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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k10_task2_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_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k5_task2_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_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k5_task2_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: 0.7827
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- - Qwk: 0.5331
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- - Mse: 0.7827
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- - Rmse: 0.8847
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  ## Model description
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@@ -47,355 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0690 | 2 | 4.5860 | 0.0042 | 4.5860 | 2.1415 |
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- | No log | 0.1379 | 4 | 2.6996 | -0.0420 | 2.6996 | 1.6430 |
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- | No log | 0.2069 | 6 | 1.6579 | 0.0372 | 1.6579 | 1.2876 |
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- | No log | 0.2759 | 8 | 1.2154 | 0.1590 | 1.2154 | 1.1025 |
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- | No log | 0.3448 | 10 | 1.1961 | 0.1370 | 1.1961 | 1.0937 |
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- | No log | 0.4138 | 12 | 1.3367 | 0.0366 | 1.3367 | 1.1561 |
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- | No log | 0.4828 | 14 | 1.2065 | 0.1944 | 1.2065 | 1.0984 |
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- | No log | 0.5517 | 16 | 1.2127 | 0.1246 | 1.2127 | 1.1012 |
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- | No log | 0.6207 | 18 | 1.2186 | 0.0806 | 1.2186 | 1.1039 |
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- | No log | 0.6897 | 20 | 1.2428 | 0.1422 | 1.2428 | 1.1148 |
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- | No log | 0.7586 | 22 | 1.3930 | 0.0610 | 1.3930 | 1.1803 |
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- | No log | 0.8276 | 24 | 1.4143 | 0.0524 | 1.4143 | 1.1892 |
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- | No log | 0.8966 | 26 | 1.3968 | 0.1512 | 1.3968 | 1.1819 |
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- | No log | 0.9655 | 28 | 1.6419 | 0.2037 | 1.6419 | 1.2813 |
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- | No log | 1.0345 | 30 | 1.5294 | 0.3149 | 1.5294 | 1.2367 |
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- | No log | 1.1034 | 32 | 1.2055 | 0.2444 | 1.2055 | 1.0979 |
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- | No log | 1.1724 | 34 | 1.4178 | 0.3275 | 1.4178 | 1.1907 |
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- | No log | 1.2414 | 36 | 1.3008 | 0.3548 | 1.3008 | 1.1405 |
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- | No log | 1.3103 | 38 | 1.0903 | 0.3311 | 1.0903 | 1.0442 |
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- | No log | 1.3793 | 40 | 1.3131 | 0.3139 | 1.3131 | 1.1459 |
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- | No log | 1.4483 | 42 | 1.6069 | 0.3000 | 1.6069 | 1.2676 |
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- | No log | 1.5172 | 44 | 1.4816 | 0.2962 | 1.4816 | 1.2172 |
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- | No log | 1.5862 | 46 | 1.1020 | 0.3723 | 1.1020 | 1.0498 |
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- | No log | 1.6552 | 48 | 0.9298 | 0.4181 | 0.9298 | 0.9643 |
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- | No log | 1.7241 | 50 | 0.9439 | 0.3160 | 0.9439 | 0.9716 |
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- | No log | 1.7931 | 52 | 0.9629 | 0.4321 | 0.9629 | 0.9813 |
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- | No log | 1.8621 | 54 | 0.9580 | 0.4148 | 0.9580 | 0.9788 |
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- | No log | 1.9310 | 56 | 1.0020 | 0.4894 | 1.0020 | 1.0010 |
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- | No log | 2.0 | 58 | 1.0422 | 0.5054 | 1.0422 | 1.0209 |
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- | No log | 2.0690 | 60 | 1.1156 | 0.5014 | 1.1156 | 1.0562 |
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- | No log | 2.1379 | 62 | 1.0398 | 0.5346 | 1.0398 | 1.0197 |
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- | No log | 2.2069 | 64 | 0.9351 | 0.5211 | 0.9351 | 0.9670 |
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- | No log | 2.2759 | 66 | 0.8907 | 0.5034 | 0.8907 | 0.9437 |
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- | No log | 2.3448 | 68 | 0.8700 | 0.5037 | 0.8700 | 0.9328 |
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- | No log | 2.4138 | 70 | 0.8873 | 0.4216 | 0.8873 | 0.9420 |
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- | No log | 2.4828 | 72 | 0.9484 | 0.3729 | 0.9484 | 0.9739 |
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- | No log | 2.5517 | 74 | 0.9031 | 0.3548 | 0.9031 | 0.9503 |
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- | No log | 2.6207 | 76 | 0.8846 | 0.3738 | 0.8846 | 0.9405 |
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- | No log | 2.6897 | 78 | 0.8391 | 0.4084 | 0.8391 | 0.9160 |
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- | No log | 2.7586 | 80 | 0.8028 | 0.5102 | 0.8028 | 0.8960 |
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- | No log | 2.8276 | 82 | 0.8226 | 0.5380 | 0.8226 | 0.9070 |
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- | No log | 2.8966 | 84 | 0.8731 | 0.5328 | 0.8731 | 0.9344 |
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- | No log | 2.9655 | 86 | 0.8231 | 0.5792 | 0.8231 | 0.9072 |
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- | No log | 3.0345 | 88 | 0.7597 | 0.5532 | 0.7597 | 0.8716 |
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- | No log | 3.1034 | 90 | 0.7814 | 0.5902 | 0.7814 | 0.8840 |
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- | No log | 3.1724 | 92 | 0.7441 | 0.5787 | 0.7441 | 0.8626 |
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- | No log | 3.2414 | 94 | 0.7280 | 0.5244 | 0.7280 | 0.8533 |
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- | No log | 3.3103 | 96 | 0.7301 | 0.5244 | 0.7301 | 0.8545 |
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- | No log | 3.3793 | 98 | 0.7402 | 0.5633 | 0.7402 | 0.8604 |
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- | No log | 3.4483 | 100 | 0.8598 | 0.5724 | 0.8598 | 0.9272 |
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- | No log | 3.5172 | 102 | 0.9052 | 0.5222 | 0.9052 | 0.9514 |
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- | No log | 3.5862 | 104 | 1.0297 | 0.4695 | 1.0297 | 1.0147 |
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- | No log | 3.6552 | 106 | 1.0569 | 0.5111 | 1.0569 | 1.0281 |
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- | No log | 3.7241 | 108 | 0.9216 | 0.5293 | 0.9216 | 0.9600 |
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- | No log | 3.7931 | 110 | 0.7665 | 0.5646 | 0.7665 | 0.8755 |
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- | No log | 3.8621 | 112 | 0.7128 | 0.5534 | 0.7128 | 0.8443 |
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- | No log | 3.9310 | 114 | 0.7355 | 0.5534 | 0.7355 | 0.8576 |
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- | No log | 4.0 | 116 | 0.8731 | 0.5007 | 0.8731 | 0.9344 |
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- | No log | 4.0690 | 118 | 0.9498 | 0.4596 | 0.9498 | 0.9746 |
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- | No log | 4.1379 | 120 | 0.8700 | 0.5497 | 0.8700 | 0.9327 |
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- | No log | 4.2069 | 122 | 0.8202 | 0.5964 | 0.8202 | 0.9057 |
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- | No log | 4.2759 | 124 | 0.7906 | 0.5661 | 0.7906 | 0.8891 |
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- | No log | 4.3448 | 126 | 0.8384 | 0.5649 | 0.8384 | 0.9156 |
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- | No log | 4.4138 | 128 | 0.8160 | 0.5473 | 0.8160 | 0.9033 |
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- | No log | 4.4828 | 130 | 0.7711 | 0.5155 | 0.7711 | 0.8781 |
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- | No log | 4.5517 | 132 | 0.7697 | 0.5155 | 0.7697 | 0.8773 |
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- | No log | 4.6207 | 134 | 0.7754 | 0.5380 | 0.7754 | 0.8806 |
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- | No log | 4.6897 | 136 | 0.8199 | 0.5625 | 0.8199 | 0.9055 |
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- | No log | 4.7586 | 138 | 0.8332 | 0.4811 | 0.8332 | 0.9128 |
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- | No log | 4.8276 | 140 | 0.7855 | 0.4700 | 0.7855 | 0.8863 |
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- | No log | 4.8966 | 142 | 0.7696 | 0.5517 | 0.7696 | 0.8773 |
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- | No log | 4.9655 | 144 | 0.7304 | 0.5930 | 0.7304 | 0.8546 |
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- | No log | 5.0345 | 146 | 0.7390 | 0.5467 | 0.7390 | 0.8596 |
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- | No log | 5.1034 | 148 | 0.7498 | 0.4944 | 0.7498 | 0.8659 |
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- | No log | 5.1724 | 150 | 0.7101 | 0.5647 | 0.7101 | 0.8427 |
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- | No log | 5.2414 | 152 | 0.7168 | 0.6281 | 0.7168 | 0.8466 |
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- | No log | 5.3103 | 154 | 0.7075 | 0.5648 | 0.7075 | 0.8411 |
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- | No log | 5.3793 | 156 | 0.7171 | 0.5505 | 0.7171 | 0.8468 |
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- | No log | 5.4483 | 158 | 0.7306 | 0.6074 | 0.7306 | 0.8547 |
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- | No log | 5.5172 | 160 | 0.7318 | 0.6054 | 0.7318 | 0.8555 |
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- | No log | 5.5862 | 162 | 0.7400 | 0.5838 | 0.7400 | 0.8602 |
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- | No log | 5.6552 | 164 | 0.7766 | 0.5631 | 0.7766 | 0.8812 |
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- | No log | 5.7241 | 166 | 0.7540 | 0.5495 | 0.7540 | 0.8683 |
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- | No log | 5.7931 | 168 | 0.7575 | 0.5997 | 0.7575 | 0.8703 |
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- | No log | 5.8621 | 170 | 0.7787 | 0.5621 | 0.7787 | 0.8824 |
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- | No log | 5.9310 | 172 | 0.8353 | 0.5825 | 0.8353 | 0.9139 |
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- | No log | 6.0 | 174 | 0.8169 | 0.6203 | 0.8169 | 0.9038 |
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- | No log | 6.0690 | 176 | 0.7620 | 0.5699 | 0.7620 | 0.8729 |
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- | No log | 6.1379 | 178 | 0.7530 | 0.5584 | 0.7530 | 0.8678 |
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- | No log | 6.2069 | 180 | 0.7610 | 0.5132 | 0.7610 | 0.8724 |
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- | No log | 6.2759 | 182 | 0.8526 | 0.4893 | 0.8526 | 0.9234 |
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- | No log | 6.3448 | 184 | 0.9633 | 0.4989 | 0.9633 | 0.9815 |
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- | No log | 6.4138 | 186 | 0.8603 | 0.4785 | 0.8603 | 0.9275 |
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- | No log | 6.4828 | 188 | 0.7646 | 0.5376 | 0.7646 | 0.8744 |
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- | No log | 6.5517 | 190 | 0.7210 | 0.6035 | 0.7210 | 0.8491 |
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- | No log | 6.6207 | 192 | 0.6899 | 0.6435 | 0.6899 | 0.8306 |
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- | No log | 6.6897 | 194 | 0.6940 | 0.6713 | 0.6940 | 0.8331 |
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- | No log | 6.7586 | 196 | 0.7134 | 0.6234 | 0.7134 | 0.8446 |
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- | No log | 6.8276 | 198 | 0.7676 | 0.5255 | 0.7676 | 0.8761 |
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- | No log | 6.8966 | 200 | 0.7394 | 0.4945 | 0.7394 | 0.8599 |
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- | No log | 6.9655 | 202 | 0.7510 | 0.5163 | 0.7510 | 0.8666 |
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- | No log | 7.0345 | 204 | 0.7595 | 0.5079 | 0.7595 | 0.8715 |
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- | No log | 7.1034 | 206 | 0.7511 | 0.6060 | 0.7511 | 0.8667 |
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- | No log | 7.1724 | 208 | 0.7605 | 0.6121 | 0.7605 | 0.8721 |
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- | No log | 7.2414 | 210 | 0.7441 | 0.5774 | 0.7441 | 0.8626 |
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- | No log | 7.3103 | 212 | 0.7427 | 0.5253 | 0.7427 | 0.8618 |
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- | No log | 7.3793 | 214 | 0.7376 | 0.5774 | 0.7376 | 0.8589 |
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- | No log | 7.4483 | 216 | 0.7578 | 0.6132 | 0.7578 | 0.8705 |
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- | No log | 7.5172 | 218 | 0.7791 | 0.6305 | 0.7791 | 0.8826 |
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- | No log | 7.5862 | 220 | 0.8327 | 0.6159 | 0.8327 | 0.9125 |
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- | No log | 7.6552 | 222 | 0.7940 | 0.5961 | 0.7940 | 0.8911 |
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- | No log | 7.7241 | 224 | 0.7380 | 0.6051 | 0.7380 | 0.8591 |
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- | No log | 7.7931 | 226 | 0.7456 | 0.5697 | 0.7456 | 0.8635 |
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- | No log | 7.8621 | 228 | 0.7428 | 0.5697 | 0.7428 | 0.8619 |
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- | No log | 7.9310 | 230 | 0.7183 | 0.6239 | 0.7183 | 0.8475 |
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- | No log | 8.0 | 232 | 0.7763 | 0.6384 | 0.7763 | 0.8811 |
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- | No log | 8.0690 | 234 | 0.8529 | 0.6092 | 0.8529 | 0.9235 |
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- | No log | 8.1379 | 236 | 0.7757 | 0.6400 | 0.7757 | 0.8807 |
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- | No log | 8.2069 | 238 | 0.7151 | 0.6239 | 0.7151 | 0.8456 |
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- | No log | 8.2759 | 240 | 0.7395 | 0.5301 | 0.7395 | 0.8599 |
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- | No log | 8.3448 | 242 | 0.7522 | 0.5333 | 0.7522 | 0.8673 |
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- | No log | 8.4138 | 244 | 0.7239 | 0.5866 | 0.7239 | 0.8508 |
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- | No log | 8.4828 | 246 | 0.7094 | 0.6625 | 0.7094 | 0.8422 |
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- | No log | 8.5517 | 248 | 0.7757 | 0.6499 | 0.7757 | 0.8807 |
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- | No log | 8.6207 | 250 | 0.8802 | 0.5899 | 0.8802 | 0.9382 |
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- | No log | 8.6897 | 252 | 0.8558 | 0.6200 | 0.8558 | 0.9251 |
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- | No log | 8.7586 | 254 | 0.7504 | 0.6066 | 0.7504 | 0.8662 |
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- | No log | 8.8276 | 256 | 0.7080 | 0.5483 | 0.7080 | 0.8414 |
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- | No log | 8.8966 | 258 | 0.8428 | 0.5549 | 0.8428 | 0.9181 |
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- | No log | 8.9655 | 260 | 0.8959 | 0.4563 | 0.8959 | 0.9465 |
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- | No log | 9.0345 | 262 | 0.8483 | 0.5145 | 0.8483 | 0.9210 |
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- | No log | 9.1034 | 264 | 0.7494 | 0.5561 | 0.7494 | 0.8657 |
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- | No log | 9.1724 | 266 | 0.7344 | 0.5505 | 0.7344 | 0.8570 |
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- | No log | 9.2414 | 268 | 0.7188 | 0.5705 | 0.7188 | 0.8478 |
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- | No log | 9.3103 | 270 | 0.7212 | 0.6107 | 0.7212 | 0.8492 |
187
- | No log | 9.3793 | 272 | 0.7458 | 0.5992 | 0.7458 | 0.8636 |
188
- | No log | 9.4483 | 274 | 0.7366 | 0.6278 | 0.7366 | 0.8583 |
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- | No log | 9.5172 | 276 | 0.7339 | 0.5633 | 0.7339 | 0.8567 |
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- | No log | 9.5862 | 278 | 0.7509 | 0.5245 | 0.7509 | 0.8665 |
191
- | No log | 9.6552 | 280 | 0.7455 | 0.5420 | 0.7455 | 0.8634 |
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- | No log | 9.7241 | 282 | 0.7419 | 0.5420 | 0.7419 | 0.8613 |
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- | No log | 9.7931 | 284 | 0.7337 | 0.6415 | 0.7337 | 0.8566 |
194
- | No log | 9.8621 | 286 | 0.7402 | 0.6395 | 0.7402 | 0.8604 |
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- | No log | 9.9310 | 288 | 0.7704 | 0.6175 | 0.7704 | 0.8777 |
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- | No log | 10.0 | 290 | 0.8105 | 0.6315 | 0.8105 | 0.9003 |
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- | No log | 10.0690 | 292 | 0.8148 | 0.6154 | 0.8148 | 0.9027 |
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- | No log | 10.1379 | 294 | 0.7538 | 0.6244 | 0.7538 | 0.8682 |
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- | No log | 10.2069 | 296 | 0.7352 | 0.5930 | 0.7352 | 0.8574 |
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- | No log | 10.2759 | 298 | 0.7286 | 0.5744 | 0.7286 | 0.8536 |
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- | No log | 10.3448 | 300 | 0.7381 | 0.5622 | 0.7381 | 0.8591 |
202
- | No log | 10.4138 | 302 | 0.7885 | 0.5847 | 0.7885 | 0.8880 |
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- | No log | 10.4828 | 304 | 0.8325 | 0.5685 | 0.8325 | 0.9124 |
204
- | No log | 10.5517 | 306 | 0.8751 | 0.5748 | 0.8751 | 0.9355 |
205
- | No log | 10.6207 | 308 | 0.8765 | 0.5748 | 0.8765 | 0.9362 |
206
- | No log | 10.6897 | 310 | 0.7974 | 0.6435 | 0.7974 | 0.8930 |
207
- | No log | 10.7586 | 312 | 0.7459 | 0.5993 | 0.7459 | 0.8636 |
208
- | No log | 10.8276 | 314 | 0.7526 | 0.5631 | 0.7526 | 0.8676 |
209
- | No log | 10.8966 | 316 | 0.7533 | 0.5434 | 0.7533 | 0.8679 |
210
- | No log | 10.9655 | 318 | 0.7508 | 0.5774 | 0.7508 | 0.8665 |
211
- | No log | 11.0345 | 320 | 0.7991 | 0.4998 | 0.7991 | 0.8939 |
212
- | No log | 11.1034 | 322 | 0.8500 | 0.5515 | 0.8500 | 0.9220 |
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- | No log | 11.1724 | 324 | 0.8932 | 0.5592 | 0.8932 | 0.9451 |
214
- | No log | 11.2414 | 326 | 0.8462 | 0.5571 | 0.8462 | 0.9199 |
215
- | No log | 11.3103 | 328 | 0.7751 | 0.6657 | 0.7751 | 0.8804 |
216
- | No log | 11.3793 | 330 | 0.7703 | 0.6369 | 0.7703 | 0.8777 |
217
- | No log | 11.4483 | 332 | 0.7693 | 0.6369 | 0.7693 | 0.8771 |
218
- | No log | 11.5172 | 334 | 0.7576 | 0.5521 | 0.7576 | 0.8704 |
219
- | No log | 11.5862 | 336 | 0.7904 | 0.5359 | 0.7904 | 0.8890 |
220
- | No log | 11.6552 | 338 | 0.8023 | 0.4969 | 0.8023 | 0.8957 |
221
- | No log | 11.7241 | 340 | 0.7846 | 0.4969 | 0.7846 | 0.8858 |
222
- | No log | 11.7931 | 342 | 0.7395 | 0.5744 | 0.7395 | 0.8599 |
223
- | No log | 11.8621 | 344 | 0.7217 | 0.6021 | 0.7217 | 0.8495 |
224
- | No log | 11.9310 | 346 | 0.7100 | 0.6131 | 0.7100 | 0.8426 |
225
- | No log | 12.0 | 348 | 0.6919 | 0.6011 | 0.6919 | 0.8318 |
226
- | No log | 12.0690 | 350 | 0.6909 | 0.5676 | 0.6909 | 0.8312 |
227
- | No log | 12.1379 | 352 | 0.6980 | 0.5649 | 0.6980 | 0.8355 |
228
- | No log | 12.2069 | 354 | 0.7037 | 0.5648 | 0.7037 | 0.8389 |
229
- | No log | 12.2759 | 356 | 0.7214 | 0.4948 | 0.7214 | 0.8494 |
230
- | No log | 12.3448 | 358 | 0.7644 | 0.5013 | 0.7644 | 0.8743 |
231
- | No log | 12.4138 | 360 | 0.8011 | 0.5175 | 0.8011 | 0.8950 |
232
- | No log | 12.4828 | 362 | 0.8528 | 0.5405 | 0.8528 | 0.9235 |
233
- | No log | 12.5517 | 364 | 0.8571 | 0.4663 | 0.8571 | 0.9258 |
234
- | No log | 12.6207 | 366 | 0.8092 | 0.4820 | 0.8092 | 0.8996 |
235
- | No log | 12.6897 | 368 | 0.7878 | 0.4963 | 0.7878 | 0.8876 |
236
- | No log | 12.7586 | 370 | 0.7771 | 0.5136 | 0.7771 | 0.8815 |
237
- | No log | 12.8276 | 372 | 0.7749 | 0.5473 | 0.7749 | 0.8803 |
238
- | No log | 12.8966 | 374 | 0.7848 | 0.5876 | 0.7848 | 0.8859 |
239
- | No log | 12.9655 | 376 | 0.8350 | 0.5797 | 0.8350 | 0.9138 |
240
- | No log | 13.0345 | 378 | 0.8568 | 0.5797 | 0.8568 | 0.9256 |
241
- | No log | 13.1034 | 380 | 0.7892 | 0.6038 | 0.7892 | 0.8884 |
242
- | No log | 13.1724 | 382 | 0.7562 | 0.6013 | 0.7562 | 0.8696 |
243
- | No log | 13.2414 | 384 | 0.7396 | 0.5815 | 0.7396 | 0.8600 |
244
- | No log | 13.3103 | 386 | 0.7324 | 0.5815 | 0.7324 | 0.8558 |
245
- | No log | 13.3793 | 388 | 0.7193 | 0.5450 | 0.7193 | 0.8481 |
246
- | No log | 13.4483 | 390 | 0.7178 | 0.5570 | 0.7178 | 0.8472 |
247
- | No log | 13.5172 | 392 | 0.7260 | 0.6154 | 0.7260 | 0.8521 |
248
- | No log | 13.5862 | 394 | 0.7104 | 0.6263 | 0.7104 | 0.8428 |
249
- | No log | 13.6552 | 396 | 0.7038 | 0.6263 | 0.7038 | 0.8390 |
250
- | No log | 13.7241 | 398 | 0.6762 | 0.6567 | 0.6762 | 0.8223 |
251
- | No log | 13.7931 | 400 | 0.6709 | 0.6212 | 0.6709 | 0.8191 |
252
- | No log | 13.8621 | 402 | 0.6730 | 0.6220 | 0.6730 | 0.8203 |
253
- | No log | 13.9310 | 404 | 0.6571 | 0.6682 | 0.6571 | 0.8106 |
254
- | No log | 14.0 | 406 | 0.6548 | 0.7004 | 0.6548 | 0.8092 |
255
- | No log | 14.0690 | 408 | 0.6445 | 0.6963 | 0.6445 | 0.8028 |
256
- | No log | 14.1379 | 410 | 0.6535 | 0.6016 | 0.6535 | 0.8084 |
257
- | No log | 14.2069 | 412 | 0.6702 | 0.6129 | 0.6702 | 0.8187 |
258
- | No log | 14.2759 | 414 | 0.6819 | 0.6316 | 0.6819 | 0.8258 |
259
- | No log | 14.3448 | 416 | 0.6742 | 0.6850 | 0.6742 | 0.8211 |
260
- | No log | 14.4138 | 418 | 0.7031 | 0.6652 | 0.7031 | 0.8385 |
261
- | No log | 14.4828 | 420 | 0.8189 | 0.6259 | 0.8189 | 0.9049 |
262
- | No log | 14.5517 | 422 | 0.8710 | 0.6303 | 0.8710 | 0.9333 |
263
- | No log | 14.6207 | 424 | 0.8088 | 0.6167 | 0.8088 | 0.8993 |
264
- | No log | 14.6897 | 426 | 0.7069 | 0.6793 | 0.7069 | 0.8408 |
265
- | No log | 14.7586 | 428 | 0.6750 | 0.6894 | 0.6750 | 0.8216 |
266
- | No log | 14.8276 | 430 | 0.6986 | 0.6266 | 0.6986 | 0.8358 |
267
- | No log | 14.8966 | 432 | 0.7090 | 0.5743 | 0.7090 | 0.8420 |
268
- | No log | 14.9655 | 434 | 0.6881 | 0.6654 | 0.6881 | 0.8295 |
269
- | No log | 15.0345 | 436 | 0.6834 | 0.6468 | 0.6834 | 0.8267 |
270
- | No log | 15.1034 | 438 | 0.6910 | 0.6712 | 0.6910 | 0.8312 |
271
- | No log | 15.1724 | 440 | 0.7237 | 0.6679 | 0.7237 | 0.8507 |
272
- | No log | 15.2414 | 442 | 0.7332 | 0.6580 | 0.7332 | 0.8563 |
273
- | No log | 15.3103 | 444 | 0.7368 | 0.6601 | 0.7368 | 0.8584 |
274
- | No log | 15.3793 | 446 | 0.7136 | 0.6171 | 0.7136 | 0.8447 |
275
- | No log | 15.4483 | 448 | 0.6934 | 0.6631 | 0.6934 | 0.8327 |
276
- | No log | 15.5172 | 450 | 0.6874 | 0.6824 | 0.6874 | 0.8291 |
277
- | No log | 15.5862 | 452 | 0.6965 | 0.6317 | 0.6965 | 0.8346 |
278
- | No log | 15.6552 | 454 | 0.7033 | 0.7089 | 0.7033 | 0.8387 |
279
- | No log | 15.7241 | 456 | 0.7267 | 0.6481 | 0.7267 | 0.8525 |
280
- | No log | 15.7931 | 458 | 0.7437 | 0.6580 | 0.7437 | 0.8624 |
281
- | No log | 15.8621 | 460 | 0.7309 | 0.5869 | 0.7309 | 0.8549 |
282
- | No log | 15.9310 | 462 | 0.7151 | 0.6041 | 0.7151 | 0.8457 |
283
- | No log | 16.0 | 464 | 0.6873 | 0.6237 | 0.6873 | 0.8291 |
284
- | No log | 16.0690 | 466 | 0.6789 | 0.6272 | 0.6789 | 0.8240 |
285
- | No log | 16.1379 | 468 | 0.6819 | 0.6934 | 0.6819 | 0.8257 |
286
- | No log | 16.2069 | 470 | 0.6845 | 0.6809 | 0.6845 | 0.8274 |
287
- | No log | 16.2759 | 472 | 0.6902 | 0.6809 | 0.6902 | 0.8308 |
288
- | No log | 16.3448 | 474 | 0.6913 | 0.6578 | 0.6913 | 0.8314 |
289
- | No log | 16.4138 | 476 | 0.6879 | 0.6578 | 0.6879 | 0.8294 |
290
- | No log | 16.4828 | 478 | 0.6870 | 0.6578 | 0.6870 | 0.8288 |
291
- | No log | 16.5517 | 480 | 0.6874 | 0.6436 | 0.6874 | 0.8291 |
292
- | No log | 16.6207 | 482 | 0.6929 | 0.5781 | 0.6929 | 0.8324 |
293
- | No log | 16.6897 | 484 | 0.6981 | 0.5403 | 0.6981 | 0.8355 |
294
- | No log | 16.7586 | 486 | 0.6951 | 0.5403 | 0.6951 | 0.8337 |
295
- | No log | 16.8276 | 488 | 0.6860 | 0.5921 | 0.6860 | 0.8282 |
296
- | No log | 16.8966 | 490 | 0.6896 | 0.6404 | 0.6896 | 0.8304 |
297
- | No log | 16.9655 | 492 | 0.7358 | 0.6315 | 0.7358 | 0.8578 |
298
- | No log | 17.0345 | 494 | 0.7414 | 0.6464 | 0.7414 | 0.8610 |
299
- | No log | 17.1034 | 496 | 0.6874 | 0.6441 | 0.6874 | 0.8291 |
300
- | No log | 17.1724 | 498 | 0.6582 | 0.6528 | 0.6582 | 0.8113 |
301
- | 0.2525 | 17.2414 | 500 | 0.6940 | 0.5684 | 0.6940 | 0.8330 |
302
- | 0.2525 | 17.3103 | 502 | 0.7289 | 0.5737 | 0.7289 | 0.8537 |
303
- | 0.2525 | 17.3793 | 504 | 0.6983 | 0.6105 | 0.6983 | 0.8356 |
304
- | 0.2525 | 17.4483 | 506 | 0.6568 | 0.6212 | 0.6568 | 0.8104 |
305
- | 0.2525 | 17.5172 | 508 | 0.6930 | 0.6266 | 0.6930 | 0.8325 |
306
- | 0.2525 | 17.5862 | 510 | 0.7971 | 0.6194 | 0.7971 | 0.8928 |
307
- | 0.2525 | 17.6552 | 512 | 0.8424 | 0.5883 | 0.8424 | 0.9178 |
308
- | 0.2525 | 17.7241 | 514 | 0.8040 | 0.5962 | 0.8040 | 0.8967 |
309
- | 0.2525 | 17.7931 | 516 | 0.7253 | 0.5352 | 0.7253 | 0.8517 |
310
- | 0.2525 | 17.8621 | 518 | 0.6738 | 0.5835 | 0.6738 | 0.8208 |
311
- | 0.2525 | 17.9310 | 520 | 0.6546 | 0.6362 | 0.6546 | 0.8091 |
312
- | 0.2525 | 18.0 | 522 | 0.6491 | 0.6487 | 0.6491 | 0.8057 |
313
- | 0.2525 | 18.0690 | 524 | 0.6587 | 0.6849 | 0.6587 | 0.8116 |
314
- | 0.2525 | 18.1379 | 526 | 0.6859 | 0.6771 | 0.6859 | 0.8282 |
315
- | 0.2525 | 18.2069 | 528 | 0.7243 | 0.6607 | 0.7243 | 0.8510 |
316
- | 0.2525 | 18.2759 | 530 | 0.7094 | 0.6464 | 0.7094 | 0.8422 |
317
- | 0.2525 | 18.3448 | 532 | 0.6948 | 0.6350 | 0.6948 | 0.8335 |
318
- | 0.2525 | 18.4138 | 534 | 0.6912 | 0.5898 | 0.6912 | 0.8314 |
319
- | 0.2525 | 18.4828 | 536 | 0.6953 | 0.5835 | 0.6953 | 0.8339 |
320
- | 0.2525 | 18.5517 | 538 | 0.7008 | 0.5431 | 0.7008 | 0.8372 |
321
- | 0.2525 | 18.6207 | 540 | 0.6999 | 0.5805 | 0.6999 | 0.8366 |
322
- | 0.2525 | 18.6897 | 542 | 0.7019 | 0.6110 | 0.7019 | 0.8378 |
323
- | 0.2525 | 18.7586 | 544 | 0.6946 | 0.6215 | 0.6946 | 0.8335 |
324
- | 0.2525 | 18.8276 | 546 | 0.6709 | 0.6283 | 0.6709 | 0.8191 |
325
- | 0.2525 | 18.8966 | 548 | 0.6557 | 0.6528 | 0.6557 | 0.8097 |
326
- | 0.2525 | 18.9655 | 550 | 0.6592 | 0.6528 | 0.6592 | 0.8119 |
327
- | 0.2525 | 19.0345 | 552 | 0.6643 | 0.6189 | 0.6643 | 0.8150 |
328
- | 0.2525 | 19.1034 | 554 | 0.6693 | 0.6176 | 0.6693 | 0.8181 |
329
- | 0.2525 | 19.1724 | 556 | 0.6684 | 0.6324 | 0.6684 | 0.8175 |
330
- | 0.2525 | 19.2414 | 558 | 0.6892 | 0.6391 | 0.6892 | 0.8302 |
331
- | 0.2525 | 19.3103 | 560 | 0.7126 | 0.6299 | 0.7126 | 0.8441 |
332
- | 0.2525 | 19.3793 | 562 | 0.6958 | 0.6132 | 0.6958 | 0.8342 |
333
- | 0.2525 | 19.4483 | 564 | 0.6891 | 0.6244 | 0.6891 | 0.8301 |
334
- | 0.2525 | 19.5172 | 566 | 0.6755 | 0.6074 | 0.6755 | 0.8219 |
335
- | 0.2525 | 19.5862 | 568 | 0.6952 | 0.6335 | 0.6952 | 0.8338 |
336
- | 0.2525 | 19.6552 | 570 | 0.7054 | 0.5898 | 0.7054 | 0.8399 |
337
- | 0.2525 | 19.7241 | 572 | 0.7122 | 0.5756 | 0.7122 | 0.8439 |
338
- | 0.2525 | 19.7931 | 574 | 0.7098 | 0.5012 | 0.7098 | 0.8425 |
339
- | 0.2525 | 19.8621 | 576 | 0.7195 | 0.4563 | 0.7195 | 0.8482 |
340
- | 0.2525 | 19.9310 | 578 | 0.7092 | 0.4826 | 0.7092 | 0.8422 |
341
- | 0.2525 | 20.0 | 580 | 0.6928 | 0.5676 | 0.6928 | 0.8323 |
342
- | 0.2525 | 20.0690 | 582 | 0.6940 | 0.6108 | 0.6940 | 0.8331 |
343
- | 0.2525 | 20.1379 | 584 | 0.6875 | 0.6641 | 0.6875 | 0.8292 |
344
- | 0.2525 | 20.2069 | 586 | 0.6934 | 0.6641 | 0.6934 | 0.8327 |
345
- | 0.2525 | 20.2759 | 588 | 0.7054 | 0.6163 | 0.7054 | 0.8399 |
346
- | 0.2525 | 20.3448 | 590 | 0.7008 | 0.5797 | 0.7008 | 0.8371 |
347
- | 0.2525 | 20.4138 | 592 | 0.6981 | 0.6641 | 0.6981 | 0.8355 |
348
- | 0.2525 | 20.4828 | 594 | 0.6979 | 0.6611 | 0.6979 | 0.8354 |
349
- | 0.2525 | 20.5517 | 596 | 0.6980 | 0.6557 | 0.6980 | 0.8355 |
350
- | 0.2525 | 20.6207 | 598 | 0.7096 | 0.6795 | 0.7096 | 0.8423 |
351
- | 0.2525 | 20.6897 | 600 | 0.7798 | 0.6483 | 0.7798 | 0.8831 |
352
- | 0.2525 | 20.7586 | 602 | 0.8087 | 0.6425 | 0.8087 | 0.8993 |
353
- | 0.2525 | 20.8276 | 604 | 0.7694 | 0.6457 | 0.7694 | 0.8771 |
354
- | 0.2525 | 20.8966 | 606 | 0.7093 | 0.6353 | 0.7093 | 0.8422 |
355
- | 0.2525 | 20.9655 | 608 | 0.6742 | 0.5801 | 0.6742 | 0.8211 |
356
- | 0.2525 | 21.0345 | 610 | 0.6844 | 0.6190 | 0.6844 | 0.8273 |
357
- | 0.2525 | 21.1034 | 612 | 0.6840 | 0.6154 | 0.6840 | 0.8270 |
358
- | 0.2525 | 21.1724 | 614 | 0.6685 | 0.5746 | 0.6685 | 0.8176 |
359
- | 0.2525 | 21.2414 | 616 | 0.6808 | 0.6338 | 0.6808 | 0.8251 |
360
- | 0.2525 | 21.3103 | 618 | 0.6905 | 0.6338 | 0.6905 | 0.8309 |
361
- | 0.2525 | 21.3793 | 620 | 0.6882 | 0.6809 | 0.6882 | 0.8296 |
362
- | 0.2525 | 21.4483 | 622 | 0.6938 | 0.6809 | 0.6938 | 0.8330 |
363
- | 0.2525 | 21.5172 | 624 | 0.7107 | 0.6239 | 0.7107 | 0.8431 |
364
- | 0.2525 | 21.5862 | 626 | 0.7139 | 0.6252 | 0.7139 | 0.8449 |
365
- | 0.2525 | 21.6552 | 628 | 0.7173 | 0.6239 | 0.7173 | 0.8469 |
366
- | 0.2525 | 21.7241 | 630 | 0.7035 | 0.6534 | 0.7035 | 0.8388 |
367
- | 0.2525 | 21.7931 | 632 | 0.7092 | 0.6611 | 0.7092 | 0.8422 |
368
- | 0.2525 | 21.8621 | 634 | 0.7206 | 0.6573 | 0.7206 | 0.8489 |
369
- | 0.2525 | 21.9310 | 636 | 0.7262 | 0.6573 | 0.7262 | 0.8522 |
370
- | 0.2525 | 22.0 | 638 | 0.7256 | 0.6341 | 0.7256 | 0.8518 |
371
- | 0.2525 | 22.0690 | 640 | 0.7145 | 0.5886 | 0.7145 | 0.8453 |
372
- | 0.2525 | 22.1379 | 642 | 0.7298 | 0.5648 | 0.7298 | 0.8543 |
373
- | 0.2525 | 22.2069 | 644 | 0.7534 | 0.5473 | 0.7534 | 0.8680 |
374
- | 0.2525 | 22.2759 | 646 | 0.7642 | 0.5451 | 0.7642 | 0.8742 |
375
- | 0.2525 | 22.3448 | 648 | 0.7507 | 0.5819 | 0.7507 | 0.8664 |
376
- | 0.2525 | 22.4138 | 650 | 0.7374 | 0.5819 | 0.7374 | 0.8587 |
377
- | 0.2525 | 22.4828 | 652 | 0.7355 | 0.6142 | 0.7355 | 0.8576 |
378
- | 0.2525 | 22.5517 | 654 | 0.7177 | 0.5451 | 0.7177 | 0.8471 |
379
- | 0.2525 | 22.6207 | 656 | 0.7046 | 0.5921 | 0.7046 | 0.8394 |
380
- | 0.2525 | 22.6897 | 658 | 0.7132 | 0.5562 | 0.7132 | 0.8445 |
381
- | 0.2525 | 22.7586 | 660 | 0.7659 | 0.5983 | 0.7659 | 0.8751 |
382
- | 0.2525 | 22.8276 | 662 | 0.8272 | 0.6142 | 0.8272 | 0.9095 |
383
- | 0.2525 | 22.8966 | 664 | 0.8678 | 0.6061 | 0.8678 | 0.9316 |
384
- | 0.2525 | 22.9655 | 666 | 0.8336 | 0.6061 | 0.8336 | 0.9130 |
385
- | 0.2525 | 23.0345 | 668 | 0.7549 | 0.5876 | 0.7549 | 0.8688 |
386
- | 0.2525 | 23.1034 | 670 | 0.6739 | 0.6089 | 0.6739 | 0.8209 |
387
- | 0.2525 | 23.1724 | 672 | 0.6379 | 0.6550 | 0.6379 | 0.7987 |
388
- | 0.2525 | 23.2414 | 674 | 0.6604 | 0.6272 | 0.6604 | 0.8126 |
389
- | 0.2525 | 23.3103 | 676 | 0.6891 | 0.5997 | 0.6891 | 0.8301 |
390
- | 0.2525 | 23.3793 | 678 | 0.6736 | 0.6272 | 0.6736 | 0.8207 |
391
- | 0.2525 | 23.4483 | 680 | 0.6531 | 0.6154 | 0.6531 | 0.8082 |
392
- | 0.2525 | 23.5172 | 682 | 0.6576 | 0.6906 | 0.6576 | 0.8109 |
393
- | 0.2525 | 23.5862 | 684 | 0.6791 | 0.5716 | 0.6791 | 0.8241 |
394
- | 0.2525 | 23.6552 | 686 | 0.6949 | 0.5552 | 0.6949 | 0.8336 |
395
- | 0.2525 | 23.7241 | 688 | 0.7094 | 0.5125 | 0.7094 | 0.8422 |
396
- | 0.2525 | 23.7931 | 690 | 0.7309 | 0.5526 | 0.7309 | 0.8549 |
397
- | 0.2525 | 23.8621 | 692 | 0.7574 | 0.5498 | 0.7574 | 0.8703 |
398
- | 0.2525 | 23.9310 | 694 | 0.7827 | 0.5331 | 0.7827 | 0.8847 |
399
 
400
 
401
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k10_task2_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_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k10_task2_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: 0.7558
19
+ - Qwk: 0.4912
20
+ - Mse: 0.7558
21
+ - Rmse: 0.8694
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0357 | 2 | 4.5778 | 0.0010 | 4.5778 | 2.1396 |
53
+ | No log | 0.0714 | 4 | 2.4450 | 0.0765 | 2.4450 | 1.5636 |
54
+ | No log | 0.1071 | 6 | 1.6082 | 0.0372 | 1.6082 | 1.2682 |
55
+ | No log | 0.1429 | 8 | 1.3722 | 0.0334 | 1.3722 | 1.1714 |
56
+ | No log | 0.1786 | 10 | 1.3714 | 0.1142 | 1.3714 | 1.1711 |
57
+ | No log | 0.2143 | 12 | 1.2132 | 0.1242 | 1.2132 | 1.1015 |
58
+ | No log | 0.25 | 14 | 1.3941 | 0.0639 | 1.3941 | 1.1807 |
59
+ | No log | 0.2857 | 16 | 2.0255 | -0.0015 | 2.0255 | 1.4232 |
60
+ | No log | 0.3214 | 18 | 2.1201 | 0.0519 | 2.1201 | 1.4561 |
61
+ | No log | 0.3571 | 20 | 1.5045 | 0.1143 | 1.5045 | 1.2266 |
62
+ | No log | 0.3929 | 22 | 1.3545 | 0.0596 | 1.3545 | 1.1638 |
63
+ | No log | 0.4286 | 24 | 1.3499 | 0.1322 | 1.3499 | 1.1619 |
64
+ | No log | 0.4643 | 26 | 1.5014 | 0.0766 | 1.5014 | 1.2253 |
65
+ | No log | 0.5 | 28 | 1.5386 | 0.1568 | 1.5386 | 1.2404 |
66
+ | No log | 0.5357 | 30 | 1.3324 | 0.2044 | 1.3324 | 1.1543 |
67
+ | No log | 0.5714 | 32 | 1.0973 | 0.3107 | 1.0973 | 1.0475 |
68
+ | No log | 0.6071 | 34 | 1.0543 | 0.3750 | 1.0543 | 1.0268 |
69
+ | No log | 0.6429 | 36 | 1.0674 | 0.3397 | 1.0674 | 1.0332 |
70
+ | No log | 0.6786 | 38 | 1.2272 | 0.2010 | 1.2272 | 1.1078 |
71
+ | No log | 0.7143 | 40 | 1.2214 | 0.1921 | 1.2214 | 1.1052 |
72
+ | No log | 0.75 | 42 | 0.9740 | 0.4098 | 0.9740 | 0.9869 |
73
+ | No log | 0.7857 | 44 | 0.9355 | 0.4158 | 0.9355 | 0.9672 |
74
+ | No log | 0.8214 | 46 | 0.9552 | 0.4730 | 0.9552 | 0.9773 |
75
+ | No log | 0.8571 | 48 | 1.2773 | 0.2201 | 1.2773 | 1.1302 |
76
+ | No log | 0.8929 | 50 | 1.6688 | 0.1621 | 1.6688 | 1.2918 |
77
+ | No log | 0.9286 | 52 | 1.6931 | 0.1439 | 1.6931 | 1.3012 |
78
+ | No log | 0.9643 | 54 | 1.3719 | 0.1674 | 1.3719 | 1.1713 |
79
+ | No log | 1.0 | 56 | 0.9093 | 0.5075 | 0.9093 | 0.9536 |
80
+ | No log | 1.0357 | 58 | 0.8299 | 0.5205 | 0.8299 | 0.9110 |
81
+ | No log | 1.0714 | 60 | 0.8695 | 0.5590 | 0.8695 | 0.9325 |
82
+ | No log | 1.1071 | 62 | 0.9272 | 0.4741 | 0.9272 | 0.9629 |
83
+ | No log | 1.1429 | 64 | 0.8679 | 0.4806 | 0.8679 | 0.9316 |
84
+ | No log | 1.1786 | 66 | 0.7978 | 0.4527 | 0.7978 | 0.8932 |
85
+ | No log | 1.2143 | 68 | 0.7971 | 0.4726 | 0.7971 | 0.8928 |
86
+ | No log | 1.25 | 70 | 0.8196 | 0.4599 | 0.8196 | 0.9053 |
87
+ | No log | 1.2857 | 72 | 0.8494 | 0.4534 | 0.8494 | 0.9217 |
88
+ | No log | 1.3214 | 74 | 0.9760 | 0.4578 | 0.9760 | 0.9879 |
89
+ | No log | 1.3571 | 76 | 0.9803 | 0.4713 | 0.9803 | 0.9901 |
90
+ | No log | 1.3929 | 78 | 0.9083 | 0.5190 | 0.9083 | 0.9531 |
91
+ | No log | 1.4286 | 80 | 0.8620 | 0.5756 | 0.8620 | 0.9285 |
92
+ | No log | 1.4643 | 82 | 0.9903 | 0.5328 | 0.9903 | 0.9951 |
93
+ | No log | 1.5 | 84 | 0.8667 | 0.5624 | 0.8667 | 0.9310 |
94
+ | No log | 1.5357 | 86 | 0.9548 | 0.5332 | 0.9548 | 0.9772 |
95
+ | No log | 1.5714 | 88 | 1.1931 | 0.3581 | 1.1931 | 1.0923 |
96
+ | No log | 1.6071 | 90 | 1.0565 | 0.4318 | 1.0565 | 1.0278 |
97
+ | No log | 1.6429 | 92 | 0.9490 | 0.4507 | 0.9490 | 0.9741 |
98
+ | No log | 1.6786 | 94 | 0.8892 | 0.4158 | 0.8892 | 0.9430 |
99
+ | No log | 1.7143 | 96 | 0.8714 | 0.3987 | 0.8714 | 0.9335 |
100
+ | No log | 1.75 | 98 | 0.8711 | 0.4916 | 0.8711 | 0.9333 |
101
+ | No log | 1.7857 | 100 | 1.0889 | 0.4352 | 1.0889 | 1.0435 |
102
+ | No log | 1.8214 | 102 | 1.0654 | 0.4352 | 1.0654 | 1.0322 |
103
+ | No log | 1.8571 | 104 | 0.8659 | 0.5387 | 0.8659 | 0.9306 |
104
+ | No log | 1.8929 | 106 | 0.8333 | 0.4440 | 0.8333 | 0.9128 |
105
+ | No log | 1.9286 | 108 | 0.8467 | 0.3811 | 0.8467 | 0.9202 |
106
+ | No log | 1.9643 | 110 | 0.8790 | 0.4681 | 0.8790 | 0.9376 |
107
+ | No log | 2.0 | 112 | 0.9509 | 0.4666 | 0.9509 | 0.9752 |
108
+ | No log | 2.0357 | 114 | 0.9465 | 0.5145 | 0.9465 | 0.9729 |
109
+ | No log | 2.0714 | 116 | 0.9613 | 0.5345 | 0.9613 | 0.9805 |
110
+ | No log | 2.1071 | 118 | 0.9997 | 0.5363 | 0.9997 | 0.9999 |
111
+ | No log | 2.1429 | 120 | 0.9446 | 0.5063 | 0.9446 | 0.9719 |
112
+ | No log | 2.1786 | 122 | 0.9464 | 0.4826 | 0.9464 | 0.9728 |
113
+ | No log | 2.2143 | 124 | 0.9405 | 0.4417 | 0.9405 | 0.9698 |
114
+ | No log | 2.25 | 126 | 0.9079 | 0.3550 | 0.9079 | 0.9529 |
115
+ | No log | 2.2857 | 128 | 0.8921 | 0.3804 | 0.8921 | 0.9445 |
116
+ | No log | 2.3214 | 130 | 0.8893 | 0.3590 | 0.8893 | 0.9430 |
117
+ | No log | 2.3571 | 132 | 0.8665 | 0.3812 | 0.8665 | 0.9309 |
118
+ | No log | 2.3929 | 134 | 0.8244 | 0.3938 | 0.8244 | 0.9080 |
119
+ | No log | 2.4286 | 136 | 0.8412 | 0.4 | 0.8412 | 0.9172 |
120
+ | No log | 2.4643 | 138 | 0.7699 | 0.5245 | 0.7699 | 0.8775 |
121
+ | No log | 2.5 | 140 | 0.7222 | 0.5984 | 0.7222 | 0.8498 |
122
+ | No log | 2.5357 | 142 | 0.7133 | 0.6151 | 0.7133 | 0.8446 |
123
+ | No log | 2.5714 | 144 | 0.7193 | 0.6411 | 0.7193 | 0.8481 |
124
+ | No log | 2.6071 | 146 | 0.7134 | 0.5946 | 0.7134 | 0.8446 |
125
+ | No log | 2.6429 | 148 | 0.7576 | 0.5463 | 0.7576 | 0.8704 |
126
+ | No log | 2.6786 | 150 | 0.8882 | 0.5279 | 0.8882 | 0.9424 |
127
+ | No log | 2.7143 | 152 | 0.9262 | 0.4974 | 0.9262 | 0.9624 |
128
+ | No log | 2.75 | 154 | 0.8774 | 0.4849 | 0.8774 | 0.9367 |
129
+ | No log | 2.7857 | 156 | 0.7534 | 0.5948 | 0.7534 | 0.8680 |
130
+ | No log | 2.8214 | 158 | 0.7920 | 0.6453 | 0.7920 | 0.8899 |
131
+ | No log | 2.8571 | 160 | 0.7940 | 0.6555 | 0.7940 | 0.8911 |
132
+ | No log | 2.8929 | 162 | 0.7593 | 0.5779 | 0.7593 | 0.8714 |
133
+ | No log | 2.9286 | 164 | 0.8036 | 0.5069 | 0.8036 | 0.8965 |
134
+ | No log | 2.9643 | 166 | 0.9394 | 0.5203 | 0.9394 | 0.9692 |
135
+ | No log | 3.0 | 168 | 0.9902 | 0.5111 | 0.9902 | 0.9951 |
136
+ | No log | 3.0357 | 170 | 0.8866 | 0.5258 | 0.8866 | 0.9416 |
137
+ | No log | 3.0714 | 172 | 0.7977 | 0.4465 | 0.7977 | 0.8932 |
138
+ | No log | 3.1071 | 174 | 0.7616 | 0.5262 | 0.7616 | 0.8727 |
139
+ | No log | 3.1429 | 176 | 0.7523 | 0.5262 | 0.7523 | 0.8673 |
140
+ | No log | 3.1786 | 178 | 0.7690 | 0.4400 | 0.7690 | 0.8769 |
141
+ | No log | 3.2143 | 180 | 0.7606 | 0.5085 | 0.7606 | 0.8721 |
142
+ | No log | 3.25 | 182 | 0.7944 | 0.4439 | 0.7944 | 0.8913 |
143
+ | No log | 3.2857 | 184 | 0.8523 | 0.4439 | 0.8523 | 0.9232 |
144
+ | No log | 3.3214 | 186 | 0.7964 | 0.4681 | 0.7964 | 0.8924 |
145
+ | No log | 3.3571 | 188 | 0.7900 | 0.4726 | 0.7900 | 0.8888 |
146
+ | No log | 3.3929 | 190 | 0.8061 | 0.4299 | 0.8061 | 0.8978 |
147
+ | No log | 3.4286 | 192 | 0.8879 | 0.4745 | 0.8879 | 0.9423 |
148
+ | No log | 3.4643 | 194 | 0.8293 | 0.4156 | 0.8293 | 0.9106 |
149
+ | No log | 3.5 | 196 | 0.7536 | 0.6049 | 0.7536 | 0.8681 |
150
+ | No log | 3.5357 | 198 | 0.7896 | 0.5899 | 0.7896 | 0.8886 |
151
+ | No log | 3.5714 | 200 | 0.7693 | 0.6409 | 0.7693 | 0.8771 |
152
+ | No log | 3.6071 | 202 | 0.7726 | 0.5342 | 0.7726 | 0.8790 |
153
+ | No log | 3.6429 | 204 | 0.8663 | 0.5203 | 0.8663 | 0.9308 |
154
+ | No log | 3.6786 | 206 | 0.9842 | 0.4627 | 0.9842 | 0.9921 |
155
+ | No log | 3.7143 | 208 | 0.9769 | 0.4627 | 0.9769 | 0.9884 |
156
+ | No log | 3.75 | 210 | 0.9286 | 0.5128 | 0.9286 | 0.9637 |
157
+ | No log | 3.7857 | 212 | 0.9094 | 0.5056 | 0.9094 | 0.9536 |
158
+ | No log | 3.8214 | 214 | 0.8821 | 0.5158 | 0.8821 | 0.9392 |
159
+ | No log | 3.8571 | 216 | 0.8609 | 0.4787 | 0.8609 | 0.9278 |
160
+ | No log | 3.8929 | 218 | 0.7918 | 0.4874 | 0.7918 | 0.8898 |
161
+ | No log | 3.9286 | 220 | 0.7363 | 0.5093 | 0.7363 | 0.8581 |
162
+ | No log | 3.9643 | 222 | 0.7219 | 0.5329 | 0.7219 | 0.8497 |
163
+ | No log | 4.0 | 224 | 0.7343 | 0.4912 | 0.7343 | 0.8569 |
164
+ | No log | 4.0357 | 226 | 0.7754 | 0.4772 | 0.7754 | 0.8806 |
165
+ | No log | 4.0714 | 228 | 0.7932 | 0.4772 | 0.7932 | 0.8906 |
166
+ | No log | 4.1071 | 230 | 0.8014 | 0.4434 | 0.8014 | 0.8952 |
167
+ | No log | 4.1429 | 232 | 0.7930 | 0.4434 | 0.7930 | 0.8905 |
168
+ | No log | 4.1786 | 234 | 0.8294 | 0.4957 | 0.8294 | 0.9107 |
169
+ | No log | 4.2143 | 236 | 0.8749 | 0.5065 | 0.8749 | 0.9354 |
170
+ | No log | 4.25 | 238 | 0.8099 | 0.4912 | 0.8099 | 0.8999 |
171
+ | No log | 4.2857 | 240 | 0.7474 | 0.4491 | 0.7474 | 0.8645 |
172
+ | No log | 4.3214 | 242 | 0.7309 | 0.5479 | 0.7309 | 0.8549 |
173
+ | No log | 4.3571 | 244 | 0.7440 | 0.4671 | 0.7440 | 0.8626 |
174
+ | No log | 4.3929 | 246 | 0.7711 | 0.5340 | 0.7711 | 0.8781 |
175
+ | No log | 4.4286 | 248 | 0.7096 | 0.5125 | 0.7096 | 0.8424 |
176
+ | No log | 4.4643 | 250 | 0.6867 | 0.5690 | 0.6867 | 0.8286 |
177
+ | No log | 4.5 | 252 | 0.7144 | 0.5869 | 0.7144 | 0.8452 |
178
+ | No log | 4.5357 | 254 | 0.8450 | 0.5360 | 0.8450 | 0.9192 |
179
+ | No log | 4.5714 | 256 | 0.8446 | 0.5156 | 0.8446 | 0.9190 |
180
+ | No log | 4.6071 | 258 | 0.9036 | 0.4928 | 0.9036 | 0.9506 |
181
+ | No log | 4.6429 | 260 | 0.8128 | 0.5256 | 0.8128 | 0.9016 |
182
+ | No log | 4.6786 | 262 | 0.7319 | 0.5563 | 0.7319 | 0.8555 |
183
+ | No log | 4.7143 | 264 | 0.7280 | 0.5810 | 0.7280 | 0.8532 |
184
+ | No log | 4.75 | 266 | 0.7397 | 0.5501 | 0.7397 | 0.8601 |
185
+ | No log | 4.7857 | 268 | 0.7485 | 0.5027 | 0.7485 | 0.8651 |
186
+ | No log | 4.8214 | 270 | 0.7735 | 0.4498 | 0.7735 | 0.8795 |
187
+ | No log | 4.8571 | 272 | 0.7765 | 0.4498 | 0.7765 | 0.8812 |
188
+ | No log | 4.8929 | 274 | 0.7807 | 0.4498 | 0.7807 | 0.8836 |
189
+ | No log | 4.9286 | 276 | 0.7847 | 0.4898 | 0.7847 | 0.8859 |
190
+ | No log | 4.9643 | 278 | 0.8400 | 0.4983 | 0.8400 | 0.9165 |
191
+ | No log | 5.0 | 280 | 0.8812 | 0.5313 | 0.8812 | 0.9387 |
192
+ | No log | 5.0357 | 282 | 0.8424 | 0.4785 | 0.8424 | 0.9178 |
193
+ | No log | 5.0714 | 284 | 0.8440 | 0.3974 | 0.8440 | 0.9187 |
194
+ | No log | 5.1071 | 286 | 0.8674 | 0.3960 | 0.8674 | 0.9313 |
195
+ | No log | 5.1429 | 288 | 0.8607 | 0.3960 | 0.8607 | 0.9277 |
196
+ | No log | 5.1786 | 290 | 0.8307 | 0.5308 | 0.8307 | 0.9114 |
197
+ | No log | 5.2143 | 292 | 0.8842 | 0.4940 | 0.8842 | 0.9403 |
198
+ | No log | 5.25 | 294 | 0.8957 | 0.5218 | 0.8957 | 0.9464 |
199
+ | No log | 5.2857 | 296 | 0.8417 | 0.4963 | 0.8417 | 0.9174 |
200
+ | No log | 5.3214 | 298 | 0.8304 | 0.4665 | 0.8304 | 0.9113 |
201
+ | No log | 5.3571 | 300 | 0.8410 | 0.3914 | 0.8410 | 0.9170 |
202
+ | No log | 5.3929 | 302 | 0.8308 | 0.3914 | 0.8308 | 0.9115 |
203
+ | No log | 5.4286 | 304 | 0.8157 | 0.4769 | 0.8157 | 0.9032 |
204
+ | No log | 5.4643 | 306 | 0.8228 | 0.4799 | 0.8228 | 0.9071 |
205
+ | No log | 5.5 | 308 | 0.8148 | 0.4983 | 0.8148 | 0.9027 |
206
+ | No log | 5.5357 | 310 | 0.7716 | 0.5192 | 0.7716 | 0.8784 |
207
+ | No log | 5.5714 | 312 | 0.7937 | 0.4681 | 0.7937 | 0.8909 |
208
+ | No log | 5.6071 | 314 | 0.8826 | 0.4660 | 0.8826 | 0.9395 |
209
+ | No log | 5.6429 | 316 | 0.8839 | 0.4764 | 0.8839 | 0.9401 |
210
+ | No log | 5.6786 | 318 | 0.7805 | 0.4681 | 0.7805 | 0.8835 |
211
+ | No log | 5.7143 | 320 | 0.7460 | 0.5351 | 0.7460 | 0.8637 |
212
+ | No log | 5.75 | 322 | 0.7572 | 0.5727 | 0.7572 | 0.8702 |
213
+ | No log | 5.7857 | 324 | 0.7604 | 0.5374 | 0.7604 | 0.8720 |
214
+ | No log | 5.8214 | 326 | 0.7944 | 0.4324 | 0.7944 | 0.8913 |
215
+ | No log | 5.8571 | 328 | 0.8412 | 0.4608 | 0.8412 | 0.9172 |
216
+ | No log | 5.8929 | 330 | 0.8793 | 0.4854 | 0.8793 | 0.9377 |
217
+ | No log | 5.9286 | 332 | 0.8342 | 0.4706 | 0.8342 | 0.9133 |
218
+ | No log | 5.9643 | 334 | 0.8121 | 0.5188 | 0.8121 | 0.9012 |
219
+ | No log | 6.0 | 336 | 0.8611 | 0.5576 | 0.8611 | 0.9280 |
220
+ | No log | 6.0357 | 338 | 0.8515 | 0.5576 | 0.8515 | 0.9228 |
221
+ | No log | 6.0714 | 340 | 0.8621 | 0.5574 | 0.8621 | 0.9285 |
222
+ | No log | 6.1071 | 342 | 0.8385 | 0.5796 | 0.8385 | 0.9157 |
223
+ | No log | 6.1429 | 344 | 0.7743 | 0.5837 | 0.7743 | 0.8800 |
224
+ | No log | 6.1786 | 346 | 0.7262 | 0.5738 | 0.7262 | 0.8521 |
225
+ | No log | 6.2143 | 348 | 0.7421 | 0.5439 | 0.7421 | 0.8614 |
226
+ | No log | 6.25 | 350 | 0.7658 | 0.5688 | 0.7658 | 0.8751 |
227
+ | No log | 6.2857 | 352 | 0.7940 | 0.5635 | 0.7940 | 0.8911 |
228
+ | No log | 6.3214 | 354 | 0.8124 | 0.5308 | 0.8124 | 0.9013 |
229
+ | No log | 6.3571 | 356 | 0.8373 | 0.4356 | 0.8373 | 0.9151 |
230
+ | No log | 6.3929 | 358 | 0.8406 | 0.4691 | 0.8406 | 0.9168 |
231
+ | No log | 6.4286 | 360 | 0.8433 | 0.4701 | 0.8433 | 0.9183 |
232
+ | No log | 6.4643 | 362 | 0.8499 | 0.3771 | 0.8499 | 0.9219 |
233
+ | No log | 6.5 | 364 | 0.8499 | 0.4663 | 0.8499 | 0.9219 |
234
+ | No log | 6.5357 | 366 | 0.8062 | 0.4724 | 0.8062 | 0.8979 |
235
+ | No log | 6.5714 | 368 | 0.8133 | 0.5684 | 0.8133 | 0.9018 |
236
+ | No log | 6.6071 | 370 | 0.8313 | 0.5712 | 0.8313 | 0.9117 |
237
+ | No log | 6.6429 | 372 | 0.7848 | 0.4898 | 0.7848 | 0.8859 |
238
+ | No log | 6.6786 | 374 | 0.7683 | 0.4780 | 0.7683 | 0.8765 |
239
+ | No log | 6.7143 | 376 | 0.7816 | 0.4512 | 0.7816 | 0.8841 |
240
+ | No log | 6.75 | 378 | 0.7797 | 0.4646 | 0.7797 | 0.8830 |
241
+ | No log | 6.7857 | 380 | 0.7831 | 0.4839 | 0.7831 | 0.8850 |
242
+ | No log | 6.8214 | 382 | 0.8271 | 0.4741 | 0.8271 | 0.9095 |
243
+ | No log | 6.8571 | 384 | 0.8742 | 0.5120 | 0.8742 | 0.9350 |
244
+ | No log | 6.8929 | 386 | 0.8088 | 0.4741 | 0.8088 | 0.8994 |
245
+ | No log | 6.9286 | 388 | 0.7804 | 0.5041 | 0.7804 | 0.8834 |
246
+ | No log | 6.9643 | 390 | 0.8043 | 0.5238 | 0.8043 | 0.8968 |
247
+ | No log | 7.0 | 392 | 0.8053 | 0.5190 | 0.8053 | 0.8974 |
248
+ | No log | 7.0357 | 394 | 0.8170 | 0.5524 | 0.8170 | 0.9039 |
249
+ | No log | 7.0714 | 396 | 0.8578 | 0.5887 | 0.8578 | 0.9262 |
250
+ | No log | 7.1071 | 398 | 0.8992 | 0.5366 | 0.8992 | 0.9483 |
251
+ | No log | 7.1429 | 400 | 0.8918 | 0.5670 | 0.8918 | 0.9444 |
252
+ | No log | 7.1786 | 402 | 0.8615 | 0.5856 | 0.8615 | 0.9282 |
253
+ | No log | 7.2143 | 404 | 0.8339 | 0.4690 | 0.8339 | 0.9132 |
254
+ | No log | 7.25 | 406 | 0.8332 | 0.4889 | 0.8332 | 0.9128 |
255
+ | No log | 7.2857 | 408 | 0.8341 | 0.4705 | 0.8341 | 0.9133 |
256
+ | No log | 7.3214 | 410 | 0.8388 | 0.4316 | 0.8388 | 0.9159 |
257
+ | No log | 7.3571 | 412 | 0.8508 | 0.4637 | 0.8508 | 0.9224 |
258
+ | No log | 7.3929 | 414 | 0.8485 | 0.4349 | 0.8485 | 0.9211 |
259
+ | No log | 7.4286 | 416 | 0.8576 | 0.4640 | 0.8576 | 0.9261 |
260
+ | No log | 7.4643 | 418 | 0.8694 | 0.4400 | 0.8694 | 0.9324 |
261
+ | No log | 7.5 | 420 | 0.8671 | 0.4297 | 0.8671 | 0.9312 |
262
+ | No log | 7.5357 | 422 | 0.8685 | 0.4075 | 0.8685 | 0.9320 |
263
+ | No log | 7.5714 | 424 | 0.8740 | 0.4570 | 0.8740 | 0.9349 |
264
+ | No log | 7.6071 | 426 | 0.8731 | 0.4648 | 0.8731 | 0.9344 |
265
+ | No log | 7.6429 | 428 | 0.8830 | 0.4885 | 0.8830 | 0.9397 |
266
+ | No log | 7.6786 | 430 | 0.8885 | 0.5219 | 0.8885 | 0.9426 |
267
+ | No log | 7.7143 | 432 | 0.8874 | 0.4368 | 0.8874 | 0.9420 |
268
+ | No log | 7.75 | 434 | 0.8700 | 0.3873 | 0.8700 | 0.9327 |
269
+ | No log | 7.7857 | 436 | 0.8842 | 0.3834 | 0.8842 | 0.9403 |
270
+ | No log | 7.8214 | 438 | 0.8960 | 0.4074 | 0.8960 | 0.9466 |
271
+ | No log | 7.8571 | 440 | 0.8613 | 0.4951 | 0.8613 | 0.9281 |
272
+ | No log | 7.8929 | 442 | 0.8464 | 0.4485 | 0.8464 | 0.9200 |
273
+ | No log | 7.9286 | 444 | 0.8568 | 0.5659 | 0.8568 | 0.9256 |
274
+ | No log | 7.9643 | 446 | 0.8417 | 0.5659 | 0.8417 | 0.9175 |
275
+ | No log | 8.0 | 448 | 0.8134 | 0.4994 | 0.8134 | 0.9019 |
276
+ | No log | 8.0357 | 450 | 0.8007 | 0.5365 | 0.8007 | 0.8948 |
277
+ | No log | 8.0714 | 452 | 0.8095 | 0.5406 | 0.8095 | 0.8997 |
278
+ | No log | 8.1071 | 454 | 0.7887 | 0.5220 | 0.7887 | 0.8881 |
279
+ | No log | 8.1429 | 456 | 0.7719 | 0.5621 | 0.7719 | 0.8786 |
280
+ | No log | 8.1786 | 458 | 0.7742 | 0.5581 | 0.7742 | 0.8799 |
281
+ | No log | 8.2143 | 460 | 0.7722 | 0.5581 | 0.7722 | 0.8787 |
282
+ | No log | 8.25 | 462 | 0.7726 | 0.5581 | 0.7726 | 0.8790 |
283
+ | No log | 8.2857 | 464 | 0.7708 | 0.5364 | 0.7708 | 0.8779 |
284
+ | No log | 8.3214 | 466 | 0.7740 | 0.5364 | 0.7740 | 0.8797 |
285
+ | No log | 8.3571 | 468 | 0.7727 | 0.5387 | 0.7727 | 0.8791 |
286
+ | No log | 8.3929 | 470 | 0.7720 | 0.5327 | 0.7720 | 0.8787 |
287
+ | No log | 8.4286 | 472 | 0.7598 | 0.5540 | 0.7598 | 0.8717 |
288
+ | No log | 8.4643 | 474 | 0.7565 | 0.5138 | 0.7565 | 0.8698 |
289
+ | No log | 8.5 | 476 | 0.7520 | 0.5138 | 0.7520 | 0.8672 |
290
+ | No log | 8.5357 | 478 | 0.7322 | 0.5343 | 0.7322 | 0.8557 |
291
+ | No log | 8.5714 | 480 | 0.7717 | 0.6500 | 0.7717 | 0.8785 |
292
+ | No log | 8.6071 | 482 | 0.8398 | 0.5987 | 0.8398 | 0.9164 |
293
+ | No log | 8.6429 | 484 | 0.8041 | 0.6008 | 0.8041 | 0.8967 |
294
+ | No log | 8.6786 | 486 | 0.7574 | 0.5408 | 0.7574 | 0.8703 |
295
+ | No log | 8.7143 | 488 | 0.7647 | 0.5125 | 0.7647 | 0.8744 |
296
+ | No log | 8.75 | 490 | 0.7868 | 0.5618 | 0.7868 | 0.8870 |
297
+ | No log | 8.7857 | 492 | 0.7642 | 0.5497 | 0.7642 | 0.8742 |
298
+ | No log | 8.8214 | 494 | 0.7556 | 0.5911 | 0.7556 | 0.8692 |
299
+ | No log | 8.8571 | 496 | 0.7716 | 0.6472 | 0.7716 | 0.8784 |
300
+ | No log | 8.8929 | 498 | 0.7850 | 0.6314 | 0.7850 | 0.8860 |
301
+ | 0.2444 | 8.9286 | 500 | 0.7844 | 0.6233 | 0.7844 | 0.8857 |
302
+ | 0.2444 | 8.9643 | 502 | 0.7547 | 0.5785 | 0.7547 | 0.8688 |
303
+ | 0.2444 | 9.0 | 504 | 0.7530 | 0.6085 | 0.7530 | 0.8677 |
304
+ | 0.2444 | 9.0357 | 506 | 0.7583 | 0.5291 | 0.7583 | 0.8708 |
305
+ | 0.2444 | 9.0714 | 508 | 0.7536 | 0.5266 | 0.7536 | 0.8681 |
306
+ | 0.2444 | 9.1071 | 510 | 0.7558 | 0.4912 | 0.7558 | 0.8694 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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308
 
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  ### Framework versions