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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task3_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_k4_task3_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_k4_task3_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: 0.7555
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- - Qwk: 0.1518
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- - Mse: 0.7555
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- - Rmse: 0.8692
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  ## Model description
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@@ -49,261 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0952 | 2 | 3.8621 | 0.0029 | 3.8621 | 1.9652 |
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- | No log | 0.1905 | 4 | 1.8680 | 0.0704 | 1.8680 | 1.3667 |
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- | No log | 0.2857 | 6 | 0.8596 | 0.0316 | 0.8596 | 0.9271 |
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- | No log | 0.3810 | 8 | 0.8057 | 0.0549 | 0.8057 | 0.8976 |
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- | No log | 0.4762 | 10 | 1.2310 | 0.0176 | 1.2310 | 1.1095 |
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- | No log | 0.5714 | 12 | 0.7359 | 0.0260 | 0.7359 | 0.8579 |
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- | No log | 0.6667 | 14 | 0.6846 | 0.1021 | 0.6846 | 0.8274 |
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- | No log | 0.7619 | 16 | 0.8373 | -0.0833 | 0.8373 | 0.9150 |
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- | No log | 0.8571 | 18 | 0.7408 | -0.0725 | 0.7408 | 0.8607 |
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- | No log | 0.9524 | 20 | 0.8186 | -0.0390 | 0.8186 | 0.9048 |
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- | No log | 1.0476 | 22 | 0.7394 | -0.0739 | 0.7394 | 0.8599 |
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- | No log | 1.1429 | 24 | 0.7329 | 0.1582 | 0.7329 | 0.8561 |
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- | No log | 1.2381 | 26 | 0.7416 | 0.1082 | 0.7416 | 0.8612 |
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- | No log | 1.3333 | 28 | 0.7873 | 0.0562 | 0.7873 | 0.8873 |
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- | No log | 1.4286 | 30 | 1.3880 | 0.0584 | 1.3880 | 1.1782 |
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- | No log | 1.5238 | 32 | 1.1801 | 0.0366 | 1.1801 | 1.0863 |
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- | No log | 1.6190 | 34 | 0.7837 | 0.0449 | 0.7837 | 0.8853 |
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- | No log | 1.7143 | 36 | 0.9018 | -0.1421 | 0.9018 | 0.9497 |
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- | No log | 1.8095 | 38 | 0.8332 | 0.0535 | 0.8332 | 0.9128 |
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- | No log | 1.9048 | 40 | 0.8364 | 0.1221 | 0.8364 | 0.9145 |
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- | No log | 2.0 | 42 | 0.8669 | 0.0656 | 0.8669 | 0.9311 |
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- | No log | 2.0952 | 44 | 0.8926 | 0.0377 | 0.8926 | 0.9448 |
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- | No log | 2.1905 | 46 | 0.8227 | 0.0656 | 0.8227 | 0.9070 |
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- | No log | 2.2857 | 48 | 0.8308 | 0.0656 | 0.8308 | 0.9115 |
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- | No log | 2.3810 | 50 | 0.8412 | 0.2121 | 0.8412 | 0.9172 |
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- | No log | 2.4762 | 52 | 0.8506 | 0.2955 | 0.8506 | 0.9223 |
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- | No log | 2.5714 | 54 | 0.9942 | 0.0747 | 0.9942 | 0.9971 |
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- | No log | 2.6667 | 56 | 0.8879 | 0.0649 | 0.8879 | 0.9423 |
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- | No log | 2.7619 | 58 | 0.7655 | 0.2063 | 0.7655 | 0.8749 |
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- | No log | 2.8571 | 60 | 0.7554 | 0.1674 | 0.7554 | 0.8691 |
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- | No log | 2.9524 | 62 | 0.8155 | 0.0068 | 0.8155 | 0.9030 |
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- | No log | 3.0476 | 64 | 0.8049 | 0.1358 | 0.8049 | 0.8972 |
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- | No log | 3.1429 | 66 | 0.9900 | 0.0147 | 0.9900 | 0.9950 |
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- | No log | 3.2381 | 68 | 0.8359 | 0.1872 | 0.8359 | 0.9143 |
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- | No log | 3.3333 | 70 | 0.9064 | -0.0408 | 0.9064 | 0.9520 |
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- | No log | 3.4286 | 72 | 0.8788 | 0.1519 | 0.8788 | 0.9375 |
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- | No log | 3.5238 | 74 | 0.9295 | 0.1005 | 0.9295 | 0.9641 |
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- | No log | 3.6190 | 76 | 0.8839 | 0.0230 | 0.8839 | 0.9401 |
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- | No log | 3.7143 | 78 | 0.9014 | 0.1884 | 0.9014 | 0.9494 |
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- | No log | 3.8095 | 80 | 0.8373 | 0.1203 | 0.8373 | 0.9150 |
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- | No log | 3.9048 | 82 | 0.8522 | 0.0856 | 0.8522 | 0.9232 |
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- | No log | 4.0 | 84 | 0.8748 | 0.1309 | 0.8748 | 0.9353 |
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- | No log | 4.0952 | 86 | 0.8518 | 0.0962 | 0.8518 | 0.9229 |
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- | No log | 4.1905 | 88 | 0.8284 | 0.2041 | 0.8284 | 0.9101 |
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- | No log | 4.2857 | 90 | 0.9164 | 0.1001 | 0.9164 | 0.9573 |
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- | No log | 4.3810 | 92 | 0.9154 | 0.0999 | 0.9154 | 0.9567 |
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- | No log | 4.4762 | 94 | 0.9855 | 0.0452 | 0.9855 | 0.9927 |
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- | No log | 4.5714 | 96 | 0.9719 | 0.0113 | 0.9719 | 0.9859 |
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- | No log | 4.6667 | 98 | 0.8774 | 0.0998 | 0.8774 | 0.9367 |
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- | No log | 4.7619 | 100 | 0.8361 | 0.0211 | 0.8361 | 0.9144 |
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- | No log | 4.8571 | 102 | 0.7805 | 0.1463 | 0.7805 | 0.8835 |
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- | No log | 4.9524 | 104 | 0.8565 | 0.0068 | 0.8565 | 0.9255 |
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- | No log | 5.0476 | 106 | 0.7865 | 0.1705 | 0.7865 | 0.8868 |
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- | No log | 5.1429 | 108 | 0.8659 | 0.0681 | 0.8659 | 0.9306 |
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- | No log | 5.2381 | 110 | 0.8043 | 0.0996 | 0.8043 | 0.8968 |
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- | No log | 5.3333 | 112 | 1.0384 | 0.0426 | 1.0384 | 1.0190 |
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- | No log | 5.4286 | 114 | 1.2278 | -0.0011 | 1.2278 | 1.1081 |
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- | No log | 5.5238 | 116 | 0.8631 | 0.2366 | 0.8631 | 0.9290 |
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- | No log | 5.6190 | 118 | 0.8801 | 0.1661 | 0.8801 | 0.9381 |
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- | No log | 5.7143 | 120 | 0.8038 | 0.0916 | 0.8038 | 0.8965 |
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- | No log | 5.8095 | 122 | 0.8619 | 0.0831 | 0.8619 | 0.9284 |
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- | No log | 5.9048 | 124 | 0.7791 | 0.1675 | 0.7791 | 0.8827 |
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- | No log | 6.0 | 126 | 0.8236 | 0.1243 | 0.8236 | 0.9075 |
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- | No log | 6.0952 | 128 | 0.7845 | 0.0913 | 0.7845 | 0.8857 |
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- | No log | 6.1905 | 130 | 0.7547 | 0.1254 | 0.7547 | 0.8687 |
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- | No log | 6.2857 | 132 | 0.7781 | 0.1659 | 0.7781 | 0.8821 |
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- | No log | 6.3810 | 134 | 0.8983 | 0.1188 | 0.8983 | 0.9478 |
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- | No log | 6.4762 | 136 | 0.8795 | 0.2319 | 0.8795 | 0.9378 |
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- | No log | 6.5714 | 138 | 0.9228 | 0.1339 | 0.9228 | 0.9606 |
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- | No log | 6.6667 | 140 | 0.9805 | 0.1009 | 0.9805 | 0.9902 |
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- | No log | 6.7619 | 142 | 0.7721 | 0.2374 | 0.7721 | 0.8787 |
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- | No log | 6.8571 | 144 | 0.9865 | 0.0402 | 0.9865 | 0.9932 |
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- | No log | 6.9524 | 146 | 0.8193 | 0.1392 | 0.8193 | 0.9051 |
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- | No log | 7.0476 | 148 | 0.6828 | 0.2477 | 0.6828 | 0.8263 |
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- | No log | 7.1429 | 150 | 0.7547 | 0.1123 | 0.7547 | 0.8687 |
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- | No log | 7.2381 | 152 | 0.6947 | 0.2877 | 0.6947 | 0.8335 |
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- | No log | 7.3333 | 154 | 0.7753 | 0.1862 | 0.7753 | 0.8805 |
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- | No log | 7.4286 | 156 | 0.9513 | 0.1111 | 0.9513 | 0.9753 |
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- | No log | 7.5238 | 158 | 0.8494 | 0.1551 | 0.8494 | 0.9216 |
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- | No log | 7.6190 | 160 | 0.6974 | 0.0821 | 0.6974 | 0.8351 |
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- | No log | 7.7143 | 162 | 0.7475 | 0.1778 | 0.7475 | 0.8646 |
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- | No log | 7.8095 | 164 | 0.7277 | 0.2588 | 0.7277 | 0.8531 |
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- | No log | 7.9048 | 166 | 0.9696 | 0.0794 | 0.9696 | 0.9847 |
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- | No log | 8.0 | 168 | 0.9379 | 0.0824 | 0.9379 | 0.9684 |
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- | No log | 8.0952 | 170 | 0.7392 | 0.1311 | 0.7392 | 0.8598 |
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- | No log | 8.1905 | 172 | 0.7161 | 0.1311 | 0.7161 | 0.8462 |
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- | No log | 8.2857 | 174 | 0.7042 | 0.0914 | 0.7042 | 0.8392 |
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- | No log | 8.3810 | 176 | 0.7734 | 0.1336 | 0.7734 | 0.8795 |
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- | No log | 8.4762 | 178 | 0.7640 | 0.1836 | 0.7640 | 0.8741 |
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- | No log | 8.5714 | 180 | 0.7069 | 0.0863 | 0.7069 | 0.8408 |
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- | No log | 8.6667 | 182 | 0.7524 | 0.1906 | 0.7524 | 0.8674 |
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- | No log | 8.7619 | 184 | 0.8026 | 0.2002 | 0.8026 | 0.8959 |
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- | No log | 8.8571 | 186 | 0.9744 | 0.1683 | 0.9744 | 0.9871 |
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- | No log | 8.9524 | 188 | 1.3316 | 0.1030 | 1.3316 | 1.1539 |
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- | No log | 9.0476 | 190 | 1.3262 | 0.0802 | 1.3262 | 1.1516 |
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- | No log | 9.1429 | 192 | 1.0495 | 0.0933 | 1.0495 | 1.0244 |
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- | No log | 9.2381 | 194 | 0.9973 | 0.2010 | 0.9973 | 0.9987 |
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- | No log | 9.3333 | 196 | 0.9063 | 0.1331 | 0.9063 | 0.9520 |
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- | No log | 9.4286 | 198 | 0.8172 | 0.2103 | 0.8172 | 0.9040 |
151
- | No log | 9.5238 | 200 | 0.7605 | 0.0922 | 0.7605 | 0.8721 |
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- | No log | 9.6190 | 202 | 0.7775 | 0.1675 | 0.7775 | 0.8818 |
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- | No log | 9.7143 | 204 | 0.8071 | 0.0490 | 0.8071 | 0.8984 |
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- | No log | 9.8095 | 206 | 0.8185 | 0.0956 | 0.8185 | 0.9047 |
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- | No log | 9.9048 | 208 | 0.8703 | 0.0734 | 0.8703 | 0.9329 |
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- | No log | 10.0 | 210 | 0.8480 | 0.1277 | 0.8480 | 0.9209 |
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- | No log | 10.0952 | 212 | 0.8146 | 0.1423 | 0.8146 | 0.9026 |
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- | No log | 10.1905 | 214 | 0.8452 | 0.1649 | 0.8452 | 0.9193 |
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- | No log | 10.2857 | 216 | 0.8350 | 0.1649 | 0.8350 | 0.9138 |
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- | No log | 10.3810 | 218 | 0.7949 | 0.1199 | 0.7949 | 0.8916 |
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- | No log | 10.4762 | 220 | 0.8469 | -0.0393 | 0.8469 | 0.9203 |
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- | No log | 10.5714 | 222 | 0.8223 | 0.0680 | 0.8223 | 0.9068 |
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- | No log | 10.6667 | 224 | 0.8619 | 0.0879 | 0.8619 | 0.9284 |
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- | No log | 10.7619 | 226 | 1.0360 | 0.0741 | 1.0360 | 1.0178 |
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- | No log | 10.8571 | 228 | 0.8999 | 0.1581 | 0.8999 | 0.9487 |
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- | No log | 10.9524 | 230 | 0.8389 | 0.1249 | 0.8389 | 0.9159 |
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- | No log | 11.0476 | 232 | 0.8471 | 0.1143 | 0.8471 | 0.9204 |
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- | No log | 11.1429 | 234 | 0.8543 | 0.0884 | 0.8543 | 0.9243 |
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- | No log | 11.2381 | 236 | 0.8014 | 0.1465 | 0.8014 | 0.8952 |
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- | No log | 11.3333 | 238 | 0.8184 | -0.0228 | 0.8184 | 0.9046 |
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- | No log | 11.4286 | 240 | 0.8261 | 0.0248 | 0.8261 | 0.9089 |
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- | No log | 11.5238 | 242 | 0.7571 | 0.2046 | 0.7571 | 0.8701 |
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- | No log | 11.6190 | 244 | 0.9873 | 0.0852 | 0.9873 | 0.9936 |
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- | No log | 11.7143 | 246 | 1.0728 | 0.0707 | 1.0728 | 1.0358 |
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- | No log | 11.8095 | 248 | 0.8353 | 0.1475 | 0.8353 | 0.9139 |
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- | No log | 11.9048 | 250 | 0.7435 | 0.2138 | 0.7435 | 0.8622 |
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- | No log | 12.0 | 252 | 0.7851 | 0.0947 | 0.7851 | 0.8860 |
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- | No log | 12.0952 | 254 | 0.7562 | 0.2063 | 0.7562 | 0.8696 |
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- | No log | 12.1905 | 256 | 0.8033 | 0.1687 | 0.8033 | 0.8963 |
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- | No log | 12.2857 | 258 | 0.7948 | 0.1742 | 0.7948 | 0.8915 |
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- | No log | 12.3810 | 260 | 0.8013 | 0.1742 | 0.8013 | 0.8952 |
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- | No log | 12.4762 | 262 | 0.7652 | 0.2063 | 0.7652 | 0.8748 |
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- | No log | 12.5714 | 264 | 0.7956 | 0.1573 | 0.7956 | 0.8920 |
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- | No log | 12.6667 | 266 | 0.9143 | 0.0918 | 0.9143 | 0.9562 |
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- | No log | 12.7619 | 268 | 0.9371 | 0.0492 | 0.9371 | 0.9680 |
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- | No log | 12.8571 | 270 | 0.7885 | 0.1196 | 0.7885 | 0.8880 |
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- | No log | 12.9524 | 272 | 0.7740 | 0.1718 | 0.7740 | 0.8797 |
188
- | No log | 13.0476 | 274 | 0.8026 | 0.0944 | 0.8026 | 0.8959 |
189
- | No log | 13.1429 | 276 | 0.7741 | 0.0937 | 0.7741 | 0.8798 |
190
- | No log | 13.2381 | 278 | 0.7550 | 0.1249 | 0.7550 | 0.8689 |
191
- | No log | 13.3333 | 280 | 0.8191 | 0.1687 | 0.8191 | 0.9050 |
192
- | No log | 13.4286 | 282 | 0.8016 | 0.1423 | 0.8016 | 0.8953 |
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- | No log | 13.5238 | 284 | 0.7883 | 0.2431 | 0.7883 | 0.8879 |
194
- | No log | 13.6190 | 286 | 0.7496 | 0.1249 | 0.7496 | 0.8658 |
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- | No log | 13.7143 | 288 | 0.7492 | 0.2053 | 0.7492 | 0.8655 |
196
- | No log | 13.8095 | 290 | 0.7900 | 0.2259 | 0.7900 | 0.8888 |
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- | No log | 13.9048 | 292 | 0.8114 | 0.2259 | 0.8114 | 0.9008 |
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- | No log | 14.0 | 294 | 0.8127 | 0.2484 | 0.8127 | 0.9015 |
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- | No log | 14.0952 | 296 | 0.8565 | 0.2066 | 0.8565 | 0.9255 |
200
- | No log | 14.1905 | 298 | 0.8511 | 0.2513 | 0.8511 | 0.9226 |
201
- | No log | 14.2857 | 300 | 0.8315 | 0.1797 | 0.8315 | 0.9118 |
202
- | No log | 14.3810 | 302 | 0.8708 | -0.0029 | 0.8708 | 0.9332 |
203
- | No log | 14.4762 | 304 | 0.8627 | 0.0986 | 0.8627 | 0.9288 |
204
- | No log | 14.5714 | 306 | 0.9047 | 0.0498 | 0.9047 | 0.9512 |
205
- | No log | 14.6667 | 308 | 0.7889 | 0.0476 | 0.7889 | 0.8882 |
206
- | No log | 14.7619 | 310 | 0.6798 | 0.1371 | 0.6798 | 0.8245 |
207
- | No log | 14.8571 | 312 | 0.6973 | -0.0541 | 0.6973 | 0.8350 |
208
- | No log | 14.9524 | 314 | 0.7095 | 0.1807 | 0.7095 | 0.8423 |
209
- | No log | 15.0476 | 316 | 0.8846 | -0.0094 | 0.8846 | 0.9405 |
210
- | No log | 15.1429 | 318 | 0.9704 | 0.0481 | 0.9704 | 0.9851 |
211
- | No log | 15.2381 | 320 | 0.8432 | 0.0917 | 0.8432 | 0.9182 |
212
- | No log | 15.3333 | 322 | 0.7391 | 0.1304 | 0.7391 | 0.8597 |
213
- | No log | 15.4286 | 324 | 0.6997 | 0.0869 | 0.6997 | 0.8365 |
214
- | No log | 15.5238 | 326 | 0.6901 | 0.0414 | 0.6901 | 0.8307 |
215
- | No log | 15.6190 | 328 | 0.7091 | 0.1807 | 0.7091 | 0.8421 |
216
- | No log | 15.7143 | 330 | 0.7868 | 0.0956 | 0.7868 | 0.8870 |
217
- | No log | 15.8095 | 332 | 0.7614 | 0.1675 | 0.7614 | 0.8726 |
218
- | No log | 15.9048 | 334 | 0.7685 | 0.1287 | 0.7685 | 0.8767 |
219
- | No log | 16.0 | 336 | 0.8725 | 0.1001 | 0.8725 | 0.9341 |
220
- | No log | 16.0952 | 338 | 0.8976 | 0.1003 | 0.8976 | 0.9474 |
221
- | No log | 16.1905 | 340 | 0.7850 | 0.1244 | 0.7850 | 0.8860 |
222
- | No log | 16.2857 | 342 | 0.9172 | 0.0951 | 0.9172 | 0.9577 |
223
- | No log | 16.3810 | 344 | 0.9505 | 0.0556 | 0.9505 | 0.9749 |
224
- | No log | 16.4762 | 346 | 0.7768 | 0.0909 | 0.7768 | 0.8813 |
225
- | No log | 16.5714 | 348 | 0.6794 | 0.1828 | 0.6794 | 0.8242 |
226
- | No log | 16.6667 | 350 | 0.6878 | 0.2258 | 0.6878 | 0.8293 |
227
- | No log | 16.7619 | 352 | 0.7125 | 0.2258 | 0.7125 | 0.8441 |
228
- | No log | 16.8571 | 354 | 0.7533 | 0.1096 | 0.7533 | 0.8680 |
229
- | No log | 16.9524 | 356 | 0.7629 | 0.1196 | 0.7629 | 0.8734 |
230
- | No log | 17.0476 | 358 | 0.7685 | 0.1249 | 0.7685 | 0.8766 |
231
- | No log | 17.1429 | 360 | 0.7721 | 0.1249 | 0.7721 | 0.8787 |
232
- | No log | 17.2381 | 362 | 0.7993 | 0.0175 | 0.7993 | 0.8940 |
233
- | No log | 17.3333 | 364 | 0.8518 | 0.0755 | 0.8518 | 0.9229 |
234
- | No log | 17.4286 | 366 | 0.7865 | 0.0600 | 0.7865 | 0.8868 |
235
- | No log | 17.5238 | 368 | 0.7315 | 0.0732 | 0.7315 | 0.8553 |
236
- | No log | 17.6190 | 370 | 0.7252 | 0.0732 | 0.7252 | 0.8516 |
237
- | No log | 17.7143 | 372 | 0.7573 | 0.1146 | 0.7573 | 0.8702 |
238
- | No log | 17.8095 | 374 | 0.7889 | 0.0562 | 0.7889 | 0.8882 |
239
- | No log | 17.9048 | 376 | 0.8654 | 0.1026 | 0.8654 | 0.9303 |
240
- | No log | 18.0 | 378 | 0.8354 | 0.0917 | 0.8354 | 0.9140 |
241
- | No log | 18.0952 | 380 | 0.8134 | 0.2229 | 0.8134 | 0.9019 |
242
- | No log | 18.1905 | 382 | 0.8083 | 0.0807 | 0.8083 | 0.8991 |
243
- | No log | 18.2857 | 384 | 0.7869 | 0.1903 | 0.7869 | 0.8871 |
244
- | No log | 18.3810 | 386 | 0.8459 | 0.1145 | 0.8459 | 0.9198 |
245
- | No log | 18.4762 | 388 | 0.9633 | 0.1353 | 0.9633 | 0.9815 |
246
- | No log | 18.5714 | 390 | 0.8999 | 0.0956 | 0.8999 | 0.9486 |
247
- | No log | 18.6667 | 392 | 0.7557 | 0.1986 | 0.7557 | 0.8693 |
248
- | No log | 18.7619 | 394 | 0.7564 | 0.1729 | 0.7564 | 0.8697 |
249
- | No log | 18.8571 | 396 | 0.7945 | 0.0580 | 0.7945 | 0.8914 |
250
- | No log | 18.9524 | 398 | 0.7609 | 0.1761 | 0.7609 | 0.8723 |
251
- | No log | 19.0476 | 400 | 0.7742 | 0.1921 | 0.7742 | 0.8799 |
252
- | No log | 19.1429 | 402 | 0.9589 | 0.1182 | 0.9589 | 0.9792 |
253
- | No log | 19.2381 | 404 | 0.9990 | 0.1111 | 0.9990 | 0.9995 |
254
- | No log | 19.3333 | 406 | 0.8984 | 0.1379 | 0.8984 | 0.9478 |
255
- | No log | 19.4286 | 408 | 0.7873 | 0.1922 | 0.7873 | 0.8873 |
256
- | No log | 19.5238 | 410 | 0.8128 | 0.1131 | 0.8128 | 0.9015 |
257
- | No log | 19.6190 | 412 | 0.7862 | 0.1561 | 0.7862 | 0.8867 |
258
- | No log | 19.7143 | 414 | 0.7866 | 0.1141 | 0.7866 | 0.8869 |
259
- | No log | 19.8095 | 416 | 0.7937 | 0.1141 | 0.7937 | 0.8909 |
260
- | No log | 19.9048 | 418 | 0.7964 | 0.1901 | 0.7964 | 0.8924 |
261
- | No log | 20.0 | 420 | 0.7767 | 0.1529 | 0.7767 | 0.8813 |
262
- | No log | 20.0952 | 422 | 0.7599 | 0.0783 | 0.7599 | 0.8717 |
263
- | No log | 20.1905 | 424 | 0.7580 | 0.1196 | 0.7580 | 0.8706 |
264
- | No log | 20.2857 | 426 | 0.8445 | 0.0799 | 0.8445 | 0.9189 |
265
- | No log | 20.3810 | 428 | 0.9396 | 0.1354 | 0.9396 | 0.9693 |
266
- | No log | 20.4762 | 430 | 0.8652 | 0.0762 | 0.8652 | 0.9302 |
267
- | No log | 20.5714 | 432 | 0.7719 | 0.1675 | 0.7719 | 0.8786 |
268
- | No log | 20.6667 | 434 | 0.8015 | 0.0838 | 0.8015 | 0.8952 |
269
- | No log | 20.7619 | 436 | 0.8513 | 0.1323 | 0.8513 | 0.9227 |
270
- | No log | 20.8571 | 438 | 0.7880 | 0.1132 | 0.7880 | 0.8877 |
271
- | No log | 20.9524 | 440 | 0.7673 | 0.1986 | 0.7673 | 0.8760 |
272
- | No log | 21.0476 | 442 | 0.8940 | 0.1027 | 0.8940 | 0.9455 |
273
- | No log | 21.1429 | 444 | 0.9481 | 0.1882 | 0.9481 | 0.9737 |
274
- | No log | 21.2381 | 446 | 0.9672 | 0.1882 | 0.9672 | 0.9835 |
275
- | No log | 21.3333 | 448 | 0.8638 | 0.1935 | 0.8638 | 0.9294 |
276
- | No log | 21.4286 | 450 | 0.7785 | 0.1415 | 0.7785 | 0.8823 |
277
- | No log | 21.5238 | 452 | 0.7717 | 0.0804 | 0.7717 | 0.8785 |
278
- | No log | 21.6190 | 454 | 0.7370 | 0.1244 | 0.7370 | 0.8585 |
279
- | No log | 21.7143 | 456 | 0.7281 | 0.1901 | 0.7281 | 0.8533 |
280
- | No log | 21.8095 | 458 | 0.7810 | 0.2288 | 0.7810 | 0.8837 |
281
- | No log | 21.9048 | 460 | 0.7801 | 0.2288 | 0.7801 | 0.8832 |
282
- | No log | 22.0 | 462 | 0.7328 | 0.2053 | 0.7328 | 0.8560 |
283
- | No log | 22.0952 | 464 | 0.7350 | 0.2053 | 0.7350 | 0.8573 |
284
- | No log | 22.1905 | 466 | 0.7940 | 0.2194 | 0.7940 | 0.8911 |
285
- | No log | 22.2857 | 468 | 0.8725 | 0.0769 | 0.8725 | 0.9341 |
286
- | No log | 22.3810 | 470 | 0.9603 | 0.0519 | 0.9603 | 0.9800 |
287
- | No log | 22.4762 | 472 | 0.8925 | 0.0734 | 0.8925 | 0.9447 |
288
- | No log | 22.5714 | 474 | 0.7949 | 0.1456 | 0.7949 | 0.8916 |
289
- | No log | 22.6667 | 476 | 0.8750 | 0.1893 | 0.8750 | 0.9354 |
290
- | No log | 22.7619 | 478 | 0.8410 | 0.1281 | 0.8410 | 0.9170 |
291
- | No log | 22.8571 | 480 | 0.7539 | 0.1139 | 0.7539 | 0.8683 |
292
- | No log | 22.9524 | 482 | 0.7717 | 0.1901 | 0.7717 | 0.8785 |
293
- | No log | 23.0476 | 484 | 0.8981 | 0.0692 | 0.8981 | 0.9477 |
294
- | No log | 23.1429 | 486 | 0.8883 | 0.0692 | 0.8883 | 0.9425 |
295
- | No log | 23.2381 | 488 | 0.7763 | 0.1783 | 0.7763 | 0.8811 |
296
- | No log | 23.3333 | 490 | 0.6953 | 0.1807 | 0.6953 | 0.8339 |
297
- | No log | 23.4286 | 492 | 0.7256 | 0.1080 | 0.7256 | 0.8518 |
298
- | No log | 23.5238 | 494 | 0.7316 | 0.1080 | 0.7316 | 0.8554 |
299
- | No log | 23.6190 | 496 | 0.7045 | 0.0479 | 0.7045 | 0.8393 |
300
- | No log | 23.7143 | 498 | 0.6838 | 0.1371 | 0.6838 | 0.8269 |
301
- | 0.2266 | 23.8095 | 500 | 0.7542 | 0.2288 | 0.7542 | 0.8685 |
302
- | 0.2266 | 23.9048 | 502 | 0.8900 | 0.0267 | 0.8900 | 0.9434 |
303
- | 0.2266 | 24.0 | 504 | 0.9062 | 0.0241 | 0.9062 | 0.9520 |
304
- | 0.2266 | 24.0952 | 506 | 0.7965 | 0.2288 | 0.7965 | 0.8925 |
305
- | 0.2266 | 24.1905 | 508 | 0.7607 | 0.1901 | 0.7607 | 0.8722 |
306
- | 0.2266 | 24.2857 | 510 | 0.7555 | 0.1518 | 0.7555 | 0.8692 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task3_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_k5_task3_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: 0.8791
19
+ - Qwk: 0.1537
20
+ - Mse: 0.8791
21
+ - Rmse: 0.9376
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0769 | 2 | 3.7293 | 0.0023 | 3.7293 | 1.9311 |
53
+ | No log | 0.1538 | 4 | 1.9289 | -0.0076 | 1.9289 | 1.3888 |
54
+ | No log | 0.2308 | 6 | 1.1958 | 0.0317 | 1.1958 | 1.0935 |
55
+ | No log | 0.3077 | 8 | 1.0305 | -0.0253 | 1.0305 | 1.0151 |
56
+ | No log | 0.3846 | 10 | 0.7988 | 0.0628 | 0.7988 | 0.8938 |
57
+ | No log | 0.4615 | 12 | 0.7823 | 0.0759 | 0.7823 | 0.8845 |
58
+ | No log | 0.5385 | 14 | 0.8399 | 0.0159 | 0.8399 | 0.9165 |
59
+ | No log | 0.6154 | 16 | 0.7508 | -0.0069 | 0.7508 | 0.8665 |
60
+ | No log | 0.6923 | 18 | 0.7558 | 0.1444 | 0.7558 | 0.8694 |
61
+ | No log | 0.7692 | 20 | 1.0817 | 0.0107 | 1.0817 | 1.0400 |
62
+ | No log | 0.8462 | 22 | 1.0462 | -0.0526 | 1.0462 | 1.0229 |
63
+ | No log | 0.9231 | 24 | 0.8758 | -0.0295 | 0.8758 | 0.9358 |
64
+ | No log | 1.0 | 26 | 0.9619 | 0.0016 | 0.9619 | 0.9808 |
65
+ | No log | 1.0769 | 28 | 1.5279 | 0.0380 | 1.5279 | 1.2361 |
66
+ | No log | 1.1538 | 30 | 1.4758 | 0.0648 | 1.4758 | 1.2148 |
67
+ | No log | 1.2308 | 32 | 0.9413 | -0.0008 | 0.9413 | 0.9702 |
68
+ | No log | 1.3077 | 34 | 0.8620 | -0.1088 | 0.8620 | 0.9284 |
69
+ | No log | 1.3846 | 36 | 0.8875 | -0.0778 | 0.8875 | 0.9421 |
70
+ | No log | 1.4615 | 38 | 1.1423 | 0.0129 | 1.1423 | 1.0688 |
71
+ | No log | 1.5385 | 40 | 0.9366 | -0.0031 | 0.9366 | 0.9678 |
72
+ | No log | 1.6154 | 42 | 0.9098 | -0.0427 | 0.9098 | 0.9538 |
73
+ | No log | 1.6923 | 44 | 0.9416 | -0.0620 | 0.9416 | 0.9704 |
74
+ | No log | 1.7692 | 46 | 0.8799 | -0.0389 | 0.8799 | 0.9381 |
75
+ | No log | 1.8462 | 48 | 0.8697 | 0.0709 | 0.8697 | 0.9326 |
76
+ | No log | 1.9231 | 50 | 0.8662 | 0.1093 | 0.8662 | 0.9307 |
77
+ | No log | 2.0 | 52 | 0.8787 | 0.0257 | 0.8787 | 0.9374 |
78
+ | No log | 2.0769 | 54 | 0.8613 | 0.0257 | 0.8613 | 0.9280 |
79
+ | No log | 2.1538 | 56 | 0.8536 | 0.1050 | 0.8536 | 0.9239 |
80
+ | No log | 2.2308 | 58 | 0.8810 | 0.1539 | 0.8810 | 0.9386 |
81
+ | No log | 2.3077 | 60 | 0.9940 | 0.0722 | 0.9940 | 0.9970 |
82
+ | No log | 2.3846 | 62 | 1.1150 | 0.0499 | 1.1150 | 1.0559 |
83
+ | No log | 2.4615 | 64 | 1.1575 | 0.0569 | 1.1575 | 1.0759 |
84
+ | No log | 2.5385 | 66 | 1.1780 | 0.0980 | 1.1780 | 1.0854 |
85
+ | No log | 2.6154 | 68 | 1.0716 | -0.0204 | 1.0716 | 1.0352 |
86
+ | No log | 2.6923 | 70 | 1.0390 | 0.0294 | 1.0390 | 1.0193 |
87
+ | No log | 2.7692 | 72 | 0.9675 | 0.0483 | 0.9675 | 0.9836 |
88
+ | No log | 2.8462 | 74 | 0.9488 | 0.0641 | 0.9488 | 0.9741 |
89
+ | No log | 2.9231 | 76 | 0.8934 | 0.1558 | 0.8934 | 0.9452 |
90
+ | No log | 3.0 | 78 | 1.0468 | 0.0895 | 1.0468 | 1.0231 |
91
+ | No log | 3.0769 | 80 | 0.9820 | 0.1452 | 0.9820 | 0.9909 |
92
+ | No log | 3.1538 | 82 | 0.9849 | -0.0119 | 0.9849 | 0.9924 |
93
+ | No log | 3.2308 | 84 | 1.0104 | 0.0214 | 1.0104 | 1.0052 |
94
+ | No log | 3.3077 | 86 | 1.0175 | 0.1051 | 1.0175 | 1.0087 |
95
+ | No log | 3.3846 | 88 | 1.0523 | 0.0121 | 1.0523 | 1.0258 |
96
+ | No log | 3.4615 | 90 | 1.4283 | -0.0256 | 1.4283 | 1.1951 |
97
+ | No log | 3.5385 | 92 | 1.5192 | 0.0056 | 1.5192 | 1.2326 |
98
+ | No log | 3.6154 | 94 | 1.1066 | 0.1353 | 1.1066 | 1.0519 |
99
+ | No log | 3.6923 | 96 | 0.9244 | 0.1509 | 0.9244 | 0.9615 |
100
+ | No log | 3.7692 | 98 | 0.8835 | 0.1903 | 0.8835 | 0.9400 |
101
+ | No log | 3.8462 | 100 | 0.8695 | 0.1922 | 0.8695 | 0.9324 |
102
+ | No log | 3.9231 | 102 | 0.8253 | 0.1617 | 0.8253 | 0.9085 |
103
+ | No log | 4.0 | 104 | 0.8141 | 0.0898 | 0.8141 | 0.9023 |
104
+ | No log | 4.0769 | 106 | 0.7970 | 0.1236 | 0.7970 | 0.8928 |
105
+ | No log | 4.1538 | 108 | 0.8456 | 0.1263 | 0.8456 | 0.9196 |
106
+ | No log | 4.2308 | 110 | 1.0114 | 0.0952 | 1.0114 | 1.0057 |
107
+ | No log | 4.3077 | 112 | 1.0164 | 0.0498 | 1.0164 | 1.0082 |
108
+ | No log | 4.3846 | 114 | 1.2041 | 0.1375 | 1.2041 | 1.0973 |
109
+ | No log | 4.4615 | 116 | 1.1323 | 0.1192 | 1.1323 | 1.0641 |
110
+ | No log | 4.5385 | 118 | 1.1024 | 0.0546 | 1.1024 | 1.0500 |
111
+ | No log | 4.6154 | 120 | 1.0265 | 0.0215 | 1.0265 | 1.0132 |
112
+ | No log | 4.6923 | 122 | 0.9993 | 0.0569 | 0.9993 | 0.9996 |
113
+ | No log | 4.7692 | 124 | 0.9048 | 0.1509 | 0.9048 | 0.9512 |
114
+ | No log | 4.8462 | 126 | 0.8591 | 0.1500 | 0.8591 | 0.9269 |
115
+ | No log | 4.9231 | 128 | 0.9546 | 0.1042 | 0.9546 | 0.9770 |
116
+ | No log | 5.0 | 130 | 0.9664 | 0.1363 | 0.9664 | 0.9830 |
117
+ | No log | 5.0769 | 132 | 0.8276 | 0.1259 | 0.8276 | 0.9097 |
118
+ | No log | 5.1538 | 134 | 0.9022 | 0.0562 | 0.9022 | 0.9498 |
119
+ | No log | 5.2308 | 136 | 0.8877 | -0.0171 | 0.8877 | 0.9422 |
120
+ | No log | 5.3077 | 138 | 1.0439 | 0.0587 | 1.0439 | 1.0217 |
121
+ | No log | 5.3846 | 140 | 1.4073 | 0.0026 | 1.4073 | 1.1863 |
122
+ | No log | 5.4615 | 142 | 1.3559 | -0.0035 | 1.3559 | 1.1644 |
123
+ | No log | 5.5385 | 144 | 1.0281 | 0.1857 | 1.0281 | 1.0140 |
124
+ | No log | 5.6154 | 146 | 1.0045 | 0.0637 | 1.0045 | 1.0022 |
125
+ | No log | 5.6923 | 148 | 0.9339 | 0.1546 | 0.9339 | 0.9664 |
126
+ | No log | 5.7692 | 150 | 0.9151 | 0.1581 | 0.9151 | 0.9566 |
127
+ | No log | 5.8462 | 152 | 0.9776 | 0.1220 | 0.9776 | 0.9887 |
128
+ | No log | 5.9231 | 154 | 0.9424 | 0.1237 | 0.9424 | 0.9708 |
129
+ | No log | 6.0 | 156 | 0.9236 | 0.1887 | 0.9236 | 0.9610 |
130
+ | No log | 6.0769 | 158 | 0.9417 | 0.0226 | 0.9417 | 0.9704 |
131
+ | No log | 6.1538 | 160 | 0.8928 | 0.0214 | 0.8928 | 0.9449 |
132
+ | No log | 6.2308 | 162 | 0.8314 | 0.0749 | 0.8314 | 0.9118 |
133
+ | No log | 6.3077 | 164 | 0.7784 | 0.2087 | 0.7784 | 0.8823 |
134
+ | No log | 6.3846 | 166 | 0.8239 | 0.1991 | 0.8239 | 0.9077 |
135
+ | No log | 6.4615 | 168 | 0.9041 | 0.1701 | 0.9041 | 0.9508 |
136
+ | No log | 6.5385 | 170 | 0.8915 | 0.2776 | 0.8915 | 0.9442 |
137
+ | No log | 6.6154 | 172 | 1.0189 | 0.0974 | 1.0189 | 1.0094 |
138
+ | No log | 6.6923 | 174 | 0.8982 | 0.2430 | 0.8982 | 0.9477 |
139
+ | No log | 6.7692 | 176 | 0.8590 | 0.1539 | 0.8590 | 0.9268 |
140
+ | No log | 6.8462 | 178 | 0.9142 | 0.1422 | 0.9142 | 0.9561 |
141
+ | No log | 6.9231 | 180 | 0.8570 | 0.1539 | 0.8570 | 0.9257 |
142
+ | No log | 7.0 | 182 | 0.9482 | 0.0635 | 0.9482 | 0.9738 |
143
+ | No log | 7.0769 | 184 | 0.9599 | 0.0703 | 0.9599 | 0.9797 |
144
+ | No log | 7.1538 | 186 | 0.8656 | 0.1960 | 0.8656 | 0.9304 |
145
+ | No log | 7.2308 | 188 | 0.8491 | 0.1983 | 0.8491 | 0.9215 |
146
+ | No log | 7.3077 | 190 | 0.8546 | 0.1575 | 0.8546 | 0.9244 |
147
+ | No log | 7.3846 | 192 | 1.0230 | 0.0458 | 1.0230 | 1.0114 |
148
+ | No log | 7.4615 | 194 | 0.9316 | 0.0606 | 0.9316 | 0.9652 |
149
+ | No log | 7.5385 | 196 | 0.9156 | 0.1648 | 0.9156 | 0.9569 |
150
+ | No log | 7.6154 | 198 | 1.0611 | 0.0175 | 1.0611 | 1.0301 |
151
+ | No log | 7.6923 | 200 | 0.9256 | 0.1495 | 0.9256 | 0.9621 |
152
+ | No log | 7.7692 | 202 | 0.9225 | 0.0970 | 0.9225 | 0.9605 |
153
+ | No log | 7.8462 | 204 | 1.0074 | 0.0501 | 1.0074 | 1.0037 |
154
+ | No log | 7.9231 | 206 | 0.9099 | 0.0353 | 0.9099 | 0.9539 |
155
+ | No log | 8.0 | 208 | 0.8813 | 0.1901 | 0.8813 | 0.9388 |
156
+ | No log | 8.0769 | 210 | 1.1097 | 0.0616 | 1.1097 | 1.0534 |
157
+ | No log | 8.1538 | 212 | 1.0432 | 0.0413 | 1.0432 | 1.0214 |
158
+ | No log | 8.2308 | 214 | 0.8909 | 0.1093 | 0.8909 | 0.9439 |
159
+ | No log | 8.3077 | 216 | 0.9256 | 0.0871 | 0.9256 | 0.9621 |
160
+ | No log | 8.3846 | 218 | 0.9412 | 0.0871 | 0.9412 | 0.9702 |
161
+ | No log | 8.4615 | 220 | 0.9377 | 0.1604 | 0.9377 | 0.9683 |
162
+ | No log | 8.5385 | 222 | 1.0075 | 0.0257 | 1.0075 | 1.0038 |
163
+ | No log | 8.6154 | 224 | 0.9296 | -0.0373 | 0.9296 | 0.9642 |
164
+ | No log | 8.6923 | 226 | 0.8422 | 0.1604 | 0.8422 | 0.9177 |
165
+ | No log | 8.7692 | 228 | 0.9254 | 0.0615 | 0.9254 | 0.9620 |
166
+ | No log | 8.8462 | 230 | 0.9263 | 0.0623 | 0.9263 | 0.9624 |
167
+ | No log | 8.9231 | 232 | 0.8193 | 0.1942 | 0.8193 | 0.9051 |
168
+ | No log | 9.0 | 234 | 0.9192 | 0.1301 | 0.9192 | 0.9587 |
169
+ | No log | 9.0769 | 236 | 1.1442 | 0.1086 | 1.1442 | 1.0697 |
170
+ | No log | 9.1538 | 238 | 1.0570 | 0.1144 | 1.0570 | 1.0281 |
171
+ | No log | 9.2308 | 240 | 0.8766 | 0.0627 | 0.8766 | 0.9363 |
172
+ | No log | 9.3077 | 242 | 0.9282 | 0.1162 | 0.9282 | 0.9634 |
173
+ | No log | 9.3846 | 244 | 0.9955 | 0.0885 | 0.9955 | 0.9977 |
174
+ | No log | 9.4615 | 246 | 0.9188 | 0.0860 | 0.9188 | 0.9585 |
175
+ | No log | 9.5385 | 248 | 0.8442 | 0.2353 | 0.8442 | 0.9188 |
176
+ | No log | 9.6154 | 250 | 0.9129 | 0.1003 | 0.9129 | 0.9555 |
177
+ | No log | 9.6923 | 252 | 0.9203 | 0.0842 | 0.9203 | 0.9593 |
178
+ | No log | 9.7692 | 254 | 0.9013 | 0.1834 | 0.9013 | 0.9494 |
179
+ | No log | 9.8462 | 256 | 0.9910 | 0.1159 | 0.9910 | 0.9955 |
180
+ | No log | 9.9231 | 258 | 0.9811 | 0.1122 | 0.9811 | 0.9905 |
181
+ | No log | 10.0 | 260 | 0.9491 | 0.0417 | 0.9491 | 0.9742 |
182
+ | No log | 10.0769 | 262 | 0.8898 | 0.1176 | 0.8898 | 0.9433 |
183
+ | No log | 10.1538 | 264 | 0.8468 | 0.0600 | 0.8468 | 0.9202 |
184
+ | No log | 10.2308 | 266 | 0.8148 | 0.0723 | 0.8148 | 0.9026 |
185
+ | No log | 10.3077 | 268 | 0.7934 | 0.0869 | 0.7934 | 0.8907 |
186
+ | No log | 10.3846 | 270 | 0.8193 | 0.1304 | 0.8193 | 0.9052 |
187
+ | No log | 10.4615 | 272 | 0.9043 | 0.0091 | 0.9043 | 0.9509 |
188
+ | No log | 10.5385 | 274 | 0.9279 | 0.0432 | 0.9279 | 0.9633 |
189
+ | No log | 10.6154 | 276 | 0.8933 | 0.0977 | 0.8933 | 0.9452 |
190
+ | No log | 10.6923 | 278 | 0.8707 | 0.2264 | 0.8707 | 0.9331 |
191
+ | No log | 10.7692 | 280 | 0.8489 | 0.1846 | 0.8489 | 0.9214 |
192
+ | No log | 10.8462 | 282 | 0.8312 | 0.1979 | 0.8312 | 0.9117 |
193
+ | No log | 10.9231 | 284 | 0.8231 | 0.1687 | 0.8231 | 0.9072 |
194
+ | No log | 11.0 | 286 | 0.8549 | 0.0154 | 0.8549 | 0.9246 |
195
+ | No log | 11.0769 | 288 | 0.8974 | 0.0973 | 0.8974 | 0.9473 |
196
+ | No log | 11.1538 | 290 | 0.9102 | 0.0716 | 0.9102 | 0.9541 |
197
+ | No log | 11.2308 | 292 | 0.8835 | 0.0774 | 0.8835 | 0.9400 |
198
+ | No log | 11.3077 | 294 | 0.8566 | 0.1006 | 0.8566 | 0.9255 |
199
+ | No log | 11.3846 | 296 | 0.8374 | 0.0152 | 0.8374 | 0.9151 |
200
+ | No log | 11.4615 | 298 | 0.8238 | -0.0274 | 0.8238 | 0.9076 |
201
+ | No log | 11.5385 | 300 | 0.8055 | 0.1196 | 0.8055 | 0.8975 |
202
+ | No log | 11.6154 | 302 | 0.8071 | 0.0214 | 0.8071 | 0.8984 |
203
+ | No log | 11.6923 | 304 | 0.8071 | 0.0723 | 0.8071 | 0.8984 |
204
+ | No log | 11.7692 | 306 | 0.8459 | 0.2511 | 0.8459 | 0.9197 |
205
+ | No log | 11.8462 | 308 | 0.9065 | 0.1906 | 0.9065 | 0.9521 |
206
+ | No log | 11.9231 | 310 | 0.9717 | 0.0893 | 0.9717 | 0.9858 |
207
+ | No log | 12.0 | 312 | 0.9836 | 0.1432 | 0.9836 | 0.9918 |
208
+ | No log | 12.0769 | 314 | 0.9862 | 0.1724 | 0.9862 | 0.9931 |
209
+ | No log | 12.1538 | 316 | 0.9516 | 0.1789 | 0.9516 | 0.9755 |
210
+ | No log | 12.2308 | 318 | 0.9803 | 0.1259 | 0.9803 | 0.9901 |
211
+ | No log | 12.3077 | 320 | 0.8806 | 0.1203 | 0.8806 | 0.9384 |
212
+ | No log | 12.3846 | 322 | 0.8074 | 0.0741 | 0.8074 | 0.8986 |
213
+ | No log | 12.4615 | 324 | 0.7986 | 0.1899 | 0.7986 | 0.8936 |
214
+ | No log | 12.5385 | 326 | 0.7518 | 0.1565 | 0.7518 | 0.8671 |
215
+ | No log | 12.6154 | 328 | 0.7263 | 0.0814 | 0.7263 | 0.8522 |
216
+ | No log | 12.6923 | 330 | 0.7358 | 0.0814 | 0.7358 | 0.8578 |
217
+ | No log | 12.7692 | 332 | 0.7618 | 0.0338 | 0.7618 | 0.8728 |
218
+ | No log | 12.8462 | 334 | 0.7982 | 0.0289 | 0.7982 | 0.8934 |
219
+ | No log | 12.9231 | 336 | 0.8498 | 0.1050 | 0.8498 | 0.9218 |
220
+ | No log | 13.0 | 338 | 0.9392 | 0.0715 | 0.9392 | 0.9691 |
221
+ | No log | 13.0769 | 340 | 0.9637 | 0.1254 | 0.9637 | 0.9817 |
222
+ | No log | 13.1538 | 342 | 0.9301 | 0.0378 | 0.9301 | 0.9644 |
223
+ | No log | 13.2308 | 344 | 0.8684 | 0.1140 | 0.8684 | 0.9319 |
224
+ | No log | 13.3077 | 346 | 0.8479 | 0.1823 | 0.8479 | 0.9208 |
225
+ | No log | 13.3846 | 348 | 0.8921 | 0.1006 | 0.8921 | 0.9445 |
226
+ | No log | 13.4615 | 350 | 0.8429 | 0.1379 | 0.8429 | 0.9181 |
227
+ | No log | 13.5385 | 352 | 0.8229 | 0.1720 | 0.8229 | 0.9071 |
228
+ | No log | 13.6154 | 354 | 0.8511 | 0.1723 | 0.8511 | 0.9225 |
229
+ | No log | 13.6923 | 356 | 0.8734 | 0.0966 | 0.8734 | 0.9345 |
230
+ | No log | 13.7692 | 358 | 0.8764 | 0.0966 | 0.8764 | 0.9362 |
231
+ | No log | 13.8462 | 360 | 0.8717 | 0.1463 | 0.8717 | 0.9336 |
232
+ | No log | 13.9231 | 362 | 0.8614 | 0.1463 | 0.8614 | 0.9281 |
233
+ | No log | 14.0 | 364 | 0.8813 | 0.1500 | 0.8813 | 0.9388 |
234
+ | No log | 14.0769 | 366 | 0.8930 | 0.1130 | 0.8930 | 0.9450 |
235
+ | No log | 14.1538 | 368 | 0.8701 | 0.1379 | 0.8701 | 0.9328 |
236
+ | No log | 14.2308 | 370 | 0.8869 | 0.0407 | 0.8869 | 0.9417 |
237
+ | No log | 14.3077 | 372 | 0.8361 | 0.0123 | 0.8361 | 0.9144 |
238
+ | No log | 14.3846 | 374 | 0.8166 | 0.1569 | 0.8166 | 0.9037 |
239
+ | No log | 14.4615 | 376 | 0.9337 | 0.0701 | 0.9337 | 0.9663 |
240
+ | No log | 14.5385 | 378 | 0.9561 | 0.0707 | 0.9561 | 0.9778 |
241
+ | No log | 14.6154 | 380 | 0.9133 | 0.0900 | 0.9133 | 0.9557 |
242
+ | No log | 14.6923 | 382 | 0.9168 | 0.1935 | 0.9168 | 0.9575 |
243
+ | No log | 14.7692 | 384 | 0.9160 | 0.2349 | 0.9160 | 0.9571 |
244
+ | No log | 14.8462 | 386 | 0.9180 | 0.1161 | 0.9180 | 0.9581 |
245
+ | No log | 14.9231 | 388 | 0.8996 | 0.0334 | 0.8996 | 0.9485 |
246
+ | No log | 15.0 | 390 | 0.8606 | -0.0149 | 0.8606 | 0.9277 |
247
+ | No log | 15.0769 | 392 | 0.8270 | 0.0226 | 0.8270 | 0.9094 |
248
+ | No log | 15.1538 | 394 | 0.8187 | 0.1495 | 0.8187 | 0.9048 |
249
+ | No log | 15.2308 | 396 | 0.8356 | 0.0227 | 0.8356 | 0.9141 |
250
+ | No log | 15.3077 | 398 | 0.8559 | 0.1424 | 0.8559 | 0.9252 |
251
+ | No log | 15.3846 | 400 | 0.8276 | 0.1424 | 0.8276 | 0.9097 |
252
+ | No log | 15.4615 | 402 | 0.8098 | 0.1050 | 0.8098 | 0.8999 |
253
+ | No log | 15.5385 | 404 | 0.8100 | 0.1050 | 0.8100 | 0.9000 |
254
+ | No log | 15.6154 | 406 | 0.7986 | 0.0688 | 0.7986 | 0.8936 |
255
+ | No log | 15.6923 | 408 | 0.7993 | 0.1189 | 0.7993 | 0.8940 |
256
+ | No log | 15.7692 | 410 | 0.8539 | 0.2057 | 0.8539 | 0.9241 |
257
+ | No log | 15.8462 | 412 | 0.8773 | 0.2036 | 0.8773 | 0.9367 |
258
+ | No log | 15.9231 | 414 | 0.8554 | 0.1143 | 0.8554 | 0.9249 |
259
+ | No log | 16.0 | 416 | 0.9071 | 0.0920 | 0.9071 | 0.9524 |
260
+ | No log | 16.0769 | 418 | 0.9126 | 0.0884 | 0.9126 | 0.9553 |
261
+ | No log | 16.1538 | 420 | 0.8866 | 0.1006 | 0.8866 | 0.9416 |
262
+ | No log | 16.2308 | 422 | 0.8841 | 0.1623 | 0.8841 | 0.9403 |
263
+ | No log | 16.3077 | 424 | 0.9301 | 0.0903 | 0.9301 | 0.9644 |
264
+ | No log | 16.3846 | 426 | 0.9095 | 0.0890 | 0.9095 | 0.9537 |
265
+ | No log | 16.4615 | 428 | 0.8823 | 0.1538 | 0.8823 | 0.9393 |
266
+ | No log | 16.5385 | 430 | 0.8724 | 0.1923 | 0.8724 | 0.9340 |
267
+ | No log | 16.6154 | 432 | 0.8929 | 0.1538 | 0.8929 | 0.9449 |
268
+ | No log | 16.6923 | 434 | 0.9201 | 0.1538 | 0.9201 | 0.9592 |
269
+ | No log | 16.7692 | 436 | 0.9131 | 0.2229 | 0.9131 | 0.9556 |
270
+ | No log | 16.8462 | 438 | 0.9044 | 0.0161 | 0.9044 | 0.9510 |
271
+ | No log | 16.9231 | 440 | 0.8846 | 0.1456 | 0.8846 | 0.9405 |
272
+ | No log | 17.0 | 442 | 0.8901 | 0.2353 | 0.8901 | 0.9434 |
273
+ | No log | 17.0769 | 444 | 0.8926 | 0.1548 | 0.8926 | 0.9448 |
274
+ | No log | 17.1538 | 446 | 0.8618 | 0.2353 | 0.8618 | 0.9283 |
275
+ | No log | 17.2308 | 448 | 0.8197 | 0.2024 | 0.8197 | 0.9054 |
276
+ | No log | 17.3077 | 450 | 0.7801 | 0.1144 | 0.7801 | 0.8832 |
277
+ | No log | 17.3846 | 452 | 0.7882 | 0.0600 | 0.7882 | 0.8878 |
278
+ | No log | 17.4615 | 454 | 0.8079 | 0.1048 | 0.8079 | 0.8988 |
279
+ | No log | 17.5385 | 456 | 0.8411 | 0.2169 | 0.8411 | 0.9171 |
280
+ | No log | 17.6154 | 458 | 0.8718 | 0.1531 | 0.8718 | 0.9337 |
281
+ | No log | 17.6923 | 460 | 0.8937 | 0.0747 | 0.8937 | 0.9454 |
282
+ | No log | 17.7692 | 462 | 0.8468 | 0.1228 | 0.8468 | 0.9202 |
283
+ | No log | 17.8462 | 464 | 0.8010 | 0.0741 | 0.8010 | 0.8950 |
284
+ | No log | 17.9231 | 466 | 0.8272 | 0.1660 | 0.8272 | 0.9095 |
285
+ | No log | 18.0 | 468 | 0.8368 | 0.1181 | 0.8368 | 0.9148 |
286
+ | No log | 18.0769 | 470 | 0.8279 | 0.1095 | 0.8279 | 0.9099 |
287
+ | No log | 18.1538 | 472 | 0.8666 | 0.0799 | 0.8666 | 0.9309 |
288
+ | No log | 18.2308 | 474 | 0.8507 | 0.0512 | 0.8507 | 0.9223 |
289
+ | No log | 18.3077 | 476 | 0.8542 | 0.0574 | 0.8542 | 0.9243 |
290
+ | No log | 18.3846 | 478 | 0.8589 | 0.1184 | 0.8589 | 0.9268 |
291
+ | No log | 18.4615 | 480 | 0.9122 | 0.0909 | 0.9122 | 0.9551 |
292
+ | No log | 18.5385 | 482 | 0.8826 | 0.1941 | 0.8826 | 0.9395 |
293
+ | No log | 18.6154 | 484 | 0.8330 | 0.0749 | 0.8330 | 0.9127 |
294
+ | No log | 18.6923 | 486 | 0.8793 | 0.0769 | 0.8793 | 0.9377 |
295
+ | No log | 18.7692 | 488 | 0.9331 | 0.1027 | 0.9331 | 0.9660 |
296
+ | No log | 18.8462 | 490 | 0.8892 | 0.1065 | 0.8892 | 0.9430 |
297
+ | No log | 18.9231 | 492 | 0.8126 | 0.0913 | 0.8126 | 0.9015 |
298
+ | No log | 19.0 | 494 | 0.7833 | 0.0680 | 0.7833 | 0.8850 |
299
+ | No log | 19.0769 | 496 | 0.8360 | 0.1633 | 0.8360 | 0.9143 |
300
+ | No log | 19.1538 | 498 | 0.8764 | 0.1842 | 0.8764 | 0.9362 |
301
+ | 0.2503 | 19.2308 | 500 | 0.8837 | 0.2310 | 0.8837 | 0.9401 |
302
+ | 0.2503 | 19.3077 | 502 | 0.9535 | 0.0644 | 0.9535 | 0.9765 |
303
+ | 0.2503 | 19.3846 | 504 | 1.0329 | 0.0701 | 1.0329 | 1.0163 |
304
+ | 0.2503 | 19.4615 | 506 | 0.9569 | 0.1146 | 0.9569 | 0.9782 |
305
+ | 0.2503 | 19.5385 | 508 | 0.8430 | 0.1006 | 0.8430 | 0.9182 |
306
+ | 0.2503 | 19.6154 | 510 | 0.8791 | 0.1537 | 0.8791 | 0.9376 |
307
 
308
 
309
  ### Framework versions