.1199 | - |
| 0.4236 | 131700 | 0.1745 | - |
| 0.4239 | 131800 | 0.0833 | - |
| 0.4242 | 131900 | 0.106 | - |
| 0.4245 | 132000 | 0.1089 | - |
| 0.4248 | 132100 | 0.132 | - |
| 0.4252 | 132200 | 0.443 | - |
| 0.4255 | 132300 | 0.0691 | - |
| 0.4258 | 132400 | 0.0804 | - |
| 0.4261 | 132500 | 0.119 | - |
| 0.4265 | 132600 | 0.0499 | - |
| 0.4268 | 132700 | 0.1019 | - |
| 0.4271 | 132800 | 0.0733 | - |
| 0.4274 | 132900 | 0.0488 | - |
| 0.4277 | 133000 | 0.0988 | - |
| 0.4281 | 133100 | 0.166 | - |
| 0.4284 | 133200 | 0.0832 | - |
| 0.4287 | 133300 | 0.295 | - |
| 0.4290 | 133400 | 0.1564 | - |
| 0.4293 | 133500 | 0.0866 | - |
| 0.4297 | 133600 | 0.3512 | - |
| 0.4300 | 133700 | 0.1017 | - |
| 0.4303 | 133800 | 0.1138 | - |
| 0.4306 | 133900 | 0.3819 | - |
| 0.4310 | 134000 | 0.3484 | - |
| 0.4313 | 134100 | 0.2066 | - |
| 0.4316 | 134200 | 0.0781 | - |
| 0.4319 | 134300 | 0.1138 | - |
| 0.4322 | 134400 | 0.0845 | - |
| 0.4326 | 134500 | 0.094 | - |
| 0.4329 | 134600 | 0.1004 | - |
| 0.4332 | 134700 | 0.1797 | - |
| 0.4335 | 134800 | 0.1654 | - |
| 0.4338 | 134900 | 0.0432 | - |
| 0.4342 | 135000 | 0.0963 | - |
| 0.4345 | 135100 | 0.1798 | - |
| 0.4348 | 135200 | 0.1345 | - |
| 0.4351 | 135300 | 0.1475 | - |
| 0.4355 | 135400 | 0.0874 | - |
| 0.4358 | 135500 | 0.0764 | - |
| 0.4361 | 135600 | 0.104 | - |
| 0.4364 | 135700 | 0.0727 | - |
| 0.4367 | 135800 | 0.1639 | - |
| 0.4371 | 135900 | 0.1121 | - |
| 0.4374 | 136000 | 0.2316 | - |
| 0.4377 | 136100 | 0.2313 | - |
| 0.4380 | 136200 | 0.2325 | - |
| 0.4384 | 136300 | 0.0713 | - |
| 0.4387 | 136400 | 0.1463 | - |
| 0.4390 | 136500 | 0.1388 | - |
| 0.4393 | 136600 | 0.0902 | - |
| 0.4396 | 136700 | 0.0765 | - |
| 0.4400 | 136800 | 0.0522 | - |
| 0.4403 | 136900 | 0.1722 | - |
| 0.4406 | 137000 | 0.1427 | - |
| 0.4409 | 137100 | 0.2099 | - |
| 0.4412 | 137200 | 0.1992 | - |
| 0.4416 | 137300 | 0.2348 | - |
| 0.4419 | 137400 | 0.1315 | - |
| 0.4422 | 137500 | 0.2026 | - |
| 0.4425 | 137600 | 0.139 | - |
| 0.4429 | 137700 | 0.1335 | - |
| 0.4432 | 137800 | 0.1109 | - |
| 0.4435 | 137900 | 0.1608 | - |
| 0.4438 | 138000 | 0.0563 | - |
| 0.4441 | 138100 | 0.0918 | - |
| 0.4445 | 138200 | 0.2198 | - |
| 0.4448 | 138300 | 0.1026 | - |
| 0.4451 | 138400 | 0.1965 | - |
| 0.4454 | 138500 | 0.0574 | - |
| 0.4457 | 138600 | 0.2588 | - |
| 0.4461 | 138700 | 0.1825 | - |
| 0.4464 | 138800 | 0.0588 | - |
| 0.4467 | 138900 | 0.1615 | - |
| 0.4470 | 139000 | 0.1733 | - |
| 0.4474 | 139100 | 0.2626 | - |
| 0.4477 | 139200 | 0.1074 | - |
| 0.4480 | 139300 | 0.0559 | - |
| 0.4483 | 139400 | 0.0591 | - |
| 0.4486 | 139500 | 0.0688 | - |
| 0.4490 | 139600 | 0.1293 | - |
| 0.4493 | 139700 | 0.2169 | - |
| 0.4496 | 139800 | 0.2155 | - |
| 0.4499 | 139900 | 0.0802 | - |
| 0.4503 | 140000 | 0.0747 | - |
| 0.4506 | 140100 | 0.1009 | - |
| 0.4509 | 140200 | 0.0905 | - |
| 0.4512 | 140300 | 0.1354 | - |
| 0.4515 | 140400 | 0.2073 | - |
| 0.4519 | 140500 | 0.1293 | - |
| 0.4522 | 140600 | 0.1107 | - |
| 0.4525 | 140700 | 0.1436 | - |
| 0.4528 | 140800 | 0.0805 | - |
| 0.4531 | 140900 | 0.3142 | - |
| 0.4535 | 141000 | 0.1554 | - |
| 0.4538 | 141100 | 0.262 | - |
| 0.4541 | 141200 | 0.0791 | - |
| 0.4544 | 141300 | 0.2349 | - |
| 0.4548 | 141400 | 0.0828 | - |
| 0.4551 | 141500 | 0.1204 | - |
| 0.4554 | 141600 | 0.1093 | - |
| 0.4557 | 141700 | 0.1079 | - |
| 0.4560 | 141800 | 0.1067 | - |
| 0.4564 | 141900 | 0.1601 | - |
| 0.4567 | 142000 | 0.1493 | - |
| 0.4570 | 142100 | 0.0695 | - |
| 0.4573 | 142200 | 0.2199 | - |
| 0.4576 | 142300 | 0.1237 | - |
| 0.4580 | 142400 | 0.1099 | - |
| 0.4583 | 142500 | 0.286 | - |
| 0.4586 | 142600 | 0.1497 | - |
| 0.4589 | 142700 | 0.1365 | - |
| 0.4593 | 142800 | 0.0692 | - |
| 0.4596 | 142900 | 0.0801 | - |
| 0.4599 | 143000 | 0.2737 | - |
| 0.4602 | 143100 | 0.1003 | - |
| 0.4605 | 143200 | 0.1548 | - |
| 0.4609 | 143300 | 0.1985 | - |
| 0.4612 | 143400 | 0.0234 | - |
| 0.4615 | 143500 | 0.3407 | - |
| 0.4618 | 143600 | 0.0664 | - |
| 0.4622 | 143700 | 0.0865 | - |
| 0.4625 | 143800 | 0.217 | - |
| 0.4628 | 143900 | 0.1843 | - |
| 0.4631 | 144000 | 0.1623 | - |
| 0.4634 | 144100 | 0.1225 | - |
| 0.4638 | 144200 | 0.2083 | - |
| 0.4641 | 144300 | 0.1574 | - |
| 0.4644 | 144400 | 0.1018 | - |
| 0.4647 | 144500 | 0.3063 | - |
| 0.4650 | 144600 | 0.1375 | - |
| 0.4654 | 144700 | 0.1027 | - |
| 0.4657 | 144800 | 0.0609 | - |
| 0.4660 | 144900 | 0.1774 | - |
| 0.4663 | 145000 | 0.0812 | - |
| 0.4667 | 145100 | 0.312 | - |
| 0.4670 | 145200 | 0.0782 | - |
| 0.4673 | 145300 | 0.336 | - |
| 0.4676 | 145400 | 0.2559 | - |
| 0.4679 | 145500 | 0.1492 | - |
| 0.4683 | 145600 | 0.0947 | - |
| 0.4686 | 145700 | 0.0994 | - |
| 0.4689 | 145800 | 0.0306 | - |
| 0.4692 | 145900 | 0.2853 | - |
| 0.4695 | 146000 | 0.0849 | - |
| 0.4699 | 146100 | 0.1841 | - |
| 0.4702 | 146200 | 0.215 | - |
| 0.4705 | 146300 | 0.1456 | - |
| 0.4708 | 146400 | 0.0631 | - |
| 0.4712 | 146500 | 0.131 | - |
| 0.4715 | 146600 | 0.0639 | - |
| 0.4718 | 146700 | 0.1368 | - |
| 0.4721 | 146800 | 0.1931 | - |
| 0.4724 | 146900 | 0.1015 | - |
| 0.4728 | 147000 | 0.039 | - |
| 0.4731 | 147100 | 0.2729 | - |
| 0.4734 | 147200 | 0.0461 | - |
| 0.4737 | 147300 | 0.1063 | - |
| 0.4740 | 147400 | 0.2512 | - |
| 0.4744 | 147500 | 0.1926 | - |
| 0.4747 | 147600 | 0.1416 | - |
| 0.4750 | 147700 | 0.0547 | - |
| 0.4753 | 147800 | 0.0596 | - |
| 0.4757 | 147900 | 0.2111 | - |
| 0.4760 | 148000 | 0.1133 | - |
| 0.4763 | 148100 | 0.2773 | - |
| 0.4766 | 148200 | 0.0821 | - |
| 0.4769 | 148300 | 0.0892 | - |
| 0.4773 | 148400 | 0.0797 | - |
| 0.4776 | 148500 | 0.2091 | - |
| 0.4779 | 148600 | 0.1102 | - |
| 0.4782 | 148700 | 0.3814 | - |
| 0.4786 | 148800 | 0.0938 | - |
| 0.4789 | 148900 | 0.0715 | - |
| 0.4792 | 149000 | 0.1301 | - |
| 0.4795 | 149100 | 0.2494 | - |
| 0.4798 | 149200 | 0.1636 | - |
| 0.4802 | 149300 | 0.0772 | - |
| 0.4805 | 149400 | 0.1254 | - |
| 0.4808 | 149500 | 0.1972 | - |
| 0.4811 | 149600 | 0.063 | - |
| 0.4814 | 149700 | 0.1229 | - |
| 0.4818 | 149800 | 0.1429 | - |
| 0.4821 | 149900 | 0.1213 | - |
| 0.4824 | 150000 | 0.1107 | - |
| 0.4827 | 150100 | 0.2762 | - |
| 0.4831 | 150200 | 0.2451 | - |
| 0.4834 | 150300 | 0.0669 | - |
| 0.4837 | 150400 | 0.0488 | - |
| 0.4840 | 150500 | 0.2189 | - |
| 0.4843 | 150600 | 0.0959 | - |
| 0.4847 | 150700 | 0.216 | - |
| 0.4850 | 150800 | 0.0584 | - |
| 0.4853 | 150900 | 0.1659 | - |
| 0.4856 | 151000 | 0.0859 | - |
| 0.4859 | 151100 | 0.0784 | - |
| 0.4863 | 151200 | 0.1503 | - |
| 0.4866 | 151300 | 0.2598 | - |
| 0.4869 | 151400 | 0.1773 | - |
| 0.4872 | 151500 | 0.1184 | - |
| 0.4876 | 151600 | 0.231 | - |
| 0.4879 | 151700 | 0.1936 | - |
| 0.4882 | 151800 | 0.3935 | - |
| 0.4885 | 151900 | 0.2068 | - |
| 0.4888 | 152000 | 0.0937 | - |
| 0.4892 | 152100 | 0.1407 | - |
| 0.4895 | 152200 | 0.1994 | - |
| 0.4898 | 152300 | 0.0738 | - |
| 0.4901 | 152400 | 0.1765 | - |
| 0.4905 | 152500 | 0.0596 | - |
| 0.4908 | 152600 | 0.042 | - |
| 0.4911 | 152700 | 0.2541 | - |
| 0.4914 | 152800 | 0.1562 | - |
| 0.4917 | 152900 | 0.2507 | - |
| 0.4921 | 153000 | 0.1723 | - |
| 0.4924 | 153100 | 0.0342 | - |
| 0.4927 | 153200 | 0.069 | - |
| 0.4930 | 153300 | 0.1736 | - |
| 0.4933 | 153400 | 0.1157 | - |
| 0.4937 | 153500 | 0.1486 | - |
| 0.4940 | 153600 | 0.046 | - |
| 0.4943 | 153700 | 0.0902 | - |
| 0.4946 | 153800 | 0.2977 | - |
| 0.4950 | 153900 | 0.3409 | - |
| 0.4953 | 154000 | 0.0646 | - |
| 0.4956 | 154100 | 0.1087 | - |
| 0.4959 | 154200 | 0.0854 | - |
| 0.4962 | 154300 | 0.0962 | - |
| 0.4966 | 154400 | 0.0573 | - |
| 0.4969 | 154500 | 0.0661 | - |
| 0.4972 | 154600 | 0.1032 | - |
| 0.4975 | 154700 | 0.0639 | - |
| 0.4978 | 154800 | 0.1427 | - |
| 0.4982 | 154900 | 0.0985 | - |
| 0.4985 | 155000 | 0.019 | - |
| 0.4988 | 155100 | 0.0664 | - |
| 0.4991 | 155200 | 0.0671 | - |
| 0.4995 | 155300 | 0.1446 | - |
| 0.4998 | 155400 | 0.0628 | - |
| 0.5001 | 155500 | 0.1146 | - |
| 0.5004 | 155600 | 0.1205 | - |
| 0.5007 | 155700 | 0.174 | - |
| 0.5011 | 155800 | 0.0689 | - |
| 0.5014 | 155900 | 0.1202 | - |
| 0.5017 | 156000 | 0.0459 | - |
| 0.5020 | 156100 | 0.0389 | - |
| 0.5024 | 156200 | 0.1436 | - |
| 0.5027 | 156300 | 0.4076 | - |
| 0.5030 | 156400 | 0.0694 | - |
| 0.5033 | 156500 | 0.1436 | - |
| 0.5036 | 156600 | 0.1903 | - |
| 0.5040 | 156700 | 0.1188 | - |
| 0.5043 | 156800 | 0.1355 | - |
| 0.5046 | 156900 | 0.1024 | - |
| 0.5049 | 157000 | 0.075 | - |
| 0.5052 | 157100 | 0.1846 | - |
| 0.5056 | 157200 | 0.2558 | - |
| 0.5059 | 157300 | 0.242 | - |
| 0.5062 | 157400 | 0.1295 | - |
| 0.5065 | 157500 | 0.1782 | - |
| 0.5069 | 157600 | 0.0893 | - |
| 0.5072 | 157700 | 0.0542 | - |
| 0.5075 | 157800 | 0.0834 | - |
| 0.5078 | 157900 | 0.1244 | - |
| 0.5081 | 158000 | 0.0813 | - |
| 0.5085 | 158100 | 0.0642 | - |
| 0.5088 | 158200 | 0.0501 | - |
| 0.5091 | 158300 | 0.1758 | - |
| 0.5094 | 158400 | 0.0752 | - |
| 0.5097 | 158500 | 0.0462 | - |
| 0.5101 | 158600 | 0.0471 | - |
| 0.5104 | 158700 | 0.0987 | - |
| 0.5107 | 158800 | 0.2218 | - |
| 0.5110 | 158900 | 0.1907 | - |
| 0.5114 | 159000 | 0.1111 | - |
| 0.5117 | 159100 | 0.1031 | - |
| 0.5120 | 159200 | 0.1482 | - |
| 0.5123 | 159300 | 0.1971 | - |
| 0.5126 | 159400 | 0.042 | - |
| 0.5130 | 159500 | 0.0947 | - |
| 0.5133 | 159600 | 0.1286 | - |
| 0.5136 | 159700 | 0.2144 | - |
| 0.5139 | 159800 | 0.2933 | - |
| 0.5143 | 159900 | 0.1279 | - |
| 0.5146 | 160000 | 0.189 | - |
| 0.5149 | 160100 | 0.1612 | - |
| 0.5152 | 160200 | 0.2738 | - |
| 0.5155 | 160300 | 0.0762 | - |
| 0.5159 | 160400 | 0.0764 | - |
| 0.5162 | 160500 | 0.0424 | - |
| 0.5165 | 160600 | 0.0996 | - |
| 0.5168 | 160700 | 0.1995 | - |
| 0.5171 | 160800 | 0.0976 | - |
| 0.5175 | 160900 | 0.1463 | - |
| 0.5178 | 161000 | 0.0798 | - |
| 0.5181 | 161100 | 0.0469 | - |
| 0.5184 | 161200 | 0.0316 | - |
| 0.5188 | 161300 | 0.1221 | - |
| 0.5191 | 161400 | 0.0967 | - |
| 0.5194 | 161500 | 0.2515 | - |
| 0.5197 | 161600 | 0.1222 | - |
| 0.5200 | 161700 | 0.1424 | - |
| 0.5204 | 161800 | 0.1587 | - |
| 0.5207 | 161900 | 0.1641 | - |
| 0.5210 | 162000 | 0.222 | - |
| 0.5213 | 162100 | 0.1054 | - |
| 0.5216 | 162200 | 0.0643 | - |
| 0.5220 | 162300 | 0.1757 | - |
| 0.5223 | 162400 | 0.0776 | - |
| 0.5226 | 162500 | 0.0783 | - |
| 0.5229 | 162600 | 0.0707 | - |
| 0.5233 | 162700 | 0.2016 | - |
| 0.5236 | 162800 | 0.1371 | - |
| 0.5239 | 162900 | 0.2296 | - |
| 0.5242 | 163000 | 0.0583 | - |
| 0.5245 | 163100 | 0.1713 | - |
| 0.5249 | 163200 | 0.0808 | - |
| 0.5252 | 163300 | 0.0959 | - |
| 0.5255 | 163400 | 0.1659 | - |
| 0.5258 | 163500 | 0.0955 | - |
| 0.5261 | 163600 | 0.0334 | - |
| 0.5265 | 163700 | 0.104 | - |
| 0.5268 | 163800 | 0.1617 | - |
| 0.5271 | 163900 | 0.1549 | - |
| 0.5274 | 164000 | 0.032 | - |
| 0.5278 | 164100 | 0.038 | - |
| 0.5281 | 164200 | 0.0871 | - |
| 0.5284 | 164300 | 0.1328 | - |
| 0.5287 | 164400 | 0.0425 | - |
| 0.5290 | 164500 | 0.0841 | - |
| 0.5294 | 164600 | 0.0846 | - |
| 0.5297 | 164700 | 0.0242 | - |
| 0.5300 | 164800 | 0.0673 | - |
| 0.5303 | 164900 | 0.0982 | - |
| 0.5307 | 165000 | 0.1024 | - |
| 0.5310 | 165100 | 0.0676 | - |
| 0.5313 | 165200 | 0.0504 | - |
| 0.5316 | 165300 | 0.0567 | - |
| 0.5319 | 165400 | 0.2262 | - |
| 0.5323 | 165500 | 0.0755 | - |
| 0.5326 | 165600 | 0.1262 | - |
| 0.5329 | 165700 | 0.0406 | - |
| 0.5332 | 165800 | 0.0297 | - |
| 0.5335 | 165900 | 0.1681 | - |
| 0.5339 | 166000 | 0.2237 | - |
| 0.5342 | 166100 | 0.1296 | - |
| 0.5345 | 166200 | 0.0703 | - |
| 0.5348 | 166300 | 0.1471 | - |
| 0.5352 | 166400 | 0.1711 | - |
| 0.5355 | 166500 | 0.1392 | - |
| 0.5358 | 166600 | 0.0792 | - |
| 0.5361 | 166700 | 0.0806 | - |
| 0.5364 | 166800 | 0.0825 | - |
| 0.5368 | 166900 | 0.1499 | - |
| 0.5371 | 167000 | 0.1607 | - |
| 0.5374 | 167100 | 0.2137 | - |
| 0.5377 | 167200 | 0.2581 | - |
| 0.5380 | 167300 | 0.064 | - |
| 0.5384 | 167400 | 0.078 | - |
| 0.5387 | 167500 | 0.0455 | - |
| 0.5390 | 167600 | 0.1936 | - |
| 0.5393 | 167700 | 0.0635 | - |
| 0.5397 | 167800 | 0.1594 | - |
| 0.5400 | 167900 | 0.0479 | - |
| 0.5403 | 168000 | 0.1605 | - |
| 0.5406 | 168100 | 0.0608 | - |
| 0.5409 | 168200 | 0.087 | - |
| 0.5413 | 168300 | 0.1328 | - |
| 0.5416 | 168400 | 0.1757 | - |
| 0.5419 | 168500 | 0.1081 | - |
| 0.5422 | 168600 | 0.1817 | - |
| 0.5426 | 168700 | 0.0632 | - |
| 0.5429 | 168800 | 0.1892 | - |
| 0.5432 | 168900 | 0.1221 | - |
| 0.5435 | 169000 | 0.1096 | - |
| 0.5438 | 169100 | 0.1781 | - |
| 0.5442 | 169200 | 0.0887 | - |
| 0.5445 | 169300 | 0.3828 | - |
| 0.5448 | 169400 | 0.126 | - |
| 0.5451 | 169500 | 0.0709 | - |
| 0.5454 | 169600 | 0.0557 | - |
| 0.5458 | 169700 | 0.1718 | - |
| 0.5461 | 169800 | 0.0885 | - |
| 0.5464 | 169900 | 0.2457 | - |
| 0.5467 | 170000 | 0.2437 | - |
| 0.5471 | 170100 | 0.0465 | - |
| 0.5474 | 170200 | 0.0356 | - |
| 0.5477 | 170300 | 0.0528 | - |
| 0.5480 | 170400 | 0.0673 | - |
| 0.5483 | 170500 | 0.2595 | - |
| 0.5487 | 170600 | 0.0847 | - |
| 0.5490 | 170700 | 0.0933 | - |
| 0.5493 | 170800 | 0.1348 | - |
| 0.5496 | 170900 | 0.1953 | - |
| 0.5499 | 171000 | 0.2114 | - |
| 0.5503 | 171100 | 0.1253 | - |
| 0.5506 | 171200 | 0.0605 | - |
| 0.5509 | 171300 | 0.0892 | - |
| 0.5512 | 171400 | 0.0491 | - |
| 0.5516 | 171500 | 0.1206 | - |
| 0.5519 | 171600 | 0.0874 | - |
| 0.5522 | 171700 | 0.0892 | - |
| 0.5525 | 171800 | 0.0711 | - |
| 0.5528 | 171900 | 0.0855 | - |
| 0.5532 | 172000 | 0.0232 | - |
| 0.5535 | 172100 | 0.1579 | - |
| 0.5538 | 172200 | 0.2081 | - |
| 0.5541 | 172300 | 0.0459 | - |
| 0.5545 | 172400 | 0.1165 | - |
| 0.5548 | 172500 | 0.0533 | - |
| 0.5551 | 172600 | 0.111 | - |
| 0.5554 | 172700 | 0.1505 | - |
| 0.5557 | 172800 | 0.1174 | - |
| 0.5561 | 172900 | 0.102 | - |
| 0.5564 | 173000 | 0.153 | - |
| 0.5567 | 173100 | 0.0987 | - |
| 0.5570 | 173200 | 0.059 | - |
| 0.5573 | 173300 | 0.258 | - |
| 0.5577 | 173400 | 0.0485 | - |
| 0.5580 | 173500 | 0.0981 | - |
| 0.5583 | 173600 | 0.0508 | - |
| 0.5586 | 173700 | 0.0294 | - |
| 0.5590 | 173800 | 0.0938 | - |
| 0.5593 | 173900 | 0.0613 | - |
| 0.5596 | 174000 | 0.0617 | - |
| 0.5599 | 174100 | 0.0851 | - |
| 0.5602 | 174200 | 0.0326 | - |
| 0.5606 | 174300 | 0.2588 | - |
| 0.5609 | 174400 | 0.0236 | - |
| 0.5612 | 174500 | 0.1172 | - |
| 0.5615 | 174600 | 0.3417 | - |
| 0.5618 | 174700 | 0.2021 | - |
| 0.5622 | 174800 | 0.1056 | - |
| 0.5625 | 174900 | 0.1043 | - |
| 0.5628 | 175000 | 0.1058 | - |
| 0.5631 | 175100 | 0.0512 | - |
| 0.5635 | 175200 | 0.0936 | - |
| 0.5638 | 175300 | 0.0838 | - |
| 0.5641 | 175400 | 0.0286 | - |
| 0.5644 | 175500 | 0.0722 | - |
| 0.5647 | 175600 | 0.0561 | - |
| 0.5651 | 175700 | 0.1473 | - |
| 0.5654 | 175800 | 0.1178 | - |
| 0.5657 | 175900 | 0.1493 | - |
| 0.5660 | 176000 | 0.1708 | - |
| 0.5664 | 176100 | 0.0742 | - |
| 0.5667 | 176200 | 0.119 | - |
| 0.5670 | 176300 | 0.1659 | - |
| 0.5673 | 176400 | 0.1546 | - |
| 0.5676 | 176500 | 0.1768 | - |
| 0.5680 | 176600 | 0.1267 | - |
| 0.5683 | 176700 | 0.0752 | - |
| 0.5686 | 176800 | 0.0599 | - |
| 0.5689 | 176900 | 0.0897 | - |
| 0.5692 | 177000 | 0.0764 | - |
| 0.5696 | 177100 | 0.1299 | - |
| 0.5699 | 177200 | 0.0485 | - |
| 0.5702 | 177300 | 0.1394 | - |
| 0.5705 | 177400 | 0.0914 | - |
| 0.5709 | 177500 | 0.1374 | - |
| 0.5712 | 177600 | 0.0809 | - |
| 0.5715 | 177700 | 0.0781 | - |
| 0.5718 | 177800 | 0.0213 | - |
| 0.5721 | 177900 | 0.0305 | - |
| 0.5725 | 178000 | 0.0461 | - |
| 0.5728 | 178100 | 0.1273 | - |
| 0.5731 | 178200 | 0.2588 | - |
| 0.5734 | 178300 | 0.091 | - |
| 0.5737 | 178400 | 0.4034 | - |
| 0.5741 | 178500 | 0.1686 | - |
| 0.5744 | 178600 | 0.0568 | - |
| 0.5747 | 178700 | 0.0883 | - |
| 0.5750 | 178800 | 0.0661 | - |
| 0.5754 | 178900 | 0.1047 | - |
| 0.5757 | 179000 | 0.1139 | - |
| 0.5760 | 179100 | 0.0304 | - |
| 0.5763 | 179200 | 0.2136 | - |
| 0.5766 | 179300 | 0.0976 | - |
| 0.5770 | 179400 | 0.0793 | - |
| 0.5773 | 179500 | 0.0928 | - |
| 0.5776 | 179600 | 0.0954 | - |
| 0.5779 | 179700 | 0.1338 | - |
| 0.5783 | 179800 | 0.049 | - |
| 0.5786 | 179900 | 0.3133 | - |
| 0.5789 | 180000 | 0.0519 | - |
| 0.5792 | 180100 | 0.088 | - |
| 0.5795 | 180200 | 0.1784 | - |
| 0.5799 | 180300 | 0.1223 | - |
| 0.5802 | 180400 | 0.0585 | - |
| 0.5805 | 180500 | 0.1244 | - |
| 0.5808 | 180600 | 0.2156 | - |
| 0.5811 | 180700 | 0.0287 | - |
| 0.5815 | 180800 | 0.1075 | - |
| 0.5818 | 180900 | 0.0453 | - |
| 0.5821 | 181000 | 0.0746 | - |
| 0.5824 | 181100 | 0.0542 | - |
| 0.5828 | 181200 | 0.062 | - |
| 0.5831 | 181300 | 0.208 | - |
| 0.5834 | 181400 | 0.0854 | - |
| 0.5837 | 181500 | 0.2442 | - |
| 0.5840 | 181600 | 0.0904 | - |
| 0.5844 | 181700 | 0.0537 | - |
| 0.5847 | 181800 | 0.0213 | - |
| 0.5850 | 181900 | 0.2637 | - |
| 0.5853 | 182000 | 0.1966 | - |
| 0.5856 | 182100 | 0.0376 | - |
| 0.5860 | 182200 | 0.2393 | - |
| 0.5863 | 182300 | 0.0604 | - |
| 0.5866 | 182400 | 0.0222 | - |
| 0.5869 | 182500 | 0.0644 | - |
| 0.5873 | 182600 | 0.0752 | - |
| 0.5876 | 182700 | 0.1393 | - |
| 0.5879 | 182800 | 0.1015 | - |
| 0.5882 | 182900 | 0.0125 | - |
| 0.5885 | 183000 | 0.1271 | - |
| 0.5889 | 183100 | 0.1063 | - |
| 0.5892 | 183200 | 0.0958 | - |
| 0.5895 | 183300 | 0.0441 | - |
| 0.5898 | 183400 | 0.0502 | - |
| 0.5901 | 183500 | 0.2784 | - |
| 0.5905 | 183600 | 0.0457 | - |
| 0.5908 | 183700 | 0.0572 | - |
| 0.5911 | 183800 | 0.1889 | - |
| 0.5914 | 183900 | 0.0785 | - |
| 0.5918 | 184000 | 0.0396 | - |
| 0.5921 | 184100 | 0.0625 | - |
| 0.5924 | 184200 | 0.0663 | - |
| 0.5927 | 184300 | 0.1033 | - |
| 0.5930 | 184400 | 0.0931 | - |
| 0.5934 | 184500 | 0.1234 | - |
| 0.5937 | 184600 | 0.0743 | - |
| 0.5940 | 184700 | 0.0624 | - |
| 0.5943 | 184800 | 0.0823 | - |
| 0.5947 | 184900 | 0.1229 | - |
| 0.5950 | 185000 | 0.0793 | - |
| 0.5953 | 185100 | 0.0438 | - |
| 0.5956 | 185200 | 0.0999 | - |
| 0.5959 | 185300 | 0.1701 | - |
| 0.5963 | 185400 | 0.0647 | - |
| 0.5966 | 185500 | 0.0603 | - |
| 0.5969 | 185600 | 0.1419 | - |
| 0.5972 | 185700 | 0.0961 | - |
| 0.5975 | 185800 | 0.0632 | - |
| 0.5979 | 185900 | 0.2546 | - |
| 0.5982 | 186000 | 0.159 | - |
| 0.5985 | 186100 | 0.0556 | - |
| 0.5988 | 186200 | 0.0746 | - |
| 0.5992 | 186300 | 0.0436 | - |
| 0.5995 | 186400 | 0.1366 | - |
| 0.5998 | 186500 | 0.2997 | - |
| 0.6001 | 186600 | 0.1275 | - |
| 0.6004 | 186700 | 0.0803 | - |
| 0.6008 | 186800 | 0.2488 | - |
| 0.6011 | 186900 | 0.0372 | - |
| 0.6014 | 187000 | 0.1025 | - |
| 0.6017 | 187100 | 0.0979 | - |
| 0.6020 | 187200 | 0.0595 | - |
| 0.6024 | 187300 | 0.0824 | - |
| 0.6027 | 187400 | 0.0218 | - |
| 0.6030 | 187500 | 0.0376 | - |
| 0.6033 | 187600 | 0.112 | - |
| 0.6037 | 187700 | 0.2384 | - |
| 0.6040 | 187800 | 0.1307 | - |
| 0.6043 | 187900 | 0.0875 | - |
| 0.6046 | 188000 | 0.0479 | - |
| 0.6049 | 188100 | 0.1097 | - |
| 0.6053 | 188200 | 0.0991 | - |
| 0.6056 | 188300 | 0.0165 | - |
| 0.6059 | 188400 | 0.1146 | - |
| 0.6062 | 188500 | 0.0965 | - |
| 0.6066 | 188600 | 0.0577 | - |
| 0.6069 | 188700 | 0.0496 | - |
| 0.6072 | 188800 | 0.0638 | - |
| 0.6075 | 188900 | 0.1776 | - |
| 0.6078 | 189000 | 0.0881 | - |
| 0.6082 | 189100 | 0.1167 | - |
| 0.6085 | 189200 | 0.0871 | - |
| 0.6088 | 189300 | 0.1011 | - |
| 0.6091 | 189400 | 0.0557 | - |
| 0.6094 | 189500 | 0.0533 | - |
| 0.6098 | 189600 | 0.1617 | - |
| 0.6101 | 189700 | 0.1244 | - |
| 0.6104 | 189800 | 0.1999 | - |
| 0.6107 | 189900 | 0.033 | - |
| 0.6111 | 190000 | 0.0942 | - |
| 0.6114 | 190100 | 0.2339 | - |
| 0.6117 | 190200 | 0.1606 | - |
| 0.6120 | 190300 | 0.203 | - |
| 0.6123 | 190400 | 0.1646 | - |
| 0.6127 | 190500 | 0.0296 | - |
| 0.6130 | 190600 | 0.1318 | - |
| 0.6133 | 190700 | 0.0677 | - |
| 0.6136 | 190800 | 0.0893 | - |
| 0.6139 | 190900 | 0.0608 | - |
| 0.6143 | 191000 | 0.1088 | - |
| 0.6146 | 191100 | 0.1033 | - |
| 0.6149 | 191200 | 0.0707 | - |
| 0.6152 | 191300 | 0.1943 | - |
| 0.6156 | 191400 | 0.1178 | - |
| 0.6159 | 191500 | 0.0407 | - |
| 0.6162 | 191600 | 0.059 | - |
| 0.6165 | 191700 | 0.0443 | - |
| 0.6168 | 191800 | 0.17 | - |
| 0.6172 | 191900 | 0.0311 | - |
| 0.6175 | 192000 | 0.0797 | - |
| 0.6178 | 192100 | 0.0933 | - |
| 0.6181 | 192200 | 0.2325 | - |
| 0.6185 | 192300 | 0.0342 | - |
| 0.6188 | 192400 | 0.0312 | - |
| 0.6191 | 192500 | 0.2428 | - |
| 0.6194 | 192600 | 0.15 | - |
| 0.6197 | 192700 | 0.1936 | - |
| 0.6201 | 192800 | 0.047 | - |
| 0.6204 | 192900 | 0.2449 | - |
| 0.6207 | 193000 | 0.0427 | - |
| 0.6210 | 193100 | 0.1167 | - |
| 0.6213 | 193200 | 0.0709 | - |
| 0.6217 | 193300 | 0.0364 | - |
| 0.6220 | 193400 | 0.1167 | - |
| 0.6223 | 193500 | 0.1114 | - |
| 0.6226 | 193600 | 0.0428 | - |
| 0.6230 | 193700 | 0.2341 | - |
| 0.6233 | 193800 | 0.063 | - |
| 0.6236 | 193900 | 0.101 | - |
| 0.6239 | 194000 | 0.0695 | - |
| 0.6242 | 194100 | 0.0859 | - |
| 0.6246 | 194200 | 0.1069 | - |
| 0.6249 | 194300 | 0.0534 | - |
| 0.6252 | 194400 | 0.0427 | - |
| 0.6255 | 194500 | 0.2418 | - |
| 0.6258 | 194600 | 0.026 | - |
| 0.6262 | 194700 | 0.1999 | - |
| 0.6265 | 194800 | 0.0638 | - |
| 0.6268 | 194900 | 0.1485 | - |
| 0.6271 | 195000 | 0.0773 | - |
| 0.6275 | 195100 | 0.088 | - |
| 0.6278 | 195200 | 0.048 | - |
| 0.6281 | 195300 | 0.0566 | - |
| 0.6284 | 195400 | 0.277 | - |
| 0.6287 | 195500 | 0.0491 | - |
| 0.6291 | 195600 | 0.1231 | - |
| 0.6294 | 195700 | 0.0417 | - |
| 0.6297 | 195800 | 0.0471 | - |
| 0.6300 | 195900 | 0.0623 | - |
| 0.6304 | 196000 | 0.0809 | - |
| 0.6307 | 196100 | 0.057 | - |
| 0.6310 | 196200 | 0.0549 | - |
| 0.6313 | 196300 | 0.0867 | - |
| 0.6316 | 196400 | 0.0352 | - |
| 0.6320 | 196500 | 0.0958 | - |
| 0.6323 | 196600 | 0.1135 | - |
| 0.6326 | 196700 | 0.052 | - |
| 0.6329 | 196800 | 0.0395 | - |
| 0.6332 | 196900 | 0.0636 | - |
| 0.6336 | 197000 | 0.0926 | - |
| 0.6339 | 197100 | 0.0278 | - |
| 0.6342 | 197200 | 0.0733 | - |
| 0.6345 | 197300 | 0.0481 | - |
| 0.6349 | 197400 | 0.1534 | - |
| 0.6352 | 197500 | 0.0862 | - |
| 0.6355 | 197600 | 0.1158 | - |
| 0.6358 | 197700 | 0.0467 | - |
| 0.6361 | 197800 | 0.0994 | - |
| 0.6365 | 197900 | 0.0286 | - |
| 0.6368 | 198000 | 0.0761 | - |
| 0.6371 | 198100 | 0.1554 | - |
| 0.6374 | 198200 | 0.0884 | - |
| 0.6377 | 198300 | 0.054 | - |
| 0.6381 | 198400 | 0.1208 | - |
| 0.6384 | 198500 | 0.0766 | - |
| 0.6387 | 198600 | 0.0281 | - |
| 0.6390 | 198700 | 0.1158 | - |
| 0.6394 | 198800 | 0.092 | - |
| 0.6397 | 198900 | 0.0588 | - |
| 0.6400 | 199000 | 0.2031 | - |
| 0.6403 | 199100 | 0.0688 | - |
| 0.6406 | 199200 | 0.1409 | - |
| 0.6410 | 199300 | 0.0703 | - |
| 0.6413 | 199400 | 0.0953 | - |
| 0.6416 | 199500 | 0.0907 | - |
| 0.6419 | 199600 | 0.0771 | - |
| 0.6423 | 199700 | 0.1519 | - |
| 0.6426 | 199800 | 0.027 | - |
| 0.6429 | 199900 | 0.0628 | - |
| 0.6432 | 200000 | 0.0924 | 0.0766 |
| 0.6435 | 200100 | 0.0349 | - |
| 0.6439 | 200200 | 0.0506 | - |
| 0.6442 | 200300 | 0.0915 | - |
| 0.6445 | 200400 | 0.2239 | - |
| 0.6448 | 200500 | 0.0692 | - |
| 0.6451 | 200600 | 0.0681 | - |
| 0.6455 | 200700 | 0.1383 | - |
| 0.6458 | 200800 | 0.2065 | - |
| 0.6461 | 200900 | 0.0538 | - |
| 0.6464 | 201000 | 0.2483 | - |
| 0.6468 | 201100 | 0.2685 | - |
| 0.6471 | 201200 | 0.1634 | - |
| 0.6474 | 201300 | 0.0566 | - |
| 0.6477 | 201400 | 0.0288 | - |
| 0.6480 | 201500 | 0.0686 | - |
| 0.6484 | 201600 | 0.0717 | - |
| 0.6487 | 201700 | 0.0806 | - |
| 0.6490 | 201800 | 0.1575 | - |
| 0.6493 | 201900 | 0.0343 | - |
| 0.6496 | 202000 | 0.0316 | - |
| 0.6500 | 202100 | 0.033 | - |
| 0.6503 | 202200 | 0.0647 | - |
| 0.6506 | 202300 | 0.0353 | - |
| 0.6509 | 202400 | 0.0776 | - |
| 0.6513 | 202500 | 0.0533 | - |
| 0.6516 | 202600 | 0.0284 | - |
| 0.6519 | 202700 | 0.088 | - |
| 0.6522 | 202800 | 0.0285 | - |
| 0.6525 | 202900 | 0.1325 | - |
| 0.6529 | 203000 | 0.0189 | - |
| 0.6532 | 203100 | 0.0409 | - |
| 0.6535 | 203200 | 0.0598 | - |
| 0.6538 | 203300 | 0.0662 | - |
| 0.6541 | 203400 | 0.0578 | - |
| 0.6545 | 203500 | 0.2419 | - |
| 0.6548 | 203600 | 0.072 | - |
| 0.6551 | 203700 | 0.0425 | - |
| 0.6554 | 203800 | 0.1866 | - |
| 0.6558 | 203900 | 0.102 | - |
| 0.6561 | 204000 | 0.1079 | - |
| 0.6564 | 204100 | 0.1727 | - |
| 0.6567 | 204200 | 0.0812 | - |
| 0.6570 | 204300 | 0.1168 | - |
| 0.6574 | 204400 | 0.0546 | - |
| 0.6577 | 204500 | 0.13 | - |
| 0.6580 | 204600 | 0.0323 | - |
| 0.6583 | 204700 | 0.0438 | - |
| 0.6587 | 204800 | 0.246 | - |
| 0.6590 | 204900 | 0.0392 | - |
| 0.6593 | 205000 | 0.0283 | - |
| 0.6596 | 205100 | 0.0329 | - |
| 0.6599 | 205200 | 0.1596 | - |
| 0.6603 | 205300 | 0.0351 | - |
| 0.6606 | 205400 | 0.128 | - |
| 0.6609 | 205500 | 0.0336 | - |
| 0.6612 | 205600 | 0.1165 | - |
| 0.6615 | 205700 | 0.0406 | - |
| 0.6619 | 205800 | 0.0249 | - |
| 0.6622 | 205900 | 0.0286 | - |
| 0.6625 | 206000 | 0.0705 | - |
| 0.6628 | 206100 | 0.0438 | - |
| 0.6632 | 206200 | 0.1316 | - |
| 0.6635 | 206300 | 0.0418 | - |
| 0.6638 | 206400 | 0.04 | - |
| 0.6641 | 206500 | 0.0668 | - |
| 0.6644 | 206600 | 0.1228 | - |
| 0.6648 | 206700 | 0.1795 | - |
| 0.6651 | 206800 | 0.0579 | - |
| 0.6654 | 206900 | 0.0288 | - |
| 0.6657 | 207000 | 0.0709 | - |
| 0.6660 | 207100 | 0.019 | - |
| 0.6664 | 207200 | 0.0656 | - |
| 0.6667 | 207300 | 0.0728 | - |
| 0.6670 | 207400 | 0.0193 | - |
| 0.6673 | 207500 | 0.1368 | - |
| 0.6677 | 207600 | 0.2329 | - |
| 0.6680 | 207700 | 0.1994 | - |
| 0.6683 | 207800 | 0.2382 | - |
| 0.6686 | 207900 | 0.0373 | - |
| 0.6689 | 208000 | 0.0453 | - |
| 0.6693 | 208100 | 0.0497 | - |
| 0.6696 | 208200 | 0.1936 | - |
| 0.6699 | 208300 | 0.0598 | - |
| 0.6702 | 208400 | 0.0371 | - |
| 0.6706 | 208500 | 0.1328 | - |
| 0.6709 | 208600 | 0.0581 | - |
| 0.6712 | 208700 | 0.083 | - |
| 0.6715 | 208800 | 0.0813 | - |
| 0.6718 | 208900 | 0.0631 | - |
| 0.6722 | 209000 | 0.1459 | - |
| 0.6725 | 209100 | 0.0562 | - |
| 0.6728 | 209200 | 0.2713 | - |
| 0.6731 | 209300 | 0.1062 | - |
| 0.6734 | 209400 | 0.0408 | - |
| 0.6738 | 209500 | 0.3792 | - |
| 0.6741 | 209600 | 0.173 | - |
| 0.6744 | 209700 | 0.0253 | - |
| 0.6747 | 209800 | 0.1166 | - |
| 0.6751 | 209900 | 0.0354 | - |
| 0.6754 | 210000 | 0.1602 | - |
| 0.6757 | 210100 | 0.0775 | - |
| 0.6760 | 210200 | 0.0583 | - |
| 0.6763 | 210300 | 0.024 | - |
| 0.6767 | 210400 | 0.2388 | - |
| 0.6770 | 210500 | 0.0577 | - |
| 0.6773 | 210600 | 0.1133 | - |
| 0.6776 | 210700 | 0.1317 | - |
| 0.6779 | 210800 | 0.0671 | - |
| 0.6783 | 210900 | 0.1438 | - |
| 0.6786 | 211000 | 0.3044 | - |
| 0.6789 | 211100 | 0.0761 | - |
| 0.6792 | 211200 | 0.051 | - |
| 0.6796 | 211300 | 0.052 | - |
| 0.6799 | 211400 | 0.0268 | - |
| 0.6802 | 211500 | 0.0527 | - |
| 0.6805 | 211600 | 0.0958 | - |
| 0.6808 | 211700 | 0.2081 | - |
| 0.6812 | 211800 | 0.0245 | - |
| 0.6815 | 211900 | 0.0525 | - |
| 0.6818 | 212000 | 0.0599 | - |
| 0.6821 | 212100 | 0.1425 | - |
| 0.6825 | 212200 | 0.2225 | - |
| 0.6828 | 212300 | 0.0579 | - |
| 0.6831 | 212400 | 0.2463 | - |
| 0.6834 | 212500 | 0.0711 | - |
| 0.6837 | 212600 | 0.0274 | - |
| 0.6841 | 212700 | 0.0789 | - |
| 0.6844 | 212800 | 0.101 | - |
| 0.6847 | 212900 | 0.2167 | - |
| 0.6850 | 213000 | 0.2055 | - |
| 0.6853 | 213100 | 0.0669 | - |
| 0.6857 | 213200 | 0.0633 | - |
| 0.6860 | 213300 | 0.1861 | - |
| 0.6863 | 213400 | 0.0849 | - |
| 0.6866 | 213500 | 0.0427 | - |
| 0.6870 | 213600 | 0.0629 | - |
| 0.6873 | 213700 | 0.0465 | - |
| 0.6876 | 213800 | 0.1363 | - |
| 0.6879 | 213900 | 0.1988 | - |
| 0.6882 | 214000 | 0.1241 | - |
| 0.6886 | 214100 | 0.0458 | - |
| 0.6889 | 214200 | 0.097 | - |
| 0.6892 | 214300 | 0.1827 | - |
| 0.6895 | 214400 | 0.0466 | - |
| 0.6898 | 214500 | 0.0737 | - |
| 0.6902 | 214600 | 0.0449 | - |
| 0.6905 | 214700 | 0.2096 | - |
| 0.6908 | 214800 | 0.2296 | - |
| 0.6911 | 214900 | 0.0664 | - |
| 0.6915 | 215000 | 0.1664 | - |
| 0.6918 | 215100 | 0.0994 | - |
| 0.6921 | 215200 | 0.122 | - |
| 0.6924 | 215300 | 0.06 | - |
| 0.6927 | 215400 | 0.0906 | - |
| 0.6931 | 215500 | 0.0554 | - |
| 0.6934 | 215600 | 0.0721 | - |
| 0.6937 | 215700 | 0.0576 | - |
| 0.6940 | 215800 | 0.0442 | - |
| 0.6944 | 215900 | 0.245 | - |
| 0.6947 | 216000 | 0.0049 | - |
| 0.6950 | 216100 | 0.0381 | - |
| 0.6953 | 216200 | 0.125 | - |
| 0.6956 | 216300 | 0.2907 | - |
| 0.6960 | 216400 | 0.0419 | - |
| 0.6963 | 216500 | 0.0865 | - |
| 0.6966 | 216600 | 0.068 | - |
| 0.6969 | 216700 | 0.0281 | - |
| 0.6972 | 216800 | 0.0548 | - |
| 0.6976 | 216900 | 0.0781 | - |
| 0.6979 | 217000 | 0.1119 | - |
| 0.6982 | 217100 | 0.1731 | - |
| 0.6985 | 217200 | 0.0482 | - |
| 0.6989 | 217300 | 0.0705 | - |
| 0.6992 | 217400 | 0.1775 | - |
| 0.6995 | 217500 | 0.0645 | - |
| 0.6998 | 217600 | 0.0259 | - |
| 0.7001 | 217700 | 0.1028 | - |
| 0.7005 | 217800 | 0.0255 | - |
| 0.7008 | 217900 | 0.2425 | - |
| 0.7011 | 218000 | 0.0338 | - |
| 0.7014 | 218100 | 0.2769 | - |
| 0.7017 | 218200 | 0.0209 | - |
| 0.7021 | 218300 | 0.0563 | - |
| 0.7024 | 218400 | 0.0832 | - |
| 0.7027 | 218500 | 0.0767 | - |
| 0.7030 | 218600 | 0.0531 | - |
| 0.7034 | 218700 | 0.0855 | - |
| 0.7037 | 218800 | 0.0566 | - |
| 0.7040 | 218900 | 0.1448 | - |
| 0.7043 | 219000 | 0.0335 | - |
| 0.7046 | 219100 | 0.0606 | - |
| 0.7050 | 219200 | 0.0483 | - |
| 0.7053 | 219300 | 0.1159 | - |
| 0.7056 | 219400 | 0.2321 | - |
| 0.7059 | 219500 | 0.0415 | - |
| 0.7063 | 219600 | 0.0408 | - |
| 0.7066 | 219700 | 0.1193 | - |
| 0.7069 | 219800 | 0.1269 | - |
| 0.7072 | 219900 | 0.0675 | - |
| 0.7075 | 220000 | 0.11 | - |
| 0.7079 | 220100 | 0.0597 | - |
| 0.7082 | 220200 | 0.1042 | - |
| 0.7085 | 220300 | 0.1863 | - |
| 0.7088 | 220400 | 0.1255 | - |
| 0.7091 | 220500 | 0.0405 | - |
| 0.7095 | 220600 | 0.0254 | - |
| 0.7098 | 220700 | 0.0776 | - |
| 0.7101 | 220800 | 0.0664 | - |
| 0.7104 | 220900 | 0.0731 | - |
| 0.7108 | 221000 | 0.0759 | - |
| 0.7111 | 221100 | 0.0718 | - |
| 0.7114 | 221200 | 0.0529 | - |
| 0.7117 | 221300 | 0.1626 | - |
| 0.7120 | 221400 | 0.0906 | - |
| 0.7124 | 221500 | 0.0252 | - |
| 0.7127 | 221600 | 0.0347 | - |
| 0.7130 | 221700 | 0.0955 | - |
| 0.7133 | 221800 | 0.0478 | - |
| 0.7136 | 221900 | 0.0548 | - |
| 0.7140 | 222000 | 0.0551 | - |
| 0.7143 | 222100 | 0.1312 | - |
| 0.7146 | 222200 | 0.0608 | - |
| 0.7149 | 222300 | 0.0834 | - |
| 0.7153 | 222400 | 0.0179 | - |
| 0.7156 | 222500 | 0.0158 | - |
| 0.7159 | 222600 | 0.089 | - |
| 0.7162 | 222700 | 0.1494 | - |
| 0.7165 | 222800 | 0.0837 | - |
| 0.7169 | 222900 | 0.052 | - |
| 0.7172 | 223000 | 0.0421 | - |
| 0.7175 | 223100 | 0.0576 | - |
| 0.7178 | 223200 | 0.068 | - |
| 0.7181 | 223300 | 0.0639 | - |
| 0.7185 | 223400 | 0.0477 | - |
| 0.7188 | 223500 | 0.1965 | - |
| 0.7191 | 223600 | 0.1174 | - |
| 0.7194 | 223700 | 0.0756 | - |
| 0.7198 | 223800 | 0.0103 | - |
| 0.7201 | 223900 | 0.1039 | - |
| 0.7204 | 224000 | 0.1487 | - |
| 0.7207 | 224100 | 0.0731 | - |
| 0.7210 | 224200 | 0.0529 | - |
| 0.7214 | 224300 | 0.0647 | - |
| 0.7217 | 224400 | 0.2868 | - |
| 0.7220 | 224500 | 0.1042 | - |
| 0.7223 | 224600 | 0.2466 | - |
| 0.7227 | 224700 | 0.1106 | - |
| 0.7230 | 224800 | 0.0398 | - |
| 0.7233 | 224900 | 0.1578 | - |
| 0.7236 | 225000 | 0.0488 | - |
| 0.7239 | 225100 | 0.0428 | - |
| 0.7243 | 225200 | 0.0208 | - |
| 0.7246 | 225300 | 0.1785 | - |
| 0.7249 | 225400 | 0.1222 | - |
| 0.7252 | 225500 | 0.022 | - |
| 0.7255 | 225600 | 0.2116 | - |
| 0.7259 | 225700 | 0.1352 | - |
| 0.7262 | 225800 | 0.153 | - |
| 0.7265 | 225900 | 0.0742 | - |
| 0.7268 | 226000 | 0.0449 | - |
| 0.7272 | 226100 | 0.1901 | - |
| 0.7275 | 226200 | 0.048 | - |
| 0.7278 | 226300 | 0.1792 | - |
| 0.7281 | 226400 | 0.1012 | - |
| 0.7284 | 226500 | 0.0407 | - |
| 0.7288 | 226600 | 0.0256 | - |
| 0.7291 | 226700 | 0.0531 | - |
| 0.7294 | 226800 | 0.2072 | - |
| 0.7297 | 226900 | 0.0504 | - |
| 0.7300 | 227000 | 0.1549 | - |
| 0.7304 | 227100 | 0.0394 | - |
| 0.7307 | 227200 | 0.0313 | - |
| 0.7310 | 227300 | 0.0372 | - |
| 0.7313 | 227400 | 0.1294 | - |
| 0.7317 | 227500 | 0.0235 | - |
| 0.7320 | 227600 | 0.0433 | - |
| 0.7323 | 227700 | 0.0471 | - |
| 0.7326 | 227800 | 0.1552 | - |
| 0.7329 | 227900 | 0.0423 | - |
| 0.7333 | 228000 | 0.114 | - |
| 0.7336 | 228100 | 0.1244 | - |
| 0.7339 | 228200 | 0.0252 | - |
| 0.7342 | 228300 | 0.0772 | - |
| 0.7346 | 228400 | 0.0964 | - |
| 0.7349 | 228500 | 0.1889 | - |
| 0.7352 | 228600 | 0.1015 | - |
| 0.7355 | 228700 | 0.0244 | - |
| 0.7358 | 228800 | 0.0358 | - |
| 0.7362 | 228900 | 0.0757 | - |
| 0.7365 | 229000 | 0.1349 | - |
| 0.7368 | 229100 | 0.2189 | - |
| 0.7371 | 229200 | 0.1308 | - |
| 0.7374 | 229300 | 0.1729 | - |
| 0.7378 | 229400 | 0.076 | - |
| 0.7381 | 229500 | 0.143 | - |
| 0.7384 | 229600 | 0.0467 | - |
| 0.7387 | 229700 | 0.0434 | - |
| 0.7391 | 229800 | 0.1261 | - |
| 0.7394 | 229900 | 0.1352 | - |
| 0.7397 | 230000 | 0.0976 | - |
| 0.7400 | 230100 | 0.0665 | - |
| 0.7403 | 230200 | 0.0851 | - |
| 0.7407 | 230300 | 0.1668 | - |
| 0.7410 | 230400 | 0.2472 | - |
| 0.7413 | 230500 | 0.1218 | - |
| 0.7416 | 230600 | 0.0842 | - |
| 0.7419 | 230700 | 0.0766 | - |
| 0.7423 | 230800 | 0.099 | - |
| 0.7426 | 230900 | 0.0486 | - |
| 0.7429 | 231000 | 0.0483 | - |
| 0.7432 | 231100 | 0.0241 | - |
| 0.7436 | 231200 | 0.0564 | - |
| 0.7439 | 231300 | 0.2361 | - |
| 0.7442 | 231400 | 0.0367 | - |
| 0.7445 | 231500 | 0.1941 | - |
| 0.7448 | 231600 | 0.0612 | - |
| 0.7452 | 231700 | 0.0461 | - |
| 0.7455 | 231800 | 0.0753 | - |
| 0.7458 | 231900 | 0.0534 | - |
| 0.7461 | 232000 | 0.1738 | - |
| 0.7465 | 232100 | 0.0592 | - |
| 0.7468 | 232200 | 0.079 | - |
| 0.7471 | 232300 | 0.025 | - |
| 0.7474 | 232400 | 0.0863 | - |
| 0.7477 | 232500 | 0.141 | - |
| 0.7481 | 232600 | 0.0956 | - |
| 0.7484 | 232700 | 0.1005 | - |
| 0.7487 | 232800 | 0.0108 | - |
| 0.7490 | 232900 | 0.0437 | - |
| 0.7493 | 233000 | 0.0992 | - |
| 0.7497 | 233100 | 0.0144 | - |
| 0.7500 | 233200 | 0.1117 | - |
| 0.7503 | 233300 | 0.1138 | - |
| 0.7506 | 233400 | 0.146 | - |
| 0.7510 | 233500 | 0.0346 | - |
| 0.7513 | 233600 | 0.0501 | - |
| 0.7516 | 233700 | 0.0597 | - |
| 0.7519 | 233800 | 0.1496 | - |
| 0.7522 | 233900 | 0.0302 | - |
| 0.7526 | 234000 | 0.0613 | - |
| 0.7529 | 234100 | 0.0234 | - |
| 0.7532 | 234200 | 0.078 | - |
| 0.7535 | 234300 | 0.0794 | - |
| 0.7538 | 234400 | 0.0739 | - |
| 0.7542 | 234500 | 0.058 | - |
| 0.7545 | 234600 | 0.092 | - |
| 0.7548 | 234700 | 0.14 | - |
| 0.7551 | 234800 | 0.0998 | - |
| 0.7555 | 234900 | 0.0721 | - |
| 0.7558 | 235000 | 0.0602 | - |
| 0.7561 | 235100 | 0.029 | - |
| 0.7564 | 235200 | 0.0584 | - |
| 0.7567 | 235300 | 0.1331 | - |
| 0.7571 | 235400 | 0.047 | - |
| 0.7574 | 235500 | 0.0167 | - |
| 0.7577 | 235600 | 0.0681 | - |
| 0.7580 | 235700 | 0.1249 | - |
| 0.7584 | 235800 | 0.2266 | - |
| 0.7587 | 235900 | 0.044 | - |
| 0.7590 | 236000 | 0.0335 | - |
| 0.7593 | 236100 | 0.0435 | - |
| 0.7596 | 236200 | 0.0326 | - |
| 0.7600 | 236300 | 0.0982 | - |
| 0.7603 | 236400 | 0.0254 | - |
| 0.7606 | 236500 | 0.0346 | - |
| 0.7609 | 236600 | 0.0418 | - |
| 0.7612 | 236700 | 0.0674 | - |
| 0.7616 | 236800 | 0.0409 | - |
| 0.7619 | 236900 | 0.1895 | - |
| 0.7622 | 237000 | 0.0493 | - |
| 0.7625 | 237100 | 0.1962 | - |
| 0.7629 | 237200 | 0.0496 | - |
| 0.7632 | 237300 | 0.1131 | - |
| 0.7635 | 237400 | 0.073 | - |
| 0.7638 | 237500 | 0.155 | - |
| 0.7641 | 237600 | 0.1771 | - |
| 0.7645 | 237700 | 0.1704 | - |
| 0.7648 | 237800 | 0.1165 | - |
| 0.7651 | 237900 | 0.0683 | - |
| 0.7654 | 238000 | 0.1052 | - |
| 0.7657 | 238100 | 0.0532 | - |
| 0.7661 | 238200 | 0.2289 | - |
| 0.7664 | 238300 | 0.2154 | - |
| 0.7667 | 238400 | 0.0514 | - |
| 0.7670 | 238500 | 0.1065 | - |
| 0.7674 | 238600 | 0.2388 | - |
| 0.7677 | 238700 | 0.0977 | - |
| 0.7680 | 238800 | 0.1373 | - |
| 0.7683 | 238900 | 0.0303 | - |
| 0.7686 | 239000 | 0.2394 | - |
| 0.7690 | 239100 | 0.1145 | - |
| 0.7693 | 239200 | 0.1128 | - |
| 0.7696 | 239300 | 0.1685 | - |
| 0.7699 | 239400 | 0.111 | - |
| 0.7703 | 239500 | 0.028 | - |
| 0.7706 | 239600 | 0.0414 | - |
| 0.7709 | 239700 | 0.0989 | - |
| 0.7712 | 239800 | 0.0858 | - |
| 0.7715 | 239900 | 0.0647 | - |
| 0.7719 | 240000 | 0.0352 | - |
| 0.7722 | 240100 | 0.1153 | - |
| 0.7725 | 240200 | 0.0476 | - |
| 0.7728 | 240300 | 0.0696 | - |
| 0.7731 | 240400 | 0.1634 | - |
| 0.7735 | 240500 | 0.0683 | - |
| 0.7738 | 240600 | 0.067 | - |
| 0.7741 | 240700 | 0.0923 | - |
| 0.7744 | 240800 | 0.0969 | - |
| 0.7748 | 240900 | 0.0333 | - |
| 0.7751 | 241000 | 0.0207 | - |
| 0.7754 | 241100 | 0.0244 | - |
| 0.7757 | 241200 | 0.1131 | - |
| 0.7760 | 241300 | 0.054 | - |
| 0.7764 | 241400 | 0.1457 | - |
| 0.7767 | 241500 | 0.1766 | - |
| 0.7770 | 241600 | 0.1094 | - |
| 0.7773 | 241700 | 0.1325 | - |
| 0.7776 | 241800 | 0.2943 | - |
| 0.7780 | 241900 | 0.1535 | - |
| 0.7783 | 242000 | 0.1308 | - |
| 0.7786 | 242100 | 0.026 | - |
| 0.7789 | 242200 | 0.0774 | - |
| 0.7793 | 242300 | 0.1188 | - |
| 0.7796 | 242400 | 0.0983 | - |
| 0.7799 | 242500 | 0.2267 | - |
| 0.7802 | 242600 | 0.077 | - |
| 0.7805 | 242700 | 0.0541 | - |
| 0.7809 | 242800 | 0.0115 | - |
| 0.7812 | 242900 | 0.0396 | - |
| 0.7815 | 243000 | 0.2091 | - |
| 0.7818 | 243100 | 0.0453 | - |
| 0.7821 | 243200 | 0.017 | - |
| 0.7825 | 243300 | 0.1637 | - |
| 0.7828 | 243400 | 0.1661 | - |
| 0.7831 | 243500 | 0.1337 | - |
| 0.7834 | 243600 | 0.1609 | - |
| 0.7838 | 243700 | 0.0427 | - |
| 0.7841 | 243800 | 0.2037 | - |
| 0.7844 | 243900 | 0.0437 | - |
| 0.7847 | 244000 | 0.1958 | - |
| 0.7850 | 244100 | 0.0344 | - |
| 0.7854 | 244200 | 0.0113 | - |
| 0.7857 | 244300 | 0.0452 | - |
| 0.7860 | 244400 | 0.0805 | - |
| 0.7863 | 244500 | 0.1644 | - |
| 0.7867 | 244600 | 0.1444 | - |
| 0.7870 | 244700 | 0.0977 | - |
| 0.7873 | 244800 | 0.2821 | - |
| 0.7876 | 244900 | 0.0197 | - |
| 0.7879 | 245000 | 0.0316 | - |
| 0.7883 | 245100 | 0.0238 | - |
| 0.7886 | 245200 | 0.083 | - |
| 0.7889 | 245300 | 0.1017 | - |
| 0.7892 | 245400 | 0.1116 | - |
| 0.7895 | 245500 | 0.1342 | - |
| 0.7899 | 245600 | 0.1954 | - |
| 0.7902 | 245700 | 0.0271 | - |
| 0.7905 | 245800 | 0.0842 | - |
| 0.7908 | 245900 | 0.0673 | - |
| 0.7912 | 246000 | 0.0643 | - |
| 0.7915 | 246100 | 0.0768 | - |
| 0.7918 | 246200 | 0.0859 | - |
| 0.7921 | 246300 | 0.0596 | - |
| 0.7924 | 246400 | 0.0601 | - |
| 0.7928 | 246500 | 0.0423 | - |
| 0.7931 | 246600 | 0.096 | - |
| 0.7934 | 246700 | 0.0339 | - |
| 0.7937 | 246800 | 0.0452 | - |
| 0.7940 | 246900 | 0.1766 | - |
| 0.7944 | 247000 | 0.0925 | - |
| 0.7947 | 247100 | 0.1594 | - |
| 0.7950 | 247200 | 0.0298 | - |
| 0.7953 | 247300 | 0.2591 | - |
| 0.7957 | 247400 | 0.1971 | - |
| 0.7960 | 247500 | 0.1614 | - |
| 0.7963 | 247600 | 0.071 | - |
| 0.7966 | 247700 | 0.0727 | - |
| 0.7969 | 247800 | 0.044 | - |
| 0.7973 | 247900 | 0.3006 | - |
| 0.7976 | 248000 | 0.1644 | - |
| 0.7979 | 248100 | 0.0419 | - |
| 0.7982 | 248200 | 0.0506 | - |
| 0.7986 | 248300 | 0.0905 | - |
| 0.7989 | 248400 | 0.2352 | - |
| 0.7992 | 248500 | 0.1188 | - |
| 0.7995 | 248600 | 0.2995 | - |
| 0.7998 | 248700 | 0.1373 | - |
| 0.8002 | 248800 | 0.0288 | - |
| 0.8005 | 248900 | 0.0583 | - |
| 0.8008 | 249000 | 0.057 | - |
| 0.8011 | 249100 | 0.0427 | - |
| 0.8014 | 249200 | 0.0485 | - |
| 0.8018 | 249300 | 0.1106 | - |
| 0.8021 | 249400 | 0.0227 | - |
| 0.8024 | 249500 | 0.1306 | - |
| 0.8027 | 249600 | 0.0608 | - |
| 0.8031 | 249700 | 0.0519 | - |
| 0.8034 | 249800 | 0.0248 | - |
| 0.8037 | 249900 | 0.0391 | - |
| 0.8040 | 250000 | 0.0916 | - |
| 0.8043 | 250100 | 0.0362 | - |
| 0.8047 | 250200 | 0.0807 | - |
| 0.8050 | 250300 | 0.0103 | - |
| 0.8053 | 250400 | 0.1076 | - |
| 0.8056 | 250500 | 0.0636 | - |
| 0.8059 | 250600 | 0.1025 | - |
| 0.8063 | 250700 | 0.0344 | - |
| 0.8066 | 250800 | 0.083 | - |
| 0.8069 | 250900 | 0.0784 | - |
| 0.8072 | 251000 | 0.0597 | - |
| 0.8076 | 251100 | 0.1104 | - |
| 0.8079 | 251200 | 0.0605 | - |
| 0.8082 | 251300 | 0.0327 | - |
| 0.8085 | 251400 | 0.0466 | - |
| 0.8088 | 251500 | 0.0125 | - |
| 0.8092 | 251600 | 0.1161 | - |
| 0.8095 | 251700 | 0.0336 | - |
| 0.8098 | 251800 | 0.1116 | - |
| 0.8101 | 251900 | 0.0824 | - |
| 0.8105 | 252000 | 0.2164 | - |
| 0.8108 | 252100 | 0.0165 | - |
| 0.8111 | 252200 | 0.125 | - |
| 0.8114 | 252300 | 0.0336 | - |
| 0.8117 | 252400 | 0.332 | - |
| 0.8121 | 252500 | 0.059 | - |
| 0.8124 | 252600 | 0.0496 | - |
| 0.8127 | 252700 | 0.039 | - |
| 0.8130 | 252800 | 0.1725 | - |
| 0.8133 | 252900 | 0.0481 | - |
| 0.8137 | 253000 | 0.0303 | - |
| 0.8140 | 253100 | 0.1649 | - |
| 0.8143 | 253200 | 0.0829 | - |
| 0.8146 | 253300 | 0.2103 | - |
| 0.8150 | 253400 | 0.0629 | - |
| 0.8153 | 253500 | 0.1743 | - |
| 0.8156 | 253600 | 0.0771 | - |
| 0.8159 | 253700 | 0.0944 | - |
| 0.8162 | 253800 | 0.0976 | - |
| 0.8166 | 253900 | 0.0958 | - |
| 0.8169 | 254000 | 0.1178 | - |
| 0.8172 | 254100 | 0.18 | - |
| 0.8175 | 254200 | 0.0669 | - |
| 0.8178 | 254300 | 0.0174 | - |
| 0.8182 | 254400 | 0.1663 | - |
| 0.8185 | 254500 | 0.0461 | - |
| 0.8188 | 254600 | 0.1452 | - |
| 0.8191 | 254700 | 0.0789 | - |
| 0.8195 | 254800 | 0.0191 | - |
| 0.8198 | 254900 | 0.0265 | - |
| 0.8201 | 255000 | 0.2015 | - |
| 0.8204 | 255100 | 0.0918 | - |
| 0.8207 | 255200 | 0.0461 | - |
| 0.8211 | 255300 | 0.0368 | - |
| 0.8214 | 255400 | 0.0647 | - |
| 0.8217 | 255500 | 0.0286 | - |
| 0.8220 | 255600 | 0.0134 | - |
| 0.8224 | 255700 | 0.0439 | - |
| 0.8227 | 255800 | 0.2866 | - |
| 0.8230 | 255900 | 0.034 | - |
| 0.8233 | 256000 | 0.044 | - |
| 0.8236 | 256100 | 0.204 | - |
| 0.8240 | 256200 | 0.0641 | - |
| 0.8243 | 256300 | 0.0336 | - |
| 0.8246 | 256400 | 0.0636 | - |
| 0.8249 | 256500 | 0.0516 | - |
| 0.8252 | 256600 | 0.067 | - |
| 0.8256 | 256700 | 0.1371 | - |
| 0.8259 | 256800 | 0.0546 | - |
| 0.8262 | 256900 | 0.1301 | - |
| 0.8265 | 257000 | 0.0894 | - |
| 0.8269 | 257100 | 0.1935 | - |
| 0.8272 | 257200 | 0.1197 | - |
| 0.8275 | 257300 | 0.1373 | - |
| 0.8278 | 257400 | 0.1064 | - |
| 0.8281 | 257500 | 0.05 | - |
| 0.8285 | 257600 | 0.0295 | - |
| 0.8288 | 257700 | 0.0994 | - |
| 0.8291 | 257800 | 0.0534 | - |
| 0.8294 | 257900 | 0.0383 | - |
| 0.8297 | 258000 | 0.0799 | - |
| 0.8301 | 258100 | 0.2299 | - |
| 0.8304 | 258200 | 0.1136 | - |
| 0.8307 | 258300 | 0.0382 | - |
| 0.8310 | 258400 | 0.0896 | - |
| 0.8314 | 258500 | 0.0874 | - |
| 0.8317 | 258600 | 0.0276 | - |
| 0.8320 | 258700 | 0.1071 | - |
| 0.8323 | 258800 | 0.1064 | - |
| 0.8326 | 258900 | 0.1891 | - |
| 0.8330 | 259000 | 0.0849 | - |
| 0.8333 | 259100 | 0.0766 | - |
| 0.8336 | 259200 | 0.0656 | - |
| 0.8339 | 259300 | 0.0998 | - |
| 0.8342 | 259400 | 0.0477 | - |
| 0.8346 | 259500 | 0.0187 | - |
| 0.8349 | 259600 | 0.0825 | - |
| 0.8352 | 259700 | 0.0808 | - |
| 0.8355 | 259800 | 0.0797 | - |
| 0.8359 | 259900 | 0.0738 | - |
| 0.8362 | 260000 | 0.0407 | - |
| 0.8365 | 260100 | 0.063 | - |
| 0.8368 | 260200 | 0.0207 | - |
| 0.8371 | 260300 | 0.0308 | - |
| 0.8375 | 260400 | 0.0412 | - |
| 0.8378 | 260500 | 0.1204 | - |
| 0.8381 | 260600 | 0.0528 | - |
| 0.8384 | 260700 | 0.017 | - |
| 0.8388 | 260800 | 0.1574 | - |
| 0.8391 | 260900 | 0.0761 | - |
| 0.8394 | 261000 | 0.1332 | - |
| 0.8397 | 261100 | 0.1568 | - |
| 0.8400 | 261200 | 0.1298 | - |
| 0.8404 | 261300 | 0.1789 | - |
| 0.8407 | 261400 | 0.0333 | - |
| 0.8410 | 261500 | 0.2042 | - |
| 0.8413 | 261600 | 0.0092 | - |
| 0.8416 | 261700 | 0.1691 | - |
| 0.8420 | 261800 | 0.0333 | - |
| 0.8423 | 261900 | 0.0169 | - |
| 0.8426 | 262000 | 0.0357 | - |
| 0.8429 | 262100 | 0.0341 | - |
| 0.8433 | 262200 | 0.0742 | - |
| 0.8436 | 262300 | 0.0704 | - |
| 0.8439 | 262400 | 0.121 | - |
| 0.8442 | 262500 | 0.0771 | - |
| 0.8445 | 262600 | 0.056 | - |
| 0.8449 | 262700 | 0.1004 | - |
| 0.8452 | 262800 | 0.0125 | - |
| 0.8455 | 262900 | 0.0889 | - |
| 0.8458 | 263000 | 0.0292 | - |
| 0.8461 | 263100 | 0.0489 | - |
| 0.8465 | 263200 | 0.0275 | - |
| 0.8468 | 263300 | 0.0933 | - |
| 0.8471 | 263400 | 0.1931 | - |
| 0.8474 | 263500 | 0.0693 | - |
| 0.8478 | 263600 | 0.0594 | - |
| 0.8481 | 263700 | 0.0744 | - |
| 0.8484 | 263800 | 0.1064 | - |
| 0.8487 | 263900 | 0.0686 | - |
| 0.8490 | 264000 | 0.0418 | - |
| 0.8494 | 264100 | 0.04 | - |
| 0.8497 | 264200 | 0.083 | - |
| 0.8500 | 264300 | 0.1679 | - |
| 0.8503 | 264400 | 0.1274 | - |
| 0.8507 | 264500 | 0.0618 | - |
| 0.8510 | 264600 | 0.0447 | - |
| 0.8513 | 264700 | 0.0567 | - |
| 0.8516 | 264800 | 0.0312 | - |
| 0.8519 | 264900 | 0.0865 | - |
| 0.8523 | 265000 | 0.0518 | - |
| 0.8526 | 265100 | 0.1061 | - |
| 0.8529 | 265200 | 0.151 | - |
| 0.8532 | 265300 | 0.0281 | - |
| 0.8535 | 265400 | 0.0303 | - |
| 0.8539 | 265500 | 0.0543 | - |
| 0.8542 | 265600 | 0.1312 | - |
| 0.8545 | 265700 | 0.0239 | - |
| 0.8548 | 265800 | 0.051 | - |
| 0.8552 | 265900 | 0.163 | - |
| 0.8555 | 266000 | 0.1104 | - |
| 0.8558 | 266100 | 0.1971 | - |
| 0.8561 | 266200 | 0.3374 | - |
| 0.8564 | 266300 | 0.0414 | - |
| 0.8568 | 266400 | 0.0482 | - |
| 0.8571 | 266500 | 0.0447 | - |
| 0.8574 | 266600 | 0.0715 | - |
| 0.8577 | 266700 | 0.1091 | - |
| 0.8580 | 266800 | 0.0566 | - |
| 0.8584 | 266900 | 0.0498 | - |
| 0.8587 | 267000 | 0.0392 | - |
| 0.8590 | 267100 | 0.0348 | - |
| 0.8593 | 267200 | 0.1081 | - |
| 0.8597 | 267300 | 0.0454 | - |
| 0.8600 | 267400 | 0.059 | - |
| 0.8603 | 267500 | 0.0497 | - |
| 0.8606 | 267600 | 0.0793 | - |
| 0.8609 | 267700 | 0.0177 | - |
| 0.8613 | 267800 | 0.0524 | - |
| 0.8616 | 267900 | 0.0724 | - |
| 0.8619 | 268000 | 0.0253 | - |
| 0.8622 | 268100 | 0.0496 | - |
| 0.8626 | 268200 | 0.0496 | - |
| 0.8629 | 268300 | 0.0262 | - |
| 0.8632 | 268400 | 0.0547 | - |
| 0.8635 | 268500 | 0.053 | - |
| 0.8638 | 268600 | 0.1752 | - |
| 0.8642 | 268700 | 0.0373 | - |
| 0.8645 | 268800 | 0.0875 | - |
| 0.8648 | 268900 | 0.2735 | - |
| 0.8651 | 269000 | 0.0197 | - |
| 0.8654 | 269100 | 0.1666 | - |
| 0.8658 | 269200 | 0.1591 | - |
| 0.8661 | 269300 | 0.0864 | - |
| 0.8664 | 269400 | 0.1224 | - |
| 0.8667 | 269500 | 0.1007 | - |
| 0.8671 | 269600 | 0.0938 | - |
| 0.8674 | 269700 | 0.0467 | - |
| 0.8677 | 269800 | 0.1388 | - |
| 0.8680 | 269900 | 0.0694 | - |
| 0.8683 | 270000 | 0.1383 | - |
| 0.8687 | 270100 | 0.0486 | - |
| 0.8690 | 270200 | 0.2573 | - |
| 0.8693 | 270300 | 0.1656 | - |
| 0.8696 | 270400 | 0.0826 | - |
| 0.8699 | 270500 | 0.0332 | - |
| 0.8703 | 270600 | 0.0725 | - |
| 0.8706 | 270700 | 0.0794 | - |
| 0.8709 | 270800 | 0.0393 | - |
| 0.8712 | 270900 | 0.0298 | - |
| 0.8716 | 271000 | 0.0672 | - |
| 0.8719 | 271100 | 0.074 | - |
| 0.8722 | 271200 | 0.0316 | - |
| 0.8725 | 271300 | 0.0871 | - |
| 0.8728 | 271400 | 0.291 | - |
| 0.8732 | 271500 | 0.0342 | - |
| 0.8735 | 271600 | 0.0761 | - |
| 0.8738 | 271700 | 0.0355 | - |
| 0.8741 | 271800 | 0.1033 | - |
| 0.8745 | 271900 | 0.0452 | - |
| 0.8748 | 272000 | 0.0919 | - |
| 0.8751 | 272100 | 0.0909 | - |
| 0.8754 | 272200 | 0.2021 | - |
| 0.8757 | 272300 | 0.0814 | - |
| 0.8761 | 272400 | 0.0623 | - |
| 0.8764 | 272500 | 0.2474 | - |
| 0.8767 | 272600 | 0.0399 | - |
| 0.8770 | 272700 | 0.0618 | - |
| 0.8773 | 272800 | 0.0224 | - |
| 0.8777 | 272900 | 0.0471 | - |
| 0.8780 | 273000 | 0.0462 | - |
| 0.8783 | 273100 | 0.0351 | - |
| 0.8786 | 273200 | 0.0216 | - |
| 0.8790 | 273300 | 0.0738 | - |
| 0.8793 | 273400 | 0.0508 | - |
| 0.8796 | 273500 | 0.0516 | - |
| 0.8799 | 273600 | 0.0663 | - |
| 0.8802 | 273700 | 0.0658 | - |
| 0.8806 | 273800 | 0.0802 | - |
| 0.8809 | 273900 | 0.2112 | - |
| 0.8812 | 274000 | 0.1137 | - |
| 0.8815 | 274100 | 0.0838 | - |
| 0.8818 | 274200 | 0.0626 | - |
| 0.8822 | 274300 | 0.0389 | - |
| 0.8825 | 274400 | 0.0503 | - |
| 0.8828 | 274500 | 0.0541 | - |
| 0.8831 | 274600 | 0.0438 | - |
| 0.8835 | 274700 | 0.2585 | - |
| 0.8838 | 274800 | 0.0085 | - |
| 0.8841 | 274900 | 0.052 | - |
| 0.8844 | 275000 | 0.0431 | - |
| 0.8847 | 275100 | 0.0222 | - |
| 0.8851 | 275200 | 0.0438 | - |
| 0.8854 | 275300 | 0.0318 | - |
| 0.8857 | 275400 | 0.1215 | - |
| 0.8860 | 275500 | 0.0904 | - |
| 0.8864 | 275600 | 0.1615 | - |
| 0.8867 | 275700 | 0.1223 | - |
| 0.8870 | 275800 | 0.0611 | - |
| 0.8873 | 275900 | 0.0529 | - |
| 0.8876 | 276000 | 0.047 | - |
| 0.8880 | 276100 | 0.1415 | - |
| 0.8883 | 276200 | 0.0544 | - |
| 0.8886 | 276300 | 0.0383 | - |
| 0.8889 | 276400 | 0.035 | - |
| 0.8892 | 276500 | 0.0974 | - |
| 0.8896 | 276600 | 0.1604 | - |
| 0.8899 | 276700 | 0.0666 | - |
| 0.8902 | 276800 | 0.1493 | - |
| 0.8905 | 276900 | 0.0252 | - |
| 0.8909 | 277000 | 0.1038 | - |
| 0.8912 | 277100 | 0.0578 | - |
| 0.8915 | 277200 | 0.0406 | - |
| 0.8918 | 277300 | 0.0388 | - |
| 0.8921 | 277400 | 0.0458 | - |
| 0.8925 | 277500 | 0.1089 | - |
| 0.8928 | 277600 | 0.0841 | - |
| 0.8931 | 277700 | 0.0304 | - |
| 0.8934 | 277800 | 0.0362 | - |
| 0.8937 | 277900 | 0.0335 | - |
| 0.8941 | 278000 | 0.0541 | - |
| 0.8944 | 278100 | 0.0665 | - |
| 0.8947 | 278200 | 0.0988 | - |
| 0.8950 | 278300 | 0.0664 | - |
| 0.8954 | 278400 | 0.0557 | - |
| 0.8957 | 278500 | 0.0703 | - |
| 0.8960 | 278600 | 0.0324 | - |
| 0.8963 | 278700 | 0.1036 | - |
| 0.8966 | 278800 | 0.0691 | - |
| 0.8970 | 278900 | 0.1656 | - |
| 0.8973 | 279000 | 0.0333 | - |
| 0.8976 | 279100 | 0.068 | - |
| 0.8979 | 279200 | 0.0493 | - |
| 0.8982 | 279300 | 0.08 | - |
| 0.8986 | 279400 | 0.0579 | - |
| 0.8989 | 279500 | 0.1766 | - |
| 0.8992 | 279600 | 0.0924 | - |
| 0.8995 | 279700 | 0.0231 | - |
| 0.8999 | 279800 | 0.0393 | - |
| 0.9002 | 279900 | 0.0958 | - |
| 0.9005 | 280000 | 0.2301 | - |
| 0.9008 | 280100 | 0.0893 | - |
| 0.9011 | 280200 | 0.0631 | - |
| 0.9015 | 280300 | 0.1706 | - |
| 0.9018 | 280400 | 0.0786 | - |
| 0.9021 | 280500 | 0.0093 | - |
| 0.9024 | 280600 | 0.1952 | - |
| 0.9028 | 280700 | 0.0791 | - |
| 0.9031 | 280800 | 0.1265 | - |
| 0.9034 | 280900 | 0.0497 | - |
| 0.9037 | 281000 | 0.0111 | - |
| 0.9040 | 281100 | 0.0087 | - |
| 0.9044 | 281200 | 0.0233 | - |
| 0.9047 | 281300 | 0.1899 | - |
| 0.9050 | 281400 | 0.181 | - |
| 0.9053 | 281500 | 0.0559 | - |
| 0.9056 | 281600 | 0.0719 | - |
| 0.9060 | 281700 | 0.0303 | - |
| 0.9063 | 281800 | 0.0524 | - |
| 0.9066 | 281900 | 0.1139 | - |
| 0.9069 | 282000 | 0.0263 | - |
| 0.9073 | 282100 | 0.1377 | - |
| 0.9076 | 282200 | 0.0245 | - |
| 0.9079 | 282300 | 0.2189 | - |
| 0.9082 | 282400 | 0.125 | - |
| 0.9085 | 282500 | 0.2059 | - |
| 0.9089 | 282600 | 0.2113 | - |
| 0.9092 | 282700 | 0.0454 | - |
| 0.9095 | 282800 | 0.0456 | - |
| 0.9098 | 282900 | 0.0105 | - |
| 0.9101 | 283000 | 0.0945 | - |
| 0.9105 | 283100 | 0.0471 | - |
| 0.9108 | 283200 | 0.0379 | - |
| 0.9111 | 283300 | 0.047 | - |
| 0.9114 | 283400 | 0.1033 | - |
| 0.9118 | 283500 | 0.0366 | - |
| 0.9121 | 283600 | 0.0196 | - |
| 0.9124 | 283700 | 0.0493 | - |
| 0.9127 | 283800 | 0.029 | - |
| 0.9130 | 283900 | 0.1507 | - |
| 0.9134 | 284000 | 0.1128 | - |
| 0.9137 | 284100 | 0.0288 | - |
| 0.9140 | 284200 | 0.185 | - |
| 0.9143 | 284300 | 0.0357 | - |
| 0.9147 | 284400 | 0.0132 | - |
| 0.9150 | 284500 | 0.0255 | - |
| 0.9153 | 284600 | 0.2365 | - |
| 0.9156 | 284700 | 0.0845 | - |
| 0.9159 | 284800 | 0.077 | - |
| 0.9163 | 284900 | 0.0777 | - |
| 0.9166 | 285000 | 0.0811 | - |
| 0.9169 | 285100 | 0.0891 | - |
| 0.9172 | 285200 | 0.0498 | - |
| 0.9175 | 285300 | 0.0318 | - |
| 0.9179 | 285400 | 0.0292 | - |
| 0.9182 | 285500 | 0.1012 | - |
| 0.9185 | 285600 | 0.0492 | - |
| 0.9188 | 285700 | 0.0815 | - |
| 0.9192 | 285800 | 0.06 | - |
| 0.9195 | 285900 | 0.0775 | - |
| 0.9198 | 286000 | 0.0256 | - |
| 0.9201 | 286100 | 0.1421 | - |
| 0.9204 | 286200 | 0.1194 | - |
| 0.9208 | 286300 | 0.1379 | - |
| 0.9211 | 286400 | 0.0444 | - |
| 0.9214 | 286500 | 0.2617 | - |
| 0.9217 | 286600 | 0.0127 | - |
| 0.9220 | 286700 | 0.0587 | - |
| 0.9224 | 286800 | 0.0397 | - |
| 0.9227 | 286900 | 0.0728 | - |
| 0.9230 | 287000 | 0.0739 | - |
| 0.9233 | 287100 | 0.2648 | - |
| 0.9237 | 287200 | 0.0706 | - |
| 0.9240 | 287300 | 0.1722 | - |
| 0.9243 | 287400 | 0.0318 | - |
| 0.9246 | 287500 | 0.1615 | - |
| 0.9249 | 287600 | 0.0477 | - |
| 0.9253 | 287700 | 0.0164 | - |
| 0.9256 | 287800 | 0.2185 | - |
| 0.9259 | 287900 | 0.0666 | - |
| 0.9262 | 288000 | 0.0288 | - |
| 0.9266 | 288100 | 0.0642 | - |
| 0.9269 | 288200 | 0.0485 | - |
| 0.9272 | 288300 | 0.0253 | - |
| 0.9275 | 288400 | 0.1835 | - |
| 0.9278 | 288500 | 0.0787 | - |
| 0.9282 | 288600 | 0.1244 | - |
| 0.9285 | 288700 | 0.1441 | - |
| 0.9288 | 288800 | 0.0376 | - |
| 0.9291 | 288900 | 0.0409 | - |
| 0.9294 | 289000 | 0.0956 | - |
| 0.9298 | 289100 | 0.0245 | - |
| 0.9301 | 289200 | 0.0843 | - |
| 0.9304 | 289300 | 0.055 | - |
| 0.9307 | 289400 | 0.0182 | - |
| 0.9311 | 289500 | 0.0667 | - |
| 0.9314 | 289600 | 0.0787 | - |
| 0.9317 | 289700 | 0.1671 | - |
| 0.9320 | 289800 | 0.0563 | - |
| 0.9323 | 289900 | 0.0436 | - |
| 0.9327 | 290000 | 0.0188 | - |
| 0.9330 | 290100 | 0.086 | - |
| 0.9333 | 290200 | 0.046 | - |
| 0.9336 | 290300 | 0.198 | - |
| 0.9339 | 290400 | 0.12 | - |
| 0.9343 | 290500 | 0.1185 | - |
| 0.9346 | 290600 | 0.0356 | - |
| 0.9349 | 290700 | 0.1359 | - |
| 0.9352 | 290800 | 0.051 | - |
| 0.9356 | 290900 | 0.1693 | - |
| 0.9359 | 291000 | 0.0862 | - |
| 0.9362 | 291100 | 0.2306 | - |
| 0.9365 | 291200 | 0.1489 | - |
| 0.9368 | 291300 | 0.1336 | - |
| 0.9372 | 291400 | 0.088 | - |
| 0.9375 | 291500 | 0.1056 | - |
| 0.9378 | 291600 | 0.0972 | - |
| 0.9381 | 291700 | 0.0191 | - |
| 0.9385 | 291800 | 0.1549 | - |
| 0.9388 | 291900 | 0.0323 | - |
| 0.9391 | 292000 | 0.0247 | - |
| 0.9394 | 292100 | 0.0752 | - |
| 0.9397 | 292200 | 0.0522 | - |
| 0.9401 | 292300 | 0.035 | - |
| 0.9404 | 292400 | 0.118 | - |
| 0.9407 | 292500 | 0.0895 | - |
| 0.9410 | 292600 | 0.0678 | - |
| 0.9413 | 292700 | 0.0453 | - |
| 0.9417 | 292800 | 0.0876 | - |
| 0.9420 | 292900 | 0.0292 | - |
| 0.9423 | 293000 | 0.0366 | - |
| 0.9426 | 293100 | 0.1194 | - |
| 0.9430 | 293200 | 0.0429 | - |
| 0.9433 | 293300 | 0.3225 | - |
| 0.9436 | 293400 | 0.1189 | - |
| 0.9439 | 293500 | 0.2369 | - |
| 0.9442 | 293600 | 0.0443 | - |
| 0.9446 | 293700 | 0.0588 | - |
| 0.9449 | 293800 | 0.2182 | - |
| 0.9452 | 293900 | 0.2219 | - |
| 0.9455 | 294000 | 0.3734 | - |
| 0.9458 | 294100 | 0.0339 | - |
| 0.9462 | 294200 | 0.0119 | - |
| 0.9465 | 294300 | 0.0168 | - |
| 0.9468 | 294400 | 0.0289 | - |
| 0.9471 | 294500 | 0.0337 | - |
| 0.9475 | 294600 | 0.0464 | - |
| 0.9478 | 294700 | 0.0392 | - |
| 0.9481 | 294800 | 0.0396 | - |
| 0.9484 | 294900 | 0.1038 | - |
| 0.9487 | 295000 | 0.0131 | - |
| 0.9491 | 295100 | 0.1498 | - |
| 0.9494 | 295200 | 0.0405 | - |
| 0.9497 | 295300 | 0.087 | - |
| 0.9500 | 295400 | 0.063 | - |
| 0.9504 | 295500 | 0.0695 | - |
| 0.9507 | 295600 | 0.0144 | - |
| 0.9510 | 295700 | 0.0718 | - |
| 0.9513 | 295800 | 0.0634 | - |
| 0.9516 | 295900 | 0.1977 | - |
| 0.9520 | 296000 | 0.1365 | - |
| 0.9523 | 296100 | 0.2792 | - |
| 0.9526 | 296200 | 0.0451 | - |
| 0.9529 | 296300 | 0.0606 | - |
| 0.9532 | 296400 | 0.0201 | - |
| 0.9536 | 296500 | 0.0697 | - |
| 0.9539 | 296600 | 0.1833 | - |
| 0.9542 | 296700 | 0.056 | - |
| 0.9545 | 296800 | 0.0631 | - |
| 0.9549 | 296900 | 0.1747 | - |
| 0.9552 | 297000 | 0.0612 | - |
| 0.9555 | 297100 | 0.081 | - |
| 0.9558 | 297200 | 0.046 | - |
| 0.9561 | 297300 | 0.0584 | - |
| 0.9565 | 297400 | 0.163 | - |
| 0.9568 | 297500 | 0.0724 | - |
| 0.9571 | 297600 | 0.0517 | - |
| 0.9574 | 297700 | 0.1379 | - |
| 0.9577 | 297800 | 0.0598 | - |
| 0.9581 | 297900 | 0.0975 | - |
| 0.9584 | 298000 | 0.3171 | - |
| 0.9587 | 298100 | 0.0372 | - |
| 0.9590 | 298200 | 0.0826 | - |
| 0.9594 | 298300 | 0.0671 | - |
| 0.9597 | 298400 | 0.0788 | - |
| 0.9600 | 298500 | 0.3618 | - |
| 0.9603 | 298600 | 0.0531 | - |
| 0.9606 | 298700 | 0.1725 | - |
| 0.9610 | 298800 | 0.0982 | - |
| 0.9613 | 298900 | 0.0605 | - |
| 0.9616 | 299000 | 0.012 | - |
| 0.9619 | 299100 | 0.0738 | - |
| 0.9622 | 299200 | 0.0709 | - |
| 0.9626 | 299300 | 0.1168 | - |
| 0.9629 | 299400 | 0.0314 | - |
| 0.9632 | 299500 | 0.2451 | - |
| 0.9635 | 299600 | 0.0795 | - |
| 0.9639 | 299700 | 0.0287 | - |
| 0.9642 | 299800 | 0.1071 | - |
| 0.9645 | 299900 | 0.1711 | - |
| 0.9648 | 300000 | 0.0394 | - |
| 0.9651 | 300100 | 0.1166 | - |
| 0.9655 | 300200 | 0.0875 | - |
| 0.9658 | 300300 | 0.0338 | - |
| 0.9661 | 300400 | 0.0566 | - |
| 0.9664 | 300500 | 0.0977 | - |
| 0.9668 | 300600 | 0.0525 | - |
| 0.9671 | 300700 | 0.1812 | - |
| 0.9674 | 300800 | 0.0596 | - |
| 0.9677 | 300900 | 0.1677 | - |
| 0.9680 | 301000 | 0.066 | - |
| 0.9684 | 301100 | 0.1806 | - |
| 0.9687 | 301200 | 0.0268 | - |
| 0.9690 | 301300 | 0.0183 | - |
| 0.9693 | 301400 | 0.0697 | - |
| 0.9696 | 301500 | 0.0715 | - |
| 0.9700 | 301600 | 0.0367 | - |
| 0.9703 | 301700 | 0.0888 | - |
| 0.9706 | 301800 | 0.0363 | - |
| 0.9709 | 301900 | 0.089 | - |
| 0.9713 | 302000 | 0.0251 | - |
| 0.9716 | 302100 | 0.1156 | - |
| 0.9719 | 302200 | 0.0378 | - |
| 0.9722 | 302300 | 0.1237 | - |
| 0.9725 | 302400 | 0.0351 | - |
| 0.9729 | 302500 | 0.0378 | - |
| 0.9732 | 302600 | 0.0432 | - |
| 0.9735 | 302700 | 0.0086 | - |
| 0.9738 | 302800 | 0.048 | - |
| 0.9741 | 302900 | 0.052 | - |
| 0.9745 | 303000 | 0.0508 | - |
| 0.9748 | 303100 | 0.1292 | - |
| 0.9751 | 303200 | 0.0874 | - |
| 0.9754 | 303300 | 0.036 | - |
| 0.9758 | 303400 | 0.1038 | - |
| 0.9761 | 303500 | 0.0351 | - |
| 0.9764 | 303600 | 0.1312 | - |
| 0.9767 | 303700 | 0.0115 | - |
| 0.9770 | 303800 | 0.1613 | - |
| 0.9774 | 303900 | 0.0435 | - |
| 0.9777 | 304000 | 0.1152 | - |
| 0.9780 | 304100 | 0.0594 | - |
| 0.9783 | 304200 | 0.1383 | - |
| 0.9787 | 304300 | 0.2544 | - |
| 0.9790 | 304400 | 0.0503 | - |
| 0.9793 | 304500 | 0.041 | - |
| 0.9796 | 304600 | 0.0603 | - |
| 0.9799 | 304700 | 0.0473 | - |
| 0.9803 | 304800 | 0.04 | - |
| 0.9806 | 304900 | 0.1549 | - |
| 0.9809 | 305000 | 0.03 | - |
| 0.9812 | 305100 | 0.1517 | - |
| 0.9815 | 305200 | 0.0959 | - |
| 0.9819 | 305300 | 0.0547 | - |
| 0.9822 | 305400 | 0.0541 | - |
| 0.9825 | 305500 | 0.0361 | - |
| 0.9828 | 305600 | 0.0751 | - |
| 0.9832 | 305700 | 0.1053 | - |
| 0.9835 | 305800 | 0.1371 | - |
| 0.9838 | 305900 | 0.065 | - |
| 0.9841 | 306000 | 0.0677 | - |
| 0.9844 | 306100 | 0.0451 | - |
| 0.9848 | 306200 | 0.0217 | - |
| 0.9851 | 306300 | 0.106 | - |
| 0.9854 | 306400 | 0.0511 | - |
| 0.9857 | 306500 | 0.0231 | - |
| 0.9860 | 306600 | 0.0328 | - |
| 0.9864 | 306700 | 0.081 | - |
| 0.9867 | 306800 | 0.0343 | - |
| 0.9870 | 306900 | 0.0208 | - |
| 0.9873 | 307000 | 0.0259 | - |
| 0.9877 | 307100 | 0.0261 | - |
| 0.9880 | 307200 | 0.0718 | - |
| 0.9883 | 307300 | 0.1683 | - |
| 0.9886 | 307400 | 0.0222 | - |
| 0.9889 | 307500 | 0.0239 | - |
| 0.9893 | 307600 | 0.0625 | - |
| 0.9896 | 307700 | 0.1537 | - |
| 0.9899 | 307800 | 0.0514 | - |
| 0.9902 | 307900 | 0.1645 | - |
| 0.9906 | 308000 | 0.0808 | - |
| 0.9909 | 308100 | 0.075 | - |
| 0.9912 | 308200 | 0.2335 | - |
| 0.9915 | 308300 | 0.0645 | - |
| 0.9918 | 308400 | 0.0447 | - |
| 0.9922 | 308500 | 0.0791 | - |
| 0.9925 | 308600 | 0.061 | - |
| 0.9928 | 308700 | 0.1237 | - |
| 0.9931 | 308800 | 0.1609 | - |
| 0.9934 | 308900 | 0.0465 | - |
| 0.9938 | 309000 | 0.031 | - |
| 0.9941 | 309100 | 0.0359 | - |
| 0.9944 | 309200 | 0.1333 | - |
| 0.9947 | 309300 | 0.0146 | - |
| 0.9951 | 309400 | 0.0094 | - |
| 0.9954 | 309500 | 0.08 | - |
| 0.9957 | 309600 | 0.1113 | - |
| 0.9960 | 309700 | 0.1827 | - |
| 0.9963 | 309800 | 0.0722 | - |
| 0.9967 | 309900 | 0.0262 | - |
| 0.9970 | 310000 | 0.048 | - |
| 0.9973 | 310100 | 0.0782 | - |
| 0.9976 | 310200 | 0.1078 | - |
| 0.9979 | 310300 | 0.122 | - |
| 0.9983 | 310400 | 0.0806 | - |
| 0.9986 | 310500 | 0.031 | - |
| 0.9989 | 310600 | 0.0225 | - |
| 0.9992 | 310700 | 0.0858 | - |
| 0.9996 | 310800 | 0.143 | - |
| 0.9999 | 310900 | 0.045 | - |
@inproceedings{reimers-2019-sentence-bert,
title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
author = "Reimers, Nils and Gurevych, Iryna",
booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
month = "11",
year = "2019",
publisher = "Association for Computational Linguistics",
url = "https://arxiv.org/abs/1908.10084",
}
@online{kexuefm-8847,
title={CoSENT: A more efficient sentence vector scheme than Sentence-BERT},
author={Su Jianlin},
year={2022},
month={Jan},
url={https://kexue.fm/archives/8847},
}
Base model
sentence-transformers/all-MiniLM-L6-v2