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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task7_organization

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  1. README.md +261 -329
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task7_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: 0.7149
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- - Qwk: 0.0393
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- - Mse: 0.7149
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- - Rmse: 0.8455
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  ## Model description
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@@ -49,329 +49,261 @@ 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 | 0.2222 | 2 | 2.6207 | -0.0891 | 2.6207 | 1.6188 |
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- | No log | 0.4444 | 4 | 1.4420 | 0.1528 | 1.4420 | 1.2008 |
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- | No log | 0.6667 | 6 | 1.0712 | -0.0970 | 1.0712 | 1.0350 |
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- | No log | 0.8889 | 8 | 1.0691 | 0.0108 | 1.0691 | 1.0340 |
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- | No log | 1.1111 | 10 | 0.8975 | 0.0313 | 0.8975 | 0.9474 |
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- | No log | 1.3333 | 12 | 0.9017 | 0.1145 | 0.9017 | 0.9496 |
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- | No log | 1.5556 | 14 | 0.8411 | 0.1293 | 0.8411 | 0.9171 |
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- | No log | 1.7778 | 16 | 0.7827 | 0.2023 | 0.7827 | 0.8847 |
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- | No log | 2.0 | 18 | 0.8109 | 0.1942 | 0.8109 | 0.9005 |
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- | No log | 2.2222 | 20 | 0.8335 | 0.1995 | 0.8335 | 0.9130 |
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- | No log | 2.4444 | 22 | 0.9278 | 0.1692 | 0.9278 | 0.9632 |
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- | No log | 2.6667 | 24 | 0.8423 | 0.0935 | 0.8423 | 0.9178 |
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- | No log | 2.8889 | 26 | 1.1322 | 0.0982 | 1.1322 | 1.0641 |
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- | No log | 3.1111 | 28 | 1.5680 | -0.0232 | 1.5680 | 1.2522 |
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- | No log | 3.3333 | 30 | 1.4916 | -0.0038 | 1.4916 | 1.2213 |
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- | No log | 3.5556 | 32 | 1.1341 | 0.0987 | 1.1341 | 1.0649 |
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- | No log | 3.7778 | 34 | 0.8220 | 0.1961 | 0.8220 | 0.9066 |
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- | No log | 4.0 | 36 | 0.8995 | 0.1584 | 0.8995 | 0.9484 |
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- | No log | 4.2222 | 38 | 0.9219 | 0.2589 | 0.9219 | 0.9602 |
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- | No log | 4.4444 | 40 | 0.7779 | 0.1648 | 0.7779 | 0.8820 |
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- | No log | 4.6667 | 42 | 0.8726 | 0.1649 | 0.8726 | 0.9341 |
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- | No log | 4.8889 | 44 | 1.1068 | 0.2023 | 1.1068 | 1.0521 |
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- | No log | 5.1111 | 46 | 1.1636 | 0.1971 | 1.1636 | 1.0787 |
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- | No log | 5.3333 | 48 | 1.0788 | 0.1760 | 1.0788 | 1.0387 |
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- | No log | 5.5556 | 50 | 0.9648 | 0.1701 | 0.9648 | 0.9822 |
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- | No log | 5.7778 | 52 | 0.9145 | 0.1055 | 0.9145 | 0.9563 |
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- | No log | 6.0 | 54 | 0.9325 | 0.1631 | 0.9325 | 0.9656 |
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- | No log | 6.2222 | 56 | 0.8848 | 0.1966 | 0.8848 | 0.9406 |
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- | No log | 6.4444 | 58 | 0.9786 | 0.1259 | 0.9786 | 0.9893 |
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- | No log | 6.6667 | 60 | 1.1730 | 0.1508 | 1.1730 | 1.0831 |
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- | No log | 6.8889 | 62 | 1.2854 | 0.1003 | 1.2854 | 1.1338 |
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- | No log | 7.1111 | 64 | 1.1818 | 0.1490 | 1.1818 | 1.0871 |
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- | No log | 7.3333 | 66 | 0.9967 | 0.2356 | 0.9967 | 0.9983 |
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- | No log | 7.5556 | 68 | 0.8000 | 0.0898 | 0.8000 | 0.8945 |
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- | No log | 7.7778 | 70 | 0.7602 | 0.1752 | 0.7602 | 0.8719 |
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- | No log | 8.0 | 72 | 0.7585 | 0.2027 | 0.7585 | 0.8709 |
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- | No log | 8.2222 | 74 | 0.7521 | 0.0410 | 0.7521 | 0.8673 |
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- | No log | 8.4444 | 76 | 0.8361 | 0.0905 | 0.8361 | 0.9144 |
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- | No log | 8.6667 | 78 | 0.9871 | 0.1639 | 0.9871 | 0.9935 |
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- | No log | 8.8889 | 80 | 1.0132 | 0.1941 | 1.0132 | 1.0066 |
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- | No log | 9.1111 | 82 | 0.9054 | 0.1941 | 0.9054 | 0.9515 |
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- | No log | 9.3333 | 84 | 0.8040 | 0.2516 | 0.8040 | 0.8967 |
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- | No log | 9.5556 | 86 | 0.8154 | 0.2633 | 0.8154 | 0.9030 |
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- | No log | 9.7778 | 88 | 0.8083 | 0.2633 | 0.8083 | 0.8991 |
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- | No log | 10.0 | 90 | 0.7805 | 0.1935 | 0.7805 | 0.8834 |
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- | No log | 10.2222 | 92 | 0.8878 | 0.1891 | 0.8878 | 0.9423 |
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- | No log | 10.4444 | 94 | 0.8827 | 0.1891 | 0.8827 | 0.9395 |
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- | No log | 10.6667 | 96 | 0.7842 | 0.2193 | 0.7842 | 0.8855 |
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- | No log | 10.8889 | 98 | 0.7720 | 0.2652 | 0.7720 | 0.8786 |
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- | No log | 11.1111 | 100 | 0.7505 | 0.2652 | 0.7505 | 0.8663 |
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- | No log | 11.3333 | 102 | 0.7651 | 0.2608 | 0.7651 | 0.8747 |
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- | No log | 11.5556 | 104 | 0.8195 | 0.1635 | 0.8195 | 0.9053 |
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- | No log | 11.7778 | 106 | 0.7742 | 0.2353 | 0.7742 | 0.8799 |
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- | No log | 12.0 | 108 | 0.7353 | 0.2852 | 0.7353 | 0.8575 |
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- | No log | 12.2222 | 110 | 0.7244 | 0.3385 | 0.7244 | 0.8511 |
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- | No log | 12.4444 | 112 | 0.7346 | 0.1228 | 0.7346 | 0.8571 |
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- | No log | 12.6667 | 114 | 0.7827 | 0.2019 | 0.7827 | 0.8847 |
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- | No log | 12.8889 | 116 | 0.8589 | 0.1908 | 0.8589 | 0.9267 |
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- | No log | 13.1111 | 118 | 0.8781 | 0.1553 | 0.8781 | 0.9371 |
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- | No log | 13.3333 | 120 | 0.7964 | 0.2933 | 0.7964 | 0.8924 |
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- | No log | 13.5556 | 122 | 0.7991 | 0.2642 | 0.7991 | 0.8939 |
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- | No log | 13.7778 | 124 | 0.8043 | 0.2642 | 0.8043 | 0.8968 |
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- | No log | 14.0 | 126 | 0.8542 | 0.1908 | 0.8542 | 0.9242 |
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- | No log | 14.2222 | 128 | 0.8345 | 0.2214 | 0.8345 | 0.9135 |
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- | No log | 14.4444 | 130 | 0.7671 | 0.2325 | 0.7671 | 0.8758 |
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- | No log | 14.6667 | 132 | 0.7239 | 0.2717 | 0.7239 | 0.8508 |
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- | No log | 14.8889 | 134 | 0.8474 | 0.3008 | 0.8474 | 0.9206 |
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- | No log | 15.1111 | 136 | 0.9457 | 0.2626 | 0.9457 | 0.9725 |
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- | No log | 15.3333 | 138 | 0.8426 | 0.3699 | 0.8426 | 0.9179 |
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- | No log | 15.5556 | 140 | 0.6851 | 0.2751 | 0.6851 | 0.8277 |
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- | No log | 15.7778 | 142 | 0.7171 | 0.3417 | 0.7171 | 0.8468 |
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- | No log | 16.0 | 144 | 0.7215 | 0.4036 | 0.7215 | 0.8494 |
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- | No log | 16.2222 | 146 | 0.7401 | 0.2439 | 0.7401 | 0.8603 |
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- | No log | 16.4444 | 148 | 0.7108 | 0.4019 | 0.7108 | 0.8431 |
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- | No log | 16.6667 | 150 | 0.7065 | 0.3738 | 0.7065 | 0.8406 |
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- | No log | 16.8889 | 152 | 0.7111 | 0.2809 | 0.7111 | 0.8433 |
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- | No log | 17.1111 | 154 | 0.7464 | 0.3794 | 0.7464 | 0.8640 |
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- | No log | 17.3333 | 156 | 0.7088 | 0.2872 | 0.7088 | 0.8419 |
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- | No log | 17.5556 | 158 | 0.7265 | 0.3373 | 0.7265 | 0.8524 |
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- | No log | 17.7778 | 160 | 0.8318 | 0.3313 | 0.8318 | 0.9120 |
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- | No log | 18.0 | 162 | 0.8660 | 0.2626 | 0.8660 | 0.9306 |
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- | No log | 18.2222 | 164 | 0.8225 | 0.2373 | 0.8225 | 0.9069 |
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- | No log | 18.4444 | 166 | 0.7526 | 0.3738 | 0.7526 | 0.8675 |
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- | No log | 18.6667 | 168 | 0.7895 | 0.3034 | 0.7895 | 0.8886 |
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- | No log | 18.8889 | 170 | 0.8518 | 0.3456 | 0.8518 | 0.9229 |
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- | No log | 19.1111 | 172 | 0.7820 | 0.2871 | 0.7820 | 0.8843 |
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- | No log | 19.3333 | 174 | 0.7403 | 0.3407 | 0.7403 | 0.8604 |
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- | No log | 19.5556 | 176 | 0.9169 | 0.2278 | 0.9169 | 0.9575 |
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- | No log | 19.7778 | 178 | 1.0548 | 0.1775 | 1.0548 | 1.0270 |
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- | No log | 20.0 | 180 | 1.0229 | 0.1786 | 1.0229 | 1.0114 |
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- | No log | 20.2222 | 182 | 0.8801 | 0.2452 | 0.8801 | 0.9381 |
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- | No log | 20.4444 | 184 | 0.7206 | 0.2239 | 0.7206 | 0.8489 |
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- | No log | 20.6667 | 186 | 0.7052 | 0.2407 | 0.7052 | 0.8398 |
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- | No log | 20.8889 | 188 | 0.7979 | 0.3450 | 0.7979 | 0.8933 |
146
- | No log | 21.1111 | 190 | 0.8188 | 0.3069 | 0.8188 | 0.9049 |
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- | No log | 21.3333 | 192 | 0.7495 | 0.3444 | 0.7495 | 0.8657 |
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- | No log | 21.5556 | 194 | 0.7126 | 0.2085 | 0.7126 | 0.8441 |
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- | No log | 21.7778 | 196 | 0.6984 | 0.1093 | 0.6984 | 0.8357 |
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- | No log | 22.0 | 198 | 0.7355 | 0.2274 | 0.7355 | 0.8576 |
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- | No log | 22.2222 | 200 | 0.7696 | 0.2642 | 0.7696 | 0.8773 |
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- | No log | 22.4444 | 202 | 0.7631 | 0.2519 | 0.7631 | 0.8736 |
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- | No log | 22.6667 | 204 | 0.7409 | 0.3729 | 0.7409 | 0.8607 |
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- | No log | 22.8889 | 206 | 0.7182 | 0.3435 | 0.7182 | 0.8475 |
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- | No log | 23.1111 | 208 | 0.7021 | 0.3141 | 0.7021 | 0.8379 |
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- | No log | 23.3333 | 210 | 0.7007 | 0.3141 | 0.7007 | 0.8371 |
157
- | No log | 23.5556 | 212 | 0.7249 | 0.2488 | 0.7249 | 0.8514 |
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- | No log | 23.7778 | 214 | 0.7895 | 0.2581 | 0.7895 | 0.8885 |
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- | No log | 24.0 | 216 | 0.8029 | 0.3151 | 0.8029 | 0.8960 |
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- | No log | 24.2222 | 218 | 0.7349 | 0.3202 | 0.7349 | 0.8573 |
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- | No log | 24.4444 | 220 | 0.6780 | 0.3118 | 0.6780 | 0.8234 |
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- | No log | 24.6667 | 222 | 0.6483 | 0.2815 | 0.6483 | 0.8052 |
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- | No log | 24.8889 | 224 | 0.6422 | 0.2537 | 0.6422 | 0.8014 |
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- | No log | 25.1111 | 226 | 0.6320 | 0.1846 | 0.6320 | 0.7950 |
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- | No log | 25.3333 | 228 | 0.6431 | 0.1961 | 0.6431 | 0.8019 |
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- | No log | 25.5556 | 230 | 0.6715 | 0.2642 | 0.6715 | 0.8195 |
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- | No log | 25.7778 | 232 | 0.7199 | 0.2612 | 0.7199 | 0.8485 |
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- | No log | 26.0 | 234 | 0.7149 | 0.2316 | 0.7149 | 0.8455 |
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- | No log | 26.2222 | 236 | 0.7197 | 0.1977 | 0.7197 | 0.8484 |
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- | No log | 26.4444 | 238 | 0.6885 | 0.1961 | 0.6885 | 0.8298 |
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- | No log | 26.6667 | 240 | 0.6808 | 0.1863 | 0.6808 | 0.8251 |
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- | No log | 26.8889 | 242 | 0.6944 | 0.2537 | 0.6944 | 0.8333 |
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- | No log | 27.1111 | 244 | 0.6948 | 0.1863 | 0.6948 | 0.8335 |
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- | No log | 27.3333 | 246 | 0.7173 | 0.1580 | 0.7173 | 0.8469 |
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- | No log | 27.5556 | 248 | 0.7860 | 0.2283 | 0.7860 | 0.8866 |
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- | No log | 27.7778 | 250 | 0.8160 | 0.2581 | 0.8160 | 0.9033 |
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- | No log | 28.0 | 252 | 0.8004 | 0.2581 | 0.8004 | 0.8947 |
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- | No log | 28.2222 | 254 | 0.7909 | 0.3107 | 0.7909 | 0.8893 |
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- | No log | 28.4444 | 256 | 0.8139 | 0.2768 | 0.8139 | 0.9022 |
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- | No log | 28.6667 | 258 | 0.7890 | 0.3107 | 0.7890 | 0.8882 |
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- | No log | 28.8889 | 260 | 0.7553 | 0.2148 | 0.7553 | 0.8691 |
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- | No log | 29.1111 | 262 | 0.7568 | 0.2837 | 0.7568 | 0.8699 |
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- | No log | 29.3333 | 264 | 0.7817 | 0.2611 | 0.7817 | 0.8841 |
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- | No log | 29.5556 | 266 | 0.7673 | 0.1960 | 0.7673 | 0.8759 |
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- | No log | 29.7778 | 268 | 0.7222 | 0.1539 | 0.7222 | 0.8499 |
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- | No log | 30.0 | 270 | 0.6989 | 0.2537 | 0.6989 | 0.8360 |
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- | No log | 30.2222 | 272 | 0.7004 | 0.2537 | 0.7004 | 0.8369 |
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- | No log | 30.4444 | 274 | 0.7001 | 0.1807 | 0.7001 | 0.8367 |
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- | No log | 30.6667 | 276 | 0.7067 | 0.1094 | 0.7067 | 0.8407 |
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- | No log | 30.8889 | 278 | 0.7274 | 0.1138 | 0.7274 | 0.8529 |
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- | No log | 31.1111 | 280 | 0.7678 | 0.1857 | 0.7678 | 0.8762 |
192
- | No log | 31.3333 | 282 | 0.7750 | 0.1857 | 0.7750 | 0.8803 |
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- | No log | 31.5556 | 284 | 0.7612 | 0.1538 | 0.7612 | 0.8725 |
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- | No log | 31.7778 | 286 | 0.7767 | 0.1873 | 0.7767 | 0.8813 |
195
- | No log | 32.0 | 288 | 0.8460 | 0.2448 | 0.8460 | 0.9198 |
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- | No log | 32.2222 | 290 | 0.9289 | 0.2384 | 0.9289 | 0.9638 |
197
- | No log | 32.4444 | 292 | 0.9135 | 0.2047 | 0.9135 | 0.9558 |
198
- | No log | 32.6667 | 294 | 0.8797 | 0.2063 | 0.8797 | 0.9379 |
199
- | No log | 32.8889 | 296 | 0.8358 | 0.2733 | 0.8358 | 0.9142 |
200
- | No log | 33.1111 | 298 | 0.7760 | 0.2522 | 0.7760 | 0.8809 |
201
- | No log | 33.3333 | 300 | 0.7517 | 0.2522 | 0.7517 | 0.8670 |
202
- | No log | 33.5556 | 302 | 0.7219 | 0.1854 | 0.7219 | 0.8496 |
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- | No log | 33.7778 | 304 | 0.7040 | 0.2148 | 0.7040 | 0.8391 |
204
- | No log | 34.0 | 306 | 0.7000 | 0.2606 | 0.7000 | 0.8367 |
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- | No log | 34.2222 | 308 | 0.7031 | 0.1863 | 0.7031 | 0.8385 |
206
- | No log | 34.4444 | 310 | 0.7074 | 0.1863 | 0.7074 | 0.8411 |
207
- | No log | 34.6667 | 312 | 0.7115 | 0.1863 | 0.7115 | 0.8435 |
208
- | No log | 34.8889 | 314 | 0.7151 | 0.1863 | 0.7151 | 0.8457 |
209
- | No log | 35.1111 | 316 | 0.7194 | 0.1863 | 0.7194 | 0.8482 |
210
- | No log | 35.3333 | 318 | 0.7159 | 0.1863 | 0.7159 | 0.8461 |
211
- | No log | 35.5556 | 320 | 0.7121 | 0.1863 | 0.7121 | 0.8439 |
212
- | No log | 35.7778 | 322 | 0.7078 | 0.1094 | 0.7078 | 0.8413 |
213
- | No log | 36.0 | 324 | 0.7088 | 0.0798 | 0.7088 | 0.8419 |
214
- | No log | 36.2222 | 326 | 0.7075 | 0.0393 | 0.7075 | 0.8411 |
215
- | No log | 36.4444 | 328 | 0.7036 | 0.0717 | 0.7036 | 0.8388 |
216
- | No log | 36.6667 | 330 | 0.7046 | 0.1863 | 0.7046 | 0.8394 |
217
- | No log | 36.8889 | 332 | 0.7124 | 0.1863 | 0.7124 | 0.8440 |
218
- | No log | 37.1111 | 334 | 0.7302 | 0.2085 | 0.7302 | 0.8545 |
219
- | No log | 37.3333 | 336 | 0.7265 | 0.2606 | 0.7265 | 0.8523 |
220
- | No log | 37.5556 | 338 | 0.7184 | 0.1863 | 0.7184 | 0.8476 |
221
- | No log | 37.7778 | 340 | 0.7146 | 0.0717 | 0.7146 | 0.8453 |
222
- | No log | 38.0 | 342 | 0.7137 | -0.0079 | 0.7137 | 0.8448 |
223
- | No log | 38.2222 | 344 | 0.7144 | -0.0079 | 0.7144 | 0.8452 |
224
- | No log | 38.4444 | 346 | 0.7157 | 0.0771 | 0.7157 | 0.8460 |
225
- | No log | 38.6667 | 348 | 0.7141 | 0.1133 | 0.7141 | 0.8451 |
226
- | No log | 38.8889 | 350 | 0.7159 | 0.1509 | 0.7159 | 0.8461 |
227
- | No log | 39.1111 | 352 | 0.7079 | 0.1133 | 0.7079 | 0.8414 |
228
- | No log | 39.3333 | 354 | 0.7027 | 0.0741 | 0.7027 | 0.8383 |
229
- | No log | 39.5556 | 356 | 0.6947 | 0.1884 | 0.6947 | 0.8335 |
230
- | No log | 39.7778 | 358 | 0.6860 | 0.1863 | 0.6860 | 0.8282 |
231
- | No log | 40.0 | 360 | 0.6845 | 0.1863 | 0.6845 | 0.8273 |
232
- | No log | 40.2222 | 362 | 0.6955 | 0.2537 | 0.6955 | 0.8340 |
233
- | No log | 40.4444 | 364 | 0.6976 | 0.2537 | 0.6976 | 0.8352 |
234
- | No log | 40.6667 | 366 | 0.6854 | 0.2606 | 0.6854 | 0.8279 |
235
- | No log | 40.8889 | 368 | 0.6934 | 0.1884 | 0.6934 | 0.8327 |
236
- | No log | 41.1111 | 370 | 0.7307 | 0.1597 | 0.7307 | 0.8548 |
237
- | No log | 41.3333 | 372 | 0.7440 | 0.1586 | 0.7440 | 0.8626 |
238
- | No log | 41.5556 | 374 | 0.7325 | 0.1597 | 0.7325 | 0.8559 |
239
- | No log | 41.7778 | 376 | 0.6960 | 0.1884 | 0.6960 | 0.8343 |
240
- | No log | 42.0 | 378 | 0.6844 | 0.1863 | 0.6844 | 0.8273 |
241
- | No log | 42.2222 | 380 | 0.6867 | 0.2606 | 0.6867 | 0.8287 |
242
- | No log | 42.4444 | 382 | 0.6893 | 0.2537 | 0.6893 | 0.8303 |
243
- | No log | 42.6667 | 384 | 0.6827 | 0.2606 | 0.6827 | 0.8263 |
244
- | No log | 42.8889 | 386 | 0.6809 | 0.1863 | 0.6809 | 0.8252 |
245
- | No log | 43.1111 | 388 | 0.6879 | 0.1508 | 0.6879 | 0.8294 |
246
- | No log | 43.3333 | 390 | 0.7030 | 0.1232 | 0.7030 | 0.8385 |
247
- | No log | 43.5556 | 392 | 0.7325 | 0.1660 | 0.7325 | 0.8558 |
248
- | No log | 43.7778 | 394 | 0.7420 | 0.2036 | 0.7420 | 0.8614 |
249
- | No log | 44.0 | 396 | 0.7253 | 0.1272 | 0.7253 | 0.8516 |
250
- | No log | 44.2222 | 398 | 0.7158 | 0.0410 | 0.7158 | 0.8461 |
251
- | No log | 44.4444 | 400 | 0.7106 | -0.0079 | 0.7106 | 0.8430 |
252
- | No log | 44.6667 | 402 | 0.6990 | 0.1508 | 0.6990 | 0.8361 |
253
- | No log | 44.8889 | 404 | 0.6989 | 0.1508 | 0.6989 | 0.8360 |
254
- | No log | 45.1111 | 406 | 0.7012 | 0.1508 | 0.7012 | 0.8374 |
255
- | No log | 45.3333 | 408 | 0.7058 | 0.1508 | 0.7058 | 0.8401 |
256
- | No log | 45.5556 | 410 | 0.7125 | 0.1508 | 0.7125 | 0.8441 |
257
- | No log | 45.7778 | 412 | 0.7253 | 0.1139 | 0.7253 | 0.8517 |
258
- | No log | 46.0 | 414 | 0.7306 | 0.1498 | 0.7306 | 0.8547 |
259
- | No log | 46.2222 | 416 | 0.7407 | 0.2290 | 0.7407 | 0.8606 |
260
- | No log | 46.4444 | 418 | 0.7355 | 0.2254 | 0.7355 | 0.8576 |
261
- | No log | 46.6667 | 420 | 0.7252 | 0.2606 | 0.7252 | 0.8516 |
262
- | No log | 46.8889 | 422 | 0.7276 | 0.2379 | 0.7276 | 0.8530 |
263
- | No log | 47.1111 | 424 | 0.7233 | 0.2537 | 0.7233 | 0.8505 |
264
- | No log | 47.3333 | 426 | 0.7206 | 0.2606 | 0.7206 | 0.8489 |
265
- | No log | 47.5556 | 428 | 0.7275 | 0.1884 | 0.7275 | 0.8529 |
266
- | No log | 47.7778 | 430 | 0.7417 | 0.2545 | 0.7417 | 0.8612 |
267
- | No log | 48.0 | 432 | 0.7368 | 0.2545 | 0.7368 | 0.8584 |
268
- | No log | 48.2222 | 434 | 0.7226 | 0.1903 | 0.7226 | 0.8501 |
269
- | No log | 48.4444 | 436 | 0.7170 | 0.2606 | 0.7170 | 0.8468 |
270
- | No log | 48.6667 | 438 | 0.7154 | 0.2606 | 0.7154 | 0.8458 |
271
- | No log | 48.8889 | 440 | 0.7143 | 0.2606 | 0.7143 | 0.8451 |
272
- | No log | 49.1111 | 442 | 0.7129 | 0.2606 | 0.7129 | 0.8443 |
273
- | No log | 49.3333 | 444 | 0.7149 | 0.2606 | 0.7149 | 0.8455 |
274
- | No log | 49.5556 | 446 | 0.7196 | 0.1550 | 0.7196 | 0.8483 |
275
- | No log | 49.7778 | 448 | 0.7265 | 0.0771 | 0.7265 | 0.8524 |
276
- | No log | 50.0 | 450 | 0.7293 | 0.0393 | 0.7293 | 0.8540 |
277
- | No log | 50.2222 | 452 | 0.7226 | 0.0771 | 0.7226 | 0.8501 |
278
- | No log | 50.4444 | 454 | 0.7072 | 0.1139 | 0.7072 | 0.8409 |
279
- | No log | 50.6667 | 456 | 0.6948 | 0.2606 | 0.6948 | 0.8336 |
280
- | No log | 50.8889 | 458 | 0.6899 | 0.2606 | 0.6899 | 0.8306 |
281
- | No log | 51.1111 | 460 | 0.6837 | 0.2606 | 0.6837 | 0.8269 |
282
- | No log | 51.3333 | 462 | 0.6799 | 0.2606 | 0.6799 | 0.8245 |
283
- | No log | 51.5556 | 464 | 0.6777 | 0.2606 | 0.6777 | 0.8232 |
284
- | No log | 51.7778 | 466 | 0.6768 | 0.2270 | 0.6768 | 0.8227 |
285
- | No log | 52.0 | 468 | 0.6761 | 0.2270 | 0.6761 | 0.8223 |
286
- | No log | 52.2222 | 470 | 0.6772 | 0.2270 | 0.6772 | 0.8229 |
287
- | No log | 52.4444 | 472 | 0.6752 | 0.2270 | 0.6752 | 0.8217 |
288
- | No log | 52.6667 | 474 | 0.6786 | 0.2270 | 0.6786 | 0.8238 |
289
- | No log | 52.8889 | 476 | 0.6824 | 0.2606 | 0.6824 | 0.8261 |
290
- | No log | 53.1111 | 478 | 0.6831 | 0.2606 | 0.6831 | 0.8265 |
291
- | No log | 53.3333 | 480 | 0.6858 | 0.1508 | 0.6858 | 0.8281 |
292
- | No log | 53.5556 | 482 | 0.6843 | 0.2270 | 0.6843 | 0.8272 |
293
- | No log | 53.7778 | 484 | 0.6812 | 0.2606 | 0.6812 | 0.8254 |
294
- | No log | 54.0 | 486 | 0.6851 | 0.2606 | 0.6851 | 0.8277 |
295
- | No log | 54.2222 | 488 | 0.6985 | 0.2685 | 0.6985 | 0.8358 |
296
- | No log | 54.4444 | 490 | 0.7032 | 0.2685 | 0.7032 | 0.8386 |
297
- | No log | 54.6667 | 492 | 0.7041 | 0.2857 | 0.7041 | 0.8391 |
298
- | No log | 54.8889 | 494 | 0.6978 | 0.2606 | 0.6978 | 0.8353 |
299
- | No log | 55.1111 | 496 | 0.7022 | 0.1139 | 0.7022 | 0.8380 |
300
- | No log | 55.3333 | 498 | 0.7230 | 0.0393 | 0.7230 | 0.8503 |
301
- | 0.239 | 55.5556 | 500 | 0.7415 | 0.0393 | 0.7415 | 0.8611 |
302
- | 0.239 | 55.7778 | 502 | 0.7442 | 0.0393 | 0.7442 | 0.8627 |
303
- | 0.239 | 56.0 | 504 | 0.7335 | 0.0393 | 0.7335 | 0.8565 |
304
- | 0.239 | 56.2222 | 506 | 0.7228 | 0.0393 | 0.7228 | 0.8502 |
305
- | 0.239 | 56.4444 | 508 | 0.7287 | 0.2270 | 0.7287 | 0.8536 |
306
- | 0.239 | 56.6667 | 510 | 0.7376 | 0.2537 | 0.7376 | 0.8588 |
307
- | 0.239 | 56.8889 | 512 | 0.7355 | 0.2537 | 0.7355 | 0.8576 |
308
- | 0.239 | 57.1111 | 514 | 0.7249 | 0.2270 | 0.7249 | 0.8514 |
309
- | 0.239 | 57.3333 | 516 | 0.7138 | 0.2270 | 0.7138 | 0.8449 |
310
- | 0.239 | 57.5556 | 518 | 0.7110 | 0.0393 | 0.7110 | 0.8432 |
311
- | 0.239 | 57.7778 | 520 | 0.7252 | 0.0393 | 0.7252 | 0.8516 |
312
- | 0.239 | 58.0 | 522 | 0.7532 | 0.1660 | 0.7532 | 0.8679 |
313
- | 0.239 | 58.2222 | 524 | 0.7824 | 0.1686 | 0.7824 | 0.8845 |
314
- | 0.239 | 58.4444 | 526 | 0.8045 | 0.1993 | 0.8045 | 0.8969 |
315
- | 0.239 | 58.6667 | 528 | 0.8018 | 0.1993 | 0.8018 | 0.8954 |
316
- | 0.239 | 58.8889 | 530 | 0.7638 | 0.1647 | 0.7638 | 0.8740 |
317
- | 0.239 | 59.1111 | 532 | 0.7274 | 0.0410 | 0.7274 | 0.8529 |
318
- | 0.239 | 59.3333 | 534 | 0.7121 | -0.0079 | 0.7121 | 0.8439 |
319
- | 0.239 | 59.5556 | 536 | 0.7072 | 0.2270 | 0.7072 | 0.8409 |
320
- | 0.239 | 59.7778 | 538 | 0.7068 | 0.2606 | 0.7068 | 0.8407 |
321
- | 0.239 | 60.0 | 540 | 0.7046 | 0.2606 | 0.7046 | 0.8394 |
322
- | 0.239 | 60.2222 | 542 | 0.6995 | 0.1139 | 0.6995 | 0.8363 |
323
- | 0.239 | 60.4444 | 544 | 0.6965 | -0.0079 | 0.6965 | 0.8345 |
324
- | 0.239 | 60.6667 | 546 | 0.6948 | -0.0079 | 0.6948 | 0.8336 |
325
- | 0.239 | 60.8889 | 548 | 0.6948 | -0.0079 | 0.6948 | 0.8335 |
326
- | 0.239 | 61.1111 | 550 | 0.6924 | 0.0327 | 0.6924 | 0.8321 |
327
- | 0.239 | 61.3333 | 552 | 0.6907 | 0.1139 | 0.6907 | 0.8311 |
328
- | 0.239 | 61.5556 | 554 | 0.6916 | 0.2606 | 0.6916 | 0.8317 |
329
- | 0.239 | 61.7778 | 556 | 0.6913 | 0.2606 | 0.6913 | 0.8314 |
330
- | 0.239 | 62.0 | 558 | 0.6949 | 0.2606 | 0.6949 | 0.8336 |
331
- | 0.239 | 62.2222 | 560 | 0.6993 | 0.2606 | 0.6993 | 0.8363 |
332
- | 0.239 | 62.4444 | 562 | 0.6993 | 0.2606 | 0.6993 | 0.8362 |
333
- | 0.239 | 62.6667 | 564 | 0.6971 | 0.2606 | 0.6971 | 0.8349 |
334
- | 0.239 | 62.8889 | 566 | 0.6971 | 0.2606 | 0.6971 | 0.8349 |
335
- | 0.239 | 63.1111 | 568 | 0.6963 | 0.1922 | 0.6963 | 0.8344 |
336
- | 0.239 | 63.3333 | 570 | 0.6957 | 0.1508 | 0.6957 | 0.8341 |
337
- | 0.239 | 63.5556 | 572 | 0.6941 | 0.1508 | 0.6941 | 0.8331 |
338
- | 0.239 | 63.7778 | 574 | 0.6936 | 0.1139 | 0.6936 | 0.8328 |
339
- | 0.239 | 64.0 | 576 | 0.6985 | 0.1236 | 0.6985 | 0.8358 |
340
- | 0.239 | 64.2222 | 578 | 0.6998 | 0.0393 | 0.6998 | 0.8366 |
341
- | 0.239 | 64.4444 | 580 | 0.7000 | 0.1236 | 0.7000 | 0.8366 |
342
- | 0.239 | 64.6667 | 582 | 0.6954 | 0.1617 | 0.6954 | 0.8339 |
343
- | 0.239 | 64.8889 | 584 | 0.6946 | 0.1139 | 0.6946 | 0.8334 |
344
- | 0.239 | 65.1111 | 586 | 0.6964 | 0.1617 | 0.6964 | 0.8345 |
345
- | 0.239 | 65.3333 | 588 | 0.6957 | 0.1508 | 0.6957 | 0.8341 |
346
- | 0.239 | 65.5556 | 590 | 0.6933 | 0.1508 | 0.6933 | 0.8326 |
347
- | 0.239 | 65.7778 | 592 | 0.6936 | 0.1508 | 0.6936 | 0.8329 |
348
- | 0.239 | 66.0 | 594 | 0.6943 | 0.1863 | 0.6943 | 0.8333 |
349
- | 0.239 | 66.2222 | 596 | 0.7010 | 0.1807 | 0.7010 | 0.8373 |
350
- | 0.239 | 66.4444 | 598 | 0.7092 | 0.2857 | 0.7092 | 0.8422 |
351
- | 0.239 | 66.6667 | 600 | 0.7115 | 0.2857 | 0.7115 | 0.8435 |
352
- | 0.239 | 66.8889 | 602 | 0.7151 | 0.3166 | 0.7151 | 0.8456 |
353
- | 0.239 | 67.1111 | 604 | 0.7064 | 0.2537 | 0.7064 | 0.8405 |
354
- | 0.239 | 67.3333 | 606 | 0.6964 | 0.1807 | 0.6964 | 0.8345 |
355
- | 0.239 | 67.5556 | 608 | 0.6954 | 0.1508 | 0.6954 | 0.8339 |
356
- | 0.239 | 67.7778 | 610 | 0.7099 | 0.0846 | 0.7099 | 0.8425 |
357
- | 0.239 | 68.0 | 612 | 0.7225 | 0.1267 | 0.7225 | 0.8500 |
358
- | 0.239 | 68.2222 | 614 | 0.7236 | 0.1267 | 0.7236 | 0.8507 |
359
- | 0.239 | 68.4444 | 616 | 0.7165 | 0.0846 | 0.7165 | 0.8464 |
360
- | 0.239 | 68.6667 | 618 | 0.7065 | 0.0798 | 0.7065 | 0.8406 |
361
- | 0.239 | 68.8889 | 620 | 0.6986 | 0.1508 | 0.6986 | 0.8358 |
362
- | 0.239 | 69.1111 | 622 | 0.6995 | 0.1863 | 0.6995 | 0.8364 |
363
- | 0.239 | 69.3333 | 624 | 0.7095 | 0.2537 | 0.7095 | 0.8423 |
364
- | 0.239 | 69.5556 | 626 | 0.7159 | 0.2537 | 0.7159 | 0.8461 |
365
- | 0.239 | 69.7778 | 628 | 0.7154 | 0.2537 | 0.7154 | 0.8458 |
366
- | 0.239 | 70.0 | 630 | 0.7125 | 0.2537 | 0.7125 | 0.8441 |
367
- | 0.239 | 70.2222 | 632 | 0.7083 | 0.2537 | 0.7083 | 0.8416 |
368
- | 0.239 | 70.4444 | 634 | 0.7025 | 0.1863 | 0.7025 | 0.8381 |
369
- | 0.239 | 70.6667 | 636 | 0.7003 | 0.1508 | 0.7003 | 0.8368 |
370
- | 0.239 | 70.8889 | 638 | 0.7023 | 0.0327 | 0.7023 | 0.8380 |
371
- | 0.239 | 71.1111 | 640 | 0.7109 | 0.0393 | 0.7109 | 0.8431 |
372
- | 0.239 | 71.3333 | 642 | 0.7170 | 0.0393 | 0.7170 | 0.8467 |
373
- | 0.239 | 71.5556 | 644 | 0.7171 | 0.0393 | 0.7171 | 0.8468 |
374
- | 0.239 | 71.7778 | 646 | 0.7149 | 0.0393 | 0.7149 | 0.8455 |
375
 
376
 
377
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task7_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: 0.4843
19
+ - Qwk: 0.5567
20
+ - Mse: 0.4843
21
+ - Rmse: 0.6959
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.3333 | 2 | 2.7077 | -0.0262 | 2.7077 | 1.6455 |
53
+ | No log | 0.6667 | 4 | 1.5778 | 0.0789 | 1.5778 | 1.2561 |
54
+ | No log | 1.0 | 6 | 0.8680 | 0.1724 | 0.8680 | 0.9317 |
55
+ | No log | 1.3333 | 8 | 0.8770 | -0.0192 | 0.8770 | 0.9365 |
56
+ | No log | 1.6667 | 10 | 1.2562 | 0.0450 | 1.2562 | 1.1208 |
57
+ | No log | 2.0 | 12 | 1.8208 | -0.0441 | 1.8208 | 1.3494 |
58
+ | No log | 2.3333 | 14 | 1.7375 | 0.0413 | 1.7375 | 1.3182 |
59
+ | No log | 2.6667 | 16 | 0.7436 | 0.2467 | 0.7436 | 0.8623 |
60
+ | No log | 3.0 | 18 | 0.7193 | 0.3090 | 0.7193 | 0.8481 |
61
+ | No log | 3.3333 | 20 | 0.5854 | 0.2361 | 0.5854 | 0.7651 |
62
+ | No log | 3.6667 | 22 | 0.6130 | 0.4795 | 0.6130 | 0.7830 |
63
+ | No log | 4.0 | 24 | 0.9199 | 0.3163 | 0.9199 | 0.9591 |
64
+ | No log | 4.3333 | 26 | 0.8155 | 0.3747 | 0.8155 | 0.9030 |
65
+ | No log | 4.6667 | 28 | 0.5258 | 0.4966 | 0.5258 | 0.7251 |
66
+ | No log | 5.0 | 30 | 0.5507 | 0.5855 | 0.5507 | 0.7421 |
67
+ | No log | 5.3333 | 32 | 0.6733 | 0.4574 | 0.6733 | 0.8205 |
68
+ | No log | 5.6667 | 34 | 0.4946 | 0.6034 | 0.4946 | 0.7033 |
69
+ | No log | 6.0 | 36 | 0.4364 | 0.6142 | 0.4364 | 0.6606 |
70
+ | No log | 6.3333 | 38 | 0.4562 | 0.5647 | 0.4562 | 0.6754 |
71
+ | No log | 6.6667 | 40 | 0.4340 | 0.5874 | 0.4340 | 0.6588 |
72
+ | No log | 7.0 | 42 | 0.4223 | 0.6467 | 0.4223 | 0.6499 |
73
+ | No log | 7.3333 | 44 | 0.4221 | 0.6661 | 0.4221 | 0.6497 |
74
+ | No log | 7.6667 | 46 | 0.4589 | 0.6052 | 0.4589 | 0.6774 |
75
+ | No log | 8.0 | 48 | 0.4552 | 0.6240 | 0.4552 | 0.6747 |
76
+ | No log | 8.3333 | 50 | 0.4137 | 0.6371 | 0.4137 | 0.6432 |
77
+ | No log | 8.6667 | 52 | 0.4692 | 0.6431 | 0.4692 | 0.6850 |
78
+ | No log | 9.0 | 54 | 0.4468 | 0.6279 | 0.4468 | 0.6685 |
79
+ | No log | 9.3333 | 56 | 0.4501 | 0.6254 | 0.4501 | 0.6709 |
80
+ | No log | 9.6667 | 58 | 0.4403 | 0.6073 | 0.4403 | 0.6636 |
81
+ | No log | 10.0 | 60 | 0.4722 | 0.6305 | 0.4722 | 0.6872 |
82
+ | No log | 10.3333 | 62 | 0.6593 | 0.5489 | 0.6593 | 0.8120 |
83
+ | No log | 10.6667 | 64 | 0.6474 | 0.5489 | 0.6474 | 0.8046 |
84
+ | No log | 11.0 | 66 | 0.5312 | 0.6390 | 0.5312 | 0.7289 |
85
+ | No log | 11.3333 | 68 | 0.4468 | 0.5875 | 0.4468 | 0.6684 |
86
+ | No log | 11.6667 | 70 | 0.4934 | 0.5580 | 0.4934 | 0.7024 |
87
+ | No log | 12.0 | 72 | 0.4488 | 0.5797 | 0.4488 | 0.6699 |
88
+ | No log | 12.3333 | 74 | 0.6137 | 0.5982 | 0.6137 | 0.7834 |
89
+ | No log | 12.6667 | 76 | 0.7146 | 0.4789 | 0.7146 | 0.8453 |
90
+ | No log | 13.0 | 78 | 0.5230 | 0.6648 | 0.5230 | 0.7232 |
91
+ | No log | 13.3333 | 80 | 0.4259 | 0.6173 | 0.4259 | 0.6526 |
92
+ | No log | 13.6667 | 82 | 0.5126 | 0.6039 | 0.5126 | 0.7160 |
93
+ | No log | 14.0 | 84 | 0.4583 | 0.6135 | 0.4583 | 0.6770 |
94
+ | No log | 14.3333 | 86 | 0.4032 | 0.6383 | 0.4032 | 0.6350 |
95
+ | No log | 14.6667 | 88 | 0.4511 | 0.6612 | 0.4511 | 0.6717 |
96
+ | No log | 15.0 | 90 | 0.4414 | 0.6414 | 0.4414 | 0.6644 |
97
+ | No log | 15.3333 | 92 | 0.3988 | 0.6383 | 0.3988 | 0.6315 |
98
+ | No log | 15.6667 | 94 | 0.4826 | 0.5998 | 0.4826 | 0.6947 |
99
+ | No log | 16.0 | 96 | 0.5164 | 0.6005 | 0.5164 | 0.7186 |
100
+ | No log | 16.3333 | 98 | 0.4738 | 0.5484 | 0.4738 | 0.6884 |
101
+ | No log | 16.6667 | 100 | 0.4019 | 0.6632 | 0.4019 | 0.6340 |
102
+ | No log | 17.0 | 102 | 0.4020 | 0.6935 | 0.4020 | 0.6340 |
103
+ | No log | 17.3333 | 104 | 0.4093 | 0.6655 | 0.4093 | 0.6397 |
104
+ | No log | 17.6667 | 106 | 0.4044 | 0.6426 | 0.4044 | 0.6359 |
105
+ | No log | 18.0 | 108 | 0.4241 | 0.6018 | 0.4241 | 0.6512 |
106
+ | No log | 18.3333 | 110 | 0.4218 | 0.6541 | 0.4218 | 0.6494 |
107
+ | No log | 18.6667 | 112 | 0.4051 | 0.6566 | 0.4051 | 0.6365 |
108
+ | No log | 19.0 | 114 | 0.4537 | 0.6154 | 0.4537 | 0.6736 |
109
+ | No log | 19.3333 | 116 | 0.5545 | 0.5502 | 0.5545 | 0.7446 |
110
+ | No log | 19.6667 | 118 | 0.5974 | 0.5228 | 0.5974 | 0.7729 |
111
+ | No log | 20.0 | 120 | 0.4793 | 0.5975 | 0.4793 | 0.6923 |
112
+ | No log | 20.3333 | 122 | 0.4212 | 0.6452 | 0.4212 | 0.6490 |
113
+ | No log | 20.6667 | 124 | 0.4705 | 0.5501 | 0.4705 | 0.6859 |
114
+ | No log | 21.0 | 126 | 0.4867 | 0.5254 | 0.4867 | 0.6976 |
115
+ | No log | 21.3333 | 128 | 0.4374 | 0.5800 | 0.4374 | 0.6613 |
116
+ | No log | 21.6667 | 130 | 0.4878 | 0.5317 | 0.4878 | 0.6984 |
117
+ | No log | 22.0 | 132 | 0.5044 | 0.5763 | 0.5044 | 0.7102 |
118
+ | No log | 22.3333 | 134 | 0.4368 | 0.6170 | 0.4368 | 0.6609 |
119
+ | No log | 22.6667 | 136 | 0.4517 | 0.6228 | 0.4517 | 0.6721 |
120
+ | No log | 23.0 | 138 | 0.5429 | 0.5870 | 0.5429 | 0.7368 |
121
+ | No log | 23.3333 | 140 | 0.5410 | 0.5893 | 0.5410 | 0.7355 |
122
+ | No log | 23.6667 | 142 | 0.4338 | 0.6142 | 0.4338 | 0.6586 |
123
+ | No log | 24.0 | 144 | 0.4906 | 0.6514 | 0.4906 | 0.7004 |
124
+ | No log | 24.3333 | 146 | 0.6033 | 0.6023 | 0.6033 | 0.7767 |
125
+ | No log | 24.6667 | 148 | 0.5479 | 0.5897 | 0.5479 | 0.7402 |
126
+ | No log | 25.0 | 150 | 0.4672 | 0.5548 | 0.4672 | 0.6835 |
127
+ | No log | 25.3333 | 152 | 0.5002 | 0.5612 | 0.5002 | 0.7073 |
128
+ | No log | 25.6667 | 154 | 0.5336 | 0.5597 | 0.5336 | 0.7305 |
129
+ | No log | 26.0 | 156 | 0.5167 | 0.5632 | 0.5167 | 0.7188 |
130
+ | No log | 26.3333 | 158 | 0.4822 | 0.4934 | 0.4822 | 0.6944 |
131
+ | No log | 26.6667 | 160 | 0.4821 | 0.5538 | 0.4821 | 0.6944 |
132
+ | No log | 27.0 | 162 | 0.4945 | 0.5731 | 0.4945 | 0.7032 |
133
+ | No log | 27.3333 | 164 | 0.4906 | 0.5731 | 0.4906 | 0.7005 |
134
+ | No log | 27.6667 | 166 | 0.4870 | 0.5765 | 0.4870 | 0.6979 |
135
+ | No log | 28.0 | 168 | 0.4674 | 0.5765 | 0.4674 | 0.6836 |
136
+ | No log | 28.3333 | 170 | 0.4557 | 0.6020 | 0.4557 | 0.6751 |
137
+ | No log | 28.6667 | 172 | 0.4503 | 0.5767 | 0.4503 | 0.6711 |
138
+ | No log | 29.0 | 174 | 0.4410 | 0.5753 | 0.4410 | 0.6641 |
139
+ | No log | 29.3333 | 176 | 0.4328 | 0.6233 | 0.4328 | 0.6579 |
140
+ | No log | 29.6667 | 178 | 0.4172 | 0.6052 | 0.4172 | 0.6459 |
141
+ | No log | 30.0 | 180 | 0.4031 | 0.6014 | 0.4031 | 0.6349 |
142
+ | No log | 30.3333 | 182 | 0.3975 | 0.6118 | 0.3975 | 0.6305 |
143
+ | No log | 30.6667 | 184 | 0.3950 | 0.6267 | 0.3950 | 0.6285 |
144
+ | No log | 31.0 | 186 | 0.4296 | 0.6797 | 0.4296 | 0.6554 |
145
+ | No log | 31.3333 | 188 | 0.4791 | 0.6485 | 0.4791 | 0.6922 |
146
+ | No log | 31.6667 | 190 | 0.5026 | 0.6566 | 0.5026 | 0.7089 |
147
+ | No log | 32.0 | 192 | 0.4625 | 0.6419 | 0.4625 | 0.6800 |
148
+ | No log | 32.3333 | 194 | 0.4238 | 0.6452 | 0.4238 | 0.6510 |
149
+ | No log | 32.6667 | 196 | 0.4083 | 0.5926 | 0.4083 | 0.6390 |
150
+ | No log | 33.0 | 198 | 0.4074 | 0.6688 | 0.4074 | 0.6383 |
151
+ | No log | 33.3333 | 200 | 0.4036 | 0.6395 | 0.4036 | 0.6353 |
152
+ | No log | 33.6667 | 202 | 0.4003 | 0.5993 | 0.4003 | 0.6327 |
153
+ | No log | 34.0 | 204 | 0.3982 | 0.6267 | 0.3982 | 0.6311 |
154
+ | No log | 34.3333 | 206 | 0.4035 | 0.6443 | 0.4035 | 0.6352 |
155
+ | No log | 34.6667 | 208 | 0.4111 | 0.6797 | 0.4111 | 0.6412 |
156
+ | No log | 35.0 | 210 | 0.4121 | 0.6608 | 0.4121 | 0.6419 |
157
+ | No log | 35.3333 | 212 | 0.4036 | 0.6627 | 0.4036 | 0.6353 |
158
+ | No log | 35.6667 | 214 | 0.4181 | 0.6709 | 0.4181 | 0.6466 |
159
+ | No log | 36.0 | 216 | 0.4132 | 0.6623 | 0.4132 | 0.6428 |
160
+ | No log | 36.3333 | 218 | 0.3974 | 0.6118 | 0.3974 | 0.6304 |
161
+ | No log | 36.6667 | 220 | 0.4415 | 0.6972 | 0.4415 | 0.6644 |
162
+ | No log | 37.0 | 222 | 0.4400 | 0.6972 | 0.4400 | 0.6634 |
163
+ | No log | 37.3333 | 224 | 0.4150 | 0.6698 | 0.4150 | 0.6442 |
164
+ | No log | 37.6667 | 226 | 0.4056 | 0.6837 | 0.4056 | 0.6369 |
165
+ | No log | 38.0 | 228 | 0.4174 | 0.6807 | 0.4174 | 0.6461 |
166
+ | No log | 38.3333 | 230 | 0.4157 | 0.6716 | 0.4157 | 0.6448 |
167
+ | No log | 38.6667 | 232 | 0.4284 | 0.6418 | 0.4284 | 0.6545 |
168
+ | No log | 39.0 | 234 | 0.4213 | 0.6024 | 0.4213 | 0.6490 |
169
+ | No log | 39.3333 | 236 | 0.4231 | 0.6125 | 0.4231 | 0.6505 |
170
+ | No log | 39.6667 | 238 | 0.4228 | 0.6111 | 0.4228 | 0.6503 |
171
+ | No log | 40.0 | 240 | 0.4240 | 0.6242 | 0.4240 | 0.6511 |
172
+ | No log | 40.3333 | 242 | 0.4221 | 0.6242 | 0.4221 | 0.6497 |
173
+ | No log | 40.6667 | 244 | 0.4208 | 0.6292 | 0.4208 | 0.6487 |
174
+ | No log | 41.0 | 246 | 0.4264 | 0.6020 | 0.4264 | 0.6530 |
175
+ | No log | 41.3333 | 248 | 0.4214 | 0.6020 | 0.4214 | 0.6491 |
176
+ | No log | 41.6667 | 250 | 0.4263 | 0.6223 | 0.4263 | 0.6529 |
177
+ | No log | 42.0 | 252 | 0.4202 | 0.6223 | 0.4202 | 0.6482 |
178
+ | No log | 42.3333 | 254 | 0.4081 | 0.6566 | 0.4081 | 0.6388 |
179
+ | No log | 42.6667 | 256 | 0.4152 | 0.6818 | 0.4152 | 0.6444 |
180
+ | No log | 43.0 | 258 | 0.4146 | 0.6818 | 0.4146 | 0.6439 |
181
+ | No log | 43.3333 | 260 | 0.4108 | 0.6639 | 0.4108 | 0.6409 |
182
+ | No log | 43.6667 | 262 | 0.4084 | 0.6587 | 0.4084 | 0.6391 |
183
+ | No log | 44.0 | 264 | 0.4353 | 0.6419 | 0.4353 | 0.6598 |
184
+ | No log | 44.3333 | 266 | 0.4473 | 0.6337 | 0.4473 | 0.6688 |
185
+ | No log | 44.6667 | 268 | 0.4222 | 0.6598 | 0.4222 | 0.6498 |
186
+ | No log | 45.0 | 270 | 0.4081 | 0.6672 | 0.4081 | 0.6388 |
187
+ | No log | 45.3333 | 272 | 0.4151 | 0.6739 | 0.4151 | 0.6443 |
188
+ | No log | 45.6667 | 274 | 0.4315 | 0.6818 | 0.4315 | 0.6569 |
189
+ | No log | 46.0 | 276 | 0.4593 | 0.5653 | 0.4593 | 0.6777 |
190
+ | No log | 46.3333 | 278 | 0.4701 | 0.5712 | 0.4701 | 0.6856 |
191
+ | No log | 46.6667 | 280 | 0.4502 | 0.6018 | 0.4502 | 0.6710 |
192
+ | No log | 47.0 | 282 | 0.4301 | 0.5941 | 0.4301 | 0.6558 |
193
+ | No log | 47.3333 | 284 | 0.4256 | 0.6183 | 0.4256 | 0.6524 |
194
+ | No log | 47.6667 | 286 | 0.4807 | 0.6141 | 0.4807 | 0.6934 |
195
+ | No log | 48.0 | 288 | 0.5258 | 0.5051 | 0.5258 | 0.7251 |
196
+ | No log | 48.3333 | 290 | 0.5315 | 0.4814 | 0.5315 | 0.7290 |
197
+ | No log | 48.6667 | 292 | 0.4796 | 0.6013 | 0.4796 | 0.6926 |
198
+ | No log | 49.0 | 294 | 0.4485 | 0.5522 | 0.4485 | 0.6697 |
199
+ | No log | 49.3333 | 296 | 0.4602 | 0.5326 | 0.4602 | 0.6784 |
200
+ | No log | 49.6667 | 298 | 0.4973 | 0.5485 | 0.4973 | 0.7052 |
201
+ | No log | 50.0 | 300 | 0.5413 | 0.5131 | 0.5413 | 0.7357 |
202
+ | No log | 50.3333 | 302 | 0.6260 | 0.5241 | 0.6260 | 0.7912 |
203
+ | No log | 50.6667 | 304 | 0.6877 | 0.4764 | 0.6877 | 0.8293 |
204
+ | No log | 51.0 | 306 | 0.6361 | 0.4404 | 0.6361 | 0.7976 |
205
+ | No log | 51.3333 | 308 | 0.5585 | 0.4451 | 0.5585 | 0.7474 |
206
+ | No log | 51.6667 | 310 | 0.5036 | 0.5326 | 0.5036 | 0.7097 |
207
+ | No log | 52.0 | 312 | 0.4729 | 0.5665 | 0.4729 | 0.6877 |
208
+ | No log | 52.3333 | 314 | 0.4576 | 0.5600 | 0.4576 | 0.6765 |
209
+ | No log | 52.6667 | 316 | 0.4545 | 0.5800 | 0.4545 | 0.6742 |
210
+ | No log | 53.0 | 318 | 0.4742 | 0.5597 | 0.4742 | 0.6886 |
211
+ | No log | 53.3333 | 320 | 0.4875 | 0.5552 | 0.4875 | 0.6982 |
212
+ | No log | 53.6667 | 322 | 0.4809 | 0.5831 | 0.4809 | 0.6935 |
213
+ | No log | 54.0 | 324 | 0.4882 | 0.5845 | 0.4882 | 0.6987 |
214
+ | No log | 54.3333 | 326 | 0.4895 | 0.5673 | 0.4895 | 0.6997 |
215
+ | No log | 54.6667 | 328 | 0.4697 | 0.5758 | 0.4697 | 0.6853 |
216
+ | No log | 55.0 | 330 | 0.4388 | 0.7012 | 0.4388 | 0.6624 |
217
+ | No log | 55.3333 | 332 | 0.4395 | 0.6993 | 0.4395 | 0.6630 |
218
+ | No log | 55.6667 | 334 | 0.4308 | 0.6730 | 0.4308 | 0.6564 |
219
+ | No log | 56.0 | 336 | 0.4379 | 0.6993 | 0.4379 | 0.6617 |
220
+ | No log | 56.3333 | 338 | 0.4425 | 0.6894 | 0.4425 | 0.6652 |
221
+ | No log | 56.6667 | 340 | 0.4370 | 0.6894 | 0.4370 | 0.6611 |
222
+ | No log | 57.0 | 342 | 0.4112 | 0.6730 | 0.4112 | 0.6412 |
223
+ | No log | 57.3333 | 344 | 0.3973 | 0.6469 | 0.3973 | 0.6303 |
224
+ | No log | 57.6667 | 346 | 0.4023 | 0.6491 | 0.4023 | 0.6343 |
225
+ | No log | 58.0 | 348 | 0.4164 | 0.6598 | 0.4164 | 0.6453 |
226
+ | No log | 58.3333 | 350 | 0.4092 | 0.6683 | 0.4092 | 0.6397 |
227
+ | No log | 58.6667 | 352 | 0.3975 | 0.6492 | 0.3975 | 0.6305 |
228
+ | No log | 59.0 | 354 | 0.3949 | 0.6481 | 0.3949 | 0.6284 |
229
+ | No log | 59.3333 | 356 | 0.3979 | 0.6730 | 0.3979 | 0.6308 |
230
+ | No log | 59.6667 | 358 | 0.4109 | 0.6818 | 0.4109 | 0.6410 |
231
+ | No log | 60.0 | 360 | 0.4091 | 0.6364 | 0.4091 | 0.6396 |
232
+ | No log | 60.3333 | 362 | 0.4079 | 0.6279 | 0.4079 | 0.6386 |
233
+ | No log | 60.6667 | 364 | 0.4176 | 0.6279 | 0.4176 | 0.6462 |
234
+ | No log | 61.0 | 366 | 0.4228 | 0.6279 | 0.4228 | 0.6503 |
235
+ | No log | 61.3333 | 368 | 0.4258 | 0.6279 | 0.4258 | 0.6525 |
236
+ | No log | 61.6667 | 370 | 0.4301 | 0.6279 | 0.4301 | 0.6558 |
237
+ | No log | 62.0 | 372 | 0.4383 | 0.6171 | 0.4383 | 0.6620 |
238
+ | No log | 62.3333 | 374 | 0.4483 | 0.5936 | 0.4483 | 0.6696 |
239
+ | No log | 62.6667 | 376 | 0.4502 | 0.6185 | 0.4502 | 0.6710 |
240
+ | No log | 63.0 | 378 | 0.4593 | 0.5974 | 0.4593 | 0.6778 |
241
+ | No log | 63.3333 | 380 | 0.4792 | 0.6025 | 0.4792 | 0.6922 |
242
+ | No log | 63.6667 | 382 | 0.4881 | 0.5395 | 0.4881 | 0.6986 |
243
+ | No log | 64.0 | 384 | 0.4747 | 0.5577 | 0.4747 | 0.6890 |
244
+ | No log | 64.3333 | 386 | 0.4615 | 0.5362 | 0.4615 | 0.6793 |
245
+ | No log | 64.6667 | 388 | 0.4589 | 0.5550 | 0.4589 | 0.6774 |
246
+ | No log | 65.0 | 390 | 0.4631 | 0.5307 | 0.4631 | 0.6805 |
247
+ | No log | 65.3333 | 392 | 0.4756 | 0.5345 | 0.4756 | 0.6897 |
248
+ | No log | 65.6667 | 394 | 0.4797 | 0.5324 | 0.4797 | 0.6926 |
249
+ | No log | 66.0 | 396 | 0.4817 | 0.5324 | 0.4817 | 0.6941 |
250
+ | No log | 66.3333 | 398 | 0.4797 | 0.5543 | 0.4797 | 0.6926 |
251
+ | No log | 66.6667 | 400 | 0.4687 | 0.5784 | 0.4687 | 0.6846 |
252
+ | No log | 67.0 | 402 | 0.4573 | 0.5899 | 0.4573 | 0.6762 |
253
+ | No log | 67.3333 | 404 | 0.4524 | 0.5899 | 0.4524 | 0.6726 |
254
+ | No log | 67.6667 | 406 | 0.4535 | 0.5899 | 0.4535 | 0.6734 |
255
+ | No log | 68.0 | 408 | 0.4518 | 0.5899 | 0.4518 | 0.6721 |
256
+ | No log | 68.3333 | 410 | 0.4514 | 0.6125 | 0.4514 | 0.6718 |
257
+ | No log | 68.6667 | 412 | 0.4563 | 0.5899 | 0.4563 | 0.6755 |
258
+ | No log | 69.0 | 414 | 0.4647 | 0.5899 | 0.4647 | 0.6817 |
259
+ | No log | 69.3333 | 416 | 0.4759 | 0.5326 | 0.4759 | 0.6898 |
260
+ | No log | 69.6667 | 418 | 0.4937 | 0.5056 | 0.4937 | 0.7027 |
261
+ | No log | 70.0 | 420 | 0.5048 | 0.5289 | 0.5048 | 0.7105 |
262
+ | No log | 70.3333 | 422 | 0.5203 | 0.4875 | 0.5203 | 0.7213 |
263
+ | No log | 70.6667 | 424 | 0.5202 | 0.4875 | 0.5202 | 0.7212 |
264
+ | No log | 71.0 | 426 | 0.4976 | 0.5056 | 0.4976 | 0.7054 |
265
+ | No log | 71.3333 | 428 | 0.4870 | 0.5076 | 0.4870 | 0.6979 |
266
+ | No log | 71.6667 | 430 | 0.4695 | 0.5899 | 0.4695 | 0.6852 |
267
+ | No log | 72.0 | 432 | 0.4594 | 0.5815 | 0.4594 | 0.6778 |
268
+ | No log | 72.3333 | 434 | 0.4633 | 0.6101 | 0.4633 | 0.6807 |
269
+ | No log | 72.6667 | 436 | 0.4765 | 0.6013 | 0.4765 | 0.6903 |
270
+ | No log | 73.0 | 438 | 0.4881 | 0.5528 | 0.4881 | 0.6987 |
271
+ | No log | 73.3333 | 440 | 0.5001 | 0.5528 | 0.5001 | 0.7072 |
272
+ | No log | 73.6667 | 442 | 0.4843 | 0.5438 | 0.4843 | 0.6959 |
273
+ | No log | 74.0 | 444 | 0.4621 | 0.6114 | 0.4621 | 0.6798 |
274
+ | No log | 74.3333 | 446 | 0.4542 | 0.6020 | 0.4542 | 0.6740 |
275
+ | No log | 74.6667 | 448 | 0.4473 | 0.6292 | 0.4473 | 0.6688 |
276
+ | No log | 75.0 | 450 | 0.4481 | 0.5956 | 0.4481 | 0.6694 |
277
+ | No log | 75.3333 | 452 | 0.4559 | 0.5899 | 0.4559 | 0.6752 |
278
+ | No log | 75.6667 | 454 | 0.4615 | 0.6214 | 0.4615 | 0.6793 |
279
+ | No log | 76.0 | 456 | 0.4659 | 0.6214 | 0.4659 | 0.6826 |
280
+ | No log | 76.3333 | 458 | 0.4675 | 0.5995 | 0.4675 | 0.6838 |
281
+ | No log | 76.6667 | 460 | 0.4730 | 0.6201 | 0.4730 | 0.6877 |
282
+ | No log | 77.0 | 462 | 0.4806 | 0.6201 | 0.4806 | 0.6932 |
283
+ | No log | 77.3333 | 464 | 0.5030 | 0.5736 | 0.5030 | 0.7092 |
284
+ | No log | 77.6667 | 466 | 0.5228 | 0.5327 | 0.5228 | 0.7230 |
285
+ | No log | 78.0 | 468 | 0.5306 | 0.5544 | 0.5306 | 0.7284 |
286
+ | No log | 78.3333 | 470 | 0.5266 | 0.5327 | 0.5266 | 0.7257 |
287
+ | No log | 78.6667 | 472 | 0.5202 | 0.5327 | 0.5202 | 0.7212 |
288
+ | No log | 79.0 | 474 | 0.5239 | 0.5327 | 0.5239 | 0.7238 |
289
+ | No log | 79.3333 | 476 | 0.5140 | 0.5736 | 0.5140 | 0.7169 |
290
+ | No log | 79.6667 | 478 | 0.5015 | 0.5736 | 0.5015 | 0.7081 |
291
+ | No log | 80.0 | 480 | 0.4955 | 0.6401 | 0.4955 | 0.7039 |
292
+ | No log | 80.3333 | 482 | 0.4884 | 0.5784 | 0.4884 | 0.6988 |
293
+ | No log | 80.6667 | 484 | 0.4905 | 0.5784 | 0.4905 | 0.7003 |
294
+ | No log | 81.0 | 486 | 0.4929 | 0.5550 | 0.4929 | 0.7021 |
295
+ | No log | 81.3333 | 488 | 0.4925 | 0.5550 | 0.4925 | 0.7018 |
296
+ | No log | 81.6667 | 490 | 0.4881 | 0.5567 | 0.4881 | 0.6987 |
297
+ | No log | 82.0 | 492 | 0.4824 | 0.5567 | 0.4824 | 0.6945 |
298
+ | No log | 82.3333 | 494 | 0.4747 | 0.5899 | 0.4747 | 0.6890 |
299
+ | No log | 82.6667 | 496 | 0.4694 | 0.5899 | 0.4694 | 0.6851 |
300
+ | No log | 83.0 | 498 | 0.4675 | 0.6125 | 0.4675 | 0.6837 |
301
+ | 0.2204 | 83.3333 | 500 | 0.4685 | 0.6125 | 0.4685 | 0.6845 |
302
+ | 0.2204 | 83.6667 | 502 | 0.4704 | 0.5899 | 0.4704 | 0.6859 |
303
+ | 0.2204 | 84.0 | 504 | 0.4733 | 0.5665 | 0.4733 | 0.6880 |
304
+ | 0.2204 | 84.3333 | 506 | 0.4770 | 0.5665 | 0.4770 | 0.6906 |
305
+ | 0.2204 | 84.6667 | 508 | 0.4794 | 0.5567 | 0.4794 | 0.6924 |
306
+ | 0.2204 | 85.0 | 510 | 0.4843 | 0.5567 | 0.4843 | 0.6959 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
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