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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task7_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: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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: 0.8032
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- - Qwk: 0.4052
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- - Mse: 0.8032
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- - Rmse: 0.8962
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  ## Model description
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@@ -49,266 +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 | 0.1176 | 2 | 2.5757 | -0.0924 | 2.5757 | 1.6049 |
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- | No log | 0.2353 | 4 | 1.3587 | 0.0994 | 1.3587 | 1.1656 |
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- | No log | 0.3529 | 6 | 1.1844 | -0.2292 | 1.1844 | 1.0883 |
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- | No log | 0.4706 | 8 | 0.9977 | -0.0426 | 0.9977 | 0.9988 |
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- | No log | 0.5882 | 10 | 0.9364 | 0.1007 | 0.9364 | 0.9677 |
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- | No log | 0.7059 | 12 | 0.8715 | 0.1648 | 0.8715 | 0.9335 |
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- | No log | 0.8235 | 14 | 0.8307 | -0.0103 | 0.8307 | 0.9114 |
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- | No log | 0.9412 | 16 | 0.8269 | -0.0483 | 0.8269 | 0.9094 |
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- | No log | 1.0588 | 18 | 0.9257 | 0.0495 | 0.9257 | 0.9621 |
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- | No log | 1.1765 | 20 | 0.9539 | -0.0700 | 0.9539 | 0.9767 |
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- | No log | 1.2941 | 22 | 0.8720 | 0.0027 | 0.8720 | 0.9338 |
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- | No log | 1.4118 | 24 | 0.8314 | 0.0 | 0.8314 | 0.9118 |
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- | No log | 1.5294 | 26 | 0.8248 | 0.0 | 0.8248 | 0.9082 |
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- | No log | 1.6471 | 28 | 0.8307 | 0.1236 | 0.8307 | 0.9114 |
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- | No log | 1.7647 | 30 | 0.7798 | 0.0 | 0.7798 | 0.8831 |
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- | No log | 1.8824 | 32 | 0.7549 | 0.0 | 0.7549 | 0.8688 |
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- | No log | 2.0 | 34 | 0.7683 | 0.0 | 0.7683 | 0.8765 |
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- | No log | 2.1176 | 36 | 0.8061 | 0.0481 | 0.8061 | 0.8978 |
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- | No log | 2.2353 | 38 | 0.9177 | 0.2526 | 0.9177 | 0.9579 |
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- | No log | 2.3529 | 40 | 0.9241 | 0.3444 | 0.9241 | 0.9613 |
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- | No log | 2.4706 | 42 | 0.8782 | 0.3173 | 0.8782 | 0.9371 |
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- | No log | 2.5882 | 44 | 0.7992 | 0.1372 | 0.7992 | 0.8940 |
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- | No log | 2.7059 | 46 | 0.7477 | 0.0937 | 0.7477 | 0.8647 |
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- | No log | 2.8235 | 48 | 0.7057 | 0.0428 | 0.7057 | 0.8400 |
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- | No log | 2.9412 | 50 | 0.7487 | 0.3243 | 0.7487 | 0.8653 |
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- | No log | 3.0588 | 52 | 0.8144 | 0.1648 | 0.8144 | 0.9025 |
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- | No log | 3.1765 | 54 | 0.8334 | 0.1699 | 0.8334 | 0.9129 |
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- | No log | 3.2941 | 56 | 0.8386 | 0.1094 | 0.8386 | 0.9157 |
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- | No log | 3.4118 | 58 | 0.8747 | -0.0027 | 0.8747 | 0.9353 |
81
- | No log | 3.5294 | 60 | 0.9345 | -0.1275 | 0.9345 | 0.9667 |
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- | No log | 3.6471 | 62 | 0.8860 | -0.0444 | 0.8860 | 0.9413 |
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- | No log | 3.7647 | 64 | 0.7937 | 0.0 | 0.7937 | 0.8909 |
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- | No log | 3.8824 | 66 | 0.7158 | 0.0889 | 0.7158 | 0.8460 |
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- | No log | 4.0 | 68 | 0.7009 | 0.0393 | 0.7009 | 0.8372 |
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- | No log | 4.1176 | 70 | 0.7320 | 0.0359 | 0.7320 | 0.8556 |
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- | No log | 4.2353 | 72 | 0.7952 | -0.0051 | 0.7952 | 0.8917 |
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- | No log | 4.3529 | 74 | 0.8104 | 0.0265 | 0.8104 | 0.9002 |
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- | No log | 4.4706 | 76 | 0.8378 | 0.0927 | 0.8378 | 0.9153 |
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- | No log | 4.5882 | 78 | 0.8915 | 0.0966 | 0.8915 | 0.9442 |
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- | No log | 4.7059 | 80 | 0.9184 | 0.1699 | 0.9184 | 0.9583 |
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- | No log | 4.8235 | 82 | 0.9273 | 0.2171 | 0.9273 | 0.9630 |
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- | No log | 4.9412 | 84 | 0.9054 | 0.1972 | 0.9054 | 0.9515 |
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- | No log | 5.0588 | 86 | 0.9133 | 0.0245 | 0.9133 | 0.9557 |
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- | No log | 5.1765 | 88 | 0.8967 | 0.0968 | 0.8967 | 0.9469 |
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- | No log | 5.2941 | 90 | 0.9317 | 0.1303 | 0.9317 | 0.9652 |
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- | No log | 5.4118 | 92 | 0.9621 | 0.2063 | 0.9621 | 0.9809 |
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- | No log | 5.5294 | 94 | 0.9345 | 0.2632 | 0.9345 | 0.9667 |
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- | No log | 5.6471 | 96 | 0.8433 | 0.3238 | 0.8433 | 0.9183 |
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- | No log | 5.7647 | 98 | 0.8241 | 0.2007 | 0.8241 | 0.9078 |
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- | No log | 5.8824 | 100 | 0.8276 | -0.0070 | 0.8276 | 0.9097 |
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- | No log | 6.0 | 102 | 0.8620 | 0.0362 | 0.8620 | 0.9284 |
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- | No log | 6.1176 | 104 | 0.8316 | 0.0697 | 0.8316 | 0.9119 |
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- | No log | 6.2353 | 106 | 0.8264 | 0.2345 | 0.8264 | 0.9091 |
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- | No log | 6.3529 | 108 | 0.8756 | 0.2604 | 0.8756 | 0.9357 |
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- | No log | 6.4706 | 110 | 0.8394 | 0.2171 | 0.8394 | 0.9162 |
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- | No log | 6.5882 | 112 | 0.8391 | 0.2063 | 0.8391 | 0.9160 |
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- | No log | 6.7059 | 114 | 0.8412 | 0.0 | 0.8412 | 0.9172 |
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- | No log | 6.8235 | 116 | 0.7238 | 0.1829 | 0.7238 | 0.8508 |
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- | No log | 6.9412 | 118 | 0.6557 | 0.2819 | 0.6557 | 0.8098 |
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- | No log | 7.0588 | 120 | 0.6879 | 0.3950 | 0.6879 | 0.8294 |
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- | No log | 7.1765 | 122 | 0.8563 | 0.3499 | 0.8563 | 0.9254 |
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- | No log | 7.2941 | 124 | 0.9871 | 0.2921 | 0.9871 | 0.9935 |
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- | No log | 7.4118 | 126 | 0.9991 | 0.2464 | 0.9991 | 0.9995 |
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- | No log | 7.5294 | 128 | 1.0648 | 0.1354 | 1.0648 | 1.0319 |
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- | No log | 7.6471 | 130 | 1.5336 | 0.1007 | 1.5336 | 1.2384 |
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- | No log | 7.7647 | 132 | 1.5717 | 0.0790 | 1.5717 | 1.2537 |
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- | No log | 7.8824 | 134 | 1.2385 | 0.1332 | 1.2385 | 1.1129 |
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- | No log | 8.0 | 136 | 0.9813 | 0.0801 | 0.9813 | 0.9906 |
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- | No log | 8.1176 | 138 | 0.9364 | 0.2832 | 0.9364 | 0.9677 |
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- | No log | 8.2353 | 140 | 0.8927 | 0.3183 | 0.8927 | 0.9448 |
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- | No log | 8.3529 | 142 | 0.8519 | 0.3221 | 0.8519 | 0.9230 |
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- | No log | 8.4706 | 144 | 0.8226 | 0.2414 | 0.8226 | 0.9069 |
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- | No log | 8.5882 | 146 | 0.8010 | 0.2813 | 0.8010 | 0.8950 |
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- | No log | 8.7059 | 148 | 0.7961 | 0.2784 | 0.7961 | 0.8922 |
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- | No log | 8.8235 | 150 | 0.8075 | 0.3372 | 0.8075 | 0.8986 |
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- | No log | 8.9412 | 152 | 0.8405 | 0.3699 | 0.8405 | 0.9168 |
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- | No log | 9.0588 | 154 | 0.7972 | 0.3637 | 0.7972 | 0.8928 |
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- | No log | 9.1765 | 156 | 0.7613 | 0.3099 | 0.7613 | 0.8725 |
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- | No log | 9.2941 | 158 | 0.7245 | 0.1699 | 0.7245 | 0.8512 |
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- | No log | 9.4118 | 160 | 0.7186 | 0.1807 | 0.7186 | 0.8477 |
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- | No log | 9.5294 | 162 | 0.7385 | 0.1268 | 0.7385 | 0.8593 |
133
- | No log | 9.6471 | 164 | 0.7850 | 0.2171 | 0.7850 | 0.8860 |
134
- | No log | 9.7647 | 166 | 0.8374 | 0.2328 | 0.8374 | 0.9151 |
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- | No log | 9.8824 | 168 | 0.8369 | 0.1995 | 0.8369 | 0.9148 |
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- | No log | 10.0 | 170 | 0.8049 | 0.2589 | 0.8049 | 0.8971 |
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- | No log | 10.1176 | 172 | 0.8180 | 0.0652 | 0.8180 | 0.9044 |
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- | No log | 10.2353 | 174 | 0.8234 | 0.0652 | 0.8234 | 0.9074 |
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- | No log | 10.3529 | 176 | 0.7990 | 0.2027 | 0.7990 | 0.8938 |
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- | No log | 10.4706 | 178 | 0.7999 | 0.3372 | 0.7999 | 0.8943 |
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- | No log | 10.5882 | 180 | 0.7837 | 0.3564 | 0.7837 | 0.8853 |
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- | No log | 10.7059 | 182 | 0.6983 | 0.3032 | 0.6983 | 0.8356 |
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- | No log | 10.8235 | 184 | 0.6769 | 0.3425 | 0.6769 | 0.8228 |
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- | No log | 10.9412 | 186 | 0.7105 | 0.3127 | 0.7105 | 0.8429 |
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- | No log | 11.0588 | 188 | 0.7800 | 0.3372 | 0.7800 | 0.8832 |
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- | No log | 11.1765 | 190 | 0.8865 | 0.3782 | 0.8865 | 0.9415 |
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- | No log | 11.2941 | 192 | 0.8579 | 0.4251 | 0.8579 | 0.9262 |
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- | No log | 11.4118 | 194 | 0.7613 | 0.2784 | 0.7613 | 0.8725 |
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- | No log | 11.5294 | 196 | 0.7461 | 0.2683 | 0.7461 | 0.8637 |
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- | No log | 11.6471 | 198 | 0.7541 | 0.2683 | 0.7541 | 0.8684 |
151
- | No log | 11.7647 | 200 | 0.7541 | 0.2319 | 0.7541 | 0.8684 |
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- | No log | 11.8824 | 202 | 0.8252 | 0.4089 | 0.8252 | 0.9084 |
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- | No log | 12.0 | 204 | 0.8374 | 0.3590 | 0.8374 | 0.9151 |
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- | No log | 12.1176 | 206 | 0.8097 | 0.1264 | 0.8097 | 0.8998 |
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- | No log | 12.2353 | 208 | 0.8086 | 0.1723 | 0.8086 | 0.8992 |
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- | No log | 12.3529 | 210 | 0.8116 | 0.1051 | 0.8116 | 0.9009 |
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- | No log | 12.4706 | 212 | 0.7856 | 0.2158 | 0.7856 | 0.8863 |
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- | No log | 12.5882 | 214 | 0.7473 | 0.2319 | 0.7473 | 0.8645 |
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- | No log | 12.7059 | 216 | 0.7784 | 0.3894 | 0.7784 | 0.8823 |
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- | No log | 12.8235 | 218 | 0.7992 | 0.4014 | 0.7992 | 0.8940 |
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- | No log | 12.9412 | 220 | 0.7434 | 0.4076 | 0.7434 | 0.8622 |
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- | No log | 13.0588 | 222 | 0.7099 | 0.3545 | 0.7099 | 0.8425 |
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- | No log | 13.1765 | 224 | 0.6986 | 0.3622 | 0.6986 | 0.8358 |
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- | No log | 13.2941 | 226 | 0.7285 | 0.3545 | 0.7285 | 0.8535 |
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- | No log | 13.4118 | 228 | 0.8145 | 0.3372 | 0.8145 | 0.9025 |
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- | No log | 13.5294 | 230 | 0.9086 | 0.3131 | 0.9086 | 0.9532 |
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- | No log | 13.6471 | 232 | 0.9034 | 0.3195 | 0.9034 | 0.9505 |
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- | No log | 13.7647 | 234 | 0.8619 | 0.2847 | 0.8619 | 0.9284 |
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- | No log | 13.8824 | 236 | 0.8313 | 0.3737 | 0.8313 | 0.9118 |
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- | No log | 14.0 | 238 | 0.8160 | 0.3918 | 0.8160 | 0.9033 |
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- | No log | 14.1176 | 240 | 0.7708 | 0.3996 | 0.7708 | 0.8780 |
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- | No log | 14.2353 | 242 | 0.7486 | 0.3996 | 0.7486 | 0.8652 |
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- | No log | 14.3529 | 244 | 0.7968 | 0.3302 | 0.7968 | 0.8926 |
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- | No log | 14.4706 | 246 | 0.8710 | 0.4175 | 0.8710 | 0.9333 |
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- | No log | 14.5882 | 248 | 0.9417 | 0.3761 | 0.9417 | 0.9704 |
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- | No log | 14.7059 | 250 | 0.8782 | 0.3538 | 0.8782 | 0.9371 |
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- | No log | 14.8235 | 252 | 0.7827 | 0.3494 | 0.7827 | 0.8847 |
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- | No log | 14.9412 | 254 | 0.7067 | 0.3518 | 0.7067 | 0.8406 |
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- | No log | 15.0588 | 256 | 0.6833 | 0.3701 | 0.6833 | 0.8266 |
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- | No log | 15.1765 | 258 | 0.6791 | 0.4001 | 0.6791 | 0.8241 |
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- | No log | 15.2941 | 260 | 0.6811 | 0.3701 | 0.6811 | 0.8253 |
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- | No log | 15.4118 | 262 | 0.7124 | 0.3868 | 0.7124 | 0.8440 |
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- | No log | 15.5294 | 264 | 0.7480 | 0.3789 | 0.7480 | 0.8649 |
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- | No log | 15.6471 | 266 | 0.8122 | 0.3746 | 0.8122 | 0.9012 |
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- | No log | 15.7647 | 268 | 0.8056 | 0.3494 | 0.8056 | 0.8975 |
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- | No log | 15.8824 | 270 | 0.7901 | 0.3894 | 0.7901 | 0.8888 |
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- | No log | 16.0 | 272 | 0.7528 | 0.4134 | 0.7528 | 0.8677 |
188
- | No log | 16.1176 | 274 | 0.7109 | 0.3238 | 0.7109 | 0.8432 |
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- | No log | 16.2353 | 276 | 0.7114 | 0.3238 | 0.7114 | 0.8435 |
190
- | No log | 16.3529 | 278 | 0.7378 | 0.3518 | 0.7378 | 0.8589 |
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- | No log | 16.4706 | 280 | 0.7623 | 0.3712 | 0.7623 | 0.8731 |
192
- | No log | 16.5882 | 282 | 0.7732 | 0.3712 | 0.7732 | 0.8793 |
193
- | No log | 16.7059 | 284 | 0.7770 | 0.3637 | 0.7770 | 0.8815 |
194
- | No log | 16.8235 | 286 | 0.8168 | 0.3746 | 0.8168 | 0.9038 |
195
- | No log | 16.9412 | 288 | 0.7929 | 0.3819 | 0.7929 | 0.8904 |
196
- | No log | 17.0588 | 290 | 0.7471 | 0.3712 | 0.7471 | 0.8644 |
197
- | No log | 17.1765 | 292 | 0.7909 | 0.3444 | 0.7909 | 0.8893 |
198
- | No log | 17.2941 | 294 | 0.8272 | 0.2847 | 0.8272 | 0.9095 |
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- | No log | 17.4118 | 296 | 0.8620 | 0.2847 | 0.8620 | 0.9284 |
200
- | No log | 17.5294 | 298 | 0.9036 | 0.2498 | 0.9036 | 0.9506 |
201
- | No log | 17.6471 | 300 | 0.9400 | 0.2204 | 0.9400 | 0.9696 |
202
- | No log | 17.7647 | 302 | 0.9759 | 0.1495 | 0.9759 | 0.9879 |
203
- | No log | 17.8824 | 304 | 1.0037 | 0.1260 | 1.0037 | 1.0018 |
204
- | No log | 18.0 | 306 | 0.9694 | 0.1636 | 0.9694 | 0.9846 |
205
- | No log | 18.1176 | 308 | 0.8644 | 0.2751 | 0.8644 | 0.9297 |
206
- | No log | 18.2353 | 310 | 0.7909 | 0.3253 | 0.7909 | 0.8893 |
207
- | No log | 18.3529 | 312 | 0.7524 | 0.3840 | 0.7524 | 0.8674 |
208
- | No log | 18.4706 | 314 | 0.7711 | 0.4597 | 0.7711 | 0.8781 |
209
- | No log | 18.5882 | 316 | 0.7910 | 0.4597 | 0.7910 | 0.8894 |
210
- | No log | 18.7059 | 318 | 0.7988 | 0.4684 | 0.7988 | 0.8938 |
211
- | No log | 18.8235 | 320 | 0.7770 | 0.4182 | 0.7770 | 0.8815 |
212
- | No log | 18.9412 | 322 | 0.7755 | 0.3123 | 0.7755 | 0.8806 |
213
- | No log | 19.0588 | 324 | 0.7761 | 0.2685 | 0.7761 | 0.8810 |
214
- | No log | 19.1765 | 326 | 0.7805 | 0.2685 | 0.7805 | 0.8835 |
215
- | No log | 19.2941 | 328 | 0.8082 | 0.3518 | 0.8082 | 0.8990 |
216
- | No log | 19.4118 | 330 | 0.8000 | 0.3518 | 0.8000 | 0.8944 |
217
- | No log | 19.5294 | 332 | 0.8343 | 0.2662 | 0.8343 | 0.9134 |
218
- | No log | 19.6471 | 334 | 0.8458 | 0.3261 | 0.8458 | 0.9197 |
219
- | No log | 19.7647 | 336 | 0.8213 | 0.2950 | 0.8213 | 0.9063 |
220
- | No log | 19.8824 | 338 | 0.7959 | 0.2685 | 0.7959 | 0.8921 |
221
- | No log | 20.0 | 340 | 0.7812 | 0.2685 | 0.7812 | 0.8839 |
222
- | No log | 20.1176 | 342 | 0.7656 | 0.2685 | 0.7656 | 0.8750 |
223
- | No log | 20.2353 | 344 | 0.7817 | 0.2981 | 0.7817 | 0.8841 |
224
- | No log | 20.3529 | 346 | 0.8332 | 0.3372 | 0.8332 | 0.9128 |
225
- | No log | 20.4706 | 348 | 0.9192 | 0.2754 | 0.9192 | 0.9588 |
226
- | No log | 20.5882 | 350 | 0.9276 | 0.3256 | 0.9276 | 0.9631 |
227
- | No log | 20.7059 | 352 | 0.8733 | 0.3519 | 0.8733 | 0.9345 |
228
- | No log | 20.8235 | 354 | 0.8068 | 0.3444 | 0.8068 | 0.8982 |
229
- | No log | 20.9412 | 356 | 0.7996 | 0.3444 | 0.7996 | 0.8942 |
230
- | No log | 21.0588 | 358 | 0.8035 | 0.3770 | 0.8035 | 0.8964 |
231
- | No log | 21.1765 | 360 | 0.7836 | 0.4014 | 0.7836 | 0.8852 |
232
- | No log | 21.2941 | 362 | 0.7520 | 0.3637 | 0.7520 | 0.8672 |
233
- | No log | 21.4118 | 364 | 0.7257 | 0.4479 | 0.7257 | 0.8519 |
234
- | No log | 21.5294 | 366 | 0.6960 | 0.4479 | 0.6960 | 0.8343 |
235
- | No log | 21.6471 | 368 | 0.6806 | 0.4753 | 0.6806 | 0.8250 |
236
- | No log | 21.7647 | 370 | 0.6986 | 0.4753 | 0.6986 | 0.8358 |
237
- | No log | 21.8824 | 372 | 0.7108 | 0.4753 | 0.7108 | 0.8431 |
238
- | No log | 22.0 | 374 | 0.6759 | 0.4753 | 0.6759 | 0.8221 |
239
- | No log | 22.1176 | 376 | 0.6589 | 0.4330 | 0.6589 | 0.8117 |
240
- | No log | 22.2353 | 378 | 0.6724 | 0.4330 | 0.6724 | 0.8200 |
241
- | No log | 22.3529 | 380 | 0.7196 | 0.4243 | 0.7196 | 0.8483 |
242
- | No log | 22.4706 | 382 | 0.7814 | 0.3662 | 0.7814 | 0.8840 |
243
- | No log | 22.5882 | 384 | 0.7966 | 0.4076 | 0.7966 | 0.8925 |
244
- | No log | 22.7059 | 386 | 0.7618 | 0.3814 | 0.7618 | 0.8728 |
245
- | No log | 22.8235 | 388 | 0.7042 | 0.4330 | 0.7042 | 0.8391 |
246
- | No log | 22.9412 | 390 | 0.6606 | 0.3782 | 0.6606 | 0.8128 |
247
- | No log | 23.0588 | 392 | 0.6441 | 0.3546 | 0.6441 | 0.8025 |
248
- | No log | 23.1765 | 394 | 0.6713 | 0.3839 | 0.6713 | 0.8193 |
249
- | No log | 23.2941 | 396 | 0.7153 | 0.4219 | 0.7153 | 0.8457 |
250
- | No log | 23.4118 | 398 | 0.7572 | 0.4479 | 0.7572 | 0.8702 |
251
- | No log | 23.5294 | 400 | 0.7462 | 0.4479 | 0.7462 | 0.8638 |
252
- | No log | 23.6471 | 402 | 0.7240 | 0.4479 | 0.7240 | 0.8509 |
253
- | No log | 23.7647 | 404 | 0.7425 | 0.4479 | 0.7425 | 0.8617 |
254
- | No log | 23.8824 | 406 | 0.7640 | 0.4076 | 0.7640 | 0.8740 |
255
- | No log | 24.0 | 408 | 0.8046 | 0.3399 | 0.8046 | 0.8970 |
256
- | No log | 24.1176 | 410 | 0.8380 | 0.3221 | 0.8380 | 0.9154 |
257
- | No log | 24.2353 | 412 | 0.8297 | 0.2558 | 0.8297 | 0.9109 |
258
- | No log | 24.3529 | 414 | 0.8118 | 0.2981 | 0.8118 | 0.9010 |
259
- | No log | 24.4706 | 416 | 0.7835 | 0.3445 | 0.7835 | 0.8851 |
260
- | No log | 24.5882 | 418 | 0.7540 | 0.4354 | 0.7540 | 0.8683 |
261
- | No log | 24.7059 | 420 | 0.7475 | 0.4076 | 0.7475 | 0.8646 |
262
- | No log | 24.8235 | 422 | 0.7535 | 0.3918 | 0.7535 | 0.8681 |
263
- | No log | 24.9412 | 424 | 0.7683 | 0.3918 | 0.7683 | 0.8765 |
264
- | No log | 25.0588 | 426 | 0.7558 | 0.3918 | 0.7558 | 0.8693 |
265
- | No log | 25.1765 | 428 | 0.7187 | 0.4753 | 0.7187 | 0.8477 |
266
- | No log | 25.2941 | 430 | 0.7111 | 0.5017 | 0.7111 | 0.8433 |
267
- | No log | 25.4118 | 432 | 0.7152 | 0.4705 | 0.7152 | 0.8457 |
268
- | No log | 25.5294 | 434 | 0.7339 | 0.4597 | 0.7339 | 0.8567 |
269
- | No log | 25.6471 | 436 | 0.7285 | 0.4597 | 0.7285 | 0.8535 |
270
- | No log | 25.7647 | 438 | 0.7302 | 0.4597 | 0.7302 | 0.8545 |
271
- | No log | 25.8824 | 440 | 0.7333 | 0.4597 | 0.7333 | 0.8563 |
272
- | No log | 26.0 | 442 | 0.7579 | 0.4330 | 0.7579 | 0.8706 |
273
- | No log | 26.1176 | 444 | 0.7453 | 0.4330 | 0.7453 | 0.8633 |
274
- | No log | 26.2353 | 446 | 0.7115 | 0.4845 | 0.7115 | 0.8435 |
275
- | No log | 26.3529 | 448 | 0.6994 | 0.5111 | 0.6994 | 0.8363 |
276
- | No log | 26.4706 | 450 | 0.7057 | 0.4845 | 0.7057 | 0.8401 |
277
- | No log | 26.5882 | 452 | 0.7387 | 0.4479 | 0.7387 | 0.8595 |
278
- | No log | 26.7059 | 454 | 0.7575 | 0.4052 | 0.7575 | 0.8703 |
279
- | No log | 26.8235 | 456 | 0.7273 | 0.4753 | 0.7273 | 0.8528 |
280
- | No log | 26.9412 | 458 | 0.6859 | 0.4592 | 0.6859 | 0.8282 |
281
- | No log | 27.0588 | 460 | 0.6751 | 0.4592 | 0.6751 | 0.8216 |
282
- | No log | 27.1765 | 462 | 0.6819 | 0.4845 | 0.6819 | 0.8258 |
283
- | No log | 27.2941 | 464 | 0.7339 | 0.4479 | 0.7339 | 0.8567 |
284
- | No log | 27.4118 | 466 | 0.7853 | 0.3891 | 0.7853 | 0.8862 |
285
- | No log | 27.5294 | 468 | 0.7891 | 0.4502 | 0.7891 | 0.8883 |
286
- | No log | 27.6471 | 470 | 0.7554 | 0.4392 | 0.7554 | 0.8692 |
287
- | No log | 27.7647 | 472 | 0.6916 | 0.4479 | 0.6916 | 0.8316 |
288
- | No log | 27.8824 | 474 | 0.6736 | 0.4479 | 0.6736 | 0.8207 |
289
- | No log | 28.0 | 476 | 0.6701 | 0.4479 | 0.6701 | 0.8186 |
290
- | No log | 28.1176 | 478 | 0.6714 | 0.4479 | 0.6714 | 0.8194 |
291
- | No log | 28.2353 | 480 | 0.7054 | 0.4479 | 0.7054 | 0.8399 |
292
- | No log | 28.3529 | 482 | 0.7542 | 0.4392 | 0.7542 | 0.8684 |
293
- | No log | 28.4706 | 484 | 0.7983 | 0.4642 | 0.7983 | 0.8935 |
294
- | No log | 28.5882 | 486 | 0.7963 | 0.4224 | 0.7963 | 0.8924 |
295
- | No log | 28.7059 | 488 | 0.7573 | 0.4753 | 0.7573 | 0.8702 |
296
- | No log | 28.8235 | 490 | 0.7164 | 0.4753 | 0.7164 | 0.8464 |
297
- | No log | 28.9412 | 492 | 0.7228 | 0.4753 | 0.7228 | 0.8502 |
298
- | No log | 29.0588 | 494 | 0.7444 | 0.4753 | 0.7444 | 0.8628 |
299
- | No log | 29.1765 | 496 | 0.7462 | 0.4247 | 0.7462 | 0.8638 |
300
- | No log | 29.2941 | 498 | 0.7619 | 0.4247 | 0.7619 | 0.8729 |
301
- | 0.311 | 29.4118 | 500 | 0.7913 | 0.4224 | 0.7913 | 0.8895 |
302
- | 0.311 | 29.5294 | 502 | 0.7920 | 0.4224 | 0.7920 | 0.8899 |
303
- | 0.311 | 29.6471 | 504 | 0.7454 | 0.3972 | 0.7454 | 0.8634 |
304
- | 0.311 | 29.7647 | 506 | 0.7056 | 0.4845 | 0.7056 | 0.8400 |
305
- | 0.311 | 29.8824 | 508 | 0.7058 | 0.4845 | 0.7058 | 0.8401 |
306
- | 0.311 | 30.0 | 510 | 0.7274 | 0.4845 | 0.7274 | 0.8529 |
307
- | 0.311 | 30.1176 | 512 | 0.7524 | 0.4052 | 0.7524 | 0.8674 |
308
- | 0.311 | 30.2353 | 514 | 0.8111 | 0.4089 | 0.8111 | 0.9006 |
309
- | 0.311 | 30.3529 | 516 | 0.8516 | 0.3940 | 0.8516 | 0.9228 |
310
- | 0.311 | 30.4706 | 518 | 0.8569 | 0.3940 | 0.8569 | 0.9257 |
311
- | 0.311 | 30.5882 | 520 | 0.8032 | 0.4052 | 0.8032 | 0.8962 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_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_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_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: 1.2996
19
+ - Qwk: 0.1235
20
+ - Mse: 1.2996
21
+ - Rmse: 1.1400
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1053 | 2 | 2.4641 | -0.0568 | 2.4641 | 1.5697 |
53
+ | No log | 0.2105 | 4 | 1.2791 | 0.1882 | 1.2791 | 1.1310 |
54
+ | No log | 0.3158 | 6 | 1.0031 | -0.0550 | 1.0031 | 1.0015 |
55
+ | No log | 0.4211 | 8 | 1.1737 | -0.1355 | 1.1737 | 1.0834 |
56
+ | No log | 0.5263 | 10 | 1.2532 | -0.1993 | 1.2532 | 1.1195 |
57
+ | No log | 0.6316 | 12 | 0.8472 | 0.0 | 0.8472 | 0.9204 |
58
+ | No log | 0.7368 | 14 | 0.6607 | 0.1232 | 0.6607 | 0.8128 |
59
+ | No log | 0.8421 | 16 | 0.6433 | 0.2676 | 0.6433 | 0.8021 |
60
+ | No log | 0.9474 | 18 | 0.7040 | 0.3019 | 0.7040 | 0.8391 |
61
+ | No log | 1.0526 | 20 | 0.7188 | 0.3019 | 0.7188 | 0.8478 |
62
+ | No log | 1.1579 | 22 | 0.6808 | 0.2676 | 0.6808 | 0.8251 |
63
+ | No log | 1.2632 | 24 | 0.6844 | 0.2676 | 0.6844 | 0.8273 |
64
+ | No log | 1.3684 | 26 | 0.6940 | 0.2676 | 0.6940 | 0.8331 |
65
+ | No log | 1.4737 | 28 | 0.7603 | 0.3125 | 0.7603 | 0.8720 |
66
+ | No log | 1.5789 | 30 | 0.8185 | 0.1660 | 0.8185 | 0.9047 |
67
+ | No log | 1.6842 | 32 | 0.7336 | 0.2748 | 0.7336 | 0.8565 |
68
+ | No log | 1.7895 | 34 | 0.8494 | 0.2358 | 0.8494 | 0.9217 |
69
+ | No log | 1.8947 | 36 | 1.0127 | 0.1955 | 1.0127 | 1.0063 |
70
+ | No log | 2.0 | 38 | 0.8270 | 0.1459 | 0.8270 | 0.9094 |
71
+ | No log | 2.1053 | 40 | 0.7232 | 0.1277 | 0.7232 | 0.8504 |
72
+ | No log | 2.2105 | 42 | 0.7874 | 0.2156 | 0.7874 | 0.8874 |
73
+ | No log | 2.3158 | 44 | 0.7714 | 0.1365 | 0.7714 | 0.8783 |
74
+ | No log | 2.4211 | 46 | 0.7528 | 0.0717 | 0.7528 | 0.8677 |
75
+ | No log | 2.5263 | 48 | 0.8233 | 0.2407 | 0.8233 | 0.9073 |
76
+ | No log | 2.6316 | 50 | 0.8316 | 0.2652 | 0.8316 | 0.9119 |
77
+ | No log | 2.7368 | 52 | 0.7702 | 0.1863 | 0.7702 | 0.8776 |
78
+ | No log | 2.8421 | 54 | 0.7735 | 0.2884 | 0.7735 | 0.8795 |
79
+ | No log | 2.9474 | 56 | 0.7935 | 0.3238 | 0.7935 | 0.8908 |
80
+ | No log | 3.0526 | 58 | 1.0933 | 0.1241 | 1.0933 | 1.0456 |
81
+ | No log | 3.1579 | 60 | 1.2316 | 0.1839 | 1.2316 | 1.1098 |
82
+ | No log | 3.2632 | 62 | 1.0365 | 0.2460 | 1.0365 | 1.0181 |
83
+ | No log | 3.3684 | 64 | 0.9874 | 0.1692 | 0.9874 | 0.9937 |
84
+ | No log | 3.4737 | 66 | 1.1109 | 0.2209 | 1.1109 | 1.0540 |
85
+ | No log | 3.5789 | 68 | 1.4546 | 0.1067 | 1.4546 | 1.2061 |
86
+ | No log | 3.6842 | 70 | 1.6366 | 0.1555 | 1.6366 | 1.2793 |
87
+ | No log | 3.7895 | 72 | 1.3934 | 0.1093 | 1.3934 | 1.1804 |
88
+ | No log | 3.8947 | 74 | 1.3039 | 0.1175 | 1.3039 | 1.1419 |
89
+ | No log | 4.0 | 76 | 1.1431 | 0.1394 | 1.1431 | 1.0692 |
90
+ | No log | 4.1053 | 78 | 1.1404 | 0.1976 | 1.1404 | 1.0679 |
91
+ | No log | 4.2105 | 80 | 1.3409 | 0.1568 | 1.3409 | 1.1580 |
92
+ | No log | 4.3158 | 82 | 1.1559 | 0.1618 | 1.1559 | 1.0751 |
93
+ | No log | 4.4211 | 84 | 1.2002 | 0.1799 | 1.2002 | 1.0955 |
94
+ | No log | 4.5263 | 86 | 1.5612 | 0.1169 | 1.5612 | 1.2495 |
95
+ | No log | 4.6316 | 88 | 1.9708 | 0.0421 | 1.9708 | 1.4038 |
96
+ | No log | 4.7368 | 90 | 1.9778 | 0.0421 | 1.9778 | 1.4063 |
97
+ | No log | 4.8421 | 92 | 1.7506 | 0.0589 | 1.7506 | 1.3231 |
98
+ | No log | 4.9474 | 94 | 1.5731 | 0.1195 | 1.5731 | 1.2542 |
99
+ | No log | 5.0526 | 96 | 1.4243 | 0.1093 | 1.4243 | 1.1934 |
100
+ | No log | 5.1579 | 98 | 1.3727 | 0.1093 | 1.3727 | 1.1716 |
101
+ | No log | 5.2632 | 100 | 1.6732 | 0.0689 | 1.6732 | 1.2935 |
102
+ | No log | 5.3684 | 102 | 1.6295 | 0.0300 | 1.6295 | 1.2765 |
103
+ | No log | 5.4737 | 104 | 1.1847 | 0.1029 | 1.1847 | 1.0884 |
104
+ | No log | 5.5789 | 106 | 0.9578 | 0.1661 | 0.9578 | 0.9787 |
105
+ | No log | 5.6842 | 108 | 0.9987 | 0.1603 | 0.9987 | 0.9994 |
106
+ | No log | 5.7895 | 110 | 1.2834 | 0.1458 | 1.2834 | 1.1329 |
107
+ | No log | 5.8947 | 112 | 1.4730 | 0.0803 | 1.4730 | 1.2137 |
108
+ | No log | 6.0 | 114 | 1.3214 | 0.1458 | 1.3214 | 1.1495 |
109
+ | No log | 6.1053 | 116 | 0.9662 | 0.1651 | 0.9662 | 0.9830 |
110
+ | No log | 6.2105 | 118 | 0.9059 | 0.2076 | 0.9059 | 0.9518 |
111
+ | No log | 6.3158 | 120 | 1.0265 | 0.1210 | 1.0265 | 1.0132 |
112
+ | No log | 6.4211 | 122 | 1.4517 | 0.0361 | 1.4517 | 1.2049 |
113
+ | No log | 6.5263 | 124 | 1.8053 | 0.0350 | 1.8053 | 1.3436 |
114
+ | No log | 6.6316 | 126 | 1.7976 | 0.0350 | 1.7976 | 1.3408 |
115
+ | No log | 6.7368 | 128 | 1.5456 | 0.0447 | 1.5456 | 1.2432 |
116
+ | No log | 6.8421 | 130 | 1.2203 | 0.1262 | 1.2203 | 1.1047 |
117
+ | No log | 6.9474 | 132 | 1.1002 | 0.1356 | 1.1002 | 1.0489 |
118
+ | No log | 7.0526 | 134 | 1.1795 | 0.1293 | 1.1795 | 1.0861 |
119
+ | No log | 7.1579 | 136 | 1.3348 | 0.1174 | 1.3348 | 1.1553 |
120
+ | No log | 7.2632 | 138 | 1.2655 | 0.1293 | 1.2655 | 1.1249 |
121
+ | No log | 7.3684 | 140 | 1.2032 | 0.1293 | 1.2032 | 1.0969 |
122
+ | No log | 7.4737 | 142 | 1.3617 | 0.1175 | 1.3617 | 1.1669 |
123
+ | No log | 7.5789 | 144 | 1.5876 | 0.0283 | 1.5876 | 1.2600 |
124
+ | No log | 7.6842 | 146 | 1.5824 | 0.0283 | 1.5824 | 1.2579 |
125
+ | No log | 7.7895 | 148 | 1.3209 | 0.1175 | 1.3209 | 1.1493 |
126
+ | No log | 7.8947 | 150 | 1.0629 | 0.2119 | 1.0629 | 1.0310 |
127
+ | No log | 8.0 | 152 | 1.0602 | 0.1787 | 1.0602 | 1.0297 |
128
+ | No log | 8.1053 | 154 | 1.1824 | 0.2412 | 1.1824 | 1.0874 |
129
+ | No log | 8.2105 | 156 | 1.3902 | 0.0873 | 1.3902 | 1.1791 |
130
+ | No log | 8.3158 | 158 | 1.3196 | 0.1464 | 1.3196 | 1.1488 |
131
+ | No log | 8.4211 | 160 | 1.0933 | 0.1709 | 1.0933 | 1.0456 |
132
+ | No log | 8.5263 | 162 | 0.9094 | 0.1777 | 0.9094 | 0.9536 |
133
+ | No log | 8.6316 | 164 | 0.8668 | 0.2692 | 0.8668 | 0.9310 |
134
+ | No log | 8.7368 | 166 | 0.9346 | 0.1955 | 0.9346 | 0.9667 |
135
+ | No log | 8.8421 | 168 | 1.2596 | 0.1458 | 1.2596 | 1.1223 |
136
+ | No log | 8.9474 | 170 | 1.4876 | 0.0745 | 1.4876 | 1.2197 |
137
+ | No log | 9.0526 | 172 | 1.3800 | 0.0829 | 1.3800 | 1.1747 |
138
+ | No log | 9.1579 | 174 | 1.0758 | 0.2782 | 1.0758 | 1.0372 |
139
+ | No log | 9.2632 | 176 | 0.8217 | 0.2352 | 0.8217 | 0.9065 |
140
+ | No log | 9.3684 | 178 | 0.7643 | 0.2407 | 0.7643 | 0.8743 |
141
+ | No log | 9.4737 | 180 | 0.7747 | 0.2718 | 0.7747 | 0.8802 |
142
+ | No log | 9.5789 | 182 | 0.9130 | 0.2000 | 0.9130 | 0.9555 |
143
+ | No log | 9.6842 | 184 | 1.2059 | 0.2045 | 1.2059 | 1.0981 |
144
+ | No log | 9.7895 | 186 | 1.3614 | 0.1427 | 1.3614 | 1.1668 |
145
+ | No log | 9.8947 | 188 | 1.3851 | 0.1275 | 1.3851 | 1.1769 |
146
+ | No log | 10.0 | 190 | 1.4571 | 0.1549 | 1.4571 | 1.2071 |
147
+ | No log | 10.1053 | 192 | 1.2856 | 0.1638 | 1.2856 | 1.1338 |
148
+ | No log | 10.2105 | 194 | 1.1946 | 0.1784 | 1.1946 | 1.0930 |
149
+ | No log | 10.3158 | 196 | 1.1869 | 0.1784 | 1.1869 | 1.0894 |
150
+ | No log | 10.4211 | 198 | 1.2125 | 0.1490 | 1.2125 | 1.1011 |
151
+ | No log | 10.5263 | 200 | 1.2332 | 0.1458 | 1.2332 | 1.1105 |
152
+ | No log | 10.6316 | 202 | 1.2355 | 0.1458 | 1.2355 | 1.1115 |
153
+ | No log | 10.7368 | 204 | 1.1226 | 0.1626 | 1.1226 | 1.0595 |
154
+ | No log | 10.8421 | 206 | 0.9740 | 0.1274 | 0.9740 | 0.9869 |
155
+ | No log | 10.9474 | 208 | 0.9782 | 0.1557 | 0.9782 | 0.9890 |
156
+ | No log | 11.0526 | 210 | 1.0508 | 0.0925 | 1.0508 | 1.0251 |
157
+ | No log | 11.1579 | 212 | 1.2252 | 0.1943 | 1.2252 | 1.1069 |
158
+ | No log | 11.2632 | 214 | 1.3686 | 0.1220 | 1.3686 | 1.1699 |
159
+ | No log | 11.3684 | 216 | 1.2856 | 0.1427 | 1.2856 | 1.1339 |
160
+ | No log | 11.4737 | 218 | 1.1311 | 0.2782 | 1.1311 | 1.0635 |
161
+ | No log | 11.5789 | 220 | 1.0827 | 0.2032 | 1.0827 | 1.0405 |
162
+ | No log | 11.6842 | 222 | 1.0560 | 0.1787 | 1.0560 | 1.0276 |
163
+ | No log | 11.7895 | 224 | 1.1182 | 0.1949 | 1.1182 | 1.0575 |
164
+ | No log | 11.8947 | 226 | 1.2789 | 0.0712 | 1.2789 | 1.1309 |
165
+ | No log | 12.0 | 228 | 1.3569 | 0.0419 | 1.3569 | 1.1649 |
166
+ | No log | 12.1053 | 230 | 1.3336 | 0.0694 | 1.3336 | 1.1548 |
167
+ | No log | 12.2105 | 232 | 1.5365 | 0.0832 | 1.5365 | 1.2395 |
168
+ | No log | 12.3158 | 234 | 1.7802 | 0.0932 | 1.7802 | 1.3342 |
169
+ | No log | 12.4211 | 236 | 1.6460 | 0.1577 | 1.6460 | 1.2830 |
170
+ | No log | 12.5263 | 238 | 1.3414 | 0.0952 | 1.3414 | 1.1582 |
171
+ | No log | 12.6316 | 240 | 1.1119 | 0.0448 | 1.1119 | 1.0545 |
172
+ | No log | 12.7368 | 242 | 1.0200 | 0.0774 | 1.0200 | 1.0100 |
173
+ | No log | 12.8421 | 244 | 1.0183 | 0.0799 | 1.0183 | 1.0091 |
174
+ | No log | 12.9474 | 246 | 1.1438 | 0.0561 | 1.1438 | 1.0695 |
175
+ | No log | 13.0526 | 248 | 1.2162 | 0.1205 | 1.2162 | 1.1028 |
176
+ | No log | 13.1579 | 250 | 1.1931 | 0.0761 | 1.1931 | 1.0923 |
177
+ | No log | 13.2632 | 252 | 1.0985 | 0.0982 | 1.0985 | 1.0481 |
178
+ | No log | 13.3684 | 254 | 1.1480 | 0.1243 | 1.1480 | 1.0714 |
179
+ | No log | 13.4737 | 256 | 1.3344 | 0.0694 | 1.3344 | 1.1551 |
180
+ | No log | 13.5789 | 258 | 1.4987 | 0.0086 | 1.4987 | 1.2242 |
181
+ | No log | 13.6842 | 260 | 1.4678 | 0.0343 | 1.4678 | 1.2115 |
182
+ | No log | 13.7895 | 262 | 1.2875 | 0.0459 | 1.2875 | 1.1347 |
183
+ | No log | 13.8947 | 264 | 1.2565 | 0.0761 | 1.2565 | 1.1209 |
184
+ | No log | 14.0 | 266 | 1.1461 | 0.0838 | 1.1461 | 1.0706 |
185
+ | No log | 14.1053 | 268 | 1.0270 | 0.1312 | 1.0270 | 1.0134 |
186
+ | No log | 14.2105 | 270 | 1.0162 | 0.1734 | 1.0162 | 1.0081 |
187
+ | No log | 14.3158 | 272 | 1.1608 | 0.0561 | 1.1608 | 1.0774 |
188
+ | No log | 14.4211 | 274 | 1.4093 | 0.0325 | 1.4093 | 1.1871 |
189
+ | No log | 14.5263 | 276 | 1.5299 | 0.0230 | 1.5299 | 1.2369 |
190
+ | No log | 14.6316 | 278 | 1.4362 | 0.0531 | 1.4362 | 1.1984 |
191
+ | No log | 14.7368 | 280 | 1.3022 | 0.1175 | 1.3022 | 1.1411 |
192
+ | No log | 14.8421 | 282 | 1.2217 | 0.1029 | 1.2217 | 1.1053 |
193
+ | No log | 14.9474 | 284 | 1.1848 | 0.0546 | 1.1848 | 1.0885 |
194
+ | No log | 15.0526 | 286 | 1.2586 | 0.1262 | 1.2586 | 1.1219 |
195
+ | No log | 15.1579 | 288 | 1.3400 | 0.0921 | 1.3400 | 1.1576 |
196
+ | No log | 15.2632 | 290 | 1.3906 | 0.1067 | 1.3906 | 1.1792 |
197
+ | No log | 15.3684 | 292 | 1.2660 | 0.0921 | 1.2660 | 1.1252 |
198
+ | No log | 15.4737 | 294 | 1.1009 | 0.1530 | 1.1009 | 1.0492 |
199
+ | No log | 15.5789 | 296 | 1.0032 | 0.2363 | 1.0032 | 1.0016 |
200
+ | No log | 15.6842 | 298 | 0.9403 | 0.1312 | 0.9403 | 0.9697 |
201
+ | No log | 15.7895 | 300 | 0.9077 | 0.1822 | 0.9077 | 0.9527 |
202
+ | No log | 15.8947 | 302 | 0.9571 | 0.1013 | 0.9571 | 0.9783 |
203
+ | No log | 16.0 | 304 | 1.0693 | 0.1499 | 1.0693 | 1.0341 |
204
+ | No log | 16.1053 | 306 | 1.2585 | 0.1203 | 1.2585 | 1.1218 |
205
+ | No log | 16.2105 | 308 | 1.5040 | 0.0519 | 1.5040 | 1.2264 |
206
+ | No log | 16.3158 | 310 | 1.5247 | 0.0519 | 1.5247 | 1.2348 |
207
+ | No log | 16.4211 | 312 | 1.3325 | 0.1233 | 1.3325 | 1.1544 |
208
+ | No log | 16.5263 | 314 | 1.1556 | 0.1293 | 1.1556 | 1.0750 |
209
+ | No log | 16.6316 | 316 | 1.1220 | 0.1293 | 1.1220 | 1.0593 |
210
+ | No log | 16.7368 | 318 | 1.0058 | 0.1312 | 1.0058 | 1.0029 |
211
+ | No log | 16.8421 | 320 | 1.0166 | 0.1210 | 1.0166 | 1.0083 |
212
+ | No log | 16.9474 | 322 | 1.0913 | 0.1709 | 1.0913 | 1.0446 |
213
+ | No log | 17.0526 | 324 | 1.1894 | 0.1235 | 1.1894 | 1.0906 |
214
+ | No log | 17.1579 | 326 | 1.1429 | 0.1530 | 1.1429 | 1.0691 |
215
+ | No log | 17.2632 | 328 | 1.0604 | 0.1949 | 1.0604 | 1.0297 |
216
+ | No log | 17.3684 | 330 | 1.1282 | 0.1530 | 1.1282 | 1.0622 |
217
+ | No log | 17.4737 | 332 | 1.1423 | 0.1530 | 1.1423 | 1.0688 |
218
+ | No log | 17.5789 | 334 | 1.1916 | 0.1530 | 1.1916 | 1.0916 |
219
+ | No log | 17.6842 | 336 | 1.1933 | 0.1530 | 1.1933 | 1.0924 |
220
+ | No log | 17.7895 | 338 | 1.2090 | 0.1832 | 1.2090 | 1.0996 |
221
+ | No log | 17.8947 | 340 | 1.3492 | 0.0898 | 1.3492 | 1.1615 |
222
+ | No log | 18.0 | 342 | 1.2947 | 0.1490 | 1.2947 | 1.1378 |
223
+ | No log | 18.1053 | 344 | 1.1130 | 0.1626 | 1.1130 | 1.0550 |
224
+ | No log | 18.2105 | 346 | 0.9967 | 0.2411 | 0.9967 | 0.9984 |
225
+ | No log | 18.3158 | 348 | 0.8932 | 0.2259 | 0.8932 | 0.9451 |
226
+ | No log | 18.4211 | 350 | 0.8709 | 0.2000 | 0.8709 | 0.9332 |
227
+ | No log | 18.5263 | 352 | 0.9221 | 0.2211 | 0.9221 | 0.9603 |
228
+ | No log | 18.6316 | 354 | 1.0804 | 0.1990 | 1.0804 | 1.0394 |
229
+ | No log | 18.7368 | 356 | 1.2835 | 0.1758 | 1.2835 | 1.1329 |
230
+ | No log | 18.8421 | 358 | 1.4312 | 0.0849 | 1.4312 | 1.1963 |
231
+ | No log | 18.9474 | 360 | 1.5142 | 0.0519 | 1.5142 | 1.2305 |
232
+ | No log | 19.0526 | 362 | 1.4429 | 0.1042 | 1.4429 | 1.2012 |
233
+ | No log | 19.1579 | 364 | 1.3233 | 0.1205 | 1.3233 | 1.1504 |
234
+ | No log | 19.2632 | 366 | 1.3399 | 0.0620 | 1.3399 | 1.1575 |
235
+ | No log | 19.3684 | 368 | 1.3808 | 0.0544 | 1.3808 | 1.1751 |
236
+ | No log | 19.4737 | 370 | 1.4864 | 0.0923 | 1.4864 | 1.2192 |
237
+ | No log | 19.5789 | 372 | 1.4842 | 0.0992 | 1.4842 | 1.2183 |
238
+ | No log | 19.6842 | 374 | 1.3251 | 0.0333 | 1.3251 | 1.1511 |
239
+ | No log | 19.7895 | 376 | 1.1285 | 0.1671 | 1.1285 | 1.0623 |
240
+ | No log | 19.8947 | 378 | 1.0125 | 0.1651 | 1.0125 | 1.0062 |
241
+ | No log | 20.0 | 380 | 1.0529 | 0.1651 | 1.0529 | 1.0261 |
242
+ | No log | 20.1053 | 382 | 1.1272 | 0.0592 | 1.1272 | 1.0617 |
243
+ | No log | 20.2105 | 384 | 1.2052 | 0.0765 | 1.2052 | 1.0978 |
244
+ | No log | 20.3158 | 386 | 1.3905 | 0.0605 | 1.3905 | 1.1792 |
245
+ | No log | 20.4211 | 388 | 1.5084 | -0.0165 | 1.5084 | 1.2282 |
246
+ | No log | 20.5263 | 390 | 1.4851 | -0.0165 | 1.4851 | 1.2186 |
247
+ | No log | 20.6316 | 392 | 1.3252 | 0.0898 | 1.3252 | 1.1512 |
248
+ | No log | 20.7368 | 394 | 1.0801 | 0.0952 | 1.0801 | 1.0393 |
249
+ | No log | 20.8421 | 396 | 0.8944 | 0.1628 | 0.8944 | 0.9457 |
250
+ | No log | 20.9474 | 398 | 0.8394 | 0.2652 | 0.8394 | 0.9162 |
251
+ | No log | 21.0526 | 400 | 0.8274 | 0.2652 | 0.8274 | 0.9096 |
252
+ | No log | 21.1579 | 402 | 0.8750 | 0.2116 | 0.8750 | 0.9354 |
253
+ | No log | 21.2632 | 404 | 1.0301 | 0.0982 | 1.0301 | 1.0150 |
254
+ | No log | 21.3684 | 406 | 1.3061 | 0.0947 | 1.3061 | 1.1428 |
255
+ | No log | 21.4737 | 408 | 1.5595 | 0.0101 | 1.5595 | 1.2488 |
256
+ | No log | 21.5789 | 410 | 1.7050 | -0.0186 | 1.7050 | 1.3058 |
257
+ | No log | 21.6842 | 412 | 1.6549 | 0.0055 | 1.6549 | 1.2864 |
258
+ | No log | 21.7895 | 414 | 1.3882 | 0.0923 | 1.3882 | 1.1782 |
259
+ | No log | 21.8947 | 416 | 1.1467 | 0.0616 | 1.1467 | 1.0708 |
260
+ | No log | 22.0 | 418 | 1.0397 | 0.0539 | 1.0397 | 1.0196 |
261
+ | No log | 22.1053 | 420 | 1.0614 | 0.0512 | 1.0614 | 1.0302 |
262
+ | No log | 22.2105 | 422 | 1.0479 | 0.0891 | 1.0479 | 1.0237 |
263
+ | No log | 22.3158 | 424 | 1.0309 | 0.0891 | 1.0309 | 1.0153 |
264
+ | No log | 22.4211 | 426 | 1.1298 | -0.0165 | 1.1298 | 1.0629 |
265
+ | No log | 22.5263 | 428 | 1.3419 | 0.0741 | 1.3419 | 1.1584 |
266
+ | No log | 22.6316 | 430 | 1.4391 | -0.0100 | 1.4391 | 1.1996 |
267
+ | No log | 22.7368 | 432 | 1.3573 | 0.0166 | 1.3573 | 1.1650 |
268
+ | No log | 22.8421 | 434 | 1.2212 | 0.1394 | 1.2212 | 1.1051 |
269
+ | No log | 22.9474 | 436 | 1.1695 | 0.1147 | 1.1695 | 1.0814 |
270
+ | No log | 23.0526 | 438 | 1.1767 | 0.1709 | 1.1767 | 1.0847 |
271
+ | No log | 23.1579 | 440 | 1.1413 | 0.1709 | 1.1413 | 1.0683 |
272
+ | No log | 23.2632 | 442 | 1.1386 | 0.1463 | 1.1386 | 1.0670 |
273
+ | No log | 23.3684 | 444 | 1.1475 | 0.1428 | 1.1475 | 1.0712 |
274
+ | No log | 23.4737 | 446 | 1.1194 | 0.0982 | 1.1194 | 1.0580 |
275
+ | No log | 23.5789 | 448 | 1.0326 | 0.1348 | 1.0326 | 1.0162 |
276
+ | No log | 23.6842 | 450 | 1.0183 | 0.1348 | 1.0183 | 1.0091 |
277
+ | No log | 23.7895 | 452 | 1.0843 | 0.0982 | 1.0843 | 1.0413 |
278
+ | No log | 23.8947 | 454 | 1.1687 | 0.1210 | 1.1687 | 1.0811 |
279
+ | No log | 24.0 | 456 | 1.1701 | 0.1178 | 1.1701 | 1.0817 |
280
+ | No log | 24.1053 | 458 | 1.1358 | 0.1210 | 1.1358 | 1.0657 |
281
+ | No log | 24.2105 | 460 | 1.0002 | 0.1692 | 1.0002 | 1.0001 |
282
+ | No log | 24.3158 | 462 | 0.9057 | 0.2297 | 0.9057 | 0.9517 |
283
+ | No log | 24.4211 | 464 | 0.8573 | 0.2116 | 0.8573 | 0.9259 |
284
+ | No log | 24.5263 | 466 | 0.8890 | 0.2116 | 0.8890 | 0.9429 |
285
+ | No log | 24.6316 | 468 | 0.9877 | 0.1110 | 0.9877 | 0.9938 |
286
+ | No log | 24.7368 | 470 | 1.0737 | 0.1308 | 1.0737 | 1.0362 |
287
+ | No log | 24.8421 | 472 | 1.1142 | 0.0925 | 1.1142 | 1.0556 |
288
+ | No log | 24.9474 | 474 | 1.1482 | 0.1422 | 1.1482 | 1.0715 |
289
+ | No log | 25.0526 | 476 | 1.0793 | 0.1422 | 1.0793 | 1.0389 |
290
+ | No log | 25.1579 | 478 | 1.0190 | 0.1573 | 1.0190 | 1.0095 |
291
+ | No log | 25.2632 | 480 | 1.0339 | 0.1827 | 1.0339 | 1.0168 |
292
+ | No log | 25.3684 | 482 | 1.0465 | 0.1827 | 1.0465 | 1.0230 |
293
+ | No log | 25.4737 | 484 | 1.1158 | 0.1747 | 1.1158 | 1.0563 |
294
+ | No log | 25.5789 | 486 | 1.1277 | 0.1747 | 1.1277 | 1.0619 |
295
+ | No log | 25.6842 | 488 | 1.0563 | 0.2164 | 1.0563 | 1.0278 |
296
+ | No log | 25.7895 | 490 | 1.0323 | 0.1651 | 1.0323 | 1.0160 |
297
+ | No log | 25.8947 | 492 | 1.0232 | 0.1651 | 1.0232 | 1.0115 |
298
+ | No log | 26.0 | 494 | 1.0698 | 0.2164 | 1.0698 | 1.0343 |
299
+ | No log | 26.1053 | 496 | 1.0505 | 0.1911 | 1.0505 | 1.0249 |
300
+ | No log | 26.2105 | 498 | 0.9993 | 0.1911 | 0.9993 | 0.9997 |
301
+ | 0.2463 | 26.3158 | 500 | 0.9288 | 0.1734 | 0.9288 | 0.9638 |
302
+ | 0.2463 | 26.4211 | 502 | 0.8990 | 0.1734 | 0.8990 | 0.9482 |
303
+ | 0.2463 | 26.5263 | 504 | 0.9162 | 0.1385 | 0.9162 | 0.9572 |
304
+ | 0.2463 | 26.6316 | 506 | 0.9487 | 0.1911 | 0.9487 | 0.9740 |
305
+ | 0.2463 | 26.7368 | 508 | 0.9808 | 0.1911 | 0.9808 | 0.9904 |
306
+ | 0.2463 | 26.8421 | 510 | 1.0316 | 0.1499 | 1.0316 | 1.0157 |
307
+ | 0.2463 | 26.9474 | 512 | 1.1073 | 0.1709 | 1.1073 | 1.0523 |
308
+ | 0.2463 | 27.0526 | 514 | 1.2262 | 0.2100 | 1.2262 | 1.1073 |
309
+ | 0.2463 | 27.1579 | 516 | 1.3173 | 0.1748 | 1.3173 | 1.1477 |
310
+ | 0.2463 | 27.2632 | 518 | 1.3183 | 0.1458 | 1.3183 | 1.1482 |
311
+ | 0.2463 | 27.3684 | 520 | 1.2479 | 0.2100 | 1.2479 | 1.1171 |
312
+ | 0.2463 | 27.4737 | 522 | 1.2457 | 0.2100 | 1.2457 | 1.1161 |
313
+ | 0.2463 | 27.5789 | 524 | 1.2612 | 0.2100 | 1.2612 | 1.1230 |
314
+ | 0.2463 | 27.6842 | 526 | 1.1119 | 0.1463 | 1.1119 | 1.0544 |
315
+ | 0.2463 | 27.7895 | 528 | 0.9374 | 0.1692 | 0.9374 | 0.9682 |
316
+ | 0.2463 | 27.8947 | 530 | 0.8263 | 0.2012 | 0.8263 | 0.9090 |
317
+ | 0.2463 | 28.0 | 532 | 0.8027 | 0.2116 | 0.8027 | 0.8960 |
318
+ | 0.2463 | 28.1053 | 534 | 0.8304 | 0.2116 | 0.8304 | 0.9113 |
319
+ | 0.2463 | 28.2105 | 536 | 0.9080 | 0.1734 | 0.9080 | 0.9529 |
320
+ | 0.2463 | 28.3158 | 538 | 1.0356 | 0.1573 | 1.0356 | 1.0176 |
321
+ | 0.2463 | 28.4211 | 540 | 1.1520 | 0.2316 | 1.1520 | 1.0733 |
322
+ | 0.2463 | 28.5263 | 542 | 1.3547 | 0.0642 | 1.3547 | 1.1639 |
323
+ | 0.2463 | 28.6316 | 544 | 1.4093 | 0.0351 | 1.4093 | 1.1872 |
324
+ | 0.2463 | 28.7368 | 546 | 1.3420 | 0.0642 | 1.3420 | 1.1585 |
325
+ | 0.2463 | 28.8421 | 548 | 1.3353 | 0.0921 | 1.3353 | 1.1555 |
326
+ | 0.2463 | 28.9474 | 550 | 1.2996 | 0.1235 | 1.2996 | 1.1400 |
327
 
328
 
329
  ### Framework versions