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ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task2_organization

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bert
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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: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_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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- # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_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: 0.7048
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- - Qwk: 0.5125
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- - Mse: 0.7048
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- - Rmse: 0.8395
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  ## Model description
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@@ -49,261 +49,281 @@ 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 | 0.2857 | 2 | 4.4527 | -0.0276 | 4.4527 | 2.1101 |
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- | No log | 0.5714 | 4 | 2.3605 | -0.0052 | 2.3605 | 1.5364 |
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- | No log | 0.8571 | 6 | 1.1716 | 0.0 | 1.1716 | 1.0824 |
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- | No log | 1.1429 | 8 | 1.0729 | -0.0533 | 1.0729 | 1.0358 |
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- | No log | 1.4286 | 10 | 0.9076 | 0.1678 | 0.9076 | 0.9527 |
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- | No log | 1.7143 | 12 | 0.8231 | 0.1505 | 0.8231 | 0.9072 |
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- | No log | 2.0 | 14 | 0.8507 | 0.1365 | 0.8507 | 0.9223 |
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- | No log | 2.2857 | 16 | 0.8745 | 0.0860 | 0.8745 | 0.9351 |
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- | No log | 2.5714 | 18 | 0.9777 | 0.0723 | 0.9777 | 0.9888 |
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- | No log | 2.8571 | 20 | 0.9504 | 0.1188 | 0.9504 | 0.9749 |
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- | No log | 3.1429 | 22 | 0.8071 | 0.1255 | 0.8071 | 0.8984 |
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- | No log | 3.4286 | 24 | 0.7941 | 0.1195 | 0.7941 | 0.8911 |
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- | No log | 3.7143 | 26 | 0.7505 | 0.1786 | 0.7505 | 0.8663 |
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- | No log | 4.0 | 28 | 0.8210 | 0.2595 | 0.8210 | 0.9061 |
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- | No log | 4.2857 | 30 | 0.9214 | 0.1623 | 0.9214 | 0.9599 |
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- | No log | 4.5714 | 32 | 1.0349 | 0.0687 | 1.0349 | 1.0173 |
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- | No log | 4.8571 | 34 | 0.9523 | 0.1123 | 0.9523 | 0.9758 |
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- | No log | 5.1429 | 36 | 0.8400 | 0.2705 | 0.8400 | 0.9165 |
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- | No log | 5.4286 | 38 | 0.8461 | 0.2534 | 0.8461 | 0.9198 |
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- | No log | 5.7143 | 40 | 0.7768 | 0.2218 | 0.7768 | 0.8814 |
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- | No log | 6.0 | 42 | 0.7646 | 0.2292 | 0.7646 | 0.8744 |
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- | No log | 6.2857 | 44 | 0.7620 | 0.2990 | 0.7620 | 0.8729 |
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- | No log | 6.5714 | 46 | 0.8123 | 0.3617 | 0.8123 | 0.9013 |
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- | No log | 6.8571 | 48 | 0.9615 | 0.3194 | 0.9615 | 0.9805 |
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- | No log | 7.1429 | 50 | 1.3065 | 0.2295 | 1.3065 | 1.1430 |
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- | No log | 7.4286 | 52 | 0.9800 | 0.3373 | 0.9800 | 0.9899 |
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- | No log | 7.7143 | 54 | 0.6986 | 0.4667 | 0.6986 | 0.8358 |
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- | No log | 8.0 | 56 | 0.6637 | 0.4581 | 0.6637 | 0.8147 |
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- | No log | 8.2857 | 58 | 0.6777 | 0.4773 | 0.6777 | 0.8232 |
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- | No log | 8.5714 | 60 | 0.7692 | 0.4651 | 0.7692 | 0.8770 |
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- | No log | 8.8571 | 62 | 0.8731 | 0.3614 | 0.8731 | 0.9344 |
83
- | No log | 9.1429 | 64 | 0.7708 | 0.4487 | 0.7708 | 0.8780 |
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- | No log | 9.4286 | 66 | 0.6583 | 0.4685 | 0.6583 | 0.8114 |
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- | No log | 9.7143 | 68 | 0.7212 | 0.3951 | 0.7212 | 0.8492 |
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- | No log | 10.0 | 70 | 0.7656 | 0.5090 | 0.7656 | 0.8750 |
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- | No log | 10.2857 | 72 | 1.0675 | 0.3061 | 1.0675 | 1.0332 |
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- | No log | 10.5714 | 74 | 0.9348 | 0.4461 | 0.9348 | 0.9669 |
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- | No log | 10.8571 | 76 | 0.7579 | 0.5098 | 0.7579 | 0.8706 |
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- | No log | 11.1429 | 78 | 0.7284 | 0.4370 | 0.7284 | 0.8535 |
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- | No log | 11.4286 | 80 | 0.8398 | 0.4540 | 0.8398 | 0.9164 |
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- | No log | 11.7143 | 82 | 0.7445 | 0.4759 | 0.7445 | 0.8629 |
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- | No log | 12.0 | 84 | 0.6102 | 0.4679 | 0.6102 | 0.7812 |
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- | No log | 12.2857 | 86 | 0.6231 | 0.4567 | 0.6231 | 0.7894 |
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- | No log | 12.5714 | 88 | 0.6097 | 0.4249 | 0.6097 | 0.7809 |
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- | No log | 12.8571 | 90 | 0.6089 | 0.4177 | 0.6089 | 0.7803 |
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- | No log | 13.1429 | 92 | 0.6203 | 0.4309 | 0.6203 | 0.7876 |
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- | No log | 13.4286 | 94 | 0.6379 | 0.3566 | 0.6379 | 0.7987 |
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- | No log | 13.7143 | 96 | 0.7843 | 0.4532 | 0.7843 | 0.8856 |
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- | No log | 14.0 | 98 | 0.8643 | 0.4091 | 0.8643 | 0.9297 |
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- | No log | 14.2857 | 100 | 0.8060 | 0.4613 | 0.8060 | 0.8977 |
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- | No log | 14.5714 | 102 | 0.6940 | 0.4289 | 0.6940 | 0.8330 |
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- | No log | 14.8571 | 104 | 0.7744 | 0.4540 | 0.7744 | 0.8800 |
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- | No log | 15.1429 | 106 | 0.9055 | 0.4146 | 0.9055 | 0.9516 |
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- | No log | 15.4286 | 108 | 0.8448 | 0.4077 | 0.8448 | 0.9191 |
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- | No log | 15.7143 | 110 | 0.8142 | 0.4322 | 0.8142 | 0.9023 |
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- | No log | 16.0 | 112 | 0.9153 | 0.3898 | 0.9153 | 0.9567 |
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- | No log | 16.2857 | 114 | 0.8647 | 0.4014 | 0.8647 | 0.9299 |
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- | No log | 16.5714 | 116 | 0.7475 | 0.4491 | 0.7475 | 0.8646 |
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- | No log | 16.8571 | 118 | 0.7795 | 0.4119 | 0.7795 | 0.8829 |
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- | No log | 17.1429 | 120 | 0.7976 | 0.4566 | 0.7976 | 0.8931 |
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- | No log | 17.4286 | 122 | 0.8043 | 0.4421 | 0.8043 | 0.8968 |
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- | No log | 17.7143 | 124 | 0.8272 | 0.4509 | 0.8272 | 0.9095 |
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- | No log | 18.0 | 126 | 0.8385 | 0.4557 | 0.8385 | 0.9157 |
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- | No log | 18.2857 | 128 | 0.7624 | 0.4763 | 0.7624 | 0.8731 |
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- | No log | 18.5714 | 130 | 0.7410 | 0.4910 | 0.7410 | 0.8608 |
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- | No log | 18.8571 | 132 | 0.7542 | 0.4691 | 0.7542 | 0.8684 |
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- | No log | 19.1429 | 134 | 0.7511 | 0.4910 | 0.7511 | 0.8667 |
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- | No log | 19.4286 | 136 | 0.7392 | 0.4636 | 0.7392 | 0.8598 |
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- | No log | 19.7143 | 138 | 0.7038 | 0.4371 | 0.7038 | 0.8389 |
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- | No log | 20.0 | 140 | 0.7037 | 0.4255 | 0.7037 | 0.8389 |
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- | No log | 20.2857 | 142 | 0.7707 | 0.4198 | 0.7707 | 0.8779 |
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- | No log | 20.5714 | 144 | 0.7675 | 0.4045 | 0.7675 | 0.8761 |
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- | No log | 20.8571 | 146 | 0.6941 | 0.4209 | 0.6941 | 0.8331 |
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- | No log | 21.1429 | 148 | 0.6973 | 0.4764 | 0.6973 | 0.8351 |
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- | No log | 21.4286 | 150 | 0.6768 | 0.4732 | 0.6768 | 0.8227 |
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- | No log | 21.7143 | 152 | 0.6658 | 0.4869 | 0.6658 | 0.8159 |
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- | No log | 22.0 | 154 | 0.6799 | 0.4805 | 0.6799 | 0.8245 |
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- | No log | 22.2857 | 156 | 0.6453 | 0.5037 | 0.6453 | 0.8033 |
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- | No log | 22.5714 | 158 | 0.6520 | 0.4672 | 0.6520 | 0.8075 |
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- | No log | 22.8571 | 160 | 0.7031 | 0.4025 | 0.7031 | 0.8385 |
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- | No log | 23.1429 | 162 | 0.6978 | 0.4026 | 0.6978 | 0.8354 |
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- | No log | 23.4286 | 164 | 0.6425 | 0.4812 | 0.6425 | 0.8016 |
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- | No log | 23.7143 | 166 | 0.6448 | 0.4903 | 0.6448 | 0.8030 |
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- | No log | 24.0 | 168 | 0.6995 | 0.4703 | 0.6995 | 0.8363 |
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- | No log | 24.2857 | 170 | 0.7371 | 0.4511 | 0.7371 | 0.8586 |
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- | No log | 24.5714 | 172 | 0.6879 | 0.4337 | 0.6879 | 0.8294 |
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- | No log | 24.8571 | 174 | 0.6706 | 0.3870 | 0.6706 | 0.8189 |
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- | No log | 25.1429 | 176 | 0.6753 | 0.4201 | 0.6753 | 0.8218 |
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- | No log | 25.4286 | 178 | 0.6846 | 0.4477 | 0.6846 | 0.8274 |
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- | No log | 25.7143 | 180 | 0.6863 | 0.4960 | 0.6863 | 0.8284 |
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- | No log | 26.0 | 182 | 0.6889 | 0.5219 | 0.6889 | 0.8300 |
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- | No log | 26.2857 | 184 | 0.7073 | 0.4631 | 0.7073 | 0.8410 |
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- | No log | 26.5714 | 186 | 0.7038 | 0.4943 | 0.7038 | 0.8389 |
145
- | No log | 26.8571 | 188 | 0.7024 | 0.4636 | 0.7024 | 0.8381 |
146
- | No log | 27.1429 | 190 | 0.6983 | 0.4170 | 0.6983 | 0.8356 |
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- | No log | 27.4286 | 192 | 0.6289 | 0.4751 | 0.6289 | 0.7930 |
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- | No log | 27.7143 | 194 | 0.6010 | 0.4958 | 0.6010 | 0.7752 |
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- | No log | 28.0 | 196 | 0.6129 | 0.5337 | 0.6129 | 0.7829 |
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- | No log | 28.2857 | 198 | 0.6185 | 0.5077 | 0.6185 | 0.7864 |
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- | No log | 28.5714 | 200 | 0.6245 | 0.5183 | 0.6245 | 0.7903 |
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- | No log | 28.8571 | 202 | 0.6267 | 0.4965 | 0.6267 | 0.7917 |
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- | No log | 29.1429 | 204 | 0.6390 | 0.4537 | 0.6390 | 0.7994 |
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- | No log | 29.4286 | 206 | 0.6646 | 0.4037 | 0.6646 | 0.8153 |
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- | No log | 29.7143 | 208 | 0.6747 | 0.3947 | 0.6747 | 0.8214 |
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- | No log | 30.0 | 210 | 0.6668 | 0.3641 | 0.6668 | 0.8166 |
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- | No log | 30.2857 | 212 | 0.6740 | 0.3922 | 0.6740 | 0.8210 |
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- | No log | 30.5714 | 214 | 0.6870 | 0.4442 | 0.6870 | 0.8288 |
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- | No log | 30.8571 | 216 | 0.7245 | 0.5099 | 0.7245 | 0.8512 |
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- | No log | 31.1429 | 218 | 0.7410 | 0.5405 | 0.7410 | 0.8608 |
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- | No log | 31.4286 | 220 | 0.7282 | 0.5029 | 0.7282 | 0.8533 |
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- | No log | 31.7143 | 222 | 0.6883 | 0.4999 | 0.6883 | 0.8297 |
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- | No log | 32.0 | 224 | 0.6570 | 0.5320 | 0.6570 | 0.8105 |
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- | No log | 32.2857 | 226 | 0.6291 | 0.4774 | 0.6291 | 0.7932 |
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- | No log | 32.5714 | 228 | 0.6281 | 0.4476 | 0.6281 | 0.7925 |
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- | No log | 32.8571 | 230 | 0.6459 | 0.3947 | 0.6459 | 0.8036 |
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- | No log | 33.1429 | 232 | 0.6304 | 0.4190 | 0.6304 | 0.7940 |
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- | No log | 33.4286 | 234 | 0.6159 | 0.4169 | 0.6159 | 0.7848 |
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- | No log | 33.7143 | 236 | 0.6099 | 0.4205 | 0.6099 | 0.7810 |
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- | No log | 34.0 | 238 | 0.6218 | 0.4636 | 0.6218 | 0.7886 |
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- | No log | 34.2857 | 240 | 0.6475 | 0.4829 | 0.6475 | 0.8047 |
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- | No log | 34.5714 | 242 | 0.6973 | 0.5024 | 0.6973 | 0.8350 |
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- | No log | 34.8571 | 244 | 0.7091 | 0.5023 | 0.7091 | 0.8421 |
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- | No log | 35.1429 | 246 | 0.7199 | 0.4812 | 0.7199 | 0.8485 |
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- | No log | 35.4286 | 248 | 0.7020 | 0.4857 | 0.7020 | 0.8378 |
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- | No log | 35.7143 | 250 | 0.6784 | 0.5228 | 0.6784 | 0.8236 |
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- | No log | 36.0 | 252 | 0.6780 | 0.5106 | 0.6780 | 0.8234 |
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- | No log | 36.2857 | 254 | 0.6714 | 0.5253 | 0.6714 | 0.8194 |
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- | No log | 36.5714 | 256 | 0.6542 | 0.5158 | 0.6542 | 0.8088 |
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- | No log | 36.8571 | 258 | 0.6578 | 0.5038 | 0.6578 | 0.8110 |
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- | No log | 37.1429 | 260 | 0.6750 | 0.4980 | 0.6750 | 0.8216 |
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- | No log | 37.4286 | 262 | 0.6902 | 0.5297 | 0.6902 | 0.8308 |
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- | No log | 37.7143 | 264 | 0.6778 | 0.5287 | 0.6778 | 0.8233 |
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- | No log | 38.0 | 266 | 0.6857 | 0.4835 | 0.6857 | 0.8280 |
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- | No log | 38.2857 | 268 | 0.6912 | 0.4642 | 0.6912 | 0.8314 |
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- | No log | 38.5714 | 270 | 0.6682 | 0.5005 | 0.6682 | 0.8174 |
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- | No log | 38.8571 | 272 | 0.6712 | 0.4934 | 0.6712 | 0.8193 |
188
- | No log | 39.1429 | 274 | 0.6924 | 0.5050 | 0.6924 | 0.8321 |
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- | No log | 39.4286 | 276 | 0.6979 | 0.4928 | 0.6979 | 0.8354 |
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- | No log | 39.7143 | 278 | 0.6849 | 0.4594 | 0.6849 | 0.8276 |
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- | No log | 40.0 | 280 | 0.6729 | 0.4594 | 0.6729 | 0.8203 |
192
- | No log | 40.2857 | 282 | 0.6672 | 0.4866 | 0.6672 | 0.8168 |
193
- | No log | 40.5714 | 284 | 0.6701 | 0.4829 | 0.6701 | 0.8186 |
194
- | No log | 40.8571 | 286 | 0.6782 | 0.4882 | 0.6782 | 0.8235 |
195
- | No log | 41.1429 | 288 | 0.6791 | 0.5304 | 0.6791 | 0.8241 |
196
- | No log | 41.4286 | 290 | 0.6619 | 0.5162 | 0.6619 | 0.8136 |
197
- | No log | 41.7143 | 292 | 0.6504 | 0.4920 | 0.6504 | 0.8065 |
198
- | No log | 42.0 | 294 | 0.6429 | 0.5314 | 0.6429 | 0.8018 |
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- | No log | 42.2857 | 296 | 0.6113 | 0.5081 | 0.6113 | 0.7818 |
200
- | No log | 42.5714 | 298 | 0.6016 | 0.5081 | 0.6016 | 0.7757 |
201
- | No log | 42.8571 | 300 | 0.6055 | 0.5081 | 0.6055 | 0.7781 |
202
- | No log | 43.1429 | 302 | 0.6069 | 0.4750 | 0.6069 | 0.7790 |
203
- | No log | 43.4286 | 304 | 0.6190 | 0.4469 | 0.6190 | 0.7867 |
204
- | No log | 43.7143 | 306 | 0.6140 | 0.4469 | 0.6140 | 0.7836 |
205
- | No log | 44.0 | 308 | 0.6150 | 0.4462 | 0.6150 | 0.7842 |
206
- | No log | 44.2857 | 310 | 0.6270 | 0.4543 | 0.6270 | 0.7918 |
207
- | No log | 44.5714 | 312 | 0.6246 | 0.4908 | 0.6246 | 0.7903 |
208
- | No log | 44.8571 | 314 | 0.6247 | 0.5037 | 0.6247 | 0.7904 |
209
- | No log | 45.1429 | 316 | 0.6262 | 0.5231 | 0.6262 | 0.7913 |
210
- | No log | 45.4286 | 318 | 0.6301 | 0.5171 | 0.6301 | 0.7938 |
211
- | No log | 45.7143 | 320 | 0.6280 | 0.5077 | 0.6280 | 0.7925 |
212
- | No log | 46.0 | 322 | 0.6290 | 0.4966 | 0.6290 | 0.7931 |
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- | No log | 46.2857 | 324 | 0.6303 | 0.4959 | 0.6303 | 0.7939 |
214
- | No log | 46.5714 | 326 | 0.6405 | 0.4979 | 0.6405 | 0.8003 |
215
- | No log | 46.8571 | 328 | 0.6528 | 0.4737 | 0.6528 | 0.8080 |
216
- | No log | 47.1429 | 330 | 0.6761 | 0.4703 | 0.6761 | 0.8222 |
217
- | No log | 47.4286 | 332 | 0.6758 | 0.4094 | 0.6758 | 0.8221 |
218
- | No log | 47.7143 | 334 | 0.6784 | 0.4442 | 0.6784 | 0.8237 |
219
- | No log | 48.0 | 336 | 0.6869 | 0.4775 | 0.6869 | 0.8288 |
220
- | No log | 48.2857 | 338 | 0.6774 | 0.4873 | 0.6774 | 0.8230 |
221
- | No log | 48.5714 | 340 | 0.6692 | 0.4711 | 0.6692 | 0.8181 |
222
- | No log | 48.8571 | 342 | 0.6683 | 0.4974 | 0.6683 | 0.8175 |
223
- | No log | 49.1429 | 344 | 0.6745 | 0.4858 | 0.6745 | 0.8213 |
224
- | No log | 49.4286 | 346 | 0.6751 | 0.4890 | 0.6751 | 0.8216 |
225
- | No log | 49.7143 | 348 | 0.6582 | 0.4462 | 0.6582 | 0.8113 |
226
- | No log | 50.0 | 350 | 0.6299 | 0.4640 | 0.6299 | 0.7937 |
227
- | No log | 50.2857 | 352 | 0.6147 | 0.5088 | 0.6147 | 0.7840 |
228
- | No log | 50.5714 | 354 | 0.6157 | 0.5508 | 0.6157 | 0.7847 |
229
- | No log | 50.8571 | 356 | 0.6398 | 0.5542 | 0.6398 | 0.7998 |
230
- | No log | 51.1429 | 358 | 0.6685 | 0.5377 | 0.6685 | 0.8176 |
231
- | No log | 51.4286 | 360 | 0.6648 | 0.5730 | 0.6648 | 0.8154 |
232
- | No log | 51.7143 | 362 | 0.6455 | 0.5397 | 0.6455 | 0.8034 |
233
- | No log | 52.0 | 364 | 0.6540 | 0.5050 | 0.6540 | 0.8087 |
234
- | No log | 52.2857 | 366 | 0.6830 | 0.5018 | 0.6830 | 0.8264 |
235
- | No log | 52.5714 | 368 | 0.6904 | 0.4579 | 0.6904 | 0.8309 |
236
- | No log | 52.8571 | 370 | 0.6914 | 0.4579 | 0.6914 | 0.8315 |
237
- | No log | 53.1429 | 372 | 0.6806 | 0.4837 | 0.6806 | 0.8250 |
238
- | No log | 53.4286 | 374 | 0.6590 | 0.4651 | 0.6590 | 0.8118 |
239
- | No log | 53.7143 | 376 | 0.6509 | 0.4802 | 0.6509 | 0.8068 |
240
- | No log | 54.0 | 378 | 0.6651 | 0.5274 | 0.6651 | 0.8155 |
241
- | No log | 54.2857 | 380 | 0.6861 | 0.5393 | 0.6861 | 0.8283 |
242
- | No log | 54.5714 | 382 | 0.7019 | 0.5564 | 0.7019 | 0.8378 |
243
- | No log | 54.8571 | 384 | 0.7093 | 0.5144 | 0.7093 | 0.8422 |
244
- | No log | 55.1429 | 386 | 0.7151 | 0.4883 | 0.7151 | 0.8456 |
245
- | No log | 55.4286 | 388 | 0.7116 | 0.4857 | 0.7116 | 0.8435 |
246
- | No log | 55.7143 | 390 | 0.7013 | 0.4801 | 0.7013 | 0.8375 |
247
- | No log | 56.0 | 392 | 0.6857 | 0.4397 | 0.6857 | 0.8281 |
248
- | No log | 56.2857 | 394 | 0.6747 | 0.4269 | 0.6747 | 0.8214 |
249
- | No log | 56.5714 | 396 | 0.6701 | 0.4514 | 0.6701 | 0.8186 |
250
- | No log | 56.8571 | 398 | 0.6801 | 0.4403 | 0.6801 | 0.8247 |
251
- | No log | 57.1429 | 400 | 0.7012 | 0.4801 | 0.7012 | 0.8374 |
252
- | No log | 57.4286 | 402 | 0.7104 | 0.4791 | 0.7104 | 0.8429 |
253
- | No log | 57.7143 | 404 | 0.7075 | 0.4791 | 0.7075 | 0.8411 |
254
- | No log | 58.0 | 406 | 0.6955 | 0.4612 | 0.6955 | 0.8339 |
255
- | No log | 58.2857 | 408 | 0.6746 | 0.4491 | 0.6746 | 0.8213 |
256
- | No log | 58.5714 | 410 | 0.6635 | 0.4483 | 0.6635 | 0.8145 |
257
- | No log | 58.8571 | 412 | 0.6563 | 0.4498 | 0.6563 | 0.8101 |
258
- | No log | 59.1429 | 414 | 0.6487 | 0.4411 | 0.6487 | 0.8054 |
259
- | No log | 59.4286 | 416 | 0.6483 | 0.4552 | 0.6483 | 0.8052 |
260
- | No log | 59.7143 | 418 | 0.6531 | 0.4972 | 0.6531 | 0.8081 |
261
- | No log | 60.0 | 420 | 0.6619 | 0.4934 | 0.6619 | 0.8135 |
262
- | No log | 60.2857 | 422 | 0.6541 | 0.4934 | 0.6541 | 0.8088 |
263
- | No log | 60.5714 | 424 | 0.6467 | 0.4946 | 0.6467 | 0.8042 |
264
- | No log | 60.8571 | 426 | 0.6327 | 0.5318 | 0.6327 | 0.7954 |
265
- | No log | 61.1429 | 428 | 0.6271 | 0.4763 | 0.6271 | 0.7919 |
266
- | No log | 61.4286 | 430 | 0.6272 | 0.4731 | 0.6272 | 0.7920 |
267
- | No log | 61.7143 | 432 | 0.6247 | 0.4763 | 0.6247 | 0.7904 |
268
- | No log | 62.0 | 434 | 0.6217 | 0.4903 | 0.6217 | 0.7885 |
269
- | No log | 62.2857 | 436 | 0.6251 | 0.5071 | 0.6251 | 0.7906 |
270
- | No log | 62.5714 | 438 | 0.6364 | 0.4934 | 0.6364 | 0.7978 |
271
- | No log | 62.8571 | 440 | 0.6368 | 0.4908 | 0.6368 | 0.7980 |
272
- | No log | 63.1429 | 442 | 0.6287 | 0.5487 | 0.6287 | 0.7929 |
273
- | No log | 63.4286 | 444 | 0.6151 | 0.5427 | 0.6151 | 0.7843 |
274
- | No log | 63.7143 | 446 | 0.6120 | 0.5203 | 0.6120 | 0.7823 |
275
- | No log | 64.0 | 448 | 0.6117 | 0.5203 | 0.6117 | 0.7821 |
276
- | No log | 64.2857 | 450 | 0.6154 | 0.5331 | 0.6154 | 0.7845 |
277
- | No log | 64.5714 | 452 | 0.6148 | 0.5331 | 0.6148 | 0.7841 |
278
- | No log | 64.8571 | 454 | 0.6141 | 0.5636 | 0.6141 | 0.7837 |
279
- | No log | 65.1429 | 456 | 0.6168 | 0.5427 | 0.6168 | 0.7853 |
280
- | No log | 65.4286 | 458 | 0.6230 | 0.5590 | 0.6230 | 0.7893 |
281
- | No log | 65.7143 | 460 | 0.6277 | 0.5590 | 0.6277 | 0.7923 |
282
- | No log | 66.0 | 462 | 0.6226 | 0.5464 | 0.6226 | 0.7890 |
283
- | No log | 66.2857 | 464 | 0.6183 | 0.5469 | 0.6183 | 0.7863 |
284
- | No log | 66.5714 | 466 | 0.6232 | 0.5415 | 0.6232 | 0.7895 |
285
- | No log | 66.8571 | 468 | 0.6288 | 0.5638 | 0.6288 | 0.7930 |
286
- | No log | 67.1429 | 470 | 0.6328 | 0.5640 | 0.6328 | 0.7955 |
287
- | No log | 67.4286 | 472 | 0.6338 | 0.5298 | 0.6338 | 0.7961 |
288
- | No log | 67.7143 | 474 | 0.6361 | 0.5024 | 0.6361 | 0.7975 |
289
- | No log | 68.0 | 476 | 0.6500 | 0.5244 | 0.6500 | 0.8062 |
290
- | No log | 68.2857 | 478 | 0.6669 | 0.5512 | 0.6669 | 0.8166 |
291
- | No log | 68.5714 | 480 | 0.6703 | 0.5056 | 0.6703 | 0.8187 |
292
- | No log | 68.8571 | 482 | 0.6599 | 0.5051 | 0.6599 | 0.8124 |
293
- | No log | 69.1429 | 484 | 0.6550 | 0.5287 | 0.6550 | 0.8093 |
294
- | No log | 69.4286 | 486 | 0.6459 | 0.5260 | 0.6459 | 0.8037 |
295
- | No log | 69.7143 | 488 | 0.6431 | 0.4998 | 0.6431 | 0.8020 |
296
- | No log | 70.0 | 490 | 0.6438 | 0.4998 | 0.6438 | 0.8024 |
297
- | No log | 70.2857 | 492 | 0.6457 | 0.5083 | 0.6457 | 0.8035 |
298
- | No log | 70.5714 | 494 | 0.6493 | 0.5069 | 0.6493 | 0.8058 |
299
- | No log | 70.8571 | 496 | 0.6521 | 0.53 | 0.6521 | 0.8075 |
300
- | No log | 71.1429 | 498 | 0.6551 | 0.5316 | 0.6551 | 0.8094 |
301
- | 0.2208 | 71.4286 | 500 | 0.6666 | 0.5421 | 0.6666 | 0.8165 |
302
- | 0.2208 | 71.7143 | 502 | 0.6890 | 0.5393 | 0.6890 | 0.8301 |
303
- | 0.2208 | 72.0 | 504 | 0.7101 | 0.5003 | 0.7101 | 0.8427 |
304
- | 0.2208 | 72.2857 | 506 | 0.7192 | 0.5080 | 0.7192 | 0.8480 |
305
- | 0.2208 | 72.5714 | 508 | 0.7187 | 0.5182 | 0.7187 | 0.8478 |
306
- | 0.2208 | 72.8571 | 510 | 0.7048 | 0.5125 | 0.7048 | 0.8395 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_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
+ # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_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: 0.5740
19
+ - Qwk: 0.5582
20
+ - Mse: 0.5740
21
+ - Rmse: 0.7577
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1538 | 2 | 4.3166 | -0.0182 | 4.3166 | 2.0776 |
53
+ | No log | 0.3077 | 4 | 2.0843 | 0.0215 | 2.0843 | 1.4437 |
54
+ | No log | 0.4615 | 6 | 1.1484 | -0.0111 | 1.1484 | 1.0716 |
55
+ | No log | 0.6154 | 8 | 0.8337 | 0.1201 | 0.8337 | 0.9131 |
56
+ | No log | 0.7692 | 10 | 0.8068 | 0.2451 | 0.8068 | 0.8982 |
57
+ | No log | 0.9231 | 12 | 1.0199 | -0.0335 | 1.0199 | 1.0099 |
58
+ | No log | 1.0769 | 14 | 1.5561 | 0.1011 | 1.5561 | 1.2474 |
59
+ | No log | 1.2308 | 16 | 1.2655 | 0.0262 | 1.2655 | 1.1249 |
60
+ | No log | 1.3846 | 18 | 0.9307 | 0.1798 | 0.9307 | 0.9647 |
61
+ | No log | 1.5385 | 20 | 0.9386 | 0.1789 | 0.9386 | 0.9688 |
62
+ | No log | 1.6923 | 22 | 0.9229 | 0.2181 | 0.9229 | 0.9607 |
63
+ | No log | 1.8462 | 24 | 0.7977 | 0.2641 | 0.7977 | 0.8931 |
64
+ | No log | 2.0 | 26 | 0.6855 | 0.3686 | 0.6855 | 0.8279 |
65
+ | No log | 2.1538 | 28 | 0.6591 | 0.3407 | 0.6591 | 0.8119 |
66
+ | No log | 2.3077 | 30 | 0.7682 | 0.2751 | 0.7682 | 0.8765 |
67
+ | No log | 2.4615 | 32 | 1.0704 | 0.1400 | 1.0704 | 1.0346 |
68
+ | No log | 2.6154 | 34 | 1.0220 | 0.2000 | 1.0220 | 1.0110 |
69
+ | No log | 2.7692 | 36 | 0.7401 | 0.2859 | 0.7401 | 0.8603 |
70
+ | No log | 2.9231 | 38 | 0.6803 | 0.3668 | 0.6803 | 0.8248 |
71
+ | No log | 3.0769 | 40 | 0.6391 | 0.3655 | 0.6391 | 0.7994 |
72
+ | No log | 3.2308 | 42 | 0.6932 | 0.3668 | 0.6932 | 0.8326 |
73
+ | No log | 3.3846 | 44 | 0.8723 | 0.3535 | 0.8723 | 0.9340 |
74
+ | No log | 3.5385 | 46 | 0.8235 | 0.4066 | 0.8235 | 0.9075 |
75
+ | No log | 3.6923 | 48 | 0.7124 | 0.4085 | 0.7124 | 0.8440 |
76
+ | No log | 3.8462 | 50 | 0.8337 | 0.3710 | 0.8337 | 0.9131 |
77
+ | No log | 4.0 | 52 | 1.2769 | 0.3200 | 1.2769 | 1.1300 |
78
+ | No log | 4.1538 | 54 | 1.3296 | 0.2698 | 1.3296 | 1.1531 |
79
+ | No log | 4.3077 | 56 | 0.8080 | 0.4030 | 0.8080 | 0.8989 |
80
+ | No log | 4.4615 | 58 | 0.5909 | 0.5832 | 0.5909 | 0.7687 |
81
+ | No log | 4.6154 | 60 | 0.6067 | 0.5297 | 0.6067 | 0.7789 |
82
+ | No log | 4.7692 | 62 | 0.7153 | 0.4580 | 0.7153 | 0.8458 |
83
+ | No log | 4.9231 | 64 | 1.0223 | 0.2693 | 1.0223 | 1.0111 |
84
+ | No log | 5.0769 | 66 | 1.0004 | 0.2956 | 1.0004 | 1.0002 |
85
+ | No log | 5.2308 | 68 | 0.8143 | 0.4005 | 0.8143 | 0.9024 |
86
+ | No log | 5.3846 | 70 | 0.6096 | 0.4791 | 0.6096 | 0.7808 |
87
+ | No log | 5.5385 | 72 | 0.5470 | 0.5367 | 0.5470 | 0.7396 |
88
+ | No log | 5.6923 | 74 | 0.5499 | 0.5348 | 0.5499 | 0.7416 |
89
+ | No log | 5.8462 | 76 | 0.5558 | 0.5932 | 0.5558 | 0.7455 |
90
+ | No log | 6.0 | 78 | 0.5468 | 0.6171 | 0.5468 | 0.7395 |
91
+ | No log | 6.1538 | 80 | 0.5554 | 0.5755 | 0.5554 | 0.7453 |
92
+ | No log | 6.3077 | 82 | 0.6464 | 0.5197 | 0.6464 | 0.8040 |
93
+ | No log | 6.4615 | 84 | 0.6717 | 0.5045 | 0.6717 | 0.8196 |
94
+ | No log | 6.6154 | 86 | 0.6752 | 0.5394 | 0.6752 | 0.8217 |
95
+ | No log | 6.7692 | 88 | 0.6191 | 0.5860 | 0.6191 | 0.7869 |
96
+ | No log | 6.9231 | 90 | 0.7234 | 0.5735 | 0.7234 | 0.8505 |
97
+ | No log | 7.0769 | 92 | 0.8108 | 0.5761 | 0.8108 | 0.9004 |
98
+ | No log | 7.2308 | 94 | 0.8017 | 0.5777 | 0.8017 | 0.8954 |
99
+ | No log | 7.3846 | 96 | 0.7130 | 0.5655 | 0.7130 | 0.8444 |
100
+ | No log | 7.5385 | 98 | 0.7170 | 0.5353 | 0.7170 | 0.8468 |
101
+ | No log | 7.6923 | 100 | 0.6341 | 0.5730 | 0.6341 | 0.7963 |
102
+ | No log | 7.8462 | 102 | 0.5881 | 0.6089 | 0.5881 | 0.7669 |
103
+ | No log | 8.0 | 104 | 0.6092 | 0.5540 | 0.6092 | 0.7805 |
104
+ | No log | 8.1538 | 106 | 0.5621 | 0.5972 | 0.5621 | 0.7498 |
105
+ | No log | 8.3077 | 108 | 0.8307 | 0.4650 | 0.8307 | 0.9114 |
106
+ | No log | 8.4615 | 110 | 1.3354 | 0.3244 | 1.3354 | 1.1556 |
107
+ | No log | 8.6154 | 112 | 1.2251 | 0.3359 | 1.2251 | 1.1068 |
108
+ | No log | 8.7692 | 114 | 0.8733 | 0.4380 | 0.8733 | 0.9345 |
109
+ | No log | 8.9231 | 116 | 0.6120 | 0.5583 | 0.6120 | 0.7823 |
110
+ | No log | 9.0769 | 118 | 0.5930 | 0.5968 | 0.5930 | 0.7701 |
111
+ | No log | 9.2308 | 120 | 0.5794 | 0.5719 | 0.5794 | 0.7612 |
112
+ | No log | 9.3846 | 122 | 0.6149 | 0.5502 | 0.6149 | 0.7841 |
113
+ | No log | 9.5385 | 124 | 0.6253 | 0.5717 | 0.6253 | 0.7908 |
114
+ | No log | 9.6923 | 126 | 0.5867 | 0.5679 | 0.5867 | 0.7660 |
115
+ | No log | 9.8462 | 128 | 0.5932 | 0.5733 | 0.5932 | 0.7702 |
116
+ | No log | 10.0 | 130 | 0.7043 | 0.4465 | 0.7043 | 0.8393 |
117
+ | No log | 10.1538 | 132 | 0.6316 | 0.5452 | 0.6316 | 0.7947 |
118
+ | No log | 10.3077 | 134 | 0.5982 | 0.5152 | 0.5982 | 0.7734 |
119
+ | No log | 10.4615 | 136 | 0.5870 | 0.5662 | 0.5870 | 0.7661 |
120
+ | No log | 10.6154 | 138 | 0.6379 | 0.4895 | 0.6379 | 0.7987 |
121
+ | No log | 10.7692 | 140 | 0.6773 | 0.4741 | 0.6773 | 0.8230 |
122
+ | No log | 10.9231 | 142 | 0.6862 | 0.5269 | 0.6862 | 0.8284 |
123
+ | No log | 11.0769 | 144 | 0.6109 | 0.5259 | 0.6109 | 0.7816 |
124
+ | No log | 11.2308 | 146 | 0.5930 | 0.5385 | 0.5930 | 0.7700 |
125
+ | No log | 11.3846 | 148 | 0.6006 | 0.5508 | 0.6006 | 0.7750 |
126
+ | No log | 11.5385 | 150 | 0.5931 | 0.5467 | 0.5931 | 0.7702 |
127
+ | No log | 11.6923 | 152 | 0.6110 | 0.5613 | 0.6110 | 0.7816 |
128
+ | No log | 11.8462 | 154 | 0.6326 | 0.5724 | 0.6326 | 0.7954 |
129
+ | No log | 12.0 | 156 | 0.6190 | 0.5190 | 0.6190 | 0.7868 |
130
+ | No log | 12.1538 | 158 | 0.6447 | 0.5518 | 0.6447 | 0.8029 |
131
+ | No log | 12.3077 | 160 | 0.6761 | 0.5431 | 0.6761 | 0.8223 |
132
+ | No log | 12.4615 | 162 | 0.7183 | 0.5674 | 0.7183 | 0.8475 |
133
+ | No log | 12.6154 | 164 | 0.7084 | 0.5660 | 0.7084 | 0.8417 |
134
+ | No log | 12.7692 | 166 | 0.7161 | 0.5152 | 0.7161 | 0.8462 |
135
+ | No log | 12.9231 | 168 | 0.7082 | 0.5103 | 0.7082 | 0.8415 |
136
+ | No log | 13.0769 | 170 | 0.7004 | 0.5039 | 0.7004 | 0.8369 |
137
+ | No log | 13.2308 | 172 | 0.6535 | 0.5201 | 0.6535 | 0.8084 |
138
+ | No log | 13.3846 | 174 | 0.6000 | 0.5540 | 0.6000 | 0.7746 |
139
+ | No log | 13.5385 | 176 | 0.5964 | 0.5259 | 0.5964 | 0.7723 |
140
+ | No log | 13.6923 | 178 | 0.6162 | 0.5313 | 0.6162 | 0.7850 |
141
+ | No log | 13.8462 | 180 | 0.6061 | 0.5447 | 0.6061 | 0.7785 |
142
+ | No log | 14.0 | 182 | 0.6111 | 0.5808 | 0.6111 | 0.7817 |
143
+ | No log | 14.1538 | 184 | 0.6116 | 0.6021 | 0.6116 | 0.7821 |
144
+ | No log | 14.3077 | 186 | 0.6198 | 0.5753 | 0.6198 | 0.7873 |
145
+ | No log | 14.4615 | 188 | 0.6357 | 0.5907 | 0.6357 | 0.7973 |
146
+ | No log | 14.6154 | 190 | 0.6446 | 0.5628 | 0.6446 | 0.8029 |
147
+ | No log | 14.7692 | 192 | 0.6561 | 0.5915 | 0.6561 | 0.8100 |
148
+ | No log | 14.9231 | 194 | 0.6590 | 0.5754 | 0.6590 | 0.8118 |
149
+ | No log | 15.0769 | 196 | 0.6613 | 0.5851 | 0.6613 | 0.8132 |
150
+ | No log | 15.2308 | 198 | 0.6526 | 0.5872 | 0.6526 | 0.8078 |
151
+ | No log | 15.3846 | 200 | 0.6648 | 0.4991 | 0.6648 | 0.8153 |
152
+ | No log | 15.5385 | 202 | 0.6105 | 0.5499 | 0.6105 | 0.7814 |
153
+ | No log | 15.6923 | 204 | 0.5950 | 0.5757 | 0.5950 | 0.7713 |
154
+ | No log | 15.8462 | 206 | 0.5680 | 0.5560 | 0.5680 | 0.7537 |
155
+ | No log | 16.0 | 208 | 0.5635 | 0.5767 | 0.5635 | 0.7507 |
156
+ | No log | 16.1538 | 210 | 0.5725 | 0.5560 | 0.5725 | 0.7566 |
157
+ | No log | 16.3077 | 212 | 0.5931 | 0.5540 | 0.5931 | 0.7701 |
158
+ | No log | 16.4615 | 214 | 0.6073 | 0.5488 | 0.6073 | 0.7793 |
159
+ | No log | 16.6154 | 216 | 0.6170 | 0.6094 | 0.6170 | 0.7855 |
160
+ | No log | 16.7692 | 218 | 0.6059 | 0.5442 | 0.6059 | 0.7784 |
161
+ | No log | 16.9231 | 220 | 0.5896 | 0.5476 | 0.5896 | 0.7679 |
162
+ | No log | 17.0769 | 222 | 0.5934 | 0.5965 | 0.5934 | 0.7703 |
163
+ | No log | 17.2308 | 224 | 0.6235 | 0.5323 | 0.6235 | 0.7896 |
164
+ | No log | 17.3846 | 226 | 0.5803 | 0.5832 | 0.5803 | 0.7618 |
165
+ | No log | 17.5385 | 228 | 0.5612 | 0.6000 | 0.5612 | 0.7491 |
166
+ | No log | 17.6923 | 230 | 0.5804 | 0.5609 | 0.5804 | 0.7619 |
167
+ | No log | 17.8462 | 232 | 0.5921 | 0.6033 | 0.5921 | 0.7695 |
168
+ | No log | 18.0 | 234 | 0.6493 | 0.5634 | 0.6493 | 0.8058 |
169
+ | No log | 18.1538 | 236 | 0.7160 | 0.5595 | 0.7160 | 0.8462 |
170
+ | No log | 18.3077 | 238 | 0.6602 | 0.5634 | 0.6602 | 0.8125 |
171
+ | No log | 18.4615 | 240 | 0.6085 | 0.5958 | 0.6085 | 0.7801 |
172
+ | No log | 18.6154 | 242 | 0.6087 | 0.5420 | 0.6087 | 0.7802 |
173
+ | No log | 18.7692 | 244 | 0.6068 | 0.5570 | 0.6068 | 0.7790 |
174
+ | No log | 18.9231 | 246 | 0.5978 | 0.6000 | 0.5978 | 0.7732 |
175
+ | No log | 19.0769 | 248 | 0.6424 | 0.6101 | 0.6424 | 0.8015 |
176
+ | No log | 19.2308 | 250 | 0.6373 | 0.6100 | 0.6373 | 0.7983 |
177
+ | No log | 19.3846 | 252 | 0.6111 | 0.5689 | 0.6111 | 0.7817 |
178
+ | No log | 19.5385 | 254 | 0.5998 | 0.5420 | 0.5998 | 0.7745 |
179
+ | No log | 19.6923 | 256 | 0.5785 | 0.5875 | 0.5785 | 0.7606 |
180
+ | No log | 19.8462 | 258 | 0.5633 | 0.5816 | 0.5633 | 0.7505 |
181
+ | No log | 20.0 | 260 | 0.5699 | 0.5528 | 0.5699 | 0.7549 |
182
+ | No log | 20.1538 | 262 | 0.5742 | 0.5588 | 0.5742 | 0.7577 |
183
+ | No log | 20.3077 | 264 | 0.5676 | 0.5675 | 0.5676 | 0.7534 |
184
+ | No log | 20.4615 | 266 | 0.5787 | 0.5845 | 0.5787 | 0.7607 |
185
+ | No log | 20.6154 | 268 | 0.5854 | 0.5794 | 0.5854 | 0.7651 |
186
+ | No log | 20.7692 | 270 | 0.6018 | 0.5732 | 0.6018 | 0.7758 |
187
+ | No log | 20.9231 | 272 | 0.6101 | 0.5748 | 0.6101 | 0.7811 |
188
+ | No log | 21.0769 | 274 | 0.5999 | 0.5634 | 0.5999 | 0.7745 |
189
+ | No log | 21.2308 | 276 | 0.5755 | 0.6004 | 0.5755 | 0.7586 |
190
+ | No log | 21.3846 | 278 | 0.5764 | 0.5927 | 0.5764 | 0.7592 |
191
+ | No log | 21.5385 | 280 | 0.5695 | 0.5991 | 0.5695 | 0.7547 |
192
+ | No log | 21.6923 | 282 | 0.6902 | 0.4982 | 0.6902 | 0.8308 |
193
+ | No log | 21.8462 | 284 | 0.7838 | 0.4876 | 0.7838 | 0.8853 |
194
+ | No log | 22.0 | 286 | 0.7335 | 0.4734 | 0.7335 | 0.8565 |
195
+ | No log | 22.1538 | 288 | 0.6043 | 0.5569 | 0.6043 | 0.7774 |
196
+ | No log | 22.3077 | 290 | 0.6099 | 0.5291 | 0.6099 | 0.7809 |
197
+ | No log | 22.4615 | 292 | 0.6723 | 0.4971 | 0.6723 | 0.8199 |
198
+ | No log | 22.6154 | 294 | 0.6206 | 0.5386 | 0.6206 | 0.7878 |
199
+ | No log | 22.7692 | 296 | 0.5784 | 0.6049 | 0.5784 | 0.7605 |
200
+ | No log | 22.9231 | 298 | 0.5803 | 0.5932 | 0.5803 | 0.7618 |
201
+ | No log | 23.0769 | 300 | 0.6113 | 0.5722 | 0.6113 | 0.7819 |
202
+ | No log | 23.2308 | 302 | 0.5996 | 0.5705 | 0.5996 | 0.7743 |
203
+ | No log | 23.3846 | 304 | 0.5707 | 0.5658 | 0.5707 | 0.7554 |
204
+ | No log | 23.5385 | 306 | 0.5790 | 0.5681 | 0.5790 | 0.7609 |
205
+ | No log | 23.6923 | 308 | 0.6174 | 0.5710 | 0.6174 | 0.7857 |
206
+ | No log | 23.8462 | 310 | 0.6609 | 0.5311 | 0.6609 | 0.8130 |
207
+ | No log | 24.0 | 312 | 0.6601 | 0.5451 | 0.6601 | 0.8125 |
208
+ | No log | 24.1538 | 314 | 0.6304 | 0.5961 | 0.6304 | 0.7940 |
209
+ | No log | 24.3077 | 316 | 0.6300 | 0.5864 | 0.6300 | 0.7937 |
210
+ | No log | 24.4615 | 318 | 0.6495 | 0.5864 | 0.6495 | 0.8059 |
211
+ | No log | 24.6154 | 320 | 0.6751 | 0.5954 | 0.6751 | 0.8216 |
212
+ | No log | 24.7692 | 322 | 0.6698 | 0.5630 | 0.6698 | 0.8184 |
213
+ | No log | 24.9231 | 324 | 0.6769 | 0.5499 | 0.6769 | 0.8227 |
214
+ | No log | 25.0769 | 326 | 0.6889 | 0.5903 | 0.6889 | 0.8300 |
215
+ | No log | 25.2308 | 328 | 0.8172 | 0.4687 | 0.8172 | 0.9040 |
216
+ | No log | 25.3846 | 330 | 0.9111 | 0.4532 | 0.9111 | 0.9545 |
217
+ | No log | 25.5385 | 332 | 0.8508 | 0.4682 | 0.8508 | 0.9224 |
218
+ | No log | 25.6923 | 334 | 0.7333 | 0.5726 | 0.7333 | 0.8563 |
219
+ | No log | 25.8462 | 336 | 0.7399 | 0.5431 | 0.7399 | 0.8602 |
220
+ | No log | 26.0 | 338 | 0.7518 | 0.5606 | 0.7518 | 0.8671 |
221
+ | No log | 26.1538 | 340 | 0.7097 | 0.5436 | 0.7097 | 0.8424 |
222
+ | No log | 26.3077 | 342 | 0.6625 | 0.5542 | 0.6625 | 0.8139 |
223
+ | No log | 26.4615 | 344 | 0.6316 | 0.5701 | 0.6316 | 0.7947 |
224
+ | No log | 26.6154 | 346 | 0.6173 | 0.5787 | 0.6173 | 0.7857 |
225
+ | No log | 26.7692 | 348 | 0.6029 | 0.5901 | 0.6029 | 0.7765 |
226
+ | No log | 26.9231 | 350 | 0.6030 | 0.5907 | 0.6030 | 0.7765 |
227
+ | No log | 27.0769 | 352 | 0.6197 | 0.5912 | 0.6197 | 0.7872 |
228
+ | No log | 27.2308 | 354 | 0.6146 | 0.6004 | 0.6146 | 0.7839 |
229
+ | No log | 27.3846 | 356 | 0.6062 | 0.5829 | 0.6062 | 0.7786 |
230
+ | No log | 27.5385 | 358 | 0.6183 | 0.5179 | 0.6183 | 0.7863 |
231
+ | No log | 27.6923 | 360 | 0.6465 | 0.5779 | 0.6465 | 0.8040 |
232
+ | No log | 27.8462 | 362 | 0.6023 | 0.5725 | 0.6023 | 0.7761 |
233
+ | No log | 28.0 | 364 | 0.5663 | 0.6216 | 0.5663 | 0.7525 |
234
+ | No log | 28.1538 | 366 | 0.5673 | 0.5921 | 0.5673 | 0.7532 |
235
+ | No log | 28.3077 | 368 | 0.5891 | 0.6027 | 0.5891 | 0.7675 |
236
+ | No log | 28.4615 | 370 | 0.6038 | 0.5982 | 0.6038 | 0.7770 |
237
+ | No log | 28.6154 | 372 | 0.6444 | 0.5727 | 0.6444 | 0.8027 |
238
+ | No log | 28.7692 | 374 | 0.6937 | 0.5485 | 0.6937 | 0.8329 |
239
+ | No log | 28.9231 | 376 | 0.7086 | 0.5382 | 0.7086 | 0.8418 |
240
+ | No log | 29.0769 | 378 | 0.6423 | 0.5759 | 0.6423 | 0.8014 |
241
+ | No log | 29.2308 | 380 | 0.5755 | 0.6227 | 0.5755 | 0.7586 |
242
+ | No log | 29.3846 | 382 | 0.5606 | 0.5805 | 0.5606 | 0.7487 |
243
+ | No log | 29.5385 | 384 | 0.5545 | 0.6075 | 0.5545 | 0.7447 |
244
+ | No log | 29.6923 | 386 | 0.5713 | 0.6557 | 0.5713 | 0.7558 |
245
+ | No log | 29.8462 | 388 | 0.5733 | 0.6257 | 0.5733 | 0.7572 |
246
+ | No log | 30.0 | 390 | 0.5605 | 0.6478 | 0.5605 | 0.7487 |
247
+ | No log | 30.1538 | 392 | 0.5521 | 0.6128 | 0.5521 | 0.7430 |
248
+ | No log | 30.3077 | 394 | 0.5593 | 0.6313 | 0.5593 | 0.7479 |
249
+ | No log | 30.4615 | 396 | 0.5647 | 0.6143 | 0.5647 | 0.7514 |
250
+ | No log | 30.6154 | 398 | 0.5598 | 0.6031 | 0.5598 | 0.7482 |
251
+ | No log | 30.7692 | 400 | 0.5529 | 0.6134 | 0.5529 | 0.7436 |
252
+ | No log | 30.9231 | 402 | 0.5541 | 0.5863 | 0.5541 | 0.7444 |
253
+ | No log | 31.0769 | 404 | 0.5766 | 0.5595 | 0.5766 | 0.7594 |
254
+ | No log | 31.2308 | 406 | 0.5851 | 0.5576 | 0.5851 | 0.7649 |
255
+ | No log | 31.3846 | 408 | 0.5802 | 0.5989 | 0.5802 | 0.7617 |
256
+ | No log | 31.5385 | 410 | 0.5939 | 0.5988 | 0.5939 | 0.7706 |
257
+ | No log | 31.6923 | 412 | 0.6295 | 0.5816 | 0.6295 | 0.7934 |
258
+ | No log | 31.8462 | 414 | 0.6348 | 0.5318 | 0.6348 | 0.7968 |
259
+ | No log | 32.0 | 416 | 0.5894 | 0.6025 | 0.5894 | 0.7677 |
260
+ | No log | 32.1538 | 418 | 0.5873 | 0.5742 | 0.5873 | 0.7663 |
261
+ | No log | 32.3077 | 420 | 0.6661 | 0.5471 | 0.6661 | 0.8161 |
262
+ | No log | 32.4615 | 422 | 0.6914 | 0.5492 | 0.6914 | 0.8315 |
263
+ | No log | 32.6154 | 424 | 0.6486 | 0.5256 | 0.6486 | 0.8053 |
264
+ | No log | 32.7692 | 426 | 0.5781 | 0.5804 | 0.5781 | 0.7604 |
265
+ | No log | 32.9231 | 428 | 0.5705 | 0.6007 | 0.5705 | 0.7553 |
266
+ | No log | 33.0769 | 430 | 0.5963 | 0.5581 | 0.5963 | 0.7722 |
267
+ | No log | 33.2308 | 432 | 0.5858 | 0.6057 | 0.5858 | 0.7654 |
268
+ | No log | 33.3846 | 434 | 0.5581 | 0.6023 | 0.5581 | 0.7470 |
269
+ | No log | 33.5385 | 436 | 0.5552 | 0.5746 | 0.5552 | 0.7451 |
270
+ | No log | 33.6923 | 438 | 0.5499 | 0.5767 | 0.5499 | 0.7416 |
271
+ | No log | 33.8462 | 440 | 0.5448 | 0.5921 | 0.5448 | 0.7381 |
272
+ | No log | 34.0 | 442 | 0.5549 | 0.6065 | 0.5549 | 0.7449 |
273
+ | No log | 34.1538 | 444 | 0.5462 | 0.5799 | 0.5462 | 0.7391 |
274
+ | No log | 34.3077 | 446 | 0.5406 | 0.5827 | 0.5406 | 0.7353 |
275
+ | No log | 34.4615 | 448 | 0.5485 | 0.5789 | 0.5485 | 0.7406 |
276
+ | No log | 34.6154 | 450 | 0.5459 | 0.5887 | 0.5459 | 0.7388 |
277
+ | No log | 34.7692 | 452 | 0.5542 | 0.6020 | 0.5542 | 0.7444 |
278
+ | No log | 34.9231 | 454 | 0.5702 | 0.6018 | 0.5702 | 0.7551 |
279
+ | No log | 35.0769 | 456 | 0.5847 | 0.5843 | 0.5847 | 0.7647 |
280
+ | No log | 35.2308 | 458 | 0.5804 | 0.6128 | 0.5804 | 0.7619 |
281
+ | No log | 35.3846 | 460 | 0.5919 | 0.5877 | 0.5919 | 0.7694 |
282
+ | No log | 35.5385 | 462 | 0.5943 | 0.6016 | 0.5943 | 0.7709 |
283
+ | No log | 35.6923 | 464 | 0.5944 | 0.5794 | 0.5944 | 0.7710 |
284
+ | No log | 35.8462 | 466 | 0.5890 | 0.5872 | 0.5890 | 0.7675 |
285
+ | No log | 36.0 | 468 | 0.5800 | 0.5901 | 0.5800 | 0.7616 |
286
+ | No log | 36.1538 | 470 | 0.5976 | 0.5390 | 0.5976 | 0.7730 |
287
+ | No log | 36.3077 | 472 | 0.5806 | 0.5308 | 0.5806 | 0.7620 |
288
+ | No log | 36.4615 | 474 | 0.5507 | 0.5704 | 0.5507 | 0.7421 |
289
+ | No log | 36.6154 | 476 | 0.5499 | 0.5535 | 0.5499 | 0.7416 |
290
+ | No log | 36.7692 | 478 | 0.5503 | 0.5569 | 0.5503 | 0.7418 |
291
+ | No log | 36.9231 | 480 | 0.5526 | 0.5535 | 0.5526 | 0.7434 |
292
+ | No log | 37.0769 | 482 | 0.5537 | 0.5845 | 0.5537 | 0.7441 |
293
+ | No log | 37.2308 | 484 | 0.5617 | 0.5705 | 0.5617 | 0.7494 |
294
+ | No log | 37.3846 | 486 | 0.5783 | 0.5481 | 0.5783 | 0.7605 |
295
+ | No log | 37.5385 | 488 | 0.5681 | 0.5745 | 0.5681 | 0.7537 |
296
+ | No log | 37.6923 | 490 | 0.5650 | 0.5783 | 0.5650 | 0.7517 |
297
+ | No log | 37.8462 | 492 | 0.5636 | 0.5901 | 0.5636 | 0.7507 |
298
+ | No log | 38.0 | 494 | 0.5697 | 0.6065 | 0.5697 | 0.7548 |
299
+ | No log | 38.1538 | 496 | 0.5675 | 0.5784 | 0.5675 | 0.7533 |
300
+ | No log | 38.3077 | 498 | 0.5759 | 0.5868 | 0.5759 | 0.7589 |
301
+ | 0.2756 | 38.4615 | 500 | 0.5910 | 0.5815 | 0.5910 | 0.7688 |
302
+ | 0.2756 | 38.6154 | 502 | 0.5843 | 0.5693 | 0.5843 | 0.7644 |
303
+ | 0.2756 | 38.7692 | 504 | 0.5624 | 0.5901 | 0.5624 | 0.7499 |
304
+ | 0.2756 | 38.9231 | 506 | 0.5804 | 0.5784 | 0.5804 | 0.7618 |
305
+ | 0.2756 | 39.0769 | 508 | 0.6115 | 0.5738 | 0.6115 | 0.7820 |
306
+ | 0.2756 | 39.2308 | 510 | 0.6113 | 0.5659 | 0.6113 | 0.7819 |
307
+ | 0.2756 | 39.3846 | 512 | 0.5769 | 0.5668 | 0.5769 | 0.7595 |
308
+ | 0.2756 | 39.5385 | 514 | 0.5634 | 0.5957 | 0.5634 | 0.7506 |
309
+ | 0.2756 | 39.6923 | 516 | 0.5693 | 0.5827 | 0.5693 | 0.7545 |
310
+ | 0.2756 | 39.8462 | 518 | 0.5748 | 0.5827 | 0.5748 | 0.7581 |
311
+ | 0.2756 | 40.0 | 520 | 0.5905 | 0.5508 | 0.5905 | 0.7684 |
312
+ | 0.2756 | 40.1538 | 522 | 0.5973 | 0.5384 | 0.5973 | 0.7728 |
313
+ | 0.2756 | 40.3077 | 524 | 0.5959 | 0.5567 | 0.5959 | 0.7719 |
314
+ | 0.2756 | 40.4615 | 526 | 0.5811 | 0.5887 | 0.5811 | 0.7623 |
315
+ | 0.2756 | 40.6154 | 528 | 0.5801 | 0.5894 | 0.5801 | 0.7616 |
316
+ | 0.2756 | 40.7692 | 530 | 0.5846 | 0.5478 | 0.5846 | 0.7646 |
317
+ | 0.2756 | 40.9231 | 532 | 0.5938 | 0.5404 | 0.5938 | 0.7706 |
318
+ | 0.2756 | 41.0769 | 534 | 0.5872 | 0.5778 | 0.5872 | 0.7663 |
319
+ | 0.2756 | 41.2308 | 536 | 0.5907 | 0.5949 | 0.5907 | 0.7686 |
320
+ | 0.2756 | 41.3846 | 538 | 0.6027 | 0.6003 | 0.6027 | 0.7763 |
321
+ | 0.2756 | 41.5385 | 540 | 0.6283 | 0.5896 | 0.6283 | 0.7927 |
322
+ | 0.2756 | 41.6923 | 542 | 0.6599 | 0.5246 | 0.6599 | 0.8123 |
323
+ | 0.2756 | 41.8462 | 544 | 0.6607 | 0.5422 | 0.6607 | 0.8128 |
324
+ | 0.2756 | 42.0 | 546 | 0.6380 | 0.5348 | 0.6380 | 0.7988 |
325
+ | 0.2756 | 42.1538 | 548 | 0.6070 | 0.5264 | 0.6070 | 0.7791 |
326
+ | 0.2756 | 42.3077 | 550 | 0.5740 | 0.5582 | 0.5740 | 0.7577 |
327
 
328
 
329
  ### Framework versions