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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task1_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task1_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task1_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: 0.5750
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- - Qwk: 0.7815
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- - Mse: 0.5750
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- - Rmse: 0.7583
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  ## Model description
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@@ -49,265 +49,296 @@ 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 | 0.0303 | 2 | 6.8048 | 0.0239 | 6.8048 | 2.6086 |
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- | No log | 0.0606 | 4 | 4.3326 | 0.0779 | 4.3326 | 2.0815 |
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- | No log | 0.0909 | 6 | 3.2583 | -0.0235 | 3.2583 | 1.8051 |
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- | No log | 0.1212 | 8 | 2.3963 | 0.0588 | 2.3963 | 1.5480 |
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- | No log | 0.1515 | 10 | 2.3642 | 0.0323 | 2.3642 | 1.5376 |
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- | No log | 0.1818 | 12 | 2.2371 | 0.0168 | 2.2371 | 1.4957 |
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- | No log | 0.2121 | 14 | 1.6736 | 0.2037 | 1.6736 | 1.2937 |
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- | No log | 0.2424 | 16 | 2.5288 | 0.0544 | 2.5288 | 1.5902 |
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- | No log | 0.2727 | 18 | 3.3273 | 0.0588 | 3.3273 | 1.8241 |
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- | No log | 0.3030 | 20 | 2.8383 | 0.0497 | 2.8383 | 1.6847 |
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- | No log | 0.3333 | 22 | 1.9842 | 0.0945 | 1.9842 | 1.4086 |
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- | No log | 0.3636 | 24 | 1.4727 | 0.2385 | 1.4727 | 1.2135 |
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- | No log | 0.3939 | 26 | 1.4542 | 0.3091 | 1.4542 | 1.2059 |
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- | No log | 0.4242 | 28 | 1.5773 | 0.1869 | 1.5773 | 1.2559 |
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- | No log | 0.4545 | 30 | 1.9017 | 0.2435 | 1.9017 | 1.3790 |
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- | No log | 0.4848 | 32 | 2.3291 | -0.0141 | 2.3291 | 1.5261 |
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- | No log | 0.5152 | 34 | 2.7412 | 0.0 | 2.7412 | 1.6556 |
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- | No log | 0.5455 | 36 | 3.0232 | 0.0727 | 3.0232 | 1.7387 |
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- | No log | 0.5758 | 38 | 2.9944 | 0.0727 | 2.9944 | 1.7304 |
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- | No log | 0.6061 | 40 | 2.7726 | 0.0629 | 2.7726 | 1.6651 |
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- | No log | 0.6364 | 42 | 2.3466 | 0.1370 | 2.3466 | 1.5319 |
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- | No log | 0.6667 | 44 | 2.0539 | 0.2519 | 2.0539 | 1.4331 |
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- | No log | 0.6970 | 46 | 2.0418 | 0.2353 | 2.0418 | 1.4289 |
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- | No log | 0.7273 | 48 | 2.1151 | 0.2676 | 2.1151 | 1.4544 |
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- | No log | 0.7576 | 50 | 1.8982 | 0.3143 | 1.8982 | 1.3778 |
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- | No log | 0.7879 | 52 | 1.9557 | 0.3099 | 1.9557 | 1.3985 |
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- | No log | 0.8182 | 54 | 2.3719 | 0.2323 | 2.3719 | 1.5401 |
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- | No log | 0.8485 | 56 | 2.8996 | 0.2105 | 2.8996 | 1.7028 |
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- | No log | 0.8788 | 58 | 3.2513 | 0.1485 | 3.2513 | 1.8031 |
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- | No log | 0.9091 | 60 | 2.9194 | 0.2174 | 2.9194 | 1.7086 |
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- | No log | 0.9394 | 62 | 2.7612 | 0.2703 | 2.7612 | 1.6617 |
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- | No log | 0.9697 | 64 | 2.4625 | 0.2793 | 2.4625 | 1.5692 |
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- | No log | 1.0 | 66 | 2.1567 | 0.3699 | 2.1567 | 1.4686 |
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- | No log | 1.0303 | 68 | 1.5443 | 0.4615 | 1.5443 | 1.2427 |
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- | No log | 1.0606 | 70 | 1.3352 | 0.4122 | 1.3352 | 1.1555 |
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- | No log | 1.0909 | 72 | 1.2966 | 0.4889 | 1.2966 | 1.1387 |
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- | No log | 1.1212 | 74 | 1.3357 | 0.4928 | 1.3357 | 1.1557 |
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- | No log | 1.1515 | 76 | 1.2812 | 0.5362 | 1.2812 | 1.1319 |
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- | No log | 1.1818 | 78 | 1.0504 | 0.5414 | 1.0504 | 1.0249 |
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- | No log | 1.2121 | 80 | 0.9545 | 0.6232 | 0.9545 | 0.9770 |
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- | No log | 1.2424 | 82 | 1.0937 | 0.6065 | 1.0937 | 1.0458 |
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- | No log | 1.2727 | 84 | 1.6117 | 0.5217 | 1.6117 | 1.2695 |
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- | No log | 1.3030 | 86 | 1.4665 | 0.5652 | 1.4665 | 1.2110 |
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- | No log | 1.3333 | 88 | 0.9558 | 0.6541 | 0.9558 | 0.9777 |
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- | No log | 1.3636 | 90 | 0.8601 | 0.7355 | 0.8601 | 0.9274 |
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- | No log | 1.3939 | 92 | 0.8936 | 0.7342 | 0.8936 | 0.9453 |
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- | No log | 1.4242 | 94 | 0.9324 | 0.6710 | 0.9324 | 0.9656 |
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- | No log | 1.4545 | 96 | 0.9349 | 0.6710 | 0.9349 | 0.9669 |
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- | No log | 1.4848 | 98 | 0.9365 | 0.6143 | 0.9365 | 0.9678 |
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- | No log | 1.5152 | 100 | 0.9384 | 0.6143 | 0.9384 | 0.9687 |
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- | No log | 1.5455 | 102 | 0.9491 | 0.6225 | 0.9491 | 0.9742 |
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- | No log | 1.5758 | 104 | 1.1166 | 0.6456 | 1.1166 | 1.0567 |
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- | No log | 1.6061 | 106 | 1.6842 | 0.5528 | 1.6842 | 1.2978 |
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- | No log | 1.6364 | 108 | 1.6815 | 0.5528 | 1.6815 | 1.2967 |
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- | No log | 1.6667 | 110 | 1.3229 | 0.5889 | 1.3229 | 1.1502 |
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- | No log | 1.6970 | 112 | 1.1122 | 0.6289 | 1.1122 | 1.0546 |
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- | No log | 1.7273 | 114 | 0.8960 | 0.6405 | 0.8960 | 0.9466 |
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- | No log | 1.7576 | 116 | 0.7982 | 0.6897 | 0.7982 | 0.8934 |
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- | No log | 1.7879 | 118 | 0.8376 | 0.6483 | 0.8376 | 0.9152 |
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- | No log | 1.8182 | 120 | 1.1409 | 0.6104 | 1.1409 | 1.0681 |
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- | No log | 1.8485 | 122 | 1.2750 | 0.6199 | 1.2750 | 1.1292 |
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- | No log | 1.8788 | 124 | 1.0995 | 0.6456 | 1.0995 | 1.0486 |
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- | No log | 1.9091 | 126 | 1.0231 | 0.6914 | 1.0231 | 1.0115 |
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- | No log | 1.9394 | 128 | 0.8192 | 0.7284 | 0.8192 | 0.9051 |
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- | No log | 1.9697 | 130 | 0.8177 | 0.7485 | 0.8177 | 0.9043 |
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- | No log | 2.0 | 132 | 0.9070 | 0.7283 | 0.9070 | 0.9524 |
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- | No log | 2.0303 | 134 | 0.8725 | 0.7386 | 0.8725 | 0.9341 |
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- | No log | 2.0606 | 136 | 0.8981 | 0.7126 | 0.8981 | 0.9477 |
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- | No log | 2.0909 | 138 | 0.7954 | 0.7407 | 0.7954 | 0.8919 |
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- | No log | 2.1212 | 140 | 0.8536 | 0.7089 | 0.8536 | 0.9239 |
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- | No log | 2.1515 | 142 | 0.9976 | 0.6790 | 0.9976 | 0.9988 |
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- | No log | 2.1818 | 144 | 1.2551 | 0.6591 | 1.2551 | 1.1203 |
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- | No log | 2.2121 | 146 | 1.2064 | 0.6778 | 1.2064 | 1.0984 |
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- | No log | 2.2424 | 148 | 0.7530 | 0.7237 | 0.7530 | 0.8678 |
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- | No log | 2.2727 | 150 | 0.6756 | 0.7368 | 0.6756 | 0.8220 |
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- | No log | 2.3030 | 152 | 0.7321 | 0.7308 | 0.7321 | 0.8556 |
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- | No log | 2.3333 | 154 | 0.8242 | 0.7394 | 0.8242 | 0.9079 |
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- | No log | 2.3636 | 156 | 0.6986 | 0.7607 | 0.6986 | 0.8358 |
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- | No log | 2.3939 | 158 | 0.6359 | 0.7733 | 0.6359 | 0.7974 |
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- | No log | 2.4242 | 160 | 0.7112 | 0.7237 | 0.7112 | 0.8433 |
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- | No log | 2.4545 | 162 | 0.6614 | 0.7898 | 0.6614 | 0.8133 |
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- | No log | 2.4848 | 164 | 0.8504 | 0.7293 | 0.8504 | 0.9222 |
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- | No log | 2.5152 | 166 | 1.0075 | 0.6995 | 1.0075 | 1.0038 |
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- | No log | 2.5455 | 168 | 0.8820 | 0.6826 | 0.8820 | 0.9391 |
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- | No log | 2.5758 | 170 | 0.8461 | 0.7190 | 0.8461 | 0.9198 |
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- | No log | 2.6061 | 172 | 0.8629 | 0.7020 | 0.8629 | 0.9289 |
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- | No log | 2.6364 | 174 | 1.0784 | 0.6707 | 1.0784 | 1.0385 |
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- | No log | 2.6667 | 176 | 1.2121 | 0.6740 | 1.2121 | 1.1010 |
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- | No log | 2.6970 | 178 | 1.0610 | 0.6821 | 1.0610 | 1.0300 |
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- | No log | 2.7273 | 180 | 0.9010 | 0.7219 | 0.9010 | 0.9492 |
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- | No log | 2.7576 | 182 | 1.0027 | 0.6821 | 1.0027 | 1.0013 |
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- | No log | 2.7879 | 184 | 1.1098 | 0.6705 | 1.1098 | 1.0535 |
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- | No log | 2.8182 | 186 | 1.0315 | 0.6591 | 1.0315 | 1.0156 |
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- | No log | 2.8485 | 188 | 0.8681 | 0.6962 | 0.8681 | 0.9317 |
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- | No log | 2.8788 | 190 | 0.8561 | 0.7248 | 0.8561 | 0.9253 |
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- | No log | 2.9091 | 192 | 0.9197 | 0.6883 | 0.9197 | 0.9590 |
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- | No log | 2.9394 | 194 | 1.0324 | 0.6190 | 1.0324 | 1.0161 |
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- | No log | 2.9697 | 196 | 1.0266 | 0.6437 | 1.0266 | 1.0132 |
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- | No log | 3.0 | 198 | 0.8521 | 0.7125 | 0.8521 | 0.9231 |
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- | No log | 3.0303 | 200 | 0.7187 | 0.7361 | 0.7187 | 0.8478 |
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- | No log | 3.0606 | 202 | 0.7887 | 0.7183 | 0.7887 | 0.8881 |
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- | No log | 3.0909 | 204 | 0.7213 | 0.7092 | 0.7213 | 0.8493 |
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- | No log | 3.1212 | 206 | 0.6804 | 0.7517 | 0.6804 | 0.8249 |
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- | No log | 3.1515 | 208 | 0.9165 | 0.6893 | 0.9165 | 0.9573 |
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- | No log | 3.1818 | 210 | 1.1211 | 0.6358 | 1.1211 | 1.0588 |
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- | No log | 3.2121 | 212 | 1.0346 | 0.6629 | 1.0346 | 1.0172 |
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- | No log | 3.2424 | 214 | 0.8061 | 0.7531 | 0.8061 | 0.8978 |
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- | No log | 3.2727 | 216 | 0.7957 | 0.7413 | 0.7957 | 0.8920 |
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- | No log | 3.3030 | 218 | 0.9818 | 0.7111 | 0.9818 | 0.9908 |
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- | No log | 3.3333 | 220 | 0.9185 | 0.7111 | 0.9185 | 0.9584 |
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- | No log | 3.3636 | 222 | 0.7742 | 0.7273 | 0.7742 | 0.8799 |
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- | No log | 3.3939 | 224 | 0.8575 | 0.7097 | 0.8575 | 0.9260 |
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- | No log | 3.4242 | 226 | 1.1411 | 0.6061 | 1.1411 | 1.0682 |
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- | No log | 3.4545 | 228 | 1.2181 | 0.6061 | 1.2181 | 1.1037 |
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- | No log | 3.4848 | 230 | 1.0425 | 0.6145 | 1.0425 | 1.0210 |
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- | No log | 3.5152 | 232 | 0.8155 | 0.6800 | 0.8155 | 0.9030 |
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- | No log | 3.5455 | 234 | 0.6700 | 0.7133 | 0.6700 | 0.8185 |
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- | No log | 3.5758 | 236 | 0.6797 | 0.7552 | 0.6797 | 0.8244 |
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- | No log | 3.6061 | 238 | 0.6645 | 0.7448 | 0.6645 | 0.8152 |
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- | No log | 3.6364 | 240 | 0.6303 | 0.7310 | 0.6303 | 0.7939 |
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- | No log | 3.6667 | 242 | 0.6286 | 0.76 | 0.6286 | 0.7928 |
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- | No log | 3.6970 | 244 | 0.6348 | 0.7792 | 0.6348 | 0.7967 |
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- | No log | 3.7273 | 246 | 0.6446 | 0.7712 | 0.6446 | 0.8028 |
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- | No log | 3.7576 | 248 | 0.6991 | 0.8050 | 0.6991 | 0.8361 |
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- | No log | 3.7879 | 250 | 0.7934 | 0.7262 | 0.7934 | 0.8907 |
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- | No log | 3.8182 | 252 | 0.7748 | 0.7515 | 0.7748 | 0.8802 |
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- | No log | 3.8485 | 254 | 0.7417 | 0.7712 | 0.7417 | 0.8612 |
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- | No log | 3.8788 | 256 | 0.7236 | 0.7712 | 0.7236 | 0.8507 |
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- | No log | 3.9091 | 258 | 0.6980 | 0.7975 | 0.6980 | 0.8355 |
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- | No log | 3.9394 | 260 | 0.6697 | 0.7975 | 0.6697 | 0.8184 |
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- | No log | 3.9697 | 262 | 0.6497 | 0.7949 | 0.6497 | 0.8060 |
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- | No log | 4.0 | 264 | 0.6449 | 0.7871 | 0.6449 | 0.8030 |
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- | No log | 4.0303 | 266 | 0.6572 | 0.8284 | 0.6572 | 0.8107 |
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- | No log | 4.0606 | 268 | 0.8805 | 0.7143 | 0.8805 | 0.9384 |
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- | No log | 4.0909 | 270 | 1.1404 | 0.6947 | 1.1404 | 1.0679 |
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- | No log | 4.1212 | 272 | 1.0995 | 0.6774 | 1.0995 | 1.0486 |
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- | No log | 4.1515 | 274 | 0.8756 | 0.7079 | 0.8756 | 0.9357 |
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- | No log | 4.1818 | 276 | 0.7334 | 0.8121 | 0.7334 | 0.8564 |
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- | No log | 4.2121 | 278 | 0.7583 | 0.7564 | 0.7583 | 0.8708 |
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- | No log | 4.2424 | 280 | 0.8075 | 0.7190 | 0.8075 | 0.8986 |
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- | No log | 4.2727 | 282 | 0.9641 | 0.6623 | 0.9641 | 0.9819 |
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- | No log | 4.3030 | 284 | 1.1215 | 0.5479 | 1.1215 | 1.0590 |
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- | No log | 4.3333 | 286 | 1.0705 | 0.6267 | 1.0705 | 1.0346 |
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- | No log | 4.3636 | 288 | 0.9364 | 0.6883 | 0.9364 | 0.9677 |
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- | No log | 4.3939 | 290 | 0.7510 | 0.7595 | 0.7510 | 0.8666 |
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- | No log | 4.4242 | 292 | 0.6556 | 0.775 | 0.6556 | 0.8097 |
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- | No log | 4.4545 | 294 | 0.6419 | 0.7821 | 0.6419 | 0.8012 |
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- | No log | 4.4848 | 296 | 0.6494 | 0.775 | 0.6494 | 0.8058 |
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- | No log | 4.5152 | 298 | 0.7548 | 0.7665 | 0.7548 | 0.8688 |
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- | No log | 4.5455 | 300 | 1.1197 | 0.6474 | 1.1197 | 1.0581 |
202
- | No log | 4.5758 | 302 | 1.3629 | 0.5889 | 1.3629 | 1.1674 |
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- | No log | 4.6061 | 304 | 1.3104 | 0.6180 | 1.3104 | 1.1447 |
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- | No log | 4.6364 | 306 | 1.0263 | 0.6506 | 1.0263 | 1.0130 |
205
- | No log | 4.6667 | 308 | 0.7658 | 0.7665 | 0.7658 | 0.8751 |
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- | No log | 4.6970 | 310 | 0.6923 | 0.7771 | 0.6923 | 0.8320 |
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- | No log | 4.7273 | 312 | 0.6879 | 0.7742 | 0.6879 | 0.8294 |
208
- | No log | 4.7576 | 314 | 0.7061 | 0.7662 | 0.7061 | 0.8403 |
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- | No log | 4.7879 | 316 | 0.7088 | 0.7662 | 0.7088 | 0.8419 |
210
- | No log | 4.8182 | 318 | 0.6860 | 0.7702 | 0.6860 | 0.8282 |
211
- | No log | 4.8485 | 320 | 0.7049 | 0.7625 | 0.7049 | 0.8396 |
212
- | No log | 4.8788 | 322 | 0.6542 | 0.7673 | 0.6542 | 0.8088 |
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- | No log | 4.9091 | 324 | 0.6280 | 0.7662 | 0.6280 | 0.7925 |
214
- | No log | 4.9394 | 326 | 0.6326 | 0.7632 | 0.6326 | 0.7954 |
215
- | No log | 4.9697 | 328 | 0.6191 | 0.7682 | 0.6191 | 0.7868 |
216
- | No log | 5.0 | 330 | 0.6230 | 0.7950 | 0.6230 | 0.7893 |
217
- | No log | 5.0303 | 332 | 0.7428 | 0.7614 | 0.7428 | 0.8619 |
218
- | No log | 5.0606 | 334 | 0.8553 | 0.7444 | 0.8553 | 0.9248 |
219
- | No log | 5.0909 | 336 | 0.7473 | 0.7486 | 0.7473 | 0.8645 |
220
- | No log | 5.1212 | 338 | 0.6517 | 0.7791 | 0.6517 | 0.8073 |
221
- | No log | 5.1515 | 340 | 0.5965 | 0.7879 | 0.5965 | 0.7723 |
222
- | No log | 5.1818 | 342 | 0.6064 | 0.7901 | 0.6064 | 0.7787 |
223
- | No log | 5.2121 | 344 | 0.6370 | 0.7607 | 0.6370 | 0.7981 |
224
- | No log | 5.2424 | 346 | 0.7142 | 0.7738 | 0.7142 | 0.8451 |
225
- | No log | 5.2727 | 348 | 0.6849 | 0.7636 | 0.6849 | 0.8276 |
226
- | No log | 5.3030 | 350 | 0.6101 | 0.7879 | 0.6101 | 0.7811 |
227
- | No log | 5.3333 | 352 | 0.6090 | 0.7879 | 0.6090 | 0.7804 |
228
- | No log | 5.3636 | 354 | 0.6593 | 0.7816 | 0.6593 | 0.8120 |
229
- | No log | 5.3939 | 356 | 0.6485 | 0.7907 | 0.6485 | 0.8053 |
230
- | No log | 5.4242 | 358 | 0.6079 | 0.8047 | 0.6079 | 0.7797 |
231
- | No log | 5.4545 | 360 | 0.5715 | 0.7925 | 0.5715 | 0.7560 |
232
- | No log | 5.4848 | 362 | 0.5649 | 0.7901 | 0.5649 | 0.7516 |
233
- | No log | 5.5152 | 364 | 0.5953 | 0.7976 | 0.5953 | 0.7716 |
234
- | No log | 5.5455 | 366 | 0.6248 | 0.7931 | 0.6248 | 0.7904 |
235
- | No log | 5.5758 | 368 | 0.6083 | 0.7882 | 0.6083 | 0.7800 |
236
- | No log | 5.6061 | 370 | 0.5691 | 0.7843 | 0.5691 | 0.7544 |
237
- | No log | 5.6364 | 372 | 0.5633 | 0.8052 | 0.5633 | 0.7505 |
238
- | No log | 5.6667 | 374 | 0.5628 | 0.8 | 0.5628 | 0.7502 |
239
- | No log | 5.6970 | 376 | 0.5895 | 0.7953 | 0.5895 | 0.7678 |
240
- | No log | 5.7273 | 378 | 0.6438 | 0.7861 | 0.6438 | 0.8024 |
241
- | No log | 5.7576 | 380 | 0.7377 | 0.7556 | 0.7377 | 0.8589 |
242
- | No log | 5.7879 | 382 | 0.7724 | 0.7717 | 0.7724 | 0.8788 |
243
- | No log | 5.8182 | 384 | 0.8010 | 0.7650 | 0.8010 | 0.8950 |
244
- | No log | 5.8485 | 386 | 0.8682 | 0.7403 | 0.8682 | 0.9318 |
245
- | No log | 5.8788 | 388 | 0.8724 | 0.7403 | 0.8724 | 0.9340 |
246
- | No log | 5.9091 | 390 | 0.7580 | 0.7368 | 0.7580 | 0.8706 |
247
- | No log | 5.9394 | 392 | 0.6957 | 0.7746 | 0.6957 | 0.8341 |
248
- | No log | 5.9697 | 394 | 0.6585 | 0.8047 | 0.6585 | 0.8115 |
249
- | No log | 6.0 | 396 | 0.6907 | 0.8047 | 0.6907 | 0.8311 |
250
- | No log | 6.0303 | 398 | 0.7823 | 0.7294 | 0.7823 | 0.8845 |
251
- | No log | 6.0606 | 400 | 0.9415 | 0.7151 | 0.9415 | 0.9703 |
252
- | No log | 6.0909 | 402 | 1.0059 | 0.7302 | 1.0059 | 1.0029 |
253
- | No log | 6.1212 | 404 | 0.8967 | 0.7322 | 0.8967 | 0.9469 |
254
- | No log | 6.1515 | 406 | 0.7387 | 0.7746 | 0.7387 | 0.8595 |
255
- | No log | 6.1818 | 408 | 0.6740 | 0.7861 | 0.6740 | 0.8209 |
256
- | No log | 6.2121 | 410 | 0.6745 | 0.8075 | 0.6745 | 0.8213 |
257
- | No log | 6.2424 | 412 | 0.6784 | 0.7791 | 0.6784 | 0.8236 |
258
- | No log | 6.2727 | 414 | 0.6671 | 0.7746 | 0.6671 | 0.8168 |
259
- | No log | 6.3030 | 416 | 0.6028 | 0.8095 | 0.6028 | 0.7764 |
260
- | No log | 6.3333 | 418 | 0.5820 | 0.8193 | 0.5820 | 0.7629 |
261
- | No log | 6.3636 | 420 | 0.5990 | 0.8095 | 0.5990 | 0.7740 |
262
- | No log | 6.3939 | 422 | 0.7051 | 0.7865 | 0.7051 | 0.8397 |
263
- | No log | 6.4242 | 424 | 0.7788 | 0.7778 | 0.7788 | 0.8825 |
264
- | No log | 6.4545 | 426 | 0.7237 | 0.7865 | 0.7237 | 0.8507 |
265
- | No log | 6.4848 | 428 | 0.6743 | 0.8095 | 0.6743 | 0.8212 |
266
- | No log | 6.5152 | 430 | 0.6465 | 0.7826 | 0.6465 | 0.8041 |
267
- | No log | 6.5455 | 432 | 0.6485 | 0.7771 | 0.6485 | 0.8053 |
268
- | No log | 6.5758 | 434 | 0.6513 | 0.7925 | 0.6513 | 0.8070 |
269
- | No log | 6.6061 | 436 | 0.7047 | 0.8024 | 0.7047 | 0.8394 |
270
- | No log | 6.6364 | 438 | 0.7489 | 0.7614 | 0.7489 | 0.8654 |
271
- | No log | 6.6667 | 440 | 0.8218 | 0.7650 | 0.8218 | 0.9065 |
272
- | No log | 6.6970 | 442 | 0.8192 | 0.7513 | 0.8192 | 0.9051 |
273
- | No log | 6.7273 | 444 | 0.9179 | 0.7263 | 0.9179 | 0.9580 |
274
- | No log | 6.7576 | 446 | 0.8854 | 0.7322 | 0.8854 | 0.9409 |
275
- | No log | 6.7879 | 448 | 0.8396 | 0.7471 | 0.8396 | 0.9163 |
276
- | No log | 6.8182 | 450 | 0.6788 | 0.7882 | 0.6788 | 0.8239 |
277
- | No log | 6.8485 | 452 | 0.6003 | 0.7821 | 0.6003 | 0.7748 |
278
- | No log | 6.8788 | 454 | 0.5884 | 0.7821 | 0.5884 | 0.7670 |
279
- | No log | 6.9091 | 456 | 0.5964 | 0.8193 | 0.5964 | 0.7723 |
280
- | No log | 6.9394 | 458 | 0.6789 | 0.7701 | 0.6789 | 0.8240 |
281
- | No log | 6.9697 | 460 | 0.8128 | 0.7528 | 0.8128 | 0.9016 |
282
- | No log | 7.0 | 462 | 0.9492 | 0.6893 | 0.9492 | 0.9743 |
283
- | No log | 7.0303 | 464 | 0.9221 | 0.7209 | 0.9221 | 0.9603 |
284
- | No log | 7.0606 | 466 | 0.7858 | 0.7381 | 0.7858 | 0.8864 |
285
- | No log | 7.0909 | 468 | 0.6554 | 0.8049 | 0.6554 | 0.8096 |
286
- | No log | 7.1212 | 470 | 0.6245 | 0.7483 | 0.6245 | 0.7902 |
287
- | No log | 7.1515 | 472 | 0.6277 | 0.76 | 0.6277 | 0.7923 |
288
- | No log | 7.1818 | 474 | 0.6244 | 0.7712 | 0.6244 | 0.7902 |
289
- | No log | 7.2121 | 476 | 0.6503 | 0.7730 | 0.6503 | 0.8064 |
290
- | No log | 7.2424 | 478 | 0.7298 | 0.7647 | 0.7298 | 0.8543 |
291
- | No log | 7.2727 | 480 | 0.7633 | 0.7574 | 0.7633 | 0.8736 |
292
- | No log | 7.3030 | 482 | 0.7093 | 0.7647 | 0.7093 | 0.8422 |
293
- | No log | 7.3333 | 484 | 0.6392 | 0.7613 | 0.6392 | 0.7995 |
294
- | No log | 7.3636 | 486 | 0.6268 | 0.7517 | 0.6268 | 0.7917 |
295
- | No log | 7.3939 | 488 | 0.6351 | 0.7172 | 0.6351 | 0.7969 |
296
- | No log | 7.4242 | 490 | 0.6004 | 0.76 | 0.6004 | 0.7748 |
297
- | No log | 7.4545 | 492 | 0.6290 | 0.8046 | 0.6290 | 0.7931 |
298
- | No log | 7.4848 | 494 | 0.7432 | 0.7416 | 0.7432 | 0.8621 |
299
- | No log | 7.5152 | 496 | 0.7882 | 0.7403 | 0.7882 | 0.8878 |
300
- | No log | 7.5455 | 498 | 0.7699 | 0.7345 | 0.7699 | 0.8774 |
301
- | 0.4203 | 7.5758 | 500 | 0.7020 | 0.7907 | 0.7020 | 0.8378 |
302
- | 0.4203 | 7.6061 | 502 | 0.6615 | 0.7826 | 0.6615 | 0.8133 |
303
- | 0.4203 | 7.6364 | 504 | 0.6598 | 0.7805 | 0.6598 | 0.8123 |
304
- | 0.4203 | 7.6667 | 506 | 0.6857 | 0.7811 | 0.6857 | 0.8281 |
305
- | 0.4203 | 7.6970 | 508 | 0.6784 | 0.8 | 0.6784 | 0.8236 |
306
- | 0.4203 | 7.7273 | 510 | 0.6321 | 0.7882 | 0.6321 | 0.7950 |
307
- | 0.4203 | 7.7576 | 512 | 0.5820 | 0.7879 | 0.5820 | 0.7629 |
308
- | 0.4203 | 7.7879 | 514 | 0.5746 | 0.7815 | 0.5746 | 0.7580 |
309
- | 0.4203 | 7.8182 | 516 | 0.5887 | 0.7619 | 0.5887 | 0.7673 |
310
- | 0.4203 | 7.8485 | 518 | 0.5750 | 0.7815 | 0.5750 | 0.7583 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
311
 
312
 
313
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task1_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task1_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: 0.7562
19
+ - Qwk: 0.7
20
+ - Mse: 0.7562
21
+ - Rmse: 0.8696
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0286 | 2 | 6.9464 | 0.0176 | 6.9464 | 2.6356 |
53
+ | No log | 0.0571 | 4 | 4.7143 | 0.0735 | 4.7143 | 2.1712 |
54
+ | No log | 0.0857 | 6 | 3.5718 | 0.0 | 3.5718 | 1.8899 |
55
+ | No log | 0.1143 | 8 | 3.5853 | -0.0104 | 3.5853 | 1.8935 |
56
+ | No log | 0.1429 | 10 | 2.5543 | 0.0147 | 2.5543 | 1.5982 |
57
+ | No log | 0.1714 | 12 | 1.8319 | 0.2655 | 1.8319 | 1.3535 |
58
+ | No log | 0.2 | 14 | 1.8718 | 0.2037 | 1.8718 | 1.3681 |
59
+ | No log | 0.2286 | 16 | 1.7988 | 0.1887 | 1.7988 | 1.3412 |
60
+ | No log | 0.2571 | 18 | 1.9845 | 0.1880 | 1.9845 | 1.4087 |
61
+ | No log | 0.2857 | 20 | 2.2135 | 0.0923 | 2.2135 | 1.4878 |
62
+ | No log | 0.3143 | 22 | 2.8884 | 0.0258 | 2.8884 | 1.6995 |
63
+ | No log | 0.3429 | 24 | 3.8149 | 0.0287 | 3.8149 | 1.9532 |
64
+ | No log | 0.3714 | 26 | 3.5540 | 0.1143 | 3.5540 | 1.8852 |
65
+ | No log | 0.4 | 28 | 3.6953 | 0.1096 | 3.6953 | 1.9223 |
66
+ | No log | 0.4286 | 30 | 3.7935 | 0.0625 | 3.7935 | 1.9477 |
67
+ | No log | 0.4571 | 32 | 3.0565 | 0.1657 | 3.0565 | 1.7483 |
68
+ | No log | 0.4857 | 34 | 2.1757 | 0.2416 | 2.1757 | 1.4750 |
69
+ | No log | 0.5143 | 36 | 1.8412 | 0.2647 | 1.8412 | 1.3569 |
70
+ | No log | 0.5429 | 38 | 1.5849 | 0.2969 | 1.5849 | 1.2589 |
71
+ | No log | 0.5714 | 40 | 1.6420 | 0.3143 | 1.6420 | 1.2814 |
72
+ | No log | 0.6 | 42 | 1.9839 | 0.3356 | 1.9839 | 1.4085 |
73
+ | No log | 0.6286 | 44 | 2.4413 | 0.1687 | 2.4413 | 1.5625 |
74
+ | No log | 0.6571 | 46 | 2.4002 | 0.1893 | 2.4002 | 1.5493 |
75
+ | No log | 0.6857 | 48 | 1.7933 | 0.4161 | 1.7933 | 1.3392 |
76
+ | No log | 0.7143 | 50 | 1.2760 | 0.5075 | 1.2760 | 1.1296 |
77
+ | No log | 0.7429 | 52 | 1.1904 | 0.5649 | 1.1904 | 1.0910 |
78
+ | No log | 0.7714 | 54 | 1.3012 | 0.4848 | 1.3012 | 1.1407 |
79
+ | No log | 0.8 | 56 | 1.7278 | 0.4133 | 1.7278 | 1.3144 |
80
+ | No log | 0.8286 | 58 | 1.9667 | 0.3484 | 1.9667 | 1.4024 |
81
+ | No log | 0.8571 | 60 | 1.7595 | 0.3733 | 1.7595 | 1.3265 |
82
+ | No log | 0.8857 | 62 | 1.4079 | 0.4225 | 1.4079 | 1.1865 |
83
+ | No log | 0.9143 | 64 | 1.3175 | 0.4748 | 1.3175 | 1.1478 |
84
+ | No log | 0.9429 | 66 | 1.2932 | 0.5333 | 1.2932 | 1.1372 |
85
+ | No log | 0.9714 | 68 | 1.3365 | 0.4965 | 1.3365 | 1.1561 |
86
+ | No log | 1.0 | 70 | 1.3931 | 0.5 | 1.3931 | 1.1803 |
87
+ | No log | 1.0286 | 72 | 1.2367 | 0.5793 | 1.2367 | 1.1120 |
88
+ | No log | 1.0571 | 74 | 1.2205 | 0.5714 | 1.2205 | 1.1048 |
89
+ | No log | 1.0857 | 76 | 1.4107 | 0.5399 | 1.4107 | 1.1877 |
90
+ | No log | 1.1143 | 78 | 1.2933 | 0.5679 | 1.2933 | 1.1372 |
91
+ | No log | 1.1429 | 80 | 1.1917 | 0.5 | 1.1917 | 1.0917 |
92
+ | No log | 1.1714 | 82 | 1.2596 | 0.5241 | 1.2596 | 1.1223 |
93
+ | No log | 1.2 | 84 | 1.3279 | 0.5333 | 1.3279 | 1.1523 |
94
+ | No log | 1.2286 | 86 | 1.6482 | 0.5060 | 1.6482 | 1.2838 |
95
+ | No log | 1.2571 | 88 | 2.1020 | 0.3455 | 2.1020 | 1.4498 |
96
+ | No log | 1.2857 | 90 | 2.2027 | 0.3505 | 2.2027 | 1.4842 |
97
+ | No log | 1.3143 | 92 | 1.9225 | 0.3860 | 1.9225 | 1.3865 |
98
+ | No log | 1.3429 | 94 | 1.4667 | 0.5175 | 1.4667 | 1.2111 |
99
+ | No log | 1.3714 | 96 | 1.2821 | 0.4355 | 1.2821 | 1.1323 |
100
+ | No log | 1.4 | 98 | 1.2495 | 0.512 | 1.2495 | 1.1178 |
101
+ | No log | 1.4286 | 100 | 1.1542 | 0.5238 | 1.1542 | 1.0743 |
102
+ | No log | 1.4571 | 102 | 1.1721 | 0.5942 | 1.1721 | 1.0826 |
103
+ | No log | 1.4857 | 104 | 1.3017 | 0.5417 | 1.3017 | 1.1409 |
104
+ | No log | 1.5143 | 106 | 1.2649 | 0.5298 | 1.2649 | 1.1247 |
105
+ | No log | 1.5429 | 108 | 1.0557 | 0.5753 | 1.0557 | 1.0275 |
106
+ | No log | 1.5714 | 110 | 0.9854 | 0.6438 | 0.9854 | 0.9927 |
107
+ | No log | 1.6 | 112 | 0.9816 | 0.6438 | 0.9816 | 0.9907 |
108
+ | No log | 1.6286 | 114 | 1.0243 | 0.6104 | 1.0243 | 1.0121 |
109
+ | No log | 1.6571 | 116 | 1.2458 | 0.5749 | 1.2458 | 1.1162 |
110
+ | No log | 1.6857 | 118 | 1.3709 | 0.5683 | 1.3709 | 1.1709 |
111
+ | No log | 1.7143 | 120 | 1.1874 | 0.6364 | 1.1874 | 1.0897 |
112
+ | No log | 1.7429 | 122 | 0.9551 | 0.6709 | 0.9551 | 0.9773 |
113
+ | No log | 1.7714 | 124 | 1.1196 | 0.6056 | 1.1196 | 1.0581 |
114
+ | No log | 1.8 | 126 | 1.1781 | 0.5362 | 1.1781 | 1.0854 |
115
+ | No log | 1.8286 | 128 | 1.0238 | 0.6621 | 1.0238 | 1.0118 |
116
+ | No log | 1.8571 | 130 | 0.9918 | 0.6575 | 0.9918 | 0.9959 |
117
+ | No log | 1.8857 | 132 | 1.3315 | 0.5783 | 1.3315 | 1.1539 |
118
+ | No log | 1.9143 | 134 | 1.5109 | 0.5556 | 1.5109 | 1.2292 |
119
+ | No log | 1.9429 | 136 | 1.4110 | 0.5106 | 1.4110 | 1.1879 |
120
+ | No log | 1.9714 | 138 | 1.1416 | 0.5468 | 1.1416 | 1.0684 |
121
+ | No log | 2.0 | 140 | 1.0308 | 0.5899 | 1.0308 | 1.0153 |
122
+ | No log | 2.0286 | 142 | 0.9228 | 0.6143 | 0.9228 | 0.9606 |
123
+ | No log | 2.0571 | 144 | 0.8597 | 0.6853 | 0.8597 | 0.9272 |
124
+ | No log | 2.0857 | 146 | 0.8359 | 0.6939 | 0.8359 | 0.9143 |
125
+ | No log | 2.1143 | 148 | 0.8297 | 0.7067 | 0.8297 | 0.9109 |
126
+ | No log | 2.1429 | 150 | 0.8794 | 0.7215 | 0.8794 | 0.9378 |
127
+ | No log | 2.1714 | 152 | 0.8922 | 0.7006 | 0.8922 | 0.9445 |
128
+ | No log | 2.2 | 154 | 0.8907 | 0.7143 | 0.8907 | 0.9438 |
129
+ | No log | 2.2286 | 156 | 0.9784 | 0.6623 | 0.9784 | 0.9891 |
130
+ | No log | 2.2571 | 158 | 1.1065 | 0.6104 | 1.1065 | 1.0519 |
131
+ | No log | 2.2857 | 160 | 1.1179 | 0.5960 | 1.1179 | 1.0573 |
132
+ | No log | 2.3143 | 162 | 1.0609 | 0.5652 | 1.0609 | 1.0300 |
133
+ | No log | 2.3429 | 164 | 1.0893 | 0.5652 | 1.0893 | 1.0437 |
134
+ | No log | 2.3714 | 166 | 1.0169 | 0.6143 | 1.0169 | 1.0084 |
135
+ | No log | 2.4 | 168 | 1.1062 | 0.5912 | 1.1062 | 1.0518 |
136
+ | No log | 2.4286 | 170 | 1.3252 | 0.5862 | 1.3252 | 1.1512 |
137
+ | No log | 2.4571 | 172 | 1.3884 | 0.5862 | 1.3884 | 1.1783 |
138
+ | No log | 2.4857 | 174 | 1.2235 | 0.6071 | 1.2235 | 1.1061 |
139
+ | No log | 2.5143 | 176 | 0.9464 | 0.6479 | 0.9464 | 0.9728 |
140
+ | No log | 2.5429 | 178 | 0.8262 | 0.6993 | 0.8262 | 0.9089 |
141
+ | No log | 2.5714 | 180 | 0.8060 | 0.6944 | 0.8060 | 0.8978 |
142
+ | No log | 2.6 | 182 | 0.8627 | 0.6849 | 0.8627 | 0.9288 |
143
+ | No log | 2.6286 | 184 | 0.8031 | 0.7383 | 0.8031 | 0.8962 |
144
+ | No log | 2.6571 | 186 | 0.7903 | 0.7517 | 0.7903 | 0.8890 |
145
+ | No log | 2.6857 | 188 | 0.8012 | 0.7297 | 0.8012 | 0.8951 |
146
+ | No log | 2.7143 | 190 | 0.8231 | 0.6986 | 0.8231 | 0.9073 |
147
+ | No log | 2.7429 | 192 | 0.8520 | 0.6438 | 0.8520 | 0.9231 |
148
+ | No log | 2.7714 | 194 | 0.8145 | 0.7152 | 0.8145 | 0.9025 |
149
+ | No log | 2.8 | 196 | 0.8122 | 0.7248 | 0.8122 | 0.9012 |
150
+ | No log | 2.8286 | 198 | 0.8623 | 0.7215 | 0.8623 | 0.9286 |
151
+ | No log | 2.8571 | 200 | 1.0081 | 0.6832 | 1.0081 | 1.0041 |
152
+ | No log | 2.8857 | 202 | 1.2976 | 0.5917 | 1.2976 | 1.1391 |
153
+ | No log | 2.9143 | 204 | 1.2784 | 0.5917 | 1.2784 | 1.1307 |
154
+ | No log | 2.9429 | 206 | 1.0395 | 0.6220 | 1.0395 | 1.0195 |
155
+ | No log | 2.9714 | 208 | 0.8838 | 0.6711 | 0.8838 | 0.9401 |
156
+ | No log | 3.0 | 210 | 0.8524 | 0.6944 | 0.8524 | 0.9233 |
157
+ | No log | 3.0286 | 212 | 0.9406 | 0.6377 | 0.9406 | 0.9699 |
158
+ | No log | 3.0571 | 214 | 1.0100 | 0.6377 | 1.0100 | 1.0050 |
159
+ | No log | 3.0857 | 216 | 1.0127 | 0.6119 | 1.0127 | 1.0063 |
160
+ | No log | 3.1143 | 218 | 1.0115 | 0.6119 | 1.0115 | 1.0058 |
161
+ | No log | 3.1429 | 220 | 0.9544 | 0.6119 | 0.9544 | 0.9769 |
162
+ | No log | 3.1714 | 222 | 0.9267 | 0.6187 | 0.9267 | 0.9627 |
163
+ | No log | 3.2 | 224 | 0.9030 | 0.6479 | 0.9030 | 0.9503 |
164
+ | No log | 3.2286 | 226 | 0.8839 | 0.7034 | 0.8839 | 0.9401 |
165
+ | No log | 3.2571 | 228 | 0.9672 | 0.6871 | 0.9672 | 0.9835 |
166
+ | No log | 3.2857 | 230 | 1.1859 | 0.5714 | 1.1859 | 1.0890 |
167
+ | No log | 3.3143 | 232 | 1.3141 | 0.5618 | 1.3141 | 1.1463 |
168
+ | No log | 3.3429 | 234 | 1.1716 | 0.6243 | 1.1716 | 1.0824 |
169
+ | No log | 3.3714 | 236 | 1.0515 | 0.6545 | 1.0515 | 1.0254 |
170
+ | No log | 3.4 | 238 | 0.9412 | 0.6914 | 0.9412 | 0.9701 |
171
+ | No log | 3.4286 | 240 | 0.9117 | 0.7226 | 0.9117 | 0.9548 |
172
+ | No log | 3.4571 | 242 | 0.8621 | 0.7260 | 0.8621 | 0.9285 |
173
+ | No log | 3.4857 | 244 | 0.8627 | 0.7172 | 0.8627 | 0.9288 |
174
+ | No log | 3.5143 | 246 | 0.8272 | 0.7083 | 0.8272 | 0.9095 |
175
+ | No log | 3.5429 | 248 | 0.8132 | 0.7534 | 0.8132 | 0.9018 |
176
+ | No log | 3.5714 | 250 | 0.8514 | 0.6759 | 0.8514 | 0.9227 |
177
+ | No log | 3.6 | 252 | 0.9752 | 0.6752 | 0.9752 | 0.9875 |
178
+ | No log | 3.6286 | 254 | 0.9409 | 0.6790 | 0.9409 | 0.9700 |
179
+ | No log | 3.6571 | 256 | 0.8795 | 0.7081 | 0.8795 | 0.9378 |
180
+ | No log | 3.6857 | 258 | 0.8203 | 0.7342 | 0.8203 | 0.9057 |
181
+ | No log | 3.7143 | 260 | 0.7762 | 0.7467 | 0.7762 | 0.8810 |
182
+ | No log | 3.7429 | 262 | 0.7259 | 0.7550 | 0.7259 | 0.8520 |
183
+ | No log | 3.7714 | 264 | 0.7361 | 0.7467 | 0.7361 | 0.8580 |
184
+ | No log | 3.8 | 266 | 0.7981 | 0.7607 | 0.7981 | 0.8934 |
185
+ | No log | 3.8286 | 268 | 0.8051 | 0.7636 | 0.8051 | 0.8972 |
186
+ | No log | 3.8571 | 270 | 0.7144 | 0.7347 | 0.7144 | 0.8452 |
187
+ | No log | 3.8857 | 272 | 0.7257 | 0.7027 | 0.7257 | 0.8519 |
188
+ | No log | 3.9143 | 274 | 0.7388 | 0.7152 | 0.7388 | 0.8595 |
189
+ | No log | 3.9429 | 276 | 0.7179 | 0.7483 | 0.7179 | 0.8473 |
190
+ | No log | 3.9714 | 278 | 0.7587 | 0.7361 | 0.7587 | 0.8711 |
191
+ | No log | 4.0 | 280 | 0.8236 | 0.75 | 0.8236 | 0.9075 |
192
+ | No log | 4.0286 | 282 | 0.8685 | 0.7383 | 0.8685 | 0.9319 |
193
+ | No log | 4.0571 | 284 | 0.8836 | 0.7133 | 0.8836 | 0.9400 |
194
+ | No log | 4.0857 | 286 | 0.8953 | 0.6573 | 0.8953 | 0.9462 |
195
+ | No log | 4.1143 | 288 | 0.8923 | 0.6429 | 0.8923 | 0.9446 |
196
+ | No log | 4.1429 | 290 | 0.9059 | 0.6620 | 0.9059 | 0.9518 |
197
+ | No log | 4.1714 | 292 | 0.8695 | 0.6620 | 0.8695 | 0.9324 |
198
+ | No log | 4.2 | 294 | 0.8667 | 0.6667 | 0.8667 | 0.9310 |
199
+ | No log | 4.2286 | 296 | 1.1244 | 0.5606 | 1.1244 | 1.0604 |
200
+ | No log | 4.2571 | 298 | 1.5355 | 0.3622 | 1.5355 | 1.2391 |
201
+ | No log | 4.2857 | 300 | 1.4296 | 0.4186 | 1.4296 | 1.1957 |
202
+ | No log | 4.3143 | 302 | 0.9776 | 0.5693 | 0.9776 | 0.9887 |
203
+ | No log | 4.3429 | 304 | 0.7531 | 0.7050 | 0.7531 | 0.8678 |
204
+ | No log | 4.3714 | 306 | 0.8028 | 0.6906 | 0.8028 | 0.8960 |
205
+ | No log | 4.4 | 308 | 0.8565 | 0.6715 | 0.8565 | 0.9255 |
206
+ | No log | 4.4286 | 310 | 0.8815 | 0.6316 | 0.8815 | 0.9389 |
207
+ | No log | 4.4571 | 312 | 0.9247 | 0.6567 | 0.9247 | 0.9616 |
208
+ | No log | 4.4857 | 314 | 0.9254 | 0.6377 | 0.9254 | 0.9620 |
209
+ | No log | 4.5143 | 316 | 0.8649 | 0.6471 | 0.8649 | 0.9300 |
210
+ | No log | 4.5429 | 318 | 0.8766 | 0.6619 | 0.8766 | 0.9363 |
211
+ | No log | 4.5714 | 320 | 0.9745 | 0.6667 | 0.9745 | 0.9872 |
212
+ | No log | 4.6 | 322 | 1.0208 | 0.6104 | 1.0208 | 1.0104 |
213
+ | No log | 4.6286 | 324 | 0.9153 | 0.6968 | 0.9153 | 0.9567 |
214
+ | No log | 4.6571 | 326 | 0.8601 | 0.7205 | 0.8601 | 0.9274 |
215
+ | No log | 4.6857 | 328 | 0.8801 | 0.6709 | 0.8801 | 0.9382 |
216
+ | No log | 4.7143 | 330 | 0.8890 | 0.6667 | 0.8890 | 0.9429 |
217
+ | No log | 4.7429 | 332 | 0.9414 | 0.6443 | 0.9414 | 0.9703 |
218
+ | No log | 4.7714 | 334 | 0.8936 | 0.6667 | 0.8936 | 0.9453 |
219
+ | No log | 4.8 | 336 | 0.8397 | 0.6475 | 0.8397 | 0.9164 |
220
+ | No log | 4.8286 | 338 | 0.8259 | 0.6131 | 0.8259 | 0.9088 |
221
+ | No log | 4.8571 | 340 | 0.8363 | 0.6475 | 0.8363 | 0.9145 |
222
+ | No log | 4.8857 | 342 | 0.8868 | 0.6757 | 0.8868 | 0.9417 |
223
+ | No log | 4.9143 | 344 | 0.9504 | 0.6443 | 0.9504 | 0.9749 |
224
+ | No log | 4.9429 | 346 | 0.9175 | 0.6207 | 0.9175 | 0.9579 |
225
+ | No log | 4.9714 | 348 | 0.8378 | 0.6525 | 0.8378 | 0.9153 |
226
+ | No log | 5.0 | 350 | 0.8026 | 0.6471 | 0.8026 | 0.8959 |
227
+ | No log | 5.0286 | 352 | 0.8157 | 0.6957 | 0.8157 | 0.9031 |
228
+ | No log | 5.0571 | 354 | 0.8134 | 0.6571 | 0.8134 | 0.9019 |
229
+ | No log | 5.0857 | 356 | 0.8681 | 0.6757 | 0.8681 | 0.9317 |
230
+ | No log | 5.1143 | 358 | 0.9368 | 0.6531 | 0.9368 | 0.9679 |
231
+ | No log | 5.1429 | 360 | 0.9542 | 0.6207 | 0.9542 | 0.9769 |
232
+ | No log | 5.1714 | 362 | 0.9378 | 0.6056 | 0.9378 | 0.9684 |
233
+ | No log | 5.2 | 364 | 0.8822 | 0.6232 | 0.8822 | 0.9393 |
234
+ | No log | 5.2286 | 366 | 0.8308 | 0.6944 | 0.8308 | 0.9115 |
235
+ | No log | 5.2571 | 368 | 0.8329 | 0.7075 | 0.8329 | 0.9126 |
236
+ | No log | 5.2857 | 370 | 0.8732 | 0.6483 | 0.8732 | 0.9344 |
237
+ | No log | 5.3143 | 372 | 0.9436 | 0.6667 | 0.9436 | 0.9714 |
238
+ | No log | 5.3429 | 374 | 0.9491 | 0.6667 | 0.9491 | 0.9742 |
239
+ | No log | 5.3714 | 376 | 0.8509 | 0.6939 | 0.8509 | 0.9224 |
240
+ | No log | 5.4 | 378 | 0.7951 | 0.6939 | 0.7951 | 0.8917 |
241
+ | No log | 5.4286 | 380 | 0.7591 | 0.7211 | 0.7591 | 0.8713 |
242
+ | No log | 5.4571 | 382 | 0.7716 | 0.7211 | 0.7716 | 0.8784 |
243
+ | No log | 5.4857 | 384 | 0.7950 | 0.7237 | 0.7950 | 0.8916 |
244
+ | No log | 5.5143 | 386 | 0.8681 | 0.7059 | 0.8681 | 0.9317 |
245
+ | No log | 5.5429 | 388 | 0.9203 | 0.6883 | 0.9203 | 0.9593 |
246
+ | No log | 5.5714 | 390 | 0.8971 | 0.7067 | 0.8971 | 0.9472 |
247
+ | No log | 5.6 | 392 | 0.8752 | 0.6620 | 0.8752 | 0.9355 |
248
+ | No log | 5.6286 | 394 | 0.8168 | 0.7034 | 0.8168 | 0.9038 |
249
+ | No log | 5.6571 | 396 | 0.8103 | 0.7172 | 0.8103 | 0.9002 |
250
+ | No log | 5.6857 | 398 | 0.8607 | 0.7027 | 0.8607 | 0.9277 |
251
+ | No log | 5.7143 | 400 | 0.8193 | 0.7248 | 0.8193 | 0.9052 |
252
+ | No log | 5.7429 | 402 | 0.7707 | 0.7248 | 0.7707 | 0.8779 |
253
+ | No log | 5.7714 | 404 | 0.7224 | 0.75 | 0.7224 | 0.8499 |
254
+ | No log | 5.8 | 406 | 0.7005 | 0.7467 | 0.7005 | 0.8370 |
255
+ | No log | 5.8286 | 408 | 0.7263 | 0.7347 | 0.7263 | 0.8522 |
256
+ | No log | 5.8571 | 410 | 0.7484 | 0.7347 | 0.7484 | 0.8651 |
257
+ | No log | 5.8857 | 412 | 0.7573 | 0.7310 | 0.7573 | 0.8702 |
258
+ | No log | 5.9143 | 414 | 0.8368 | 0.7034 | 0.8368 | 0.9148 |
259
+ | No log | 5.9429 | 416 | 0.9208 | 0.6621 | 0.9208 | 0.9596 |
260
+ | No log | 5.9714 | 418 | 0.9464 | 0.6241 | 0.9464 | 0.9728 |
261
+ | No log | 6.0 | 420 | 0.9020 | 0.7042 | 0.9020 | 0.9497 |
262
+ | No log | 6.0286 | 422 | 0.8889 | 0.6667 | 0.8889 | 0.9428 |
263
+ | No log | 6.0571 | 424 | 0.8762 | 0.6957 | 0.8762 | 0.9361 |
264
+ | No log | 6.0857 | 426 | 0.8070 | 0.6950 | 0.8070 | 0.8983 |
265
+ | No log | 6.1143 | 428 | 0.7818 | 0.7083 | 0.7818 | 0.8842 |
266
+ | No log | 6.1429 | 430 | 0.7934 | 0.6950 | 0.7934 | 0.8907 |
267
+ | No log | 6.1714 | 432 | 0.8086 | 0.6950 | 0.8086 | 0.8992 |
268
+ | No log | 6.2 | 434 | 0.8569 | 0.6897 | 0.8569 | 0.9257 |
269
+ | No log | 6.2286 | 436 | 1.0034 | 0.6301 | 1.0034 | 1.0017 |
270
+ | No log | 6.2571 | 438 | 1.0508 | 0.6259 | 1.0508 | 1.0251 |
271
+ | No log | 6.2857 | 440 | 0.9277 | 0.6892 | 0.9277 | 0.9631 |
272
+ | No log | 6.3143 | 442 | 0.7929 | 0.6901 | 0.7929 | 0.8905 |
273
+ | No log | 6.3429 | 444 | 0.7443 | 0.6857 | 0.7443 | 0.8627 |
274
+ | No log | 6.3714 | 446 | 0.7111 | 0.7172 | 0.7111 | 0.8433 |
275
+ | No log | 6.4 | 448 | 0.7368 | 0.7297 | 0.7368 | 0.8584 |
276
+ | No log | 6.4286 | 450 | 0.7673 | 0.6986 | 0.7673 | 0.8760 |
277
+ | No log | 6.4571 | 452 | 0.7413 | 0.7211 | 0.7413 | 0.8610 |
278
+ | No log | 6.4857 | 454 | 0.7660 | 0.7133 | 0.7660 | 0.8752 |
279
+ | No log | 6.5143 | 456 | 0.7893 | 0.6857 | 0.7893 | 0.8884 |
280
+ | No log | 6.5429 | 458 | 0.7908 | 0.7092 | 0.7908 | 0.8893 |
281
+ | No log | 6.5714 | 460 | 0.7976 | 0.7246 | 0.7976 | 0.8931 |
282
+ | No log | 6.6 | 462 | 0.8166 | 0.7007 | 0.8166 | 0.9037 |
283
+ | No log | 6.6286 | 464 | 0.8023 | 0.6906 | 0.8023 | 0.8957 |
284
+ | No log | 6.6571 | 466 | 0.7770 | 0.6993 | 0.7770 | 0.8815 |
285
+ | No log | 6.6857 | 468 | 0.8160 | 0.7248 | 0.8160 | 0.9033 |
286
+ | No log | 6.7143 | 470 | 0.8389 | 0.7848 | 0.8389 | 0.9159 |
287
+ | No log | 6.7429 | 472 | 0.7567 | 0.7451 | 0.7567 | 0.8699 |
288
+ | No log | 6.7714 | 474 | 0.6885 | 0.7333 | 0.6885 | 0.8298 |
289
+ | No log | 6.8 | 476 | 0.6985 | 0.7712 | 0.6985 | 0.8357 |
290
+ | No log | 6.8286 | 478 | 0.6976 | 0.7550 | 0.6976 | 0.8352 |
291
+ | No log | 6.8571 | 480 | 0.6973 | 0.7532 | 0.6973 | 0.8350 |
292
+ | No log | 6.8857 | 482 | 0.7542 | 0.7532 | 0.7542 | 0.8684 |
293
+ | No log | 6.9143 | 484 | 0.8610 | 0.7582 | 0.8610 | 0.9279 |
294
+ | No log | 6.9429 | 486 | 0.8868 | 0.7285 | 0.8868 | 0.9417 |
295
+ | No log | 6.9714 | 488 | 0.8483 | 0.7368 | 0.8483 | 0.9210 |
296
+ | No log | 7.0 | 490 | 0.7904 | 0.7034 | 0.7904 | 0.8890 |
297
+ | No log | 7.0286 | 492 | 0.7520 | 0.6901 | 0.7520 | 0.8672 |
298
+ | No log | 7.0571 | 494 | 0.7368 | 0.7133 | 0.7368 | 0.8584 |
299
+ | No log | 7.0857 | 496 | 0.7581 | 0.7417 | 0.7581 | 0.8707 |
300
+ | No log | 7.1143 | 498 | 0.8295 | 0.7125 | 0.8295 | 0.9108 |
301
+ | 0.429 | 7.1429 | 500 | 0.8162 | 0.7125 | 0.8162 | 0.9034 |
302
+ | 0.429 | 7.1714 | 502 | 0.7697 | 0.7237 | 0.7697 | 0.8773 |
303
+ | 0.429 | 7.2 | 504 | 0.7532 | 0.7234 | 0.7532 | 0.8679 |
304
+ | 0.429 | 7.2286 | 506 | 0.7593 | 0.7234 | 0.7593 | 0.8714 |
305
+ | 0.429 | 7.2571 | 508 | 0.7494 | 0.7324 | 0.7494 | 0.8657 |
306
+ | 0.429 | 7.2857 | 510 | 0.7764 | 0.7114 | 0.7764 | 0.8811 |
307
+ | 0.429 | 7.3143 | 512 | 0.8209 | 0.7089 | 0.8209 | 0.9061 |
308
+ | 0.429 | 7.3429 | 514 | 0.8410 | 0.7081 | 0.8410 | 0.9171 |
309
+ | 0.429 | 7.3714 | 516 | 0.7779 | 0.7362 | 0.7779 | 0.8820 |
310
+ | 0.429 | 7.4 | 518 | 0.7132 | 0.7297 | 0.7132 | 0.8445 |
311
+ | 0.429 | 7.4286 | 520 | 0.7198 | 0.7324 | 0.7198 | 0.8484 |
312
+ | 0.429 | 7.4571 | 522 | 0.7238 | 0.7324 | 0.7238 | 0.8508 |
313
+ | 0.429 | 7.4857 | 524 | 0.7071 | 0.7297 | 0.7071 | 0.8409 |
314
+ | 0.429 | 7.5143 | 526 | 0.7241 | 0.7211 | 0.7241 | 0.8509 |
315
+ | 0.429 | 7.5429 | 528 | 0.7437 | 0.7083 | 0.7437 | 0.8624 |
316
+ | 0.429 | 7.5714 | 530 | 0.7527 | 0.7234 | 0.7527 | 0.8676 |
317
+ | 0.429 | 7.6 | 532 | 0.7453 | 0.7324 | 0.7453 | 0.8633 |
318
+ | 0.429 | 7.6286 | 534 | 0.7437 | 0.7448 | 0.7437 | 0.8624 |
319
+ | 0.429 | 7.6571 | 536 | 0.7669 | 0.7286 | 0.7669 | 0.8757 |
320
+ | 0.429 | 7.6857 | 538 | 0.7607 | 0.7234 | 0.7607 | 0.8722 |
321
+ | 0.429 | 7.7143 | 540 | 0.7309 | 0.7310 | 0.7309 | 0.8549 |
322
+ | 0.429 | 7.7429 | 542 | 0.7675 | 0.7375 | 0.7675 | 0.8761 |
323
+ | 0.429 | 7.7714 | 544 | 0.8606 | 0.7073 | 0.8606 | 0.9277 |
324
+ | 0.429 | 7.8 | 546 | 0.8546 | 0.7073 | 0.8546 | 0.9245 |
325
+ | 0.429 | 7.8286 | 548 | 0.7805 | 0.6892 | 0.7805 | 0.8834 |
326
+ | 0.429 | 7.8571 | 550 | 0.7381 | 0.7361 | 0.7381 | 0.8591 |
327
+ | 0.429 | 7.8857 | 552 | 0.7567 | 0.7222 | 0.7567 | 0.8699 |
328
+ | 0.429 | 7.9143 | 554 | 0.7675 | 0.7222 | 0.7675 | 0.8761 |
329
+ | 0.429 | 7.9429 | 556 | 0.7427 | 0.7310 | 0.7427 | 0.8618 |
330
+ | 0.429 | 7.9714 | 558 | 0.7718 | 0.7362 | 0.7718 | 0.8785 |
331
+ | 0.429 | 8.0 | 560 | 0.9243 | 0.7209 | 0.9243 | 0.9614 |
332
+ | 0.429 | 8.0286 | 562 | 0.9933 | 0.7072 | 0.9933 | 0.9967 |
333
+ | 0.429 | 8.0571 | 564 | 0.9419 | 0.7263 | 0.9419 | 0.9705 |
334
+ | 0.429 | 8.0857 | 566 | 0.8331 | 0.7412 | 0.8331 | 0.9127 |
335
+ | 0.429 | 8.1143 | 568 | 0.7539 | 0.75 | 0.7539 | 0.8683 |
336
+ | 0.429 | 8.1429 | 570 | 0.7158 | 0.7361 | 0.7158 | 0.8461 |
337
+ | 0.429 | 8.1714 | 572 | 0.7277 | 0.6809 | 0.7277 | 0.8530 |
338
+ | 0.429 | 8.2 | 574 | 0.7973 | 0.6525 | 0.7973 | 0.8929 |
339
+ | 0.429 | 8.2286 | 576 | 0.8040 | 0.6389 | 0.8040 | 0.8967 |
340
+ | 0.429 | 8.2571 | 578 | 0.7681 | 0.6619 | 0.7681 | 0.8764 |
341
+ | 0.429 | 8.2857 | 580 | 0.7562 | 0.7 | 0.7562 | 0.8696 |
342
 
343
 
344
  ### Framework versions