mmlu_onlyaugs_llama_lora
This model is a fine-tuned version of Daewon0808/prm800k_llama_fulltune on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.7721
- Prm accuracy: 0.8571
- Prm precision: 0.8618
- Prm recall: 0.9907
- Prm specificty: 0.1053
- Prm npv: 0.6667
- Prm f1: 0.9217
- Prm f1 neg: 0.1818
- Prm f1 auc: 0.5480
- Prm f1 auc (fixed): 0.8008
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 2
- eval_batch_size: 4
- seed: 908932403
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- total_eval_batch_size: 32
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
Training results
Training Loss | Epoch | Step | Validation Loss | Prm accuracy | Prm precision | Prm recall | Prm specificty | Prm npv | Prm f1 | Prm f1 neg | Prm f1 auc | Prm f1 auc (fixed) |
---|---|---|---|---|---|---|---|---|---|---|---|---|
No log | 0 | 0 | 0.3535 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8195 |
0.2765 | 0.0015 | 5 | 0.3536 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8185 |
0.2885 | 0.0029 | 10 | 0.3548 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8182 |
0.2865 | 0.0044 | 15 | 0.3553 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8175 |
0.356 | 0.0058 | 20 | 0.3540 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8168 |
0.2743 | 0.0073 | 25 | 0.3569 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8175 |
0.2779 | 0.0087 | 30 | 0.3581 | 0.8254 | 0.8761 | 0.9252 | 0.2632 | 0.3846 | 0.9 | 0.3125 | 0.5942 | 0.8173 |
0.3508 | 0.0102 | 35 | 0.3643 | 0.8333 | 0.8839 | 0.9252 | 0.3158 | 0.4286 | 0.9041 | 0.3636 | 0.6205 | 0.8099 |
0.2852 | 0.0116 | 40 | 0.3779 | 0.8254 | 0.8899 | 0.9065 | 0.3684 | 0.4118 | 0.8981 | 0.3889 | 0.6375 | 0.8042 |
0.279 | 0.0131 | 45 | 0.4087 | 0.8095 | 0.8952 | 0.8785 | 0.4211 | 0.3810 | 0.8868 | 0.4 | 0.6498 | 0.7885 |
0.1798 | 0.0145 | 50 | 0.4352 | 0.8254 | 0.9126 | 0.8785 | 0.5263 | 0.4348 | 0.8952 | 0.4762 | 0.7024 | 0.7737 |
0.1576 | 0.0160 | 55 | 0.4781 | 0.8095 | 0.8952 | 0.8785 | 0.4211 | 0.3810 | 0.8868 | 0.4 | 0.6498 | 0.7582 |
0.2243 | 0.0174 | 60 | 0.5404 | 0.7937 | 0.8785 | 0.8785 | 0.3158 | 0.3158 | 0.8785 | 0.3158 | 0.5971 | 0.7437 |
0.1295 | 0.0189 | 65 | 0.5841 | 0.7937 | 0.8785 | 0.8785 | 0.3158 | 0.3158 | 0.8785 | 0.3158 | 0.5971 | 0.7467 |
0.1566 | 0.0203 | 70 | 0.6225 | 0.8095 | 0.8952 | 0.8785 | 0.4211 | 0.3810 | 0.8868 | 0.4 | 0.6498 | 0.7462 |
0.2218 | 0.0218 | 75 | 0.6534 | 0.8016 | 0.8727 | 0.8972 | 0.2632 | 0.3125 | 0.8848 | 0.2857 | 0.5802 | 0.7420 |
0.327 | 0.0232 | 80 | 0.6481 | 0.8016 | 0.8727 | 0.8972 | 0.2632 | 0.3125 | 0.8848 | 0.2857 | 0.5802 | 0.7383 |
0.0567 | 0.0247 | 85 | 0.6089 | 0.7937 | 0.8785 | 0.8785 | 0.3158 | 0.3158 | 0.8785 | 0.3158 | 0.5971 | 0.7371 |
0.1108 | 0.0261 | 90 | 0.6202 | 0.8016 | 0.8727 | 0.8972 | 0.2632 | 0.3125 | 0.8848 | 0.2857 | 0.5802 | 0.7354 |
0.3523 | 0.0276 | 95 | 0.6082 | 0.8175 | 0.875 | 0.9159 | 0.2632 | 0.3571 | 0.8950 | 0.3030 | 0.5895 | 0.7400 |
0.1709 | 0.0291 | 100 | 0.5850 | 0.8016 | 0.8727 | 0.8972 | 0.2632 | 0.3125 | 0.8848 | 0.2857 | 0.5802 | 0.7459 |
0.1208 | 0.0305 | 105 | 0.6202 | 0.8254 | 0.8761 | 0.9252 | 0.2632 | 0.3846 | 0.9 | 0.3125 | 0.5942 | 0.7405 |
0.1647 | 0.0320 | 110 | 0.6789 | 0.8413 | 0.8783 | 0.9439 | 0.2632 | 0.4545 | 0.9099 | 0.3333 | 0.6035 | 0.7339 |
0.15 | 0.0334 | 115 | 0.7214 | 0.8254 | 0.8761 | 0.9252 | 0.2632 | 0.3846 | 0.9 | 0.3125 | 0.5942 | 0.7282 |
0.1174 | 0.0349 | 120 | 0.7927 | 0.8175 | 0.8684 | 0.9252 | 0.2105 | 0.3333 | 0.8959 | 0.2581 | 0.5679 | 0.7206 |
0.0427 | 0.0363 | 125 | 0.6896 | 0.8175 | 0.8684 | 0.9252 | 0.2105 | 0.3333 | 0.8959 | 0.2581 | 0.5679 | 0.7405 |
0.2605 | 0.0378 | 130 | 0.6734 | 0.8333 | 0.8707 | 0.9439 | 0.2105 | 0.4 | 0.9058 | 0.2759 | 0.5772 | 0.7587 |
0.0813 | 0.0392 | 135 | 0.5184 | 0.8254 | 0.8829 | 0.9159 | 0.3158 | 0.4 | 0.8991 | 0.3529 | 0.6158 | 0.7799 |
0.1048 | 0.0407 | 140 | 0.5165 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.7890 |
0.0549 | 0.0421 | 145 | 0.5195 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.7858 |
0.1422 | 0.0436 | 150 | 0.6344 | 0.8333 | 0.8525 | 0.9720 | 0.0526 | 0.25 | 0.9083 | 0.0870 | 0.5123 | 0.7907 |
0.0793 | 0.0450 | 155 | 0.6596 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7907 |
0.3308 | 0.0465 | 160 | 0.6499 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.7922 |
0.138 | 0.0479 | 165 | 0.5926 | 0.8492 | 0.8929 | 0.9346 | 0.3684 | 0.5 | 0.9132 | 0.4242 | 0.6515 | 0.7919 |
0.1195 | 0.0494 | 170 | 0.6273 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.7796 |
0.2375 | 0.0508 | 175 | 0.5922 | 0.8413 | 0.8655 | 0.9626 | 0.1579 | 0.4286 | 0.9115 | 0.2308 | 0.5603 | 0.7892 |
0.0855 | 0.0523 | 180 | 0.4771 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.7951 |
0.0436 | 0.0537 | 185 | 0.5387 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.7934 |
0.054 | 0.0552 | 190 | 0.5437 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.6299 | 0.7956 |
0.0757 | 0.0567 | 195 | 0.5784 | 0.8095 | 0.8952 | 0.8785 | 0.4211 | 0.3810 | 0.8868 | 0.4 | 0.6498 | 0.8030 |
0.1331 | 0.0581 | 200 | 0.5118 | 0.8413 | 0.8991 | 0.9159 | 0.4211 | 0.4706 | 0.9074 | 0.4444 | 0.6685 | 0.8072 |
0.062 | 0.0596 | 205 | 0.5315 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.7981 |
0.1188 | 0.0610 | 210 | 0.5723 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.7811 |
0.0598 | 0.0625 | 215 | 0.7070 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.7486 |
0.1923 | 0.0639 | 220 | 0.8326 | 0.8333 | 0.8468 | 0.9813 | 0.0 | 0.0 | 0.9091 | 0.0 | 0.4907 | 0.7457 |
0.17 | 0.0654 | 225 | 0.5242 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.7767 |
0.2956 | 0.0668 | 230 | 0.4530 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8037 |
0.1295 | 0.0683 | 235 | 0.5167 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.8116 |
0.0728 | 0.0697 | 240 | 0.4405 | 0.8413 | 0.8783 | 0.9439 | 0.2632 | 0.4545 | 0.9099 | 0.3333 | 0.6035 | 0.8222 |
0.0569 | 0.0712 | 245 | 0.5052 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.8146 |
0.0466 | 0.0726 | 250 | 0.6451 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.7971 |
0.0897 | 0.0741 | 255 | 0.8253 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7860 |
0.037 | 0.0755 | 260 | 0.6323 | 0.8413 | 0.8919 | 0.9252 | 0.3684 | 0.4667 | 0.9083 | 0.4118 | 0.6468 | 0.7922 |
0.137 | 0.0770 | 265 | 0.6859 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7966 |
0.3066 | 0.0784 | 270 | 0.7008 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.8028 |
0.093 | 0.0799 | 275 | 0.5613 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.8015 |
0.0577 | 0.0813 | 280 | 0.4957 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.7993 |
0.2662 | 0.0828 | 285 | 0.6549 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7860 |
0.0998 | 0.0843 | 290 | 0.7357 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7787 |
0.0987 | 0.0857 | 295 | 0.6634 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.7745 |
0.0904 | 0.0872 | 300 | 0.6358 | 0.8333 | 0.8644 | 0.9533 | 0.1579 | 0.375 | 0.9067 | 0.2222 | 0.5556 | 0.7794 |
0.1009 | 0.0886 | 305 | 0.6264 | 0.8175 | 0.8621 | 0.9346 | 0.1579 | 0.3 | 0.8969 | 0.2069 | 0.5462 | 0.7752 |
0.2506 | 0.0901 | 310 | 0.5829 | 0.8333 | 0.8644 | 0.9533 | 0.1579 | 0.375 | 0.9067 | 0.2222 | 0.5556 | 0.7831 |
0.0904 | 0.0915 | 315 | 0.5668 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.7853 |
0.0508 | 0.0930 | 320 | 0.5699 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7730 |
0.077 | 0.0944 | 325 | 0.7352 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7651 |
0.0898 | 0.0959 | 330 | 0.6607 | 0.8333 | 0.8583 | 0.9626 | 0.1053 | 0.3333 | 0.9075 | 0.16 | 0.5339 | 0.7696 |
0.0242 | 0.0973 | 335 | 0.6279 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.7750 |
0.057 | 0.0988 | 340 | 0.7159 | 0.8333 | 0.8525 | 0.9720 | 0.0526 | 0.25 | 0.9083 | 0.0870 | 0.5123 | 0.7725 |
0.0055 | 0.1002 | 345 | 0.8807 | 0.8413 | 0.848 | 0.9907 | 0.0 | 0.0 | 0.9138 | 0.0 | 0.4953 | 0.7755 |
0.0694 | 0.1017 | 350 | 0.7204 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.7710 |
0.1735 | 0.1031 | 355 | 0.7129 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.6299 | 0.7698 |
0.1352 | 0.1046 | 360 | 0.7904 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7700 |
0.0538 | 0.1060 | 365 | 0.5888 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.7826 |
0.1465 | 0.1075 | 370 | 0.5 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.7887 |
0.0296 | 0.1089 | 375 | 0.5437 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7937 |
0.0314 | 0.1104 | 380 | 0.5703 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7961 |
0.0909 | 0.1119 | 385 | 0.5487 | 0.8413 | 0.8655 | 0.9626 | 0.1579 | 0.4286 | 0.9115 | 0.2308 | 0.5603 | 0.8087 |
0.1297 | 0.1133 | 390 | 0.5299 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8126 |
0.0502 | 0.1148 | 395 | 0.5057 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8099 |
0.1026 | 0.1162 | 400 | 0.4895 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.8050 |
0.1489 | 0.1177 | 405 | 0.5150 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.7934 |
0.1259 | 0.1191 | 410 | 0.4947 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.8057 |
0.0897 | 0.1206 | 415 | 0.4586 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.8121 |
0.0496 | 0.1220 | 420 | 0.6339 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.7887 |
0.0534 | 0.1235 | 425 | 0.8125 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7681 |
0.0156 | 0.1249 | 430 | 0.7854 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7846 |
0.1583 | 0.1264 | 435 | 0.6536 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7905 |
0.1365 | 0.1278 | 440 | 0.5497 | 0.8333 | 0.8644 | 0.9533 | 0.1579 | 0.375 | 0.9067 | 0.2222 | 0.5556 | 0.7988 |
0.1969 | 0.1293 | 445 | 0.4924 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.8015 |
0.0511 | 0.1307 | 450 | 0.4751 | 0.8413 | 0.8783 | 0.9439 | 0.2632 | 0.4545 | 0.9099 | 0.3333 | 0.6035 | 0.8077 |
0.0495 | 0.1322 | 455 | 0.5534 | 0.8254 | 0.8571 | 0.9533 | 0.1053 | 0.2857 | 0.9027 | 0.1538 | 0.5293 | 0.7843 |
0.0561 | 0.1336 | 460 | 0.7117 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7627 |
0.0194 | 0.1351 | 465 | 0.7401 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7395 |
0.0167 | 0.1365 | 470 | 0.6477 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.7511 |
0.0253 | 0.1380 | 475 | 0.6083 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7688 |
0.0354 | 0.1395 | 480 | 0.6578 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7632 |
0.1388 | 0.1409 | 485 | 0.6995 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7361 |
0.0165 | 0.1424 | 490 | 0.6245 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7258 |
0.0324 | 0.1438 | 495 | 0.7385 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7169 |
0.0303 | 0.1453 | 500 | 0.8883 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7095 |
0.0522 | 0.1467 | 505 | 0.9672 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7179 |
0.0785 | 0.1482 | 510 | 0.7807 | 0.8333 | 0.8583 | 0.9626 | 0.1053 | 0.3333 | 0.9075 | 0.16 | 0.5339 | 0.7577 |
0.1264 | 0.1496 | 515 | 0.6440 | 0.8413 | 0.8655 | 0.9626 | 0.1579 | 0.4286 | 0.9115 | 0.2308 | 0.5603 | 0.7730 |
0.0422 | 0.1511 | 520 | 0.6521 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7622 |
0.1758 | 0.1525 | 525 | 0.7232 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7538 |
0.0412 | 0.1540 | 530 | 0.6680 | 0.8333 | 0.8583 | 0.9626 | 0.1053 | 0.3333 | 0.9075 | 0.16 | 0.5339 | 0.7516 |
0.218 | 0.1554 | 535 | 0.6585 | 0.8333 | 0.8644 | 0.9533 | 0.1579 | 0.375 | 0.9067 | 0.2222 | 0.5556 | 0.7312 |
0.1557 | 0.1569 | 540 | 0.6935 | 0.8333 | 0.8583 | 0.9626 | 0.1053 | 0.3333 | 0.9075 | 0.16 | 0.5339 | 0.7245 |
0.0305 | 0.1583 | 545 | 0.5621 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.7329 |
0.0299 | 0.1598 | 550 | 0.7461 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7329 |
0.0428 | 0.1612 | 555 | 0.8151 | 0.8333 | 0.8525 | 0.9720 | 0.0526 | 0.25 | 0.9083 | 0.0870 | 0.5123 | 0.7312 |
0.0341 | 0.1627 | 560 | 0.7711 | 0.8333 | 0.8583 | 0.9626 | 0.1053 | 0.3333 | 0.9075 | 0.16 | 0.5339 | 0.7275 |
0.0192 | 0.1641 | 565 | 0.7310 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.7432 |
0.3265 | 0.1656 | 570 | 0.6724 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.7644 |
0.0578 | 0.1671 | 575 | 0.7195 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7922 |
0.1011 | 0.1685 | 580 | 0.5581 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7991 |
0.0728 | 0.1700 | 585 | 0.5063 | 0.8333 | 0.8707 | 0.9439 | 0.2105 | 0.4 | 0.9058 | 0.2759 | 0.5772 | 0.7902 |
0.0929 | 0.1714 | 590 | 0.6466 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7863 |
0.1383 | 0.1729 | 595 | 0.5540 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7900 |
0.0753 | 0.1743 | 600 | 0.4780 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.6299 | 0.7969 |
0.052 | 0.1758 | 605 | 0.7576 | 0.8651 | 0.8629 | 1.0 | 0.1053 | 1.0 | 0.9264 | 0.1905 | 0.5526 | 0.7868 |
0.0935 | 0.1772 | 610 | 0.6184 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.7841 |
0.1499 | 0.1787 | 615 | 0.5293 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.7831 |
0.0945 | 0.1801 | 620 | 0.5427 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.7782 |
0.0569 | 0.1816 | 625 | 0.7094 | 0.8571 | 0.856 | 1.0 | 0.0526 | 1.0 | 0.9224 | 0.1 | 0.5263 | 0.7853 |
0.0244 | 0.1830 | 630 | 0.5193 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7981 |
0.1529 | 0.1845 | 635 | 0.4306 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.8030 |
0.0543 | 0.1859 | 640 | 0.4559 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8160 |
0.0678 | 0.1874 | 645 | 0.4853 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8096 |
0.0837 | 0.1888 | 650 | 0.4775 | 0.8492 | 0.9 | 0.9252 | 0.4211 | 0.5 | 0.9124 | 0.4571 | 0.6731 | 0.7969 |
0.0288 | 0.1903 | 655 | 0.5349 | 0.8254 | 0.8899 | 0.9065 | 0.3684 | 0.4118 | 0.8981 | 0.3889 | 0.6375 | 0.7878 |
0.0251 | 0.1917 | 660 | 0.7471 | 0.8571 | 0.856 | 1.0 | 0.0526 | 1.0 | 0.9224 | 0.1 | 0.5263 | 0.7858 |
0.1043 | 0.1932 | 665 | 0.7466 | 0.8571 | 0.856 | 1.0 | 0.0526 | 1.0 | 0.9224 | 0.1 | 0.5263 | 0.7828 |
0.0906 | 0.1947 | 670 | 0.5646 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.7801 |
0.0509 | 0.1961 | 675 | 0.5378 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.7799 |
0.029 | 0.1976 | 680 | 0.6146 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7762 |
0.2129 | 0.1990 | 685 | 0.7193 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7696 |
0.0181 | 0.2005 | 690 | 0.5971 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7713 |
0.0887 | 0.2019 | 695 | 0.6141 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.7651 |
0.0662 | 0.2034 | 700 | 0.7016 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7671 |
0.1787 | 0.2048 | 705 | 0.6082 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7678 |
0.0626 | 0.2063 | 710 | 0.5395 | 0.8333 | 0.8909 | 0.9159 | 0.3684 | 0.4375 | 0.9032 | 0.4 | 0.6422 | 0.7688 |
0.1458 | 0.2077 | 715 | 0.5189 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.7720 |
0.0254 | 0.2092 | 720 | 0.6638 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7710 |
0.1192 | 0.2106 | 725 | 0.6232 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7597 |
0.0109 | 0.2121 | 730 | 0.6422 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7516 |
0.0297 | 0.2135 | 735 | 0.6363 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.7381 |
0.1114 | 0.2150 | 740 | 0.6124 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.7565 |
0.1963 | 0.2164 | 745 | 0.6513 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7696 |
0.2442 | 0.2179 | 750 | 0.5104 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.7742 |
0.2171 | 0.2193 | 755 | 0.4656 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.7696 |
0.2615 | 0.2208 | 760 | 0.4874 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.7646 |
0.1128 | 0.2223 | 765 | 0.5727 | 0.8651 | 0.8629 | 1.0 | 0.1053 | 1.0 | 0.9264 | 0.1905 | 0.5526 | 0.7668 |
0.1629 | 0.2237 | 770 | 0.5109 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7703 |
0.0513 | 0.2252 | 775 | 0.5108 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.7703 |
0.0172 | 0.2266 | 780 | 0.5708 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.7634 |
0.127 | 0.2281 | 785 | 0.6581 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.7649 |
0.1697 | 0.2295 | 790 | 0.5922 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.7698 |
0.0254 | 0.2310 | 795 | 0.6203 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.7784 |
0.0931 | 0.2324 | 800 | 0.7234 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7853 |
0.0899 | 0.2339 | 805 | 0.6023 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7882 |
0.036 | 0.2353 | 810 | 0.5565 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.7897 |
0.2956 | 0.2368 | 815 | 0.6669 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7863 |
0.1005 | 0.2382 | 820 | 0.6344 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7755 |
0.0798 | 0.2397 | 825 | 0.5310 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.7791 |
0.0198 | 0.2411 | 830 | 0.5130 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.7772 |
0.0923 | 0.2426 | 835 | 0.5536 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.7801 |
0.1515 | 0.2440 | 840 | 0.6143 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7887 |
0.0406 | 0.2455 | 845 | 0.5547 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7858 |
0.0594 | 0.2469 | 850 | 0.5190 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7907 |
0.0238 | 0.2484 | 855 | 0.5971 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7870 |
0.0557 | 0.2499 | 860 | 0.6789 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7796 |
0.1017 | 0.2513 | 865 | 0.7443 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7605 |
0.0321 | 0.2528 | 870 | 0.7263 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7509 |
0.1168 | 0.2542 | 875 | 0.7419 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7526 |
0.0174 | 0.2557 | 880 | 0.7240 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7545 |
0.0924 | 0.2571 | 885 | 0.6781 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7703 |
0.0178 | 0.2586 | 890 | 0.6281 | 0.8333 | 0.8583 | 0.9626 | 0.1053 | 0.3333 | 0.9075 | 0.16 | 0.5339 | 0.7806 |
0.1453 | 0.2600 | 895 | 0.6721 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7981 |
0.1233 | 0.2615 | 900 | 0.5831 | 0.8333 | 0.8583 | 0.9626 | 0.1053 | 0.3333 | 0.9075 | 0.16 | 0.5339 | 0.8084 |
0.1162 | 0.2629 | 905 | 0.5500 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.8224 |
0.1587 | 0.2644 | 910 | 0.5297 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8355 |
0.0103 | 0.2658 | 915 | 0.4538 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8478 |
0.1315 | 0.2673 | 920 | 0.3934 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.8465 |
0.0733 | 0.2687 | 925 | 0.3928 | 0.8333 | 0.8707 | 0.9439 | 0.2105 | 0.4 | 0.9058 | 0.2759 | 0.5772 | 0.8377 |
0.0901 | 0.2702 | 930 | 0.4531 | 0.8333 | 0.8583 | 0.9626 | 0.1053 | 0.3333 | 0.9075 | 0.16 | 0.5339 | 0.8288 |
0.0389 | 0.2716 | 935 | 0.5870 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8119 |
0.0956 | 0.2731 | 940 | 0.6628 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8123 |
0.0199 | 0.2745 | 945 | 0.5721 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8234 |
0.177 | 0.2760 | 950 | 0.6221 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.8367 |
0.1253 | 0.2775 | 955 | 0.5755 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8330 |
0.0119 | 0.2789 | 960 | 0.5755 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8217 |
0.1596 | 0.2804 | 965 | 0.5497 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.8114 |
0.0758 | 0.2818 | 970 | 0.5185 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.8146 |
0.019 | 0.2833 | 975 | 0.6245 | 0.8651 | 0.8629 | 1.0 | 0.1053 | 1.0 | 0.9264 | 0.1905 | 0.5526 | 0.8151 |
0.0593 | 0.2847 | 980 | 0.7807 | 0.8651 | 0.8629 | 1.0 | 0.1053 | 1.0 | 0.9264 | 0.1905 | 0.5526 | 0.8146 |
0.1101 | 0.2862 | 985 | 0.6622 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8244 |
0.0855 | 0.2876 | 990 | 0.5408 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.8328 |
0.0414 | 0.2891 | 995 | 0.5396 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8360 |
0.0516 | 0.2905 | 1000 | 0.5409 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8301 |
0.086 | 0.2920 | 1005 | 0.5158 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8249 |
0.0373 | 0.2934 | 1010 | 0.6159 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8165 |
0.0239 | 0.2949 | 1015 | 0.7367 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8146 |
0.0128 | 0.2963 | 1020 | 0.7362 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8175 |
0.1357 | 0.2978 | 1025 | 0.6529 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8175 |
0.0271 | 0.2992 | 1030 | 0.5391 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8232 |
0.065 | 0.3007 | 1035 | 0.5714 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8217 |
0.1141 | 0.3021 | 1040 | 0.5997 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8200 |
0.0321 | 0.3036 | 1045 | 0.6279 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8168 |
0.0315 | 0.3051 | 1050 | 0.6057 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8205 |
0.0336 | 0.3065 | 1055 | 0.6682 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8197 |
0.0814 | 0.3080 | 1060 | 0.6654 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8180 |
0.0753 | 0.3094 | 1065 | 0.6159 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8146 |
0.1393 | 0.3109 | 1070 | 0.6500 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8128 |
0.0127 | 0.3123 | 1075 | 0.7055 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8180 |
0.0745 | 0.3138 | 1080 | 0.7461 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8180 |
0.1471 | 0.3152 | 1085 | 0.6917 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8180 |
0.0688 | 0.3167 | 1090 | 0.6281 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.8116 |
0.0707 | 0.3181 | 1095 | 0.6427 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8040 |
0.0409 | 0.3196 | 1100 | 0.6331 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.8037 |
0.0277 | 0.3210 | 1105 | 0.6581 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.7993 |
0.2269 | 0.3225 | 1110 | 0.6820 | 0.8333 | 0.8644 | 0.9533 | 0.1579 | 0.375 | 0.9067 | 0.2222 | 0.5556 | 0.8028 |
0.0255 | 0.3239 | 1115 | 0.5919 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.8084 |
0.0198 | 0.3254 | 1120 | 0.5523 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.8121 |
0.0865 | 0.3268 | 1125 | 0.6406 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8104 |
0.2517 | 0.3283 | 1130 | 0.7937 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8126 |
0.1535 | 0.3298 | 1135 | 0.6518 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.8205 |
0.0999 | 0.3312 | 1140 | 0.5589 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.8293 |
0.0668 | 0.3327 | 1145 | 0.5120 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.8335 |
0.0807 | 0.3341 | 1150 | 0.6266 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8281 |
0.0347 | 0.3356 | 1155 | 0.5701 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8318 |
0.0582 | 0.3370 | 1160 | 0.4977 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.8372 |
0.0446 | 0.3385 | 1165 | 0.4823 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.8404 |
0.1739 | 0.3399 | 1170 | 0.5197 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.8337 |
0.0917 | 0.3414 | 1175 | 0.5594 | 0.8333 | 0.8583 | 0.9626 | 0.1053 | 0.3333 | 0.9075 | 0.16 | 0.5339 | 0.8259 |
0.178 | 0.3428 | 1180 | 0.5984 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.8212 |
0.0661 | 0.3443 | 1185 | 0.5651 | 0.8254 | 0.8571 | 0.9533 | 0.1053 | 0.2857 | 0.9027 | 0.1538 | 0.5293 | 0.8195 |
0.0356 | 0.3457 | 1190 | 0.5408 | 0.8333 | 0.8644 | 0.9533 | 0.1579 | 0.375 | 0.9067 | 0.2222 | 0.5556 | 0.8175 |
0.0447 | 0.3472 | 1195 | 0.5547 | 0.8333 | 0.8707 | 0.9439 | 0.2105 | 0.4 | 0.9058 | 0.2759 | 0.5772 | 0.8141 |
0.0419 | 0.3486 | 1200 | 0.6008 | 0.8333 | 0.8707 | 0.9439 | 0.2105 | 0.4 | 0.9058 | 0.2759 | 0.5772 | 0.8106 |
0.1145 | 0.3501 | 1205 | 0.7266 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8091 |
0.0144 | 0.3515 | 1210 | 0.6898 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.8096 |
0.3 | 0.3530 | 1215 | 0.7341 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.8042 |
0.2457 | 0.3544 | 1220 | 0.7538 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8005 |
0.1094 | 0.3559 | 1225 | 0.6490 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7969 |
0.0194 | 0.3574 | 1230 | 0.5879 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.7941 |
0.0795 | 0.3588 | 1235 | 0.6495 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.7870 |
0.0863 | 0.3603 | 1240 | 0.6589 | 0.8413 | 0.8655 | 0.9626 | 0.1579 | 0.4286 | 0.9115 | 0.2308 | 0.5603 | 0.7850 |
0.1147 | 0.3617 | 1245 | 0.7135 | 0.8333 | 0.8644 | 0.9533 | 0.1579 | 0.375 | 0.9067 | 0.2222 | 0.5556 | 0.7917 |
0.1363 | 0.3632 | 1250 | 0.7135 | 0.8333 | 0.8644 | 0.9533 | 0.1579 | 0.375 | 0.9067 | 0.2222 | 0.5556 | 0.7998 |
0.0497 | 0.3646 | 1255 | 0.7154 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7996 |
0.0375 | 0.3661 | 1260 | 0.5641 | 0.8254 | 0.8632 | 0.9439 | 0.1579 | 0.3333 | 0.9018 | 0.2143 | 0.5509 | 0.7993 |
0.0527 | 0.3675 | 1265 | 0.4706 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8069 |
0.0714 | 0.3690 | 1270 | 0.4918 | 0.8333 | 0.8707 | 0.9439 | 0.2105 | 0.4 | 0.9058 | 0.2759 | 0.5772 | 0.8121 |
0.0069 | 0.3704 | 1275 | 0.5539 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.8165 |
0.0723 | 0.3719 | 1280 | 0.5417 | 0.8254 | 0.8571 | 0.9533 | 0.1053 | 0.2857 | 0.9027 | 0.1538 | 0.5293 | 0.8042 |
0.0626 | 0.3733 | 1285 | 0.5637 | 0.8175 | 0.8559 | 0.9439 | 0.1053 | 0.25 | 0.8978 | 0.1481 | 0.5246 | 0.7944 |
0.1306 | 0.3748 | 1290 | 0.5862 | 0.8254 | 0.8632 | 0.9439 | 0.1579 | 0.3333 | 0.9018 | 0.2143 | 0.5509 | 0.7878 |
0.0153 | 0.3762 | 1295 | 0.6435 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7919 |
0.0173 | 0.3777 | 1300 | 0.7492 | 0.8651 | 0.8629 | 1.0 | 0.1053 | 1.0 | 0.9264 | 0.1905 | 0.5526 | 0.7964 |
0.1062 | 0.3791 | 1305 | 0.7156 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7937 |
0.0455 | 0.3806 | 1310 | 0.6922 | 0.8413 | 0.8655 | 0.9626 | 0.1579 | 0.4286 | 0.9115 | 0.2308 | 0.5603 | 0.7924 |
0.0116 | 0.3820 | 1315 | 0.7818 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.7986 |
0.1109 | 0.3835 | 1320 | 0.8565 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8028 |
0.0265 | 0.3850 | 1325 | 0.9453 | 0.8651 | 0.8629 | 1.0 | 0.1053 | 1.0 | 0.9264 | 0.1905 | 0.5526 | 0.8062 |
0.0093 | 0.3864 | 1330 | 0.7398 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8136 |
0.1766 | 0.3879 | 1335 | 0.6333 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8165 |
0.0583 | 0.3893 | 1340 | 0.5154 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8121 |
0.0461 | 0.3908 | 1345 | 0.4695 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8094 |
0.0329 | 0.3922 | 1350 | 0.4686 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8069 |
0.0887 | 0.3937 | 1355 | 0.5621 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8082 |
0.0501 | 0.3951 | 1360 | 0.6591 | 0.8730 | 0.8699 | 1.0 | 0.1579 | 1.0 | 0.9304 | 0.2727 | 0.5789 | 0.8028 |
0.0163 | 0.3966 | 1365 | 0.6451 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.7973 |
0.0617 | 0.3980 | 1370 | 0.7096 | 0.8730 | 0.8699 | 1.0 | 0.1579 | 1.0 | 0.9304 | 0.2727 | 0.5789 | 0.7897 |
0.0674 | 0.3995 | 1375 | 0.6786 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.7932 |
0.0053 | 0.4009 | 1380 | 0.6891 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.7909 |
0.1023 | 0.4024 | 1385 | 0.7221 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.7890 |
0.1134 | 0.4038 | 1390 | 0.7208 | 0.8810 | 0.8770 | 1.0 | 0.2105 | 1.0 | 0.9345 | 0.3478 | 0.6053 | 0.7897 |
0.0731 | 0.4053 | 1395 | 0.7167 | 0.8810 | 0.8770 | 1.0 | 0.2105 | 1.0 | 0.9345 | 0.3478 | 0.6053 | 0.7900 |
0.2344 | 0.4067 | 1400 | 0.8070 | 0.8571 | 0.856 | 1.0 | 0.0526 | 1.0 | 0.9224 | 0.1 | 0.5263 | 0.7959 |
0.053 | 0.4082 | 1405 | 0.6350 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8052 |
0.0928 | 0.4096 | 1410 | 0.5400 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.8077 |
0.0437 | 0.4111 | 1415 | 0.5520 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8146 |
0.205 | 0.4126 | 1420 | 0.6217 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8141 |
0.0203 | 0.4140 | 1425 | 0.6203 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8101 |
0.1151 | 0.4155 | 1430 | 0.5964 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8010 |
0.0191 | 0.4169 | 1435 | 0.6105 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7988 |
0.0101 | 0.4184 | 1440 | 0.6846 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7971 |
0.0693 | 0.4198 | 1445 | 0.7581 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8000 |
0.0771 | 0.4213 | 1450 | 0.7779 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7993 |
0.1192 | 0.4227 | 1455 | 0.7898 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7961 |
0.1011 | 0.4242 | 1460 | 0.6445 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7971 |
0.0438 | 0.4256 | 1465 | 0.5988 | 0.8413 | 0.8655 | 0.9626 | 0.1579 | 0.4286 | 0.9115 | 0.2308 | 0.5603 | 0.7991 |
0.0196 | 0.4271 | 1470 | 0.6380 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8005 |
0.0317 | 0.4285 | 1475 | 0.6523 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8042 |
0.0607 | 0.4300 | 1480 | 0.5805 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8050 |
0.0115 | 0.4314 | 1485 | 0.5315 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.8015 |
0.0761 | 0.4329 | 1490 | 0.5314 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.8040 |
0.0309 | 0.4343 | 1495 | 0.5711 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8055 |
0.0959 | 0.4358 | 1500 | 0.6799 | 0.8571 | 0.856 | 1.0 | 0.0526 | 1.0 | 0.9224 | 0.1 | 0.5263 | 0.8064 |
0.0624 | 0.4372 | 1505 | 0.6859 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.8084 |
0.0353 | 0.4387 | 1510 | 0.5969 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.8138 |
0.0132 | 0.4402 | 1515 | 0.5635 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.8045 |
0.0411 | 0.4416 | 1520 | 0.5977 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.8072 |
0.0531 | 0.4431 | 1525 | 0.6557 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.8200 |
0.0252 | 0.4445 | 1530 | 0.6781 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8096 |
0.1962 | 0.4460 | 1535 | 0.6836 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7991 |
0.0059 | 0.4474 | 1540 | 0.6826 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7951 |
0.0299 | 0.4489 | 1545 | 0.6370 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.7855 |
0.1477 | 0.4503 | 1550 | 0.5793 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.7878 |
0.0744 | 0.4518 | 1555 | 0.5361 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.7799 |
0.1249 | 0.4532 | 1560 | 0.5526 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.7787 |
0.0329 | 0.4547 | 1565 | 0.5587 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7878 |
0.0968 | 0.4561 | 1570 | 0.5548 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7961 |
0.0551 | 0.4576 | 1575 | 0.5025 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7976 |
0.0196 | 0.4590 | 1580 | 0.4908 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.7978 |
0.0873 | 0.4605 | 1585 | 0.5279 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7996 |
0.005 | 0.4619 | 1590 | 0.5855 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7976 |
0.0147 | 0.4634 | 1595 | 0.5844 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7998 |
0.0569 | 0.4648 | 1600 | 0.5643 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7986 |
0.0088 | 0.4663 | 1605 | 0.5926 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7973 |
0.1502 | 0.4678 | 1610 | 0.5650 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.7914 |
0.1215 | 0.4692 | 1615 | 0.5525 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7841 |
0.0847 | 0.4707 | 1620 | 0.5322 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7759 |
0.018 | 0.4721 | 1625 | 0.4875 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.7703 |
0.0528 | 0.4736 | 1630 | 0.4984 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7720 |
0.0338 | 0.4750 | 1635 | 0.5677 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7767 |
0.0662 | 0.4765 | 1640 | 0.6781 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7784 |
0.0029 | 0.4779 | 1645 | 0.7292 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7870 |
0.0223 | 0.4794 | 1650 | 0.7323 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7799 |
0.0339 | 0.4808 | 1655 | 0.7305 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7752 |
0.006 | 0.4823 | 1660 | 0.7174 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7713 |
0.1787 | 0.4837 | 1665 | 0.7219 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7740 |
0.1002 | 0.4852 | 1670 | 0.7042 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7826 |
0.0074 | 0.4866 | 1675 | 0.6215 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7841 |
0.0184 | 0.4881 | 1680 | 0.5910 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7919 |
0.0298 | 0.4895 | 1685 | 0.5818 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7993 |
0.0608 | 0.4910 | 1690 | 0.5845 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8037 |
0.0466 | 0.4924 | 1695 | 0.6402 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7998 |
0.023 | 0.4939 | 1700 | 0.7018 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7971 |
0.0207 | 0.4954 | 1705 | 0.6474 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7978 |
0.0392 | 0.4968 | 1710 | 0.6148 | 0.8254 | 0.8512 | 0.9626 | 0.0526 | 0.2 | 0.9035 | 0.0833 | 0.5076 | 0.7914 |
0.1163 | 0.4983 | 1715 | 0.6599 | 0.8333 | 0.8525 | 0.9720 | 0.0526 | 0.25 | 0.9083 | 0.0870 | 0.5123 | 0.7897 |
0.0914 | 0.4997 | 1720 | 0.7081 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7946 |
0.0607 | 0.5012 | 1725 | 0.6693 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.8015 |
0.0165 | 0.5026 | 1730 | 0.6594 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.8030 |
0.0064 | 0.5041 | 1735 | 0.6755 | 0.8413 | 0.8655 | 0.9626 | 0.1579 | 0.4286 | 0.9115 | 0.2308 | 0.5603 | 0.8028 |
0.0089 | 0.5055 | 1740 | 0.6484 | 0.8413 | 0.8655 | 0.9626 | 0.1579 | 0.4286 | 0.9115 | 0.2308 | 0.5603 | 0.7981 |
0.188 | 0.5070 | 1745 | 0.6516 | 0.8413 | 0.8595 | 0.9720 | 0.1053 | 0.4 | 0.9123 | 0.1667 | 0.5386 | 0.7927 |
0.1095 | 0.5084 | 1750 | 0.6500 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7843 |
0.0118 | 0.5099 | 1755 | 0.6448 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7890 |
0.0235 | 0.5113 | 1760 | 0.6542 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7914 |
0.0069 | 0.5128 | 1765 | 0.6109 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7964 |
0.0414 | 0.5142 | 1770 | 0.6273 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7973 |
0.1829 | 0.5157 | 1775 | 0.6604 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7959 |
0.016 | 0.5171 | 1780 | 0.6997 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7986 |
0.0323 | 0.5186 | 1785 | 0.7753 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.8037 |
0.1177 | 0.5200 | 1790 | 0.7622 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.8126 |
0.1374 | 0.5215 | 1795 | 0.6033 | 0.8413 | 0.8655 | 0.9626 | 0.1579 | 0.4286 | 0.9115 | 0.2308 | 0.5603 | 0.8079 |
0.0044 | 0.5230 | 1800 | 0.5354 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.8032 |
0.2328 | 0.5244 | 1805 | 0.5380 | 0.8413 | 0.8655 | 0.9626 | 0.1579 | 0.4286 | 0.9115 | 0.2308 | 0.5603 | 0.8005 |
0.2768 | 0.5259 | 1810 | 0.5371 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8010 |
0.0856 | 0.5273 | 1815 | 0.5133 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7939 |
0.2165 | 0.5288 | 1820 | 0.5297 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7922 |
0.0162 | 0.5302 | 1825 | 0.5053 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7941 |
0.2164 | 0.5317 | 1830 | 0.5137 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7941 |
0.0117 | 0.5331 | 1835 | 0.4720 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.5819 | 0.7998 |
0.0929 | 0.5346 | 1840 | 0.4762 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.5866 | 0.7983 |
0.1124 | 0.5360 | 1845 | 0.4786 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.7944 |
0.0211 | 0.5375 | 1850 | 0.5237 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7917 |
0.1066 | 0.5389 | 1855 | 0.6013 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7909 |
0.0341 | 0.5404 | 1860 | 0.6589 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7878 |
0.012 | 0.5418 | 1865 | 0.6438 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7873 |
0.0191 | 0.5433 | 1870 | 0.6221 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7887 |
0.1051 | 0.5447 | 1875 | 0.6503 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7917 |
0.0442 | 0.5462 | 1880 | 0.6922 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7850 |
0.0866 | 0.5476 | 1885 | 0.6807 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7784 |
0.0076 | 0.5491 | 1890 | 0.6737 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7752 |
0.112 | 0.5506 | 1895 | 0.6682 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7636 |
0.0498 | 0.5520 | 1900 | 0.6703 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7681 |
0.0105 | 0.5535 | 1905 | 0.7221 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7668 |
0.0877 | 0.5549 | 1910 | 0.7169 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7636 |
0.0303 | 0.5564 | 1915 | 0.7510 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7646 |
0.1108 | 0.5578 | 1920 | 0.7878 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7659 |
0.0961 | 0.5593 | 1925 | 0.7216 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7676 |
0.0383 | 0.5607 | 1930 | 0.6859 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7651 |
0.0631 | 0.5622 | 1935 | 0.6203 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7641 |
0.012 | 0.5636 | 1940 | 0.5829 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7671 |
0.0186 | 0.5651 | 1945 | 0.5622 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.7664 |
0.0262 | 0.5665 | 1950 | 0.5882 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7693 |
0.0763 | 0.5680 | 1955 | 0.6104 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7782 |
0.0181 | 0.5694 | 1960 | 0.6388 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7799 |
0.0189 | 0.5709 | 1965 | 0.6313 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7801 |
0.0824 | 0.5723 | 1970 | 0.6022 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7789 |
0.0412 | 0.5738 | 1975 | 0.5879 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7772 |
0.1291 | 0.5752 | 1980 | 0.6182 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7727 |
0.017 | 0.5767 | 1985 | 0.6586 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7673 |
0.0441 | 0.5782 | 1990 | 0.7135 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7587 |
0.0156 | 0.5796 | 1995 | 0.6964 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7555 |
0.0274 | 0.5811 | 2000 | 0.7068 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7437 |
0.0397 | 0.5825 | 2005 | 0.7221 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7418 |
0.0279 | 0.5840 | 2010 | 0.7510 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7376 |
0.0584 | 0.5854 | 2015 | 0.7482 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7378 |
0.149 | 0.5869 | 2020 | 0.7344 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7388 |
0.0993 | 0.5883 | 2025 | 0.7128 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7457 |
0.0394 | 0.5898 | 2030 | 0.6714 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7536 |
0.0445 | 0.5912 | 2035 | 0.6372 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7607 |
0.0043 | 0.5927 | 2040 | 0.6224 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7688 |
0.0268 | 0.5941 | 2045 | 0.6615 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7676 |
0.067 | 0.5956 | 2050 | 0.6951 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7691 |
0.0504 | 0.5970 | 2055 | 0.7049 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7666 |
0.0048 | 0.5985 | 2060 | 0.7552 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7678 |
0.147 | 0.5999 | 2065 | 0.7641 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7688 |
0.0177 | 0.6014 | 2070 | 0.7102 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7673 |
0.132 | 0.6028 | 2075 | 0.6875 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7649 |
0.0133 | 0.6043 | 2080 | 0.6417 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7612 |
0.016 | 0.6058 | 2085 | 0.5883 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7639 |
0.0386 | 0.6072 | 2090 | 0.5609 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7688 |
0.0285 | 0.6087 | 2095 | 0.5799 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7627 |
0.0798 | 0.6101 | 2100 | 0.6414 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7592 |
0.0539 | 0.6116 | 2105 | 0.7016 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7602 |
0.0408 | 0.6130 | 2110 | 0.7586 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7617 |
0.0234 | 0.6145 | 2115 | 0.7831 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7609 |
0.0787 | 0.6159 | 2120 | 0.7555 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7607 |
0.0289 | 0.6174 | 2125 | 0.7039 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7590 |
0.1577 | 0.6188 | 2130 | 0.7099 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7597 |
0.0974 | 0.6203 | 2135 | 0.7523 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7644 |
0.0798 | 0.6217 | 2140 | 0.7378 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7634 |
0.0771 | 0.6232 | 2145 | 0.7143 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7659 |
0.0499 | 0.6246 | 2150 | 0.7159 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7673 |
0.2846 | 0.6261 | 2155 | 0.7107 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7698 |
0.0189 | 0.6275 | 2160 | 0.6776 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7799 |
0.0415 | 0.6290 | 2165 | 0.6583 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7858 |
0.0111 | 0.6304 | 2170 | 0.6195 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7905 |
0.0179 | 0.6319 | 2175 | 0.6258 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7897 |
0.019 | 0.6334 | 2180 | 0.6456 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7912 |
0.0457 | 0.6348 | 2185 | 0.6648 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7870 |
0.0413 | 0.6363 | 2190 | 0.6701 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7848 |
0.0503 | 0.6377 | 2195 | 0.6872 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7863 |
0.0767 | 0.6392 | 2200 | 0.6891 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7865 |
0.0722 | 0.6406 | 2205 | 0.6786 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7863 |
0.0115 | 0.6421 | 2210 | 0.6891 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7855 |
0.0297 | 0.6435 | 2215 | 0.7419 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7885 |
0.0166 | 0.6450 | 2220 | 0.7466 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7946 |
0.0276 | 0.6464 | 2225 | 0.7310 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7917 |
0.036 | 0.6479 | 2230 | 0.6880 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7946 |
0.0046 | 0.6493 | 2235 | 0.6409 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7900 |
0.1629 | 0.6508 | 2240 | 0.6083 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.7900 |
0.0182 | 0.6522 | 2245 | 0.6068 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7838 |
0.0671 | 0.6537 | 2250 | 0.6307 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7885 |
0.0872 | 0.6551 | 2255 | 0.6781 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7870 |
0.0488 | 0.6566 | 2260 | 0.6987 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7895 |
0.0579 | 0.6580 | 2265 | 0.6932 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7838 |
0.0364 | 0.6595 | 2270 | 0.6964 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7843 |
0.0102 | 0.6610 | 2275 | 0.7128 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7833 |
0.0226 | 0.6624 | 2280 | 0.7253 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7828 |
0.0437 | 0.6639 | 2285 | 0.7432 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7759 |
0.0015 | 0.6653 | 2290 | 0.7602 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7747 |
0.0548 | 0.6668 | 2295 | 0.7534 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7681 |
0.0143 | 0.6682 | 2300 | 0.7568 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7609 |
0.1119 | 0.6697 | 2305 | 0.7781 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7668 |
0.0477 | 0.6711 | 2310 | 0.7948 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7705 |
0.0237 | 0.6726 | 2315 | 0.7604 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7779 |
0.1741 | 0.6740 | 2320 | 0.7237 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7782 |
0.0688 | 0.6755 | 2325 | 0.6924 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7806 |
0.0999 | 0.6769 | 2330 | 0.6682 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.7818 |
0.0353 | 0.6784 | 2335 | 0.6411 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7878 |
0.0302 | 0.6798 | 2340 | 0.6341 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7932 |
0.0097 | 0.6813 | 2345 | 0.6297 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7951 |
0.0172 | 0.6827 | 2350 | 0.6393 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7986 |
0.0322 | 0.6842 | 2355 | 0.6654 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7986 |
0.0077 | 0.6856 | 2360 | 0.6732 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8018 |
0.1225 | 0.6871 | 2365 | 0.6938 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0102 | 0.6886 | 2370 | 0.6841 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8028 |
0.0279 | 0.6900 | 2375 | 0.6555 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8013 |
0.0588 | 0.6915 | 2380 | 0.6305 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8005 |
0.0733 | 0.6929 | 2385 | 0.6122 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8000 |
0.0506 | 0.6944 | 2390 | 0.6129 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8005 |
0.1401 | 0.6958 | 2395 | 0.5992 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8000 |
0.0105 | 0.6973 | 2400 | 0.5928 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8000 |
0.0378 | 0.6987 | 2405 | 0.6121 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.7991 |
0.0127 | 0.7002 | 2410 | 0.6348 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.7991 |
0.0816 | 0.7016 | 2415 | 0.6340 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8023 |
0.0563 | 0.7031 | 2420 | 0.6266 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8074 |
0.0355 | 0.7045 | 2425 | 0.6289 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8052 |
0.0244 | 0.7060 | 2430 | 0.6385 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8057 |
0.0501 | 0.7074 | 2435 | 0.6352 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8079 |
0.0633 | 0.7089 | 2440 | 0.6328 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8079 |
0.0361 | 0.7103 | 2445 | 0.6365 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8057 |
0.0014 | 0.7118 | 2450 | 0.6414 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.5649 | 0.8062 |
0.0091 | 0.7132 | 2455 | 0.6565 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8057 |
0.1143 | 0.7147 | 2460 | 0.6711 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8035 |
0.0273 | 0.7162 | 2465 | 0.6990 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8020 |
0.0085 | 0.7176 | 2470 | 0.7357 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8008 |
0.1109 | 0.7191 | 2475 | 0.7510 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7988 |
0.1578 | 0.7205 | 2480 | 0.7362 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8008 |
0.0299 | 0.7220 | 2485 | 0.7268 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7978 |
0.0524 | 0.7234 | 2490 | 0.7229 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7988 |
0.0093 | 0.7249 | 2495 | 0.7336 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7981 |
0.03 | 0.7263 | 2500 | 0.7510 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7976 |
0.0757 | 0.7278 | 2505 | 0.7833 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7993 |
0.0741 | 0.7292 | 2510 | 0.7914 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7978 |
0.1271 | 0.7307 | 2515 | 0.7945 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8000 |
0.0139 | 0.7321 | 2520 | 0.7661 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8013 |
0.0087 | 0.7336 | 2525 | 0.7417 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.1192 | 0.7350 | 2530 | 0.7263 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7998 |
0.0049 | 0.7365 | 2535 | 0.7206 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8013 |
0.0379 | 0.7379 | 2540 | 0.7138 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7998 |
0.0648 | 0.7394 | 2545 | 0.7339 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7983 |
0.0687 | 0.7408 | 2550 | 0.7432 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8020 |
0.0082 | 0.7423 | 2555 | 0.7401 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8015 |
0.0435 | 0.7438 | 2560 | 0.7427 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8020 |
0.0352 | 0.7452 | 2565 | 0.7414 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8035 |
0.0364 | 0.7467 | 2570 | 0.7484 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8050 |
0.0276 | 0.7481 | 2575 | 0.7651 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8072 |
0.1351 | 0.7496 | 2580 | 0.7802 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8037 |
0.0105 | 0.7510 | 2585 | 0.7607 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8074 |
0.0408 | 0.7525 | 2590 | 0.7339 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8035 |
0.094 | 0.7539 | 2595 | 0.7388 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8037 |
0.0172 | 0.7554 | 2600 | 0.7453 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8040 |
0.0465 | 0.7568 | 2605 | 0.7724 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8052 |
0.0801 | 0.7583 | 2610 | 0.7865 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8037 |
0.0023 | 0.7597 | 2615 | 0.7828 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8020 |
0.0029 | 0.7612 | 2620 | 0.7714 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7996 |
0.0144 | 0.7626 | 2625 | 0.7557 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0039 | 0.7641 | 2630 | 0.7510 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7966 |
0.0114 | 0.7655 | 2635 | 0.7201 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7983 |
0.0093 | 0.7670 | 2640 | 0.7029 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7978 |
0.0518 | 0.7684 | 2645 | 0.7036 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7971 |
0.0393 | 0.7699 | 2650 | 0.7023 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7983 |
0.0732 | 0.7714 | 2655 | 0.7081 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7996 |
0.0318 | 0.7728 | 2660 | 0.6997 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7991 |
0.0121 | 0.7743 | 2665 | 0.6844 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7986 |
0.0093 | 0.7757 | 2670 | 0.6805 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7983 |
0.0037 | 0.7772 | 2675 | 0.6945 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7983 |
0.0442 | 0.7786 | 2680 | 0.7047 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7983 |
0.0575 | 0.7801 | 2685 | 0.7247 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8020 |
0.0267 | 0.7815 | 2690 | 0.7479 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7978 |
0.1367 | 0.7830 | 2695 | 0.7594 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7981 |
0.1323 | 0.7844 | 2700 | 0.7534 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7993 |
0.0671 | 0.7859 | 2705 | 0.7198 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7991 |
0.0416 | 0.7873 | 2710 | 0.6935 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7998 |
0.0123 | 0.7888 | 2715 | 0.6857 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.8023 |
0.0079 | 0.7902 | 2720 | 0.6852 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8050 |
0.0479 | 0.7917 | 2725 | 0.6906 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0055 | 0.7931 | 2730 | 0.6914 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7993 |
0.0116 | 0.7946 | 2735 | 0.6990 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7964 |
0.0068 | 0.7960 | 2740 | 0.6875 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7966 |
0.0373 | 0.7975 | 2745 | 0.6776 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7964 |
0.0395 | 0.7990 | 2750 | 0.6826 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7959 |
0.0485 | 0.8004 | 2755 | 0.6927 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7966 |
0.0955 | 0.8019 | 2760 | 0.6885 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.7991 |
0.004 | 0.8033 | 2765 | 0.7102 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.5433 | 0.7964 |
0.0094 | 0.8048 | 2770 | 0.7237 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7981 |
0.0736 | 0.8062 | 2775 | 0.7437 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7951 |
0.0229 | 0.8077 | 2780 | 0.7490 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7966 |
0.0524 | 0.8091 | 2785 | 0.7576 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7969 |
0.0646 | 0.8106 | 2790 | 0.7594 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7946 |
0.1032 | 0.8120 | 2795 | 0.7654 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7949 |
0.011 | 0.8135 | 2800 | 0.7656 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7969 |
0.0146 | 0.8149 | 2805 | 0.7563 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7937 |
0.0373 | 0.8164 | 2810 | 0.7464 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7986 |
0.0176 | 0.8178 | 2815 | 0.7380 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7937 |
0.0045 | 0.8193 | 2820 | 0.7263 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7941 |
0.0263 | 0.8207 | 2825 | 0.7182 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7914 |
0.0716 | 0.8222 | 2830 | 0.7281 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7914 |
0.0054 | 0.8236 | 2835 | 0.7323 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7939 |
0.0033 | 0.8251 | 2840 | 0.7354 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.7934 |
0.0458 | 0.8266 | 2845 | 0.7320 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7924 |
0.0058 | 0.8280 | 2850 | 0.7401 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7964 |
0.0067 | 0.8295 | 2855 | 0.7510 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7956 |
0.0362 | 0.8309 | 2860 | 0.7656 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7946 |
0.0027 | 0.8324 | 2865 | 0.7615 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7971 |
0.0476 | 0.8338 | 2870 | 0.7568 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7969 |
0.0027 | 0.8353 | 2875 | 0.7568 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7973 |
0.0106 | 0.8367 | 2880 | 0.7643 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7966 |
0.0243 | 0.8382 | 2885 | 0.7633 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7988 |
0.0117 | 0.8396 | 2890 | 0.7534 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7986 |
0.0135 | 0.8411 | 2895 | 0.7523 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7981 |
0.0832 | 0.8425 | 2900 | 0.7479 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7983 |
0.1062 | 0.8440 | 2905 | 0.7443 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7998 |
0.0131 | 0.8454 | 2910 | 0.7380 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7986 |
0.0276 | 0.8469 | 2915 | 0.7336 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7996 |
0.0326 | 0.8483 | 2920 | 0.7346 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7981 |
0.0184 | 0.8498 | 2925 | 0.7258 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0019 | 0.8512 | 2930 | 0.7255 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.0183 | 0.8527 | 2935 | 0.7263 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.0131 | 0.8542 | 2940 | 0.7221 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7996 |
0.0814 | 0.8556 | 2945 | 0.7240 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7996 |
0.0382 | 0.8571 | 2950 | 0.7266 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7986 |
0.0667 | 0.8585 | 2955 | 0.7336 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8013 |
0.0989 | 0.8600 | 2960 | 0.7409 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8005 |
0.0718 | 0.8614 | 2965 | 0.7492 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.0354 | 0.8629 | 2970 | 0.7560 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0038 | 0.8643 | 2975 | 0.7570 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7986 |
0.031 | 0.8658 | 2980 | 0.7523 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7981 |
0.0029 | 0.8672 | 2985 | 0.7529 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7978 |
0.0024 | 0.8687 | 2990 | 0.7508 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7991 |
0.043 | 0.8701 | 2995 | 0.7505 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7986 |
0.0448 | 0.8716 | 3000 | 0.7461 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7983 |
0.2452 | 0.8730 | 3005 | 0.7430 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7981 |
0.0363 | 0.8745 | 3010 | 0.7344 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7978 |
0.0132 | 0.8759 | 3015 | 0.7312 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7969 |
0.1542 | 0.8774 | 3020 | 0.7297 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7964 |
0.0443 | 0.8788 | 3025 | 0.7333 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7993 |
0.0119 | 0.8803 | 3030 | 0.7398 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7978 |
0.1177 | 0.8818 | 3035 | 0.7453 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7998 |
0.027 | 0.8832 | 3040 | 0.7474 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7986 |
0.0057 | 0.8847 | 3045 | 0.7531 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7998 |
0.057 | 0.8861 | 3050 | 0.7510 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8005 |
0.0193 | 0.8876 | 3055 | 0.7490 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0093 | 0.8890 | 3060 | 0.7471 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7983 |
0.0792 | 0.8905 | 3065 | 0.7451 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.0342 | 0.8919 | 3070 | 0.7424 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7978 |
0.0468 | 0.8934 | 3075 | 0.7451 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7988 |
0.0403 | 0.8948 | 3080 | 0.7440 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7988 |
0.0171 | 0.8963 | 3085 | 0.7464 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7988 |
0.0362 | 0.8977 | 3090 | 0.7461 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0079 | 0.8992 | 3095 | 0.7542 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8015 |
0.0287 | 0.9006 | 3100 | 0.7555 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7988 |
0.0351 | 0.9021 | 3105 | 0.7583 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8005 |
0.0723 | 0.9035 | 3110 | 0.7643 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.0148 | 0.9050 | 3115 | 0.7680 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7988 |
0.0664 | 0.9064 | 3120 | 0.7734 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8000 |
0.0073 | 0.9079 | 3125 | 0.7716 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.0048 | 0.9094 | 3130 | 0.7753 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8005 |
0.0196 | 0.9108 | 3135 | 0.7755 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7988 |
0.0358 | 0.9123 | 3140 | 0.7776 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7988 |
0.0214 | 0.9137 | 3145 | 0.7773 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7993 |
0.0462 | 0.9152 | 3150 | 0.7763 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.0432 | 0.9166 | 3155 | 0.7753 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8020 |
0.0225 | 0.9181 | 3160 | 0.7732 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8013 |
0.0755 | 0.9195 | 3165 | 0.7799 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8008 |
0.0804 | 0.9210 | 3170 | 0.7812 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8023 |
0.026 | 0.9224 | 3175 | 0.7820 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7998 |
0.0646 | 0.9239 | 3180 | 0.7826 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.0031 | 0.9253 | 3185 | 0.7844 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7991 |
0.0184 | 0.9268 | 3190 | 0.7820 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8028 |
0.0068 | 0.9282 | 3195 | 0.7867 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8015 |
0.0208 | 0.9297 | 3200 | 0.7875 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8013 |
0.0969 | 0.9311 | 3205 | 0.7854 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8018 |
0.0093 | 0.9326 | 3210 | 0.7854 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8000 |
0.0503 | 0.9340 | 3215 | 0.7862 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7981 |
0.0803 | 0.9355 | 3220 | 0.7852 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7993 |
0.0115 | 0.9370 | 3225 | 0.7846 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8008 |
0.0097 | 0.9384 | 3230 | 0.7828 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8015 |
0.0523 | 0.9399 | 3235 | 0.7828 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8018 |
0.0582 | 0.9413 | 3240 | 0.7880 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.0114 | 0.9428 | 3245 | 0.7867 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8030 |
0.0167 | 0.9442 | 3250 | 0.7865 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8020 |
0.029 | 0.9457 | 3255 | 0.7849 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8018 |
0.0625 | 0.9471 | 3260 | 0.7844 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8018 |
0.1205 | 0.9486 | 3265 | 0.7867 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8008 |
0.0283 | 0.9500 | 3270 | 0.7859 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8005 |
0.0266 | 0.9515 | 3275 | 0.7888 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8005 |
0.0226 | 0.9529 | 3280 | 0.7867 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0675 | 0.9544 | 3285 | 0.7875 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7983 |
0.0309 | 0.9558 | 3290 | 0.7896 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0233 | 0.9573 | 3295 | 0.7833 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8020 |
0.0706 | 0.9587 | 3300 | 0.7846 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8023 |
0.0099 | 0.9602 | 3305 | 0.7841 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7996 |
0.0223 | 0.9617 | 3310 | 0.7841 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8008 |
0.0141 | 0.9631 | 3315 | 0.7802 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8005 |
0.0434 | 0.9646 | 3320 | 0.7826 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8015 |
0.0721 | 0.9660 | 3325 | 0.7812 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8018 |
0.0081 | 0.9675 | 3330 | 0.7836 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7998 |
0.0414 | 0.9689 | 3335 | 0.7781 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8000 |
0.0431 | 0.9704 | 3340 | 0.7766 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0769 | 0.9718 | 3345 | 0.7781 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8015 |
0.0527 | 0.9733 | 3350 | 0.7784 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7991 |
0.0092 | 0.9747 | 3355 | 0.7776 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7991 |
0.0142 | 0.9762 | 3360 | 0.7755 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8013 |
0.0565 | 0.9776 | 3365 | 0.7771 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8005 |
0.0857 | 0.9791 | 3370 | 0.7763 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8015 |
0.0105 | 0.9805 | 3375 | 0.7789 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7996 |
0.0081 | 0.9820 | 3380 | 0.7747 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8010 |
0.0106 | 0.9834 | 3385 | 0.7740 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.01 | 0.9849 | 3390 | 0.7727 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8020 |
0.0157 | 0.9863 | 3395 | 0.7745 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8005 |
0.0055 | 0.9878 | 3400 | 0.7740 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8020 |
0.0096 | 0.9893 | 3405 | 0.7753 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7993 |
0.0137 | 0.9907 | 3410 | 0.7729 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8023 |
0.0632 | 0.9922 | 3415 | 0.7711 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8008 |
0.0138 | 0.9936 | 3420 | 0.7732 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8013 |
0.0043 | 0.9951 | 3425 | 0.7776 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.0861 | 0.9965 | 3430 | 0.7750 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8005 |
0.0058 | 0.9980 | 3435 | 0.7760 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8003 |
0.1043 | 0.9994 | 3440 | 0.7721 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8008 |
Framework versions
- PEFT 0.12.0
- Transformers 4.46.0
- Pytorch 2.4.0+cu118
- Datasets 3.0.0
- Tokenizers 0.20.1
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Model tree for Daewon0808/mmlu_onlyaugs_llama_lora
Base model
meta-llama/Llama-3.1-8B
Finetuned
meta-llama/Llama-3.1-8B-Instruct
Finetuned
Daewon0808/prm800k_llama_fulltune