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arabert_augWithOrig_disEqu_k5_organization_task1_fold1

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  1. README.md +401 -401
  2. model.safetensors +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: arabert_augWithOrig_disEqu_k5_organization_task1_fold0
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # arabert_augWithOrig_disEqu_k5_organization_task1_fold0
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9590
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- - Qwk: 0.6495
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- - Mse: 0.9590
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- - Rmse: 0.9793
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  ## Model description
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@@ -49,401 +49,401 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0253 | 2 | 3.0774 | -0.0262 | 3.0774 | 1.7542 |
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- | No log | 0.0506 | 4 | 1.7580 | -0.0383 | 1.7580 | 1.3259 |
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- | No log | 0.0759 | 6 | 1.1986 | 0.2566 | 1.1986 | 1.0948 |
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- | No log | 0.1013 | 8 | 1.0874 | 0.3256 | 1.0874 | 1.0428 |
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- | No log | 0.1266 | 10 | 0.9652 | 0.3686 | 0.9652 | 0.9824 |
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- | No log | 0.1519 | 12 | 0.9302 | 0.3418 | 0.9302 | 0.9645 |
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- | No log | 0.1772 | 14 | 1.0338 | 0.4126 | 1.0338 | 1.0168 |
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- | No log | 0.2025 | 16 | 1.3351 | 0.4830 | 1.3351 | 1.1555 |
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- | No log | 0.2278 | 18 | 1.6121 | 0.2416 | 1.6121 | 1.2697 |
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- | No log | 0.2532 | 20 | 1.8478 | 0.2145 | 1.8478 | 1.3593 |
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- | No log | 0.2785 | 22 | 1.8876 | 0.2145 | 1.8876 | 1.3739 |
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- | No log | 0.3038 | 24 | 1.5407 | 0.2553 | 1.5407 | 1.2413 |
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- | No log | 0.3291 | 26 | 1.0998 | 0.4085 | 1.0998 | 1.0487 |
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- | No log | 0.3544 | 28 | 1.0849 | 0.4867 | 1.0849 | 1.0416 |
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- | No log | 0.3797 | 30 | 1.2729 | 0.2910 | 1.2729 | 1.1282 |
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- | No log | 0.4051 | 32 | 1.2804 | 0.3111 | 1.2804 | 1.1316 |
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- | No log | 0.4304 | 34 | 1.2430 | 0.3623 | 1.2430 | 1.1149 |
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- | No log | 0.4557 | 36 | 1.1185 | 0.3404 | 1.1185 | 1.0576 |
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- | No log | 0.4810 | 38 | 1.0201 | 0.4919 | 1.0201 | 1.0100 |
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- | No log | 0.5063 | 40 | 1.0123 | 0.4919 | 1.0123 | 1.0061 |
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- | No log | 0.5316 | 42 | 1.2870 | 0.3298 | 1.2870 | 1.1345 |
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- | No log | 0.5570 | 44 | 1.3774 | 0.1895 | 1.3774 | 1.1736 |
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- | No log | 0.5823 | 46 | 1.2565 | 0.2168 | 1.2565 | 1.1209 |
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- | No log | 0.6076 | 48 | 1.1703 | 0.2478 | 1.1703 | 1.0818 |
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- | No log | 0.6329 | 50 | 1.1831 | 0.2478 | 1.1831 | 1.0877 |
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- | No log | 0.6582 | 52 | 1.1976 | 0.1874 | 1.1976 | 1.0943 |
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- | No log | 0.6835 | 54 | 1.1493 | 0.2788 | 1.1493 | 1.0720 |
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- | No log | 0.7089 | 56 | 1.2647 | 0.4590 | 1.2647 | 1.1246 |
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- | No log | 0.7342 | 58 | 1.5608 | 0.2793 | 1.5608 | 1.2493 |
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- | No log | 0.7595 | 60 | 1.9550 | 0.1873 | 1.9550 | 1.3982 |
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- | No log | 0.7848 | 62 | 2.2243 | 0.0801 | 2.2243 | 1.4914 |
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- | No log | 0.8101 | 64 | 2.3243 | 0.0550 | 2.3243 | 1.5246 |
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- | No log | 0.8354 | 66 | 2.2197 | 0.0050 | 2.2197 | 1.4899 |
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- | No log | 0.8608 | 68 | 2.0592 | -0.0943 | 2.0592 | 1.4350 |
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- | No log | 0.8861 | 70 | 1.9129 | -0.1867 | 1.9129 | 1.3831 |
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- | No log | 0.9114 | 72 | 1.7453 | -0.0024 | 1.7453 | 1.3211 |
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- | No log | 0.9367 | 74 | 1.5294 | 0.1497 | 1.5294 | 1.2367 |
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- | No log | 0.9620 | 76 | 1.2431 | 0.4059 | 1.2431 | 1.1149 |
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- | No log | 0.9873 | 78 | 0.9936 | 0.4355 | 0.9936 | 0.9968 |
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- | No log | 1.0127 | 80 | 0.9899 | 0.5281 | 0.9899 | 0.9949 |
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- | No log | 1.0380 | 82 | 0.9708 | 0.5281 | 0.9708 | 0.9853 |
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- | No log | 1.0633 | 84 | 0.9069 | 0.4528 | 0.9069 | 0.9523 |
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- | No log | 1.0886 | 86 | 0.8789 | 0.4712 | 0.8789 | 0.9375 |
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- | No log | 1.1139 | 88 | 0.9539 | 0.5488 | 0.9539 | 0.9767 |
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- | No log | 1.1392 | 90 | 1.2004 | 0.4071 | 1.2004 | 1.0956 |
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- | No log | 1.1646 | 92 | 1.3421 | 0.3322 | 1.3421 | 1.1585 |
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- | No log | 1.1899 | 94 | 1.4675 | 0.1893 | 1.4675 | 1.2114 |
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- | No log | 1.2152 | 96 | 1.6380 | 0.2705 | 1.6380 | 1.2799 |
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- | No log | 1.2405 | 98 | 1.6263 | 0.2705 | 1.6263 | 1.2753 |
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- | No log | 1.2658 | 100 | 1.4874 | 0.2705 | 1.4874 | 1.2196 |
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- | No log | 1.2911 | 102 | 1.1902 | 0.5051 | 1.1902 | 1.0910 |
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- | No log | 1.3165 | 104 | 1.0158 | 0.5882 | 1.0158 | 1.0079 |
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- | No log | 1.3418 | 106 | 1.0408 | 0.6155 | 1.0408 | 1.0202 |
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- | No log | 1.3671 | 108 | 1.1637 | 0.6280 | 1.1637 | 1.0788 |
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- | No log | 1.3924 | 110 | 1.4564 | 0.4581 | 1.4564 | 1.2068 |
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- | No log | 1.4177 | 112 | 1.5144 | 0.3837 | 1.5144 | 1.2306 |
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- | No log | 1.4430 | 114 | 1.4876 | 0.2435 | 1.4876 | 1.2197 |
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- | No log | 1.4684 | 116 | 1.3089 | 0.3322 | 1.3089 | 1.1441 |
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- | No log | 1.4937 | 118 | 1.0499 | 0.4845 | 1.0499 | 1.0247 |
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- | No log | 1.5190 | 120 | 0.8543 | 0.5645 | 0.8543 | 0.9243 |
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- | No log | 1.5443 | 122 | 0.8381 | 0.5645 | 0.8381 | 0.9155 |
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- | No log | 1.5696 | 124 | 0.9010 | 0.4878 | 0.9010 | 0.9492 |
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- | No log | 1.5949 | 126 | 1.1169 | 0.4830 | 1.1169 | 1.0568 |
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- | No log | 1.6203 | 128 | 1.1447 | 0.4830 | 1.1447 | 1.0699 |
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- | No log | 1.6456 | 130 | 1.0706 | 0.5542 | 1.0706 | 1.0347 |
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- | No log | 1.6709 | 132 | 0.8394 | 0.5645 | 0.8394 | 0.9162 |
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- | No log | 1.6962 | 134 | 0.8513 | 0.5645 | 0.8513 | 0.9226 |
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- | No log | 1.7215 | 136 | 0.9252 | 0.6254 | 0.9252 | 0.9619 |
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- | No log | 1.7468 | 138 | 1.0116 | 0.7337 | 1.0116 | 1.0058 |
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- | No log | 1.7722 | 140 | 0.9960 | 0.7337 | 0.9960 | 0.9980 |
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- | No log | 1.7975 | 142 | 1.2380 | 0.5477 | 1.2380 | 1.1127 |
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- | No log | 1.8228 | 144 | 1.3091 | 0.5688 | 1.3091 | 1.1442 |
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- | No log | 1.8481 | 146 | 1.3146 | 0.5688 | 1.3146 | 1.1466 |
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- | No log | 1.8734 | 148 | 1.2107 | 0.5273 | 1.2107 | 1.1003 |
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- | No log | 1.8987 | 150 | 1.0837 | 0.4167 | 1.0837 | 1.0410 |
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- | No log | 1.9241 | 152 | 0.9885 | 0.5471 | 0.9885 | 0.9943 |
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- | No log | 1.9494 | 154 | 0.8796 | 0.6775 | 0.8796 | 0.9379 |
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- | No log | 1.9747 | 156 | 0.8672 | 0.6775 | 0.8672 | 0.9312 |
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- | No log | 2.0 | 158 | 0.8542 | 0.7078 | 0.8542 | 0.9242 |
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- | No log | 2.0253 | 160 | 0.7751 | 0.6552 | 0.7751 | 0.8804 |
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- | No log | 2.0506 | 162 | 0.7942 | 0.5904 | 0.7942 | 0.8912 |
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- | No log | 2.0759 | 164 | 0.8465 | 0.5966 | 0.8465 | 0.9201 |
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- | No log | 2.1013 | 166 | 0.8012 | 0.6038 | 0.8012 | 0.8951 |
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- | No log | 2.1266 | 168 | 0.7811 | 0.6032 | 0.7811 | 0.8838 |
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- | No log | 2.1519 | 170 | 0.8591 | 0.6937 | 0.8591 | 0.9269 |
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- | No log | 2.1772 | 172 | 0.9255 | 0.6477 | 0.9255 | 0.9620 |
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- | No log | 2.2025 | 174 | 0.8632 | 0.6769 | 0.8632 | 0.9291 |
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- | No log | 2.2278 | 176 | 0.8458 | 0.6567 | 0.8458 | 0.9197 |
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- | No log | 2.2532 | 178 | 0.8685 | 0.6441 | 0.8685 | 0.9319 |
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- | No log | 2.2785 | 180 | 0.8494 | 0.6243 | 0.8494 | 0.9216 |
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- | No log | 2.3038 | 182 | 0.8104 | 0.6445 | 0.8104 | 0.9002 |
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- | No log | 2.3291 | 184 | 0.7472 | 0.6202 | 0.7472 | 0.8644 |
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- | No log | 2.3544 | 186 | 0.6915 | 0.6567 | 0.6915 | 0.8316 |
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- | No log | 2.3797 | 188 | 0.8101 | 0.7154 | 0.8101 | 0.9001 |
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- | No log | 2.4051 | 190 | 0.9747 | 0.5882 | 0.9747 | 0.9873 |
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- | No log | 2.4304 | 192 | 1.0964 | 0.6084 | 1.0964 | 1.0471 |
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- | No log | 2.4557 | 194 | 1.1503 | 0.6690 | 1.1503 | 1.0725 |
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- | No log | 2.4810 | 196 | 1.1398 | 0.6690 | 1.1398 | 1.0676 |
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- | No log | 2.5063 | 198 | 0.9993 | 0.7521 | 0.9993 | 0.9997 |
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- | No log | 2.5316 | 200 | 0.9294 | 0.6842 | 0.9294 | 0.9641 |
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- | No log | 2.5570 | 202 | 0.8507 | 0.6254 | 0.8507 | 0.9223 |
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- | No log | 2.5823 | 204 | 0.7773 | 0.6588 | 0.7773 | 0.8816 |
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- | No log | 2.6076 | 206 | 0.7322 | 0.6533 | 0.7322 | 0.8557 |
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- | No log | 2.6329 | 208 | 0.7458 | 0.6893 | 0.7458 | 0.8636 |
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- | No log | 2.6582 | 210 | 0.8646 | 0.7337 | 0.8646 | 0.9298 |
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- | No log | 2.6835 | 212 | 1.1840 | 0.6387 | 1.1840 | 1.0881 |
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- | No log | 2.7089 | 214 | 1.4548 | 0.5243 | 1.4548 | 1.2062 |
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- | No log | 2.7342 | 216 | 1.6320 | 0.4284 | 1.6320 | 1.2775 |
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- | No log | 2.7595 | 218 | 1.6462 | 0.2957 | 1.6462 | 1.2830 |
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- | No log | 2.7848 | 220 | 1.5380 | 0.2957 | 1.5380 | 1.2401 |
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- | No log | 2.8101 | 222 | 1.3049 | 0.5035 | 1.3049 | 1.1423 |
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- | No log | 2.8354 | 224 | 1.0489 | 0.6174 | 1.0489 | 1.0242 |
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- | No log | 2.8608 | 226 | 0.8360 | 0.7037 | 0.8360 | 0.9143 |
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- | No log | 2.8861 | 228 | 0.7461 | 0.6937 | 0.7461 | 0.8638 |
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- | No log | 2.9114 | 230 | 0.7432 | 0.6823 | 0.7432 | 0.8621 |
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- | No log | 2.9367 | 232 | 0.7739 | 0.6823 | 0.7739 | 0.8797 |
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- | No log | 2.9620 | 234 | 0.7990 | 0.7682 | 0.7990 | 0.8939 |
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- | No log | 2.9873 | 236 | 0.8627 | 0.6170 | 0.8627 | 0.9288 |
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- | No log | 3.0127 | 238 | 0.9529 | 0.6515 | 0.9529 | 0.9762 |
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- | No log | 3.0380 | 240 | 0.9967 | 0.6515 | 0.9967 | 0.9984 |
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- | No log | 3.0633 | 242 | 1.0102 | 0.6515 | 1.0102 | 1.0051 |
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- | No log | 3.0886 | 244 | 0.9726 | 0.6515 | 0.9726 | 0.9862 |
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- | No log | 3.1139 | 246 | 0.9170 | 0.7068 | 0.9170 | 0.9576 |
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- | No log | 3.1392 | 248 | 0.9438 | 0.6515 | 0.9438 | 0.9715 |
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- | No log | 3.1646 | 250 | 1.0382 | 0.6189 | 1.0382 | 1.0189 |
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- | No log | 3.1899 | 252 | 1.0078 | 0.6515 | 1.0078 | 1.0039 |
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- | No log | 3.2152 | 254 | 0.9682 | 0.7521 | 0.9682 | 0.9840 |
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- | No log | 3.2405 | 256 | 0.9392 | 0.7068 | 0.9392 | 0.9691 |
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- | No log | 3.2658 | 258 | 1.0439 | 0.6189 | 1.0439 | 1.0217 |
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- | No log | 3.2911 | 260 | 1.1935 | 0.5688 | 1.1935 | 1.0925 |
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- | No log | 3.3165 | 262 | 1.3865 | 0.3802 | 1.3865 | 1.1775 |
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- | No log | 3.3418 | 264 | 1.4320 | 0.4081 | 1.4320 | 1.1967 |
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- | No log | 3.3671 | 266 | 1.3977 | 0.5010 | 1.3977 | 1.1823 |
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- | No log | 3.3924 | 268 | 1.2084 | 0.6272 | 1.2084 | 1.0993 |
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- | No log | 3.4177 | 270 | 1.0299 | 0.7358 | 1.0299 | 1.0149 |
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- | No log | 3.4430 | 272 | 0.8702 | 0.6755 | 0.8702 | 0.9329 |
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- | No log | 3.4684 | 274 | 0.7982 | 0.6755 | 0.7982 | 0.8934 |
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- | No log | 3.4937 | 276 | 0.7652 | 0.6818 | 0.7652 | 0.8747 |
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- | No log | 3.5190 | 278 | 0.7618 | 0.6552 | 0.7618 | 0.8728 |
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- | No log | 3.5443 | 280 | 0.7834 | 0.7038 | 0.7834 | 0.8851 |
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- | No log | 3.5696 | 282 | 0.8455 | 0.7105 | 0.8455 | 0.9195 |
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- | No log | 3.5949 | 284 | 0.9339 | 0.7063 | 0.9339 | 0.9664 |
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- | No log | 3.6203 | 286 | 1.0177 | 0.6623 | 1.0177 | 1.0088 |
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- | No log | 3.6456 | 288 | 1.0926 | 0.6623 | 1.0926 | 1.0453 |
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- | No log | 3.6709 | 290 | 1.0955 | 0.6623 | 1.0955 | 1.0467 |
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- | No log | 3.6962 | 292 | 1.0092 | 0.6623 | 1.0092 | 1.0046 |
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- | No log | 3.7215 | 294 | 0.9854 | 0.7244 | 0.9854 | 0.9927 |
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- | No log | 3.7468 | 296 | 0.9994 | 0.5931 | 0.9994 | 0.9997 |
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- | No log | 3.7722 | 298 | 1.0171 | 0.6105 | 1.0171 | 1.0085 |
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- | No log | 3.7975 | 300 | 1.0805 | 0.6509 | 1.0805 | 1.0395 |
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- | No log | 3.8228 | 302 | 1.1836 | 0.6369 | 1.1836 | 1.0879 |
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- | No log | 3.8481 | 304 | 1.1536 | 0.6322 | 1.1536 | 1.0741 |
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- | No log | 3.8734 | 306 | 1.1137 | 0.6322 | 1.1137 | 1.0553 |
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- | No log | 3.8987 | 308 | 1.0252 | 0.6459 | 1.0252 | 1.0125 |
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- | No log | 3.9241 | 310 | 0.9462 | 0.7033 | 0.9462 | 0.9728 |
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- | No log | 3.9494 | 312 | 0.8855 | 0.6970 | 0.8855 | 0.9410 |
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- | No log | 3.9747 | 314 | 0.8449 | 0.6495 | 0.8449 | 0.9192 |
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- | No log | 4.0 | 316 | 0.8243 | 0.6495 | 0.8243 | 0.9079 |
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- | No log | 4.0253 | 318 | 0.8290 | 0.6937 | 0.8290 | 0.9105 |
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- | No log | 4.0506 | 320 | 0.8328 | 0.5653 | 0.8328 | 0.9126 |
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- | No log | 4.0759 | 322 | 0.8381 | 0.6067 | 0.8381 | 0.9155 |
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- | No log | 4.1013 | 324 | 0.7976 | 0.6655 | 0.7976 | 0.8931 |
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- | No log | 4.1266 | 326 | 0.8074 | 0.6541 | 0.8074 | 0.8985 |
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- | No log | 4.1519 | 328 | 0.8950 | 0.7196 | 0.8950 | 0.9460 |
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- | No log | 4.1772 | 330 | 1.0172 | 0.7358 | 1.0172 | 1.0086 |
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- | No log | 4.2025 | 332 | 1.1485 | 0.6856 | 1.1485 | 1.0717 |
218
- | No log | 4.2278 | 334 | 1.2270 | 0.6514 | 1.2270 | 1.1077 |
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- | No log | 4.2532 | 336 | 1.1784 | 0.6322 | 1.1784 | 1.0856 |
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- | No log | 4.2785 | 338 | 1.0846 | 0.6077 | 1.0846 | 1.0414 |
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- | No log | 4.3038 | 340 | 1.0185 | 0.5471 | 1.0185 | 1.0092 |
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- | No log | 4.3291 | 342 | 0.9683 | 0.4878 | 0.9683 | 0.9840 |
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- | No log | 4.3544 | 344 | 0.9361 | 0.6888 | 0.9361 | 0.9675 |
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- | No log | 4.3797 | 346 | 0.9427 | 0.7095 | 0.9427 | 0.9709 |
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- | No log | 4.4051 | 348 | 0.9045 | 0.7358 | 0.9045 | 0.9510 |
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- | No log | 4.4304 | 350 | 0.8128 | 0.7128 | 0.8128 | 0.9016 |
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- | No log | 4.4557 | 352 | 0.7796 | 0.6603 | 0.7796 | 0.8830 |
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- | No log | 4.4810 | 354 | 0.7578 | 0.6148 | 0.7578 | 0.8705 |
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- | No log | 4.5063 | 356 | 0.7528 | 0.6230 | 0.7528 | 0.8676 |
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- | No log | 4.5316 | 358 | 0.7516 | 0.6230 | 0.7516 | 0.8669 |
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- | No log | 4.5570 | 360 | 0.7515 | 0.6268 | 0.7515 | 0.8669 |
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- | No log | 4.5823 | 362 | 0.7758 | 0.6218 | 0.7758 | 0.8808 |
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- | No log | 4.6076 | 364 | 0.8315 | 0.6764 | 0.8315 | 0.9119 |
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- | No log | 4.6329 | 366 | 0.9219 | 0.7763 | 0.9219 | 0.9602 |
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- | No log | 4.6582 | 368 | 0.9369 | 0.7369 | 0.9369 | 0.9679 |
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- | No log | 4.6835 | 370 | 0.9325 | 0.7921 | 0.9325 | 0.9657 |
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- | No log | 4.7089 | 372 | 0.8948 | 0.7441 | 0.8948 | 0.9460 |
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- | No log | 4.7342 | 374 | 0.8757 | 0.7441 | 0.8757 | 0.9358 |
239
- | No log | 4.7595 | 376 | 0.8680 | 0.7176 | 0.8680 | 0.9317 |
240
- | No log | 4.7848 | 378 | 0.9106 | 0.7441 | 0.9106 | 0.9543 |
241
- | No log | 4.8101 | 380 | 0.9780 | 0.6882 | 0.9780 | 0.9889 |
242
- | No log | 4.8354 | 382 | 1.0101 | 0.6329 | 1.0101 | 1.0050 |
243
- | No log | 4.8608 | 384 | 1.0288 | 0.6509 | 1.0288 | 1.0143 |
244
- | No log | 4.8861 | 386 | 1.0162 | 0.7610 | 1.0162 | 1.0080 |
245
- | No log | 4.9114 | 388 | 0.9355 | 0.7196 | 0.9355 | 0.9672 |
246
- | No log | 4.9367 | 390 | 0.8519 | 0.6708 | 0.8519 | 0.9230 |
247
- | No log | 4.9620 | 392 | 0.8430 | 0.6429 | 0.8430 | 0.9181 |
248
- | No log | 4.9873 | 394 | 0.8812 | 0.6429 | 0.8812 | 0.9387 |
249
- | No log | 5.0127 | 396 | 0.9423 | 0.7176 | 0.9423 | 0.9707 |
250
- | No log | 5.0380 | 398 | 1.0394 | 0.6002 | 1.0394 | 1.0195 |
251
- | No log | 5.0633 | 400 | 1.0831 | 0.6189 | 1.0831 | 1.0407 |
252
- | No log | 5.0886 | 402 | 1.0745 | 0.6189 | 1.0745 | 1.0366 |
253
- | No log | 5.1139 | 404 | 1.1146 | 0.6509 | 1.1146 | 1.0558 |
254
- | No log | 5.1392 | 406 | 1.1946 | 0.6322 | 1.1946 | 1.0930 |
255
- | No log | 5.1646 | 408 | 1.2182 | 0.6322 | 1.2182 | 1.1037 |
256
- | No log | 5.1899 | 410 | 1.1550 | 0.5995 | 1.1550 | 1.0747 |
257
- | No log | 5.2152 | 412 | 1.1043 | 0.5808 | 1.1043 | 1.0508 |
258
- | No log | 5.2405 | 414 | 1.0132 | 0.5938 | 1.0132 | 1.0066 |
259
- | No log | 5.2658 | 416 | 0.9537 | 0.6764 | 0.9537 | 0.9766 |
260
- | No log | 5.2911 | 418 | 0.9380 | 0.6708 | 0.9380 | 0.9685 |
261
- | No log | 5.3165 | 420 | 0.8962 | 0.6218 | 0.8962 | 0.9467 |
262
- | No log | 5.3418 | 422 | 0.8855 | 0.6218 | 0.8855 | 0.9410 |
263
- | No log | 5.3671 | 424 | 0.9337 | 0.73 | 0.9337 | 0.9663 |
264
- | No log | 5.3924 | 426 | 0.9475 | 0.73 | 0.9475 | 0.9734 |
265
- | No log | 5.4177 | 428 | 0.8997 | 0.6852 | 0.8997 | 0.9485 |
266
- | No log | 5.4430 | 430 | 0.8913 | 0.6801 | 0.8913 | 0.9441 |
267
- | No log | 5.4684 | 432 | 0.8604 | 0.6451 | 0.8604 | 0.9276 |
268
- | No log | 5.4937 | 434 | 0.8088 | 0.6451 | 0.8088 | 0.8993 |
269
- | No log | 5.5190 | 436 | 0.7967 | 0.6451 | 0.7967 | 0.8926 |
270
- | No log | 5.5443 | 438 | 0.8154 | 0.6451 | 0.8154 | 0.9030 |
271
- | No log | 5.5696 | 440 | 0.8181 | 0.6451 | 0.8181 | 0.9045 |
272
- | No log | 5.5949 | 442 | 0.8514 | 0.6451 | 0.8514 | 0.9227 |
273
- | No log | 5.6203 | 444 | 0.9368 | 0.73 | 0.9368 | 0.9679 |
274
- | No log | 5.6456 | 446 | 1.0100 | 0.7051 | 1.0100 | 1.0050 |
275
- | No log | 5.6709 | 448 | 1.0098 | 0.7051 | 1.0098 | 1.0049 |
276
- | No log | 5.6962 | 450 | 0.9977 | 0.7439 | 0.9977 | 0.9989 |
277
- | No log | 5.7215 | 452 | 1.0071 | 0.6927 | 1.0071 | 1.0035 |
278
- | No log | 5.7468 | 454 | 0.9490 | 0.7196 | 0.9490 | 0.9742 |
279
- | No log | 5.7722 | 456 | 0.9163 | 0.7196 | 0.9163 | 0.9572 |
280
- | No log | 5.7975 | 458 | 0.9075 | 0.6764 | 0.9075 | 0.9526 |
281
- | No log | 5.8228 | 460 | 0.9687 | 0.6576 | 0.9687 | 0.9843 |
282
- | No log | 5.8481 | 462 | 1.0109 | 0.6239 | 1.0109 | 1.0054 |
283
- | No log | 5.8734 | 464 | 1.0419 | 0.5453 | 1.0419 | 1.0207 |
284
- | No log | 5.8987 | 466 | 1.0707 | 0.5655 | 1.0707 | 1.0347 |
285
- | No log | 5.9241 | 468 | 1.0540 | 0.6427 | 1.0540 | 1.0266 |
286
- | No log | 5.9494 | 470 | 0.9815 | 0.6515 | 0.9815 | 0.9907 |
287
- | No log | 5.9747 | 472 | 0.9342 | 0.6932 | 0.9342 | 0.9665 |
288
- | No log | 6.0 | 474 | 0.9040 | 0.6932 | 0.9040 | 0.9508 |
289
- | No log | 6.0253 | 476 | 0.8773 | 0.7181 | 0.8773 | 0.9367 |
290
- | No log | 6.0506 | 478 | 0.8756 | 0.7109 | 0.8756 | 0.9357 |
291
- | No log | 6.0759 | 480 | 0.9127 | 0.6764 | 0.9127 | 0.9553 |
292
- | No log | 6.1013 | 482 | 0.9753 | 0.6471 | 0.9753 | 0.9876 |
293
- | No log | 6.1266 | 484 | 1.0581 | 0.6748 | 1.0581 | 1.0287 |
294
- | No log | 6.1519 | 486 | 1.0953 | 0.6917 | 1.0953 | 1.0465 |
295
- | No log | 6.1772 | 488 | 1.0975 | 0.6748 | 1.0975 | 1.0476 |
296
- | No log | 6.2025 | 490 | 1.0294 | 0.7024 | 1.0294 | 1.0146 |
297
- | No log | 6.2278 | 492 | 0.9185 | 0.6970 | 0.9185 | 0.9584 |
298
- | No log | 6.2532 | 494 | 0.8269 | 0.6602 | 0.8269 | 0.9093 |
299
- | No log | 6.2785 | 496 | 0.7860 | 0.6268 | 0.7860 | 0.8866 |
300
- | No log | 6.3038 | 498 | 0.7788 | 0.6268 | 0.7788 | 0.8825 |
301
- | 0.6475 | 6.3291 | 500 | 0.7878 | 0.6268 | 0.7878 | 0.8876 |
302
- | 0.6475 | 6.3544 | 502 | 0.8358 | 0.6602 | 0.8358 | 0.9142 |
303
- | 0.6475 | 6.3797 | 504 | 0.9304 | 0.7363 | 0.9304 | 0.9646 |
304
- | 0.6475 | 6.4051 | 506 | 1.0355 | 0.7350 | 1.0355 | 1.0176 |
305
- | 0.6475 | 6.4304 | 508 | 1.0617 | 0.7350 | 1.0617 | 1.0304 |
306
- | 0.6475 | 6.4557 | 510 | 1.0607 | 0.7597 | 1.0607 | 1.0299 |
307
- | 0.6475 | 6.4810 | 512 | 1.0094 | 0.7208 | 1.0094 | 1.0047 |
308
- | 0.6475 | 6.5063 | 514 | 0.9367 | 0.6970 | 0.9367 | 0.9679 |
309
- | 0.6475 | 6.5316 | 516 | 0.8781 | 0.6970 | 0.8781 | 0.9371 |
310
- | 0.6475 | 6.5570 | 518 | 0.8437 | 0.6875 | 0.8437 | 0.9185 |
311
- | 0.6475 | 6.5823 | 520 | 0.8290 | 0.6552 | 0.8290 | 0.9105 |
312
- | 0.6475 | 6.6076 | 522 | 0.8216 | 0.6552 | 0.8216 | 0.9064 |
313
- | 0.6475 | 6.6329 | 524 | 0.8269 | 0.6552 | 0.8269 | 0.9093 |
314
- | 0.6475 | 6.6582 | 526 | 0.8268 | 0.6552 | 0.8268 | 0.9093 |
315
- | 0.6475 | 6.6835 | 528 | 0.8331 | 0.6552 | 0.8331 | 0.9127 |
316
- | 0.6475 | 6.7089 | 530 | 0.8534 | 0.6552 | 0.8534 | 0.9238 |
317
- | 0.6475 | 6.7342 | 532 | 0.9045 | 0.7109 | 0.9045 | 0.9510 |
318
- | 0.6475 | 6.7595 | 534 | 0.9748 | 0.6698 | 0.9748 | 0.9873 |
319
- | 0.6475 | 6.7848 | 536 | 1.0814 | 0.6807 | 1.0814 | 1.0399 |
320
- | 0.6475 | 6.8101 | 538 | 1.1870 | 0.6616 | 1.1870 | 1.0895 |
321
- | 0.6475 | 6.8354 | 540 | 1.2155 | 0.6265 | 1.2155 | 1.1025 |
322
- | 0.6475 | 6.8608 | 542 | 1.1775 | 0.6265 | 1.1775 | 1.0851 |
323
- | 0.6475 | 6.8861 | 544 | 1.0887 | 0.6265 | 1.0887 | 1.0434 |
324
- | 0.6475 | 6.9114 | 546 | 0.9836 | 0.6376 | 0.9836 | 0.9918 |
325
- | 0.6475 | 6.9367 | 548 | 0.8985 | 0.6303 | 0.8985 | 0.9479 |
326
- | 0.6475 | 6.9620 | 550 | 0.8769 | 0.6303 | 0.8769 | 0.9365 |
327
- | 0.6475 | 6.9873 | 552 | 0.8699 | 0.6596 | 0.8699 | 0.9327 |
328
- | 0.6475 | 7.0127 | 554 | 0.8594 | 0.6875 | 0.8594 | 0.9271 |
329
- | 0.6475 | 7.0380 | 556 | 0.8826 | 0.6875 | 0.8826 | 0.9395 |
330
- | 0.6475 | 7.0633 | 558 | 0.9297 | 0.6703 | 0.9297 | 0.9642 |
331
- | 0.6475 | 7.0886 | 560 | 0.9628 | 0.6927 | 0.9628 | 0.9812 |
332
- | 0.6475 | 7.1139 | 562 | 0.9754 | 0.6759 | 0.9754 | 0.9876 |
333
- | 0.6475 | 7.1392 | 564 | 0.9448 | 0.6970 | 0.9448 | 0.9720 |
334
- | 0.6475 | 7.1646 | 566 | 0.9051 | 0.6495 | 0.9051 | 0.9514 |
335
- | 0.6475 | 7.1899 | 568 | 0.8463 | 0.6818 | 0.8463 | 0.9199 |
336
- | 0.6475 | 7.2152 | 570 | 0.8162 | 0.6818 | 0.8162 | 0.9034 |
337
- | 0.6475 | 7.2405 | 572 | 0.8082 | 0.6818 | 0.8082 | 0.8990 |
338
- | 0.6475 | 7.2658 | 574 | 0.8249 | 0.6818 | 0.8249 | 0.9082 |
339
- | 0.6475 | 7.2911 | 576 | 0.8418 | 0.6818 | 0.8418 | 0.9175 |
340
- | 0.6475 | 7.3165 | 578 | 0.8674 | 0.6451 | 0.8674 | 0.9314 |
341
- | 0.6475 | 7.3418 | 580 | 0.9299 | 0.73 | 0.9299 | 0.9643 |
342
- | 0.6475 | 7.3671 | 582 | 0.9911 | 0.7123 | 0.9911 | 0.9955 |
343
- | 0.6475 | 7.3924 | 584 | 1.0459 | 0.5954 | 1.0459 | 1.0227 |
344
- | 0.6475 | 7.4177 | 586 | 1.0527 | 0.6023 | 1.0527 | 1.0260 |
345
- | 0.6475 | 7.4430 | 588 | 1.0343 | 0.6824 | 1.0343 | 1.0170 |
346
- | 0.6475 | 7.4684 | 590 | 1.0249 | 0.5697 | 1.0249 | 1.0124 |
347
- | 0.6475 | 7.4937 | 592 | 1.0292 | 0.6824 | 1.0292 | 1.0145 |
348
- | 0.6475 | 7.5190 | 594 | 1.0448 | 0.6225 | 1.0448 | 1.0221 |
349
- | 0.6475 | 7.5443 | 596 | 1.0454 | 0.6807 | 1.0454 | 1.0224 |
350
- | 0.6475 | 7.5696 | 598 | 1.0315 | 0.7259 | 1.0315 | 1.0156 |
351
- | 0.6475 | 7.5949 | 600 | 1.0074 | 0.7522 | 1.0074 | 1.0037 |
352
- | 0.6475 | 7.6203 | 602 | 0.9401 | 0.7448 | 0.9401 | 0.9696 |
353
- | 0.6475 | 7.6456 | 604 | 0.8874 | 0.6944 | 0.8874 | 0.9420 |
354
- | 0.6475 | 7.6709 | 606 | 0.8569 | 0.6944 | 0.8569 | 0.9257 |
355
- | 0.6475 | 7.6962 | 608 | 0.8374 | 0.6603 | 0.8374 | 0.9151 |
356
- | 0.6475 | 7.7215 | 610 | 0.8485 | 0.6603 | 0.8485 | 0.9211 |
357
- | 0.6475 | 7.7468 | 612 | 0.8913 | 0.6603 | 0.8913 | 0.9441 |
358
- | 0.6475 | 7.7722 | 614 | 0.9285 | 0.7064 | 0.9285 | 0.9636 |
359
- | 0.6475 | 7.7975 | 616 | 0.9821 | 0.7522 | 0.9821 | 0.9910 |
360
- | 0.6475 | 7.8228 | 618 | 1.0064 | 0.7369 | 1.0064 | 1.0032 |
361
- | 0.6475 | 7.8481 | 620 | 0.9939 | 0.7033 | 0.9939 | 0.9969 |
362
- | 0.6475 | 7.8734 | 622 | 0.9851 | 0.6764 | 0.9851 | 0.9925 |
363
- | 0.6475 | 7.8987 | 624 | 0.9784 | 0.6256 | 0.9784 | 0.9891 |
364
- | 0.6475 | 7.9241 | 626 | 0.9749 | 0.6256 | 0.9749 | 0.9874 |
365
- | 0.6475 | 7.9494 | 628 | 0.9832 | 0.6256 | 0.9832 | 0.9916 |
366
- | 0.6475 | 7.9747 | 630 | 0.9848 | 0.6764 | 0.9848 | 0.9924 |
367
- | 0.6475 | 8.0 | 632 | 0.9866 | 0.7033 | 0.9866 | 0.9933 |
368
- | 0.6475 | 8.0253 | 634 | 0.9796 | 0.7033 | 0.9796 | 0.9897 |
369
- | 0.6475 | 8.0506 | 636 | 0.9937 | 0.7033 | 0.9937 | 0.9969 |
370
- | 0.6475 | 8.0759 | 638 | 1.0059 | 0.7369 | 1.0059 | 1.0030 |
371
- | 0.6475 | 8.1013 | 640 | 1.0098 | 0.7369 | 1.0098 | 1.0049 |
372
- | 0.6475 | 8.1266 | 642 | 1.0186 | 0.7369 | 1.0186 | 1.0092 |
373
- | 0.6475 | 8.1519 | 644 | 1.0179 | 0.7033 | 1.0179 | 1.0089 |
374
- | 0.6475 | 8.1772 | 646 | 1.0015 | 0.5938 | 1.0015 | 1.0008 |
375
- | 0.6475 | 8.2025 | 648 | 0.9891 | 0.5938 | 0.9891 | 0.9946 |
376
- | 0.6475 | 8.2278 | 650 | 0.9891 | 0.5938 | 0.9891 | 0.9945 |
377
- | 0.6475 | 8.2532 | 652 | 0.9828 | 0.625 | 0.9828 | 0.9913 |
378
- | 0.6475 | 8.2785 | 654 | 0.9739 | 0.6541 | 0.9739 | 0.9869 |
379
- | 0.6475 | 8.3038 | 656 | 0.9778 | 0.6703 | 0.9778 | 0.9888 |
380
- | 0.6475 | 8.3291 | 658 | 0.9633 | 0.6703 | 0.9633 | 0.9815 |
381
- | 0.6475 | 8.3544 | 660 | 0.9477 | 0.6703 | 0.9477 | 0.9735 |
382
- | 0.6475 | 8.3797 | 662 | 0.9298 | 0.6651 | 0.9298 | 0.9643 |
383
- | 0.6475 | 8.4051 | 664 | 0.9109 | 0.6651 | 0.9109 | 0.9544 |
384
- | 0.6475 | 8.4304 | 666 | 0.9053 | 0.6651 | 0.9053 | 0.9515 |
385
- | 0.6475 | 8.4557 | 668 | 0.9045 | 0.6495 | 0.9045 | 0.9511 |
386
- | 0.6475 | 8.4810 | 670 | 0.8986 | 0.6218 | 0.8986 | 0.9479 |
387
- | 0.6475 | 8.5063 | 672 | 0.9052 | 0.6495 | 0.9052 | 0.9514 |
388
- | 0.6475 | 8.5316 | 674 | 0.9173 | 0.6495 | 0.9173 | 0.9578 |
389
- | 0.6475 | 8.5570 | 676 | 0.9297 | 0.6495 | 0.9297 | 0.9642 |
390
- | 0.6475 | 8.5823 | 678 | 0.9425 | 0.6852 | 0.9425 | 0.9708 |
391
- | 0.6475 | 8.6076 | 680 | 0.9569 | 0.73 | 0.9569 | 0.9782 |
392
- | 0.6475 | 8.6329 | 682 | 0.9643 | 0.73 | 0.9643 | 0.9820 |
393
- | 0.6475 | 8.6582 | 684 | 0.9637 | 0.73 | 0.9637 | 0.9817 |
394
- | 0.6475 | 8.6835 | 686 | 0.9536 | 0.73 | 0.9536 | 0.9765 |
395
- | 0.6475 | 8.7089 | 688 | 0.9387 | 0.6852 | 0.9387 | 0.9689 |
396
- | 0.6475 | 8.7342 | 690 | 0.9238 | 0.6852 | 0.9238 | 0.9612 |
397
- | 0.6475 | 8.7595 | 692 | 0.9180 | 0.6603 | 0.9180 | 0.9581 |
398
- | 0.6475 | 8.7848 | 694 | 0.9193 | 0.6603 | 0.9193 | 0.9588 |
399
- | 0.6475 | 8.8101 | 696 | 0.9252 | 0.6218 | 0.9252 | 0.9619 |
400
- | 0.6475 | 8.8354 | 698 | 0.9294 | 0.6218 | 0.9294 | 0.9640 |
401
- | 0.6475 | 8.8608 | 700 | 0.9273 | 0.6218 | 0.9273 | 0.9630 |
402
- | 0.6475 | 8.8861 | 702 | 0.9239 | 0.6218 | 0.9239 | 0.9612 |
403
- | 0.6475 | 8.9114 | 704 | 0.9340 | 0.6218 | 0.9340 | 0.9664 |
404
- | 0.6475 | 8.9367 | 706 | 0.9496 | 0.6495 | 0.9496 | 0.9745 |
405
- | 0.6475 | 8.9620 | 708 | 0.9719 | 0.6970 | 0.9719 | 0.9859 |
406
- | 0.6475 | 8.9873 | 710 | 0.9858 | 0.6970 | 0.9858 | 0.9929 |
407
- | 0.6475 | 9.0127 | 712 | 0.9863 | 0.6970 | 0.9863 | 0.9931 |
408
- | 0.6475 | 9.0380 | 714 | 0.9862 | 0.6970 | 0.9862 | 0.9931 |
409
- | 0.6475 | 9.0633 | 716 | 0.9934 | 0.73 | 0.9934 | 0.9967 |
410
- | 0.6475 | 9.0886 | 718 | 0.9972 | 0.73 | 0.9972 | 0.9986 |
411
- | 0.6475 | 9.1139 | 720 | 1.0048 | 0.73 | 1.0048 | 1.0024 |
412
- | 0.6475 | 9.1392 | 722 | 1.0198 | 0.7369 | 1.0198 | 1.0099 |
413
- | 0.6475 | 9.1646 | 724 | 1.0231 | 0.7369 | 1.0231 | 1.0115 |
414
- | 0.6475 | 9.1899 | 726 | 1.0172 | 0.73 | 1.0172 | 1.0086 |
415
- | 0.6475 | 9.2152 | 728 | 1.0118 | 0.7369 | 1.0118 | 1.0059 |
416
- | 0.6475 | 9.2405 | 730 | 1.0126 | 0.7369 | 1.0126 | 1.0063 |
417
- | 0.6475 | 9.2658 | 732 | 1.0175 | 0.7369 | 1.0175 | 1.0087 |
418
- | 0.6475 | 9.2911 | 734 | 1.0160 | 0.7033 | 1.0160 | 1.0080 |
419
- | 0.6475 | 9.3165 | 736 | 1.0142 | 0.7033 | 1.0142 | 1.0071 |
420
- | 0.6475 | 9.3418 | 738 | 1.0153 | 0.7033 | 1.0153 | 1.0076 |
421
- | 0.6475 | 9.3671 | 740 | 1.0144 | 0.6759 | 1.0144 | 1.0072 |
422
- | 0.6475 | 9.3924 | 742 | 1.0187 | 0.6585 | 1.0187 | 1.0093 |
423
- | 0.6475 | 9.4177 | 744 | 1.0190 | 0.6585 | 1.0190 | 1.0095 |
424
- | 0.6475 | 9.4430 | 746 | 1.0164 | 0.6585 | 1.0164 | 1.0081 |
425
- | 0.6475 | 9.4684 | 748 | 1.0141 | 0.6585 | 1.0141 | 1.0070 |
426
- | 0.6475 | 9.4937 | 750 | 1.0125 | 0.6866 | 1.0125 | 1.0062 |
427
- | 0.6475 | 9.5190 | 752 | 1.0109 | 0.6866 | 1.0109 | 1.0054 |
428
- | 0.6475 | 9.5443 | 754 | 1.0086 | 0.7033 | 1.0086 | 1.0043 |
429
- | 0.6475 | 9.5696 | 756 | 1.0105 | 0.7033 | 1.0105 | 1.0052 |
430
- | 0.6475 | 9.5949 | 758 | 1.0108 | 0.7033 | 1.0108 | 1.0054 |
431
- | 0.6475 | 9.6203 | 760 | 1.0078 | 0.7033 | 1.0078 | 1.0039 |
432
- | 0.6475 | 9.6456 | 762 | 1.0012 | 0.7033 | 1.0012 | 1.0006 |
433
- | 0.6475 | 9.6709 | 764 | 0.9906 | 0.7033 | 0.9906 | 0.9953 |
434
- | 0.6475 | 9.6962 | 766 | 0.9791 | 0.7033 | 0.9791 | 0.9895 |
435
- | 0.6475 | 9.7215 | 768 | 0.9705 | 0.6541 | 0.9705 | 0.9852 |
436
- | 0.6475 | 9.7468 | 770 | 0.9676 | 0.6541 | 0.9676 | 0.9837 |
437
- | 0.6475 | 9.7722 | 772 | 0.9641 | 0.6495 | 0.9641 | 0.9819 |
438
- | 0.6475 | 9.7975 | 774 | 0.9594 | 0.6495 | 0.9594 | 0.9795 |
439
- | 0.6475 | 9.8228 | 776 | 0.9571 | 0.6495 | 0.9571 | 0.9783 |
440
- | 0.6475 | 9.8481 | 778 | 0.9558 | 0.6495 | 0.9558 | 0.9776 |
441
- | 0.6475 | 9.8734 | 780 | 0.9562 | 0.6495 | 0.9562 | 0.9779 |
442
- | 0.6475 | 9.8987 | 782 | 0.9575 | 0.6495 | 0.9575 | 0.9785 |
443
- | 0.6475 | 9.9241 | 784 | 0.9585 | 0.6495 | 0.9585 | 0.9790 |
444
- | 0.6475 | 9.9494 | 786 | 0.9591 | 0.6495 | 0.9591 | 0.9793 |
445
- | 0.6475 | 9.9747 | 788 | 0.9590 | 0.6495 | 0.9590 | 0.9793 |
446
- | 0.6475 | 10.0 | 790 | 0.9590 | 0.6495 | 0.9590 | 0.9793 |
447
 
448
 
449
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: arabert_augWithOrig_disEqu_k5_organization_task1_fold1
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # arabert_augWithOrig_disEqu_k5_organization_task1_fold1
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.8016
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+ - Qwk: 0.7375
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+ - Mse: 0.8016
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+ - Rmse: 0.8953
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0253 | 2 | 1.4539 | 0.1337 | 1.4539 | 1.2058 |
53
+ | No log | 0.0506 | 4 | 0.8008 | 0.0541 | 0.8008 | 0.8949 |
54
+ | No log | 0.0759 | 6 | 0.8818 | 0.2921 | 0.8818 | 0.9391 |
55
+ | No log | 0.1013 | 8 | 0.9955 | 0.1158 | 0.9955 | 0.9977 |
56
+ | No log | 0.1266 | 10 | 1.0574 | 0.1158 | 1.0574 | 1.0283 |
57
+ | No log | 0.1519 | 12 | 1.0804 | -0.1611 | 1.0804 | 1.0394 |
58
+ | No log | 0.1772 | 14 | 0.9725 | -0.0585 | 0.9725 | 0.9861 |
59
+ | No log | 0.2025 | 16 | 0.9681 | -0.0467 | 0.9681 | 0.9839 |
60
+ | No log | 0.2278 | 18 | 0.9964 | 0.0 | 0.9964 | 0.9982 |
61
+ | No log | 0.2532 | 20 | 0.9463 | 0.0 | 0.9463 | 0.9728 |
62
+ | No log | 0.2785 | 22 | 0.9091 | -0.0396 | 0.9091 | 0.9534 |
63
+ | No log | 0.3038 | 24 | 1.1048 | 0.3253 | 1.1048 | 1.0511 |
64
+ | No log | 0.3291 | 26 | 1.4176 | 0.0637 | 1.4176 | 1.1906 |
65
+ | No log | 0.3544 | 28 | 1.3117 | 0.3041 | 1.3117 | 1.1453 |
66
+ | No log | 0.3797 | 30 | 1.1781 | 0.3041 | 1.1781 | 1.0854 |
67
+ | No log | 0.4051 | 32 | 0.9677 | 0.2959 | 0.9677 | 0.9837 |
68
+ | No log | 0.4304 | 34 | 0.8130 | 0.1784 | 0.8130 | 0.9016 |
69
+ | No log | 0.4557 | 36 | 0.7965 | 0.1695 | 0.7965 | 0.8925 |
70
+ | No log | 0.4810 | 38 | 0.7301 | 0.2222 | 0.7301 | 0.8544 |
71
+ | No log | 0.5063 | 40 | 0.7366 | 0.4020 | 0.7366 | 0.8582 |
72
+ | No log | 0.5316 | 42 | 0.8393 | 0.2613 | 0.8393 | 0.9161 |
73
+ | No log | 0.5570 | 44 | 0.9676 | 0.3264 | 0.9676 | 0.9837 |
74
+ | No log | 0.5823 | 46 | 0.9628 | 0.1574 | 0.9628 | 0.9812 |
75
+ | No log | 0.6076 | 48 | 0.9210 | 0.2383 | 0.9210 | 0.9597 |
76
+ | No log | 0.6329 | 50 | 1.0195 | 0.1600 | 1.0195 | 1.0097 |
77
+ | No log | 0.6582 | 52 | 1.2201 | 0.2125 | 1.2201 | 1.1046 |
78
+ | No log | 0.6835 | 54 | 1.2198 | 0.2125 | 1.2198 | 1.1044 |
79
+ | No log | 0.7089 | 56 | 1.0666 | 0.2699 | 1.0666 | 1.0328 |
80
+ | No log | 0.7342 | 58 | 0.9147 | 0.2674 | 0.9147 | 0.9564 |
81
+ | No log | 0.7595 | 60 | 0.7854 | 0.4020 | 0.7854 | 0.8862 |
82
+ | No log | 0.7848 | 62 | 0.8060 | 0.0841 | 0.8060 | 0.8978 |
83
+ | No log | 0.8101 | 64 | 0.7586 | 0.2146 | 0.7586 | 0.8710 |
84
+ | No log | 0.8354 | 66 | 0.7714 | 0.3834 | 0.7714 | 0.8783 |
85
+ | No log | 0.8608 | 68 | 0.7823 | 0.2857 | 0.7823 | 0.8845 |
86
+ | No log | 0.8861 | 70 | 0.7902 | 0.1706 | 0.7902 | 0.8889 |
87
+ | No log | 0.9114 | 72 | 0.8062 | 0.2632 | 0.8062 | 0.8979 |
88
+ | No log | 0.9367 | 74 | 0.7833 | 0.1706 | 0.7833 | 0.8851 |
89
+ | No log | 0.9620 | 76 | 0.7590 | 0.1706 | 0.7590 | 0.8712 |
90
+ | No log | 0.9873 | 78 | 0.7346 | 0.1923 | 0.7346 | 0.8571 |
91
+ | No log | 1.0127 | 80 | 0.7631 | 0.3636 | 0.7631 | 0.8736 |
92
+ | No log | 1.0380 | 82 | 0.8882 | 0.24 | 0.8882 | 0.9425 |
93
+ | No log | 1.0633 | 84 | 0.9698 | 0.2959 | 0.9698 | 0.9848 |
94
+ | No log | 1.0886 | 86 | 0.8604 | 0.24 | 0.8604 | 0.9276 |
95
+ | No log | 1.1139 | 88 | 0.7968 | 0.3152 | 0.7968 | 0.8926 |
96
+ | No log | 1.1392 | 90 | 0.7661 | 0.2139 | 0.7661 | 0.8753 |
97
+ | No log | 1.1646 | 92 | 0.8183 | 0.3425 | 0.8183 | 0.9046 |
98
+ | No log | 1.1899 | 94 | 1.0005 | 0.2674 | 1.0005 | 1.0003 |
99
+ | No log | 1.2152 | 96 | 1.0044 | 0.24 | 1.0044 | 1.0022 |
100
+ | No log | 1.2405 | 98 | 0.8743 | 0.3438 | 0.8743 | 0.9350 |
101
+ | No log | 1.2658 | 100 | 0.8047 | 0.4615 | 0.8047 | 0.8971 |
102
+ | No log | 1.2911 | 102 | 0.6855 | 0.4862 | 0.6855 | 0.8280 |
103
+ | No log | 1.3165 | 104 | 0.6105 | 0.5164 | 0.6105 | 0.7813 |
104
+ | No log | 1.3418 | 106 | 0.6728 | 0.4 | 0.6728 | 0.8202 |
105
+ | No log | 1.3671 | 108 | 0.6346 | 0.4913 | 0.6346 | 0.7966 |
106
+ | No log | 1.3924 | 110 | 0.6775 | 0.5 | 0.6775 | 0.8231 |
107
+ | No log | 1.4177 | 112 | 0.9223 | 0.6695 | 0.9223 | 0.9603 |
108
+ | No log | 1.4430 | 114 | 1.2303 | 0.5374 | 1.2303 | 1.1092 |
109
+ | No log | 1.4684 | 116 | 1.3538 | 0.5 | 1.3538 | 1.1635 |
110
+ | No log | 1.4937 | 118 | 1.1965 | 0.5149 | 1.1965 | 1.0938 |
111
+ | No log | 1.5190 | 120 | 0.8603 | 0.4262 | 0.8603 | 0.9275 |
112
+ | No log | 1.5443 | 122 | 0.5332 | 0.4615 | 0.5332 | 0.7302 |
113
+ | No log | 1.5696 | 124 | 0.6236 | 0.4300 | 0.6236 | 0.7897 |
114
+ | No log | 1.5949 | 126 | 0.8891 | 0.2561 | 0.8891 | 0.9429 |
115
+ | No log | 1.6203 | 128 | 0.9529 | 0.1860 | 0.9529 | 0.9762 |
116
+ | No log | 1.6456 | 130 | 0.7402 | 0.2939 | 0.7402 | 0.8604 |
117
+ | No log | 1.6709 | 132 | 0.5427 | 0.4904 | 0.5427 | 0.7367 |
118
+ | No log | 1.6962 | 134 | 0.6580 | 0.4343 | 0.6580 | 0.8112 |
119
+ | No log | 1.7215 | 136 | 1.1105 | 0.6111 | 1.1105 | 1.0538 |
120
+ | No log | 1.7468 | 138 | 1.2650 | 0.5914 | 1.2650 | 1.1247 |
121
+ | No log | 1.7722 | 140 | 0.9570 | 0.5984 | 0.9570 | 0.9783 |
122
+ | No log | 1.7975 | 142 | 0.6828 | 0.5333 | 0.6828 | 0.8263 |
123
+ | No log | 1.8228 | 144 | 0.6573 | 0.5116 | 0.6573 | 0.8108 |
124
+ | No log | 1.8481 | 146 | 0.6506 | 0.5625 | 0.6506 | 0.8066 |
125
+ | No log | 1.8734 | 148 | 0.6503 | 0.5604 | 0.6503 | 0.8064 |
126
+ | No log | 1.8987 | 150 | 0.6572 | 0.5473 | 0.6572 | 0.8107 |
127
+ | No log | 1.9241 | 152 | 0.7765 | 0.5517 | 0.7765 | 0.8812 |
128
+ | No log | 1.9494 | 154 | 0.7950 | 0.5517 | 0.7950 | 0.8916 |
129
+ | No log | 1.9747 | 156 | 0.6657 | 0.5243 | 0.6657 | 0.8159 |
130
+ | No log | 2.0 | 158 | 0.5690 | 0.5294 | 0.5690 | 0.7543 |
131
+ | No log | 2.0253 | 160 | 0.5844 | 0.5673 | 0.5844 | 0.7645 |
132
+ | No log | 2.0506 | 162 | 0.6219 | 0.6084 | 0.6219 | 0.7886 |
133
+ | No log | 2.0759 | 164 | 0.6233 | 0.6084 | 0.6233 | 0.7895 |
134
+ | No log | 2.1013 | 166 | 0.6837 | 0.5912 | 0.6837 | 0.8269 |
135
+ | No log | 2.1266 | 168 | 0.8226 | 0.5758 | 0.8226 | 0.9070 |
136
+ | No log | 2.1519 | 170 | 0.8736 | 0.6818 | 0.8736 | 0.9346 |
137
+ | No log | 2.1772 | 172 | 0.8564 | 0.6762 | 0.8564 | 0.9254 |
138
+ | No log | 2.2025 | 174 | 0.8459 | 0.5696 | 0.8459 | 0.9197 |
139
+ | No log | 2.2278 | 176 | 0.7369 | 0.5858 | 0.7369 | 0.8584 |
140
+ | No log | 2.2532 | 178 | 0.6694 | 0.5930 | 0.6694 | 0.8182 |
141
+ | No log | 2.2785 | 180 | 0.6716 | 0.6006 | 0.6716 | 0.8195 |
142
+ | No log | 2.3038 | 182 | 0.7278 | 0.5270 | 0.7278 | 0.8531 |
143
+ | No log | 2.3291 | 184 | 0.9143 | 0.6202 | 0.9143 | 0.9562 |
144
+ | No log | 2.3544 | 186 | 0.9354 | 0.6202 | 0.9354 | 0.9672 |
145
+ | No log | 2.3797 | 188 | 0.7120 | 0.6441 | 0.7120 | 0.8438 |
146
+ | No log | 2.4051 | 190 | 0.5463 | 0.6433 | 0.5463 | 0.7391 |
147
+ | No log | 2.4304 | 192 | 0.6951 | 0.4262 | 0.6951 | 0.8337 |
148
+ | No log | 2.4557 | 194 | 0.7530 | 0.4262 | 0.7530 | 0.8678 |
149
+ | No log | 2.4810 | 196 | 0.6108 | 0.5145 | 0.6108 | 0.7815 |
150
+ | No log | 2.5063 | 198 | 0.5203 | 0.5882 | 0.5203 | 0.7213 |
151
+ | No log | 2.5316 | 200 | 0.8423 | 0.6094 | 0.8423 | 0.9178 |
152
+ | No log | 2.5570 | 202 | 1.1887 | 0.6842 | 1.1887 | 1.0903 |
153
+ | No log | 2.5823 | 204 | 1.2409 | 0.6842 | 1.2409 | 1.1140 |
154
+ | No log | 2.6076 | 206 | 0.9877 | 0.6842 | 0.9877 | 0.9938 |
155
+ | No log | 2.6329 | 208 | 0.6824 | 0.5259 | 0.6824 | 0.8261 |
156
+ | No log | 2.6582 | 210 | 0.6313 | 0.5714 | 0.6313 | 0.7946 |
157
+ | No log | 2.6835 | 212 | 0.6426 | 0.6316 | 0.6426 | 0.8016 |
158
+ | No log | 2.7089 | 214 | 0.6582 | 0.625 | 0.6582 | 0.8113 |
159
+ | No log | 2.7342 | 216 | 0.7606 | 0.5743 | 0.7606 | 0.8721 |
160
+ | No log | 2.7595 | 218 | 0.9144 | 0.6084 | 0.9144 | 0.9562 |
161
+ | No log | 2.7848 | 220 | 0.9456 | 0.6084 | 0.9456 | 0.9724 |
162
+ | No log | 2.8101 | 222 | 1.0124 | 0.6084 | 1.0124 | 1.0062 |
163
+ | No log | 2.8354 | 224 | 0.9375 | 0.6084 | 0.9375 | 0.9682 |
164
+ | No log | 2.8608 | 226 | 0.8213 | 0.6836 | 0.8213 | 0.9063 |
165
+ | No log | 2.8861 | 228 | 0.7592 | 0.6189 | 0.7592 | 0.8713 |
166
+ | No log | 2.9114 | 230 | 0.7264 | 0.5758 | 0.7264 | 0.8523 |
167
+ | No log | 2.9367 | 232 | 0.7637 | 0.5267 | 0.7637 | 0.8739 |
168
+ | No log | 2.9620 | 234 | 0.8161 | 0.496 | 0.8161 | 0.9034 |
169
+ | No log | 2.9873 | 236 | 0.9580 | 0.6431 | 0.9580 | 0.9788 |
170
+ | No log | 3.0127 | 238 | 0.9471 | 0.6431 | 0.9471 | 0.9732 |
171
+ | No log | 3.0380 | 240 | 0.9154 | 0.5685 | 0.9154 | 0.9568 |
172
+ | No log | 3.0633 | 242 | 0.8513 | 0.6228 | 0.8513 | 0.9227 |
173
+ | No log | 3.0886 | 244 | 0.8555 | 0.5882 | 0.8555 | 0.9250 |
174
+ | No log | 3.1139 | 246 | 1.0076 | 0.6228 | 1.0076 | 1.0038 |
175
+ | No log | 3.1392 | 248 | 1.2142 | 0.6174 | 1.2142 | 1.1019 |
176
+ | No log | 3.1646 | 250 | 1.1112 | 0.6316 | 1.1112 | 1.0542 |
177
+ | No log | 3.1899 | 252 | 0.8842 | 0.6228 | 0.8842 | 0.9403 |
178
+ | No log | 3.2152 | 254 | 0.7996 | 0.6598 | 0.7996 | 0.8942 |
179
+ | No log | 3.2405 | 256 | 0.7858 | 0.6598 | 0.7858 | 0.8865 |
180
+ | No log | 3.2658 | 258 | 0.7355 | 0.6893 | 0.7355 | 0.8576 |
181
+ | No log | 3.2911 | 260 | 0.7581 | 0.6275 | 0.7581 | 0.8707 |
182
+ | No log | 3.3165 | 262 | 0.9237 | 0.6573 | 0.9237 | 0.9611 |
183
+ | No log | 3.3418 | 264 | 1.0764 | 0.6784 | 1.0764 | 1.0375 |
184
+ | No log | 3.3671 | 266 | 1.4483 | 0.6316 | 1.4483 | 1.2034 |
185
+ | No log | 3.3924 | 268 | 1.4826 | 0.5735 | 1.4826 | 1.2176 |
186
+ | No log | 3.4177 | 270 | 1.2217 | 0.6842 | 1.2217 | 1.1053 |
187
+ | No log | 3.4430 | 272 | 0.8829 | 0.6842 | 0.8829 | 0.9396 |
188
+ | No log | 3.4684 | 274 | 0.5882 | 0.6547 | 0.5882 | 0.7670 |
189
+ | No log | 3.4937 | 276 | 0.5434 | 0.6255 | 0.5434 | 0.7371 |
190
+ | No log | 3.5190 | 278 | 0.6353 | 0.7510 | 0.6353 | 0.7970 |
191
+ | No log | 3.5443 | 280 | 0.9088 | 0.6842 | 0.9088 | 0.9533 |
192
+ | No log | 3.5696 | 282 | 1.1070 | 0.6842 | 1.1070 | 1.0521 |
193
+ | No log | 3.5949 | 284 | 1.1163 | 0.6842 | 1.1163 | 1.0566 |
194
+ | No log | 3.6203 | 286 | 1.0253 | 0.6842 | 1.0253 | 1.0126 |
195
+ | No log | 3.6456 | 288 | 0.8660 | 0.6617 | 0.8660 | 0.9306 |
196
+ | No log | 3.6709 | 290 | 0.7899 | 0.6762 | 0.7899 | 0.8888 |
197
+ | No log | 3.6962 | 292 | 0.7199 | 0.6222 | 0.7199 | 0.8485 |
198
+ | No log | 3.7215 | 294 | 0.6888 | 0.6420 | 0.6888 | 0.8300 |
199
+ | No log | 3.7468 | 296 | 0.7600 | 0.6242 | 0.7600 | 0.8718 |
200
+ | No log | 3.7722 | 298 | 0.8985 | 0.6573 | 0.8985 | 0.9479 |
201
+ | No log | 3.7975 | 300 | 1.0828 | 0.6784 | 1.0828 | 1.0406 |
202
+ | No log | 3.8228 | 302 | 1.1500 | 0.6667 | 1.1500 | 1.0724 |
203
+ | No log | 3.8481 | 304 | 0.9993 | 0.6784 | 0.9993 | 0.9997 |
204
+ | No log | 3.8734 | 306 | 0.8198 | 0.6367 | 0.8198 | 0.9054 |
205
+ | No log | 3.8987 | 308 | 0.7121 | 0.6242 | 0.7121 | 0.8438 |
206
+ | No log | 3.9241 | 310 | 0.6742 | 0.6358 | 0.6742 | 0.8211 |
207
+ | No log | 3.9494 | 312 | 0.6870 | 0.615 | 0.6870 | 0.8288 |
208
+ | No log | 3.9747 | 314 | 0.7277 | 0.6358 | 0.7277 | 0.8531 |
209
+ | No log | 4.0 | 316 | 0.8395 | 0.7183 | 0.8395 | 0.9163 |
210
+ | No log | 4.0253 | 318 | 1.0340 | 0.6733 | 1.0340 | 1.0169 |
211
+ | No log | 4.0506 | 320 | 1.1761 | 0.6573 | 1.1761 | 1.0845 |
212
+ | No log | 4.0759 | 322 | 1.3385 | 0.5639 | 1.3385 | 1.1569 |
213
+ | No log | 4.1013 | 324 | 1.2737 | 0.5639 | 1.2737 | 1.1286 |
214
+ | No log | 4.1266 | 326 | 1.1766 | 0.5368 | 1.1766 | 1.0847 |
215
+ | No log | 4.1519 | 328 | 1.0711 | 0.6573 | 1.0711 | 1.0349 |
216
+ | No log | 4.1772 | 330 | 0.9776 | 0.6936 | 0.9776 | 0.9887 |
217
+ | No log | 4.2025 | 332 | 0.8437 | 0.7183 | 0.8437 | 0.9185 |
218
+ | No log | 4.2278 | 334 | 0.7218 | 0.7183 | 0.7218 | 0.8496 |
219
+ | No log | 4.2532 | 336 | 0.7256 | 0.7183 | 0.7256 | 0.8518 |
220
+ | No log | 4.2785 | 338 | 0.7752 | 0.7183 | 0.7752 | 0.8804 |
221
+ | No log | 4.3038 | 340 | 0.7441 | 0.7375 | 0.7441 | 0.8626 |
222
+ | No log | 4.3291 | 342 | 0.6877 | 0.6512 | 0.6877 | 0.8293 |
223
+ | No log | 4.3544 | 344 | 0.7033 | 0.6592 | 0.7033 | 0.8386 |
224
+ | No log | 4.3797 | 346 | 0.7696 | 0.6978 | 0.7696 | 0.8773 |
225
+ | No log | 4.4051 | 348 | 0.8387 | 0.7336 | 0.8387 | 0.9158 |
226
+ | No log | 4.4304 | 350 | 0.7962 | 0.6978 | 0.7962 | 0.8923 |
227
+ | No log | 4.4557 | 352 | 0.8239 | 0.6978 | 0.8239 | 0.9077 |
228
+ | No log | 4.4810 | 354 | 0.8308 | 0.7336 | 0.8308 | 0.9115 |
229
+ | No log | 4.5063 | 356 | 0.7730 | 0.6978 | 0.7730 | 0.8792 |
230
+ | No log | 4.5316 | 358 | 0.6935 | 0.6549 | 0.6935 | 0.8328 |
231
+ | No log | 4.5570 | 360 | 0.6439 | 0.6449 | 0.6439 | 0.8025 |
232
+ | No log | 4.5823 | 362 | 0.6363 | 0.6807 | 0.6363 | 0.7977 |
233
+ | No log | 4.6076 | 364 | 0.6601 | 0.6794 | 0.6601 | 0.8125 |
234
+ | No log | 4.6329 | 366 | 0.6759 | 0.7179 | 0.6759 | 0.8221 |
235
+ | No log | 4.6582 | 368 | 0.6773 | 0.7094 | 0.6773 | 0.8230 |
236
+ | No log | 4.6835 | 370 | 0.7261 | 0.7701 | 0.7261 | 0.8521 |
237
+ | No log | 4.7089 | 372 | 0.8088 | 0.6792 | 0.8088 | 0.8993 |
238
+ | No log | 4.7342 | 374 | 0.8974 | 0.6884 | 0.8974 | 0.9473 |
239
+ | No log | 4.7595 | 376 | 1.0056 | 0.6073 | 1.0056 | 1.0028 |
240
+ | No log | 4.7848 | 378 | 1.0424 | 0.5625 | 1.0424 | 1.0210 |
241
+ | No log | 4.8101 | 380 | 0.9705 | 0.5625 | 0.9705 | 0.9851 |
242
+ | No log | 4.8354 | 382 | 0.8596 | 0.6448 | 0.8596 | 0.9272 |
243
+ | No log | 4.8608 | 384 | 0.7946 | 0.6420 | 0.7946 | 0.8914 |
244
+ | No log | 4.8861 | 386 | 0.7766 | 0.6448 | 0.7766 | 0.8813 |
245
+ | No log | 4.9114 | 388 | 0.8178 | 0.5685 | 0.8178 | 0.9043 |
246
+ | No log | 4.9367 | 390 | 0.9208 | 0.6573 | 0.9208 | 0.9596 |
247
+ | No log | 4.9620 | 392 | 0.9870 | 0.6573 | 0.9870 | 0.9935 |
248
+ | No log | 4.9873 | 394 | 0.9528 | 0.6573 | 0.9528 | 0.9761 |
249
+ | No log | 5.0127 | 396 | 0.8506 | 0.72 | 0.8506 | 0.9223 |
250
+ | No log | 5.0380 | 398 | 0.7557 | 0.72 | 0.7557 | 0.8693 |
251
+ | No log | 5.0633 | 400 | 0.7007 | 0.7758 | 0.7007 | 0.8371 |
252
+ | No log | 5.0886 | 402 | 0.7232 | 0.7123 | 0.7232 | 0.8504 |
253
+ | No log | 5.1139 | 404 | 0.7862 | 0.7123 | 0.7862 | 0.8867 |
254
+ | No log | 5.1392 | 406 | 0.8387 | 0.6573 | 0.8387 | 0.9158 |
255
+ | No log | 5.1646 | 408 | 0.8110 | 0.6884 | 0.8110 | 0.9005 |
256
+ | No log | 5.1899 | 410 | 0.7677 | 0.6706 | 0.7677 | 0.8762 |
257
+ | No log | 5.2152 | 412 | 0.7467 | 0.6706 | 0.7467 | 0.8641 |
258
+ | No log | 5.2405 | 414 | 0.7458 | 0.6706 | 0.7458 | 0.8636 |
259
+ | No log | 5.2658 | 416 | 0.7885 | 0.6884 | 0.7885 | 0.8880 |
260
+ | No log | 5.2911 | 418 | 0.8420 | 0.6073 | 0.8420 | 0.9176 |
261
+ | No log | 5.3165 | 420 | 0.8755 | 0.6573 | 0.8755 | 0.9357 |
262
+ | No log | 5.3418 | 422 | 0.9038 | 0.6617 | 0.9038 | 0.9507 |
263
+ | No log | 5.3671 | 424 | 0.8729 | 0.6617 | 0.8729 | 0.9343 |
264
+ | No log | 5.3924 | 426 | 0.8177 | 0.6617 | 0.8177 | 0.9043 |
265
+ | No log | 5.4177 | 428 | 0.7643 | 0.6617 | 0.7643 | 0.8743 |
266
+ | No log | 5.4430 | 430 | 0.7423 | 0.6617 | 0.7423 | 0.8616 |
267
+ | No log | 5.4684 | 432 | 0.8324 | 0.6617 | 0.8324 | 0.9123 |
268
+ | No log | 5.4937 | 434 | 0.8535 | 0.6617 | 0.8535 | 0.9238 |
269
+ | No log | 5.5190 | 436 | 0.7563 | 0.6617 | 0.7563 | 0.8696 |
270
+ | No log | 5.5443 | 438 | 0.7065 | 0.72 | 0.7065 | 0.8406 |
271
+ | No log | 5.5696 | 440 | 0.6785 | 0.7255 | 0.6785 | 0.8237 |
272
+ | No log | 5.5949 | 442 | 0.6350 | 0.6915 | 0.6350 | 0.7968 |
273
+ | No log | 5.6203 | 444 | 0.6435 | 0.7255 | 0.6435 | 0.8022 |
274
+ | No log | 5.6456 | 446 | 0.6199 | 0.7535 | 0.6199 | 0.7873 |
275
+ | No log | 5.6709 | 448 | 0.6647 | 0.7864 | 0.6647 | 0.8153 |
276
+ | No log | 5.6962 | 450 | 0.7719 | 0.7459 | 0.7719 | 0.8786 |
277
+ | No log | 5.7215 | 452 | 0.8928 | 0.6733 | 0.8928 | 0.9449 |
278
+ | No log | 5.7468 | 454 | 0.9185 | 0.6733 | 0.9185 | 0.9584 |
279
+ | No log | 5.7722 | 456 | 0.8127 | 0.7459 | 0.8127 | 0.9015 |
280
+ | No log | 5.7975 | 458 | 0.7835 | 0.7375 | 0.7835 | 0.8852 |
281
+ | No log | 5.8228 | 460 | 0.8308 | 0.7375 | 0.8308 | 0.9115 |
282
+ | No log | 5.8481 | 462 | 0.8220 | 0.7375 | 0.8220 | 0.9067 |
283
+ | No log | 5.8734 | 464 | 0.8059 | 0.7375 | 0.8059 | 0.8977 |
284
+ | No log | 5.8987 | 466 | 0.7445 | 0.6706 | 0.7445 | 0.8629 |
285
+ | No log | 5.9241 | 468 | 0.6644 | 0.7284 | 0.6644 | 0.8151 |
286
+ | No log | 5.9494 | 470 | 0.6473 | 0.7216 | 0.6473 | 0.8045 |
287
+ | No log | 5.9747 | 472 | 0.6925 | 0.7284 | 0.6925 | 0.8322 |
288
+ | No log | 6.0 | 474 | 0.7878 | 0.6706 | 0.7878 | 0.8876 |
289
+ | No log | 6.0253 | 476 | 0.9293 | 0.6884 | 0.9293 | 0.9640 |
290
+ | No log | 6.0506 | 478 | 0.9698 | 0.6688 | 0.9698 | 0.9848 |
291
+ | No log | 6.0759 | 480 | 0.9567 | 0.6688 | 0.9567 | 0.9781 |
292
+ | No log | 6.1013 | 482 | 0.8603 | 0.7375 | 0.8603 | 0.9275 |
293
+ | No log | 6.1266 | 484 | 0.7493 | 0.6564 | 0.7493 | 0.8656 |
294
+ | No log | 6.1519 | 486 | 0.6723 | 0.6918 | 0.6723 | 0.8199 |
295
+ | No log | 6.1772 | 488 | 0.6571 | 0.6763 | 0.6571 | 0.8106 |
296
+ | No log | 6.2025 | 490 | 0.7213 | 0.6859 | 0.7213 | 0.8493 |
297
+ | No log | 6.2278 | 492 | 0.8551 | 0.7375 | 0.8551 | 0.9247 |
298
+ | No log | 6.2532 | 494 | 0.9256 | 0.7375 | 0.9256 | 0.9621 |
299
+ | No log | 6.2785 | 496 | 0.8940 | 0.7375 | 0.8940 | 0.9455 |
300
+ | No log | 6.3038 | 498 | 0.8590 | 0.7375 | 0.8590 | 0.9268 |
301
+ | 0.7567 | 6.3291 | 500 | 0.8429 | 0.7375 | 0.8429 | 0.9181 |
302
+ | 0.7567 | 6.3544 | 502 | 0.8498 | 0.7336 | 0.8498 | 0.9218 |
303
+ | 0.7567 | 6.3797 | 504 | 0.8303 | 0.7426 | 0.8303 | 0.9112 |
304
+ | 0.7567 | 6.4051 | 506 | 0.8651 | 0.7426 | 0.8651 | 0.9301 |
305
+ | 0.7567 | 6.4304 | 508 | 0.8597 | 0.7426 | 0.8597 | 0.9272 |
306
+ | 0.7567 | 6.4557 | 510 | 0.7753 | 0.7426 | 0.7753 | 0.8805 |
307
+ | 0.7567 | 6.4810 | 512 | 0.6700 | 0.7535 | 0.6700 | 0.8185 |
308
+ | 0.7567 | 6.5063 | 514 | 0.6185 | 0.7284 | 0.6185 | 0.7865 |
309
+ | 0.7567 | 6.5316 | 516 | 0.6252 | 0.7284 | 0.6252 | 0.7907 |
310
+ | 0.7567 | 6.5570 | 518 | 0.6858 | 0.7234 | 0.6858 | 0.8281 |
311
+ | 0.7567 | 6.5823 | 520 | 0.8154 | 0.7459 | 0.8154 | 0.9030 |
312
+ | 0.7567 | 6.6076 | 522 | 1.0250 | 0.6842 | 1.0250 | 1.0124 |
313
+ | 0.7567 | 6.6329 | 524 | 1.1237 | 0.6715 | 1.1237 | 1.0600 |
314
+ | 0.7567 | 6.6582 | 526 | 1.0943 | 0.6715 | 1.0943 | 1.0461 |
315
+ | 0.7567 | 6.6835 | 528 | 1.0040 | 0.6936 | 1.0040 | 1.0020 |
316
+ | 0.7567 | 6.7089 | 530 | 0.8626 | 0.7459 | 0.8626 | 0.9287 |
317
+ | 0.7567 | 6.7342 | 532 | 0.7228 | 0.7616 | 0.7228 | 0.8502 |
318
+ | 0.7567 | 6.7595 | 534 | 0.6769 | 0.7529 | 0.6769 | 0.8227 |
319
+ | 0.7567 | 6.7848 | 536 | 0.6786 | 0.7529 | 0.6786 | 0.8238 |
320
+ | 0.7567 | 6.8101 | 538 | 0.6749 | 0.7529 | 0.6749 | 0.8215 |
321
+ | 0.7567 | 6.8354 | 540 | 0.6784 | 0.7529 | 0.6784 | 0.8236 |
322
+ | 0.7567 | 6.8608 | 542 | 0.7378 | 0.7715 | 0.7378 | 0.8589 |
323
+ | 0.7567 | 6.8861 | 544 | 0.8165 | 0.7715 | 0.8165 | 0.9036 |
324
+ | 0.7567 | 6.9114 | 546 | 0.8180 | 0.7715 | 0.8180 | 0.9045 |
325
+ | 0.7567 | 6.9367 | 548 | 0.7718 | 0.7715 | 0.7718 | 0.8785 |
326
+ | 0.7567 | 6.9620 | 550 | 0.7091 | 0.8282 | 0.7091 | 0.8421 |
327
+ | 0.7567 | 6.9873 | 552 | 0.6822 | 0.8282 | 0.6822 | 0.8259 |
328
+ | 0.7567 | 7.0127 | 554 | 0.6583 | 0.7572 | 0.6583 | 0.8114 |
329
+ | 0.7567 | 7.0380 | 556 | 0.7005 | 0.7755 | 0.7005 | 0.8369 |
330
+ | 0.7567 | 7.0633 | 558 | 0.7733 | 0.7715 | 0.7733 | 0.8794 |
331
+ | 0.7567 | 7.0886 | 560 | 0.8772 | 0.7715 | 0.8772 | 0.9366 |
332
+ | 0.7567 | 7.1139 | 562 | 0.9187 | 0.7904 | 0.9187 | 0.9585 |
333
+ | 0.7567 | 7.1392 | 564 | 0.8863 | 0.7715 | 0.8863 | 0.9414 |
334
+ | 0.7567 | 7.1646 | 566 | 0.8658 | 0.7715 | 0.8658 | 0.9305 |
335
+ | 0.7567 | 7.1899 | 568 | 0.8410 | 0.7715 | 0.8410 | 0.9171 |
336
+ | 0.7567 | 7.2152 | 570 | 0.8491 | 0.7715 | 0.8491 | 0.9215 |
337
+ | 0.7567 | 7.2405 | 572 | 0.9032 | 0.7571 | 0.9032 | 0.9503 |
338
+ | 0.7567 | 7.2658 | 574 | 0.9567 | 0.7571 | 0.9567 | 0.9781 |
339
+ | 0.7567 | 7.2911 | 576 | 0.9814 | 0.6879 | 0.9814 | 0.9907 |
340
+ | 0.7567 | 7.3165 | 578 | 0.9293 | 0.7571 | 0.9293 | 0.9640 |
341
+ | 0.7567 | 7.3418 | 580 | 0.8920 | 0.7571 | 0.8920 | 0.9444 |
342
+ | 0.7567 | 7.3671 | 582 | 0.8585 | 0.7571 | 0.8585 | 0.9265 |
343
+ | 0.7567 | 7.3924 | 584 | 0.7673 | 0.7183 | 0.7673 | 0.8759 |
344
+ | 0.7567 | 7.4177 | 586 | 0.6732 | 0.7529 | 0.6732 | 0.8205 |
345
+ | 0.7567 | 7.4430 | 588 | 0.6297 | 0.7059 | 0.6297 | 0.7935 |
346
+ | 0.7567 | 7.4684 | 590 | 0.6435 | 0.7529 | 0.6435 | 0.8022 |
347
+ | 0.7567 | 7.4937 | 592 | 0.6968 | 0.7529 | 0.6968 | 0.8348 |
348
+ | 0.7567 | 7.5190 | 594 | 0.7273 | 0.7529 | 0.7273 | 0.8528 |
349
+ | 0.7567 | 7.5443 | 596 | 0.7516 | 0.7529 | 0.7516 | 0.8669 |
350
+ | 0.7567 | 7.5696 | 598 | 0.7670 | 0.7529 | 0.7670 | 0.8758 |
351
+ | 0.7567 | 7.5949 | 600 | 0.8214 | 0.7529 | 0.8214 | 0.9063 |
352
+ | 0.7567 | 7.6203 | 602 | 0.8598 | 0.7529 | 0.8598 | 0.9273 |
353
+ | 0.7567 | 7.6456 | 604 | 0.8888 | 0.7715 | 0.8888 | 0.9428 |
354
+ | 0.7567 | 7.6709 | 606 | 0.9028 | 0.7904 | 0.9028 | 0.9502 |
355
+ | 0.7567 | 7.6962 | 608 | 0.8887 | 0.7904 | 0.8887 | 0.9427 |
356
+ | 0.7567 | 7.7215 | 610 | 0.8654 | 0.7715 | 0.8654 | 0.9303 |
357
+ | 0.7567 | 7.7468 | 612 | 0.8121 | 0.7529 | 0.8121 | 0.9012 |
358
+ | 0.7567 | 7.7722 | 614 | 0.7611 | 0.7529 | 0.7611 | 0.8724 |
359
+ | 0.7567 | 7.7975 | 616 | 0.7273 | 0.7529 | 0.7273 | 0.8528 |
360
+ | 0.7567 | 7.8228 | 618 | 0.7066 | 0.7715 | 0.7066 | 0.8406 |
361
+ | 0.7567 | 7.8481 | 620 | 0.6837 | 0.7715 | 0.6837 | 0.8268 |
362
+ | 0.7567 | 7.8734 | 622 | 0.6958 | 0.7715 | 0.6958 | 0.8342 |
363
+ | 0.7567 | 7.8987 | 624 | 0.6885 | 0.7715 | 0.6885 | 0.8297 |
364
+ | 0.7567 | 7.9241 | 626 | 0.6811 | 0.7715 | 0.6811 | 0.8253 |
365
+ | 0.7567 | 7.9494 | 628 | 0.6475 | 0.8282 | 0.6475 | 0.8047 |
366
+ | 0.7567 | 7.9747 | 630 | 0.6606 | 0.8282 | 0.6606 | 0.8128 |
367
+ | 0.7567 | 8.0 | 632 | 0.6538 | 0.8282 | 0.6538 | 0.8086 |
368
+ | 0.7567 | 8.0253 | 634 | 0.6852 | 0.7715 | 0.6852 | 0.8278 |
369
+ | 0.7567 | 8.0506 | 636 | 0.7377 | 0.7375 | 0.7377 | 0.8589 |
370
+ | 0.7567 | 8.0759 | 638 | 0.7925 | 0.7375 | 0.7925 | 0.8902 |
371
+ | 0.7567 | 8.1013 | 640 | 0.8177 | 0.7375 | 0.8177 | 0.9043 |
372
+ | 0.7567 | 8.1266 | 642 | 0.8281 | 0.7459 | 0.8281 | 0.9100 |
373
+ | 0.7567 | 8.1519 | 644 | 0.8142 | 0.7459 | 0.8142 | 0.9023 |
374
+ | 0.7567 | 8.1772 | 646 | 0.8008 | 0.7459 | 0.8008 | 0.8949 |
375
+ | 0.7567 | 8.2025 | 648 | 0.8088 | 0.7459 | 0.8088 | 0.8994 |
376
+ | 0.7567 | 8.2278 | 650 | 0.8326 | 0.7459 | 0.8326 | 0.9125 |
377
+ | 0.7567 | 8.2532 | 652 | 0.8266 | 0.7375 | 0.8266 | 0.9092 |
378
+ | 0.7567 | 8.2785 | 654 | 0.8090 | 0.7375 | 0.8090 | 0.8994 |
379
+ | 0.7567 | 8.3038 | 656 | 0.8059 | 0.7459 | 0.8059 | 0.8977 |
380
+ | 0.7567 | 8.3291 | 658 | 0.7718 | 0.7375 | 0.7718 | 0.8785 |
381
+ | 0.7567 | 8.3544 | 660 | 0.7221 | 0.7183 | 0.7221 | 0.8497 |
382
+ | 0.7567 | 8.3797 | 662 | 0.6997 | 0.7183 | 0.6997 | 0.8365 |
383
+ | 0.7567 | 8.4051 | 664 | 0.6843 | 0.7183 | 0.6843 | 0.8272 |
384
+ | 0.7567 | 8.4304 | 666 | 0.6849 | 0.7183 | 0.6849 | 0.8276 |
385
+ | 0.7567 | 8.4557 | 668 | 0.6776 | 0.7183 | 0.6776 | 0.8231 |
386
+ | 0.7567 | 8.4810 | 670 | 0.7044 | 0.7183 | 0.7044 | 0.8393 |
387
+ | 0.7567 | 8.5063 | 672 | 0.7402 | 0.7375 | 0.7402 | 0.8603 |
388
+ | 0.7567 | 8.5316 | 674 | 0.7794 | 0.7426 | 0.7794 | 0.8828 |
389
+ | 0.7567 | 8.5570 | 676 | 0.8292 | 0.6842 | 0.8292 | 0.9106 |
390
+ | 0.7567 | 8.5823 | 678 | 0.8695 | 0.6842 | 0.8695 | 0.9325 |
391
+ | 0.7567 | 8.6076 | 680 | 0.8784 | 0.6842 | 0.8784 | 0.9373 |
392
+ | 0.7567 | 8.6329 | 682 | 0.8598 | 0.6784 | 0.8598 | 0.9273 |
393
+ | 0.7567 | 8.6582 | 684 | 0.8404 | 0.7571 | 0.8404 | 0.9167 |
394
+ | 0.7567 | 8.6835 | 686 | 0.8124 | 0.7183 | 0.8124 | 0.9013 |
395
+ | 0.7567 | 8.7089 | 688 | 0.8124 | 0.7183 | 0.8124 | 0.9013 |
396
+ | 0.7567 | 8.7342 | 690 | 0.7887 | 0.7183 | 0.7887 | 0.8881 |
397
+ | 0.7567 | 8.7595 | 692 | 0.7543 | 0.7183 | 0.7543 | 0.8685 |
398
+ | 0.7567 | 8.7848 | 694 | 0.7490 | 0.7183 | 0.7490 | 0.8654 |
399
+ | 0.7567 | 8.8101 | 696 | 0.7473 | 0.7183 | 0.7473 | 0.8645 |
400
+ | 0.7567 | 8.8354 | 698 | 0.7675 | 0.7183 | 0.7675 | 0.8761 |
401
+ | 0.7567 | 8.8608 | 700 | 0.7924 | 0.7183 | 0.7924 | 0.8901 |
402
+ | 0.7567 | 8.8861 | 702 | 0.7975 | 0.7183 | 0.7975 | 0.8930 |
403
+ | 0.7567 | 8.9114 | 704 | 0.8024 | 0.7183 | 0.8024 | 0.8958 |
404
+ | 0.7567 | 8.9367 | 706 | 0.8070 | 0.7183 | 0.8070 | 0.8983 |
405
+ | 0.7567 | 8.9620 | 708 | 0.8168 | 0.7336 | 0.8168 | 0.9038 |
406
+ | 0.7567 | 8.9873 | 710 | 0.8162 | 0.7336 | 0.8162 | 0.9034 |
407
+ | 0.7567 | 9.0127 | 712 | 0.8070 | 0.7336 | 0.8070 | 0.8983 |
408
+ | 0.7567 | 9.0380 | 714 | 0.8120 | 0.7552 | 0.8120 | 0.9011 |
409
+ | 0.7567 | 9.0633 | 716 | 0.8051 | 0.7552 | 0.8051 | 0.8973 |
410
+ | 0.7567 | 9.0886 | 718 | 0.8017 | 0.7552 | 0.8017 | 0.8954 |
411
+ | 0.7567 | 9.1139 | 720 | 0.7917 | 0.7552 | 0.7917 | 0.8898 |
412
+ | 0.7567 | 9.1392 | 722 | 0.7789 | 0.7552 | 0.7789 | 0.8826 |
413
+ | 0.7567 | 9.1646 | 724 | 0.7589 | 0.7336 | 0.7589 | 0.8712 |
414
+ | 0.7567 | 9.1899 | 726 | 0.7357 | 0.7123 | 0.7357 | 0.8578 |
415
+ | 0.7567 | 9.2152 | 728 | 0.7086 | 0.7758 | 0.7086 | 0.8418 |
416
+ | 0.7567 | 9.2405 | 730 | 0.6831 | 0.7758 | 0.6831 | 0.8265 |
417
+ | 0.7567 | 9.2658 | 732 | 0.6666 | 0.7758 | 0.6666 | 0.8164 |
418
+ | 0.7567 | 9.2911 | 734 | 0.6565 | 0.7758 | 0.6565 | 0.8103 |
419
+ | 0.7567 | 9.3165 | 736 | 0.6651 | 0.7758 | 0.6651 | 0.8156 |
420
+ | 0.7567 | 9.3418 | 738 | 0.6692 | 0.7123 | 0.6692 | 0.8180 |
421
+ | 0.7567 | 9.3671 | 740 | 0.6766 | 0.7123 | 0.6766 | 0.8226 |
422
+ | 0.7567 | 9.3924 | 742 | 0.6869 | 0.7183 | 0.6869 | 0.8288 |
423
+ | 0.7567 | 9.4177 | 744 | 0.6993 | 0.7183 | 0.6993 | 0.8363 |
424
+ | 0.7567 | 9.4430 | 746 | 0.7158 | 0.7183 | 0.7158 | 0.8460 |
425
+ | 0.7567 | 9.4684 | 748 | 0.7255 | 0.7183 | 0.7255 | 0.8518 |
426
+ | 0.7567 | 9.4937 | 750 | 0.7370 | 0.7183 | 0.7370 | 0.8585 |
427
+ | 0.7567 | 9.5190 | 752 | 0.7588 | 0.7183 | 0.7588 | 0.8711 |
428
+ | 0.7567 | 9.5443 | 754 | 0.7853 | 0.7183 | 0.7853 | 0.8862 |
429
+ | 0.7567 | 9.5696 | 756 | 0.8043 | 0.7123 | 0.8043 | 0.8968 |
430
+ | 0.7567 | 9.5949 | 758 | 0.8254 | 0.7336 | 0.8254 | 0.9085 |
431
+ | 0.7567 | 9.6203 | 760 | 0.8374 | 0.7336 | 0.8374 | 0.9151 |
432
+ | 0.7567 | 9.6456 | 762 | 0.8528 | 0.7552 | 0.8528 | 0.9235 |
433
+ | 0.7567 | 9.6709 | 764 | 0.8656 | 0.7552 | 0.8656 | 0.9304 |
434
+ | 0.7567 | 9.6962 | 766 | 0.8671 | 0.7552 | 0.8671 | 0.9312 |
435
+ | 0.7567 | 9.7215 | 768 | 0.8651 | 0.7552 | 0.8651 | 0.9301 |
436
+ | 0.7567 | 9.7468 | 770 | 0.8586 | 0.7552 | 0.8586 | 0.9266 |
437
+ | 0.7567 | 9.7722 | 772 | 0.8476 | 0.7552 | 0.8476 | 0.9206 |
438
+ | 0.7567 | 9.7975 | 774 | 0.8345 | 0.7336 | 0.8345 | 0.9135 |
439
+ | 0.7567 | 9.8228 | 776 | 0.8217 | 0.7336 | 0.8217 | 0.9065 |
440
+ | 0.7567 | 9.8481 | 778 | 0.8128 | 0.7336 | 0.8128 | 0.9016 |
441
+ | 0.7567 | 9.8734 | 780 | 0.8091 | 0.7336 | 0.8091 | 0.8995 |
442
+ | 0.7567 | 9.8987 | 782 | 0.8065 | 0.7336 | 0.8065 | 0.8981 |
443
+ | 0.7567 | 9.9241 | 784 | 0.8047 | 0.7336 | 0.8047 | 0.8971 |
444
+ | 0.7567 | 9.9494 | 786 | 0.8031 | 0.7336 | 0.8031 | 0.8961 |
445
+ | 0.7567 | 9.9747 | 788 | 0.8019 | 0.7375 | 0.8019 | 0.8955 |
446
+ | 0.7567 | 10.0 | 790 | 0.8016 | 0.7375 | 0.8016 | 0.8953 |
447
 
448
 
449
  ### Framework versions
model.safetensors CHANGED
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  size 540799996
 
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