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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_task7_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_run3_AugV5_k8_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_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: 0.7562
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- - Qwk: 0.3699
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- - Mse: 0.7562
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- - Rmse: 0.8696
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  ## Model description
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@@ -47,264 +47,329 @@ 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 | 0.05 | 2 | 2.5557 | -0.0109 | 2.5557 | 1.5987 |
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- | No log | 0.1 | 4 | 1.3520 | 0.1234 | 1.3520 | 1.1628 |
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- | No log | 0.15 | 6 | 0.7202 | 0.1372 | 0.7202 | 0.8487 |
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- | No log | 0.2 | 8 | 0.9780 | 0.1918 | 0.9780 | 0.9889 |
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- | No log | 0.25 | 10 | 1.1714 | 0.0324 | 1.1714 | 1.0823 |
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- | No log | 0.3 | 12 | 1.2621 | 0.1016 | 1.2621 | 1.1234 |
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- | No log | 0.35 | 14 | 1.0702 | 0.1944 | 1.0702 | 1.0345 |
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- | No log | 0.4 | 16 | 0.8701 | 0.2027 | 0.8701 | 0.9328 |
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- | No log | 0.45 | 18 | 0.8076 | 0.0 | 0.8076 | 0.8987 |
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- | No log | 0.5 | 20 | 0.7615 | 0.0 | 0.7615 | 0.8726 |
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- | No log | 0.55 | 22 | 0.7492 | 0.0 | 0.7492 | 0.8656 |
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- | No log | 0.6 | 24 | 0.7533 | 0.2476 | 0.7533 | 0.8679 |
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- | No log | 0.65 | 26 | 0.6945 | 0.3006 | 0.6945 | 0.8334 |
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- | No log | 0.7 | 28 | 0.6619 | 0.3238 | 0.6619 | 0.8136 |
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- | No log | 0.75 | 30 | 0.7215 | 0.3169 | 0.7215 | 0.8494 |
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- | No log | 0.8 | 32 | 0.9027 | 0.2562 | 0.9027 | 0.9501 |
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- | No log | 0.85 | 34 | 1.1208 | 0.0264 | 1.1208 | 1.0587 |
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- | No log | 0.9 | 36 | 1.1017 | -0.1391 | 1.1017 | 1.0496 |
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- | No log | 0.95 | 38 | 0.9895 | -0.0970 | 0.9895 | 0.9948 |
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- | No log | 1.0 | 40 | 1.0519 | -0.0066 | 1.0519 | 1.0256 |
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- | No log | 1.05 | 42 | 1.1037 | 0.0076 | 1.1037 | 1.0506 |
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- | No log | 1.1 | 44 | 1.1540 | 0.0838 | 1.1540 | 1.0742 |
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- | No log | 1.15 | 46 | 1.0759 | 0.0095 | 1.0759 | 1.0372 |
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- | No log | 1.2 | 48 | 1.0552 | 0.0741 | 1.0552 | 1.0272 |
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- | No log | 1.25 | 50 | 1.0835 | 0.1463 | 1.0835 | 1.0409 |
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- | No log | 1.3 | 52 | 1.0228 | 0.2227 | 1.0228 | 1.0113 |
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- | No log | 1.35 | 54 | 0.9181 | 0.3287 | 0.9181 | 0.9582 |
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- | No log | 1.4 | 56 | 0.8919 | 0.2923 | 0.8919 | 0.9444 |
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- | No log | 1.45 | 58 | 0.8157 | 0.1539 | 0.8157 | 0.9032 |
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- | No log | 1.5 | 60 | 0.8552 | 0.0944 | 0.8552 | 0.9248 |
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- | No log | 1.55 | 62 | 0.8085 | 0.0393 | 0.8085 | 0.8992 |
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- | No log | 1.6 | 64 | 0.7772 | 0.1459 | 0.7772 | 0.8816 |
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- | No log | 1.65 | 66 | 0.7415 | 0.3384 | 0.7415 | 0.8611 |
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- | No log | 1.7 | 68 | 0.6613 | 0.4606 | 0.6613 | 0.8132 |
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- | No log | 1.75 | 70 | 0.6649 | 0.4476 | 0.6649 | 0.8154 |
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- | No log | 1.8 | 72 | 0.7581 | 0.4648 | 0.7581 | 0.8707 |
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- | No log | 1.85 | 74 | 0.8269 | 0.3473 | 0.8269 | 0.9094 |
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- | No log | 1.9 | 76 | 0.7962 | 0.2116 | 0.7962 | 0.8923 |
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- | No log | 1.95 | 78 | 0.7817 | 0.1699 | 0.7817 | 0.8841 |
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- | No log | 2.0 | 80 | 0.7694 | 0.1268 | 0.7694 | 0.8772 |
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- | No log | 2.05 | 82 | 0.7946 | 0.1373 | 0.7946 | 0.8914 |
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- | No log | 2.1 | 84 | 0.8436 | 0.3194 | 0.8436 | 0.9185 |
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- | No log | 2.15 | 86 | 0.8501 | 0.3194 | 0.8501 | 0.9220 |
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- | No log | 2.2 | 88 | 0.8804 | 0.2643 | 0.8804 | 0.9383 |
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- | No log | 2.25 | 90 | 0.9316 | 0.2029 | 0.9316 | 0.9652 |
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- | No log | 2.3 | 92 | 0.9983 | 0.1682 | 0.9983 | 0.9991 |
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- | No log | 2.35 | 94 | 1.0745 | 0.2910 | 1.0745 | 1.0366 |
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- | No log | 2.4 | 96 | 1.1425 | 0.2730 | 1.1425 | 1.0689 |
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- | No log | 2.45 | 98 | 1.2190 | 0.2840 | 1.2190 | 1.1041 |
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- | No log | 2.5 | 100 | 1.3449 | 0.1916 | 1.3449 | 1.1597 |
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- | No log | 2.55 | 102 | 1.3656 | 0.2215 | 1.3656 | 1.1686 |
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- | No log | 2.6 | 104 | 1.2229 | 0.2987 | 1.2229 | 1.1058 |
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- | No log | 2.65 | 106 | 1.0185 | 0.2389 | 1.0185 | 1.0092 |
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- | No log | 2.7 | 108 | 0.9542 | 0.3019 | 0.9542 | 0.9769 |
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- | No log | 2.75 | 110 | 0.9379 | 0.3538 | 0.9379 | 0.9684 |
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- | No log | 2.8 | 112 | 0.8742 | 0.3409 | 0.8742 | 0.9350 |
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- | No log | 2.85 | 114 | 0.8114 | 0.3846 | 0.8114 | 0.9008 |
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- | No log | 2.9 | 116 | 0.7682 | 0.3746 | 0.7682 | 0.8765 |
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- | No log | 2.95 | 118 | 0.7837 | 0.3425 | 0.7837 | 0.8853 |
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- | No log | 3.0 | 120 | 0.8186 | 0.3433 | 0.8186 | 0.9047 |
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- | No log | 3.05 | 122 | 0.9245 | 0.3217 | 0.9245 | 0.9615 |
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- | No log | 3.1 | 124 | 0.9815 | 0.3727 | 0.9815 | 0.9907 |
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- | No log | 3.15 | 126 | 1.0473 | 0.3662 | 1.0473 | 1.0234 |
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- | No log | 3.2 | 128 | 1.0844 | 0.3608 | 1.0844 | 1.0413 |
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- | No log | 3.25 | 130 | 1.1404 | 0.3505 | 1.1404 | 1.0679 |
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- | No log | 3.3 | 132 | 1.1143 | 0.3203 | 1.1143 | 1.0556 |
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- | No log | 3.35 | 134 | 0.9726 | 0.2892 | 0.9726 | 0.9862 |
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- | No log | 3.4 | 136 | 0.8632 | 0.2227 | 0.8632 | 0.9291 |
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- | No log | 3.45 | 138 | 0.8596 | 0.2171 | 0.8596 | 0.9272 |
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- | No log | 3.5 | 140 | 0.9318 | 0.2892 | 0.9318 | 0.9653 |
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- | No log | 3.55 | 142 | 1.0148 | 0.2872 | 1.0148 | 1.0074 |
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- | No log | 3.6 | 144 | 1.0959 | 0.3555 | 1.0959 | 1.0469 |
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- | No log | 3.65 | 146 | 1.0236 | 0.2568 | 1.0236 | 1.0117 |
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- | No log | 3.7 | 148 | 0.9054 | 0.2836 | 0.9054 | 0.9515 |
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- | No log | 3.75 | 150 | 0.8654 | 0.2866 | 0.8654 | 0.9303 |
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- | No log | 3.8 | 152 | 0.8568 | 0.2899 | 0.8568 | 0.9257 |
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- | No log | 3.85 | 154 | 0.8733 | 0.3433 | 0.8733 | 0.9345 |
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- | No log | 3.9 | 156 | 0.9238 | 0.3137 | 0.9238 | 0.9611 |
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- | No log | 3.95 | 158 | 0.9777 | 0.3538 | 0.9777 | 0.9888 |
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- | No log | 4.0 | 160 | 0.8803 | 0.4032 | 0.8803 | 0.9383 |
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- | No log | 4.05 | 162 | 0.7471 | 0.3913 | 0.7471 | 0.8644 |
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- | No log | 4.1 | 164 | 0.7130 | 0.2871 | 0.7130 | 0.8444 |
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- | No log | 4.15 | 166 | 0.7913 | 0.2883 | 0.7913 | 0.8895 |
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- | No log | 4.2 | 168 | 0.8273 | 0.2589 | 0.8273 | 0.9095 |
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- | No log | 4.25 | 170 | 0.8799 | 0.2387 | 0.8799 | 0.9380 |
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- | No log | 4.3 | 172 | 1.0586 | 0.2707 | 1.0586 | 1.0289 |
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- | No log | 4.35 | 174 | 1.3079 | 0.2156 | 1.3078 | 1.1436 |
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- | No log | 4.4 | 176 | 1.3141 | 0.2008 | 1.3141 | 1.1463 |
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- | No log | 4.45 | 178 | 1.1349 | 0.2392 | 1.1349 | 1.0653 |
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- | No log | 4.5 | 180 | 1.0644 | 0.3161 | 1.0644 | 1.0317 |
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- | No log | 4.55 | 182 | 0.9420 | 0.3559 | 0.9420 | 0.9706 |
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- | No log | 4.6 | 184 | 0.8876 | 0.3618 | 0.8876 | 0.9421 |
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- | No log | 4.65 | 186 | 0.8079 | 0.3195 | 0.8079 | 0.8988 |
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- | No log | 4.7 | 188 | 0.7908 | 0.3195 | 0.7908 | 0.8893 |
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- | No log | 4.75 | 190 | 0.8670 | 0.4032 | 0.8670 | 0.9311 |
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- | No log | 4.8 | 192 | 1.1604 | 0.3412 | 1.1604 | 1.0772 |
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- | No log | 4.85 | 194 | 1.3661 | 0.3510 | 1.3661 | 1.1688 |
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- | No log | 4.9 | 196 | 1.3620 | 0.3509 | 1.3620 | 1.1670 |
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- | No log | 4.95 | 198 | 1.0754 | 0.3003 | 1.0754 | 1.0370 |
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- | No log | 5.0 | 200 | 0.8743 | 0.3645 | 0.8743 | 0.9350 |
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- | No log | 5.05 | 202 | 0.8825 | 0.3159 | 0.8825 | 0.9394 |
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- | No log | 5.1 | 204 | 1.0261 | 0.3849 | 1.0261 | 1.0130 |
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- | No log | 5.15 | 206 | 1.0794 | 0.4116 | 1.0794 | 1.0389 |
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- | No log | 5.2 | 208 | 0.9734 | 0.3849 | 0.9734 | 0.9866 |
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- | No log | 5.25 | 210 | 0.8809 | 0.4332 | 0.8809 | 0.9386 |
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- | No log | 5.3 | 212 | 0.7995 | 0.3543 | 0.7995 | 0.8941 |
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- | No log | 5.35 | 214 | 0.7300 | 0.3824 | 0.7300 | 0.8544 |
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- | No log | 5.4 | 216 | 0.6713 | 0.2839 | 0.6713 | 0.8193 |
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- | No log | 5.45 | 218 | 0.6708 | 0.3500 | 0.6708 | 0.8190 |
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- | No log | 5.5 | 220 | 0.7279 | 0.3645 | 0.7279 | 0.8532 |
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- | No log | 5.55 | 222 | 0.7737 | 0.3847 | 0.7737 | 0.8796 |
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- | No log | 5.6 | 224 | 0.8127 | 0.3892 | 0.8127 | 0.9015 |
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- | No log | 5.65 | 226 | 0.9289 | 0.3597 | 0.9289 | 0.9638 |
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- | No log | 5.7 | 228 | 1.0246 | 0.3503 | 1.0246 | 1.0122 |
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- | No log | 5.75 | 230 | 1.0520 | 0.3503 | 1.0520 | 1.0257 |
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- | No log | 5.8 | 232 | 1.0846 | 0.3455 | 1.0846 | 1.0414 |
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- | No log | 5.85 | 234 | 1.0424 | 0.3154 | 1.0424 | 1.0210 |
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- | No log | 5.9 | 236 | 0.9727 | 0.3052 | 0.9727 | 0.9863 |
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- | No log | 5.95 | 238 | 1.0000 | 0.3697 | 1.0000 | 1.0000 |
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- | No log | 6.0 | 240 | 1.0950 | 0.3358 | 1.0950 | 1.0464 |
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- | No log | 6.05 | 242 | 1.0870 | 0.3129 | 1.0870 | 1.0426 |
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- | No log | 6.1 | 244 | 0.9516 | 0.3650 | 0.9516 | 0.9755 |
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- | No log | 6.15 | 246 | 0.8101 | 0.2692 | 0.8101 | 0.9001 |
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- | No log | 6.2 | 248 | 0.7525 | 0.3494 | 0.7525 | 0.8675 |
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- | No log | 6.25 | 250 | 0.7399 | 0.2819 | 0.7399 | 0.8602 |
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- | No log | 6.3 | 252 | 0.7912 | 0.3475 | 0.7912 | 0.8895 |
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- | No log | 6.35 | 254 | 0.9267 | 0.3613 | 0.9267 | 0.9627 |
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- | No log | 6.4 | 256 | 0.9245 | 0.3613 | 0.9245 | 0.9615 |
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- | No log | 6.45 | 258 | 0.7983 | 0.3499 | 0.7983 | 0.8935 |
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- | No log | 6.5 | 260 | 0.7217 | 0.4020 | 0.7217 | 0.8495 |
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- | No log | 6.55 | 262 | 0.7027 | 0.4020 | 0.7027 | 0.8383 |
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- | No log | 6.6 | 264 | 0.7420 | 0.3384 | 0.7420 | 0.8614 |
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- | No log | 6.65 | 266 | 0.8657 | 0.3657 | 0.8657 | 0.9304 |
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- | No log | 6.7 | 268 | 1.0013 | 0.3317 | 1.0013 | 1.0006 |
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- | No log | 6.75 | 270 | 1.0088 | 0.3662 | 1.0088 | 1.0044 |
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- | No log | 6.8 | 272 | 0.8769 | 0.3618 | 0.8769 | 0.9364 |
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- | No log | 6.85 | 274 | 0.7035 | 0.4251 | 0.7035 | 0.8388 |
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- | No log | 6.9 | 276 | 0.6359 | 0.3341 | 0.6359 | 0.7974 |
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- | No log | 6.95 | 278 | 0.6218 | 0.3893 | 0.6218 | 0.7885 |
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- | No log | 7.0 | 280 | 0.6421 | 0.3267 | 0.6421 | 0.8013 |
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- | No log | 7.05 | 282 | 0.7697 | 0.4123 | 0.7697 | 0.8773 |
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- | No log | 7.1 | 284 | 0.9153 | 0.3466 | 0.9153 | 0.9567 |
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- | No log | 7.15 | 286 | 0.9488 | 0.3669 | 0.9488 | 0.9740 |
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- | No log | 7.2 | 288 | 0.8454 | 0.3913 | 0.8454 | 0.9194 |
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- | No log | 7.25 | 290 | 0.7418 | 0.3662 | 0.7418 | 0.8613 |
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- | No log | 7.3 | 292 | 0.6934 | 0.3518 | 0.6934 | 0.8327 |
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- | No log | 7.35 | 294 | 0.6690 | 0.3099 | 0.6690 | 0.8179 |
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- | No log | 7.4 | 296 | 0.6682 | 0.4329 | 0.6682 | 0.8175 |
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- | No log | 7.45 | 298 | 0.7267 | 0.4404 | 0.7267 | 0.8524 |
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- | No log | 7.5 | 300 | 0.7144 | 0.4018 | 0.7144 | 0.8452 |
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- | No log | 7.55 | 302 | 0.6181 | 0.4808 | 0.6181 | 0.7862 |
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- | No log | 7.6 | 304 | 0.6078 | 0.4582 | 0.6078 | 0.7796 |
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- | No log | 7.65 | 306 | 0.6819 | 0.3963 | 0.6819 | 0.8258 |
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- | No log | 7.7 | 308 | 0.6959 | 0.3329 | 0.6959 | 0.8342 |
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- | No log | 7.75 | 310 | 0.7204 | 0.3737 | 0.7204 | 0.8487 |
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- | No log | 7.8 | 312 | 0.7510 | 0.3196 | 0.7510 | 0.8666 |
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- | No log | 7.85 | 314 | 0.7986 | 0.3060 | 0.7986 | 0.8937 |
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- | No log | 7.9 | 316 | 0.8935 | 0.2492 | 0.8935 | 0.9452 |
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- | No log | 7.95 | 318 | 1.0482 | 0.2659 | 1.0482 | 1.0238 |
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- | No log | 8.0 | 320 | 1.1497 | 0.2398 | 1.1497 | 1.0722 |
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- | No log | 8.05 | 322 | 1.0853 | 0.2461 | 1.0853 | 1.0418 |
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- | No log | 8.1 | 324 | 0.8982 | 0.2812 | 0.8982 | 0.9477 |
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- | No log | 8.15 | 326 | 0.7810 | 0.2883 | 0.7810 | 0.8837 |
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- | No log | 8.2 | 328 | 0.7452 | 0.2718 | 0.7452 | 0.8633 |
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- | No log | 8.25 | 330 | 0.7539 | 0.2883 | 0.7539 | 0.8683 |
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- | No log | 8.3 | 332 | 0.8486 | 0.3008 | 0.8486 | 0.9212 |
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- | No log | 8.35 | 334 | 0.9382 | 0.3076 | 0.9382 | 0.9686 |
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- | No log | 8.4 | 336 | 0.8991 | 0.3799 | 0.8991 | 0.9482 |
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- | No log | 8.45 | 338 | 0.8649 | 0.3799 | 0.8649 | 0.9300 |
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- | No log | 8.5 | 340 | 0.7619 | 0.3843 | 0.7619 | 0.8729 |
222
- | No log | 8.55 | 342 | 0.6785 | 0.3763 | 0.6785 | 0.8237 |
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- | No log | 8.6 | 344 | 0.6574 | 0.3763 | 0.6574 | 0.8108 |
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- | No log | 8.65 | 346 | 0.6757 | 0.3737 | 0.6757 | 0.8220 |
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- | No log | 8.7 | 348 | 0.7747 | 0.4102 | 0.7747 | 0.8802 |
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- | No log | 8.75 | 350 | 0.8890 | 0.4348 | 0.8890 | 0.9429 |
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- | No log | 8.8 | 352 | 0.9016 | 0.4270 | 0.9016 | 0.9495 |
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- | No log | 8.85 | 354 | 0.7952 | 0.4142 | 0.7952 | 0.8917 |
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- | No log | 8.9 | 356 | 0.6618 | 0.3794 | 0.6618 | 0.8135 |
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- | No log | 8.95 | 358 | 0.6246 | 0.3594 | 0.6246 | 0.7903 |
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- | No log | 9.0 | 360 | 0.6402 | 0.3794 | 0.6402 | 0.8001 |
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- | No log | 9.05 | 362 | 0.7336 | 0.4721 | 0.7336 | 0.8565 |
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- | No log | 9.1 | 364 | 0.8488 | 0.4142 | 0.8488 | 0.9213 |
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- | No log | 9.15 | 366 | 0.9212 | 0.4246 | 0.9212 | 0.9598 |
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- | No log | 9.2 | 368 | 0.9234 | 0.4108 | 0.9234 | 0.9609 |
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- | No log | 9.25 | 370 | 0.8164 | 0.4142 | 0.8164 | 0.9035 |
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- | No log | 9.3 | 372 | 0.6873 | 0.3918 | 0.6873 | 0.8290 |
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- | No log | 9.35 | 374 | 0.6386 | 0.3312 | 0.6386 | 0.7991 |
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- | No log | 9.4 | 376 | 0.6244 | 0.3312 | 0.6244 | 0.7902 |
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- | No log | 9.45 | 378 | 0.6249 | 0.3312 | 0.6249 | 0.7905 |
241
- | No log | 9.5 | 380 | 0.6853 | 0.4089 | 0.6853 | 0.8278 |
242
- | No log | 9.55 | 382 | 0.8300 | 0.4030 | 0.8300 | 0.9111 |
243
- | No log | 9.6 | 384 | 0.9393 | 0.4315 | 0.9393 | 0.9692 |
244
- | No log | 9.65 | 386 | 0.9600 | 0.4149 | 0.9600 | 0.9798 |
245
- | No log | 9.7 | 388 | 0.8846 | 0.3601 | 0.8846 | 0.9405 |
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- | No log | 9.75 | 390 | 0.7857 | 0.4404 | 0.7857 | 0.8864 |
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- | No log | 9.8 | 392 | 0.7322 | 0.4251 | 0.7322 | 0.8557 |
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- | No log | 9.85 | 394 | 0.6941 | 0.3261 | 0.6941 | 0.8331 |
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- | No log | 9.9 | 396 | 0.6943 | 0.3261 | 0.6943 | 0.8332 |
250
- | No log | 9.95 | 398 | 0.7025 | 0.4014 | 0.7025 | 0.8382 |
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- | No log | 10.0 | 400 | 0.7361 | 0.4251 | 0.7361 | 0.8580 |
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- | No log | 10.05 | 402 | 0.8080 | 0.4030 | 0.8080 | 0.8989 |
253
- | No log | 10.1 | 404 | 0.8777 | 0.3827 | 0.8777 | 0.9368 |
254
- | No log | 10.15 | 406 | 0.8670 | 0.3310 | 0.8670 | 0.9311 |
255
- | No log | 10.2 | 408 | 0.8058 | 0.3008 | 0.8058 | 0.8977 |
256
- | No log | 10.25 | 410 | 0.7995 | 0.3008 | 0.7995 | 0.8941 |
257
- | No log | 10.3 | 412 | 0.7901 | 0.3008 | 0.7901 | 0.8889 |
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- | No log | 10.35 | 414 | 0.8015 | 0.2643 | 0.8015 | 0.8953 |
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- | No log | 10.4 | 416 | 0.8377 | 0.2892 | 0.8377 | 0.9153 |
260
- | No log | 10.45 | 418 | 0.8139 | 0.2697 | 0.8139 | 0.9021 |
261
- | No log | 10.5 | 420 | 0.7883 | 0.1946 | 0.7883 | 0.8879 |
262
- | No log | 10.55 | 422 | 0.8055 | 0.1946 | 0.8055 | 0.8975 |
263
- | No log | 10.6 | 424 | 0.8577 | 0.3319 | 0.8577 | 0.9261 |
264
- | No log | 10.65 | 426 | 0.8514 | 0.3731 | 0.8514 | 0.9227 |
265
- | No log | 10.7 | 428 | 0.8420 | 0.4102 | 0.8420 | 0.9176 |
266
- | No log | 10.75 | 430 | 0.7844 | 0.4175 | 0.7844 | 0.8857 |
267
- | No log | 10.8 | 432 | 0.7945 | 0.4175 | 0.7945 | 0.8914 |
268
- | No log | 10.85 | 434 | 0.7965 | 0.4275 | 0.7965 | 0.8925 |
269
- | No log | 10.9 | 436 | 0.7741 | 0.3008 | 0.7741 | 0.8798 |
270
- | No log | 10.95 | 438 | 0.7716 | 0.3450 | 0.7716 | 0.8784 |
271
- | No log | 11.0 | 440 | 0.7532 | 0.3590 | 0.7532 | 0.8679 |
272
- | No log | 11.05 | 442 | 0.7613 | 0.3450 | 0.7613 | 0.8725 |
273
- | No log | 11.1 | 444 | 0.7814 | 0.3562 | 0.7814 | 0.8840 |
274
- | No log | 11.15 | 446 | 0.8252 | 0.3076 | 0.8252 | 0.9084 |
275
- | No log | 11.2 | 448 | 0.7928 | 0.3433 | 0.7928 | 0.8904 |
276
- | No log | 11.25 | 450 | 0.7632 | 0.4562 | 0.7632 | 0.8736 |
277
- | No log | 11.3 | 452 | 0.7467 | 0.4562 | 0.7467 | 0.8641 |
278
- | No log | 11.35 | 454 | 0.7273 | 0.4562 | 0.7273 | 0.8528 |
279
- | No log | 11.4 | 456 | 0.7359 | 0.4175 | 0.7359 | 0.8579 |
280
- | No log | 11.45 | 458 | 0.7671 | 0.4030 | 0.7671 | 0.8759 |
281
- | No log | 11.5 | 460 | 0.7560 | 0.4030 | 0.7560 | 0.8695 |
282
- | No log | 11.55 | 462 | 0.7125 | 0.3799 | 0.7125 | 0.8441 |
283
- | No log | 11.6 | 464 | 0.7272 | 0.3799 | 0.7272 | 0.8527 |
284
- | No log | 11.65 | 466 | 0.7677 | 0.4030 | 0.7677 | 0.8762 |
285
- | No log | 11.7 | 468 | 0.7934 | 0.3665 | 0.7934 | 0.8908 |
286
- | No log | 11.75 | 470 | 0.7636 | 0.3497 | 0.7636 | 0.8738 |
287
- | No log | 11.8 | 472 | 0.7188 | 0.3261 | 0.7188 | 0.8478 |
288
- | No log | 11.85 | 474 | 0.6902 | 0.3737 | 0.6902 | 0.8308 |
289
- | No log | 11.9 | 476 | 0.7141 | 0.3261 | 0.7141 | 0.8450 |
290
- | No log | 11.95 | 478 | 0.8117 | 0.3719 | 0.8117 | 0.9010 |
291
- | No log | 12.0 | 480 | 0.8741 | 0.3559 | 0.8741 | 0.9349 |
292
- | No log | 12.05 | 482 | 0.8300 | 0.3346 | 0.8300 | 0.9110 |
293
- | No log | 12.1 | 484 | 0.7262 | 0.3450 | 0.7262 | 0.8522 |
294
- | No log | 12.15 | 486 | 0.6782 | 0.3737 | 0.6782 | 0.8235 |
295
- | No log | 12.2 | 488 | 0.6643 | 0.4489 | 0.6643 | 0.8151 |
296
- | No log | 12.25 | 490 | 0.6844 | 0.3167 | 0.6844 | 0.8273 |
297
- | No log | 12.3 | 492 | 0.7589 | 0.3630 | 0.7589 | 0.8711 |
298
- | No log | 12.35 | 494 | 0.8125 | 0.3601 | 0.8125 | 0.9014 |
299
- | No log | 12.4 | 496 | 0.8106 | 0.3665 | 0.8106 | 0.9003 |
300
- | No log | 12.45 | 498 | 0.8167 | 0.3782 | 0.8167 | 0.9037 |
301
- | 0.3588 | 12.5 | 500 | 0.8744 | 0.3827 | 0.8744 | 0.9351 |
302
- | 0.3588 | 12.55 | 502 | 0.8466 | 0.3988 | 0.8466 | 0.9201 |
303
- | 0.3588 | 12.6 | 504 | 0.7667 | 0.3333 | 0.7667 | 0.8756 |
304
- | 0.3588 | 12.65 | 506 | 0.7560 | 0.3280 | 0.7560 | 0.8695 |
305
- | 0.3588 | 12.7 | 508 | 0.7462 | 0.3280 | 0.7462 | 0.8639 |
306
- | 0.3588 | 12.75 | 510 | 0.7453 | 0.3699 | 0.7453 | 0.8633 |
307
- | 0.3588 | 12.8 | 512 | 0.7562 | 0.3699 | 0.7562 | 0.8696 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5794
19
+ - Qwk: 0.4618
20
+ - Mse: 0.5794
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+ - Rmse: 0.7612
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0444 | 2 | 2.6040 | 0.0070 | 2.6040 | 1.6137 |
53
+ | No log | 0.0889 | 4 | 1.4040 | 0.1468 | 1.4040 | 1.1849 |
54
+ | No log | 0.1333 | 6 | 0.7268 | 0.1372 | 0.7268 | 0.8525 |
55
+ | No log | 0.1778 | 8 | 0.9369 | -0.0970 | 0.9369 | 0.9679 |
56
+ | No log | 0.2222 | 10 | 1.0302 | 0.1734 | 1.0302 | 1.0150 |
57
+ | No log | 0.2667 | 12 | 1.0489 | 0.1981 | 1.0489 | 1.0242 |
58
+ | No log | 0.3111 | 14 | 0.8684 | 0.3516 | 0.8684 | 0.9319 |
59
+ | No log | 0.3556 | 16 | 0.6917 | 0.3894 | 0.6917 | 0.8317 |
60
+ | No log | 0.4 | 18 | 0.6258 | 0.2206 | 0.6258 | 0.7911 |
61
+ | No log | 0.4444 | 20 | 0.6440 | 0.2407 | 0.6440 | 0.8025 |
62
+ | No log | 0.4889 | 22 | 0.7649 | 0.1183 | 0.7649 | 0.8746 |
63
+ | No log | 0.5333 | 24 | 0.8349 | 0.0608 | 0.8349 | 0.9137 |
64
+ | No log | 0.5778 | 26 | 0.8036 | 0.1139 | 0.8036 | 0.8964 |
65
+ | No log | 0.6222 | 28 | 0.7185 | 0.1094 | 0.7185 | 0.8476 |
66
+ | No log | 0.6667 | 30 | 0.6712 | 0.1407 | 0.6712 | 0.8193 |
67
+ | No log | 0.7111 | 32 | 0.6065 | 0.2572 | 0.6065 | 0.7788 |
68
+ | No log | 0.7556 | 34 | 0.5815 | 0.3289 | 0.5815 | 0.7626 |
69
+ | No log | 0.8 | 36 | 0.5704 | 0.3366 | 0.5704 | 0.7553 |
70
+ | No log | 0.8444 | 38 | 0.5554 | 0.4339 | 0.5554 | 0.7452 |
71
+ | No log | 0.8889 | 40 | 0.5455 | 0.4229 | 0.5455 | 0.7386 |
72
+ | No log | 0.9333 | 42 | 0.6269 | 0.3372 | 0.6269 | 0.7918 |
73
+ | No log | 0.9778 | 44 | 0.6650 | 0.3092 | 0.6650 | 0.8154 |
74
+ | No log | 1.0222 | 46 | 0.7479 | 0.1752 | 0.7479 | 0.8648 |
75
+ | No log | 1.0667 | 48 | 0.7462 | 0.2206 | 0.7462 | 0.8638 |
76
+ | No log | 1.1111 | 50 | 0.7233 | 0.2270 | 0.7233 | 0.8505 |
77
+ | No log | 1.1556 | 52 | 0.6938 | 0.1863 | 0.6938 | 0.8330 |
78
+ | No log | 1.2 | 54 | 0.7115 | 0.3092 | 0.7115 | 0.8435 |
79
+ | No log | 1.2444 | 56 | 0.7363 | 0.3819 | 0.7363 | 0.8581 |
80
+ | No log | 1.2889 | 58 | 0.8760 | 0.3933 | 0.8760 | 0.9359 |
81
+ | No log | 1.3333 | 60 | 0.8202 | 0.4228 | 0.8202 | 0.9057 |
82
+ | No log | 1.3778 | 62 | 0.5930 | 0.4227 | 0.5930 | 0.7700 |
83
+ | No log | 1.4222 | 64 | 0.5316 | 0.4973 | 0.5316 | 0.7291 |
84
+ | No log | 1.4667 | 66 | 0.5035 | 0.4776 | 0.5035 | 0.7096 |
85
+ | No log | 1.5111 | 68 | 0.4896 | 0.6198 | 0.4896 | 0.6997 |
86
+ | No log | 1.5556 | 70 | 0.5583 | 0.5152 | 0.5583 | 0.7472 |
87
+ | No log | 1.6 | 72 | 0.5825 | 0.4834 | 0.5825 | 0.7632 |
88
+ | No log | 1.6444 | 74 | 0.5107 | 0.6542 | 0.5107 | 0.7146 |
89
+ | No log | 1.6889 | 76 | 0.5425 | 0.5719 | 0.5425 | 0.7366 |
90
+ | No log | 1.7333 | 78 | 0.5556 | 0.5652 | 0.5556 | 0.7454 |
91
+ | No log | 1.7778 | 80 | 0.5376 | 0.5701 | 0.5376 | 0.7332 |
92
+ | No log | 1.8222 | 82 | 0.5397 | 0.5742 | 0.5397 | 0.7347 |
93
+ | No log | 1.8667 | 84 | 0.5419 | 0.5742 | 0.5419 | 0.7361 |
94
+ | No log | 1.9111 | 86 | 0.5463 | 0.5933 | 0.5463 | 0.7391 |
95
+ | No log | 1.9556 | 88 | 0.5551 | 0.6092 | 0.5551 | 0.7451 |
96
+ | No log | 2.0 | 90 | 0.6756 | 0.5098 | 0.6756 | 0.8219 |
97
+ | No log | 2.0444 | 92 | 0.7399 | 0.4965 | 0.7399 | 0.8602 |
98
+ | No log | 2.0889 | 94 | 0.5669 | 0.5470 | 0.5669 | 0.7529 |
99
+ | No log | 2.1333 | 96 | 0.5282 | 0.5753 | 0.5282 | 0.7268 |
100
+ | No log | 2.1778 | 98 | 0.5201 | 0.5485 | 0.5201 | 0.7212 |
101
+ | No log | 2.2222 | 100 | 0.5708 | 0.4738 | 0.5708 | 0.7555 |
102
+ | No log | 2.2667 | 102 | 0.7114 | 0.4580 | 0.7114 | 0.8434 |
103
+ | No log | 2.3111 | 104 | 0.7099 | 0.4650 | 0.7099 | 0.8425 |
104
+ | No log | 2.3556 | 106 | 0.6282 | 0.4521 | 0.6282 | 0.7926 |
105
+ | No log | 2.4 | 108 | 0.5368 | 0.5674 | 0.5368 | 0.7326 |
106
+ | No log | 2.4444 | 110 | 0.6236 | 0.4909 | 0.6236 | 0.7897 |
107
+ | No log | 2.4889 | 112 | 0.6587 | 0.4868 | 0.6587 | 0.8116 |
108
+ | No log | 2.5333 | 114 | 0.6009 | 0.4071 | 0.6009 | 0.7752 |
109
+ | No log | 2.5778 | 116 | 0.6016 | 0.5827 | 0.6016 | 0.7756 |
110
+ | No log | 2.6222 | 118 | 0.6844 | 0.5140 | 0.6844 | 0.8273 |
111
+ | No log | 2.6667 | 120 | 0.6222 | 0.5201 | 0.6222 | 0.7888 |
112
+ | No log | 2.7111 | 122 | 0.6109 | 0.4719 | 0.6109 | 0.7816 |
113
+ | No log | 2.7556 | 124 | 0.6180 | 0.3779 | 0.6180 | 0.7861 |
114
+ | No log | 2.8 | 126 | 0.6065 | 0.5032 | 0.6065 | 0.7788 |
115
+ | No log | 2.8444 | 128 | 0.7508 | 0.5364 | 0.7508 | 0.8665 |
116
+ | No log | 2.8889 | 130 | 0.7506 | 0.5226 | 0.7506 | 0.8664 |
117
+ | No log | 2.9333 | 132 | 0.6357 | 0.6067 | 0.6357 | 0.7973 |
118
+ | No log | 2.9778 | 134 | 0.5553 | 0.5529 | 0.5553 | 0.7452 |
119
+ | No log | 3.0222 | 136 | 0.5276 | 0.6173 | 0.5276 | 0.7264 |
120
+ | No log | 3.0667 | 138 | 0.5377 | 0.5831 | 0.5377 | 0.7333 |
121
+ | No log | 3.1111 | 140 | 0.5593 | 0.5184 | 0.5593 | 0.7478 |
122
+ | No log | 3.1556 | 142 | 0.5605 | 0.4722 | 0.5605 | 0.7487 |
123
+ | No log | 3.2 | 144 | 0.5576 | 0.4526 | 0.5576 | 0.7467 |
124
+ | No log | 3.2444 | 146 | 0.5636 | 0.4562 | 0.5636 | 0.7507 |
125
+ | No log | 3.2889 | 148 | 0.6094 | 0.5101 | 0.6094 | 0.7806 |
126
+ | No log | 3.3333 | 150 | 0.7958 | 0.4604 | 0.7958 | 0.8921 |
127
+ | No log | 3.3778 | 152 | 0.7172 | 0.5237 | 0.7172 | 0.8469 |
128
+ | No log | 3.4222 | 154 | 0.5643 | 0.5290 | 0.5643 | 0.7512 |
129
+ | No log | 3.4667 | 156 | 0.5779 | 0.4873 | 0.5779 | 0.7602 |
130
+ | No log | 3.5111 | 158 | 0.5839 | 0.5156 | 0.5839 | 0.7641 |
131
+ | No log | 3.5556 | 160 | 0.6588 | 0.5416 | 0.6588 | 0.8116 |
132
+ | No log | 3.6 | 162 | 0.7096 | 0.5219 | 0.7096 | 0.8424 |
133
+ | No log | 3.6444 | 164 | 0.6359 | 0.5620 | 0.6359 | 0.7974 |
134
+ | No log | 3.6889 | 166 | 0.5747 | 0.5886 | 0.5747 | 0.7581 |
135
+ | No log | 3.7333 | 168 | 0.5746 | 0.5910 | 0.5746 | 0.7580 |
136
+ | No log | 3.7778 | 170 | 0.5768 | 0.5082 | 0.5768 | 0.7595 |
137
+ | No log | 3.8222 | 172 | 0.6326 | 0.4997 | 0.6326 | 0.7953 |
138
+ | No log | 3.8667 | 174 | 0.6382 | 0.4939 | 0.6382 | 0.7989 |
139
+ | No log | 3.9111 | 176 | 0.6131 | 0.4280 | 0.6131 | 0.7830 |
140
+ | No log | 3.9556 | 178 | 0.7588 | 0.4592 | 0.7588 | 0.8711 |
141
+ | No log | 4.0 | 180 | 0.8926 | 0.3923 | 0.8926 | 0.9448 |
142
+ | No log | 4.0444 | 182 | 0.7494 | 0.4400 | 0.7494 | 0.8657 |
143
+ | No log | 4.0889 | 184 | 0.6177 | 0.5109 | 0.6177 | 0.7859 |
144
+ | No log | 4.1333 | 186 | 0.6051 | 0.5383 | 0.6051 | 0.7779 |
145
+ | No log | 4.1778 | 188 | 0.6003 | 0.5373 | 0.6003 | 0.7748 |
146
+ | No log | 4.2222 | 190 | 0.5841 | 0.5084 | 0.5841 | 0.7643 |
147
+ | No log | 4.2667 | 192 | 0.5765 | 0.4985 | 0.5765 | 0.7593 |
148
+ | No log | 4.3111 | 194 | 0.6042 | 0.4522 | 0.6042 | 0.7773 |
149
+ | No log | 4.3556 | 196 | 0.6744 | 0.4502 | 0.6744 | 0.8212 |
150
+ | No log | 4.4 | 198 | 0.6038 | 0.4167 | 0.6038 | 0.7770 |
151
+ | No log | 4.4444 | 200 | 0.5562 | 0.4101 | 0.5562 | 0.7458 |
152
+ | No log | 4.4889 | 202 | 0.5685 | 0.3779 | 0.5685 | 0.7540 |
153
+ | No log | 4.5333 | 204 | 0.5408 | 0.3754 | 0.5408 | 0.7354 |
154
+ | No log | 4.5778 | 206 | 0.5303 | 0.5665 | 0.5303 | 0.7282 |
155
+ | No log | 4.6222 | 208 | 0.5624 | 0.5619 | 0.5624 | 0.7499 |
156
+ | No log | 4.6667 | 210 | 0.5918 | 0.5185 | 0.5918 | 0.7693 |
157
+ | No log | 4.7111 | 212 | 0.6296 | 0.5264 | 0.6296 | 0.7935 |
158
+ | No log | 4.7556 | 214 | 0.5619 | 0.5195 | 0.5619 | 0.7496 |
159
+ | No log | 4.8 | 216 | 0.5204 | 0.4914 | 0.5204 | 0.7214 |
160
+ | No log | 4.8444 | 218 | 0.5238 | 0.5324 | 0.5238 | 0.7237 |
161
+ | No log | 4.8889 | 220 | 0.5623 | 0.5510 | 0.5623 | 0.7498 |
162
+ | No log | 4.9333 | 222 | 0.5392 | 0.5223 | 0.5392 | 0.7343 |
163
+ | No log | 4.9778 | 224 | 0.5311 | 0.5254 | 0.5311 | 0.7288 |
164
+ | No log | 5.0222 | 226 | 0.5136 | 0.5883 | 0.5136 | 0.7166 |
165
+ | No log | 5.0667 | 228 | 0.5168 | 0.5868 | 0.5168 | 0.7189 |
166
+ | No log | 5.1111 | 230 | 0.5181 | 0.5868 | 0.5181 | 0.7198 |
167
+ | No log | 5.1556 | 232 | 0.5435 | 0.5484 | 0.5435 | 0.7372 |
168
+ | No log | 5.2 | 234 | 0.5380 | 0.5305 | 0.5380 | 0.7335 |
169
+ | No log | 5.2444 | 236 | 0.5243 | 0.5320 | 0.5243 | 0.7241 |
170
+ | No log | 5.2889 | 238 | 0.5350 | 0.5244 | 0.5350 | 0.7315 |
171
+ | No log | 5.3333 | 240 | 0.5744 | 0.5053 | 0.5744 | 0.7579 |
172
+ | No log | 5.3778 | 242 | 0.6233 | 0.4369 | 0.6233 | 0.7895 |
173
+ | No log | 5.4222 | 244 | 0.5725 | 0.4625 | 0.5725 | 0.7566 |
174
+ | No log | 5.4667 | 246 | 0.5810 | 0.4389 | 0.5810 | 0.7622 |
175
+ | No log | 5.5111 | 248 | 0.5762 | 0.4294 | 0.5762 | 0.7591 |
176
+ | No log | 5.5556 | 250 | 0.5811 | 0.3914 | 0.5811 | 0.7623 |
177
+ | No log | 5.6 | 252 | 0.5514 | 0.4270 | 0.5514 | 0.7426 |
178
+ | No log | 5.6444 | 254 | 0.5490 | 0.4371 | 0.5490 | 0.7410 |
179
+ | No log | 5.6889 | 256 | 0.5948 | 0.4404 | 0.5948 | 0.7712 |
180
+ | No log | 5.7333 | 258 | 0.6591 | 0.4684 | 0.6591 | 0.8118 |
181
+ | No log | 5.7778 | 260 | 0.6926 | 0.4496 | 0.6926 | 0.8322 |
182
+ | No log | 5.8222 | 262 | 0.6250 | 0.4334 | 0.6250 | 0.7906 |
183
+ | No log | 5.8667 | 264 | 0.5191 | 0.5668 | 0.5191 | 0.7205 |
184
+ | No log | 5.9111 | 266 | 0.5106 | 0.6395 | 0.5106 | 0.7146 |
185
+ | No log | 5.9556 | 268 | 0.5132 | 0.5923 | 0.5132 | 0.7164 |
186
+ | No log | 6.0 | 270 | 0.5341 | 0.4795 | 0.5341 | 0.7308 |
187
+ | No log | 6.0444 | 272 | 0.5813 | 0.4315 | 0.5813 | 0.7625 |
188
+ | No log | 6.0889 | 274 | 0.5680 | 0.4444 | 0.5680 | 0.7536 |
189
+ | No log | 6.1333 | 276 | 0.5408 | 0.5189 | 0.5408 | 0.7354 |
190
+ | No log | 6.1778 | 278 | 0.5441 | 0.5448 | 0.5441 | 0.7377 |
191
+ | No log | 6.2222 | 280 | 0.5537 | 0.4721 | 0.5537 | 0.7441 |
192
+ | No log | 6.2667 | 282 | 0.6079 | 0.4684 | 0.6079 | 0.7797 |
193
+ | No log | 6.3111 | 284 | 0.7234 | 0.4784 | 0.7234 | 0.8505 |
194
+ | No log | 6.3556 | 286 | 0.7323 | 0.4784 | 0.7323 | 0.8557 |
195
+ | No log | 6.4 | 288 | 0.6193 | 0.4812 | 0.6193 | 0.7870 |
196
+ | No log | 6.4444 | 290 | 0.5113 | 0.5304 | 0.5113 | 0.7150 |
197
+ | No log | 6.4889 | 292 | 0.5410 | 0.5352 | 0.5410 | 0.7355 |
198
+ | No log | 6.5333 | 294 | 0.5396 | 0.5498 | 0.5396 | 0.7346 |
199
+ | No log | 6.5778 | 296 | 0.5038 | 0.6046 | 0.5038 | 0.7098 |
200
+ | No log | 6.6222 | 298 | 0.4954 | 0.6121 | 0.4954 | 0.7038 |
201
+ | No log | 6.6667 | 300 | 0.5012 | 0.6650 | 0.5012 | 0.7080 |
202
+ | No log | 6.7111 | 302 | 0.5207 | 0.5419 | 0.5207 | 0.7216 |
203
+ | No log | 6.7556 | 304 | 0.5321 | 0.5306 | 0.5321 | 0.7295 |
204
+ | No log | 6.8 | 306 | 0.5282 | 0.5306 | 0.5282 | 0.7268 |
205
+ | No log | 6.8444 | 308 | 0.5588 | 0.5034 | 0.5588 | 0.7475 |
206
+ | No log | 6.8889 | 310 | 0.6312 | 0.4702 | 0.6312 | 0.7945 |
207
+ | No log | 6.9333 | 312 | 0.5980 | 0.4625 | 0.5980 | 0.7733 |
208
+ | No log | 6.9778 | 314 | 0.5297 | 0.4782 | 0.5297 | 0.7278 |
209
+ | No log | 7.0222 | 316 | 0.5350 | 0.5627 | 0.5350 | 0.7315 |
210
+ | No log | 7.0667 | 318 | 0.5327 | 0.4858 | 0.5327 | 0.7299 |
211
+ | No log | 7.1111 | 320 | 0.5804 | 0.5223 | 0.5804 | 0.7619 |
212
+ | No log | 7.1556 | 322 | 0.7488 | 0.4305 | 0.7488 | 0.8653 |
213
+ | No log | 7.2 | 324 | 0.7450 | 0.4250 | 0.7450 | 0.8631 |
214
+ | No log | 7.2444 | 326 | 0.6353 | 0.4745 | 0.6353 | 0.7970 |
215
+ | No log | 7.2889 | 328 | 0.5228 | 0.5379 | 0.5228 | 0.7230 |
216
+ | No log | 7.3333 | 330 | 0.5206 | 0.5009 | 0.5206 | 0.7215 |
217
+ | No log | 7.3778 | 332 | 0.5174 | 0.5231 | 0.5174 | 0.7193 |
218
+ | No log | 7.4222 | 334 | 0.5140 | 0.5874 | 0.5140 | 0.7169 |
219
+ | No log | 7.4667 | 336 | 0.5271 | 0.6065 | 0.5271 | 0.7260 |
220
+ | No log | 7.5111 | 338 | 0.5342 | 0.5827 | 0.5342 | 0.7309 |
221
+ | No log | 7.5556 | 340 | 0.5344 | 0.5867 | 0.5344 | 0.7310 |
222
+ | No log | 7.6 | 342 | 0.5377 | 0.6265 | 0.5377 | 0.7333 |
223
+ | No log | 7.6444 | 344 | 0.5822 | 0.5473 | 0.5822 | 0.7630 |
224
+ | No log | 7.6889 | 346 | 0.5387 | 0.5872 | 0.5387 | 0.7340 |
225
+ | No log | 7.7333 | 348 | 0.5058 | 0.6001 | 0.5058 | 0.7112 |
226
+ | No log | 7.7778 | 350 | 0.5050 | 0.6146 | 0.5050 | 0.7106 |
227
+ | No log | 7.8222 | 352 | 0.4941 | 0.6210 | 0.4941 | 0.7029 |
228
+ | No log | 7.8667 | 354 | 0.4933 | 0.6001 | 0.4933 | 0.7023 |
229
+ | No log | 7.9111 | 356 | 0.5005 | 0.5816 | 0.5005 | 0.7075 |
230
+ | No log | 7.9556 | 358 | 0.5148 | 0.5632 | 0.5148 | 0.7175 |
231
+ | No log | 8.0 | 360 | 0.5549 | 0.5223 | 0.5549 | 0.7449 |
232
+ | No log | 8.0444 | 362 | 0.5452 | 0.5741 | 0.5452 | 0.7384 |
233
+ | No log | 8.0889 | 364 | 0.5526 | 0.4795 | 0.5526 | 0.7433 |
234
+ | No log | 8.1333 | 366 | 0.5409 | 0.5373 | 0.5409 | 0.7355 |
235
+ | No log | 8.1778 | 368 | 0.5008 | 0.5252 | 0.5008 | 0.7077 |
236
+ | No log | 8.2222 | 370 | 0.4939 | 0.6007 | 0.4939 | 0.7028 |
237
+ | No log | 8.2667 | 372 | 0.5000 | 0.5860 | 0.5000 | 0.7071 |
238
+ | No log | 8.3111 | 374 | 0.5974 | 0.5219 | 0.5974 | 0.7729 |
239
+ | No log | 8.3556 | 376 | 0.6523 | 0.4883 | 0.6523 | 0.8076 |
240
+ | No log | 8.4 | 378 | 0.5640 | 0.5445 | 0.5640 | 0.7510 |
241
+ | No log | 8.4444 | 380 | 0.4864 | 0.5974 | 0.4864 | 0.6974 |
242
+ | No log | 8.4889 | 382 | 0.4796 | 0.6279 | 0.4796 | 0.6925 |
243
+ | No log | 8.5333 | 384 | 0.4826 | 0.6228 | 0.4826 | 0.6947 |
244
+ | No log | 8.5778 | 386 | 0.5174 | 0.5272 | 0.5174 | 0.7193 |
245
+ | No log | 8.6222 | 388 | 0.5745 | 0.4665 | 0.5745 | 0.7580 |
246
+ | No log | 8.6667 | 390 | 0.5951 | 0.4582 | 0.5951 | 0.7715 |
247
+ | No log | 8.7111 | 392 | 0.5405 | 0.4875 | 0.5405 | 0.7352 |
248
+ | No log | 8.7556 | 394 | 0.5320 | 0.5386 | 0.5320 | 0.7294 |
249
+ | No log | 8.8 | 396 | 0.5134 | 0.5609 | 0.5134 | 0.7165 |
250
+ | No log | 8.8444 | 398 | 0.5462 | 0.5433 | 0.5462 | 0.7391 |
251
+ | No log | 8.8889 | 400 | 0.5952 | 0.5567 | 0.5952 | 0.7715 |
252
+ | No log | 8.9333 | 402 | 0.6461 | 0.5239 | 0.6461 | 0.8038 |
253
+ | No log | 8.9778 | 404 | 0.6034 | 0.5350 | 0.6034 | 0.7768 |
254
+ | No log | 9.0222 | 406 | 0.5336 | 0.5799 | 0.5336 | 0.7305 |
255
+ | No log | 9.0667 | 408 | 0.5124 | 0.5965 | 0.5124 | 0.7158 |
256
+ | No log | 9.1111 | 410 | 0.5084 | 0.5831 | 0.5084 | 0.7131 |
257
+ | No log | 9.1556 | 412 | 0.5116 | 0.5379 | 0.5116 | 0.7152 |
258
+ | No log | 9.2 | 414 | 0.5159 | 0.5053 | 0.5159 | 0.7183 |
259
+ | No log | 9.2444 | 416 | 0.5250 | 0.5034 | 0.5250 | 0.7246 |
260
+ | No log | 9.2889 | 418 | 0.5580 | 0.4764 | 0.5580 | 0.7470 |
261
+ | No log | 9.3333 | 420 | 0.5634 | 0.4997 | 0.5634 | 0.7506 |
262
+ | No log | 9.3778 | 422 | 0.5218 | 0.5473 | 0.5218 | 0.7224 |
263
+ | No log | 9.4222 | 424 | 0.5231 | 0.5406 | 0.5231 | 0.7233 |
264
+ | No log | 9.4667 | 426 | 0.5377 | 0.5127 | 0.5377 | 0.7333 |
265
+ | No log | 9.5111 | 428 | 0.5146 | 0.6154 | 0.5146 | 0.7174 |
266
+ | No log | 9.5556 | 430 | 0.5854 | 0.4684 | 0.5854 | 0.7651 |
267
+ | No log | 9.6 | 432 | 0.7136 | 0.4296 | 0.7136 | 0.8447 |
268
+ | No log | 9.6444 | 434 | 0.7697 | 0.4081 | 0.7697 | 0.8773 |
269
+ | No log | 9.6889 | 436 | 0.6981 | 0.4153 | 0.6981 | 0.8355 |
270
+ | No log | 9.7333 | 438 | 0.5698 | 0.4854 | 0.5698 | 0.7549 |
271
+ | No log | 9.7778 | 440 | 0.5228 | 0.6186 | 0.5228 | 0.7231 |
272
+ | No log | 9.8222 | 442 | 0.5258 | 0.6452 | 0.5258 | 0.7251 |
273
+ | No log | 9.8667 | 444 | 0.5248 | 0.6100 | 0.5248 | 0.7244 |
274
+ | No log | 9.9111 | 446 | 0.5428 | 0.5226 | 0.5428 | 0.7368 |
275
+ | No log | 9.9556 | 448 | 0.5964 | 0.4665 | 0.5964 | 0.7723 |
276
+ | No log | 10.0 | 450 | 0.6002 | 0.4409 | 0.6002 | 0.7748 |
277
+ | No log | 10.0444 | 452 | 0.5823 | 0.4307 | 0.5823 | 0.7631 |
278
+ | No log | 10.0889 | 454 | 0.5751 | 0.4576 | 0.5751 | 0.7583 |
279
+ | No log | 10.1333 | 456 | 0.5579 | 0.4835 | 0.5579 | 0.7470 |
280
+ | No log | 10.1778 | 458 | 0.5399 | 0.4845 | 0.5399 | 0.7348 |
281
+ | No log | 10.2222 | 460 | 0.5351 | 0.5484 | 0.5351 | 0.7315 |
282
+ | No log | 10.2667 | 462 | 0.5437 | 0.5377 | 0.5437 | 0.7374 |
283
+ | No log | 10.3111 | 464 | 0.5508 | 0.5651 | 0.5508 | 0.7422 |
284
+ | No log | 10.3556 | 466 | 0.5310 | 0.5335 | 0.5310 | 0.7287 |
285
+ | No log | 10.4 | 468 | 0.5046 | 0.5473 | 0.5046 | 0.7104 |
286
+ | No log | 10.4444 | 470 | 0.5091 | 0.5632 | 0.5091 | 0.7135 |
287
+ | No log | 10.4889 | 472 | 0.4892 | 0.6010 | 0.4892 | 0.6994 |
288
+ | No log | 10.5333 | 474 | 0.5088 | 0.5272 | 0.5088 | 0.7133 |
289
+ | No log | 10.5778 | 476 | 0.4923 | 0.5533 | 0.4923 | 0.7016 |
290
+ | No log | 10.6222 | 478 | 0.4873 | 0.6452 | 0.4873 | 0.6980 |
291
+ | No log | 10.6667 | 480 | 0.4883 | 0.6184 | 0.4883 | 0.6988 |
292
+ | No log | 10.7111 | 482 | 0.4918 | 0.5725 | 0.4918 | 0.7013 |
293
+ | No log | 10.7556 | 484 | 0.5172 | 0.5597 | 0.5172 | 0.7191 |
294
+ | No log | 10.8 | 486 | 0.6319 | 0.4684 | 0.6319 | 0.7949 |
295
+ | No log | 10.8444 | 488 | 0.6764 | 0.4719 | 0.6764 | 0.8224 |
296
+ | No log | 10.8889 | 490 | 0.6320 | 0.4568 | 0.6320 | 0.7950 |
297
+ | No log | 10.9333 | 492 | 0.5723 | 0.4769 | 0.5723 | 0.7565 |
298
+ | No log | 10.9778 | 494 | 0.5486 | 0.4966 | 0.5486 | 0.7407 |
299
+ | No log | 11.0222 | 496 | 0.5835 | 0.4815 | 0.5835 | 0.7638 |
300
+ | No log | 11.0667 | 498 | 0.6152 | 0.4502 | 0.6152 | 0.7843 |
301
+ | 0.3152 | 11.1111 | 500 | 0.5866 | 0.4854 | 0.5866 | 0.7659 |
302
+ | 0.3152 | 11.1556 | 502 | 0.5003 | 0.5574 | 0.5003 | 0.7073 |
303
+ | 0.3152 | 11.2 | 504 | 0.4859 | 0.5672 | 0.4859 | 0.6971 |
304
+ | 0.3152 | 11.2444 | 506 | 0.4869 | 0.5750 | 0.4869 | 0.6978 |
305
+ | 0.3152 | 11.2889 | 508 | 0.5036 | 0.5379 | 0.5036 | 0.7096 |
306
+ | 0.3152 | 11.3333 | 510 | 0.5957 | 0.4502 | 0.5957 | 0.7718 |
307
+ | 0.3152 | 11.3778 | 512 | 0.6910 | 0.4783 | 0.6910 | 0.8313 |
308
+ | 0.3152 | 11.4222 | 514 | 0.6487 | 0.4349 | 0.6487 | 0.8054 |
309
+ | 0.3152 | 11.4667 | 516 | 0.5637 | 0.4664 | 0.5637 | 0.7508 |
310
+ | 0.3152 | 11.5111 | 518 | 0.5228 | 0.5271 | 0.5228 | 0.7230 |
311
+ | 0.3152 | 11.5556 | 520 | 0.5214 | 0.4855 | 0.5214 | 0.7221 |
312
+ | 0.3152 | 11.6 | 522 | 0.5223 | 0.4855 | 0.5223 | 0.7227 |
313
+ | 0.3152 | 11.6444 | 524 | 0.5537 | 0.4898 | 0.5537 | 0.7441 |
314
+ | 0.3152 | 11.6889 | 526 | 0.5452 | 0.5072 | 0.5452 | 0.7384 |
315
+ | 0.3152 | 11.7333 | 528 | 0.5201 | 0.5242 | 0.5201 | 0.7212 |
316
+ | 0.3152 | 11.7778 | 530 | 0.5193 | 0.5242 | 0.5193 | 0.7206 |
317
+ | 0.3152 | 11.8222 | 532 | 0.5302 | 0.5290 | 0.5302 | 0.7281 |
318
+ | 0.3152 | 11.8667 | 534 | 0.5477 | 0.5200 | 0.5477 | 0.7400 |
319
+ | 0.3152 | 11.9111 | 536 | 0.5288 | 0.5157 | 0.5288 | 0.7272 |
320
+ | 0.3152 | 11.9556 | 538 | 0.5096 | 0.5239 | 0.5096 | 0.7139 |
321
+ | 0.3152 | 12.0 | 540 | 0.4977 | 0.6111 | 0.4977 | 0.7055 |
322
+ | 0.3152 | 12.0444 | 542 | 0.5051 | 0.5883 | 0.5051 | 0.7107 |
323
+ | 0.3152 | 12.0889 | 544 | 0.5336 | 0.4562 | 0.5336 | 0.7305 |
324
+ | 0.3152 | 12.1333 | 546 | 0.5215 | 0.5123 | 0.5215 | 0.7221 |
325
+ | 0.3152 | 12.1778 | 548 | 0.5351 | 0.5104 | 0.5351 | 0.7315 |
326
+ | 0.3152 | 12.2222 | 550 | 0.5906 | 0.4522 | 0.5906 | 0.7685 |
327
+ | 0.3152 | 12.2667 | 552 | 0.6689 | 0.4867 | 0.6689 | 0.8179 |
328
+ | 0.3152 | 12.3111 | 554 | 0.6233 | 0.4531 | 0.6233 | 0.7895 |
329
+ | 0.3152 | 12.3556 | 556 | 0.5603 | 0.5149 | 0.5603 | 0.7485 |
330
+ | 0.3152 | 12.4 | 558 | 0.5707 | 0.4911 | 0.5707 | 0.7554 |
331
+ | 0.3152 | 12.4444 | 560 | 0.5432 | 0.5544 | 0.5432 | 0.7370 |
332
+ | 0.3152 | 12.4889 | 562 | 0.5418 | 0.5544 | 0.5418 | 0.7361 |
333
+ | 0.3152 | 12.5333 | 564 | 0.5144 | 0.5671 | 0.5144 | 0.7172 |
334
+ | 0.3152 | 12.5778 | 566 | 0.4992 | 0.5768 | 0.4992 | 0.7065 |
335
+ | 0.3152 | 12.6222 | 568 | 0.5239 | 0.5516 | 0.5239 | 0.7238 |
336
+ | 0.3152 | 12.6667 | 570 | 0.6201 | 0.4522 | 0.6201 | 0.7874 |
337
+ | 0.3152 | 12.7111 | 572 | 0.6661 | 0.5068 | 0.6661 | 0.8162 |
338
+ | 0.3152 | 12.7556 | 574 | 0.6081 | 0.4522 | 0.6081 | 0.7798 |
339
+ | 0.3152 | 12.8 | 576 | 0.5223 | 0.5272 | 0.5223 | 0.7227 |
340
+ | 0.3152 | 12.8444 | 578 | 0.4781 | 0.6142 | 0.4781 | 0.6914 |
341
+ | 0.3152 | 12.8889 | 580 | 0.4795 | 0.5430 | 0.4795 | 0.6925 |
342
+ | 0.3152 | 12.9333 | 582 | 0.4803 | 0.5800 | 0.4803 | 0.6931 |
343
+ | 0.3152 | 12.9778 | 584 | 0.5198 | 0.5271 | 0.5198 | 0.7210 |
344
+ | 0.3152 | 13.0222 | 586 | 0.6592 | 0.4349 | 0.6592 | 0.8119 |
345
+ | 0.3152 | 13.0667 | 588 | 0.7514 | 0.4977 | 0.7514 | 0.8668 |
346
+ | 0.3152 | 13.1111 | 590 | 0.7106 | 0.4650 | 0.7106 | 0.8429 |
347
+ | 0.3152 | 13.1556 | 592 | 0.5926 | 0.4576 | 0.5926 | 0.7698 |
348
+ | 0.3152 | 13.2 | 594 | 0.5220 | 0.5017 | 0.5220 | 0.7225 |
349
+ | 0.3152 | 13.2444 | 596 | 0.4995 | 0.5868 | 0.4995 | 0.7068 |
350
+ | 0.3152 | 13.2889 | 598 | 0.4968 | 0.5868 | 0.4968 | 0.7048 |
351
+ | 0.3152 | 13.3333 | 600 | 0.5187 | 0.5271 | 0.5187 | 0.7202 |
352
+ | 0.3152 | 13.3778 | 602 | 0.5404 | 0.5310 | 0.5404 | 0.7351 |
353
+ | 0.3152 | 13.4222 | 604 | 0.5217 | 0.5271 | 0.5217 | 0.7223 |
354
+ | 0.3152 | 13.4667 | 606 | 0.4920 | 0.5631 | 0.4920 | 0.7014 |
355
+ | 0.3152 | 13.5111 | 608 | 0.4899 | 0.6010 | 0.4899 | 0.6999 |
356
+ | 0.3152 | 13.5556 | 610 | 0.4991 | 0.6228 | 0.4991 | 0.7065 |
357
+ | 0.3152 | 13.6 | 612 | 0.5060 | 0.6228 | 0.5060 | 0.7114 |
358
+ | 0.3152 | 13.6444 | 614 | 0.5076 | 0.6643 | 0.5076 | 0.7124 |
359
+ | 0.3152 | 13.6889 | 616 | 0.5147 | 0.6643 | 0.5147 | 0.7174 |
360
+ | 0.3152 | 13.7333 | 618 | 0.5455 | 0.5860 | 0.5455 | 0.7386 |
361
+ | 0.3152 | 13.7778 | 620 | 0.5780 | 0.5072 | 0.5780 | 0.7603 |
362
+ | 0.3152 | 13.8222 | 622 | 0.5692 | 0.5761 | 0.5692 | 0.7545 |
363
+ | 0.3152 | 13.8667 | 624 | 0.5429 | 0.6174 | 0.5429 | 0.7369 |
364
+ | 0.3152 | 13.9111 | 626 | 0.5179 | 0.5782 | 0.5179 | 0.7197 |
365
+ | 0.3152 | 13.9556 | 628 | 0.5265 | 0.6228 | 0.5265 | 0.7256 |
366
+ | 0.3152 | 14.0 | 630 | 0.5656 | 0.5081 | 0.5656 | 0.7520 |
367
+ | 0.3152 | 14.0444 | 632 | 0.5764 | 0.5016 | 0.5764 | 0.7592 |
368
+ | 0.3152 | 14.0889 | 634 | 0.6122 | 0.4430 | 0.6122 | 0.7824 |
369
+ | 0.3152 | 14.1333 | 636 | 0.6524 | 0.4014 | 0.6524 | 0.8077 |
370
+ | 0.3152 | 14.1778 | 638 | 0.6756 | 0.4123 | 0.6756 | 0.8220 |
371
+ | 0.3152 | 14.2222 | 640 | 0.6442 | 0.4036 | 0.6442 | 0.8026 |
372
+ | 0.3152 | 14.2667 | 642 | 0.5794 | 0.4618 | 0.5794 | 0.7612 |
373
 
374
 
375
  ### Framework versions