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ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k11_task3_organization

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@@ -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: ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k10_task3_organization
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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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- # ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k10_task3_organization
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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: 0.8461
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- - Qwk: 0.1362
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- - Mse: 0.8461
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- - Rmse: 0.9198
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  ## Model description
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@@ -49,261 +49,318 @@ 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 | 0.0714 | 2 | 3.7931 | -0.0163 | 3.7931 | 1.9476 |
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- | No log | 0.1429 | 4 | 1.7473 | 0.0943 | 1.7473 | 1.3218 |
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- | No log | 0.2143 | 6 | 1.2333 | 0.1067 | 1.2333 | 1.1105 |
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- | No log | 0.2857 | 8 | 1.2190 | 0.0586 | 1.2190 | 1.1041 |
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- | No log | 0.3571 | 10 | 1.1768 | 0.0586 | 1.1768 | 1.0848 |
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- | No log | 0.4286 | 12 | 1.1086 | -0.0164 | 1.1086 | 1.0529 |
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- | No log | 0.5 | 14 | 1.0054 | -0.0398 | 1.0054 | 1.0027 |
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- | No log | 0.5714 | 16 | 0.9601 | -0.0638 | 0.9601 | 0.9799 |
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- | No log | 0.6429 | 18 | 1.0323 | -0.1290 | 1.0323 | 1.0160 |
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- | No log | 0.7143 | 20 | 1.0820 | -0.1575 | 1.0820 | 1.0402 |
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- | No log | 0.7857 | 22 | 1.0320 | -0.1278 | 1.0320 | 1.0159 |
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- | No log | 0.8571 | 24 | 1.0577 | -0.1920 | 1.0577 | 1.0285 |
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- | No log | 0.9286 | 26 | 1.0587 | -0.1602 | 1.0587 | 1.0289 |
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- | No log | 1.0 | 28 | 1.1240 | -0.0977 | 1.1240 | 1.0602 |
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- | No log | 1.0714 | 30 | 1.2121 | -0.0987 | 1.2121 | 1.1010 |
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- | No log | 1.1429 | 32 | 1.2955 | -0.0704 | 1.2955 | 1.1382 |
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- | No log | 1.2143 | 34 | 1.1399 | -0.0982 | 1.1399 | 1.0677 |
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- | No log | 1.2857 | 36 | 1.2880 | -0.0423 | 1.2880 | 1.1349 |
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- | No log | 1.3571 | 38 | 1.6238 | 0.0 | 1.6238 | 1.2743 |
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- | No log | 1.4286 | 40 | 1.4649 | 0.0 | 1.4649 | 1.2103 |
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- | No log | 1.5 | 42 | 1.3170 | 0.0 | 1.3170 | 1.1476 |
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- | No log | 1.5714 | 44 | 1.0074 | -0.0728 | 1.0074 | 1.0037 |
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- | No log | 1.6429 | 46 | 0.7913 | -0.0725 | 0.7913 | 0.8895 |
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- | No log | 1.7143 | 48 | 0.7299 | -0.0069 | 0.7299 | 0.8543 |
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- | No log | 1.7857 | 50 | 0.7275 | -0.0035 | 0.7275 | 0.8530 |
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- | No log | 1.8571 | 52 | 0.8108 | 0.1148 | 0.8108 | 0.9005 |
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- | No log | 1.9286 | 54 | 1.0706 | -0.0207 | 1.0706 | 1.0347 |
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- | No log | 2.0 | 56 | 1.5628 | 0.0 | 1.5628 | 1.2501 |
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- | No log | 2.0714 | 58 | 1.7116 | -0.0015 | 1.7116 | 1.3083 |
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- | No log | 2.1429 | 60 | 1.4090 | -0.0207 | 1.4090 | 1.1870 |
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- | No log | 2.2143 | 62 | 0.9666 | -0.1274 | 0.9666 | 0.9832 |
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- | No log | 2.2857 | 64 | 0.7896 | -0.0725 | 0.7896 | 0.8886 |
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- | No log | 2.3571 | 66 | 0.7379 | -0.0188 | 0.7379 | 0.8590 |
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- | No log | 2.4286 | 68 | 0.7253 | 0.0479 | 0.7253 | 0.8517 |
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- | No log | 2.5 | 70 | 0.7317 | -0.0188 | 0.7317 | 0.8554 |
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- | No log | 2.5714 | 72 | 0.7414 | -0.0188 | 0.7414 | 0.8611 |
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- | No log | 2.6429 | 74 | 0.7692 | -0.0264 | 0.7692 | 0.8770 |
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- | No log | 2.7143 | 76 | 0.8360 | -0.1676 | 0.8360 | 0.9143 |
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- | No log | 2.7857 | 78 | 1.2867 | 0.0379 | 1.2867 | 1.1343 |
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- | No log | 2.8571 | 80 | 1.5995 | 0.0 | 1.5995 | 1.2647 |
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- | No log | 2.9286 | 82 | 1.5630 | 0.0 | 1.5630 | 1.2502 |
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- | No log | 3.0 | 84 | 1.4121 | 0.0016 | 1.4121 | 1.1883 |
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- | No log | 3.0714 | 86 | 0.9479 | 0.0378 | 0.9479 | 0.9736 |
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- | No log | 3.1429 | 88 | 0.8090 | -0.0215 | 0.8090 | 0.8994 |
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- | No log | 3.2143 | 90 | 1.2409 | -0.0229 | 1.2409 | 1.1140 |
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- | No log | 3.2857 | 92 | 0.9916 | -0.0490 | 0.9916 | 0.9958 |
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- | No log | 3.3571 | 94 | 0.7256 | 0.0416 | 0.7256 | 0.8518 |
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- | No log | 3.4286 | 96 | 0.9127 | 0.0848 | 0.9127 | 0.9554 |
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- | No log | 3.5 | 98 | 1.2301 | 0.0279 | 1.2301 | 1.1091 |
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- | No log | 3.5714 | 100 | 1.2975 | -0.0247 | 1.2975 | 1.1391 |
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- | No log | 3.6429 | 102 | 0.9897 | -0.0638 | 0.9897 | 0.9948 |
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- | No log | 3.7143 | 104 | 0.7811 | 0.0296 | 0.7811 | 0.8838 |
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- | No log | 3.7857 | 106 | 0.7629 | 0.1498 | 0.7629 | 0.8734 |
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- | No log | 3.8571 | 108 | 0.7401 | 0.0334 | 0.7401 | 0.8603 |
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- | No log | 3.9286 | 110 | 0.7284 | 0.0334 | 0.7284 | 0.8535 |
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- | No log | 4.0 | 112 | 0.7358 | 0.0807 | 0.7358 | 0.8578 |
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- | No log | 4.0714 | 114 | 0.7242 | 0.0374 | 0.7242 | 0.8510 |
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- | No log | 4.1429 | 116 | 0.7582 | 0.0973 | 0.7582 | 0.8707 |
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- | No log | 4.2143 | 118 | 0.7734 | 0.0759 | 0.7734 | 0.8794 |
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- | No log | 4.2857 | 120 | 0.7728 | 0.0714 | 0.7728 | 0.8791 |
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- | No log | 4.3571 | 122 | 0.7595 | 0.1292 | 0.7595 | 0.8715 |
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- | No log | 4.4286 | 124 | 0.7760 | 0.1463 | 0.7760 | 0.8809 |
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- | No log | 4.5 | 126 | 0.7632 | 0.1249 | 0.7632 | 0.8736 |
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- | No log | 4.5714 | 128 | 1.1024 | 0.0147 | 1.1024 | 1.0499 |
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- | No log | 4.6429 | 130 | 1.3365 | 0.1042 | 1.3365 | 1.1561 |
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- | No log | 4.7143 | 132 | 0.8847 | -0.0240 | 0.8847 | 0.9406 |
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- | No log | 4.7857 | 134 | 0.9086 | 0.1277 | 0.9086 | 0.9532 |
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- | No log | 4.8571 | 136 | 1.0115 | -0.0197 | 1.0115 | 1.0057 |
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- | No log | 4.9286 | 138 | 1.1096 | 0.0691 | 1.1096 | 1.0534 |
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- | No log | 5.0 | 140 | 1.0296 | 0.0871 | 1.0296 | 1.0147 |
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- | No log | 5.0714 | 142 | 1.0426 | 0.0955 | 1.0426 | 1.0211 |
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- | No log | 5.1429 | 144 | 0.9628 | 0.0735 | 0.9628 | 0.9812 |
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- | No log | 5.2143 | 146 | 1.2589 | 0.1057 | 1.2589 | 1.1220 |
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- | No log | 5.2857 | 148 | 1.2144 | 0.0666 | 1.2144 | 1.1020 |
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- | No log | 5.3571 | 150 | 0.9212 | 0.1014 | 0.9212 | 0.9598 |
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- | No log | 5.4286 | 152 | 0.9146 | 0.1309 | 0.9146 | 0.9563 |
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- | No log | 5.5 | 154 | 0.8539 | 0.1660 | 0.8539 | 0.9241 |
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- | No log | 5.5714 | 156 | 0.9793 | -0.0486 | 0.9793 | 0.9896 |
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- | No log | 5.6429 | 158 | 1.6529 | 0.0877 | 1.6529 | 1.2856 |
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- | No log | 5.7143 | 160 | 2.0591 | 0.0074 | 2.0591 | 1.4350 |
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- | No log | 5.7857 | 162 | 1.8463 | 0.0610 | 1.8463 | 1.3588 |
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- | No log | 5.8571 | 164 | 1.2087 | -0.0316 | 1.2087 | 1.0994 |
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- | No log | 5.9286 | 166 | 0.7202 | 0.1691 | 0.7202 | 0.8486 |
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- | No log | 6.0 | 168 | 0.6593 | 0.0857 | 0.6593 | 0.8120 |
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- | No log | 6.0714 | 170 | 0.6613 | 0.0909 | 0.6613 | 0.8132 |
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- | No log | 6.1429 | 172 | 0.6729 | 0.1318 | 0.6729 | 0.8203 |
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- | No log | 6.2143 | 174 | 0.8472 | 0.0748 | 0.8472 | 0.9205 |
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- | No log | 6.2857 | 176 | 0.8771 | 0.0596 | 0.8771 | 0.9365 |
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- | No log | 6.3571 | 178 | 0.7481 | 0.1553 | 0.7481 | 0.8649 |
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- | No log | 6.4286 | 180 | 0.7192 | 0.2194 | 0.7192 | 0.8481 |
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- | No log | 6.5 | 182 | 0.7241 | 0.1372 | 0.7241 | 0.8509 |
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- | No log | 6.5714 | 184 | 0.7153 | 0.1815 | 0.7153 | 0.8457 |
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- | No log | 6.6429 | 186 | 0.7578 | 0.2009 | 0.7578 | 0.8705 |
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- | No log | 6.7143 | 188 | 0.7496 | 0.2009 | 0.7496 | 0.8658 |
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- | No log | 6.7857 | 190 | 0.7724 | 0.1336 | 0.7724 | 0.8789 |
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- | No log | 6.8571 | 192 | 0.7451 | 0.0670 | 0.7451 | 0.8632 |
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- | No log | 6.9286 | 194 | 0.7786 | 0.0588 | 0.7786 | 0.8824 |
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- | No log | 7.0 | 196 | 0.7940 | 0.0071 | 0.7940 | 0.8911 |
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- | No log | 7.0714 | 198 | 0.7683 | 0.0454 | 0.7683 | 0.8765 |
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- | No log | 7.1429 | 200 | 0.7944 | 0.0518 | 0.7944 | 0.8913 |
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- | No log | 7.2143 | 202 | 0.8532 | 0.0476 | 0.8532 | 0.9237 |
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- | No log | 7.2857 | 204 | 1.1917 | 0.0578 | 1.1917 | 1.0917 |
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- | No log | 7.3571 | 206 | 1.0384 | -0.0571 | 1.0384 | 1.0190 |
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- | No log | 7.4286 | 208 | 0.7417 | 0.2053 | 0.7417 | 0.8612 |
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- | No log | 7.5 | 210 | 0.8007 | 0.1419 | 0.8007 | 0.8948 |
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- | No log | 7.5714 | 212 | 0.8175 | 0.1412 | 0.8175 | 0.9042 |
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- | No log | 7.6429 | 214 | 0.7638 | 0.2153 | 0.7638 | 0.8740 |
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- | No log | 7.7143 | 216 | 0.8834 | -0.0008 | 0.8834 | 0.9399 |
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- | No log | 7.7857 | 218 | 0.8507 | 0.1365 | 0.8507 | 0.9223 |
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- | No log | 7.8571 | 220 | 0.8029 | 0.2118 | 0.8029 | 0.8961 |
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- | No log | 7.9286 | 222 | 0.8127 | 0.2132 | 0.8127 | 0.9015 |
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- | No log | 8.0 | 224 | 0.7567 | 0.0869 | 0.7567 | 0.8699 |
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- | No log | 8.0714 | 226 | 0.7917 | 0.0714 | 0.7917 | 0.8898 |
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- | No log | 8.1429 | 228 | 0.8053 | 0.1146 | 0.8053 | 0.8974 |
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- | No log | 8.2143 | 230 | 0.8519 | 0.1324 | 0.8519 | 0.9230 |
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- | No log | 8.2857 | 232 | 0.8206 | 0.1796 | 0.8206 | 0.9059 |
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- | No log | 8.3571 | 234 | 0.8791 | 0.2430 | 0.8791 | 0.9376 |
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- | No log | 8.4286 | 236 | 0.8956 | 0.0936 | 0.8956 | 0.9464 |
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- | No log | 8.5 | 238 | 0.8423 | 0.1367 | 0.8423 | 0.9178 |
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- | No log | 8.5714 | 240 | 0.7330 | 0.0436 | 0.7330 | 0.8561 |
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- | No log | 8.6429 | 242 | 0.6988 | 0.1379 | 0.6988 | 0.8360 |
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- | No log | 8.7143 | 244 | 0.8530 | 0.0525 | 0.8530 | 0.9236 |
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- | No log | 8.7857 | 246 | 0.8828 | 0.0068 | 0.8828 | 0.9396 |
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- | No log | 8.8571 | 248 | 0.7583 | 0.1379 | 0.7583 | 0.8708 |
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- | No log | 8.9286 | 250 | 0.7225 | 0.1379 | 0.7225 | 0.8500 |
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- | No log | 9.0 | 252 | 0.7946 | 0.0905 | 0.7946 | 0.8914 |
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- | No log | 9.0714 | 254 | 0.8124 | 0.0846 | 0.8124 | 0.9013 |
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- | No log | 9.1429 | 256 | 0.8740 | 0.0588 | 0.8740 | 0.9349 |
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- | No log | 9.2143 | 258 | 1.1843 | 0.0824 | 1.1843 | 1.0882 |
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- | No log | 9.2857 | 260 | 1.1990 | 0.0078 | 1.1990 | 1.0950 |
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- | No log | 9.3571 | 262 | 0.9186 | -0.1255 | 0.9186 | 0.9584 |
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- | No log | 9.4286 | 264 | 0.7515 | 0.0828 | 0.7515 | 0.8669 |
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- | No log | 9.5 | 266 | 0.7597 | 0.1387 | 0.7597 | 0.8716 |
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- | No log | 9.5714 | 268 | 0.7482 | 0.0874 | 0.7482 | 0.8650 |
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- | No log | 9.6429 | 270 | 0.8206 | 0.1097 | 0.8206 | 0.9059 |
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- | No log | 9.7143 | 272 | 1.0498 | 0.0159 | 1.0498 | 1.0246 |
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- | No log | 9.7857 | 274 | 1.0279 | 0.0856 | 1.0279 | 1.0139 |
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- | No log | 9.8571 | 276 | 0.8519 | 0.0295 | 0.8519 | 0.9230 |
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- | No log | 9.9286 | 278 | 0.8671 | 0.1285 | 0.8671 | 0.9312 |
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- | No log | 10.0 | 280 | 0.8576 | 0.1711 | 0.8576 | 0.9261 |
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- | No log | 10.0714 | 282 | 0.7605 | 0.1347 | 0.7605 | 0.8721 |
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- | No log | 10.1429 | 284 | 0.7810 | 0.0318 | 0.7810 | 0.8838 |
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- | No log | 10.2143 | 286 | 0.8821 | 0.1105 | 0.8821 | 0.9392 |
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- | No log | 10.2857 | 288 | 0.8523 | 0.1379 | 0.8523 | 0.9232 |
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- | No log | 10.3571 | 290 | 0.7724 | 0.0863 | 0.7724 | 0.8789 |
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- | No log | 10.4286 | 292 | 0.7852 | 0.0776 | 0.7852 | 0.8861 |
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- | No log | 10.5 | 294 | 0.8407 | 0.1324 | 0.8407 | 0.9169 |
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- | No log | 10.5714 | 296 | 0.8925 | 0.1422 | 0.8925 | 0.9447 |
200
- | No log | 10.6429 | 298 | 0.8725 | 0.1253 | 0.8725 | 0.9341 |
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- | No log | 10.7143 | 300 | 0.8569 | 0.2063 | 0.8569 | 0.9257 |
202
- | No log | 10.7857 | 302 | 0.8239 | 0.1287 | 0.8239 | 0.9077 |
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- | No log | 10.8571 | 304 | 0.8500 | 0.0959 | 0.8500 | 0.9220 |
204
- | No log | 10.9286 | 306 | 0.9011 | -0.0490 | 0.9011 | 0.9493 |
205
- | No log | 11.0 | 308 | 0.8347 | 0.1836 | 0.8347 | 0.9136 |
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- | No log | 11.0714 | 310 | 0.7880 | 0.1691 | 0.7880 | 0.8877 |
207
- | No log | 11.1429 | 312 | 0.8176 | 0.2034 | 0.8176 | 0.9042 |
208
- | No log | 11.2143 | 314 | 0.8947 | -0.0031 | 0.8947 | 0.9459 |
209
- | No log | 11.2857 | 316 | 0.8196 | 0.1599 | 0.8196 | 0.9053 |
210
- | No log | 11.3571 | 318 | 0.7977 | 0.1769 | 0.7977 | 0.8931 |
211
- | No log | 11.4286 | 320 | 0.8297 | 0.1249 | 0.8297 | 0.9109 |
212
- | No log | 11.5 | 322 | 0.8958 | 0.0407 | 0.8958 | 0.9464 |
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- | No log | 11.5714 | 324 | 0.8983 | 0.0016 | 0.8983 | 0.9478 |
214
- | No log | 11.6429 | 326 | 0.8002 | 0.0869 | 0.8002 | 0.8945 |
215
- | No log | 11.7143 | 328 | 0.8199 | 0.2142 | 0.8199 | 0.9055 |
216
- | No log | 11.7857 | 330 | 0.8485 | 0.2073 | 0.8485 | 0.9211 |
217
- | No log | 11.8571 | 332 | 0.8476 | 0.1761 | 0.8476 | 0.9206 |
218
- | No log | 11.9286 | 334 | 0.9139 | -0.1088 | 0.9139 | 0.9560 |
219
- | No log | 12.0 | 336 | 1.0293 | 0.0888 | 1.0293 | 1.0145 |
220
- | No log | 12.0714 | 338 | 0.9593 | 0.0406 | 0.9593 | 0.9795 |
221
- | No log | 12.1429 | 340 | 0.8874 | 0.1687 | 0.8874 | 0.9420 |
222
- | No log | 12.2143 | 342 | 0.8352 | 0.1761 | 0.8352 | 0.9139 |
223
- | No log | 12.2857 | 344 | 0.7984 | 0.0884 | 0.7984 | 0.8935 |
224
- | No log | 12.3571 | 346 | 0.8121 | 0.0260 | 0.8121 | 0.9012 |
225
- | No log | 12.4286 | 348 | 0.8166 | 0.0225 | 0.8166 | 0.9037 |
226
- | No log | 12.5 | 350 | 0.7923 | 0.0296 | 0.7923 | 0.8901 |
227
- | No log | 12.5714 | 352 | 0.7943 | 0.1835 | 0.7943 | 0.8912 |
228
- | No log | 12.6429 | 354 | 0.8138 | 0.1769 | 0.8138 | 0.9021 |
229
- | No log | 12.7143 | 356 | 0.9420 | -0.0030 | 0.9420 | 0.9706 |
230
- | No log | 12.7857 | 358 | 0.9872 | -0.0052 | 0.9872 | 0.9936 |
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- | No log | 12.8571 | 360 | 0.8874 | 0.0175 | 0.8874 | 0.9420 |
232
- | No log | 12.9286 | 362 | 0.8120 | 0.0303 | 0.8120 | 0.9011 |
233
- | No log | 13.0 | 364 | 0.7774 | 0.1304 | 0.7774 | 0.8817 |
234
- | No log | 13.0714 | 366 | 0.7793 | 0.0260 | 0.7793 | 0.8828 |
235
- | No log | 13.1429 | 368 | 0.7971 | 0.0296 | 0.7971 | 0.8928 |
236
- | No log | 13.2143 | 370 | 0.8472 | 0.0303 | 0.8472 | 0.9204 |
237
- | No log | 13.2857 | 372 | 0.8887 | 0.0303 | 0.8887 | 0.9427 |
238
- | No log | 13.3571 | 374 | 0.9323 | 0.0205 | 0.9323 | 0.9656 |
239
- | No log | 13.4286 | 376 | 1.0037 | 0.0084 | 1.0037 | 1.0018 |
240
- | No log | 13.5 | 378 | 0.9791 | 0.1094 | 0.9791 | 0.9895 |
241
- | No log | 13.5714 | 380 | 0.9785 | -0.0512 | 0.9785 | 0.9892 |
242
- | No log | 13.6429 | 382 | 0.9686 | -0.0032 | 0.9686 | 0.9841 |
243
- | No log | 13.7143 | 384 | 0.8987 | 0.1310 | 0.8987 | 0.9480 |
244
- | No log | 13.7857 | 386 | 0.9012 | 0.0709 | 0.9012 | 0.9493 |
245
- | No log | 13.8571 | 388 | 0.9505 | -0.0341 | 0.9505 | 0.9749 |
246
- | No log | 13.9286 | 390 | 0.9536 | -0.0341 | 0.9536 | 0.9765 |
247
- | No log | 14.0 | 392 | 0.8708 | 0.0323 | 0.8708 | 0.9332 |
248
- | No log | 14.0714 | 394 | 0.8793 | -0.0806 | 0.8793 | 0.9377 |
249
- | No log | 14.1429 | 396 | 0.8696 | -0.0054 | 0.8696 | 0.9325 |
250
- | No log | 14.2143 | 398 | 0.8646 | -0.0766 | 0.8646 | 0.9298 |
251
- | No log | 14.2857 | 400 | 0.8804 | -0.0778 | 0.8804 | 0.9383 |
252
- | No log | 14.3571 | 402 | 0.9399 | -0.0336 | 0.9399 | 0.9695 |
253
- | No log | 14.4286 | 404 | 0.9066 | -0.0316 | 0.9066 | 0.9522 |
254
- | No log | 14.5 | 406 | 0.8456 | 0.0357 | 0.8456 | 0.9196 |
255
- | No log | 14.5714 | 408 | 0.8692 | 0.0834 | 0.8692 | 0.9323 |
256
- | No log | 14.6429 | 410 | 0.8838 | 0.0236 | 0.8838 | 0.9401 |
257
- | No log | 14.7143 | 412 | 0.8637 | 0.0791 | 0.8637 | 0.9293 |
258
- | No log | 14.7857 | 414 | 0.8389 | 0.1815 | 0.8389 | 0.9159 |
259
- | No log | 14.8571 | 416 | 0.8300 | 0.1815 | 0.8300 | 0.9110 |
260
- | No log | 14.9286 | 418 | 0.8346 | 0.1856 | 0.8346 | 0.9136 |
261
- | No log | 15.0 | 420 | 0.8985 | -0.0767 | 0.8985 | 0.9479 |
262
- | No log | 15.0714 | 422 | 0.8718 | -0.0766 | 0.8718 | 0.9337 |
263
- | No log | 15.1429 | 424 | 0.8373 | 0.1815 | 0.8373 | 0.9150 |
264
- | No log | 15.2143 | 426 | 0.8346 | 0.0884 | 0.8346 | 0.9135 |
265
- | No log | 15.2857 | 428 | 0.8436 | 0.0776 | 0.8436 | 0.9185 |
266
- | No log | 15.3571 | 430 | 0.9418 | -0.0425 | 0.9418 | 0.9705 |
267
- | No log | 15.4286 | 432 | 1.0076 | -0.0073 | 1.0076 | 1.0038 |
268
- | No log | 15.5 | 434 | 0.9576 | -0.0359 | 0.9576 | 0.9786 |
269
- | No log | 15.5714 | 436 | 0.9471 | 0.0822 | 0.9471 | 0.9732 |
270
- | No log | 15.6429 | 438 | 0.9630 | 0.0110 | 0.9630 | 0.9813 |
271
- | No log | 15.7143 | 440 | 0.9874 | 0.1829 | 0.9874 | 0.9937 |
272
- | No log | 15.7857 | 442 | 1.0033 | 0.0452 | 1.0033 | 1.0016 |
273
- | No log | 15.8571 | 444 | 0.9532 | 0.0091 | 0.9532 | 0.9763 |
274
- | No log | 15.9286 | 446 | 0.9238 | -0.0767 | 0.9238 | 0.9611 |
275
- | No log | 16.0 | 448 | 0.8945 | -0.0755 | 0.8945 | 0.9458 |
276
- | No log | 16.0714 | 450 | 0.8467 | 0.0247 | 0.8467 | 0.9202 |
277
- | No log | 16.1429 | 452 | 0.8840 | -0.0743 | 0.8840 | 0.9402 |
278
- | No log | 16.2143 | 454 | 0.9460 | -0.0755 | 0.9460 | 0.9726 |
279
- | No log | 16.2857 | 456 | 0.9678 | 0.0378 | 0.9678 | 0.9838 |
280
- | No log | 16.3571 | 458 | 0.9606 | 0.0361 | 0.9606 | 0.9801 |
281
- | No log | 16.4286 | 460 | 0.9903 | 0.0875 | 0.9903 | 0.9952 |
282
- | No log | 16.5 | 462 | 1.0051 | 0.1575 | 1.0051 | 1.0026 |
283
- | No log | 16.5714 | 464 | 1.0356 | 0.0932 | 1.0356 | 1.0177 |
284
- | No log | 16.6429 | 466 | 1.0027 | 0.0960 | 1.0027 | 1.0014 |
285
- | No log | 16.7143 | 468 | 0.9286 | 0.0810 | 0.9286 | 0.9637 |
286
- | No log | 16.7857 | 470 | 0.8710 | 0.0562 | 0.8710 | 0.9333 |
287
- | No log | 16.8571 | 472 | 0.8872 | -0.0441 | 0.8872 | 0.9419 |
288
- | No log | 16.9286 | 474 | 0.8730 | -0.0441 | 0.8730 | 0.9343 |
289
- | No log | 17.0 | 476 | 0.8498 | -0.0425 | 0.8498 | 0.9219 |
290
- | No log | 17.0714 | 478 | 0.8643 | -0.0441 | 0.8643 | 0.9297 |
291
- | No log | 17.1429 | 480 | 0.8460 | -0.0008 | 0.8460 | 0.9198 |
292
- | No log | 17.2143 | 482 | 0.8079 | 0.0588 | 0.8079 | 0.8988 |
293
- | No log | 17.2857 | 484 | 0.7694 | 0.1318 | 0.7694 | 0.8771 |
294
- | No log | 17.3571 | 486 | 0.7761 | 0.1379 | 0.7761 | 0.8810 |
295
- | No log | 17.4286 | 488 | 0.8171 | 0.0191 | 0.8171 | 0.9040 |
296
- | No log | 17.5 | 490 | 0.8543 | -0.0316 | 0.8543 | 0.9243 |
297
- | No log | 17.5714 | 492 | 0.8294 | 0.1379 | 0.8294 | 0.9107 |
298
- | No log | 17.6429 | 494 | 0.8203 | 0.1778 | 0.8203 | 0.9057 |
299
- | No log | 17.7143 | 496 | 0.8388 | 0.1729 | 0.8388 | 0.9159 |
300
- | No log | 17.7857 | 498 | 0.8601 | 0.1729 | 0.8601 | 0.9274 |
301
- | 0.3787 | 17.8571 | 500 | 0.8526 | 0.1778 | 0.8526 | 0.9234 |
302
- | 0.3787 | 17.9286 | 502 | 0.8511 | 0.0863 | 0.8511 | 0.9226 |
303
- | 0.3787 | 18.0 | 504 | 0.8200 | 0.0863 | 0.8200 | 0.9056 |
304
- | 0.3787 | 18.0714 | 506 | 0.7995 | 0.0375 | 0.7995 | 0.8942 |
305
- | 0.3787 | 18.1429 | 508 | 0.8231 | 0.1333 | 0.8231 | 0.9072 |
306
- | 0.3787 | 18.2143 | 510 | 0.8461 | 0.1362 | 0.8461 | 0.9198 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k11_task3_organization
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
+ # ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k11_task3_organization
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.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.0975
19
+ - Qwk: -0.1246
20
+ - Mse: 1.0975
21
+ - Rmse: 1.0476
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0645 | 2 | 3.6127 | 0.0183 | 3.6127 | 1.9007 |
53
+ | No log | 0.1290 | 4 | 2.0410 | 0.0431 | 2.0410 | 1.4286 |
54
+ | No log | 0.1935 | 6 | 1.5048 | -0.0241 | 1.5048 | 1.2267 |
55
+ | No log | 0.2581 | 8 | 1.1919 | 0.0282 | 1.1919 | 1.0917 |
56
+ | No log | 0.3226 | 10 | 0.8281 | -0.2167 | 0.8281 | 0.9100 |
57
+ | No log | 0.3871 | 12 | 0.8849 | -0.0459 | 0.8849 | 0.9407 |
58
+ | No log | 0.4516 | 14 | 1.1748 | -0.0178 | 1.1748 | 1.0839 |
59
+ | No log | 0.5161 | 16 | 1.7601 | -0.0743 | 1.7601 | 1.3267 |
60
+ | No log | 0.5806 | 18 | 1.8014 | -0.0743 | 1.8014 | 1.3422 |
61
+ | No log | 0.6452 | 20 | 1.2788 | -0.0446 | 1.2788 | 1.1308 |
62
+ | No log | 0.7097 | 22 | 0.9766 | 0.0089 | 0.9766 | 0.9883 |
63
+ | No log | 0.7742 | 24 | 0.7768 | -0.0215 | 0.7768 | 0.8813 |
64
+ | No log | 0.8387 | 26 | 1.0236 | 0.0260 | 1.0236 | 1.0117 |
65
+ | No log | 0.9032 | 28 | 1.8304 | -0.0263 | 1.8304 | 1.3529 |
66
+ | No log | 0.9677 | 30 | 1.5121 | -0.0215 | 1.5121 | 1.2297 |
67
+ | No log | 1.0323 | 32 | 0.8341 | 0.1502 | 0.8341 | 0.9133 |
68
+ | No log | 1.0968 | 34 | 0.7456 | 0.0807 | 0.7456 | 0.8635 |
69
+ | No log | 1.1613 | 36 | 0.8103 | 0.0316 | 0.8103 | 0.9002 |
70
+ | No log | 1.2258 | 38 | 1.1054 | 0.0358 | 1.1054 | 1.0514 |
71
+ | No log | 1.2903 | 40 | 1.4066 | 0.0279 | 1.4066 | 1.1860 |
72
+ | No log | 1.3548 | 42 | 1.1434 | 0.0196 | 1.1434 | 1.0693 |
73
+ | No log | 1.4194 | 44 | 0.8618 | -0.1203 | 0.8618 | 0.9283 |
74
+ | No log | 1.4839 | 46 | 0.7913 | -0.0427 | 0.7913 | 0.8896 |
75
+ | No log | 1.5484 | 48 | 0.7787 | 0.0496 | 0.7787 | 0.8824 |
76
+ | No log | 1.6129 | 50 | 0.8869 | -0.1121 | 0.8869 | 0.9418 |
77
+ | No log | 1.6774 | 52 | 1.2379 | -0.0610 | 1.2379 | 1.1126 |
78
+ | No log | 1.7419 | 54 | 1.5237 | 0.0130 | 1.5237 | 1.2344 |
79
+ | No log | 1.8065 | 56 | 1.9291 | 0.0175 | 1.9291 | 1.3889 |
80
+ | No log | 1.8710 | 58 | 1.3203 | -0.0067 | 1.3203 | 1.1490 |
81
+ | No log | 1.9355 | 60 | 0.8098 | -0.1121 | 0.8098 | 0.8999 |
82
+ | No log | 2.0 | 62 | 0.8247 | -0.0385 | 0.8247 | 0.9081 |
83
+ | No log | 2.0645 | 64 | 0.8231 | -0.0237 | 0.8231 | 0.9072 |
84
+ | No log | 2.1290 | 66 | 0.7717 | 0.0732 | 0.7717 | 0.8785 |
85
+ | No log | 2.1935 | 68 | 1.0267 | 0.0107 | 1.0267 | 1.0133 |
86
+ | No log | 2.2581 | 70 | 1.6840 | 0.0901 | 1.6840 | 1.2977 |
87
+ | No log | 2.3226 | 72 | 1.8955 | 0.0619 | 1.8955 | 1.3768 |
88
+ | No log | 2.3871 | 74 | 1.1375 | 0.0336 | 1.1375 | 1.0665 |
89
+ | No log | 2.4516 | 76 | 0.8334 | 0.1724 | 0.8334 | 0.9129 |
90
+ | No log | 2.5161 | 78 | 0.8641 | 0.0770 | 0.8641 | 0.9296 |
91
+ | No log | 2.5806 | 80 | 0.7643 | -0.0473 | 0.7643 | 0.8742 |
92
+ | No log | 2.6452 | 82 | 0.7716 | 0.0956 | 0.7716 | 0.8784 |
93
+ | No log | 2.7097 | 84 | 1.5252 | 0.1432 | 1.5252 | 1.2350 |
94
+ | No log | 2.7742 | 86 | 1.7994 | 0.0168 | 1.7994 | 1.3414 |
95
+ | No log | 2.8387 | 88 | 1.5046 | 0.0130 | 1.5046 | 1.2266 |
96
+ | No log | 2.9032 | 90 | 1.1167 | -0.0291 | 1.1167 | 1.0568 |
97
+ | No log | 2.9677 | 92 | 1.0853 | 0.0045 | 1.0853 | 1.0418 |
98
+ | No log | 3.0323 | 94 | 1.0783 | 0.0045 | 1.0783 | 1.0384 |
99
+ | No log | 3.0968 | 96 | 1.0773 | 0.0065 | 1.0773 | 1.0379 |
100
+ | No log | 3.1613 | 98 | 0.8811 | -0.0076 | 0.8811 | 0.9387 |
101
+ | No log | 3.2258 | 100 | 0.7727 | -0.0108 | 0.7727 | 0.8790 |
102
+ | No log | 3.2903 | 102 | 0.8553 | 0.0134 | 0.8553 | 0.9248 |
103
+ | No log | 3.3548 | 104 | 0.9739 | 0.0605 | 0.9739 | 0.9869 |
104
+ | No log | 3.4194 | 106 | 1.0171 | 0.0249 | 1.0171 | 1.0085 |
105
+ | No log | 3.4839 | 108 | 1.0769 | -0.0066 | 1.0769 | 1.0378 |
106
+ | No log | 3.5484 | 110 | 1.3997 | 0.0279 | 1.3997 | 1.1831 |
107
+ | No log | 3.6129 | 112 | 1.5962 | -0.0330 | 1.5962 | 1.2634 |
108
+ | No log | 3.6774 | 114 | 1.1910 | 0.0448 | 1.1910 | 1.0913 |
109
+ | No log | 3.7419 | 116 | 1.1723 | 0.0799 | 1.1723 | 1.0827 |
110
+ | No log | 3.8065 | 118 | 1.1995 | 0.0741 | 1.1995 | 1.0952 |
111
+ | No log | 3.8710 | 120 | 1.2603 | 0.0707 | 1.2603 | 1.1226 |
112
+ | No log | 3.9355 | 122 | 0.9792 | -0.1444 | 0.9792 | 0.9895 |
113
+ | No log | 4.0 | 124 | 0.9183 | -0.2138 | 0.9183 | 0.9583 |
114
+ | No log | 4.0645 | 126 | 0.9083 | -0.0798 | 0.9083 | 0.9531 |
115
+ | No log | 4.1290 | 128 | 1.0443 | -0.0746 | 1.0443 | 1.0219 |
116
+ | No log | 4.1935 | 130 | 1.4139 | -0.1172 | 1.4139 | 1.1891 |
117
+ | No log | 4.2581 | 132 | 1.3395 | -0.0274 | 1.3395 | 1.1574 |
118
+ | No log | 4.3226 | 134 | 0.9325 | 0.0118 | 0.9325 | 0.9657 |
119
+ | No log | 4.3871 | 136 | 0.8525 | -0.0517 | 0.8525 | 0.9233 |
120
+ | No log | 4.4516 | 138 | 0.8707 | -0.0200 | 0.8707 | 0.9331 |
121
+ | No log | 4.5161 | 140 | 1.1391 | 0.0778 | 1.1391 | 1.0673 |
122
+ | No log | 4.5806 | 142 | 1.5130 | 0.0153 | 1.5130 | 1.2300 |
123
+ | No log | 4.6452 | 144 | 1.3119 | 0.0287 | 1.3119 | 1.1454 |
124
+ | No log | 4.7097 | 146 | 0.9904 | 0.0224 | 0.9904 | 0.9952 |
125
+ | No log | 4.7742 | 148 | 0.8171 | -0.0070 | 0.8171 | 0.9040 |
126
+ | No log | 4.8387 | 150 | 0.8212 | 0.0856 | 0.8212 | 0.9062 |
127
+ | No log | 4.9032 | 152 | 0.9358 | -0.0076 | 0.9358 | 0.9673 |
128
+ | No log | 4.9677 | 154 | 1.1182 | 0.0481 | 1.1182 | 1.0574 |
129
+ | No log | 5.0323 | 156 | 0.9408 | 0.0392 | 0.9408 | 0.9700 |
130
+ | No log | 5.0968 | 158 | 0.7875 | 0.1131 | 0.7875 | 0.8874 |
131
+ | No log | 5.1613 | 160 | 0.7852 | 0.1130 | 0.7852 | 0.8861 |
132
+ | No log | 5.2258 | 162 | 0.8438 | 0.2048 | 0.8438 | 0.9186 |
133
+ | No log | 5.2903 | 164 | 1.0743 | 0.1228 | 1.0743 | 1.0365 |
134
+ | No log | 5.3548 | 166 | 1.1039 | 0.1189 | 1.1039 | 1.0507 |
135
+ | No log | 5.4194 | 168 | 0.8254 | 0.1239 | 0.8254 | 0.9085 |
136
+ | No log | 5.4839 | 170 | 0.7786 | 0.0081 | 0.7786 | 0.8824 |
137
+ | No log | 5.5484 | 172 | 0.8092 | -0.1146 | 0.8092 | 0.8996 |
138
+ | No log | 5.6129 | 174 | 0.8005 | 0.0679 | 0.8005 | 0.8947 |
139
+ | No log | 5.6774 | 176 | 0.9018 | 0.1065 | 0.9018 | 0.9496 |
140
+ | No log | 5.7419 | 178 | 1.2352 | -0.0348 | 1.2352 | 1.1114 |
141
+ | No log | 5.8065 | 180 | 1.2191 | -0.0361 | 1.2191 | 1.1041 |
142
+ | No log | 5.8710 | 182 | 0.8414 | 0.1149 | 0.8414 | 0.9173 |
143
+ | No log | 5.9355 | 184 | 0.7744 | -0.1678 | 0.7744 | 0.8800 |
144
+ | No log | 6.0 | 186 | 0.8401 | -0.0040 | 0.8401 | 0.9166 |
145
+ | No log | 6.0645 | 188 | 0.7477 | -0.0322 | 0.7477 | 0.8647 |
146
+ | No log | 6.1290 | 190 | 0.7654 | 0.1440 | 0.7654 | 0.8749 |
147
+ | No log | 6.1935 | 192 | 1.4970 | 0.1330 | 1.4970 | 1.2235 |
148
+ | No log | 6.2581 | 194 | 1.9447 | 0.0242 | 1.9447 | 1.3945 |
149
+ | No log | 6.3226 | 196 | 1.6526 | 0.0434 | 1.6526 | 1.2855 |
150
+ | No log | 6.3871 | 198 | 1.0448 | 0.0915 | 1.0448 | 1.0222 |
151
+ | No log | 6.4516 | 200 | 0.7884 | 0.0200 | 0.7884 | 0.8879 |
152
+ | No log | 6.5161 | 202 | 0.7471 | 0.0764 | 0.7471 | 0.8644 |
153
+ | No log | 6.5806 | 204 | 0.7944 | 0.2070 | 0.7944 | 0.8913 |
154
+ | No log | 6.6452 | 206 | 1.1712 | 0.0104 | 1.1712 | 1.0822 |
155
+ | No log | 6.7097 | 208 | 1.3872 | -0.0647 | 1.3872 | 1.1778 |
156
+ | No log | 6.7742 | 210 | 1.1462 | -0.0597 | 1.1462 | 1.0706 |
157
+ | No log | 6.8387 | 212 | 0.7587 | 0.1286 | 0.7587 | 0.8710 |
158
+ | No log | 6.9032 | 214 | 0.7053 | 0.2315 | 0.7053 | 0.8398 |
159
+ | No log | 6.9677 | 216 | 0.7410 | 0.1047 | 0.7410 | 0.8608 |
160
+ | No log | 7.0323 | 218 | 0.9176 | 0.1825 | 0.9176 | 0.9579 |
161
+ | No log | 7.0968 | 220 | 0.9738 | 0.1825 | 0.9738 | 0.9868 |
162
+ | No log | 7.1613 | 222 | 0.8383 | 0.1239 | 0.8383 | 0.9156 |
163
+ | No log | 7.2258 | 224 | 0.7434 | 0.2358 | 0.7434 | 0.8622 |
164
+ | No log | 7.2903 | 226 | 0.7517 | 0.1336 | 0.7517 | 0.8670 |
165
+ | No log | 7.3548 | 228 | 0.8030 | 0.1193 | 0.8030 | 0.8961 |
166
+ | No log | 7.4194 | 230 | 0.9508 | 0.0200 | 0.9508 | 0.9751 |
167
+ | No log | 7.4839 | 232 | 0.9193 | 0.0250 | 0.9193 | 0.9588 |
168
+ | No log | 7.5484 | 234 | 0.9525 | -0.0157 | 0.9525 | 0.9760 |
169
+ | No log | 7.6129 | 236 | 1.0342 | -0.0899 | 1.0342 | 1.0170 |
170
+ | No log | 7.6774 | 238 | 1.0258 | -0.0551 | 1.0258 | 1.0128 |
171
+ | No log | 7.7419 | 240 | 0.8080 | 0.1149 | 0.8080 | 0.8989 |
172
+ | No log | 7.8065 | 242 | 0.7368 | 0.1659 | 0.7368 | 0.8584 |
173
+ | No log | 7.8710 | 244 | 0.7414 | 0.1304 | 0.7414 | 0.8611 |
174
+ | No log | 7.9355 | 246 | 0.7741 | 0.0783 | 0.7741 | 0.8798 |
175
+ | No log | 8.0 | 248 | 0.8896 | 0.0762 | 0.8896 | 0.9432 |
176
+ | No log | 8.0645 | 250 | 1.1999 | -0.0597 | 1.1999 | 1.0954 |
177
+ | No log | 8.1290 | 252 | 1.3903 | -0.0959 | 1.3903 | 1.1791 |
178
+ | No log | 8.1935 | 254 | 1.2196 | -0.0925 | 1.2196 | 1.1043 |
179
+ | No log | 8.2581 | 256 | 0.8410 | 0.0490 | 0.8410 | 0.9170 |
180
+ | No log | 8.3226 | 258 | 0.8315 | -0.1329 | 0.8315 | 0.9118 |
181
+ | No log | 8.3871 | 260 | 0.8764 | -0.1647 | 0.8764 | 0.9361 |
182
+ | No log | 8.4516 | 262 | 0.7840 | -0.0366 | 0.7840 | 0.8854 |
183
+ | No log | 8.5161 | 264 | 1.0334 | 0.0508 | 1.0334 | 1.0166 |
184
+ | No log | 8.5806 | 266 | 1.9377 | -0.0046 | 1.9377 | 1.3920 |
185
+ | No log | 8.6452 | 268 | 2.1811 | -0.0120 | 2.1811 | 1.4769 |
186
+ | No log | 8.7097 | 270 | 1.7844 | -0.0190 | 1.7844 | 1.3358 |
187
+ | No log | 8.7742 | 272 | 1.1139 | 0.0147 | 1.1139 | 1.0554 |
188
+ | No log | 8.8387 | 274 | 0.9395 | 0.0587 | 0.9395 | 0.9693 |
189
+ | No log | 8.9032 | 276 | 0.8154 | 0.1095 | 0.8154 | 0.9030 |
190
+ | No log | 8.9677 | 278 | 0.7681 | -0.0056 | 0.7681 | 0.8764 |
191
+ | No log | 9.0323 | 280 | 0.7737 | 0.0376 | 0.7737 | 0.8796 |
192
+ | No log | 9.0968 | 282 | 0.7818 | 0.0327 | 0.7818 | 0.8842 |
193
+ | No log | 9.1613 | 284 | 0.7956 | 0.0246 | 0.7956 | 0.8920 |
194
+ | No log | 9.2258 | 286 | 0.8442 | 0.0497 | 0.8442 | 0.9188 |
195
+ | No log | 9.2903 | 288 | 1.0212 | 0.0200 | 1.0212 | 1.0105 |
196
+ | No log | 9.3548 | 290 | 1.1304 | 0.0443 | 1.1304 | 1.0632 |
197
+ | No log | 9.4194 | 292 | 1.0972 | 0.0443 | 1.0972 | 1.0475 |
198
+ | No log | 9.4839 | 294 | 0.9889 | 0.0175 | 0.9889 | 0.9944 |
199
+ | No log | 9.5484 | 296 | 0.8190 | 0.0837 | 0.8190 | 0.9050 |
200
+ | No log | 9.6129 | 298 | 0.7854 | -0.0912 | 0.7854 | 0.8862 |
201
+ | No log | 9.6774 | 300 | 0.8057 | -0.0976 | 0.8057 | 0.8976 |
202
+ | No log | 9.7419 | 302 | 0.8960 | 0.0538 | 0.8960 | 0.9466 |
203
+ | No log | 9.8065 | 304 | 1.0693 | -0.1232 | 1.0693 | 1.0341 |
204
+ | No log | 9.8710 | 306 | 1.1229 | -0.0905 | 1.1229 | 1.0597 |
205
+ | No log | 9.9355 | 308 | 0.9882 | -0.0408 | 0.9882 | 0.9941 |
206
+ | No log | 10.0 | 310 | 0.8900 | 0.0791 | 0.8900 | 0.9434 |
207
+ | No log | 10.0645 | 312 | 0.8877 | 0.0465 | 0.8877 | 0.9422 |
208
+ | No log | 10.1290 | 314 | 0.9243 | -0.0271 | 0.9243 | 0.9614 |
209
+ | No log | 10.1935 | 316 | 1.0636 | -0.0862 | 1.0636 | 1.0313 |
210
+ | No log | 10.2581 | 318 | 1.1321 | -0.0905 | 1.1321 | 1.0640 |
211
+ | No log | 10.3226 | 320 | 1.0424 | -0.0486 | 1.0424 | 1.0210 |
212
+ | No log | 10.3871 | 322 | 0.9453 | 0.0041 | 0.9453 | 0.9722 |
213
+ | No log | 10.4516 | 324 | 0.9316 | 0.0424 | 0.9316 | 0.9652 |
214
+ | No log | 10.5161 | 326 | 1.0273 | -0.0138 | 1.0273 | 1.0135 |
215
+ | No log | 10.5806 | 328 | 1.2673 | -0.0629 | 1.2673 | 1.1257 |
216
+ | No log | 10.6452 | 330 | 1.2990 | -0.0353 | 1.2990 | 1.1397 |
217
+ | No log | 10.7097 | 332 | 1.0638 | -0.0539 | 1.0638 | 1.0314 |
218
+ | No log | 10.7742 | 334 | 0.9457 | -0.0138 | 0.9457 | 0.9725 |
219
+ | No log | 10.8387 | 336 | 0.9238 | 0.1239 | 0.9238 | 0.9611 |
220
+ | No log | 10.9032 | 338 | 0.8745 | -0.0132 | 0.8745 | 0.9351 |
221
+ | No log | 10.9677 | 340 | 0.8669 | -0.0462 | 0.8669 | 0.9311 |
222
+ | No log | 11.0323 | 342 | 0.8725 | -0.0462 | 0.8725 | 0.9341 |
223
+ | No log | 11.0968 | 344 | 0.8962 | 0.0741 | 0.8962 | 0.9467 |
224
+ | No log | 11.1613 | 346 | 0.9856 | 0.0250 | 0.9856 | 0.9927 |
225
+ | No log | 11.2258 | 348 | 1.0187 | -0.0513 | 1.0187 | 1.0093 |
226
+ | No log | 11.2903 | 350 | 0.9376 | 0.0651 | 0.9376 | 0.9683 |
227
+ | No log | 11.3548 | 352 | 0.8895 | 0.0684 | 0.8895 | 0.9432 |
228
+ | No log | 11.4194 | 354 | 0.8601 | 0.0684 | 0.8601 | 0.9274 |
229
+ | No log | 11.4839 | 356 | 0.8392 | 0.0871 | 0.8392 | 0.9161 |
230
+ | No log | 11.5484 | 358 | 0.8715 | 0.0304 | 0.8715 | 0.9335 |
231
+ | No log | 11.6129 | 360 | 0.8642 | -0.0097 | 0.8642 | 0.9296 |
232
+ | No log | 11.6774 | 362 | 0.8238 | 0.1800 | 0.8238 | 0.9076 |
233
+ | No log | 11.7419 | 364 | 0.8237 | 0.1475 | 0.8237 | 0.9076 |
234
+ | No log | 11.8065 | 366 | 0.8777 | 0.0684 | 0.8777 | 0.9369 |
235
+ | No log | 11.8710 | 368 | 0.9986 | -0.0157 | 0.9986 | 0.9993 |
236
+ | No log | 11.9355 | 370 | 0.9584 | -0.0138 | 0.9584 | 0.9790 |
237
+ | No log | 12.0 | 372 | 0.8808 | 0.0684 | 0.8808 | 0.9385 |
238
+ | No log | 12.0645 | 374 | 0.8076 | 0.1758 | 0.8076 | 0.8987 |
239
+ | No log | 12.1290 | 376 | 0.8211 | 0.1646 | 0.8211 | 0.9061 |
240
+ | No log | 12.1935 | 378 | 0.9441 | -0.0138 | 0.9441 | 0.9716 |
241
+ | No log | 12.2581 | 380 | 0.9433 | -0.0138 | 0.9433 | 0.9712 |
242
+ | No log | 12.3226 | 382 | 0.9140 | -0.0138 | 0.9140 | 0.9560 |
243
+ | No log | 12.3871 | 384 | 0.9188 | -0.0138 | 0.9188 | 0.9585 |
244
+ | No log | 12.4516 | 386 | 1.0220 | -0.0575 | 1.0220 | 1.0110 |
245
+ | No log | 12.5161 | 388 | 1.0598 | -0.1245 | 1.0598 | 1.0295 |
246
+ | No log | 12.5806 | 390 | 0.9323 | -0.0539 | 0.9323 | 0.9656 |
247
+ | No log | 12.6452 | 392 | 0.8725 | 0.0304 | 0.8725 | 0.9341 |
248
+ | No log | 12.7097 | 394 | 0.9472 | -0.0551 | 0.9472 | 0.9732 |
249
+ | No log | 12.7742 | 396 | 1.0039 | -0.0899 | 1.0039 | 1.0019 |
250
+ | No log | 12.8387 | 398 | 0.9761 | -0.0551 | 0.9761 | 0.9880 |
251
+ | No log | 12.9032 | 400 | 0.8966 | 0.0587 | 0.8966 | 0.9469 |
252
+ | No log | 12.9677 | 402 | 0.8158 | 0.1599 | 0.8158 | 0.9032 |
253
+ | No log | 13.0323 | 404 | 0.8290 | -0.2338 | 0.8290 | 0.9105 |
254
+ | No log | 13.0968 | 406 | 0.8378 | -0.1411 | 0.8378 | 0.9153 |
255
+ | No log | 13.1613 | 408 | 0.8867 | 0.0551 | 0.8867 | 0.9417 |
256
+ | No log | 13.2258 | 410 | 1.1302 | -0.0905 | 1.1302 | 1.0631 |
257
+ | No log | 13.2903 | 412 | 1.3570 | -0.0947 | 1.3570 | 1.1649 |
258
+ | No log | 13.3548 | 414 | 1.2674 | -0.1254 | 1.2674 | 1.1258 |
259
+ | No log | 13.4194 | 416 | 1.0452 | -0.0912 | 1.0452 | 1.0224 |
260
+ | No log | 13.4839 | 418 | 0.9109 | 0.1025 | 0.9109 | 0.9544 |
261
+ | No log | 13.5484 | 420 | 0.8774 | 0.1106 | 0.8774 | 0.9367 |
262
+ | No log | 13.6129 | 422 | 0.9069 | 0.0651 | 0.9069 | 0.9523 |
263
+ | No log | 13.6774 | 424 | 1.0431 | -0.0899 | 1.0431 | 1.0213 |
264
+ | No log | 13.7419 | 426 | 1.1266 | -0.1243 | 1.1266 | 1.0614 |
265
+ | No log | 13.8065 | 428 | 1.0826 | -0.0892 | 1.0826 | 1.0405 |
266
+ | No log | 13.8710 | 430 | 0.9214 | 0.0755 | 0.9214 | 0.9599 |
267
+ | No log | 13.9355 | 432 | 0.8576 | -0.0326 | 0.8576 | 0.9261 |
268
+ | No log | 14.0 | 434 | 0.8618 | -0.0024 | 0.8618 | 0.9283 |
269
+ | No log | 14.0645 | 436 | 0.9181 | 0.0769 | 0.9181 | 0.9582 |
270
+ | No log | 14.1290 | 438 | 0.9928 | 0.1065 | 0.9928 | 0.9964 |
271
+ | No log | 14.1935 | 440 | 1.0033 | 0.1025 | 1.0033 | 1.0016 |
272
+ | No log | 14.2581 | 442 | 0.9818 | 0.0277 | 0.9818 | 0.9909 |
273
+ | No log | 14.3226 | 444 | 0.9458 | 0.0684 | 0.9458 | 0.9725 |
274
+ | No log | 14.3871 | 446 | 0.9371 | 0.0651 | 0.9371 | 0.9681 |
275
+ | No log | 14.4516 | 448 | 0.9358 | -0.0138 | 0.9358 | 0.9674 |
276
+ | No log | 14.5161 | 450 | 0.9247 | -0.0526 | 0.9247 | 0.9616 |
277
+ | No log | 14.5806 | 452 | 0.8488 | 0.1593 | 0.8488 | 0.9213 |
278
+ | No log | 14.6452 | 454 | 0.8253 | 0.0956 | 0.8253 | 0.9084 |
279
+ | No log | 14.7097 | 456 | 0.8529 | 0.1593 | 0.8529 | 0.9235 |
280
+ | No log | 14.7742 | 458 | 1.0054 | -0.0899 | 1.0054 | 1.0027 |
281
+ | No log | 14.8387 | 460 | 1.2321 | 0.0130 | 1.2321 | 1.1100 |
282
+ | No log | 14.9032 | 462 | 1.3853 | 0.0031 | 1.3853 | 1.1770 |
283
+ | No log | 14.9677 | 464 | 1.2537 | -0.0145 | 1.2537 | 1.1197 |
284
+ | No log | 15.0323 | 466 | 1.0034 | -0.0885 | 1.0034 | 1.0017 |
285
+ | No log | 15.0968 | 468 | 0.8897 | 0.1105 | 0.8897 | 0.9432 |
286
+ | No log | 15.1613 | 470 | 0.9185 | 0.0277 | 0.9185 | 0.9584 |
287
+ | No log | 15.2258 | 472 | 0.9690 | -0.0526 | 0.9690 | 0.9844 |
288
+ | No log | 15.2903 | 474 | 0.9756 | -0.0885 | 0.9756 | 0.9877 |
289
+ | No log | 15.3548 | 476 | 0.9316 | -0.0138 | 0.9316 | 0.9652 |
290
+ | No log | 15.4194 | 478 | 0.9031 | 0.1149 | 0.9031 | 0.9503 |
291
+ | No log | 15.4839 | 480 | 0.9048 | 0.0333 | 0.9048 | 0.9512 |
292
+ | No log | 15.5484 | 482 | 0.9529 | -0.0513 | 0.9529 | 0.9762 |
293
+ | No log | 15.6129 | 484 | 0.9899 | -0.0877 | 0.9899 | 0.9950 |
294
+ | No log | 15.6774 | 486 | 0.9737 | -0.0500 | 0.9737 | 0.9868 |
295
+ | No log | 15.7419 | 488 | 0.9536 | -0.0486 | 0.9536 | 0.9765 |
296
+ | No log | 15.8065 | 490 | 0.9012 | 0.2054 | 0.9012 | 0.9493 |
297
+ | No log | 15.8710 | 492 | 0.8363 | 0.1001 | 0.8363 | 0.9145 |
298
+ | No log | 15.9355 | 494 | 0.8172 | 0.1001 | 0.8172 | 0.9040 |
299
+ | No log | 16.0 | 496 | 0.8342 | 0.1001 | 0.8342 | 0.9134 |
300
+ | No log | 16.0645 | 498 | 0.8814 | 0.1193 | 0.8814 | 0.9388 |
301
+ | 0.3098 | 16.1290 | 500 | 0.9759 | -0.0500 | 0.9759 | 0.9879 |
302
+ | 0.3098 | 16.1935 | 502 | 0.9435 | 0.0719 | 0.9435 | 0.9713 |
303
+ | 0.3098 | 16.2581 | 504 | 0.9250 | 0.1542 | 0.9250 | 0.9618 |
304
+ | 0.3098 | 16.3226 | 506 | 0.9600 | 0.1809 | 0.9600 | 0.9798 |
305
+ | 0.3098 | 16.3871 | 508 | 0.9024 | 0.1484 | 0.9024 | 0.9499 |
306
+ | 0.3098 | 16.4516 | 510 | 0.8220 | 0.0188 | 0.8220 | 0.9067 |
307
+ | 0.3098 | 16.5161 | 512 | 0.7862 | 0.0359 | 0.7862 | 0.8867 |
308
+ | 0.3098 | 16.5806 | 514 | 0.7537 | 0.0791 | 0.7537 | 0.8681 |
309
+ | 0.3098 | 16.6452 | 516 | 0.7212 | 0.0323 | 0.7212 | 0.8493 |
310
+ | 0.3098 | 16.7097 | 518 | 0.7349 | 0.2034 | 0.7349 | 0.8572 |
311
+ | 0.3098 | 16.7742 | 520 | 0.7999 | 0.1716 | 0.7999 | 0.8944 |
312
+ | 0.3098 | 16.8387 | 522 | 0.8206 | 0.1286 | 0.8206 | 0.9058 |
313
+ | 0.3098 | 16.9032 | 524 | 0.7911 | 0.0709 | 0.7911 | 0.8894 |
314
+ | 0.3098 | 16.9677 | 526 | 0.8265 | 0.0408 | 0.8265 | 0.9091 |
315
+ | 0.3098 | 17.0323 | 528 | 0.8467 | 0.0 | 0.8467 | 0.9202 |
316
+ | 0.3098 | 17.0968 | 530 | 0.8554 | 0.1423 | 0.8554 | 0.9249 |
317
+ | 0.3098 | 17.1613 | 532 | 0.9625 | 0.0362 | 0.9625 | 0.9811 |
318
+ | 0.3098 | 17.2258 | 534 | 0.9829 | -0.0076 | 0.9829 | 0.9914 |
319
+ | 0.3098 | 17.2903 | 536 | 0.9723 | 0.0277 | 0.9723 | 0.9861 |
320
+ | 0.3098 | 17.3548 | 538 | 0.9682 | 0.0250 | 0.9682 | 0.9840 |
321
+ | 0.3098 | 17.4194 | 540 | 0.8926 | 0.1542 | 0.8926 | 0.9448 |
322
+ | 0.3098 | 17.4839 | 542 | 0.9084 | 0.1542 | 0.9084 | 0.9531 |
323
+ | 0.3098 | 17.5484 | 544 | 0.8933 | 0.1542 | 0.8933 | 0.9452 |
324
+ | 0.3098 | 17.6129 | 546 | 0.8213 | 0.1003 | 0.8213 | 0.9063 |
325
+ | 0.3098 | 17.6774 | 548 | 0.8364 | -0.0517 | 0.8364 | 0.9146 |
326
+ | 0.3098 | 17.7419 | 550 | 0.8461 | -0.0533 | 0.8461 | 0.9198 |
327
+ | 0.3098 | 17.8065 | 552 | 0.9080 | 0.1862 | 0.9080 | 0.9529 |
328
+ | 0.3098 | 17.8710 | 554 | 1.0399 | 0.0881 | 1.0399 | 1.0197 |
329
+ | 0.3098 | 17.9355 | 556 | 1.1060 | -0.0557 | 1.1060 | 1.0517 |
330
+ | 0.3098 | 18.0 | 558 | 1.0695 | -0.0526 | 1.0695 | 1.0341 |
331
+ | 0.3098 | 18.0645 | 560 | 0.9505 | 0.1025 | 0.9505 | 0.9749 |
332
+ | 0.3098 | 18.1290 | 562 | 0.8637 | 0.1286 | 0.8637 | 0.9294 |
333
+ | 0.3098 | 18.1935 | 564 | 0.8616 | 0.1817 | 0.8616 | 0.9282 |
334
+ | 0.3098 | 18.2581 | 566 | 0.9803 | 0.0986 | 0.9803 | 0.9901 |
335
+ | 0.3098 | 18.3226 | 568 | 1.0636 | -0.0526 | 1.0636 | 1.0313 |
336
+ | 0.3098 | 18.3871 | 570 | 1.0435 | -0.0526 | 1.0435 | 1.0215 |
337
+ | 0.3098 | 18.4516 | 572 | 0.9923 | 0.0986 | 0.9923 | 0.9961 |
338
+ | 0.3098 | 18.5161 | 574 | 0.8948 | 0.0871 | 0.8948 | 0.9459 |
339
+ | 0.3098 | 18.5806 | 576 | 0.8299 | 0.1859 | 0.8299 | 0.9110 |
340
+ | 0.3098 | 18.6452 | 578 | 0.7925 | 0.1529 | 0.7925 | 0.8902 |
341
+ | 0.3098 | 18.7097 | 580 | 0.7851 | 0.1943 | 0.7851 | 0.8861 |
342
+ | 0.3098 | 18.7742 | 582 | 0.8061 | 0.1817 | 0.8061 | 0.8979 |
343
+ | 0.3098 | 18.8387 | 584 | 0.8552 | 0.1190 | 0.8552 | 0.9248 |
344
+ | 0.3098 | 18.9032 | 586 | 0.9171 | 0.1484 | 0.9171 | 0.9577 |
345
+ | 0.3098 | 18.9677 | 588 | 0.9327 | 0.1147 | 0.9327 | 0.9658 |
346
+ | 0.3098 | 19.0323 | 590 | 0.9133 | 0.2032 | 0.9133 | 0.9557 |
347
+ | 0.3098 | 19.0968 | 592 | 0.9178 | 0.1758 | 0.9178 | 0.9580 |
348
+ | 0.3098 | 19.1613 | 594 | 0.8968 | 0.1727 | 0.8968 | 0.9470 |
349
+ | 0.3098 | 19.2258 | 596 | 0.8584 | 0.1318 | 0.8584 | 0.9265 |
350
+ | 0.3098 | 19.2903 | 598 | 0.8452 | 0.1318 | 0.8452 | 0.9193 |
351
+ | 0.3098 | 19.3548 | 600 | 0.8833 | 0.1727 | 0.8833 | 0.9398 |
352
+ | 0.3098 | 19.4194 | 602 | 0.9765 | -0.0471 | 0.9765 | 0.9882 |
353
+ | 0.3098 | 19.4839 | 604 | 1.0810 | -0.1238 | 1.0810 | 1.0397 |
354
+ | 0.3098 | 19.5484 | 606 | 1.0831 | -0.1238 | 1.0831 | 1.0407 |
355
+ | 0.3098 | 19.6129 | 608 | 0.9775 | -0.0870 | 0.9775 | 0.9887 |
356
+ | 0.3098 | 19.6774 | 610 | 0.9304 | -0.0118 | 0.9304 | 0.9646 |
357
+ | 0.3098 | 19.7419 | 612 | 0.9089 | 0.1542 | 0.9089 | 0.9534 |
358
+ | 0.3098 | 19.8065 | 614 | 0.9231 | -0.0118 | 0.9231 | 0.9608 |
359
+ | 0.3098 | 19.8710 | 616 | 0.9663 | -0.0877 | 0.9663 | 0.9830 |
360
+ | 0.3098 | 19.9355 | 618 | 1.0580 | -0.1243 | 1.0580 | 1.0286 |
361
+ | 0.3098 | 20.0 | 620 | 1.1110 | -0.1248 | 1.1110 | 1.0540 |
362
+ | 0.3098 | 20.0645 | 622 | 1.1221 | -0.0953 | 1.1221 | 1.0593 |
363
+ | 0.3098 | 20.1290 | 624 | 1.0975 | -0.1246 | 1.0975 | 1.0476 |
364
 
365
 
366
  ### Framework versions