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MayBashendy/ASAP_FineTuningBERT_noAug_task1_organization_fold2
ASAP_FineTuningBERT_noAug_task1_organization_fold2 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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From the Hugging Face model README
This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
More information needed
More information needed
More information needed
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.0149 | 2 | 10.6723 | 0.0 | 10.6723 | 3.2669 |
| No log | 0.0299 | 4 | 8.0196 | 0.0147 | 8.0196 | 2.8319 |
| No log | 0.0448 | 6 | 6.7512 | 0.0018 | 6.7512 | 2.5983 |
| No log | 0.0597 | 8 | 5.4079 | 0.0 | 5.4079 | 2.3255 |
| No log | 0.0746 | 10 | 4.3200 | 0.0 | 4.3200 | 2.0785 |
| No log | 0.0896 | 12 | 3.3410 | 0.0203 | 3.3410 | 1.8278 |
| No log | 0.1045 | 14 | 2.5753 | 0.0039 | 2.5753 | 1.6048 |
| No log | 0.1194 | 16 | 1.9293 | 0.0 | 1.9293 | 1.3890 |
| No log | 0.1343 | 18 | 1.4190 | 0.0394 | 1.4190 | 1.1912 |
| No log | 0.1493 | 20 | 1.1002 | 0.0551 | 1.1002 | 1.0489 |
| No log | 0.1642 | 22 | 0.8937 | 0.0213 | 0.8937 | 0.9454 |
| No log | 0.1791 | 24 | 0.8050 | 0.0213 | 0.8050 | 0.8972 |
| No log | 0.1940 | 26 | 0.8031 | 0.0107 | 0.8031 | 0.8962 |
| No log | 0.2090 | 28 | 0.7277 | 0.0127 | 0.7277 | 0.8531 |
| No log | 0.2239 | 30 | 0.8531 | 0.3495 | 0.8531 | 0.9236 |
| No log | 0.2388 | 32 | 0.7096 | 0.4475 | 0.7096 | 0.8424 |
| No log | 0.2537 | 34 | 0.5980 | 0.2309 | 0.5980 | 0.7733 |
| No log | 0.2687 | 36 | 0.6013 | 0.4605 | 0.6013 | 0.7754 |
| No log | 0.2836 | 38 | 0.5720 | 0.4946 | 0.5720 | 0.7563 |
| No log | 0.2985 | 40 | 0.7095 | 0.4501 | 0.7095 | 0.8423 |
| No log | 0.3134 | 42 | 0.5962 | 0.4586 | 0.5962 | 0.7722 |
| No log | 0.3284 | 44 | 0.9455 | 0.2571 | 0.9455 | 0.9724 |
| No log | 0.3433 | 46 | 0.7965 | 0.3476 | 0.7965 | 0.8925 |
| No log | 0.3582 | 48 | 0.5109 | 0.5592 | 0.5109 | 0.7148 |
| No log | 0.3731 | 50 | 0.4506 | 0.5495 | 0.4506 | 0.6712 |
| No log | 0.3881 | 52 | 0.6493 | 0.3666 | 0.6493 | 0.8058 |
| No log | 0.4030 | 54 | 0.4714 | 0.4554 | 0.4714 | 0.6866 |
| No log | 0.4179 | 56 | 0.6649 | 0.5302 | 0.6649 | 0.8154 |
| No log | 0.4328 | 58 | 0.8137 | 0.1573 | 0.8137 | 0.9020 |
| No log | 0.4478 | 60 | 0.6959 | 0.1235 | 0.6959 | 0.8342 |
| No log | 0.4627 | 62 | 0.5418 | 0.2233 | 0.5418 | 0.7360 |
| No log | 0.4776 | 64 | 0.5405 | 0.4401 | 0.5405 | 0.7352 |
| No log | 0.4925 | 66 | 0.4282 | 0.5609 | 0.4282 | 0.6543 |
| No log | 0.5075 | 68 | 0.9270 | 0.5423 | 0.9270 | 0.9628 |
| No log | 0.5224 | 70 | 1.5020 | 0.2131 | 1.5020 | 1.2256 |
| No log | 0.5373 | 72 | 1.5728 | -0.1710 | 1.5728 | 1.2541 |
| No log | 0.5522 | 74 | 1.5166 | -0.1929 | 1.5166 | 1.2315 |
| No log | 0.5672 | 76 | 1.2478 | 0.1460 | 1.2478 | 1.1170 |
| No log | 0.5821 | 78 | 0.7418 | 0.5734 | 0.7418 | 0.8613 |
| No log | 0.5970 | 80 | 0.6572 | 0.4067 | 0.6572 | 0.8107 |
| No log | 0.6119 | 82 | 1.3596 | 0.2263 | 1.3596 | 1.1660 |
| No log | 0.6269 | 84 | 1.0630 | 0.2400 | 1.0630 | 1.0310 |
| No log | 0.6418 | 86 | 0.5359 | 0.3310 | 0.5359 | 0.7321 |
| No log | 0.6567 | 88 | 0.6048 | 0.5168 | 0.6048 | 0.7777 |
| No log | 0.6716 | 90 | 0.8205 | 0.4091 | 0.8205 | 0.9058 |
| No log | 0.6866 | 92 | 0.8275 | 0.4222 | 0.8275 | 0.9097 |
| No log | 0.7015 | 94 | 0.6541 | 0.4793 | 0.6541 | 0.8088 |
| No log | 0.7164 | 96 | 0.5238 | 0.4510 | 0.5238 | 0.7238 |
| No log | 0.7313 | 98 | 0.7767 | 0.2120 | 0.7767 | 0.8813 |
| No log | 0.7463 | 100 | 0.9265 | 0.1973 | 0.9265 | 0.9625 |
| No log | 0.7612 | 102 | 0.7537 | 0.2281 | 0.7537 | 0.8681 |
| No log | 0.7761 | 104 | 0.5126 | 0.4141 | 0.5126 | 0.7160 |
| No log | 0.7910 | 106 | 0.5120 | 0.5326 | 0.5120 | 0.7156 |
| No log | 0.8060 | 108 | 0.8517 | 0.4371 | 0.8517 | 0.9229 |
| No log | 0.8209 | 110 | 0.9598 | 0.4174 | 0.9598 | 0.9797 |
| No log | 0.8358 | 112 | 0.8190 | 0.4487 | 0.8190 | 0.9050 |
| No log | 0.8507 | 114 | 0.5733 | 0.5690 | 0.5733 | 0.7572 |
| No log | 0.8657 | 116 | 0.4481 | 0.4554 | 0.4481 | 0.6694 |
| No log | 0.8806 | 118 | 0.4435 | 0.4676 | 0.4435 | 0.6659 |
| No log | 0.8955 | 120 | 0.4323 | 0.5734 | 0.4323 | 0.6575 |
| No log | 0.9104 | 122 | 0.4693 | 0.5942 | 0.4693 | 0.6851 |
| No log | 0.9254 | 124 | 0.4604 | 0.6121 | 0.4604 | 0.6785 |
| No log | 0.9403 | 126 | 0.4576 | 0.6240 | 0.4576 | 0.6765 |
| No log | 0.9552 | 128 | 0.4137 | 0.5743 | 0.4137 | 0.6432 |
| No log | 0.9701 | 130 | 0.4161 | 0.5845 | 0.4161 | 0.6450 |
| No log | 0.9851 | 132 | 0.4220 | 0.6016 | 0.4220 | 0.6496 |
| No log | 1.0 | 134 | 0.5155 | 0.5960 | 0.5155 | 0.7180 |
| No log | 1.0149 | 136 | 0.7270 | 0.5617 | 0.7270 | 0.8526 |
| No log | 1.0299 | 138 | 0.6997 | 0.5609 | 0.6997 | 0.8365 |
| No log | 1.0448 | 140 | 0.5063 | 0.6189 | 0.5063 | 0.7115 |
| No log | 1.0597 | 142 | 0.4162 | 0.5157 | 0.4162 | 0.6452 |
| No log | 1.0746 | 144 | 0.4173 | 0.5155 | 0.4173 | 0.6460 |
| No log | 1.0896 | 146 | 0.4328 | 0.5797 | 0.4328 | 0.6578 |
| No log | 1.1045 | 148 | 0.4867 | 0.6208 | 0.4867 | 0.6976 |
| No log | 1.1194 | 150 | 0.5164 | 0.6162 | 0.5164 | 0.7186 |
| No log | 1.1343 | 152 | 0.4248 | 0.6130 | 0.4248 | 0.6518 |
| No log | 1.1493 | 154 | 0.4056 | 0.5097 | 0.4056 | 0.6369 |
| No log | 1.1642 | 156 | 0.4180 | 0.4979 | 0.4180 | 0.6465 |
| No log | 1.1791 | 158 | 0.4140 | 0.4830 | 0.4140 | 0.6434 |
| No log | 1.1940 | 160 | 0.3920 | 0.5834 | 0.3920 | 0.6261 |
| No log | 1.2090 | 162 | 0.5018 | 0.6209 | 0.5018 | 0.7084 |
| No log | 1.2239 | 164 | 0.5007 | 0.6149 | 0.5007 | 0.7076 |
| No log | 1.2388 | 166 | 0.3837 | 0.5746 | 0.3837 | 0.6194 |
| No log | 1.2537 | 168 | 0.3738 | 0.5724 | 0.3738 | 0.6114 |
| No log | 1.2687 | 170 | 0.3754 | 0.5150 | 0.3754 | 0.6127 |
| No log | 1.2836 | 172 | 0.3874 | 0.5077 | 0.3874 | 0.6224 |
| No log | 1.2985 | 174 | 0.3703 | 0.5487 | 0.3703 | 0.6085 |
| No log | 1.3134 | 176 | 0.4615 | 0.6415 | 0.4615 | 0.6794 |
| No log | 1.3284 | 178 | 0.5513 | 0.6312 | 0.5513 | 0.7425 |
| No log | 1.3433 | 180 | 0.4480 | 0.6323 | 0.4480 | 0.6693 |
| No log | 1.3582 | 182 | 0.3704 | 0.5794 | 0.3704 | 0.6086 |
| No log | 1.3731 | 184 | 0.3760 | 0.6128 | 0.3760 | 0.6132 |
| No log | 1.3881 | 186 | 0.5736 | 0.6382 | 0.5736 | 0.7573 |
| No log | 1.4030 | 188 | 0.8438 | 0.5747 | 0.8438 | 0.9186 |
| No log | 1.4179 | 190 | 0.7297 | 0.6097 | 0.7297 | 0.8542 |
| No log | 1.4328 | 192 | 0.4222 | 0.6309 | 0.4222 | 0.6498 |
| No log | 1.4478 | 194 | 0.3687 | 0.6092 | 0.3687 | 0.6072 |
| No log | 1.4627 | 196 | 0.3766 | 0.5380 | 0.3766 | 0.6137 |
| No log | 1.4776 | 198 | 0.3790 | 0.5817 | 0.3790 | 0.6156 |
| No log | 1.4925 | 200 | 0.5637 | 0.6074 | 0.5637 | 0.7508 |
| No log | 1.5075 | 202 | 0.6733 | 0.5417 | 0.6733 | 0.8206 |
| No log | 1.5224 | 204 | 0.5421 | 0.5903 | 0.5421 | 0.7362 |
| No log | 1.5373 | 206 | 0.4198 | 0.5017 | 0.4198 | 0.6479 |
| No log | 1.5522 | 208 | 0.4067 | 0.4710 | 0.4067 | 0.6378 |
| No log | 1.5672 | 210 | 0.3855 | 0.5307 | 0.3855 | 0.6209 |
| No log | 1.5821 | 212 | 0.3872 | 0.5825 | 0.3872 | 0.6223 |
| No log | 1.5970 | 214 | 0.5825 | 0.6071 | 0.5825 | 0.7632 |
| No log | 1.6119 | 216 | 0.6934 | 0.5796 | 0.6934 | 0.8327 |
| No log | 1.6269 | 218 | 0.5314 | 0.6316 | 0.5314 | 0.7289 |
| No log | 1.6418 | 220 | 0.3797 | 0.5727 | 0.3797 | 0.6162 |
| No log | 1.6567 | 222 | 0.3781 | 0.5437 | 0.3781 | 0.6149 |
| No log | 1.6716 | 224 | 0.4057 | 0.5972 | 0.4057 | 0.6369 |
| No log | 1.6866 | 226 | 0.5567 | 0.6223 | 0.5567 | 0.7461 |
| No log | 1.7015 | 228 | 0.7409 | 0.5818 | 0.7409 | 0.8607 |
| No log | 1.7164 | 230 | 0.6184 | 0.6175 | 0.6184 | 0.7864 |
| No log | 1.7313 | 232 | 0.3965 | 0.6034 | 0.3965 | 0.6297 |
| No log | 1.7463 | 234 | 0.3759 | 0.5179 | 0.3759 | 0.6131 |
| No log | 1.7612 | 236 | 0.3910 | 0.5207 | 0.3910 | 0.6253 |
| No log | 1.7761 | 238 | 0.3682 | 0.5532 | 0.3682 | 0.6068 |
| No log | 1.7910 | 240 | 0.4153 | 0.6072 | 0.4153 | 0.6445 |
| No log | 1.8060 | 242 | 0.4108 | 0.6056 | 0.4108 | 0.6409 |
| No log | 1.8209 | 244 | 0.3800 | 0.6043 | 0.3800 | 0.6164 |
| No log | 1.8358 | 246 | 0.4004 | 0.6093 | 0.4004 | 0.6328 |
| No log | 1.8507 | 248 | 0.3965 | 0.6092 | 0.3965 | 0.6297 |
| No log | 1.8657 | 250 | 0.4606 | 0.6226 | 0.4606 | 0.6787 |
| No log | 1.8806 | 252 | 0.4519 | 0.6103 | 0.4519 | 0.6722 |
| No log | 1.8955 | 254 | 0.3861 | 0.5936 | 0.3861 | 0.6214 |
| No log | 1.9104 | 256 | 0.3711 | 0.5630 | 0.3711 | 0.6092 |
| No log | 1.9254 | 258 | 0.3742 | 0.5579 | 0.3742 | 0.6117 |
| No log | 1.9403 | 260 | 0.3694 | 0.5894 | 0.3694 | 0.6078 |
| No log | 1.9552 | 262 | 0.4554 | 0.6053 | 0.4554 | 0.6748 |
| No log | 1.9701 | 264 | 0.5007 | 0.6153 | 0.5007 | 0.7076 |
| No log | 1.9851 | 266 | 0.4067 | 0.5887 | 0.4067 | 0.6377 |
| No log | 2.0 | 268 | 0.3789 | 0.5692 | 0.3789 | 0.6155 |
| No log | 2.0149 | 270 | 0.3837 | 0.5790 | 0.3837 | 0.6195 |
| No log | 2.0299 | 272 | 0.4043 | 0.6282 | 0.4043 | 0.6358 |
| No log | 2.0448 | 274 | 0.3945 | 0.6059 | 0.3945 | 0.6281 |
| No log | 2.0597 | 276 | 0.3965 | 0.5513 | 0.3965 | 0.6297 |
| No log | 2.0746 | 278 | 0.3914 | 0.5688 | 0.3914 | 0.6256 |
| No log | 2.0896 | 280 | 0.3853 | 0.5591 | 0.3853 | 0.6208 |
| No log | 2.1045 | 282 | 0.3710 | 0.5621 | 0.3710 | 0.6091 |
| No log | 2.1194 | 284 | 0.4037 | 0.6112 | 0.4037 | 0.6354 |
| No log | 2.1343 | 286 | 0.5285 | 0.628 | 0.5285 | 0.7270 |
| No log | 2.1493 | 288 | 0.5545 | 0.6291 | 0.5545 | 0.7446 |
| No log | 2.1642 | 290 | 0.4439 | 0.6180 | 0.4439 | 0.6662 |
| No log | 2.1791 | 292 | 0.3927 | 0.5564 | 0.3927 | 0.6266 |
| No log | 2.1940 | 294 | 0.3910 | 0.5715 | 0.3910 | 0.6253 |
| No log | 2.2090 | 296 | 0.4127 | 0.6214 | 0.4127 | 0.6424 |
| No log | 2.2239 | 298 | 0.6559 | 0.6632 | 0.6559 | 0.8099 |
| No log | 2.2388 | 300 | 0.7738 | 0.6685 | 0.7738 | 0.8797 |
| No log | 2.2537 | 302 | 0.5860 | 0.7173 | 0.5860 | 0.7655 |
| No log | 2.2687 | 304 | 0.4022 | 0.6446 | 0.4022 | 0.6342 |
| No log | 2.2836 | 306 | 0.3663 | 0.5595 | 0.3663 | 0.6052 |
| No log | 2.2985 | 308 | 0.3702 | 0.5264 | 0.3702 | 0.6085 |
| No log | 2.3134 | 310 | 0.3845 | 0.5926 | 0.3845 | 0.6201 |
| No log | 2.3284 | 312 | 0.4261 | 0.6176 | 0.4261 | 0.6528 |
| No log | 2.3433 | 314 | 0.4911 | 0.6723 | 0.4911 | 0.7008 |
| No log | 2.3582 | 316 | 0.4581 | 0.6549 | 0.4581 | 0.6768 |
| No log | 2.3731 | 318 | 0.4864 | 0.6800 | 0.4864 | 0.6974 |
| No log | 2.3881 | 320 | 0.4853 | 0.6792 | 0.4853 | 0.6967 |
| No log | 2.4030 | 322 | 0.3965 | 0.6407 | 0.3965 | 0.6297 |
| No log | 2.4179 | 324 | 0.3642 | 0.6047 | 0.3642 | 0.6035 |
| No log | 2.4328 | 326 | 0.3735 | 0.6251 | 0.3735 | 0.6112 |
| No log | 2.4478 | 328 | 0.3879 | 0.6602 | 0.3879 | 0.6228 |
| No log | 2.4627 | 330 | 0.4711 | 0.6811 | 0.4711 | 0.6863 |
| No log | 2.4776 | 332 | 0.5181 | 0.6826 | 0.5181 | 0.7198 |
| No log | 2.4925 | 334 | 0.4261 | 0.6815 | 0.4261 | 0.6528 |
| No log | 2.5075 | 336 | 0.3713 | 0.6178 | 0.3713 | 0.6093 |
| No log | 2.5224 | 338 | 0.3915 | 0.6150 | 0.3915 | 0.6257 |
| No log | 2.5373 | 340 | 0.4782 | 0.6273 | 0.4782 | 0.6915 |
| No log | 2.5522 | 342 | 0.4885 | 0.6254 | 0.4885 | 0.6989 |
| No log | 2.5672 | 344 | 0.3732 | 0.5994 | 0.3732 | 0.6109 |
| No log | 2.5821 | 346 | 0.3801 | 0.5070 | 0.3801 | 0.6165 |
| No log | 2.5970 | 348 | 0.3712 | 0.5171 | 0.3712 | 0.6093 |
| No log | 2.6119 | 350 | 0.3892 | 0.6010 | 0.3892 | 0.6239 |
| No log | 2.6269 | 352 | 0.4466 | 0.6172 | 0.4466 | 0.6682 |
| No log | 2.6418 | 354 | 0.4190 | 0.6207 | 0.4190 | 0.6473 |
| No log | 2.6567 | 356 | 0.4621 | 0.6291 | 0.4621 | 0.6798 |
| No log | 2.6716 | 358 | 0.5066 | 0.6446 | 0.5066 | 0.7117 |
| No log | 2.6866 | 360 | 0.4838 | 0.6342 | 0.4838 | 0.6956 |
| No log | 2.7015 | 362 | 0.4915 | 0.6348 | 0.4915 | 0.7011 |
| No log | 2.7164 | 364 | 0.4462 | 0.6166 | 0.4462 | 0.6680 |
| No log | 2.7313 | 366 | 0.4533 | 0.6078 | 0.4533 | 0.6733 |
| No log | 2.7463 | 368 | 0.4024 | 0.5870 | 0.4024 | 0.6343 |
| No log | 2.7612 | 370 | 0.3806 | 0.5062 | 0.3806 | 0.6170 |
| No log | 2.7761 | 372 | 0.3836 | 0.5292 | 0.3836 | 0.6193 |
| No log | 2.7910 | 374 | 0.4720 | 0.6403 | 0.4720 | 0.6870 |
| No log | 2.8060 | 376 | 0.6091 | 0.6852 | 0.6091 | 0.7804 |
| No log | 2.8209 | 378 | 0.5916 | 0.6899 | 0.5916 | 0.7692 |
| No log | 2.8358 | 380 | 0.4347 | 0.6504 | 0.4347 | 0.6593 |
| No log | 2.8507 | 382 | 0.3827 | 0.5263 | 0.3827 | 0.6186 |
| No log | 2.8657 | 384 | 0.3760 | 0.5528 | 0.3760 | 0.6132 |
| No log | 2.8806 | 386 | 0.4068 | 0.6310 | 0.4068 | 0.6378 |
| No log | 2.8955 | 388 | 0.4517 | 0.6792 | 0.4517 | 0.6721 |
| No log | 2.9104 | 390 | 0.5059 | 0.7043 | 0.5059 | 0.7113 |
| No log | 2.9254 | 392 | 0.4551 | 0.6900 | 0.4551 | 0.6746 |
| No log | 2.9403 | 394 | 0.4066 | 0.6623 | 0.4066 | 0.6377 |
| No log | 2.9552 | 396 | 0.3756 | 0.5860 | 0.3756 | 0.6128 |
| No log | 2.9701 | 398 | 0.3748 | 0.6201 | 0.3748 | 0.6122 |
| No log | 2.9851 | 400 | 0.4823 | 0.7260 | 0.4823 | 0.6945 |
| No log | 3.0 | 402 | 0.8645 | 0.6806 | 0.8645 | 0.9298 |
| No log | 3.0149 | 404 | 1.0827 | 0.6450 | 1.0827 | 1.0405 |
| No log | 3.0299 | 406 | 0.9742 | 0.6459 | 0.9742 | 0.9870 |
| No log | 3.0448 | 408 | 0.6778 | 0.6834 | 0.6778 | 0.8233 |
| No log | 3.0597 | 410 | 0.3943 | 0.6459 | 0.3943 | 0.6279 |
| No log | 3.0746 | 412 | 0.4061 | 0.5399 | 0.4061 | 0.6372 |
| No log | 3.0896 | 414 | 0.4281 | 0.5271 | 0.4281 | 0.6543 |
| No log | 3.1045 | 416 | 0.3730 | 0.5521 | 0.3730 | 0.6107 |
| No log | 3.1194 | 418 | 0.3620 | 0.5560 | 0.3620 | 0.6017 |
| No log | 3.1343 | 420 | 0.3905 | 0.6278 | 0.3905 | 0.6249 |
| No log | 3.1493 | 422 | 0.5022 | 0.6407 | 0.5022 | 0.7087 |
| No log | 3.1642 | 424 | 0.5048 | 0.6531 | 0.5048 | 0.7105 |
| No log | 3.1791 | 426 | 0.4764 | 0.6935 | 0.4764 | 0.6902 |
| No log | 3.1940 | 428 | 0.4028 | 0.6851 | 0.4028 | 0.6346 |
| No log | 3.2090 | 430 | 0.3597 | 0.6006 | 0.3597 | 0.5998 |
| No log | 3.2239 | 432 | 0.3684 | 0.5441 | 0.3684 | 0.6070 |
| No log | 3.2388 | 434 | 0.4018 | 0.5004 | 0.4018 | 0.6339 |
| No log | 3.2537 | 436 | 0.3960 | 0.5008 | 0.3960 | 0.6293 |
| No log | 3.2687 | 438 | 0.3610 | 0.5454 | 0.3610 | 0.6008 |
| No log | 3.2836 | 440 | 0.3691 | 0.6468 | 0.3691 | 0.6076 |
| No log | 3.2985 | 442 | 0.4106 | 0.6914 | 0.4106 | 0.6407 |
| No log | 3.3134 | 444 | 0.4149 | 0.6940 | 0.4149 | 0.6441 |
| No log | 3.3284 | 446 | 0.4141 | 0.6986 | 0.4141 | 0.6435 |
| No log | 3.3433 | 448 | 0.4705 | 0.7152 | 0.4705 | 0.6859 |
| No log | 3.3582 | 450 | 0.5107 | 0.7222 | 0.5107 | 0.7146 |
| No log | 3.3731 | 452 | 0.4633 | 0.7182 | 0.4633 | 0.6806 |
| No log | 3.3881 | 454 | 0.4139 | 0.6752 | 0.4139 | 0.6434 |
| No log | 3.4030 | 456 | 0.4128 | 0.6540 | 0.4128 | 0.6425 |
| No log | 3.4179 | 458 | 0.4231 | 0.6693 | 0.4231 | 0.6505 |
| No log | 3.4328 | 460 | 0.4804 | 0.6986 | 0.4804 | 0.6931 |
| No log | 3.4478 | 462 | 0.4738 | 0.6952 | 0.4738 | 0.6884 |
| No log | 3.4627 | 464 | 0.4331 | 0.6709 | 0.4331 | 0.6581 |
| No log | 3.4776 | 466 | 0.4702 | 0.6897 | 0.4702 | 0.6857 |
| No log | 3.4925 | 468 | 0.5055 | 0.7159 | 0.5055 | 0.7110 |
| No log | 3.5075 | 470 | 0.5052 | 0.6984 | 0.5052 | 0.7107 |
| No log | 3.5224 | 472 | 0.4447 | 0.6598 | 0.4447 | 0.6669 |
| No log | 3.5373 | 474 | 0.3962 | 0.5610 | 0.3962 | 0.6295 |
| No log | 3.5522 | 476 | 0.4018 | 0.5672 | 0.4018 | 0.6339 |
| No log | 3.5672 | 478 | 0.4686 | 0.6776 | 0.4686 | 0.6846 |
| No log | 3.5821 | 480 | 0.6473 | 0.7106 | 0.6473 | 0.8045 |
| No log | 3.5970 | 482 | 0.7050 | 0.7008 | 0.7050 | 0.8396 |
| No log | 3.6119 | 484 | 0.5445 | 0.7366 | 0.5445 | 0.7379 |
| No log | 3.6269 | 486 | 0.4119 | 0.7018 | 0.4119 | 0.6418 |
| No log | 3.6418 | 488 | 0.4060 | 0.6988 | 0.4060 | 0.6372 |
| No log | 3.6567 | 490 | 0.4481 | 0.7081 | 0.4481 | 0.6694 |
| No log | 3.6716 | 492 | 0.4862 | 0.7143 | 0.4862 | 0.6973 |
| No log | 3.6866 | 494 | 0.4875 | 0.7181 | 0.4875 | 0.6982 |
| No log | 3.7015 | 496 | 0.4247 | 0.6708 | 0.4247 | 0.6517 |
| No log | 3.7164 | 498 | 0.4031 | 0.6288 | 0.4031 | 0.6349 |
| 0.6867 | 3.7313 | 500 | 0.4215 | 0.6428 | 0.4215 | 0.6492 |
| 0.6867 | 3.7463 | 502 | 0.4513 | 0.6477 | 0.4513 | 0.6718 |
| 0.6867 | 3.7612 | 504 | 0.4561 | 0.6484 | 0.4561 | 0.6753 |
| 0.6867 | 3.7761 | 506 | 0.4755 | 0.6801 | 0.4755 | 0.6895 |
| 0.6867 | 3.7910 | 508 | 0.5139 | 0.7195 | 0.5139 | 0.7169 |
| 0.6867 | 3.8060 | 510 | 0.4454 | 0.6843 | 0.4454 | 0.6674 |
| 0.6867 | 3.8209 | 512 | 0.3860 | 0.6392 | 0.3860 | 0.6213 |
| 0.6867 | 3.8358 | 514 | 0.3834 | 0.6414 | 0.3834 | 0.6192 |
| 0.6867 | 3.8507 | 516 | 0.4071 | 0.6848 | 0.4071 | 0.6380 |
| 0.6867 | 3.8657 | 518 | 0.5722 | 0.7312 | 0.5722 | 0.7564 |
| 0.6867 | 3.8806 | 520 | 0.7427 | 0.7166 | 0.7427 | 0.8618 |
| 0.6867 | 3.8955 | 522 | 0.6273 | 0.7288 | 0.6273 | 0.7920 |
| 0.6867 | 3.9104 | 524 | 0.4069 | 0.6740 | 0.4069 | 0.6379 |
| 0.6867 | 3.9254 | 526 | 0.3939 | 0.5727 | 0.3939 | 0.6276 |
| 0.6867 | 3.9403 | 528 | 0.3774 | 0.5867 | 0.3774 | 0.6143 |
| 0.6867 | 3.9552 | 530 | 0.3962 | 0.6747 | 0.3962 | 0.6294 |
| 0.6867 | 3.9701 | 532 | 0.4160 | 0.6860 | 0.4160 | 0.6450 |
| 0.6867 | 3.9851 | 534 | 0.5203 | 0.7269 | 0.5203 | 0.7213 |
| 0.6867 | 4.0 | 536 | 0.5171 | 0.7174 | 0.5171 | 0.7191 |
| 0.6867 | 4.0149 | 538 | 0.4427 | 0.7012 | 0.4427 | 0.6653 |
| 0.6867 | 4.0299 | 540 | 0.3932 | 0.6544 | 0.3932 | 0.6271 |
| 0.6867 | 4.0448 | 542 | 0.3995 | 0.6563 | 0.3995 | 0.6321 |
| 0.6867 | 4.0597 | 544 | 0.4455 | 0.6756 | 0.4455 | 0.6674 |
| 0.6867 | 4.0746 | 546 | 0.4329 | 0.6616 | 0.4329 | 0.6579 |
| 0.6867 | 4.0896 | 548 | 0.5155 | 0.6943 | 0.5155 | 0.7180 |
| 0.6867 | 4.1045 | 550 | 0.6823 | 0.7014 | 0.6823 | 0.8260 |
| 0.6867 | 4.1194 | 552 | 0.6007 | 0.7095 | 0.6007 | 0.7750 |
| 0.6867 | 4.1343 | 554 | 0.4191 | 0.6377 | 0.4191 | 0.6473 |
| 0.6867 | 4.1493 | 556 | 0.4892 | 0.4879 | 0.4892 | 0.6994 |
| 0.6867 | 4.1642 | 558 | 0.5270 | 0.4635 | 0.5270 | 0.7260 |
| 0.6867 | 4.1791 | 560 | 0.4242 | 0.5605 | 0.4242 | 0.6513 |
| 0.6867 | 4.1940 | 562 | 0.4932 | 0.7021 | 0.4932 | 0.7023 |
| 0.6867 | 4.2090 | 564 | 0.8160 | 0.7015 | 0.8160 | 0.9033 |
| 0.6867 | 4.2239 | 566 | 0.8848 | 0.6839 | 0.8848 | 0.9406 |
| 0.6867 | 4.2388 | 568 | 0.6684 | 0.7170 | 0.6684 | 0.8176 |
| 0.6867 | 4.2537 | 570 | 0.4052 | 0.6716 | 0.4052 | 0.6366 |
| 0.6867 | 4.2687 | 572 | 0.4048 | 0.5508 | 0.4048 | 0.6362 |
| 0.6867 | 4.2836 | 574 | 0.4236 | 0.5117 | 0.4236 | 0.6508 |
| 0.6867 | 4.2985 | 576 | 0.3831 | 0.5732 | 0.3831 | 0.6189 |
| 0.6867 | 4.3134 | 578 | 0.4459 | 0.7100 | 0.4459 | 0.6677 |
| 0.6867 | 4.3284 | 580 | 0.5156 | 0.7389 | 0.5156 | 0.7181 |
| 0.6867 | 4.3433 | 582 | 0.4607 | 0.7109 | 0.4607 | 0.6788 |
| 0.6867 | 4.3582 | 584 | 0.4066 | 0.6634 | 0.4066 | 0.6376 |
| 0.6867 | 4.3731 | 586 | 0.3785 | 0.5836 | 0.3785 | 0.6152 |
| 0.6867 | 4.3881 | 588 | 0.3822 | 0.6120 | 0.3822 | 0.6182 |
| 0.6867 | 4.4030 | 590 | 0.4015 | 0.6508 | 0.4015 | 0.6337 |
| 0.6867 | 4.4179 | 592 | 0.4224 | 0.6773 | 0.4224 | 0.6499 |
| 0.6867 | 4.4328 | 594 | 0.5277 | 0.7319 | 0.5277 | 0.7265 |
| 0.6867 | 4.4478 | 596 | 0.5373 | 0.7365 | 0.5373 | 0.7330 |
| 0.6867 | 4.4627 | 598 | 0.4303 | 0.6786 | 0.4303 | 0.6560 |
| 0.6867 | 4.4776 | 600 | 0.4085 | 0.6630 | 0.4085 | 0.6392 |
| 0.6867 | 4.4925 | 602 | 0.3972 | 0.6233 | 0.3972 | 0.6303 |
| 0.6867 | 4.5075 | 604 | 0.4347 | 0.6739 | 0.4347 | 0.6593 |
| 0.6867 | 4.5224 | 606 | 0.5232 | 0.7277 | 0.5232 | 0.7233 |
| 0.6867 | 4.5373 | 608 | 0.5409 | 0.7335 | 0.5409 | 0.7355 |
| 0.6867 | 4.5522 | 610 | 0.4524 | 0.6914 | 0.4524 | 0.6726 |
| 0.6867 | 4.5672 | 612 | 0.3990 | 0.6173 | 0.3990 | 0.6317 |
| 0.6867 | 4.5821 | 614 | 0.3893 | 0.5670 | 0.3893 | 0.6239 |
| 0.6867 | 4.5970 | 616 | 0.3889 | 0.5826 | 0.3889 | 0.6236 |
| 0.6867 | 4.6119 | 618 | 0.4286 | 0.6390 | 0.4286 | 0.6547 |
| 0.6867 | 4.6269 | 620 | 0.5295 | 0.6751 | 0.5295 | 0.7277 |
| 0.6867 | 4.6418 | 622 | 0.5044 | 0.6693 | 0.5044 | 0.7102 |
| 0.6867 | 4.6567 | 624 | 0.4350 | 0.6359 | 0.4350 | 0.6596 |
| 0.6867 | 4.6716 | 626 | 0.4261 | 0.6253 | 0.4261 | 0.6528 |
| 0.6867 | 4.6866 | 628 | 0.4536 | 0.6457 | 0.4536 | 0.6735 |
| 0.6867 | 4.7015 | 630 | 0.4404 | 0.6363 | 0.4404 | 0.6636 |
| 0.6867 | 4.7164 | 632 | 0.4181 | 0.6032 | 0.4181 | 0.6466 |
| 0.6867 | 4.7313 | 634 | 0.4086 | 0.5923 | 0.4086 | 0.6392 |
| 0.6867 | 4.7463 | 636 | 0.4286 | 0.6263 | 0.4286 | 0.6547 |
| 0.6867 | 4.7612 | 638 | 0.5067 | 0.6567 | 0.5067 | 0.7118 |
| 0.6867 | 4.7761 | 640 | 0.5520 | 0.6851 | 0.5520 | 0.7429 |
| 0.6867 | 4.7910 | 642 | 0.6143 | 0.6895 | 0.6143 | 0.7838 |
| 0.6867 | 4.8060 | 644 | 0.5175 | 0.6809 | 0.5175 | 0.7194 |
| 0.6867 | 4.8209 | 646 | 0.4578 | 0.6499 | 0.4578 | 0.6766 |
| 0.6867 | 4.8358 | 648 | 0.4229 | 0.6206 | 0.4229 | 0.6503 |
| 0.6867 | 4.8507 | 650 | 0.4364 | 0.6437 | 0.4364 | 0.6606 |
| 0.6867 | 4.8657 | 652 | 0.5377 | 0.7045 | 0.5377 | 0.7333 |
| 0.6867 | 4.8806 | 654 | 0.5696 | 0.7149 | 0.5696 | 0.7547 |
| 0.6867 | 4.8955 | 656 | 0.5439 | 0.6990 | 0.5439 | 0.7375 |
| 0.6867 | 4.9104 | 658 | 0.4545 | 0.6725 | 0.4545 | 0.6742 |
| 0.6867 | 4.9254 | 660 | 0.4113 | 0.5951 | 0.4113 | 0.6413 |
| 0.6867 | 4.9403 | 662 | 0.4059 | 0.5820 | 0.4059 | 0.6371 |
| 0.6867 | 4.9552 | 664 | 0.4198 | 0.6488 | 0.4198 | 0.6479 |
| 0.6867 | 4.9701 | 666 | 0.4582 | 0.6778 | 0.4582 | 0.6769 |
| 0.6867 | 4.9851 | 668 | 0.5464 | 0.7070 | 0.5464 | 0.7392 |
| 0.6867 | 5.0 | 670 | 0.5293 | 0.7035 | 0.5293 | 0.7275 |
| 0.6867 | 5.0149 | 672 | 0.4097 | 0.6136 | 0.4097 | 0.6401 |
| 0.6867 | 5.0299 | 674 | 0.3865 | 0.5612 | 0.3865 | 0.6217 |
| 0.6867 | 5.0448 | 676 | 0.3894 | 0.5330 | 0.3894 | 0.6240 |
| 0.6867 | 5.0597 | 678 | 0.3835 | 0.5446 | 0.3835 | 0.6192 |
| 0.6867 | 5.0746 | 680 | 0.4047 | 0.6457 | 0.4047 | 0.6361 |
| 0.6867 | 5.0896 | 682 | 0.5507 | 0.7066 | 0.5507 | 0.7421 |
| 0.6867 | 5.1045 | 684 | 0.5959 | 0.7121 | 0.5959 | 0.7719 |
| 0.6867 | 5.1194 | 686 | 0.4754 | 0.7104 | 0.4754 | 0.6895 |
| 0.6867 | 5.1343 | 688 | 0.3849 | 0.6330 | 0.3849 | 0.6204 |
| 0.6867 | 5.1493 | 690 | 0.3842 | 0.5624 | 0.3842 | 0.6199 |
| 0.6867 | 5.1642 | 692 | 0.3824 | 0.5601 | 0.3824 | 0.6184 |
| 0.6867 | 5.1791 | 694 | 0.3783 | 0.5908 | 0.3783 | 0.6151 |
| 0.6867 | 5.1940 | 696 | 0.4638 | 0.6956 | 0.4638 | 0.6810 |
| 0.6867 | 5.2090 | 698 | 0.6786 | 0.7080 | 0.6786 | 0.8238 |
| 0.6867 | 5.2239 | 700 | 0.7035 | 0.6977 | 0.7035 | 0.8387 |
| 0.6867 | 5.2388 | 702 | 0.5369 | 0.6995 | 0.5369 | 0.7327 |
| 0.6867 | 5.2537 | 704 | 0.3970 | 0.5952 | 0.3970 | 0.6301 |
| 0.6867 | 5.2687 | 706 | 0.3947 | 0.5398 | 0.3947 | 0.6283 |
| 0.6867 | 5.2836 | 708 | 0.3940 | 0.5818 | 0.3940 | 0.6277 |
| 0.6867 | 5.2985 | 710 | 0.4627 | 0.6748 | 0.4627 | 0.6802 |
| 0.6867 | 5.3134 | 712 | 0.6652 | 0.7102 | 0.6652 | 0.8156 |
| 0.6867 | 5.3284 | 714 | 0.7262 | 0.6977 | 0.7262 | 0.8522 |
| 0.6867 | 5.3433 | 716 | 0.5989 | 0.7096 | 0.5989 | 0.7739 |
| 0.6867 | 5.3582 | 718 | 0.4288 | 0.6412 | 0.4288 | 0.6549 |
| 0.6867 | 5.3731 | 720 | 0.4217 | 0.5634 | 0.4217 | 0.6494 |
| 0.6867 | 5.3881 | 722 | 0.4240 | 0.5710 | 0.4240 | 0.6511 |
| 0.6867 | 5.4030 | 724 | 0.4288 | 0.6267 | 0.4288 | 0.6548 |
| 0.6867 | 5.4179 | 726 | 0.5064 | 0.6891 | 0.5064 | 0.7116 |
| 0.6867 | 5.4328 | 728 | 0.6082 | 0.7061 | 0.6082 | 0.7799 |
| 0.6867 | 5.4478 | 730 | 0.5771 | 0.7097 | 0.5771 | 0.7597 |
| 0.6867 | 5.4627 | 732 | 0.4558 | 0.6612 | 0.4558 | 0.6751 |
| 0.6867 | 5.4776 | 734 | 0.4090 | 0.5892 | 0.4090 | 0.6396 |
| 0.6867 | 5.4925 | 736 | 0.4074 | 0.5540 | 0.4074 | 0.6382 |
| 0.6867 | 5.5075 | 738 | 0.4043 | 0.5708 | 0.4043 | 0.6358 |
| 0.6867 | 5.5224 | 740 | 0.4282 | 0.6368 | 0.4282 | 0.6544 |
| 0.6867 | 5.5373 | 742 | 0.4964 | 0.7011 | 0.4964 | 0.7046 |
| 0.6867 | 5.5522 | 744 | 0.4775 | 0.6890 | 0.4775 | 0.6910 |
| 0.6867 | 5.5672 | 746 | 0.4173 | 0.6433 | 0.4173 | 0.6460 |
| 0.6867 | 5.5821 | 748 | 0.4056 | 0.5228 | 0.4056 | 0.6368 |
| 0.6867 | 5.5970 | 750 | 0.4548 | 0.4874 | 0.4548 | 0.6744 |
| 0.6867 | 5.6119 | 752 | 0.4322 | 0.4972 | 0.4322 | 0.6574 |
| 0.6867 | 5.6269 | 754 | 0.3982 | 0.5838 | 0.3982 | 0.6311 |
| 0.6867 | 5.6418 | 756 | 0.4501 | 0.6676 | 0.4501 | 0.6709 |
| 0.6867 | 5.6567 | 758 | 0.5407 | 0.7068 | 0.5407 | 0.7353 |
| 0.6867 | 5.6716 | 760 | 0.5601 | 0.7145 | 0.5601 | 0.7484 |
| 0.6867 | 5.6866 | 762 | 0.4580 | 0.6820 | 0.4580 | 0.6768 |
| 0.6867 | 5.7015 | 764 | 0.3934 | 0.6165 | 0.3934 | 0.6272 |
| 0.6867 | 5.7164 | 766 | 0.3879 | 0.6109 | 0.3879 | 0.6228 |
| 0.6867 | 5.7313 | 768 | 0.4246 | 0.6749 | 0.4246 | 0.6516 |
| 0.6867 | 5.7463 | 770 | 0.5022 | 0.7105 | 0.5022 | 0.7086 |
| 0.6867 | 5.7612 | 772 | 0.4743 | 0.7067 | 0.4743 | 0.6887 |
| 0.6867 | 5.7761 | 774 | 0.4157 | 0.6845 | 0.4157 | 0.6448 |
| 0.6867 | 5.7910 | 776 | 0.3863 | 0.5933 | 0.3863 | 0.6215 |
| 0.6867 | 5.8060 | 778 | 0.4007 | 0.5622 | 0.4007 | 0.6330 |
| 0.6867 | 5.8209 | 780 | 0.3891 | 0.6170 | 0.3891 | 0.6238 |
| 0.6867 | 5.8358 | 782 | 0.4245 | 0.6916 | 0.4245 | 0.6515 |
| 0.6867 | 5.8507 | 784 | 0.5644 | 0.7295 | 0.5644 | 0.7513 |
| 0.6867 | 5.8657 | 786 | 0.6563 | 0.7115 | 0.6563 | 0.8101 |
| 0.6867 | 5.8806 | 788 | 0.5803 | 0.7269 | 0.5803 | 0.7618 |
| 0.6867 | 5.8955 | 790 | 0.4334 | 0.6835 | 0.4334 | 0.6584 |
| 0.6867 | 5.9104 | 792 | 0.3905 | 0.6221 | 0.3905 | 0.6249 |
| 0.6867 | 5.9254 | 794 | 0.3870 | 0.6051 | 0.3870 | 0.6221 |
| 0.6867 | 5.9403 | 796 | 0.3873 | 0.6158 | 0.3873 | 0.6224 |
| 0.6867 | 5.9552 | 798 | 0.4172 | 0.6693 | 0.4172 | 0.6459 |
| 0.6867 | 5.9701 | 800 | 0.4687 | 0.6976 | 0.4687 | 0.6846 |
| 0.6867 | 5.9851 | 802 | 0.4404 | 0.6908 | 0.4404 | 0.6636 |
| 0.6867 | 6.0 | 804 | 0.4005 | 0.6394 | 0.4005 | 0.6329 |
| 0.6867 | 6.0149 | 806 | 0.4025 | 0.6449 | 0.4025 | 0.6344 |
| 0.6867 | 6.0299 | 808 | 0.4188 | 0.6459 | 0.4188 | 0.6471 |
| 0.6867 | 6.0448 | 810 | 0.4294 | 0.6493 | 0.4294 | 0.6552 |
| 0.6867 | 6.0597 | 812 | 0.4310 | 0.6491 | 0.4310 | 0.6565 |
| 0.6867 | 6.0746 | 814 | 0.4477 | 0.6492 | 0.4477 | 0.6691 |
| 0.6867 | 6.0896 | 816 | 0.4447 | 0.6503 | 0.4447 | 0.6669 |
| 0.6867 | 6.1045 | 818 | 0.4077 | 0.6298 | 0.4077 | 0.6385 |
| 0.6867 | 6.1194 | 820 | 0.4080 | 0.6290 | 0.4080 | 0.6388 |
| 0.6867 | 6.1343 | 822 | 0.4279 | 0.6579 | 0.4279 | 0.6542 |
| 0.6867 | 6.1493 | 824 | 0.5386 | 0.7162 | 0.5386 | 0.7339 |
| 0.6867 | 6.1642 | 826 | 0.6260 | 0.7172 | 0.6260 | 0.7912 |
| 0.6867 | 6.1791 | 828 | 0.5925 | 0.7186 | 0.5925 | 0.7698 |
| 0.6867 | 6.1940 | 830 | 0.4686 | 0.6902 | 0.4686 | 0.6845 |
| 0.6867 | 6.2090 | 832 | 0.4237 | 0.6442 | 0.4237 | 0.6509 |
| 0.6867 | 6.2239 | 834 | 0.4067 | 0.6286 | 0.4067 | 0.6377 |
| 0.6867 | 6.2388 | 836 | 0.4268 | 0.6410 | 0.4268 | 0.6533 |
| 0.6867 | 6.2537 | 838 | 0.4574 | 0.6760 | 0.4574 | 0.6763 |
| 0.6867 | 6.2687 | 840 | 0.4420 | 0.6505 | 0.4420 | 0.6649 |
| 0.6867 | 6.2836 | 842 | 0.4046 | 0.6227 | 0.4046 | 0.6361 |
| 0.6867 | 6.2985 | 844 | 0.3979 | 0.6095 | 0.3979 | 0.6308 |
| 0.6867 | 6.3134 | 846 | 0.4076 | 0.6335 | 0.4076 | 0.6384 |
| 0.6867 | 6.3284 | 848 | 0.4152 | 0.6395 | 0.4152 | 0.6444 |
| 0.6867 | 6.3433 | 850 | 0.4019 | 0.6178 | 0.4019 | 0.6340 |