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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7906
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- - Qwk: 0.5541
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- - Mse: 0.7906
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- - Rmse: 0.8892
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  ## Model description
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@@ -47,308 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.3333 | 2 | 4.5996 | 0.0163 | 4.5997 | 2.1447 |
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- | No log | 0.6667 | 4 | 3.0606 | -0.0641 | 3.0606 | 1.7494 |
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- | No log | 1.0 | 6 | 1.7605 | 0.0504 | 1.7605 | 1.3268 |
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- | No log | 1.3333 | 8 | 1.3136 | 0.0225 | 1.3136 | 1.1461 |
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- | No log | 1.6667 | 10 | 1.2152 | 0.1278 | 1.2152 | 1.1024 |
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- | No log | 2.0 | 12 | 1.1979 | 0.1814 | 1.1979 | 1.0945 |
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- | No log | 2.3333 | 14 | 1.1866 | 0.1314 | 1.1866 | 1.0893 |
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- | No log | 2.6667 | 16 | 1.2055 | 0.2010 | 1.2055 | 1.0980 |
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- | No log | 3.0 | 18 | 1.3435 | 0.0898 | 1.3435 | 1.1591 |
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- | No log | 3.3333 | 20 | 1.4209 | 0.0898 | 1.4209 | 1.1920 |
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- | No log | 3.6667 | 22 | 1.2996 | 0.1314 | 1.2996 | 1.1400 |
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- | No log | 4.0 | 24 | 1.1009 | 0.2439 | 1.1009 | 1.0492 |
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- | No log | 4.3333 | 26 | 1.0029 | 0.4008 | 1.0029 | 1.0014 |
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- | No log | 4.6667 | 28 | 1.0017 | 0.3693 | 1.0017 | 1.0008 |
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- | No log | 5.0 | 30 | 1.0506 | 0.3056 | 1.0506 | 1.0250 |
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- | No log | 5.3333 | 32 | 1.1353 | 0.2916 | 1.1353 | 1.0655 |
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- | No log | 5.6667 | 34 | 1.0806 | 0.3142 | 1.0806 | 1.0395 |
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- | No log | 6.0 | 36 | 1.0268 | 0.2581 | 1.0268 | 1.0133 |
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- | No log | 6.3333 | 38 | 0.9982 | 0.4699 | 0.9982 | 0.9991 |
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- | No log | 6.6667 | 40 | 1.0312 | 0.3648 | 1.0312 | 1.0155 |
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- | No log | 7.0 | 42 | 1.0058 | 0.4596 | 1.0058 | 1.0029 |
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- | No log | 7.3333 | 44 | 0.9747 | 0.4763 | 0.9747 | 0.9872 |
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- | No log | 7.6667 | 46 | 0.9644 | 0.4230 | 0.9644 | 0.9820 |
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- | No log | 8.0 | 48 | 0.9358 | 0.5531 | 0.9358 | 0.9674 |
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- | No log | 8.3333 | 50 | 1.0560 | 0.5685 | 1.0560 | 1.0276 |
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- | No log | 8.6667 | 52 | 0.8886 | 0.5170 | 0.8886 | 0.9426 |
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- | No log | 9.0 | 54 | 0.7991 | 0.5746 | 0.7991 | 0.8939 |
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- | No log | 9.3333 | 56 | 0.8383 | 0.5513 | 0.8383 | 0.9156 |
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- | No log | 9.6667 | 58 | 0.7924 | 0.5598 | 0.7924 | 0.8901 |
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- | No log | 10.0 | 60 | 0.9639 | 0.5537 | 0.9639 | 0.9818 |
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- | No log | 10.3333 | 62 | 0.9812 | 0.5464 | 0.9812 | 0.9905 |
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- | No log | 10.6667 | 64 | 0.9596 | 0.5855 | 0.9596 | 0.9796 |
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- | No log | 11.0 | 66 | 0.9297 | 0.5323 | 0.9297 | 0.9642 |
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- | No log | 11.3333 | 68 | 0.8948 | 0.5009 | 0.8948 | 0.9459 |
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- | No log | 11.6667 | 70 | 0.8729 | 0.5624 | 0.8729 | 0.9343 |
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- | No log | 12.0 | 72 | 0.8940 | 0.5398 | 0.8940 | 0.9455 |
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- | No log | 12.3333 | 74 | 0.8074 | 0.5914 | 0.8074 | 0.8986 |
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- | No log | 12.6667 | 76 | 0.8165 | 0.6073 | 0.8165 | 0.9036 |
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- | No log | 13.0 | 78 | 0.8297 | 0.6073 | 0.8297 | 0.9109 |
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- | No log | 13.3333 | 80 | 0.7700 | 0.5635 | 0.7700 | 0.8775 |
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- | No log | 13.6667 | 82 | 0.8006 | 0.5370 | 0.8006 | 0.8947 |
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- | No log | 14.0 | 84 | 0.8068 | 0.5251 | 0.8068 | 0.8982 |
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- | No log | 14.3333 | 86 | 0.7750 | 0.5376 | 0.7750 | 0.8804 |
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- | No log | 14.6667 | 88 | 0.7646 | 0.5395 | 0.7646 | 0.8744 |
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- | No log | 15.0 | 90 | 0.8051 | 0.5227 | 0.8051 | 0.8973 |
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- | No log | 15.3333 | 92 | 0.7946 | 0.5345 | 0.7946 | 0.8914 |
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- | No log | 15.6667 | 94 | 0.7757 | 0.5669 | 0.7757 | 0.8807 |
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- | No log | 16.0 | 96 | 0.7938 | 0.5300 | 0.7938 | 0.8910 |
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- | No log | 16.3333 | 98 | 0.8084 | 0.5105 | 0.8084 | 0.8991 |
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- | No log | 16.6667 | 100 | 0.8623 | 0.5151 | 0.8623 | 0.9286 |
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- | No log | 17.0 | 102 | 0.9123 | 0.4677 | 0.9123 | 0.9552 |
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- | No log | 17.3333 | 104 | 0.8712 | 0.4829 | 0.8712 | 0.9334 |
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- | No log | 17.6667 | 106 | 0.8439 | 0.4681 | 0.8439 | 0.9187 |
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- | No log | 18.0 | 108 | 0.8617 | 0.4945 | 0.8617 | 0.9283 |
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- | No log | 18.3333 | 110 | 0.8875 | 0.4760 | 0.8875 | 0.9421 |
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- | No log | 18.6667 | 112 | 0.9072 | 0.4823 | 0.9072 | 0.9525 |
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- | No log | 19.0 | 114 | 1.0373 | 0.5149 | 1.0373 | 1.0185 |
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- | No log | 19.3333 | 116 | 1.0533 | 0.5375 | 1.0533 | 1.0263 |
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- | No log | 19.6667 | 118 | 1.0933 | 0.5571 | 1.0933 | 1.0456 |
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- | No log | 20.0 | 120 | 0.9296 | 0.5411 | 0.9296 | 0.9641 |
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- | No log | 20.3333 | 122 | 0.8614 | 0.5690 | 0.8614 | 0.9281 |
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- | No log | 20.6667 | 124 | 0.8099 | 0.6140 | 0.8099 | 0.9000 |
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- | No log | 21.0 | 126 | 0.7892 | 0.5806 | 0.7892 | 0.8884 |
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- | No log | 21.3333 | 128 | 0.8150 | 0.5788 | 0.8150 | 0.9028 |
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- | No log | 21.6667 | 130 | 0.8123 | 0.5814 | 0.8123 | 0.9013 |
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- | No log | 22.0 | 132 | 0.7540 | 0.5315 | 0.7540 | 0.8683 |
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- | No log | 22.3333 | 134 | 0.7567 | 0.5336 | 0.7567 | 0.8699 |
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- | No log | 22.6667 | 136 | 0.7723 | 0.5530 | 0.7723 | 0.8788 |
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- | No log | 23.0 | 138 | 0.8013 | 0.5971 | 0.8013 | 0.8952 |
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- | No log | 23.3333 | 140 | 0.8848 | 0.5185 | 0.8848 | 0.9407 |
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- | No log | 23.6667 | 142 | 0.8856 | 0.5218 | 0.8856 | 0.9410 |
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- | No log | 24.0 | 144 | 0.8305 | 0.5390 | 0.8305 | 0.9113 |
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- | No log | 24.3333 | 146 | 0.8122 | 0.5621 | 0.8122 | 0.9012 |
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- | No log | 24.6667 | 148 | 0.8135 | 0.5711 | 0.8135 | 0.9020 |
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- | No log | 25.0 | 150 | 0.8407 | 0.5324 | 0.8407 | 0.9169 |
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- | No log | 25.3333 | 152 | 0.8835 | 0.5337 | 0.8835 | 0.9399 |
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- | No log | 25.6667 | 154 | 0.8987 | 0.5025 | 0.8987 | 0.9480 |
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- | No log | 26.0 | 156 | 0.8944 | 0.4996 | 0.8944 | 0.9457 |
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- | No log | 26.3333 | 158 | 0.8608 | 0.5254 | 0.8608 | 0.9278 |
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- | No log | 26.6667 | 160 | 0.8494 | 0.5370 | 0.8494 | 0.9217 |
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- | No log | 27.0 | 162 | 0.8192 | 0.5864 | 0.8192 | 0.9051 |
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- | No log | 27.3333 | 164 | 0.7584 | 0.5791 | 0.7584 | 0.8709 |
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- | No log | 27.6667 | 166 | 0.7966 | 0.5275 | 0.7966 | 0.8925 |
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- | No log | 28.0 | 168 | 0.7813 | 0.5846 | 0.7813 | 0.8839 |
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- | No log | 28.3333 | 170 | 0.7730 | 0.6289 | 0.7730 | 0.8792 |
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- | No log | 28.6667 | 172 | 0.8424 | 0.5601 | 0.8424 | 0.9178 |
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- | No log | 29.0 | 174 | 1.0091 | 0.5547 | 1.0091 | 1.0046 |
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- | No log | 29.3333 | 176 | 1.0706 | 0.5356 | 1.0706 | 1.0347 |
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- | No log | 29.6667 | 178 | 0.9428 | 0.5626 | 0.9428 | 0.9710 |
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- | No log | 30.0 | 180 | 0.8741 | 0.5345 | 0.8741 | 0.9349 |
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- | No log | 30.3333 | 182 | 0.8315 | 0.5345 | 0.8315 | 0.9119 |
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- | No log | 30.6667 | 184 | 0.7957 | 0.5588 | 0.7957 | 0.8920 |
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- | No log | 31.0 | 186 | 0.7982 | 0.5588 | 0.7982 | 0.8934 |
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- | No log | 31.3333 | 188 | 0.8218 | 0.5269 | 0.8218 | 0.9065 |
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- | No log | 31.6667 | 190 | 0.8305 | 0.5161 | 0.8305 | 0.9113 |
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- | No log | 32.0 | 192 | 0.8872 | 0.5394 | 0.8872 | 0.9419 |
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- | No log | 32.3333 | 194 | 0.9238 | 0.5170 | 0.9238 | 0.9611 |
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- | No log | 32.6667 | 196 | 0.8837 | 0.5517 | 0.8837 | 0.9400 |
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- | No log | 33.0 | 198 | 0.8403 | 0.5094 | 0.8403 | 0.9167 |
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- | No log | 33.3333 | 200 | 0.8440 | 0.5744 | 0.8440 | 0.9187 |
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- | No log | 33.6667 | 202 | 0.8242 | 0.5561 | 0.8242 | 0.9079 |
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- | No log | 34.0 | 204 | 0.8115 | 0.5426 | 0.8115 | 0.9008 |
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- | No log | 34.3333 | 206 | 0.8173 | 0.5279 | 0.8173 | 0.9040 |
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- | No log | 34.6667 | 208 | 0.8549 | 0.5301 | 0.8549 | 0.9246 |
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- | No log | 35.0 | 210 | 0.8920 | 0.5385 | 0.8920 | 0.9445 |
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- | No log | 35.3333 | 212 | 0.8237 | 0.5685 | 0.8237 | 0.9076 |
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- | No log | 35.6667 | 214 | 0.7626 | 0.5432 | 0.7626 | 0.8733 |
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- | No log | 36.0 | 216 | 0.7486 | 0.5961 | 0.7486 | 0.8652 |
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- | No log | 36.3333 | 218 | 0.7577 | 0.5621 | 0.7577 | 0.8705 |
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- | No log | 36.6667 | 220 | 0.7757 | 0.6129 | 0.7757 | 0.8807 |
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- | No log | 37.0 | 222 | 0.8209 | 0.5996 | 0.8209 | 0.9060 |
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- | No log | 37.3333 | 224 | 0.9118 | 0.5493 | 0.9118 | 0.9549 |
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- | No log | 37.6667 | 226 | 0.9057 | 0.5847 | 0.9057 | 0.9517 |
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- | No log | 38.0 | 228 | 0.8229 | 0.5814 | 0.8229 | 0.9071 |
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- | No log | 38.3333 | 230 | 0.7588 | 0.5248 | 0.7588 | 0.8711 |
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- | No log | 38.6667 | 232 | 0.7470 | 0.5507 | 0.7470 | 0.8643 |
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- | No log | 39.0 | 234 | 0.7509 | 0.5931 | 0.7509 | 0.8665 |
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- | No log | 39.3333 | 236 | 0.7654 | 0.5511 | 0.7654 | 0.8749 |
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- | No log | 39.6667 | 238 | 0.8039 | 0.5753 | 0.8039 | 0.8966 |
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- | No log | 40.0 | 240 | 0.8394 | 0.5706 | 0.8394 | 0.9162 |
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- | No log | 40.3333 | 242 | 0.8746 | 0.5578 | 0.8746 | 0.9352 |
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- | No log | 40.6667 | 244 | 0.8251 | 0.5541 | 0.8251 | 0.9083 |
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- | No log | 41.0 | 246 | 0.7860 | 0.5798 | 0.7860 | 0.8866 |
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- | No log | 41.3333 | 248 | 0.7711 | 0.5951 | 0.7711 | 0.8781 |
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- | No log | 41.6667 | 250 | 0.7636 | 0.5647 | 0.7636 | 0.8738 |
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- | No log | 42.0 | 252 | 0.7677 | 0.5541 | 0.7677 | 0.8762 |
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- | No log | 42.3333 | 254 | 0.8233 | 0.5495 | 0.8233 | 0.9073 |
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- | No log | 42.6667 | 256 | 0.8368 | 0.5495 | 0.8368 | 0.9148 |
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- | No log | 43.0 | 258 | 0.8035 | 0.5788 | 0.8035 | 0.8964 |
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- | No log | 43.3333 | 260 | 0.7728 | 0.5869 | 0.7728 | 0.8791 |
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- | No log | 43.6667 | 262 | 0.7666 | 0.5969 | 0.7666 | 0.8756 |
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- | No log | 44.0 | 264 | 0.7587 | 0.5944 | 0.7587 | 0.8710 |
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- | No log | 44.3333 | 266 | 0.7499 | 0.5951 | 0.7499 | 0.8660 |
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- | No log | 44.6667 | 268 | 0.7552 | 0.6047 | 0.7552 | 0.8690 |
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- | No log | 45.0 | 270 | 0.7956 | 0.5892 | 0.7956 | 0.8920 |
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- | No log | 45.3333 | 272 | 0.8001 | 0.5928 | 0.8001 | 0.8945 |
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- | No log | 45.6667 | 274 | 0.7883 | 0.6119 | 0.7883 | 0.8879 |
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- | No log | 46.0 | 276 | 0.7964 | 0.6367 | 0.7964 | 0.8924 |
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- | No log | 46.3333 | 278 | 0.8535 | 0.5455 | 0.8535 | 0.9238 |
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- | No log | 46.6667 | 280 | 0.8624 | 0.5455 | 0.8624 | 0.9286 |
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- | No log | 47.0 | 282 | 0.8137 | 0.5666 | 0.8137 | 0.9021 |
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- | No log | 47.3333 | 284 | 0.8007 | 0.6021 | 0.8007 | 0.8948 |
194
- | No log | 47.6667 | 286 | 0.8179 | 0.5541 | 0.8179 | 0.9044 |
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- | No log | 48.0 | 288 | 0.8272 | 0.5434 | 0.8272 | 0.9095 |
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- | No log | 48.3333 | 290 | 0.8109 | 0.5541 | 0.8109 | 0.9005 |
197
- | No log | 48.6667 | 292 | 0.8179 | 0.5385 | 0.8179 | 0.9044 |
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- | No log | 49.0 | 294 | 0.8251 | 0.5611 | 0.8251 | 0.9084 |
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- | No log | 49.3333 | 296 | 0.8369 | 0.5769 | 0.8369 | 0.9148 |
200
- | No log | 49.6667 | 298 | 0.8377 | 0.5611 | 0.8377 | 0.9152 |
201
- | No log | 50.0 | 300 | 0.8310 | 0.5554 | 0.8310 | 0.9116 |
202
- | No log | 50.3333 | 302 | 0.8183 | 0.5554 | 0.8183 | 0.9046 |
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- | No log | 50.6667 | 304 | 0.8048 | 0.5713 | 0.8048 | 0.8971 |
204
- | No log | 51.0 | 306 | 0.7971 | 0.5305 | 0.7971 | 0.8928 |
205
- | No log | 51.3333 | 308 | 0.8131 | 0.5068 | 0.8131 | 0.9017 |
206
- | No log | 51.6667 | 310 | 0.8119 | 0.5068 | 0.8119 | 0.9011 |
207
- | No log | 52.0 | 312 | 0.7984 | 0.5305 | 0.7984 | 0.8935 |
208
- | No log | 52.3333 | 314 | 0.7939 | 0.5815 | 0.7939 | 0.8910 |
209
- | No log | 52.6667 | 316 | 0.8192 | 0.5280 | 0.8192 | 0.9051 |
210
- | No log | 53.0 | 318 | 0.8324 | 0.5382 | 0.8324 | 0.9124 |
211
- | No log | 53.3333 | 320 | 0.8305 | 0.5556 | 0.8305 | 0.9113 |
212
- | No log | 53.6667 | 322 | 0.8521 | 0.5690 | 0.8521 | 0.9231 |
213
- | No log | 54.0 | 324 | 0.8616 | 0.5947 | 0.8616 | 0.9282 |
214
- | No log | 54.3333 | 326 | 0.8513 | 0.5589 | 0.8513 | 0.9227 |
215
- | No log | 54.6667 | 328 | 0.8362 | 0.5989 | 0.8362 | 0.9145 |
216
- | No log | 55.0 | 330 | 0.8287 | 0.5477 | 0.8287 | 0.9103 |
217
- | No log | 55.3333 | 332 | 0.8127 | 0.5679 | 0.8127 | 0.9015 |
218
- | No log | 55.6667 | 334 | 0.7894 | 0.5484 | 0.7894 | 0.8885 |
219
- | No log | 56.0 | 336 | 0.7810 | 0.4939 | 0.7810 | 0.8838 |
220
- | No log | 56.3333 | 338 | 0.7881 | 0.5110 | 0.7881 | 0.8878 |
221
- | No log | 56.6667 | 340 | 0.7936 | 0.5563 | 0.7936 | 0.8908 |
222
- | No log | 57.0 | 342 | 0.8130 | 0.5624 | 0.8130 | 0.9017 |
223
- | No log | 57.3333 | 344 | 0.8081 | 0.5624 | 0.8081 | 0.8989 |
224
- | No log | 57.6667 | 346 | 0.7714 | 0.5305 | 0.7714 | 0.8783 |
225
- | No log | 58.0 | 348 | 0.7560 | 0.5824 | 0.7560 | 0.8695 |
226
- | No log | 58.3333 | 350 | 0.7654 | 0.5634 | 0.7654 | 0.8748 |
227
- | No log | 58.6667 | 352 | 0.7625 | 0.5880 | 0.7625 | 0.8732 |
228
- | No log | 59.0 | 354 | 0.7471 | 0.6119 | 0.7471 | 0.8643 |
229
- | No log | 59.3333 | 356 | 0.7428 | 0.5997 | 0.7428 | 0.8619 |
230
- | No log | 59.6667 | 358 | 0.7461 | 0.5659 | 0.7461 | 0.8638 |
231
- | No log | 60.0 | 360 | 0.7581 | 0.5479 | 0.7581 | 0.8707 |
232
- | No log | 60.3333 | 362 | 0.7709 | 0.5370 | 0.7709 | 0.8780 |
233
- | No log | 60.6667 | 364 | 0.7890 | 0.5370 | 0.7890 | 0.8883 |
234
- | No log | 61.0 | 366 | 0.8034 | 0.5261 | 0.8034 | 0.8963 |
235
- | No log | 61.3333 | 368 | 0.8052 | 0.5541 | 0.8052 | 0.8973 |
236
- | No log | 61.6667 | 370 | 0.7988 | 0.5541 | 0.7988 | 0.8937 |
237
- | No log | 62.0 | 372 | 0.8009 | 0.5420 | 0.8009 | 0.8949 |
238
- | No log | 62.3333 | 374 | 0.8038 | 0.5420 | 0.8038 | 0.8966 |
239
- | No log | 62.6667 | 376 | 0.7989 | 0.5527 | 0.7989 | 0.8938 |
240
- | No log | 63.0 | 378 | 0.7940 | 0.5841 | 0.7940 | 0.8911 |
241
- | No log | 63.3333 | 380 | 0.7896 | 0.5841 | 0.7896 | 0.8886 |
242
- | No log | 63.6667 | 382 | 0.7914 | 0.5958 | 0.7914 | 0.8896 |
243
- | No log | 64.0 | 384 | 0.8000 | 0.6224 | 0.8000 | 0.8944 |
244
- | No log | 64.3333 | 386 | 0.7927 | 0.5958 | 0.7927 | 0.8903 |
245
- | No log | 64.6667 | 388 | 0.7848 | 0.5781 | 0.7848 | 0.8859 |
246
- | No log | 65.0 | 390 | 0.7710 | 0.5980 | 0.7710 | 0.8780 |
247
- | No log | 65.3333 | 392 | 0.7601 | 0.5856 | 0.7601 | 0.8718 |
248
- | No log | 65.6667 | 394 | 0.7736 | 0.5779 | 0.7736 | 0.8795 |
249
- | No log | 66.0 | 396 | 0.7943 | 0.5434 | 0.7943 | 0.8912 |
250
- | No log | 66.3333 | 398 | 0.8142 | 0.5947 | 0.8142 | 0.9023 |
251
- | No log | 66.6667 | 400 | 0.8134 | 0.5659 | 0.8134 | 0.9019 |
252
- | No log | 67.0 | 402 | 0.7914 | 0.5788 | 0.7914 | 0.8896 |
253
- | No log | 67.3333 | 404 | 0.7587 | 0.5501 | 0.7587 | 0.8710 |
254
- | No log | 67.6667 | 406 | 0.7518 | 0.5856 | 0.7518 | 0.8671 |
255
- | No log | 68.0 | 408 | 0.7570 | 0.5856 | 0.7570 | 0.8701 |
256
- | No log | 68.3333 | 410 | 0.7642 | 0.5523 | 0.7642 | 0.8742 |
257
- | No log | 68.6667 | 412 | 0.7727 | 0.5501 | 0.7727 | 0.8790 |
258
- | No log | 69.0 | 414 | 0.7706 | 0.5501 | 0.7706 | 0.8779 |
259
- | No log | 69.3333 | 416 | 0.7697 | 0.5746 | 0.7697 | 0.8773 |
260
- | No log | 69.6667 | 418 | 0.7731 | 0.5658 | 0.7731 | 0.8793 |
261
- | No log | 70.0 | 420 | 0.7789 | 0.5746 | 0.7789 | 0.8825 |
262
- | No log | 70.3333 | 422 | 0.7878 | 0.5611 | 0.7878 | 0.8876 |
263
- | No log | 70.6667 | 424 | 0.7953 | 0.5194 | 0.7953 | 0.8918 |
264
- | No log | 71.0 | 426 | 0.7988 | 0.5194 | 0.7988 | 0.8938 |
265
- | No log | 71.3333 | 428 | 0.8030 | 0.5635 | 0.8030 | 0.8961 |
266
- | No log | 71.6667 | 430 | 0.8165 | 0.5611 | 0.8165 | 0.9036 |
267
- | No log | 72.0 | 432 | 0.8268 | 0.5635 | 0.8268 | 0.9093 |
268
- | No log | 72.3333 | 434 | 0.8354 | 0.5367 | 0.8354 | 0.9140 |
269
- | No log | 72.6667 | 436 | 0.8390 | 0.5395 | 0.8390 | 0.9160 |
270
- | No log | 73.0 | 438 | 0.8327 | 0.5395 | 0.8327 | 0.9125 |
271
- | No log | 73.3333 | 440 | 0.8240 | 0.5655 | 0.8240 | 0.9077 |
272
- | No log | 73.6667 | 442 | 0.8199 | 0.5533 | 0.8199 | 0.9055 |
273
- | No log | 74.0 | 444 | 0.8225 | 0.5194 | 0.8225 | 0.9069 |
274
- | No log | 74.3333 | 446 | 0.8303 | 0.5601 | 0.8303 | 0.9112 |
275
- | No log | 74.6667 | 448 | 0.8251 | 0.5601 | 0.8251 | 0.9084 |
276
- | No log | 75.0 | 450 | 0.8139 | 0.5434 | 0.8139 | 0.9022 |
277
- | No log | 75.3333 | 452 | 0.8064 | 0.5370 | 0.8064 | 0.8980 |
278
- | No log | 75.6667 | 454 | 0.7953 | 0.5400 | 0.7953 | 0.8918 |
279
- | No log | 76.0 | 456 | 0.7936 | 0.5529 | 0.7936 | 0.8909 |
280
- | No log | 76.3333 | 458 | 0.7972 | 0.5633 | 0.7972 | 0.8928 |
281
- | No log | 76.6667 | 460 | 0.7989 | 0.5633 | 0.7989 | 0.8938 |
282
- | No log | 77.0 | 462 | 0.8030 | 0.5354 | 0.8030 | 0.8961 |
283
- | No log | 77.3333 | 464 | 0.8134 | 0.5531 | 0.8134 | 0.9019 |
284
- | No log | 77.6667 | 466 | 0.8269 | 0.5747 | 0.8269 | 0.9094 |
285
- | No log | 78.0 | 468 | 0.8324 | 0.5896 | 0.8324 | 0.9124 |
286
- | No log | 78.3333 | 470 | 0.8257 | 0.5844 | 0.8257 | 0.9087 |
287
- | No log | 78.6667 | 472 | 0.8164 | 0.5690 | 0.8164 | 0.9035 |
288
- | No log | 79.0 | 474 | 0.8044 | 0.5815 | 0.8044 | 0.8969 |
289
- | No log | 79.3333 | 476 | 0.7946 | 0.5815 | 0.7946 | 0.8914 |
290
- | No log | 79.6667 | 478 | 0.7824 | 0.5815 | 0.7824 | 0.8845 |
291
- | No log | 80.0 | 480 | 0.7707 | 0.5951 | 0.7707 | 0.8779 |
292
- | No log | 80.3333 | 482 | 0.7644 | 0.5766 | 0.7644 | 0.8743 |
293
- | No log | 80.6667 | 484 | 0.7613 | 0.5683 | 0.7613 | 0.8725 |
294
- | No log | 81.0 | 486 | 0.7568 | 0.5997 | 0.7568 | 0.8699 |
295
- | No log | 81.3333 | 488 | 0.7569 | 0.5997 | 0.7569 | 0.8700 |
296
- | No log | 81.6667 | 490 | 0.7588 | 0.5885 | 0.7588 | 0.8711 |
297
- | No log | 82.0 | 492 | 0.7650 | 0.5587 | 0.7650 | 0.8746 |
298
- | No log | 82.3333 | 494 | 0.7669 | 0.5587 | 0.7669 | 0.8757 |
299
- | No log | 82.6667 | 496 | 0.7728 | 0.5370 | 0.7728 | 0.8791 |
300
- | No log | 83.0 | 498 | 0.7805 | 0.5370 | 0.7805 | 0.8835 |
301
- | 0.2215 | 83.3333 | 500 | 0.7856 | 0.5370 | 0.7856 | 0.8864 |
302
- | 0.2215 | 83.6667 | 502 | 0.7894 | 0.5370 | 0.7894 | 0.8885 |
303
- | 0.2215 | 84.0 | 504 | 0.7959 | 0.5706 | 0.7959 | 0.8921 |
304
- | 0.2215 | 84.3333 | 506 | 0.7959 | 0.5706 | 0.7959 | 0.8921 |
305
- | 0.2215 | 84.6667 | 508 | 0.7943 | 0.5370 | 0.7943 | 0.8912 |
306
- | 0.2215 | 85.0 | 510 | 0.7948 | 0.5370 | 0.7948 | 0.8915 |
307
- | 0.2215 | 85.3333 | 512 | 0.7902 | 0.5370 | 0.7902 | 0.8889 |
308
- | 0.2215 | 85.6667 | 514 | 0.7840 | 0.5370 | 0.7840 | 0.8854 |
309
- | 0.2215 | 86.0 | 516 | 0.7823 | 0.5479 | 0.7823 | 0.8845 |
310
- | 0.2215 | 86.3333 | 518 | 0.7818 | 0.5229 | 0.7818 | 0.8842 |
311
- | 0.2215 | 86.6667 | 520 | 0.7814 | 0.5337 | 0.7814 | 0.8839 |
312
- | 0.2215 | 87.0 | 522 | 0.7783 | 0.5529 | 0.7783 | 0.8822 |
313
- | 0.2215 | 87.3333 | 524 | 0.7761 | 0.5531 | 0.7761 | 0.8809 |
314
- | 0.2215 | 87.6667 | 526 | 0.7752 | 0.5531 | 0.7752 | 0.8805 |
315
- | 0.2215 | 88.0 | 528 | 0.7770 | 0.5337 | 0.7770 | 0.8815 |
316
- | 0.2215 | 88.3333 | 530 | 0.7801 | 0.5506 | 0.7801 | 0.8832 |
317
- | 0.2215 | 88.6667 | 532 | 0.7840 | 0.5753 | 0.7840 | 0.8854 |
318
- | 0.2215 | 89.0 | 534 | 0.7842 | 0.5647 | 0.7842 | 0.8856 |
319
- | 0.2215 | 89.3333 | 536 | 0.7855 | 0.5541 | 0.7855 | 0.8863 |
320
- | 0.2215 | 89.6667 | 538 | 0.7858 | 0.5541 | 0.7858 | 0.8864 |
321
- | 0.2215 | 90.0 | 540 | 0.7857 | 0.5647 | 0.7857 | 0.8864 |
322
- | 0.2215 | 90.3333 | 542 | 0.7852 | 0.5370 | 0.7852 | 0.8861 |
323
- | 0.2215 | 90.6667 | 544 | 0.7863 | 0.5541 | 0.7863 | 0.8867 |
324
- | 0.2215 | 91.0 | 546 | 0.7859 | 0.5541 | 0.7859 | 0.8865 |
325
- | 0.2215 | 91.3333 | 548 | 0.7863 | 0.5541 | 0.7863 | 0.8867 |
326
- | 0.2215 | 91.6667 | 550 | 0.7866 | 0.5541 | 0.7866 | 0.8869 |
327
- | 0.2215 | 92.0 | 552 | 0.7875 | 0.5541 | 0.7875 | 0.8874 |
328
- | 0.2215 | 92.3333 | 554 | 0.7916 | 0.5541 | 0.7916 | 0.8897 |
329
- | 0.2215 | 92.6667 | 556 | 0.7934 | 0.5541 | 0.7934 | 0.8907 |
330
- | 0.2215 | 93.0 | 558 | 0.7948 | 0.5706 | 0.7948 | 0.8915 |
331
- | 0.2215 | 93.3333 | 560 | 0.7961 | 0.5601 | 0.7961 | 0.8922 |
332
- | 0.2215 | 93.6667 | 562 | 0.7962 | 0.5706 | 0.7962 | 0.8923 |
333
- | 0.2215 | 94.0 | 564 | 0.7983 | 0.5706 | 0.7983 | 0.8935 |
334
- | 0.2215 | 94.3333 | 566 | 0.8015 | 0.5706 | 0.8015 | 0.8953 |
335
- | 0.2215 | 94.6667 | 568 | 0.8049 | 0.5601 | 0.8049 | 0.8972 |
336
- | 0.2215 | 95.0 | 570 | 0.8059 | 0.5601 | 0.8059 | 0.8977 |
337
- | 0.2215 | 95.3333 | 572 | 0.8056 | 0.5706 | 0.8056 | 0.8976 |
338
- | 0.2215 | 95.6667 | 574 | 0.8063 | 0.5706 | 0.8063 | 0.8979 |
339
- | 0.2215 | 96.0 | 576 | 0.8049 | 0.5706 | 0.8049 | 0.8972 |
340
- | 0.2215 | 96.3333 | 578 | 0.8035 | 0.5706 | 0.8035 | 0.8964 |
341
- | 0.2215 | 96.6667 | 580 | 0.8006 | 0.5706 | 0.8006 | 0.8948 |
342
- | 0.2215 | 97.0 | 582 | 0.7996 | 0.5706 | 0.7996 | 0.8942 |
343
- | 0.2215 | 97.3333 | 584 | 0.7985 | 0.5706 | 0.7985 | 0.8936 |
344
- | 0.2215 | 97.6667 | 586 | 0.7973 | 0.5706 | 0.7973 | 0.8929 |
345
- | 0.2215 | 98.0 | 588 | 0.7962 | 0.5706 | 0.7962 | 0.8923 |
346
- | 0.2215 | 98.3333 | 590 | 0.7949 | 0.5706 | 0.7949 | 0.8916 |
347
- | 0.2215 | 98.6667 | 592 | 0.7933 | 0.5541 | 0.7933 | 0.8907 |
348
- | 0.2215 | 99.0 | 594 | 0.7919 | 0.5541 | 0.7919 | 0.8899 |
349
- | 0.2215 | 99.3333 | 596 | 0.7911 | 0.5541 | 0.7911 | 0.8894 |
350
- | 0.2215 | 99.6667 | 598 | 0.7908 | 0.5541 | 0.7908 | 0.8893 |
351
- | 0.2215 | 100.0 | 600 | 0.7906 | 0.5541 | 0.7906 | 0.8892 |
352
 
353
 
354
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7687
19
+ - Qwk: 0.5259
20
+ - Mse: 0.7687
21
+ - Rmse: 0.8768
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.1667 | 2 | 4.5530 | 0.0018 | 4.5530 | 2.1338 |
53
+ | No log | 0.3333 | 4 | 2.4686 | 0.0672 | 2.4686 | 1.5712 |
54
+ | No log | 0.5 | 6 | 1.7900 | 0.0844 | 1.7900 | 1.3379 |
55
+ | No log | 0.6667 | 8 | 1.1826 | 0.1370 | 1.1826 | 1.0875 |
56
+ | No log | 0.8333 | 10 | 1.1721 | 0.1585 | 1.1721 | 1.0826 |
57
+ | No log | 1.0 | 12 | 1.1640 | 0.2448 | 1.1640 | 1.0789 |
58
+ | No log | 1.1667 | 14 | 1.1071 | 0.2843 | 1.1071 | 1.0522 |
59
+ | No log | 1.3333 | 16 | 1.0810 | 0.2694 | 1.0810 | 1.0397 |
60
+ | No log | 1.5 | 18 | 1.5072 | 0.1603 | 1.5072 | 1.2277 |
61
+ | No log | 1.6667 | 20 | 1.6234 | 0.2243 | 1.6234 | 1.2741 |
62
+ | No log | 1.8333 | 22 | 1.2415 | 0.2304 | 1.2415 | 1.1142 |
63
+ | No log | 2.0 | 24 | 1.1132 | 0.1811 | 1.1132 | 1.0551 |
64
+ | No log | 2.1667 | 26 | 1.1144 | 0.1992 | 1.1144 | 1.0557 |
65
+ | No log | 2.3333 | 28 | 1.1988 | 0.2247 | 1.1988 | 1.0949 |
66
+ | No log | 2.5 | 30 | 1.2442 | 0.2821 | 1.2442 | 1.1154 |
67
+ | No log | 2.6667 | 32 | 1.2466 | 0.4140 | 1.2466 | 1.1165 |
68
+ | No log | 2.8333 | 34 | 1.0866 | 0.4094 | 1.0866 | 1.0424 |
69
+ | No log | 3.0 | 36 | 1.2535 | 0.3734 | 1.2535 | 1.1196 |
70
+ | No log | 3.1667 | 38 | 1.2222 | 0.3912 | 1.2222 | 1.1055 |
71
+ | No log | 3.3333 | 40 | 0.9568 | 0.5200 | 0.9568 | 0.9781 |
72
+ | No log | 3.5 | 42 | 0.9871 | 0.5034 | 0.9871 | 0.9935 |
73
+ | No log | 3.6667 | 44 | 1.4433 | 0.3271 | 1.4433 | 1.2014 |
74
+ | No log | 3.8333 | 46 | 1.1213 | 0.3992 | 1.1213 | 1.0589 |
75
+ | No log | 4.0 | 48 | 0.8256 | 0.5397 | 0.8256 | 0.9086 |
76
+ | No log | 4.1667 | 50 | 0.8937 | 0.5357 | 0.8937 | 0.9453 |
77
+ | No log | 4.3333 | 52 | 0.8723 | 0.5634 | 0.8723 | 0.9340 |
78
+ | No log | 4.5 | 54 | 1.0182 | 0.3763 | 1.0182 | 1.0091 |
79
+ | No log | 4.6667 | 56 | 1.1373 | 0.3449 | 1.1373 | 1.0665 |
80
+ | No log | 4.8333 | 58 | 0.9808 | 0.3714 | 0.9808 | 0.9904 |
81
+ | No log | 5.0 | 60 | 0.8560 | 0.5320 | 0.8560 | 0.9252 |
82
+ | No log | 5.1667 | 62 | 0.8289 | 0.5895 | 0.8289 | 0.9104 |
83
+ | No log | 5.3333 | 64 | 0.8378 | 0.6204 | 0.8378 | 0.9153 |
84
+ | No log | 5.5 | 66 | 0.8303 | 0.6168 | 0.8303 | 0.9112 |
85
+ | No log | 5.6667 | 68 | 0.9138 | 0.5471 | 0.9138 | 0.9559 |
86
+ | No log | 5.8333 | 70 | 0.9608 | 0.5296 | 0.9608 | 0.9802 |
87
+ | No log | 6.0 | 72 | 0.9785 | 0.5471 | 0.9785 | 0.9892 |
88
+ | No log | 6.1667 | 74 | 0.8401 | 0.5794 | 0.8401 | 0.9166 |
89
+ | No log | 6.3333 | 76 | 0.8317 | 0.6001 | 0.8317 | 0.9120 |
90
+ | No log | 6.5 | 78 | 0.8318 | 0.5827 | 0.8318 | 0.9120 |
91
+ | No log | 6.6667 | 80 | 0.8195 | 0.5546 | 0.8195 | 0.9053 |
92
+ | No log | 6.8333 | 82 | 0.9137 | 0.5486 | 0.9137 | 0.9559 |
93
+ | No log | 7.0 | 84 | 0.7836 | 0.5497 | 0.7836 | 0.8852 |
94
+ | No log | 7.1667 | 86 | 0.7776 | 0.6097 | 0.7776 | 0.8818 |
95
+ | No log | 7.3333 | 88 | 0.7555 | 0.6239 | 0.7555 | 0.8692 |
96
+ | No log | 7.5 | 90 | 0.7408 | 0.6239 | 0.7408 | 0.8607 |
97
+ | No log | 7.6667 | 92 | 0.7284 | 0.6239 | 0.7284 | 0.8535 |
98
+ | No log | 7.8333 | 94 | 0.7638 | 0.5825 | 0.7638 | 0.8740 |
99
+ | No log | 8.0 | 96 | 0.7645 | 0.5546 | 0.7645 | 0.8744 |
100
+ | No log | 8.1667 | 98 | 0.7178 | 0.6525 | 0.7178 | 0.8472 |
101
+ | No log | 8.3333 | 100 | 0.7438 | 0.6141 | 0.7438 | 0.8625 |
102
+ | No log | 8.5 | 102 | 0.7696 | 0.6151 | 0.7696 | 0.8773 |
103
+ | No log | 8.6667 | 104 | 0.8044 | 0.5287 | 0.8044 | 0.8969 |
104
+ | No log | 8.8333 | 106 | 0.7386 | 0.6172 | 0.7386 | 0.8594 |
105
+ | No log | 9.0 | 108 | 0.7624 | 0.5766 | 0.7624 | 0.8732 |
106
+ | No log | 9.1667 | 110 | 0.9735 | 0.5777 | 0.9735 | 0.9867 |
107
+ | No log | 9.3333 | 112 | 0.8539 | 0.5860 | 0.8539 | 0.9241 |
108
+ | No log | 9.5 | 114 | 0.7642 | 0.6605 | 0.7642 | 0.8742 |
109
+ | No log | 9.6667 | 116 | 0.9461 | 0.5258 | 0.9461 | 0.9727 |
110
+ | No log | 9.8333 | 118 | 0.8830 | 0.5977 | 0.8830 | 0.9397 |
111
+ | No log | 10.0 | 120 | 0.7944 | 0.6026 | 0.7944 | 0.8913 |
112
+ | No log | 10.1667 | 122 | 0.7684 | 0.6029 | 0.7684 | 0.8766 |
113
+ | No log | 10.3333 | 124 | 0.7961 | 0.5339 | 0.7961 | 0.8922 |
114
+ | No log | 10.5 | 126 | 0.7620 | 0.6177 | 0.7620 | 0.8729 |
115
+ | No log | 10.6667 | 128 | 0.7413 | 0.5102 | 0.7413 | 0.8610 |
116
+ | No log | 10.8333 | 130 | 0.7858 | 0.5248 | 0.7858 | 0.8864 |
117
+ | No log | 11.0 | 132 | 0.7757 | 0.5886 | 0.7757 | 0.8807 |
118
+ | No log | 11.1667 | 134 | 0.7246 | 0.5530 | 0.7246 | 0.8512 |
119
+ | No log | 11.3333 | 136 | 0.7330 | 0.5832 | 0.7330 | 0.8561 |
120
+ | No log | 11.5 | 138 | 0.8812 | 0.5139 | 0.8812 | 0.9387 |
121
+ | No log | 11.6667 | 140 | 0.7552 | 0.5788 | 0.7552 | 0.8690 |
122
+ | No log | 11.8333 | 142 | 0.6629 | 0.5821 | 0.6629 | 0.8142 |
123
+ | No log | 12.0 | 144 | 0.6833 | 0.6029 | 0.6833 | 0.8266 |
124
+ | No log | 12.1667 | 146 | 0.6789 | 0.5961 | 0.6789 | 0.8239 |
125
+ | No log | 12.3333 | 148 | 0.6851 | 0.5582 | 0.6851 | 0.8277 |
126
+ | No log | 12.5 | 150 | 0.7015 | 0.6517 | 0.7015 | 0.8375 |
127
+ | No log | 12.6667 | 152 | 0.6944 | 0.6417 | 0.6944 | 0.8333 |
128
+ | No log | 12.8333 | 154 | 0.8199 | 0.4962 | 0.8199 | 0.9055 |
129
+ | No log | 13.0 | 156 | 0.9404 | 0.4894 | 0.9404 | 0.9698 |
130
+ | No log | 13.1667 | 158 | 0.8200 | 0.4949 | 0.8200 | 0.9055 |
131
+ | No log | 13.3333 | 160 | 0.7067 | 0.6237 | 0.7067 | 0.8406 |
132
+ | No log | 13.5 | 162 | 0.7963 | 0.6101 | 0.7963 | 0.8923 |
133
+ | No log | 13.6667 | 164 | 0.8762 | 0.5297 | 0.8762 | 0.9360 |
134
+ | No log | 13.8333 | 166 | 0.7821 | 0.6049 | 0.7821 | 0.8844 |
135
+ | No log | 14.0 | 168 | 0.7056 | 0.6151 | 0.7056 | 0.8400 |
136
+ | No log | 14.1667 | 170 | 0.7170 | 0.5546 | 0.7170 | 0.8468 |
137
+ | No log | 14.3333 | 172 | 0.7225 | 0.5358 | 0.7225 | 0.8500 |
138
+ | No log | 14.5 | 174 | 0.6911 | 0.6117 | 0.6911 | 0.8313 |
139
+ | No log | 14.6667 | 176 | 0.6990 | 0.6117 | 0.6990 | 0.8361 |
140
+ | No log | 14.8333 | 178 | 0.7018 | 0.6487 | 0.7018 | 0.8377 |
141
+ | No log | 15.0 | 180 | 0.7465 | 0.6109 | 0.7465 | 0.8640 |
142
+ | No log | 15.1667 | 182 | 0.7944 | 0.5736 | 0.7944 | 0.8913 |
143
+ | No log | 15.3333 | 184 | 0.7707 | 0.5833 | 0.7707 | 0.8779 |
144
+ | No log | 15.5 | 186 | 0.7427 | 0.5988 | 0.7427 | 0.8618 |
145
+ | No log | 15.6667 | 188 | 0.7504 | 0.5750 | 0.7504 | 0.8663 |
146
+ | No log | 15.8333 | 190 | 0.7613 | 0.6211 | 0.7613 | 0.8725 |
147
+ | No log | 16.0 | 192 | 0.7926 | 0.6047 | 0.7926 | 0.8903 |
148
+ | No log | 16.1667 | 194 | 0.8033 | 0.6069 | 0.8033 | 0.8963 |
149
+ | No log | 16.3333 | 196 | 0.7559 | 0.6131 | 0.7559 | 0.8694 |
150
+ | No log | 16.5 | 198 | 0.7296 | 0.6051 | 0.7296 | 0.8542 |
151
+ | No log | 16.6667 | 200 | 0.7601 | 0.5712 | 0.7601 | 0.8718 |
152
+ | No log | 16.8333 | 202 | 0.7463 | 0.5327 | 0.7463 | 0.8639 |
153
+ | No log | 17.0 | 204 | 0.7327 | 0.5607 | 0.7327 | 0.8560 |
154
+ | No log | 17.1667 | 206 | 0.7258 | 0.5856 | 0.7258 | 0.8520 |
155
+ | No log | 17.3333 | 208 | 0.7106 | 0.6183 | 0.7106 | 0.8430 |
156
+ | No log | 17.5 | 210 | 0.7071 | 0.5776 | 0.7071 | 0.8409 |
157
+ | No log | 17.6667 | 212 | 0.7517 | 0.5117 | 0.7517 | 0.8670 |
158
+ | No log | 17.8333 | 214 | 0.7589 | 0.5228 | 0.7589 | 0.8712 |
159
+ | No log | 18.0 | 216 | 0.7202 | 0.6139 | 0.7202 | 0.8486 |
160
+ | No log | 18.1667 | 218 | 0.7395 | 0.5862 | 0.7395 | 0.8599 |
161
+ | No log | 18.3333 | 220 | 0.7525 | 0.6196 | 0.7525 | 0.8674 |
162
+ | No log | 18.5 | 222 | 0.7450 | 0.5443 | 0.7450 | 0.8632 |
163
+ | No log | 18.6667 | 224 | 0.7489 | 0.5443 | 0.7489 | 0.8654 |
164
+ | No log | 18.8333 | 226 | 0.7503 | 0.6554 | 0.7503 | 0.8662 |
165
+ | No log | 19.0 | 228 | 0.7678 | 0.6489 | 0.7678 | 0.8763 |
166
+ | No log | 19.1667 | 230 | 0.8037 | 0.6091 | 0.8037 | 0.8965 |
167
+ | No log | 19.3333 | 232 | 0.7613 | 0.6334 | 0.7613 | 0.8725 |
168
+ | No log | 19.5 | 234 | 0.7209 | 0.6404 | 0.7209 | 0.8490 |
169
+ | No log | 19.6667 | 236 | 0.6930 | 0.6380 | 0.6930 | 0.8325 |
170
+ | No log | 19.8333 | 238 | 0.7697 | 0.5919 | 0.7697 | 0.8773 |
171
+ | No log | 20.0 | 240 | 0.7874 | 0.5912 | 0.7874 | 0.8874 |
172
+ | No log | 20.1667 | 242 | 0.7183 | 0.6239 | 0.7183 | 0.8475 |
173
+ | No log | 20.3333 | 244 | 0.7092 | 0.6664 | 0.7092 | 0.8421 |
174
+ | No log | 20.5 | 246 | 0.7052 | 0.6773 | 0.7052 | 0.8398 |
175
+ | No log | 20.6667 | 248 | 0.7073 | 0.6664 | 0.7073 | 0.8410 |
176
+ | No log | 20.8333 | 250 | 0.7265 | 0.6141 | 0.7265 | 0.8524 |
177
+ | No log | 21.0 | 252 | 0.7390 | 0.5513 | 0.7390 | 0.8596 |
178
+ | No log | 21.1667 | 254 | 0.7567 | 0.4736 | 0.7567 | 0.8699 |
179
+ | No log | 21.3333 | 256 | 0.7614 | 0.4736 | 0.7614 | 0.8726 |
180
+ | No log | 21.5 | 258 | 0.7373 | 0.5884 | 0.7373 | 0.8586 |
181
+ | No log | 21.6667 | 260 | 0.7354 | 0.5063 | 0.7354 | 0.8576 |
182
+ | No log | 21.8333 | 262 | 0.8066 | 0.4838 | 0.8066 | 0.8981 |
183
+ | No log | 22.0 | 264 | 0.8051 | 0.5117 | 0.8051 | 0.8972 |
184
+ | No log | 22.1667 | 266 | 0.7209 | 0.5437 | 0.7209 | 0.8490 |
185
+ | No log | 22.3333 | 268 | 0.7394 | 0.6758 | 0.7394 | 0.8599 |
186
+ | No log | 22.5 | 270 | 0.7855 | 0.6382 | 0.7855 | 0.8863 |
187
+ | No log | 22.6667 | 272 | 0.7716 | 0.6417 | 0.7716 | 0.8784 |
188
+ | No log | 22.8333 | 274 | 0.7212 | 0.5937 | 0.7212 | 0.8493 |
189
+ | No log | 23.0 | 276 | 0.7165 | 0.6010 | 0.7165 | 0.8465 |
190
+ | No log | 23.1667 | 278 | 0.7282 | 0.5439 | 0.7282 | 0.8533 |
191
+ | No log | 23.3333 | 280 | 0.7683 | 0.5622 | 0.7683 | 0.8765 |
192
+ | No log | 23.5 | 282 | 0.7652 | 0.5336 | 0.7652 | 0.8747 |
193
+ | No log | 23.6667 | 284 | 0.7557 | 0.5307 | 0.7557 | 0.8693 |
194
+ | No log | 23.8333 | 286 | 0.7943 | 0.5393 | 0.7943 | 0.8912 |
195
+ | No log | 24.0 | 288 | 0.8430 | 0.5352 | 0.8430 | 0.9182 |
196
+ | No log | 24.1667 | 290 | 0.7886 | 0.5477 | 0.7886 | 0.8881 |
197
+ | No log | 24.3333 | 292 | 0.7604 | 0.5645 | 0.7604 | 0.8720 |
198
+ | No log | 24.5 | 294 | 0.8809 | 0.5534 | 0.8809 | 0.9386 |
199
+ | No log | 24.6667 | 296 | 0.9962 | 0.5094 | 0.9962 | 0.9981 |
200
+ | No log | 24.8333 | 298 | 0.9803 | 0.4894 | 0.9803 | 0.9901 |
201
+ | No log | 25.0 | 300 | 0.8844 | 0.4345 | 0.8844 | 0.9404 |
202
+ | No log | 25.1667 | 302 | 0.8108 | 0.4937 | 0.8108 | 0.9004 |
203
+ | No log | 25.3333 | 304 | 0.7632 | 0.5528 | 0.7632 | 0.8736 |
204
+ | No log | 25.5 | 306 | 0.7490 | 0.5895 | 0.7490 | 0.8654 |
205
+ | No log | 25.6667 | 308 | 0.7729 | 0.6001 | 0.7729 | 0.8792 |
206
+ | No log | 25.8333 | 310 | 0.8051 | 0.5934 | 0.8051 | 0.8973 |
207
+ | No log | 26.0 | 312 | 0.7764 | 0.6100 | 0.7764 | 0.8812 |
208
+ | No log | 26.1667 | 314 | 0.7587 | 0.5971 | 0.7587 | 0.8710 |
209
+ | No log | 26.3333 | 316 | 0.7665 | 0.5131 | 0.7665 | 0.8755 |
210
+ | No log | 26.5 | 318 | 0.7895 | 0.5841 | 0.7895 | 0.8886 |
211
+ | No log | 26.6667 | 320 | 0.7959 | 0.6005 | 0.7959 | 0.8921 |
212
+ | No log | 26.8333 | 322 | 0.7504 | 0.6269 | 0.7504 | 0.8663 |
213
+ | No log | 27.0 | 324 | 0.7251 | 0.6461 | 0.7251 | 0.8516 |
214
+ | No log | 27.1667 | 326 | 0.7105 | 0.6461 | 0.7105 | 0.8429 |
215
+ | No log | 27.3333 | 328 | 0.6992 | 0.6393 | 0.6992 | 0.8362 |
216
+ | No log | 27.5 | 330 | 0.6966 | 0.5946 | 0.6966 | 0.8347 |
217
+ | No log | 27.6667 | 332 | 0.6952 | 0.6086 | 0.6952 | 0.8338 |
218
+ | No log | 27.8333 | 334 | 0.6999 | 0.6664 | 0.6999 | 0.8366 |
219
+ | No log | 28.0 | 336 | 0.7080 | 0.6377 | 0.7080 | 0.8414 |
220
+ | No log | 28.1667 | 338 | 0.7058 | 0.6340 | 0.7058 | 0.8401 |
221
+ | No log | 28.3333 | 340 | 0.7045 | 0.6448 | 0.7045 | 0.8394 |
222
+ | No log | 28.5 | 342 | 0.7101 | 0.6806 | 0.7101 | 0.8427 |
223
+ | No log | 28.6667 | 344 | 0.6902 | 0.6526 | 0.6902 | 0.8308 |
224
+ | No log | 28.8333 | 346 | 0.6895 | 0.6657 | 0.6895 | 0.8304 |
225
+ | No log | 29.0 | 348 | 0.6936 | 0.6657 | 0.6936 | 0.8328 |
226
+ | No log | 29.1667 | 350 | 0.6701 | 0.6860 | 0.6701 | 0.8186 |
227
+ | No log | 29.3333 | 352 | 0.7473 | 0.5763 | 0.7473 | 0.8645 |
228
+ | No log | 29.5 | 354 | 0.8170 | 0.5048 | 0.8170 | 0.9039 |
229
+ | No log | 29.6667 | 356 | 0.7749 | 0.5618 | 0.7749 | 0.8803 |
230
+ | No log | 29.8333 | 358 | 0.6829 | 0.6232 | 0.6829 | 0.8264 |
231
+ | No log | 30.0 | 360 | 0.6769 | 0.6902 | 0.6769 | 0.8228 |
232
+ | No log | 30.1667 | 362 | 0.7518 | 0.6446 | 0.7518 | 0.8670 |
233
+ | No log | 30.3333 | 364 | 0.7965 | 0.6140 | 0.7965 | 0.8925 |
234
+ | No log | 30.5 | 366 | 0.7824 | 0.6162 | 0.7824 | 0.8845 |
235
+ | No log | 30.6667 | 368 | 0.7443 | 0.6120 | 0.7443 | 0.8627 |
236
+ | No log | 30.8333 | 370 | 0.7392 | 0.5466 | 0.7392 | 0.8598 |
237
+ | No log | 31.0 | 372 | 0.7538 | 0.5361 | 0.7538 | 0.8682 |
238
+ | No log | 31.1667 | 374 | 0.7470 | 0.5451 | 0.7470 | 0.8643 |
239
+ | No log | 31.3333 | 376 | 0.7462 | 0.6044 | 0.7462 | 0.8638 |
240
+ | No log | 31.5 | 378 | 0.8341 | 0.5658 | 0.8340 | 0.9133 |
241
+ | No log | 31.6667 | 380 | 0.9309 | 0.5750 | 0.9309 | 0.9648 |
242
+ | No log | 31.8333 | 382 | 0.9555 | 0.5649 | 0.9555 | 0.9775 |
243
+ | No log | 32.0 | 384 | 0.9000 | 0.5532 | 0.9000 | 0.9487 |
244
+ | No log | 32.1667 | 386 | 0.8215 | 0.5539 | 0.8215 | 0.9063 |
245
+ | No log | 32.3333 | 388 | 0.7628 | 0.5530 | 0.7628 | 0.8734 |
246
+ | No log | 32.5 | 390 | 0.7672 | 0.6012 | 0.7672 | 0.8759 |
247
+ | No log | 32.6667 | 392 | 0.7882 | 0.5734 | 0.7882 | 0.8878 |
248
+ | No log | 32.8333 | 394 | 0.7611 | 0.6035 | 0.7611 | 0.8724 |
249
+ | No log | 33.0 | 396 | 0.7267 | 0.5299 | 0.7267 | 0.8525 |
250
+ | No log | 33.1667 | 398 | 0.7276 | 0.5483 | 0.7276 | 0.8530 |
251
+ | No log | 33.3333 | 400 | 0.7484 | 0.4948 | 0.7484 | 0.8651 |
252
+ | No log | 33.5 | 402 | 0.7725 | 0.5029 | 0.7725 | 0.8789 |
253
+ | No log | 33.6667 | 404 | 0.7787 | 0.5107 | 0.7787 | 0.8824 |
254
+ | No log | 33.8333 | 406 | 0.7857 | 0.5869 | 0.7857 | 0.8864 |
255
+ | No log | 34.0 | 408 | 0.7719 | 0.5779 | 0.7719 | 0.8786 |
256
+ | No log | 34.1667 | 410 | 0.7398 | 0.6230 | 0.7398 | 0.8601 |
257
+ | No log | 34.3333 | 412 | 0.7388 | 0.6067 | 0.7388 | 0.8595 |
258
+ | No log | 34.5 | 414 | 0.7347 | 0.6148 | 0.7347 | 0.8572 |
259
+ | No log | 34.6667 | 416 | 0.7273 | 0.6211 | 0.7273 | 0.8528 |
260
+ | No log | 34.8333 | 418 | 0.7342 | 0.5886 | 0.7342 | 0.8569 |
261
+ | No log | 35.0 | 420 | 0.7443 | 0.5720 | 0.7443 | 0.8627 |
262
+ | No log | 35.1667 | 422 | 0.7729 | 0.5927 | 0.7729 | 0.8791 |
263
+ | No log | 35.3333 | 424 | 0.7785 | 0.5380 | 0.7785 | 0.8823 |
264
+ | No log | 35.5 | 426 | 0.7534 | 0.5057 | 0.7534 | 0.8680 |
265
+ | No log | 35.6667 | 428 | 0.7428 | 0.5749 | 0.7428 | 0.8619 |
266
+ | No log | 35.8333 | 430 | 0.7289 | 0.5886 | 0.7289 | 0.8538 |
267
+ | No log | 36.0 | 432 | 0.7396 | 0.6088 | 0.7396 | 0.8600 |
268
+ | No log | 36.1667 | 434 | 0.7383 | 0.6098 | 0.7383 | 0.8593 |
269
+ | No log | 36.3333 | 436 | 0.7283 | 0.5543 | 0.7283 | 0.8534 |
270
+ | No log | 36.5 | 438 | 0.7212 | 0.5543 | 0.7212 | 0.8492 |
271
+ | No log | 36.6667 | 440 | 0.7201 | 0.6189 | 0.7201 | 0.8486 |
272
+ | No log | 36.8333 | 442 | 0.7256 | 0.6189 | 0.7256 | 0.8518 |
273
+ | No log | 37.0 | 444 | 0.7304 | 0.6189 | 0.7304 | 0.8546 |
274
+ | No log | 37.1667 | 446 | 0.7377 | 0.6098 | 0.7377 | 0.8589 |
275
+ | No log | 37.3333 | 448 | 0.7406 | 0.6066 | 0.7406 | 0.8606 |
276
+ | No log | 37.5 | 450 | 0.7318 | 0.6202 | 0.7318 | 0.8555 |
277
+ | No log | 37.6667 | 452 | 0.7204 | 0.6590 | 0.7204 | 0.8488 |
278
+ | No log | 37.8333 | 454 | 0.7034 | 0.6078 | 0.7034 | 0.8387 |
279
+ | No log | 38.0 | 456 | 0.7102 | 0.6279 | 0.7102 | 0.8427 |
280
+ | No log | 38.1667 | 458 | 0.7290 | 0.6088 | 0.7290 | 0.8538 |
281
+ | No log | 38.3333 | 460 | 0.7444 | 0.5886 | 0.7444 | 0.8628 |
282
+ | No log | 38.5 | 462 | 0.7489 | 0.5720 | 0.7489 | 0.8654 |
283
+ | No log | 38.6667 | 464 | 0.7435 | 0.5659 | 0.7435 | 0.8622 |
284
+ | No log | 38.8333 | 466 | 0.7370 | 0.5797 | 0.7370 | 0.8585 |
285
+ | No log | 39.0 | 468 | 0.7270 | 0.5621 | 0.7270 | 0.8526 |
286
+ | No log | 39.1667 | 470 | 0.7200 | 0.5621 | 0.7200 | 0.8485 |
287
+ | No log | 39.3333 | 472 | 0.7088 | 0.5966 | 0.7088 | 0.8419 |
288
+ | No log | 39.5 | 474 | 0.7042 | 0.6130 | 0.7042 | 0.8392 |
289
+ | No log | 39.6667 | 476 | 0.7067 | 0.5797 | 0.7067 | 0.8406 |
290
+ | No log | 39.8333 | 478 | 0.7105 | 0.6189 | 0.7105 | 0.8429 |
291
+ | No log | 40.0 | 480 | 0.7101 | 0.6015 | 0.7101 | 0.8427 |
292
+ | No log | 40.1667 | 482 | 0.7216 | 0.5835 | 0.7216 | 0.8495 |
293
+ | No log | 40.3333 | 484 | 0.7336 | 0.6015 | 0.7336 | 0.8565 |
294
+ | No log | 40.5 | 486 | 0.7558 | 0.5424 | 0.7558 | 0.8693 |
295
+ | No log | 40.6667 | 488 | 0.7691 | 0.5401 | 0.7691 | 0.8770 |
296
+ | No log | 40.8333 | 490 | 0.7712 | 0.5725 | 0.7712 | 0.8782 |
297
+ | No log | 41.0 | 492 | 0.7719 | 0.5860 | 0.7719 | 0.8786 |
298
+ | No log | 41.1667 | 494 | 0.7800 | 0.5646 | 0.7800 | 0.8832 |
299
+ | No log | 41.3333 | 496 | 0.7790 | 0.6184 | 0.7790 | 0.8826 |
300
+ | No log | 41.5 | 498 | 0.7717 | 0.6184 | 0.7717 | 0.8785 |
301
+ | 0.2373 | 41.6667 | 500 | 0.7587 | 0.5660 | 0.7587 | 0.8710 |
302
+ | 0.2373 | 41.8333 | 502 | 0.7509 | 0.5660 | 0.7509 | 0.8665 |
303
+ | 0.2373 | 42.0 | 504 | 0.7512 | 0.5547 | 0.7512 | 0.8667 |
304
+ | 0.2373 | 42.1667 | 506 | 0.7518 | 0.5451 | 0.7518 | 0.8671 |
305
+ | 0.2373 | 42.3333 | 508 | 0.7527 | 0.5380 | 0.7527 | 0.8676 |
306
+ | 0.2373 | 42.5 | 510 | 0.7687 | 0.5259 | 0.7687 | 0.8768 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions