v2-WtP-FT-6L-256BS-UD
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2493
- Precision: 0.4540
- Recall: 0.715
- F1: 0.5553
- Threshold: 0.054
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: 512
- eval_batch_size: 512
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 10
Training results
Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Threshold |
---|---|---|---|---|---|---|---|
No log | 4.07 | 500 | 0.1002 | 0.8 | 0.94 | 0.8644 | 0.091 |
No log | 4.07 | 500 | 0.1145 | 0.4678 | 0.835 | 0.5996 | 0.5 |
No log | 4.07 | 500 | 0.0962 | 0.7673 | 0.775 | 0.7711 | 0.0430 |
No log | 4.07 | 500 | 0.0845 | 0.7397 | 0.895 | 0.8100 | 0.4 |
No log | 4.07 | 500 | 0.1072 | 0.7919 | 0.875 | 0.8314 | 0.4 |
No log | 4.07 | 500 | 0.0266 | 0.9474 | 0.99 | 0.9682 | 0.6 |
No log | 4.07 | 500 | 0.0472 | 0.8170 | 0.9196 | 0.8652 | 0.2 |
No log | 4.07 | 500 | 0.0307 | 0.9343 | 0.995 | 0.9637 | 0.2 |
No log | 4.07 | 500 | 0.0362 | 0.9171 | 0.995 | 0.9544 | 0.3000 |
No log | 4.07 | 500 | 0.1361 | 0.7166 | 0.885 | 0.7919 | 0.075 |
No log | 4.07 | 500 | 0.0326 | 0.9336 | 0.985 | 0.9586 | 0.2 |
No log | 4.07 | 500 | 0.0522 | 0.8670 | 0.945 | 0.9043 | 0.8 |
No log | 4.07 | 500 | 0.0263 | 0.9476 | 0.995 | 0.9707 | 0.2 |
No log | 4.07 | 500 | 0.0546 | 0.9171 | 0.995 | 0.9544 | 0.7000 |
No log | 4.07 | 500 | 0.0432 | 0.9128 | 0.995 | 0.9522 | 0.078 |
No log | 4.07 | 500 | 0.0310 | 0.8839 | 0.99 | 0.9340 | 0.034 |
No log | 4.07 | 500 | 0.0369 | 0.8930 | 0.9746 | 0.9320 | 0.7000 |
No log | 4.07 | 500 | 0.0445 | 0.8905 | 0.935 | 0.9122 | 0.3000 |
No log | 4.07 | 500 | 0.1721 | 0.7957 | 0.7437 | 0.7688 | 0.035 |
No log | 4.07 | 500 | 0.0407 | 0.9091 | 1.0 | 0.9524 | 0.2 |
No log | 4.07 | 500 | 0.0317 | 0.9381 | 0.91 | 0.9239 | 0.8 |
No log | 4.07 | 500 | 0.1193 | 0.8806 | 0.885 | 0.8828 | 0.2 |
No log | 4.07 | 500 | 0.0224 | 0.9192 | 0.91 | 0.9146 | 0.041 |
No log | 4.07 | 500 | 0.0561 | 0.8371 | 0.9391 | 0.8852 | 0.092 |
No log | 4.07 | 500 | 0.0623 | 0.9155 | 0.975 | 0.9443 | 0.4 |
No log | 4.07 | 500 | 0.1334 | 0.7229 | 0.835 | 0.7749 | 0.2 |
No log | 4.07 | 500 | 0.0202 | 0.8864 | 0.9799 | 0.9308 | 0.7000 |
No log | 4.07 | 500 | 0.0463 | 0.9275 | 0.96 | 0.9435 | 0.9 |
No log | 4.07 | 500 | 0.0846 | 0.6888 | 0.83 | 0.7528 | 0.2 |
No log | 4.07 | 500 | 0.0340 | 0.9336 | 0.985 | 0.9586 | 0.4 |
No log | 4.07 | 500 | 0.0693 | 0.9104 | 0.915 | 0.9127 | 0.6 |
No log | 4.07 | 500 | 0.0481 | 0.9330 | 0.975 | 0.9535 | 0.7000 |
No log | 4.07 | 500 | 0.0959 | 0.8 | 0.86 | 0.8289 | 0.0180 |
No log | 4.07 | 500 | 0.0321 | 0.9417 | 0.97 | 0.9557 | 0.2 |
No log | 4.07 | 500 | 0.0251 | 0.9415 | 0.965 | 0.9531 | 0.7000 |
No log | 4.07 | 500 | 0.2579 | 0.7473 | 0.68 | 0.7120 | 0.023 |
No log | 4.07 | 500 | 0.0213 | 0.9065 | 0.97 | 0.9372 | 0.5 |
No log | 4.07 | 500 | 0.1055 | 0.8960 | 0.905 | 0.9005 | 0.2 |
No log | 4.07 | 500 | 0.1241 | 0.6141 | 0.7437 | 0.6727 | 0.084 |
No log | 4.07 | 500 | 0.1314 | 0.8245 | 0.775 | 0.7990 | 0.4 |
No log | 4.07 | 500 | 0.1550 | 0.7877 | 0.835 | 0.8107 | 0.092 |
No log | 4.07 | 500 | 0.0601 | 0.8204 | 0.845 | 0.8325 | 0.057 |
No log | 4.07 | 500 | 0.0929 | 0.8578 | 0.965 | 0.9082 | 0.024 |
No log | 4.07 | 500 | 0.0182 | 0.9303 | 0.9397 | 0.9350 | 0.066 |
No log | 4.07 | 500 | 0.0223 | 0.8369 | 0.975 | 0.9007 | 0.089 |
No log | 4.07 | 500 | 0.0092 | 0.9249 | 0.985 | 0.9540 | 0.6 |
No log | 4.07 | 500 | 0.0206 | 0.9387 | 0.995 | 0.9660 | 0.2 |
No log | 4.07 | 500 | 0.1204 | 0.7870 | 0.905 | 0.8419 | 0.4 |
No log | 4.07 | 500 | 0.0729 | 0.9608 | 0.98 | 0.9703 | 0.017 |
No log | 4.07 | 500 | 0.0620 | 0.9147 | 0.965 | 0.9392 | 0.035 |
No log | 4.07 | 500 | 0.0397 | 0.9415 | 0.965 | 0.9531 | 0.6 |
No log | 4.07 | 500 | 0.0129 | 0.8517 | 0.9036 | 0.8768 | 0.7000 |
No log | 4.07 | 500 | 0.1209 | 0.8118 | 0.69 | 0.7459 | 0.099 |
No log | 4.07 | 500 | 0.1203 | 0.7902 | 0.81 | 0.8000 | 0.3000 |
No log | 4.07 | 500 | 0.0425 | 0.9213 | 0.995 | 0.9567 | 0.7000 |
No log | 4.07 | 500 | 0.0364 | 0.9479 | 1.0 | 0.9732 | 0.6 |
No log | 4.07 | 500 | 0.1842 | 0.6696 | 0.77 | 0.7163 | 0.2 |
No log | 4.07 | 500 | 0.0274 | 0.9507 | 0.965 | 0.9578 | 0.9 |
No log | 4.07 | 500 | 0.2837 | 0.6397 | 0.87 | 0.7373 | 0.032 |
No log | 4.07 | 500 | 0.0237 | 0.9431 | 0.995 | 0.9684 | 0.6 |
No log | 4.07 | 500 | 0.0224 | 0.9794 | 0.95 | 0.9645 | 0.9 |
No log | 4.07 | 500 | 0.0118 | 0.9343 | 0.925 | 0.9296 | 0.8 |
No log | 4.07 | 500 | 0.1182 | 0.8364 | 0.895 | 0.8647 | 0.0430 |
No log | 4.07 | 500 | 0.0181 | 0.9517 | 0.985 | 0.9681 | 0.8 |
No log | 4.07 | 500 | 0.0448 | 0.9087 | 0.995 | 0.9499 | 0.058 |
No log | 4.07 | 500 | 0.0378 | 0.8884 | 0.955 | 0.9205 | 0.9 |
No log | 4.07 | 500 | 0.0280 | 0.9561 | 0.98 | 0.9679 | 0.9 |
No log | 4.07 | 500 | 0.0143 | 0.9567 | 0.995 | 0.9755 | 0.4 |
No log | 4.07 | 500 | 0.0805 | 0.6746 | 0.85 | 0.7522 | 0.064 |
No log | 4.07 | 500 | 0.1277 | 0.8621 | 0.75 | 0.8021 | 0.3000 |
No log | 4.07 | 500 | 0.0401 | 0.8860 | 0.855 | 0.8702 | 0.7000 |
No log | 4.07 | 500 | 0.1072 | 0.6414 | 0.93 | 0.7592 | 0.062 |
No log | 4.07 | 500 | 0.0396 | 0.9381 | 0.985 | 0.9610 | 0.6 |
No log | 4.07 | 500 | 0.0588 | 0.8904 | 0.975 | 0.9308 | 0.6 |
No log | 4.07 | 500 | 0.0821 | 0.6372 | 0.72 | 0.6761 | 0.3000 |
No log | 4.07 | 500 | 0.0718 | 0.7393 | 0.95 | 0.8315 | 0.084 |
No log | 4.07 | 500 | 0.0500 | 0.9286 | 0.975 | 0.9512 | 0.021 |
No log | 4.07 | 500 | 0.0332 | 0.9389 | 0.845 | 0.8895 | 0.5 |
No log | 4.07 | 500 | 0.1660 | 0.6223 | 0.865 | 0.7238 | 0.09 |
No log | 4.07 | 500 | 0.0972 | 0.7678 | 0.81 | 0.7883 | 0.023 |
No log | 4.07 | 500 | 0.0549 | 0.8173 | 0.8131 | 0.8152 | 0.4 |
No log | 4.07 | 500 | 0.1175 | 0.8161 | 0.91 | 0.8605 | 0.092 |
No log | 4.07 | 500 | 0.2597 | 0.5894 | 0.725 | 0.6502 | 0.2 |
No log | 4.07 | 500 | 0.0783 | 0.5257 | 0.715 | 0.6059 | 0.7000 |
No log | 4.07 | 500 | 0.1270 | 0.5837 | 0.75 | 0.6565 | 0.0730 |
No log | 4.07 | 500 | 0.0562 | 0.6549 | 0.835 | 0.7341 | 0.3000 |
No log | 4.07 | 500 | 0.1949 | 0.5229 | 0.685 | 0.5931 | 0.5 |
No log | 4.07 | 500 | 0.1777 | 0.6485 | 0.775 | 0.7062 | 0.4 |
No log | 4.07 | 500 | 0.1128 | 0.6027 | 0.2211 | 0.3235 | 0.8 |
No log | 4.07 | 500 | 0.1114 | 0.6329 | 0.75 | 0.6865 | 0.2 |
No log | 4.07 | 500 | 0.1264 | 0.7396 | 0.625 | 0.6775 | 0.8 |
No log | 4.07 | 500 | 0.2318 | 0.5662 | 0.62 | 0.5919 | 0.2 |
No log | 4.07 | 500 | 0.0974 | 0.6837 | 0.735 | 0.7084 | 0.4 |
No log | 4.07 | 500 | 0.0850 | 0.6394 | 0.665 | 0.6520 | 0.6 |
No log | 4.07 | 500 | 0.1156 | 0.5657 | 0.84 | 0.6761 | 0.098 |
No log | 4.07 | 500 | 0.1355 | 0.7446 | 0.86 | 0.7981 | 0.3000 |
No log | 4.07 | 500 | 0.1131 | 0.7489 | 0.82 | 0.7828 | 0.4 |
No log | 4.07 | 500 | 0.1119 | 0.5468 | 0.76 | 0.6360 | 0.085 |
No log | 4.07 | 500 | 0.1207 | 0.5220 | 0.7739 | 0.6235 | 0.6 |
No log | 4.07 | 500 | 0.1101 | 0.4622 | 0.765 | 0.5763 | 0.095 |
No log | 4.07 | 500 | 0.1868 | 0.4870 | 0.84 | 0.6165 | 0.007 |
No log | 4.07 | 500 | 0.1367 | 0.7177 | 0.75 | 0.7335 | 0.7000 |
No log | 4.07 | 500 | 0.0903 | 0.6415 | 0.68 | 0.6602 | 0.4 |
No log | 4.07 | 500 | 0.2684 | 0.6171 | 0.83 | 0.7079 | 0.061 |
No log | 4.07 | 500 | 0.0666 | 0.6106 | 0.69 | 0.6479 | 0.082 |
No log | 4.07 | 500 | 0.1162 | 0.5796 | 0.6650 | 0.6194 | 0.2 |
No log | 4.07 | 500 | 0.1590 | 0.6062 | 0.885 | 0.7195 | 0.064 |
No log | 4.07 | 500 | 0.1676 | 0.6266 | 0.495 | 0.5531 | 0.4 |
No log | 4.07 | 500 | 0.1129 | 0.4820 | 0.535 | 0.5071 | 0.007 |
No log | 4.07 | 500 | 0.1639 | 0.5185 | 0.91 | 0.6606 | 0.1 |
No log | 4.07 | 500 | 0.1002 | 0.6 | 0.48 | 0.5333 | 0.3000 |
No log | 4.07 | 500 | 0.1273 | 0.6218 | 0.74 | 0.6758 | 0.2 |
No log | 4.07 | 500 | 0.1430 | 0.7486 | 0.685 | 0.7154 | 0.6 |
No log | 4.07 | 500 | 0.2288 | 0.5323 | 0.825 | 0.6471 | 0.065 |
No log | 4.07 | 500 | 0.1861 | 0.4377 | 0.72 | 0.5444 | 0.028 |
No log | 4.07 | 500 | 0.2578 | 0.6818 | 0.525 | 0.5932 | 0.033 |
No log | 4.07 | 500 | 0.1330 | 0.5426 | 0.765 | 0.6349 | 0.2 |
No log | 4.07 | 500 | 0.3809 | 0.5310 | 0.77 | 0.6286 | 0.001 |
No log | 4.07 | 500 | 0.1268 | 0.2136 | 0.69 | 0.3262 | 0.063 |
No log | 4.07 | 500 | 0.2217 | 0.6692 | 0.89 | 0.7639 | 0.077 |
No log | 4.07 | 500 | 0.1048 | 0.6603 | 0.5176 | 0.5803 | 0.3000 |
No log | 4.07 | 500 | 0.2124 | 0.7179 | 0.56 | 0.6292 | 0.5 |
No log | 4.07 | 500 | 0.1585 | 0.6722 | 0.81 | 0.7347 | 0.074 |
No log | 4.07 | 500 | 0.0957 | 0.5943 | 0.63 | 0.6117 | 0.2 |
No log | 4.07 | 500 | 0.2199 | 0.6263 | 0.88 | 0.7318 | 0.095 |
No log | 4.07 | 500 | 0.0858 | 0.5270 | 0.6382 | 0.5773 | 0.6 |
No log | 4.07 | 500 | 0.0911 | 0.5327 | 0.57 | 0.5507 | 0.7000 |
No log | 4.07 | 500 | 0.0624 | 0.4711 | 0.57 | 0.5158 | 0.3000 |
No log | 4.07 | 500 | 0.1240 | 0.6059 | 0.815 | 0.6951 | 0.3000 |
No log | 4.07 | 500 | 0.1171 | 0.5317 | 0.67 | 0.5929 | 0.2 |
No log | 4.07 | 500 | 0.1534 | 0.7915 | 0.93 | 0.8552 | 0.0720 |
No log | 4.07 | 500 | 0.1666 | 0.6579 | 0.5 | 0.5682 | 0.2 |
No log | 4.07 | 500 | 0.2212 | 0.5781 | 0.74 | 0.6491 | 0.099 |
No log | 4.07 | 500 | 0.0524 | 0.4664 | 0.5578 | 0.5080 | 0.0880 |
No log | 4.07 | 500 | 0.1668 | 0.45 | 0.405 | 0.4263 | 0.094 |
No log | 4.07 | 500 | 0.3188 | 0.3032 | 0.72 | 0.4267 | 0.021 |
No log | 4.07 | 500 | 0.1337 | 0.7243 | 0.775 | 0.7488 | 0.8 |
No log | 4.07 | 500 | 0.1321 | 0.7039 | 0.82 | 0.7575 | 0.2 |
No log | 4.07 | 500 | 0.2232 | 0.5413 | 0.59 | 0.5646 | 0.2 |
No log | 4.07 | 500 | 0.1252 | 0.6300 | 0.715 | 0.6698 | 0.3000 |
No log | 4.07 | 500 | 0.2714 | 0.6546 | 0.815 | 0.7261 | 0.083 |
No log | 4.07 | 500 | 0.1052 | 0.6082 | 0.745 | 0.6697 | 0.5 |
No log | 4.07 | 500 | 0.1422 | 0.6371 | 0.79 | 0.7054 | 0.2 |
No log | 4.07 | 500 | 0.0520 | 0.5911 | 0.73 | 0.6532 | 0.6 |
No log | 4.07 | 500 | 0.2465 | 0.4896 | 0.705 | 0.5779 | 0.0190 |
No log | 4.07 | 500 | 0.1057 | 0.5571 | 0.78 | 0.65 | 0.4 |
No log | 4.07 | 500 | 0.1355 | 0.5738 | 0.7 | 0.6306 | 0.2 |
No log | 4.07 | 500 | 0.0961 | 0.5878 | 0.72 | 0.6472 | 0.4 |
No log | 4.07 | 500 | 0.1681 | 0.5305 | 0.825 | 0.6458 | 0.092 |
No log | 4.07 | 500 | 0.1136 | 0.6756 | 0.76 | 0.7153 | 0.2 |
No log | 4.07 | 500 | 0.1382 | 0.5474 | 0.375 | 0.4451 | 0.3000 |
No log | 4.07 | 500 | 0.2398 | 0.5110 | 0.58 | 0.5433 | 0.2 |
No log | 4.07 | 500 | 0.0790 | 0.5648 | 0.61 | 0.5865 | 0.3000 |
No log | 4.07 | 500 | 0.1124 | 0.6386 | 0.91 | 0.7505 | 0.095 |
No log | 4.07 | 500 | 0.2083 | 0.6781 | 0.79 | 0.7298 | 0.042 |
No log | 4.07 | 500 | 0.1189 | 0.6008 | 0.745 | 0.6652 | 0.4 |
No log | 4.07 | 500 | 0.0677 | 0.6280 | 0.65 | 0.6388 | 0.5 |
No log | 4.07 | 500 | 0.0517 | 0.6133 | 0.785 | 0.6886 | 0.5 |
No log | 4.07 | 500 | 0.2658 | 0.5534 | 0.725 | 0.6277 | 0.029 |
No log | 4.07 | 500 | 0.0985 | 0.4481 | 0.54 | 0.4898 | 0.4 |
No log | 4.07 | 500 | 0.2546 | 0.5793 | 0.785 | 0.6667 | 0.2 |
No log | 4.07 | 500 | 0.1756 | 0.2905 | 0.7 | 0.4106 | 0.005 |
No log | 4.07 | 500 | 0.1191 | 0.3289 | 0.8687 | 0.4771 | 0.033 |
No log | 4.07 | 500 | 0.1853 | 0.5169 | 0.84 | 0.64 | 0.083 |
No log | 4.07 | 500 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.006 |
No log | 4.07 | 500 | 0.0105 | 0.7479 | 0.9188 | 0.8246 | 0.3000 |
No log | 4.07 | 500 | 0.0048 | 0.9412 | 0.96 | 0.9505 | 0.6 |
No log | 4.07 | 500 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.049 |
No log | 4.07 | 500 | 0.0021 | 1.0 | 1.0 | 1.0 | 0.6 |
No log | 4.07 | 500 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.7000 |
No log | 4.07 | 500 | 0.0039 | 0.9947 | 1.0 | 0.9973 | 0.001 |
No log | 4.07 | 500 | 0.0029 | 0.9803 | 0.995 | 0.9876 | 0.4 |
No log | 4.07 | 500 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.004 |
No log | 4.07 | 500 | 0.0013 | 1.0 | 0.99 | 0.9950 | 0.5 |
No log | 4.07 | 500 | 0.0009 | 0.9950 | 1.0 | 0.9975 | 0.3000 |
No log | 4.07 | 500 | 0.0050 | 0.9849 | 0.98 | 0.9825 | 0.078 |
No log | 4.07 | 500 | 0.0163 | 1.0 | 0.92 | 0.9583 | 0.6 |
No log | 4.07 | 500 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.035 |
No log | 4.07 | 500 | 0.0089 | 1.0 | 0.92 | 0.9583 | 0.7000 |
No log | 4.07 | 500 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.005 |
No log | 4.07 | 500 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.028 |
No log | 4.07 | 500 | 0.0033 | 0.9899 | 0.985 | 0.9875 | 0.4 |
No log | 4.07 | 500 | 0.0024 | 0.9755 | 0.995 | 0.9851 | 0.007 |
No log | 4.07 | 500 | 0.0017 | 0.9852 | 1.0 | 0.9926 | 0.2 |
No log | 4.07 | 500 | 0.0414 | 0.8830 | 0.83 | 0.8557 | 0.5 |
No log | 4.07 | 500 | 0.0007 | 0.9950 | 1.0 | 0.9975 | 0.0130 |
No log | 4.07 | 500 | 0.0024 | 0.9899 | 0.98 | 0.9849 | 0.7000 |
No log | 4.07 | 500 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.02 |
No log | 4.07 | 500 | 0.0003 | 0.9950 | 1.0 | 0.9975 | 0.2 |
No log | 4.07 | 500 | 0.0024 | 0.9900 | 0.995 | 0.9925 | 0.3000 |
No log | 4.07 | 500 | 0.0041 | 0.9900 | 0.995 | 0.9925 | 0.035 |
No log | 4.07 | 500 | 0.0078 | 0.9502 | 0.955 | 0.9526 | 0.8 |
No log | 4.07 | 500 | 0.0021 | 0.9901 | 1.0 | 0.9950 | 0.056 |
No log | 4.07 | 500 | 0.0233 | 1.0 | 0.94 | 0.9691 | 0.2 |
No log | 4.07 | 500 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.032 |
No log | 4.07 | 500 | 0.0003 | 1.0 | 1.0 | 1.0 | 0.6 |
No log | 4.07 | 500 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.006 |
No log | 4.07 | 500 | 0.0054 | 0.9900 | 0.995 | 0.9925 | 0.7000 |
No log | 4.07 | 500 | 0.0068 | 0.9567 | 0.995 | 0.9755 | 0.007 |
No log | 4.07 | 500 | 0.0003 | 1.0 | 1.0 | 1.0 | 0.4 |
No log | 4.07 | 500 | 0.0024 | 1.0 | 1.0 | 1.0 | 0.8 |
No log | 4.07 | 500 | 0.0048 | 0.9336 | 0.985 | 0.9586 | 0.2 |
No log | 4.07 | 500 | 0.0090 | 0.9431 | 0.995 | 0.9684 | 0.033 |
No log | 4.07 | 500 | 0.0025 | 0.99 | 0.99 | 0.99 | 0.9 |
No log | 4.07 | 500 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.001 |
No log | 4.07 | 500 | 0.0007 | 1.0 | 0.995 | 0.9975 | 0.6 |
No log | 4.07 | 500 | 0.0021 | 0.9949 | 0.985 | 0.9899 | 0.2 |
No log | 4.07 | 500 | 0.0188 | 0.9130 | 0.945 | 0.9287 | 0.6 |
No log | 4.07 | 500 | 0.0004 | 0.9950 | 1.0 | 0.9975 | 0.3000 |
No log | 4.07 | 500 | 0.0020 | 0.99 | 0.99 | 0.99 | 0.6 |
No log | 4.07 | 500 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.001 |
No log | 4.07 | 500 | 0.0003 | 0.9950 | 1.0 | 0.9975 | 0.058 |
No log | 4.07 | 500 | 0.0085 | 0.9659 | 0.99 | 0.9778 | 0.6 |
No log | 4.07 | 500 | 0.0003 | 1.0 | 1.0 | 1.0 | 0.4 |
No log | 4.07 | 500 | 0.0271 | 0.8249 | 0.895 | 0.8585 | 0.3000 |
No log | 4.07 | 500 | 0.0003 | 1.0 | 1.0 | 1.0 | 0.006 |
No log | 4.07 | 500 | 0.0012 | 0.9900 | 0.995 | 0.9925 | 0.7000 |
No log | 4.07 | 500 | 0.0009 | 0.9901 | 1.0 | 0.9950 | 0.068 |
No log | 4.07 | 500 | 0.0012 | 0.995 | 0.995 | 0.995 | 0.5 |
No log | 4.07 | 500 | 0.0250 | 0.7944 | 0.985 | 0.8795 | 0.3000 |
No log | 4.07 | 500 | 0.0035 | 1.0 | 0.985 | 0.9924 | 0.3000 |
No log | 4.07 | 500 | 0.0265 | 0.8985 | 0.885 | 0.8917 | 0.7000 |
No log | 4.07 | 500 | 0.0249 | 0.6753 | 0.6650 | 0.6701 | 0.3000 |
No log | 4.07 | 500 | 0.0439 | 0.6355 | 0.68 | 0.6570 | 0.8 |
No log | 4.07 | 500 | 0.1305 | 0.6961 | 0.63 | 0.6614 | 0.8 |
No log | 4.07 | 500 | 0.1844 | 0.3733 | 0.5 | 0.4275 | 0.2 |
No log | 4.07 | 500 | 0.0302 | 0.6833 | 0.755 | 0.7173 | 0.4 |
No log | 4.07 | 500 | 0.1324 | 0.7801 | 0.7926 | 0.7863 | 0.3000 |
No log | 4.07 | 500 | 0.1011 | 0.5802 | 0.76 | 0.6580 | 0.5 |
No log | 4.07 | 500 | 0.0582 | 0.7424 | 0.735 | 0.7387 | 0.3000 |
No log | 4.07 | 500 | 0.0702 | 0.6986 | 0.73 | 0.7139 | 0.5 |
No log | 4.07 | 500 | 0.0682 | 0.8333 | 0.75 | 0.7895 | 0.8 |
No log | 4.07 | 500 | 0.0450 | 0.6371 | 0.79 | 0.7054 | 0.2 |
No log | 4.07 | 500 | 0.1157 | 0.5598 | 0.655 | 0.6037 | 0.7000 |
No log | 4.07 | 500 | 0.0507 | 0.5348 | 0.73 | 0.6173 | 0.1 |
No log | 4.07 | 500 | 0.1466 | 0.5662 | 0.62 | 0.5919 | 0.9 |
No log | 4.07 | 500 | 0.1030 | 0.5578 | 0.7 | 0.6208 | 0.2 |
No log | 4.07 | 500 | 0.0205 | 0.9317 | 0.955 | 0.9432 | 0.2 |
No log | 4.07 | 500 | 0.0875 | 0.6561 | 0.725 | 0.6888 | 0.7000 |
No log | 4.07 | 500 | 0.0686 | 0.5130 | 0.69 | 0.5885 | 0.3000 |
No log | 4.07 | 500 | 0.0762 | 0.7151 | 0.6212 | 0.6649 | 0.2 |
No log | 4.07 | 500 | 0.0849 | 0.7163 | 0.7487 | 0.7322 | 0.3000 |
No log | 4.07 | 500 | 0.0572 | 0.6150 | 0.695 | 0.6526 | 0.3000 |
No log | 4.07 | 500 | 0.0556 | 0.6085 | 0.785 | 0.6856 | 0.6 |
No log | 4.07 | 500 | 0.0462 | 0.7546 | 0.815 | 0.7837 | 0.0600 |
No log | 4.07 | 500 | 0.0755 | 0.4848 | 0.56 | 0.5197 | 0.5 |
No log | 4.07 | 500 | 0.0809 | 0.5990 | 0.62 | 0.6093 | 0.7000 |
No log | 4.07 | 500 | 0.0716 | 0.5887 | 0.73 | 0.6518 | 0.3000 |
No log | 4.07 | 500 | 0.1119 | 0.5580 | 0.385 | 0.4556 | 0.016 |
No log | 4.07 | 500 | 0.0681 | 0.5620 | 0.68 | 0.6154 | 0.3000 |
No log | 4.07 | 500 | 0.0982 | 0.8182 | 0.72 | 0.7660 | 0.046 |
No log | 4.07 | 500 | 0.1035 | 0.5845 | 0.64 | 0.6110 | 0.2 |
No log | 4.07 | 500 | 0.0419 | 0.9330 | 0.905 | 0.9188 | 0.8 |
No log | 4.07 | 500 | 0.0024 | 0.9950 | 0.99 | 0.9925 | 0.3000 |
No log | 4.07 | 500 | 0.1196 | 0.7588 | 0.755 | 0.7569 | 0.047 |
No log | 4.07 | 500 | 0.0880 | 0.5 | 0.66 | 0.5690 | 0.6 |
No log | 4.07 | 500 | 0.1023 | 0.5098 | 0.65 | 0.5714 | 0.6 |
No log | 4.07 | 500 | 0.2601 | 0.4118 | 0.4468 | 0.4286 | 0.0300 |
No log | 4.07 | 500 | 0.0788 | 0.4733 | 0.575 | 0.5192 | 0.011 |
No log | 4.07 | 500 | 0.0764 | 0.6898 | 0.745 | 0.7163 | 0.8 |
No log | 4.07 | 500 | 0.0796 | 0.7053 | 0.73 | 0.7174 | 0.5 |
No log | 4.07 | 500 | 0.0659 | 0.8654 | 0.9 | 0.8824 | 0.9 |
No log | 4.07 | 500 | 0.0910 | 0.6376 | 0.73 | 0.6807 | 0.7000 |
No log | 4.07 | 500 | 0.0909 | 0.4541 | 0.42 | 0.4364 | 0.0720 |
No log | 4.07 | 500 | 0.1257 | 0.4618 | 0.695 | 0.5549 | 0.3000 |
No log | 4.07 | 500 | 0.0688 | 0.5559 | 0.845 | 0.6706 | 0.3000 |
No log | 4.07 | 500 | 0.0527 | 0.6806 | 0.65 | 0.6650 | 0.6 |
No log | 4.07 | 500 | 0.0319 | 0.8305 | 0.8167 | 0.8235 | 0.6 |
No log | 4.07 | 500 | 0.0537 | 0.5604 | 0.765 | 0.6469 | 0.3000 |
No log | 4.07 | 500 | 0.0648 | 0.7103 | 0.76 | 0.7343 | 0.4 |
No log | 4.07 | 500 | 0.0220 | 0.8036 | 0.75 | 0.7759 | 0.3000 |
No log | 4.07 | 500 | 0.0295 | 0.7870 | 0.905 | 0.8419 | 0.4 |
No log | 4.07 | 500 | 0.0886 | 0.7962 | 0.84 | 0.8175 | 0.099 |
No log | 4.07 | 500 | 0.0974 | 0.4364 | 0.6 | 0.5053 | 0.6 |
No log | 4.07 | 500 | 0.0061 | 0.9604 | 0.97 | 0.9652 | 0.5 |
No log | 4.07 | 500 | 0.1781 | 0.5242 | 0.595 | 0.5574 | 0.048 |
No log | 4.07 | 500 | 0.0518 | 0.8906 | 0.285 | 0.4318 | 0.8 |
No log | 4.07 | 500 | 0.0857 | 0.4294 | 0.745 | 0.5448 | 0.3000 |
No log | 4.07 | 500 | 0.1777 | 0.5632 | 0.78 | 0.6541 | 0.2 |
No log | 4.07 | 500 | 0.1314 | 0.5248 | 0.795 | 0.6322 | 0.5 |
No log | 4.07 | 500 | 0.1295 | 0.5 | 0.695 | 0.5816 | 0.029 |
No log | 4.07 | 500 | 0.1552 | 0.7609 | 0.7 | 0.7292 | 0.2 |
No log | 4.07 | 500 | 0.1124 | 0.6020 | 0.59 | 0.5960 | 0.8 |
No log | 4.07 | 500 | 0.1049 | 0.5247 | 0.69 | 0.5961 | 0.4 |
No log | 4.07 | 500 | 0.0873 | 0.7097 | 0.2211 | 0.3372 | 0.9 |
No log | 4.07 | 500 | 0.1037 | 0.5785 | 0.645 | 0.6099 | 0.2 |
No log | 4.07 | 500 | 0.0830 | 0.5938 | 0.6909 | 0.6387 | 0.3000 |
No log | 4.07 | 500 | 0.0831 | 0.695 | 0.695 | 0.695 | 0.6 |
No log | 4.07 | 500 | 0.0831 | 0.695 | 0.695 | 0.695 | 0.6 |
No log | 4.07 | 500 | 0.0832 | 0.5397 | 0.85 | 0.6602 | 0.063 |
No log | 4.07 | 500 | 0.1144 | 0.6931 | 0.7 | 0.6965 | 0.8 |
No log | 4.07 | 500 | 0.0944 | 0.4861 | 0.785 | 0.6004 | 0.024 |
No log | 4.07 | 500 | 0.1116 | 0.5728 | 0.59 | 0.5813 | 0.4 |
No log | 4.07 | 500 | 0.1278 | 0.5519 | 0.585 | 0.5680 | 0.2 |
No log | 4.07 | 500 | 0.0969 | 0.5290 | 0.775 | 0.6288 | 0.079 |
No log | 4.07 | 500 | 0.1218 | 0.6316 | 0.78 | 0.6980 | 0.7000 |
No log | 4.07 | 500 | 0.1890 | 0.3972 | 0.705 | 0.5081 | 0.0590 |
No log | 4.07 | 500 | 0.1163 | 0.7044 | 0.715 | 0.7097 | 0.089 |
No log | 4.07 | 500 | 0.1474 | 0.6632 | 0.63 | 0.6462 | 0.4 |
No log | 4.07 | 500 | 0.0864 | 0.5356 | 0.79 | 0.6384 | 0.093 |
No log | 4.07 | 500 | 0.0864 | 0.5356 | 0.79 | 0.6384 | 0.093 |
No log | 4.07 | 500 | 0.0695 | 0.6897 | 0.4348 | 0.5333 | 0.4 |
No log | 4.07 | 500 | 0.0695 | 0.6897 | 0.4348 | 0.5333 | 0.4 |
No log | 4.07 | 500 | 0.0961 | 0.5309 | 0.73 | 0.6147 | 0.068 |
No log | 4.07 | 500 | 0.0538 | 0.4601 | 0.49 | 0.4746 | 0.5 |
No log | 4.07 | 500 | 0.0875 | 0.3636 | 0.6154 | 0.4571 | 0.098 |
No log | 4.07 | 500 | 0.0664 | 0.5170 | 0.685 | 0.5892 | 0.5 |
No log | 4.07 | 500 | 0.0756 | 0.4249 | 0.58 | 0.4905 | 0.2 |
No log | 4.07 | 500 | 0.0874 | 0.5963 | 0.65 | 0.6220 | 0.4 |
No log | 4.07 | 500 | 0.0833 | 0.5276 | 0.67 | 0.5903 | 0.6 |
No log | 4.07 | 500 | 0.1175 | 0.5240 | 0.71 | 0.6030 | 0.0870 |
No log | 4.07 | 500 | 0.0999 | 0.4444 | 0.4231 | 0.4335 | 0.3000 |
No log | 4.07 | 500 | 0.3042 | 0.5592 | 0.685 | 0.6157 | 0.004 |
No log | 4.07 | 500 | 0.1114 | 0.5226 | 0.695 | 0.5966 | 0.2 |
No log | 4.07 | 500 | 0.1088 | 0.7861 | 0.735 | 0.7597 | 0.8 |
No log | 4.07 | 500 | 0.1135 | 0.6880 | 0.805 | 0.7419 | 0.2 |
No log | 4.07 | 500 | 0.1154 | 0.5495 | 0.75 | 0.6342 | 0.4 |
No log | 4.07 | 500 | 0.1626 | 0.7293 | 0.835 | 0.7786 | 0.3000 |
No log | 4.07 | 500 | 0.0901 | 0.4522 | 0.355 | 0.3978 | 0.0730 |
No log | 4.07 | 500 | 0.0891 | 0.4257 | 0.53 | 0.4722 | 0.4 |
No log | 4.07 | 500 | 0.0609 | 0.7984 | 0.97 | 0.8758 | 0.5 |
No log | 4.07 | 500 | 0.0538 | 0.5774 | 0.485 | 0.5272 | 0.6 |
No log | 4.07 | 500 | 0.0873 | 0.6802 | 0.84 | 0.7517 | 0.3000 |
No log | 4.07 | 500 | 0.1416 | 0.5 | 0.6667 | 0.5714 | 0.067 |
No log | 4.07 | 500 | 0.1175 | 0.5868 | 0.71 | 0.6425 | 0.6 |
No log | 4.07 | 500 | 0.1015 | 0.5802 | 0.705 | 0.6366 | 0.5 |
No log | 4.07 | 500 | 0.1013 | 0.5089 | 0.57 | 0.5377 | 0.2 |
No log | 4.07 | 500 | 0.0937 | 0.5491 | 0.755 | 0.6358 | 0.2 |
No log | 4.07 | 500 | 0.0702 | 0.5546 | 0.635 | 0.5921 | 0.5 |
No log | 4.07 | 500 | 0.0397 | 0.8462 | 0.825 | 0.8354 | 0.4 |
No log | 4.07 | 500 | 0.1319 | 0.4044 | 0.37 | 0.3864 | 0.2 |
No log | 4.07 | 500 | 0.1101 | 0.5232 | 0.7940 | 0.6307 | 0.075 |
No log | 4.07 | 500 | 0.1722 | 0.5698 | 0.4757 | 0.5185 | 0.033 |
No log | 4.07 | 500 | 0.0745 | 0.5644 | 0.46 | 0.5069 | 0.6 |
No log | 4.07 | 500 | 0.0698 | 0.6224 | 0.75 | 0.6803 | 0.2 |
No log | 4.07 | 500 | 0.1313 | 0.6491 | 0.74 | 0.6916 | 0.3000 |
No log | 4.07 | 500 | 0.1313 | 0.6491 | 0.74 | 0.6916 | 0.3000 |
No log | 4.07 | 500 | 0.0622 | 0.5592 | 0.685 | 0.6157 | 0.4 |
No log | 4.07 | 500 | 0.1194 | 0.6588 | 0.7020 | 0.6797 | 0.4 |
No log | 4.07 | 500 | 0.0880 | 0.6130 | 0.7085 | 0.6573 | 0.7000 |
No log | 4.07 | 500 | 0.1036 | 0.5714 | 0.76 | 0.6524 | 0.4 |
No log | 4.07 | 500 | 0.0939 | 0.5326 | 0.775 | 0.6314 | 0.098 |
No log | 4.07 | 500 | 0.0717 | 0.5446 | 0.825 | 0.6561 | 0.2 |
No log | 4.07 | 500 | 0.1002 | 0.3767 | 0.71 | 0.4922 | 0.0730 |
No log | 4.07 | 500 | 0.1195 | 0.5644 | 0.635 | 0.5976 | 0.6 |
No log | 4.07 | 500 | 0.0954 | 0.6507 | 0.68 | 0.6650 | 0.4 |
No log | 4.07 | 500 | 0.0748 | 0.6702 | 0.64 | 0.6547 | 0.5 |
No log | 4.07 | 500 | 0.0718 | 0.7127 | 0.645 | 0.6772 | 0.5 |
No log | 4.07 | 500 | 0.1672 | 0.4731 | 0.66 | 0.5511 | 0.021 |
No log | 4.07 | 500 | 0.0675 | 0.4029 | 0.415 | 0.4089 | 0.2 |
No log | 4.07 | 500 | 0.0796 | 0.4565 | 0.63 | 0.5294 | 0.4 |
No log | 4.07 | 500 | 0.0672 | 0.7588 | 0.645 | 0.6973 | 0.5 |
No log | 4.07 | 500 | 0.0755 | 0.5633 | 0.645 | 0.6014 | 0.5 |
No log | 4.07 | 500 | 0.1065 | 0.6513 | 0.775 | 0.7078 | 0.0730 |
No log | 4.07 | 500 | 0.0997 | 0.4548 | 0.755 | 0.5677 | 0.4 |
No log | 4.07 | 500 | 0.1404 | 0.4123 | 0.835 | 0.5521 | 0.0300 |
No log | 4.07 | 500 | 0.0913 | 0.6805 | 0.82 | 0.7438 | 0.5 |
No log | 4.07 | 500 | 0.1067 | 0.4078 | 0.785 | 0.5368 | 0.012 |
No log | 4.07 | 500 | 0.1067 | 0.4078 | 0.785 | 0.5368 | 0.012 |
No log | 4.07 | 500 | 0.1067 | 0.4078 | 0.785 | 0.5368 | 0.012 |
No log | 4.07 | 500 | 0.1067 | 0.4078 | 0.785 | 0.5368 | 0.012 |
No log | 4.07 | 500 | 0.2054 | 0.2622 | 0.7839 | 0.3929 | 0.005 |
No log | 4.07 | 500 | 0.1219 | 0.4638 | 0.8040 | 0.5882 | 0.4 |
No log | 4.07 | 500 | 0.0246 | 0.9502 | 0.955 | 0.9526 | 0.3000 |
No log | 4.07 | 500 | 0.0022 | 0.9852 | 1.0 | 0.9926 | 0.2 |
No log | 4.07 | 500 | 0.0031 | 0.9900 | 0.995 | 0.9925 | 0.049 |
No log | 4.07 | 500 | 0.0002 | 1.0 | 1.0 | 1.0 | 0.2 |
No log | 4.07 | 500 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.2 |
No log | 4.07 | 500 | 0.0007 | 0.9950 | 1.0 | 0.9975 | 0.076 |
No log | 4.07 | 500 | 0.0019 | 1.0 | 0.995 | 0.9975 | 0.5 |
No log | 4.07 | 500 | 0.0017 | 0.9950 | 0.99 | 0.9925 | 0.7000 |
No log | 4.07 | 500 | 0.0015 | 0.995 | 0.995 | 0.995 | 0.6 |
No log | 4.07 | 500 | 0.0006 | 0.9950 | 1.0 | 0.9975 | 0.4 |
No log | 4.07 | 500 | 0.0212 | 0.9839 | 0.915 | 0.9482 | 0.2 |
No log | 4.07 | 500 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.067 |
No log | 4.07 | 500 | 0.0401 | 0.9390 | 0.77 | 0.8462 | 0.2 |
No log | 4.07 | 500 | 0.0021 | 0.9900 | 0.995 | 0.9925 | 0.6 |
No log | 4.07 | 500 | 0.0003 | 1.0 | 1.0 | 1.0 | 0.2 |
No log | 4.07 | 500 | 0.0047 | 1.0 | 0.985 | 0.9924 | 0.9 |
No log | 4.07 | 500 | 0.0073 | 0.9559 | 0.975 | 0.9653 | 0.6 |
No log | 4.07 | 500 | 0.0003 | 0.9950 | 1.0 | 0.9975 | 0.047 |
No log | 4.07 | 500 | 0.0003 | 1.0 | 1.0 | 1.0 | 0.023 |
No log | 4.07 | 500 | 0.0022 | 1.0 | 0.995 | 0.9975 | 0.6 |
No log | 4.07 | 500 | 0.0020 | 1.0 | 0.99 | 0.9950 | 0.8 |
No log | 4.07 | 500 | 0.0122 | 0.9894 | 0.93 | 0.9588 | 0.9 |
No log | 4.07 | 500 | 0.1244 | 0.3188 | 0.475 | 0.3815 | 0.3000 |
No log | 4.07 | 500 | 0.1057 | 0.2921 | 0.3586 | 0.3220 | 0.2 |
No log | 4.07 | 500 | 0.1839 | 0.5019 | 0.655 | 0.5683 | 0.4 |
No log | 4.07 | 500 | 0.1800 | 0.4082 | 0.8 | 0.5405 | 0.05 |
No log | 8.13 | 1000 | 0.1548 | 0.8080 | 0.905 | 0.8538 | 0.015 |
No log | 8.13 | 1000 | 0.1774 | 0.4670 | 0.815 | 0.5938 | 0.9 |
No log | 8.13 | 1000 | 0.1356 | 0.8471 | 0.72 | 0.7784 | 0.0300 |
No log | 8.13 | 1000 | 0.1034 | 0.7407 | 0.9 | 0.8126 | 0.2 |
No log | 8.13 | 1000 | 0.1269 | 0.7841 | 0.89 | 0.8337 | 0.2 |
No log | 8.13 | 1000 | 0.0308 | 0.9474 | 0.99 | 0.9682 | 0.8 |
No log | 8.13 | 1000 | 0.0566 | 0.8356 | 0.9196 | 0.8756 | 0.3000 |
No log | 8.13 | 1000 | 0.0355 | 0.9343 | 0.995 | 0.9637 | 0.063 |
No log | 8.13 | 1000 | 0.0468 | 0.9163 | 0.985 | 0.9494 | 0.5 |
No log | 8.13 | 1000 | 0.2282 | 0.7257 | 0.82 | 0.7700 | 0.0090 |
No log | 8.13 | 1000 | 0.0389 | 0.9336 | 0.985 | 0.9586 | 0.0710 |
No log | 8.13 | 1000 | 0.0635 | 0.8407 | 0.95 | 0.8920 | 0.8 |
No log | 8.13 | 1000 | 0.0319 | 0.9476 | 0.995 | 0.9707 | 0.3000 |
No log | 8.13 | 1000 | 0.0624 | 0.9213 | 0.995 | 0.9567 | 0.9 |
No log | 8.13 | 1000 | 0.0485 | 0.9132 | 1.0 | 0.9547 | 0.007 |
No log | 8.13 | 1000 | 0.0394 | 0.9139 | 0.955 | 0.9340 | 0.5 |
No log | 8.13 | 1000 | 0.0444 | 0.8967 | 0.9695 | 0.9317 | 0.9 |
No log | 8.13 | 1000 | 0.0610 | 0.8832 | 0.945 | 0.9130 | 0.015 |
No log | 8.13 | 1000 | 0.2421 | 0.7656 | 0.7387 | 0.7519 | 0.001 |
No log | 8.13 | 1000 | 0.0433 | 0.9256 | 0.995 | 0.9590 | 0.6 |
No log | 8.13 | 1000 | 0.0371 | 0.9333 | 0.91 | 0.9215 | 0.9 |
No log | 8.13 | 1000 | 0.1793 | 0.8505 | 0.91 | 0.8792 | 0.021 |
No log | 8.13 | 1000 | 0.0460 | 0.9247 | 0.86 | 0.8912 | 0.002 |
No log | 8.13 | 1000 | 0.0946 | 0.8535 | 0.8579 | 0.8557 | 0.069 |
No log | 8.13 | 1000 | 0.0719 | 0.9116 | 0.98 | 0.9446 | 0.3000 |
No log | 8.13 | 1000 | 0.1733 | 0.7311 | 0.87 | 0.7945 | 0.0880 |
No log | 8.13 | 1000 | 0.0227 | 0.8789 | 0.9849 | 0.9289 | 0.3000 |
No log | 8.13 | 1000 | 0.0600 | 0.9061 | 0.965 | 0.9346 | 0.9 |
No log | 8.13 | 1000 | 0.1077 | 0.7155 | 0.83 | 0.7685 | 0.5 |
No log | 8.13 | 1000 | 0.0392 | 0.9471 | 0.985 | 0.9657 | 0.8 |
No log | 8.13 | 1000 | 0.0872 | 0.9078 | 0.935 | 0.9212 | 0.3000 |
No log | 8.13 | 1000 | 0.0591 | 0.9330 | 0.975 | 0.9535 | 0.9 |
No log | 8.13 | 1000 | 0.1589 | 0.7794 | 0.795 | 0.7871 | 0.001 |
No log | 8.13 | 1000 | 0.0399 | 0.9420 | 0.975 | 0.9582 | 0.011 |
No log | 8.13 | 1000 | 0.0322 | 0.9412 | 0.96 | 0.9505 | 0.8 |
No log | 8.13 | 1000 | 0.3311 | 0.7627 | 0.675 | 0.7162 | 0.002 |
No log | 8.13 | 1000 | 0.0239 | 0.9231 | 0.96 | 0.9412 | 0.9 |
No log | 8.13 | 1000 | 0.1539 | 0.9 | 0.9 | 0.9 | 0.021 |
No log | 8.13 | 1000 | 0.1544 | 0.6564 | 0.7487 | 0.6995 | 0.034 |
No log | 8.13 | 1000 | 0.1890 | 0.8105 | 0.77 | 0.7897 | 0.4 |
No log | 8.13 | 1000 | 0.2044 | 0.7804 | 0.835 | 0.8068 | 0.007 |
No log | 8.13 | 1000 | 0.0949 | 0.8652 | 0.77 | 0.8148 | 0.0180 |
No log | 8.13 | 1000 | 0.1534 | 0.875 | 0.91 | 0.8922 | 0.0190 |
No log | 8.13 | 1000 | 0.0224 | 0.9444 | 0.9397 | 0.9421 | 0.016 |
No log | 8.13 | 1000 | 0.0289 | 0.8515 | 0.975 | 0.9091 | 0.077 |
No log | 8.13 | 1000 | 0.0124 | 0.9245 | 0.98 | 0.9515 | 0.8 |
No log | 8.13 | 1000 | 0.0262 | 0.9343 | 0.995 | 0.9637 | 0.094 |
No log | 8.13 | 1000 | 0.1492 | 0.8194 | 0.885 | 0.8510 | 0.9 |
No log | 8.13 | 1000 | 0.1898 | 0.9497 | 0.945 | 0.9474 | 0.001 |
No log | 8.13 | 1000 | 0.0738 | 0.945 | 0.945 | 0.945 | 0.077 |
No log | 8.13 | 1000 | 0.0538 | 0.9324 | 0.965 | 0.9484 | 0.9 |
No log | 8.13 | 1000 | 0.0181 | 0.8341 | 0.9188 | 0.8744 | 0.7000 |
No log | 8.13 | 1000 | 0.1633 | 0.8434 | 0.7 | 0.7650 | 0.039 |
No log | 8.13 | 1000 | 0.1673 | 0.8306 | 0.76 | 0.7937 | 0.5 |
No log | 8.13 | 1000 | 0.0493 | 0.9171 | 0.995 | 0.9544 | 0.4 |
No log | 8.13 | 1000 | 0.0420 | 0.9479 | 1.0 | 0.9732 | 0.4 |
No log | 8.13 | 1000 | 0.2667 | 0.6736 | 0.815 | 0.7376 | 0.095 |
No log | 8.13 | 1000 | 0.0308 | 0.9426 | 0.985 | 0.9633 | 0.034 |
No log | 8.13 | 1000 | 0.4276 | 0.6482 | 0.82 | 0.7241 | 0.006 |
No log | 8.13 | 1000 | 0.0274 | 0.9387 | 0.995 | 0.9660 | 0.9 |
No log | 8.13 | 1000 | 0.0261 | 0.9695 | 0.955 | 0.9622 | 0.9 |
No log | 8.13 | 1000 | 0.0142 | 0.9032 | 0.98 | 0.9400 | 0.4 |
No log | 8.13 | 1000 | 0.1448 | 0.8161 | 0.91 | 0.8605 | 0.008 |
No log | 8.13 | 1000 | 0.0228 | 0.9519 | 0.99 | 0.9706 | 0.7000 |
No log | 8.13 | 1000 | 0.0481 | 0.9289 | 0.98 | 0.9538 | 0.6 |
No log | 8.13 | 1000 | 0.0457 | 0.8711 | 0.98 | 0.9224 | 0.7000 |
No log | 8.13 | 1000 | 0.0321 | 0.9431 | 0.995 | 0.9684 | 0.015 |
No log | 8.13 | 1000 | 0.0129 | 0.9706 | 0.99 | 0.9802 | 0.5 |
No log | 8.13 | 1000 | 0.1091 | 0.7406 | 0.785 | 0.7621 | 0.064 |
No log | 8.13 | 1000 | 0.1629 | 0.8317 | 0.84 | 0.8358 | 0.069 |
No log | 8.13 | 1000 | 0.0475 | 0.8458 | 0.905 | 0.8744 | 0.2 |
No log | 8.13 | 1000 | 0.1341 | 0.6503 | 0.93 | 0.7654 | 0.035 |
No log | 8.13 | 1000 | 0.0486 | 0.9292 | 0.985 | 0.9563 | 0.2 |
No log | 8.13 | 1000 | 0.0671 | 0.8945 | 0.975 | 0.9330 | 0.8 |
No log | 8.13 | 1000 | 0.1011 | 0.6157 | 0.745 | 0.6742 | 0.3000 |
No log | 8.13 | 1000 | 0.0854 | 0.7421 | 0.935 | 0.8274 | 0.033 |
No log | 8.13 | 1000 | 0.0617 | 0.9324 | 0.965 | 0.9484 | 0.2 |
No log | 8.13 | 1000 | 0.0399 | 0.8856 | 0.89 | 0.8878 | 0.049 |
No log | 8.13 | 1000 | 0.2517 | 0.6496 | 0.76 | 0.7005 | 0.097 |
No log | 8.13 | 1000 | 0.1427 | 0.7559 | 0.805 | 0.7797 | 0.002 |
No log | 8.13 | 1000 | 0.0672 | 0.7934 | 0.8535 | 0.8224 | 0.078 |
No log | 8.13 | 1000 | 0.1596 | 0.8044 | 0.905 | 0.8518 | 0.012 |
No log | 8.13 | 1000 | 0.3664 | 0.5331 | 0.845 | 0.6538 | 0.015 |
No log | 8.13 | 1000 | 0.1324 | 0.4453 | 0.835 | 0.5809 | 0.3000 |
No log | 8.13 | 1000 | 0.1797 | 0.6025 | 0.735 | 0.6622 | 0.0090 |
No log | 8.13 | 1000 | 0.0732 | 0.6548 | 0.825 | 0.7301 | 0.3000 |
No log | 8.13 | 1000 | 0.2859 | 0.4904 | 0.77 | 0.5992 | 0.2 |
No log | 8.13 | 1000 | 0.2414 | 0.6861 | 0.765 | 0.7234 | 0.8 |
No log | 8.13 | 1000 | 0.1526 | 0.3119 | 0.3417 | 0.3261 | 0.6 |
No log | 8.13 | 1000 | 0.1492 | 0.628 | 0.785 | 0.6978 | 0.097 |
No log | 8.13 | 1000 | 0.1700 | 0.7 | 0.7 | 0.7 | 0.9 |
No log | 8.13 | 1000 | 0.3515 | 0.5339 | 0.63 | 0.5780 | 0.04 |
No log | 8.13 | 1000 | 0.1357 | 0.6157 | 0.785 | 0.6901 | 0.079 |
No log | 8.13 | 1000 | 0.1198 | 0.6398 | 0.675 | 0.6569 | 0.3000 |
No log | 8.13 | 1000 | 0.1559 | 0.6260 | 0.77 | 0.6906 | 0.2 |
No log | 8.13 | 1000 | 0.1954 | 0.7178 | 0.865 | 0.7846 | 0.081 |
No log | 8.13 | 1000 | 0.1536 | 0.7828 | 0.775 | 0.7789 | 0.8 |
No log | 8.13 | 1000 | 0.1572 | 0.5850 | 0.74 | 0.6534 | 0.033 |
No log | 8.13 | 1000 | 0.1675 | 0.5219 | 0.7789 | 0.6250 | 0.8 |
No log | 8.13 | 1000 | 0.1550 | 0.4929 | 0.69 | 0.5750 | 0.049 |
No log | 8.13 | 1000 | 0.3223 | 0.5607 | 0.6 | 0.5797 | 0.002 |
No log | 8.13 | 1000 | 0.1781 | 0.6654 | 0.845 | 0.7445 | 0.4 |
No log | 8.13 | 1000 | 0.1274 | 0.6566 | 0.65 | 0.6533 | 0.3000 |
No log | 8.13 | 1000 | 0.3878 | 0.6450 | 0.745 | 0.6914 | 0.041 |
No log | 8.13 | 1000 | 0.0958 | 0.6411 | 0.67 | 0.6553 | 0.0190 |
No log | 8.13 | 1000 | 0.1584 | 0.6731 | 0.5330 | 0.5949 | 0.6 |
No log | 8.13 | 1000 | 0.1982 | 0.6812 | 0.78 | 0.7273 | 0.3000 |
No log | 8.13 | 1000 | 0.2229 | 0.5848 | 0.5 | 0.5391 | 0.5 |
No log | 8.13 | 1000 | 0.1202 | 0.5112 | 0.57 | 0.5390 | 0.004 |
No log | 8.13 | 1000 | 0.2236 | 0.5933 | 0.795 | 0.6795 | 0.3000 |
No log | 8.13 | 1000 | 0.1281 | 0.5396 | 0.545 | 0.5423 | 0.3000 |
No log | 8.13 | 1000 | 0.1821 | 0.6667 | 0.69 | 0.6781 | 0.3000 |
No log | 8.13 | 1000 | 0.2032 | 0.7075 | 0.75 | 0.7282 | 0.7000 |
No log | 8.13 | 1000 | 0.3147 | 0.5424 | 0.8 | 0.6465 | 0.025 |
No log | 8.13 | 1000 | 0.2931 | 0.4277 | 0.665 | 0.5205 | 0.003 |
No log | 8.13 | 1000 | 0.3339 | 0.5846 | 0.57 | 0.5772 | 0.003 |
No log | 8.13 | 1000 | 0.1879 | 0.5547 | 0.71 | 0.6228 | 0.2 |
No log | 8.13 | 1000 | 0.5092 | 0.6556 | 0.59 | 0.6211 | 0.001 |
No log | 8.13 | 1000 | 0.1693 | 0.2893 | 0.35 | 0.3167 | 0.098 |
No log | 8.13 | 1000 | 0.3279 | 0.6590 | 0.86 | 0.7462 | 0.0220 |
No log | 8.13 | 1000 | 0.1374 | 0.6709 | 0.5327 | 0.5938 | 0.2 |
No log | 8.13 | 1000 | 0.3388 | 0.6308 | 0.615 | 0.6228 | 0.3000 |
No log | 8.13 | 1000 | 0.2354 | 0.6482 | 0.82 | 0.7241 | 0.001 |
No log | 8.13 | 1000 | 0.1444 | 0.5490 | 0.7 | 0.6154 | 0.039 |
No log | 8.13 | 1000 | 0.3582 | 0.6349 | 0.8 | 0.7080 | 0.023 |
No log | 8.13 | 1000 | 0.1188 | 0.5683 | 0.6482 | 0.6056 | 0.8 |
No log | 8.13 | 1000 | 0.1348 | 0.4908 | 0.665 | 0.5648 | 0.7000 |
No log | 8.13 | 1000 | 0.0897 | 0.5901 | 0.475 | 0.5263 | 0.7000 |
No log | 8.13 | 1000 | 0.1604 | 0.6378 | 0.81 | 0.7137 | 0.5 |
No log | 8.13 | 1000 | 0.1659 | 0.5420 | 0.645 | 0.5890 | 0.099 |
No log | 8.13 | 1000 | 0.2830 | 0.7417 | 0.89 | 0.8091 | 0.005 |
No log | 8.13 | 1000 | 0.2385 | 0.6049 | 0.49 | 0.5414 | 0.1 |
No log | 8.13 | 1000 | 0.2927 | 0.5927 | 0.735 | 0.6562 | 0.0600 |
No log | 8.13 | 1000 | 0.0629 | 0.4956 | 0.5628 | 0.5271 | 0.0440 |
No log | 8.13 | 1000 | 0.2110 | 0.5887 | 0.365 | 0.4506 | 0.094 |
No log | 8.13 | 1000 | 0.4528 | 0.4101 | 0.445 | 0.4269 | 0.042 |
No log | 8.13 | 1000 | 0.1790 | 0.6842 | 0.78 | 0.7290 | 0.9 |
No log | 8.13 | 1000 | 0.1736 | 0.7277 | 0.815 | 0.7689 | 0.2 |
No log | 8.13 | 1000 | 0.3480 | 0.4944 | 0.66 | 0.5653 | 0.024 |
No log | 8.13 | 1000 | 0.1678 | 0.6667 | 0.71 | 0.6877 | 0.5 |
No log | 8.13 | 1000 | 0.4181 | 0.6109 | 0.84 | 0.7074 | 0.005 |
No log | 8.13 | 1000 | 0.1603 | 0.6063 | 0.77 | 0.6784 | 0.7000 |
No log | 8.13 | 1000 | 0.1947 | 0.6985 | 0.695 | 0.6967 | 0.4 |
No log | 8.13 | 1000 | 0.0681 | 0.5766 | 0.715 | 0.6384 | 0.7000 |
No log | 8.13 | 1000 | 0.3464 | 0.52 | 0.65 | 0.5778 | 0.006 |
No log | 8.13 | 1000 | 0.1498 | 0.5852 | 0.79 | 0.6723 | 0.6 |
No log | 8.13 | 1000 | 0.1870 | 0.5540 | 0.795 | 0.6530 | 0.074 |
No log | 8.13 | 1000 | 0.1372 | 0.5583 | 0.79 | 0.6542 | 0.4 |
No log | 8.13 | 1000 | 0.2336 | 0.5603 | 0.79 | 0.6556 | 0.099 |
No log | 8.13 | 1000 | 0.1644 | 0.7225 | 0.69 | 0.7059 | 0.3000 |
No log | 8.13 | 1000 | 0.1924 | 0.5556 | 0.375 | 0.4478 | 0.2 |
No log | 8.13 | 1000 | 0.3863 | 0.4689 | 0.64 | 0.5412 | 0.012 |
No log | 8.13 | 1000 | 0.0992 | 0.5541 | 0.64 | 0.5940 | 0.2 |
No log | 8.13 | 1000 | 0.1407 | 0.6339 | 0.935 | 0.7556 | 0.024 |
No log | 8.13 | 1000 | 0.2950 | 0.6955 | 0.765 | 0.7286 | 0.006 |
No log | 8.13 | 1000 | 0.1846 | 0.5811 | 0.77 | 0.6624 | 0.5 |
No log | 8.13 | 1000 | 0.0902 | 0.5531 | 0.755 | 0.6385 | 0.4 |
No log | 8.13 | 1000 | 0.0797 | 0.6620 | 0.715 | 0.6875 | 0.9 |
No log | 8.13 | 1000 | 0.3335 | 0.5530 | 0.73 | 0.6293 | 0.0090 |
No log | 8.13 | 1000 | 0.1312 | 0.4272 | 0.645 | 0.5139 | 0.3000 |
No log | 8.13 | 1000 | 0.3613 | 0.5228 | 0.86 | 0.6503 | 0.0130 |
No log | 8.13 | 1000 | 0.2635 | 0.3037 | 0.495 | 0.3764 | 0.001 |
No log | 8.13 | 1000 | 0.1681 | 0.3397 | 0.8030 | 0.4775 | 0.007 |
No log | 8.13 | 1000 | 0.2462 | 0.5667 | 0.765 | 0.6511 | 0.07 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.001 |
No log | 8.13 | 1000 | 0.0142 | 0.7749 | 0.9086 | 0.8364 | 0.4 |
No log | 8.13 | 1000 | 0.0051 | 0.9608 | 0.98 | 0.9703 | 0.3000 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.028 |
No log | 8.13 | 1000 | 0.0070 | 0.9825 | 1.0 | 0.9912 | 0.0220 |
No log | 8.13 | 1000 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.4 |
No log | 8.13 | 1000 | 0.0043 | 0.9947 | 1.0 | 0.9973 | 0.001 |
No log | 8.13 | 1000 | 0.0056 | 0.9803 | 0.995 | 0.9876 | 0.2 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.001 |
No log | 8.13 | 1000 | 0.0008 | 0.9901 | 1.0 | 0.9950 | 0.032 |
No log | 8.13 | 1000 | 0.0005 | 1.0 | 1.0 | 1.0 | 0.2 |
No log | 8.13 | 1000 | 0.0066 | 0.9849 | 0.98 | 0.9825 | 0.021 |
No log | 8.13 | 1000 | 0.0210 | 1.0 | 0.91 | 0.9529 | 0.6 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.0140 |
No log | 8.13 | 1000 | 0.0115 | 0.9895 | 0.94 | 0.9641 | 0.2 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.001 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.001 |
No log | 8.13 | 1000 | 0.0030 | 0.99 | 0.99 | 0.99 | 0.3000 |
No log | 8.13 | 1000 | 0.0026 | 0.9803 | 0.995 | 0.9876 | 0.048 |
No log | 8.13 | 1000 | 0.0010 | 0.9901 | 1.0 | 0.9950 | 0.3000 |
No log | 8.13 | 1000 | 0.0480 | 0.86 | 0.86 | 0.8600 | 0.5 |
No log | 8.13 | 1000 | 0.0006 | 0.9950 | 1.0 | 0.9975 | 0.011 |
No log | 8.13 | 1000 | 0.0036 | 0.9949 | 0.975 | 0.9848 | 0.9 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.012 |
No log | 8.13 | 1000 | 0.0002 | 1.0 | 1.0 | 1.0 | 0.2 |
No log | 8.13 | 1000 | 0.0027 | 0.9852 | 1.0 | 0.9926 | 0.04 |
No log | 8.13 | 1000 | 0.0062 | 0.9851 | 0.995 | 0.9900 | 0.0180 |
No log | 8.13 | 1000 | 0.0080 | 0.9455 | 0.955 | 0.9502 | 0.7000 |
No log | 8.13 | 1000 | 0.0025 | 0.9901 | 1.0 | 0.9950 | 0.007 |
No log | 8.13 | 1000 | 0.0255 | 1.0 | 0.94 | 0.9691 | 0.3000 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.0180 |
No log | 8.13 | 1000 | 0.0004 | 1.0 | 1.0 | 1.0 | 0.7000 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.001 |
No log | 8.13 | 1000 | 0.0029 | 0.9900 | 0.995 | 0.9925 | 0.2 |
No log | 8.13 | 1000 | 0.0101 | 1.0 | 0.96 | 0.9796 | 0.6 |
No log | 8.13 | 1000 | 0.0005 | 1.0 | 0.995 | 0.9975 | 0.5 |
No log | 8.13 | 1000 | 0.0053 | 0.9792 | 1.0 | 0.9895 | 0.045 |
No log | 8.13 | 1000 | 0.0088 | 0.9128 | 0.995 | 0.9522 | 0.011 |
No log | 8.13 | 1000 | 0.0086 | 0.9615 | 1.0 | 0.9804 | 0.6 |
No log | 8.13 | 1000 | 0.0044 | 0.9756 | 1.0 | 0.9877 | 0.007 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.001 |
No log | 8.13 | 1000 | 0.0010 | 0.9950 | 1.0 | 0.9975 | 0.02 |
No log | 8.13 | 1000 | 0.0018 | 0.9803 | 0.995 | 0.9876 | 0.061 |
No log | 8.13 | 1000 | 0.0275 | 0.8904 | 0.975 | 0.9308 | 0.057 |
No log | 8.13 | 1000 | 0.0009 | 1.0 | 0.995 | 0.9975 | 0.7000 |
No log | 8.13 | 1000 | 0.0022 | 0.9900 | 0.995 | 0.9925 | 0.7000 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.001 |
No log | 8.13 | 1000 | 0.0002 | 1.0 | 1.0 | 1.0 | 0.5 |
No log | 8.13 | 1000 | 0.0076 | 0.9614 | 0.995 | 0.9779 | 0.7000 |
No log | 8.13 | 1000 | 0.0002 | 1.0 | 1.0 | 1.0 | 0.4 |
No log | 8.13 | 1000 | 0.0334 | 0.8488 | 0.87 | 0.8593 | 0.4 |
No log | 8.13 | 1000 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.001 |
No log | 8.13 | 1000 | 0.0024 | 0.9851 | 0.995 | 0.9900 | 0.7000 |
No log | 8.13 | 1000 | 0.0017 | 0.9900 | 0.995 | 0.9925 | 0.8 |
No log | 8.13 | 1000 | 0.0019 | 0.995 | 0.995 | 0.995 | 0.2 |
No log | 8.13 | 1000 | 0.0276 | 0.7944 | 0.985 | 0.8795 | 0.3000 |
No log | 8.13 | 1000 | 0.0037 | 1.0 | 0.985 | 0.9924 | 0.7000 |
No log | 8.13 | 1000 | 0.0339 | 0.9040 | 0.895 | 0.8995 | 0.9 |
No log | 8.13 | 1000 | 0.0307 | 0.7471 | 0.6447 | 0.6921 | 0.4 |
No log | 8.13 | 1000 | 0.0547 | 0.6495 | 0.695 | 0.6715 | 0.9 |
No log | 8.13 | 1000 | 0.1962 | 0.6411 | 0.67 | 0.6553 | 0.9 |
No log | 8.13 | 1000 | 0.2030 | 0.3906 | 0.4464 | 0.4167 | 0.3000 |
No log | 8.13 | 1000 | 0.0383 | 0.7059 | 0.78 | 0.7411 | 0.2 |
No log | 8.13 | 1000 | 0.1732 | 0.8045 | 0.7660 | 0.7847 | 0.7000 |
No log | 8.13 | 1000 | 0.1441 | 0.6213 | 0.73 | 0.6713 | 0.8 |
No log | 8.13 | 1000 | 0.0720 | 0.7156 | 0.78 | 0.7464 | 0.2 |
No log | 8.13 | 1000 | 0.0892 | 0.72 | 0.72 | 0.72 | 0.6 |
No log | 8.13 | 1000 | 0.0898 | 0.8122 | 0.8 | 0.8060 | 0.6 |
No log | 8.13 | 1000 | 0.0620 | 0.6804 | 0.745 | 0.7112 | 0.3000 |
No log | 8.13 | 1000 | 0.1775 | 0.5477 | 0.66 | 0.5986 | 0.9 |
No log | 8.13 | 1000 | 0.0692 | 0.6456 | 0.665 | 0.6552 | 0.095 |
No log | 8.13 | 1000 | 0.2204 | 0.4360 | 0.715 | 0.5417 | 0.9 |
No log | 8.13 | 1000 | 0.1399 | 0.5387 | 0.73 | 0.6200 | 0.1 |
No log | 8.13 | 1000 | 0.0465 | 0.9187 | 0.96 | 0.9389 | 0.005 |
No log | 8.13 | 1000 | 0.1315 | 0.6309 | 0.735 | 0.6790 | 0.9 |
No log | 8.13 | 1000 | 0.0962 | 0.4937 | 0.78 | 0.6047 | 0.0370 |
No log | 8.13 | 1000 | 0.0968 | 0.6862 | 0.6515 | 0.6684 | 0.1 |
No log | 8.13 | 1000 | 0.1026 | 0.7071 | 0.7035 | 0.7053 | 0.5 |
No log | 8.13 | 1000 | 0.0795 | 0.6298 | 0.655 | 0.6422 | 0.5 |
No log | 8.13 | 1000 | 0.0695 | 0.7264 | 0.73 | 0.7282 | 0.9 |
No log | 8.13 | 1000 | 0.0647 | 0.7871 | 0.795 | 0.7910 | 0.025 |
No log | 8.13 | 1000 | 0.1074 | 0.4828 | 0.63 | 0.5466 | 0.5 |
No log | 8.13 | 1000 | 0.1075 | 0.5830 | 0.685 | 0.6299 | 0.8 |
No log | 8.13 | 1000 | 0.1001 | 0.5814 | 0.75 | 0.6550 | 0.3000 |
No log | 8.13 | 1000 | 0.1211 | 0.6190 | 0.39 | 0.4785 | 0.0100 |
No log | 8.13 | 1000 | 0.0932 | 0.6327 | 0.62 | 0.6263 | 0.7000 |
No log | 8.13 | 1000 | 0.1373 | 0.8868 | 0.705 | 0.7855 | 0.0090 |
No log | 8.13 | 1000 | 0.1235 | 0.6133 | 0.69 | 0.6494 | 0.2 |
No log | 8.13 | 1000 | 0.0589 | 0.9286 | 0.91 | 0.9192 | 0.9 |
No log | 8.13 | 1000 | 0.0035 | 0.9950 | 0.99 | 0.9925 | 0.0190 |
No log | 8.13 | 1000 | 0.1534 | 0.7385 | 0.72 | 0.7291 | 0.015 |
No log | 8.13 | 1000 | 0.1298 | 0.4576 | 0.81 | 0.5848 | 0.5 |
No log | 8.13 | 1000 | 0.1531 | 0.4201 | 0.855 | 0.5634 | 0.4 |
No log | 8.13 | 1000 | 0.3574 | 0.3208 | 0.3617 | 0.34 | 0.007 |
No log | 8.13 | 1000 | 0.0930 | 0.5215 | 0.545 | 0.5330 | 0.006 |
No log | 8.13 | 1000 | 0.1228 | 0.6142 | 0.82 | 0.7024 | 0.9 |
No log | 8.13 | 1000 | 0.1122 | 0.6386 | 0.795 | 0.7082 | 0.4 |
No log | 8.13 | 1000 | 0.0883 | 0.7778 | 0.91 | 0.8387 | 0.9 |
No log | 8.13 | 1000 | 0.1380 | 0.6255 | 0.76 | 0.6862 | 0.9 |
No log | 8.13 | 1000 | 0.1089 | 0.4579 | 0.435 | 0.4462 | 0.016 |
No log | 8.13 | 1000 | 0.1859 | 0.4978 | 0.575 | 0.5336 | 0.7000 |
No log | 8.13 | 1000 | 0.0871 | 0.6314 | 0.805 | 0.7077 | 0.6 |
No log | 8.13 | 1000 | 0.0770 | 0.6300 | 0.715 | 0.6698 | 0.8 |
No log | 8.13 | 1000 | 0.0402 | 0.8868 | 0.7833 | 0.8319 | 0.9 |
No log | 8.13 | 1000 | 0.0804 | 0.6199 | 0.685 | 0.6508 | 0.7000 |
No log | 8.13 | 1000 | 0.0906 | 0.7116 | 0.765 | 0.7373 | 0.6 |
No log | 8.13 | 1000 | 0.0264 | 0.7724 | 0.7917 | 0.7819 | 0.095 |
No log | 8.13 | 1000 | 0.0377 | 0.8462 | 0.825 | 0.8354 | 0.8 |
No log | 8.13 | 1000 | 0.1265 | 0.8308 | 0.81 | 0.8203 | 0.084 |
No log | 8.13 | 1000 | 0.1408 | 0.5085 | 0.595 | 0.5484 | 0.9 |
No log | 8.13 | 1000 | 0.0107 | 0.94 | 0.94 | 0.94 | 0.6 |
No log | 8.13 | 1000 | 0.2398 | 0.5084 | 0.605 | 0.5525 | 0.0090 |
No log | 8.13 | 1000 | 0.0746 | 0.4685 | 0.335 | 0.3907 | 0.7000 |
No log | 8.13 | 1000 | 0.1090 | 0.4982 | 0.68 | 0.5751 | 0.4 |
No log | 8.13 | 1000 | 0.2486 | 0.5930 | 0.765 | 0.6681 | 0.2 |
No log | 8.13 | 1000 | 0.1815 | 0.5392 | 0.79 | 0.6410 | 0.6 |
No log | 8.13 | 1000 | 0.1946 | 0.4645 | 0.72 | 0.5647 | 0.001 |
No log | 8.13 | 1000 | 0.1989 | 0.7170 | 0.76 | 0.7379 | 0.0220 |
No log | 8.13 | 1000 | 0.1928 | 0.5216 | 0.725 | 0.6067 | 0.9 |
No log | 8.13 | 1000 | 0.1280 | 0.5597 | 0.68 | 0.6140 | 0.6 |
No log | 8.13 | 1000 | 0.1143 | 0.3944 | 0.2814 | 0.3284 | 0.9 |
No log | 8.13 | 1000 | 0.1220 | 0.5704 | 0.77 | 0.6553 | 0.0860 |
No log | 8.13 | 1000 | 0.1155 | 0.5797 | 0.7273 | 0.6452 | 0.5 |
No log | 8.13 | 1000 | 0.1092 | 0.6776 | 0.725 | 0.7005 | 0.7000 |
No log | 8.13 | 1000 | 0.1092 | 0.6776 | 0.725 | 0.7005 | 0.7000 |
No log | 8.13 | 1000 | 0.1137 | 0.5526 | 0.84 | 0.6667 | 0.011 |
No log | 8.13 | 1000 | 0.1462 | 0.7351 | 0.68 | 0.7065 | 0.9 |
No log | 8.13 | 1000 | 0.1190 | 0.5569 | 0.685 | 0.6143 | 0.021 |
No log | 8.13 | 1000 | 0.1544 | 0.4936 | 0.775 | 0.6031 | 0.042 |
No log | 8.13 | 1000 | 0.1545 | 0.56 | 0.7 | 0.6222 | 0.085 |
No log | 8.13 | 1000 | 0.1283 | 0.5309 | 0.73 | 0.6147 | 0.033 |
No log | 8.13 | 1000 | 0.1698 | 0.6290 | 0.78 | 0.6964 | 0.9 |
No log | 8.13 | 1000 | 0.2498 | 0.4087 | 0.75 | 0.5291 | 0.012 |
No log | 8.13 | 1000 | 0.1671 | 0.7067 | 0.735 | 0.7206 | 0.007 |
No log | 8.13 | 1000 | 0.1986 | 0.6138 | 0.755 | 0.6771 | 0.097 |
No log | 8.13 | 1000 | 0.1255 | 0.5709 | 0.765 | 0.6538 | 0.039 |
No log | 8.13 | 1000 | 0.1255 | 0.5709 | 0.765 | 0.6538 | 0.039 |
No log | 8.13 | 1000 | 0.0940 | 0.4219 | 0.5870 | 0.4909 | 0.064 |
No log | 8.13 | 1000 | 0.0940 | 0.4219 | 0.5870 | 0.4909 | 0.064 |
No log | 8.13 | 1000 | 0.1217 | 0.5462 | 0.71 | 0.6174 | 0.035 |
No log | 8.13 | 1000 | 0.0755 | 0.4712 | 0.49 | 0.4804 | 0.8 |
No log | 8.13 | 1000 | 0.1154 | 0.3030 | 0.7692 | 0.4348 | 0.0100 |
No log | 8.13 | 1000 | 0.0904 | 0.5206 | 0.695 | 0.5953 | 0.6 |
No log | 8.13 | 1000 | 0.0955 | 0.4631 | 0.565 | 0.5090 | 0.3000 |
No log | 8.13 | 1000 | 0.1155 | 0.5670 | 0.74 | 0.6421 | 0.2 |
No log | 8.13 | 1000 | 0.1179 | 0.6038 | 0.64 | 0.6214 | 0.9 |
No log | 8.13 | 1000 | 0.1521 | 0.5525 | 0.71 | 0.6214 | 0.0440 |
No log | 8.13 | 1000 | 0.1287 | 0.5125 | 0.3942 | 0.4457 | 0.6 |
No log | 8.13 | 1000 | 0.3788 | 0.6047 | 0.65 | 0.6265 | 0.001 |
No log | 8.13 | 1000 | 0.1500 | 0.5439 | 0.65 | 0.5923 | 0.3000 |
No log | 8.13 | 1000 | 0.1191 | 0.8848 | 0.73 | 0.8 | 0.9 |
No log | 8.13 | 1000 | 0.1370 | 0.6749 | 0.82 | 0.7404 | 0.005 |
No log | 8.13 | 1000 | 0.1427 | 0.5568 | 0.76 | 0.6427 | 0.4 |
No log | 8.13 | 1000 | 0.2239 | 0.7512 | 0.8 | 0.7748 | 0.5 |
No log | 8.13 | 1000 | 0.1158 | 0.4457 | 0.39 | 0.4160 | 0.011 |
No log | 8.13 | 1000 | 0.1229 | 0.3904 | 0.57 | 0.4634 | 0.2 |
No log | 8.13 | 1000 | 0.0686 | 0.7984 | 0.97 | 0.8758 | 0.3000 |
No log | 8.13 | 1000 | 0.0765 | 0.5848 | 0.5 | 0.5391 | 0.2 |
No log | 8.13 | 1000 | 0.1206 | 0.6949 | 0.82 | 0.7523 | 0.4 |
No log | 8.13 | 1000 | 0.2121 | 0.3846 | 0.8333 | 0.5263 | 0.003 |
No log | 8.13 | 1000 | 0.1497 | 0.5736 | 0.76 | 0.6538 | 0.6 |
No log | 8.13 | 1000 | 0.1455 | 0.5878 | 0.72 | 0.6472 | 0.7000 |
No log | 8.13 | 1000 | 0.1469 | 0.5330 | 0.525 | 0.5290 | 0.2 |
No log | 8.13 | 1000 | 0.1132 | 0.5662 | 0.77 | 0.6525 | 0.2 |
No log | 8.13 | 1000 | 0.0976 | 0.5743 | 0.58 | 0.5771 | 0.7000 |
No log | 8.13 | 1000 | 0.0598 | 0.8807 | 0.775 | 0.8245 | 0.5 |
No log | 8.13 | 1000 | 0.1741 | 0.3696 | 0.425 | 0.3953 | 0.0730 |
No log | 8.13 | 1000 | 0.1468 | 0.5743 | 0.7186 | 0.6384 | 0.085 |
No log | 8.13 | 1000 | 0.2008 | 0.5814 | 0.4854 | 0.5291 | 0.012 |
No log | 8.13 | 1000 | 0.0989 | 0.5152 | 0.51 | 0.5126 | 0.5 |
No log | 8.13 | 1000 | 0.0899 | 0.6584 | 0.665 | 0.6617 | 0.4 |
No log | 8.13 | 1000 | 0.1637 | 0.6300 | 0.86 | 0.7273 | 0.069 |
No log | 8.13 | 1000 | 0.1637 | 0.6300 | 0.86 | 0.7273 | 0.069 |
No log | 8.13 | 1000 | 0.0828 | 0.5321 | 0.745 | 0.6208 | 0.4 |
No log | 8.13 | 1000 | 0.1696 | 0.6226 | 0.8081 | 0.7033 | 0.3000 |
No log | 8.13 | 1000 | 0.0994 | 0.5992 | 0.7889 | 0.6811 | 0.3000 |
No log | 8.13 | 1000 | 0.1615 | 0.6204 | 0.67 | 0.6442 | 0.9 |
No log | 8.13 | 1000 | 0.1185 | 0.5272 | 0.775 | 0.6275 | 0.045 |
No log | 8.13 | 1000 | 0.0886 | 0.6163 | 0.755 | 0.6787 | 0.3000 |
No log | 8.13 | 1000 | 0.1441 | 0.4245 | 0.59 | 0.4937 | 0.0710 |
No log | 8.13 | 1000 | 0.1637 | 0.5670 | 0.635 | 0.5991 | 0.8 |
No log | 8.13 | 1000 | 0.1223 | 0.6157 | 0.785 | 0.6901 | 0.3000 |
No log | 8.13 | 1000 | 0.0968 | 0.6789 | 0.645 | 0.6615 | 0.6 |
No log | 8.13 | 1000 | 0.0837 | 0.6488 | 0.785 | 0.7104 | 0.3000 |
No log | 8.13 | 1000 | 0.2052 | 0.5142 | 0.635 | 0.5682 | 0.0140 |
No log | 8.13 | 1000 | 0.0885 | 0.4222 | 0.475 | 0.4471 | 0.082 |
No log | 8.13 | 1000 | 0.1095 | 0.4638 | 0.64 | 0.5378 | 0.099 |
No log | 8.13 | 1000 | 0.0797 | 0.6651 | 0.715 | 0.6892 | 0.4 |
No log | 8.13 | 1000 | 0.1026 | 0.4611 | 0.86 | 0.6003 | 0.1 |
No log | 8.13 | 1000 | 0.1574 | 0.6757 | 0.75 | 0.7109 | 0.0100 |
No log | 8.13 | 1000 | 0.1376 | 0.552 | 0.69 | 0.6133 | 0.8 |
No log | 8.13 | 1000 | 0.1749 | 0.4426 | 0.79 | 0.5673 | 0.0600 |
No log | 8.13 | 1000 | 0.1263 | 0.6829 | 0.84 | 0.7534 | 0.5 |
No log | 8.13 | 1000 | 0.1464 | 0.4248 | 0.72 | 0.5343 | 0.003 |
No log | 8.13 | 1000 | 0.1464 | 0.4248 | 0.72 | 0.5343 | 0.003 |
No log | 8.13 | 1000 | 0.1464 | 0.4248 | 0.72 | 0.5343 | 0.003 |
No log | 8.13 | 1000 | 0.1464 | 0.4248 | 0.72 | 0.5343 | 0.003 |
No log | 8.13 | 1000 | 0.2556 | 0.2788 | 0.6935 | 0.3977 | 0.002 |
No log | 8.13 | 1000 | 0.1472 | 0.4409 | 0.8995 | 0.5917 | 0.097 |
No log | 8.13 | 1000 | 0.0257 | 0.9543 | 0.94 | 0.9471 | 0.5 |
No log | 8.13 | 1000 | 0.0020 | 0.9901 | 1.0 | 0.9950 | 0.2 |
No log | 8.13 | 1000 | 0.0029 | 0.995 | 0.995 | 0.995 | 0.015 |
No log | 8.13 | 1000 | 0.0002 | 1.0 | 1.0 | 1.0 | 0.6 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.033 |
No log | 8.13 | 1000 | 0.0010 | 0.9901 | 1.0 | 0.9950 | 0.008 |
No log | 8.13 | 1000 | 0.0018 | 1.0 | 0.995 | 0.9975 | 0.2 |
No log | 8.13 | 1000 | 0.0033 | 0.99 | 0.99 | 0.99 | 0.9 |
No log | 8.13 | 1000 | 0.0023 | 0.9851 | 0.995 | 0.9900 | 0.083 |
No log | 8.13 | 1000 | 0.0004 | 1.0 | 1.0 | 1.0 | 0.9 |
No log | 8.13 | 1000 | 0.0267 | 0.9786 | 0.915 | 0.9457 | 0.0440 |
No log | 8.13 | 1000 | 0.0000 | 1.0 | 1.0 | 1.0 | 0.039 |
No log | 8.13 | 1000 | 0.0503 | 0.9349 | 0.79 | 0.8564 | 0.1 |
No log | 8.13 | 1000 | 0.0025 | 0.9852 | 1.0 | 0.9926 | 0.007 |
No log | 8.13 | 1000 | 0.0003 | 1.0 | 1.0 | 1.0 | 0.0130 |
No log | 8.13 | 1000 | 0.0068 | 0.9898 | 0.975 | 0.9824 | 0.9 |
No log | 8.13 | 1000 | 0.0092 | 0.9608 | 0.98 | 0.9703 | 0.5 |
No log | 8.13 | 1000 | 0.0001 | 1.0 | 1.0 | 1.0 | 0.2 |
No log | 8.13 | 1000 | 0.0002 | 1.0 | 1.0 | 1.0 | 0.061 |
No log | 8.13 | 1000 | 0.0022 | 1.0 | 0.995 | 0.9975 | 0.5 |
No log | 8.13 | 1000 | 0.0036 | 0.9803 | 0.995 | 0.9876 | 0.011 |
No log | 8.13 | 1000 | 0.0175 | 0.9641 | 0.94 | 0.9519 | 0.9 |
No log | 8.13 | 1000 | 0.1973 | 0.2459 | 0.675 | 0.3605 | 0.012 |
No log | 8.13 | 1000 | 0.1486 | 0.3097 | 0.3310 | 0.32 | 0.3000 |
No log | 8.13 | 1000 | 0.2422 | 0.5806 | 0.63 | 0.6043 | 0.7000 |
No log | 8.13 | 1000 | 0.2493 | 0.4540 | 0.715 | 0.5553 | 0.054 |
Framework versions
- Transformers 4.39.1
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
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