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ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k9_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_FineTuningAraBERT_run1_AugV5_k8_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_FineTuningAraBERT_run1_AugV5_k8_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: 0.9318
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- - Qwk: -0.0339
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- - Mse: 0.9318
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- - Rmse: 0.9653
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  ## Model description
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@@ -49,261 +49,285 @@ 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 | 0.0870 | 2 | 3.6212 | 0.0035 | 3.6212 | 1.9029 |
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- | No log | 0.1739 | 4 | 1.7889 | 0.0737 | 1.7889 | 1.3375 |
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- | No log | 0.2609 | 6 | 1.3489 | -0.0215 | 1.3489 | 1.1614 |
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- | No log | 0.3478 | 8 | 2.2428 | -0.0113 | 2.2428 | 1.4976 |
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- | No log | 0.4348 | 10 | 2.0145 | 0.0235 | 2.0145 | 1.4193 |
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- | No log | 0.5217 | 12 | 1.4285 | 0.0 | 1.4285 | 1.1952 |
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- | No log | 0.6087 | 14 | 1.2384 | 0.0 | 1.2384 | 1.1128 |
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- | No log | 0.6957 | 16 | 0.8800 | 0.0515 | 0.8800 | 0.9381 |
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- | No log | 0.7826 | 18 | 0.8095 | -0.0331 | 0.8095 | 0.8997 |
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- | No log | 0.8696 | 20 | 0.8433 | -0.0033 | 0.8433 | 0.9183 |
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- | No log | 0.9565 | 22 | 0.9599 | -0.0628 | 0.9599 | 0.9797 |
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- | No log | 1.0435 | 24 | 0.9210 | -0.0909 | 0.9210 | 0.9597 |
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- | No log | 1.1304 | 26 | 1.0419 | 0.0026 | 1.0419 | 1.0207 |
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- | No log | 1.2174 | 28 | 0.9926 | -0.0916 | 0.9927 | 0.9963 |
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- | No log | 1.3043 | 30 | 1.0815 | -0.0571 | 1.0815 | 1.0400 |
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- | No log | 1.3913 | 32 | 1.2557 | 0.0401 | 1.2557 | 1.1206 |
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- | No log | 1.4783 | 34 | 1.5538 | -0.0247 | 1.5538 | 1.2465 |
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- | No log | 1.5652 | 36 | 2.5734 | -0.0318 | 2.5734 | 1.6042 |
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- | No log | 1.6522 | 38 | 2.6665 | -0.0030 | 2.6665 | 1.6329 |
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- | No log | 1.7391 | 40 | 2.0046 | 0.0 | 2.0046 | 1.4158 |
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- | No log | 1.8261 | 42 | 1.4004 | 0.0 | 1.4004 | 1.1834 |
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- | No log | 1.9130 | 44 | 1.0037 | 0.0 | 1.0037 | 1.0019 |
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- | No log | 2.0 | 46 | 0.8893 | 0.1374 | 0.8893 | 0.9430 |
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- | No log | 2.0870 | 48 | 0.9245 | 0.0596 | 0.9245 | 0.9615 |
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- | No log | 2.1739 | 50 | 1.3093 | 0.0 | 1.3093 | 1.1442 |
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- | No log | 2.2609 | 52 | 1.4849 | 0.0 | 1.4849 | 1.2185 |
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- | No log | 2.3478 | 54 | 1.1258 | 0.0016 | 1.1258 | 1.0610 |
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- | No log | 2.4348 | 56 | 0.7550 | -0.0725 | 0.7550 | 0.8689 |
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- | No log | 2.5217 | 58 | 0.7208 | -0.1795 | 0.7208 | 0.8490 |
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- | No log | 2.6087 | 60 | 0.8373 | -0.1255 | 0.8373 | 0.9150 |
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- | No log | 2.6957 | 62 | 1.0336 | 0.0238 | 1.0336 | 1.0167 |
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- | No log | 2.7826 | 64 | 1.0134 | -0.0359 | 1.0134 | 1.0067 |
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- | No log | 2.8696 | 66 | 0.9683 | 0.0305 | 0.9683 | 0.9840 |
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- | No log | 2.9565 | 68 | 0.8050 | -0.0371 | 0.8050 | 0.8972 |
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- | No log | 3.0435 | 70 | 0.7519 | 0.0 | 0.7519 | 0.8671 |
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- | No log | 3.1304 | 72 | 0.7979 | 0.0 | 0.7979 | 0.8932 |
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- | No log | 3.2174 | 74 | 0.7412 | -0.0626 | 0.7412 | 0.8609 |
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- | No log | 3.3043 | 76 | 0.9539 | 0.0111 | 0.9539 | 0.9767 |
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- | No log | 3.3913 | 78 | 1.3607 | 0.0912 | 1.3607 | 1.1665 |
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- | No log | 3.4783 | 80 | 1.1116 | -0.0013 | 1.1116 | 1.0543 |
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- | No log | 3.5652 | 82 | 0.8019 | -0.0766 | 0.8019 | 0.8955 |
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- | No log | 3.6522 | 84 | 0.7711 | -0.0739 | 0.7711 | 0.8781 |
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- | No log | 3.7391 | 86 | 0.8001 | -0.0766 | 0.8001 | 0.8945 |
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- | No log | 3.8261 | 88 | 0.9295 | -0.0391 | 0.9295 | 0.9641 |
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- | No log | 3.9130 | 90 | 1.1742 | 0.0300 | 1.1742 | 1.0836 |
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- | No log | 4.0 | 92 | 1.1289 | 0.0666 | 1.1289 | 1.0625 |
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- | No log | 4.0870 | 94 | 0.8678 | -0.0218 | 0.8678 | 0.9316 |
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- | No log | 4.1739 | 96 | 0.9309 | 0.0748 | 0.9309 | 0.9648 |
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- | No log | 4.2609 | 98 | 0.9229 | 0.0307 | 0.9229 | 0.9607 |
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- | No log | 4.3478 | 100 | 0.8741 | -0.0132 | 0.8741 | 0.9350 |
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- | No log | 4.4348 | 102 | 1.0929 | -0.0187 | 1.0929 | 1.0454 |
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- | No log | 4.5217 | 104 | 1.0422 | -0.0870 | 1.0422 | 1.0209 |
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- | No log | 4.6087 | 106 | 0.8898 | -0.0734 | 0.8898 | 0.9433 |
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- | No log | 4.6957 | 108 | 0.9725 | 0.0154 | 0.9725 | 0.9862 |
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- | No log | 4.7826 | 110 | 0.9445 | 0.0101 | 0.9445 | 0.9719 |
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- | No log | 4.8696 | 112 | 0.9061 | 0.0265 | 0.9061 | 0.9519 |
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- | No log | 4.9565 | 114 | 1.2159 | 0.0367 | 1.2159 | 1.1027 |
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- | No log | 5.0435 | 116 | 1.3139 | 0.0312 | 1.3139 | 1.1463 |
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- | No log | 5.1304 | 118 | 1.0880 | -0.0163 | 1.0880 | 1.0431 |
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- | No log | 5.2174 | 120 | 0.9286 | 0.0725 | 0.9286 | 0.9636 |
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- | No log | 5.3043 | 122 | 0.9320 | -0.0256 | 0.9320 | 0.9654 |
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- | No log | 5.3913 | 124 | 0.9200 | 0.0741 | 0.9200 | 0.9592 |
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- | No log | 5.4783 | 126 | 0.9515 | -0.0262 | 0.9515 | 0.9755 |
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- | No log | 5.5652 | 128 | 1.0287 | -0.0056 | 1.0287 | 1.0143 |
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- | No log | 5.6522 | 130 | 0.9680 | -0.0812 | 0.9680 | 0.9839 |
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- | No log | 5.7391 | 132 | 0.8830 | 0.0840 | 0.8830 | 0.9397 |
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- | No log | 5.8261 | 134 | 0.9035 | 0.0757 | 0.9035 | 0.9505 |
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- | No log | 5.9130 | 136 | 0.8872 | 0.0798 | 0.8872 | 0.9419 |
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- | No log | 6.0 | 138 | 0.9132 | -0.0262 | 0.9132 | 0.9556 |
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- | No log | 6.0870 | 140 | 0.8792 | 0.0717 | 0.8792 | 0.9376 |
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- | No log | 6.1739 | 142 | 0.8709 | 0.0922 | 0.8709 | 0.9332 |
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- | No log | 6.2609 | 144 | 0.8538 | 0.2382 | 0.8538 | 0.9240 |
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- | No log | 6.3478 | 146 | 0.9235 | -0.0295 | 0.9235 | 0.9610 |
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- | No log | 6.4348 | 148 | 0.8988 | 0.0123 | 0.8988 | 0.9480 |
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- | No log | 6.5217 | 150 | 0.8067 | -0.0218 | 0.8067 | 0.8982 |
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- | No log | 6.6087 | 152 | 0.8053 | -0.0218 | 0.8053 | 0.8974 |
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- | No log | 6.6957 | 154 | 0.8103 | -0.0218 | 0.8103 | 0.9002 |
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- | No log | 6.7826 | 156 | 0.8295 | 0.1228 | 0.8295 | 0.9108 |
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- | No log | 6.8696 | 158 | 0.9546 | 0.0146 | 0.9546 | 0.9771 |
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- | No log | 6.9565 | 160 | 1.6672 | 0.0455 | 1.6672 | 1.2912 |
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- | No log | 7.0435 | 162 | 2.1888 | 0.0442 | 2.1888 | 1.4795 |
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- | No log | 7.1304 | 164 | 1.7845 | 0.0013 | 1.7845 | 1.3359 |
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- | No log | 7.2174 | 166 | 1.1720 | -0.1121 | 1.1720 | 1.0826 |
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- | No log | 7.3043 | 168 | 0.8510 | -0.1524 | 0.8510 | 0.9225 |
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- | No log | 7.3913 | 170 | 0.8100 | -0.0976 | 0.8100 | 0.9000 |
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- | No log | 7.4783 | 172 | 0.7811 | -0.0204 | 0.7811 | 0.8838 |
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- | No log | 7.5652 | 174 | 0.9316 | 0.0377 | 0.9316 | 0.9652 |
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- | No log | 7.6522 | 176 | 1.1077 | -0.0260 | 1.1077 | 1.0525 |
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- | No log | 7.7391 | 178 | 1.0031 | -0.0424 | 1.0031 | 1.0015 |
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- | No log | 7.8261 | 180 | 0.9136 | 0.1132 | 0.9136 | 0.9558 |
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- | No log | 7.9130 | 182 | 0.9567 | 0.1924 | 0.9567 | 0.9781 |
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- | No log | 8.0 | 184 | 0.9751 | 0.1051 | 0.9751 | 0.9875 |
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- | No log | 8.0870 | 186 | 1.2255 | 0.0827 | 1.2255 | 1.1070 |
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- | No log | 8.1739 | 188 | 1.3095 | 0.1030 | 1.3095 | 1.1443 |
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- | No log | 8.2609 | 190 | 1.1899 | 0.0421 | 1.1899 | 1.0908 |
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- | No log | 8.3478 | 192 | 1.0328 | -0.0595 | 1.0328 | 1.0163 |
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- | No log | 8.4348 | 194 | 0.9221 | 0.0134 | 0.9221 | 0.9603 |
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- | No log | 8.5217 | 196 | 0.8606 | -0.0426 | 0.8606 | 0.9277 |
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- | No log | 8.6087 | 198 | 0.8648 | 0.0282 | 0.8648 | 0.9300 |
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- | No log | 8.6957 | 200 | 0.9268 | 0.0159 | 0.9268 | 0.9627 |
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- | No log | 8.7826 | 202 | 1.0344 | 0.0989 | 1.0344 | 1.0171 |
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- | No log | 8.8696 | 204 | 0.9657 | 0.0504 | 0.9657 | 0.9827 |
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- | No log | 8.9565 | 206 | 0.8472 | 0.0759 | 0.8472 | 0.9204 |
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- | No log | 9.0435 | 208 | 0.8269 | 0.0949 | 0.8269 | 0.9093 |
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- | No log | 9.1304 | 210 | 0.8908 | 0.0307 | 0.8908 | 0.9438 |
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- | No log | 9.2174 | 212 | 0.8504 | 0.0501 | 0.8504 | 0.9222 |
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- | No log | 9.3043 | 214 | 0.9343 | -0.0287 | 0.9343 | 0.9666 |
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- | No log | 9.3913 | 216 | 1.0902 | -0.0071 | 1.0902 | 1.0441 |
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- | No log | 9.4783 | 218 | 1.0560 | -0.1159 | 1.0560 | 1.0276 |
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- | No log | 9.5652 | 220 | 0.9009 | 0.0277 | 0.9009 | 0.9492 |
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- | No log | 9.6522 | 222 | 0.8619 | 0.1277 | 0.8619 | 0.9284 |
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- | No log | 9.7391 | 224 | 0.8502 | 0.0723 | 0.8502 | 0.9221 |
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- | No log | 9.8261 | 226 | 0.9431 | 0.0159 | 0.9431 | 0.9711 |
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- | No log | 9.9130 | 228 | 1.0679 | 0.0377 | 1.0679 | 1.0334 |
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- | No log | 10.0 | 230 | 0.9722 | 0.0129 | 0.9722 | 0.9860 |
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- | No log | 10.0870 | 232 | 0.8895 | -0.0533 | 0.8895 | 0.9431 |
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- | No log | 10.1739 | 234 | 0.9306 | 0.0518 | 0.9306 | 0.9647 |
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- | No log | 10.2609 | 236 | 0.9431 | 0.0196 | 0.9431 | 0.9711 |
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- | No log | 10.3478 | 238 | 0.9004 | -0.0082 | 0.9004 | 0.9489 |
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- | No log | 10.4348 | 240 | 0.8807 | -0.1121 | 0.8807 | 0.9385 |
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- | No log | 10.5217 | 242 | 0.8919 | 0.0191 | 0.8919 | 0.9444 |
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- | No log | 10.6087 | 244 | 0.8642 | 0.0191 | 0.8642 | 0.9296 |
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- | No log | 10.6957 | 246 | 0.8544 | -0.0228 | 0.8544 | 0.9243 |
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- | No log | 10.7826 | 248 | 0.9003 | 0.0159 | 0.9003 | 0.9489 |
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- | No log | 10.8696 | 250 | 1.0864 | 0.0225 | 1.0864 | 1.0423 |
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- | No log | 10.9565 | 252 | 1.1481 | 0.0154 | 1.1481 | 1.0715 |
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- | No log | 11.0435 | 254 | 1.0126 | 0.0091 | 1.0126 | 1.0063 |
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- | No log | 11.1304 | 256 | 0.9096 | -0.1006 | 0.9096 | 0.9537 |
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- | No log | 11.2174 | 258 | 0.8746 | -0.0723 | 0.8746 | 0.9352 |
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- | No log | 11.3043 | 260 | 0.8300 | -0.0113 | 0.8300 | 0.9111 |
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- | No log | 11.3913 | 262 | 0.8167 | -0.0138 | 0.8167 | 0.9037 |
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- | No log | 11.4783 | 264 | 0.8430 | 0.0768 | 0.8430 | 0.9182 |
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- | No log | 11.5652 | 266 | 0.8749 | 0.0768 | 0.8749 | 0.9354 |
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- | No log | 11.6522 | 268 | 0.8584 | 0.0776 | 0.8584 | 0.9265 |
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- | No log | 11.7391 | 270 | 0.8343 | 0.0768 | 0.8343 | 0.9134 |
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- | No log | 11.8261 | 272 | 0.8053 | 0.0768 | 0.8053 | 0.8974 |
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- | No log | 11.9130 | 274 | 0.7906 | 0.0807 | 0.7906 | 0.8891 |
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- | No log | 12.0 | 276 | 0.8481 | 0.0759 | 0.8481 | 0.9209 |
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- | No log | 12.0870 | 278 | 0.8835 | -0.0287 | 0.8835 | 0.9399 |
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- | No log | 12.1739 | 280 | 0.8643 | -0.0054 | 0.8643 | 0.9297 |
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- | No log | 12.2609 | 282 | 0.8590 | 0.0426 | 0.8590 | 0.9268 |
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- | No log | 12.3478 | 284 | 0.8486 | 0.0759 | 0.8486 | 0.9212 |
194
- | No log | 12.4348 | 286 | 0.8736 | -0.0778 | 0.8736 | 0.9346 |
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- | No log | 12.5217 | 288 | 0.8823 | -0.0790 | 0.8823 | 0.9393 |
196
- | No log | 12.6087 | 290 | 0.8469 | -0.0790 | 0.8469 | 0.9203 |
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- | No log | 12.6957 | 292 | 0.8292 | -0.0287 | 0.8292 | 0.9106 |
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- | No log | 12.7826 | 294 | 0.8180 | 0.0723 | 0.8180 | 0.9045 |
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- | No log | 12.8696 | 296 | 0.8426 | -0.0082 | 0.8426 | 0.9179 |
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- | No log | 12.9565 | 298 | 0.8837 | -0.0462 | 0.8837 | 0.9400 |
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- | No log | 13.0435 | 300 | 0.9255 | 0.0441 | 0.9255 | 0.9620 |
202
- | No log | 13.1304 | 302 | 0.9180 | -0.0462 | 0.9180 | 0.9581 |
203
- | No log | 13.2174 | 304 | 0.9037 | -0.0462 | 0.9037 | 0.9506 |
204
- | No log | 13.3043 | 306 | 0.9477 | -0.1394 | 0.9477 | 0.9735 |
205
- | No log | 13.3913 | 308 | 0.9962 | -0.0711 | 0.9962 | 0.9981 |
206
- | No log | 13.4783 | 310 | 1.0017 | -0.0778 | 1.0017 | 1.0008 |
207
- | No log | 13.5652 | 312 | 0.9773 | -0.0778 | 0.9773 | 0.9886 |
208
- | No log | 13.6522 | 314 | 0.9374 | -0.0812 | 0.9374 | 0.9682 |
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- | No log | 13.7391 | 316 | 0.8390 | -0.0264 | 0.8390 | 0.9160 |
210
- | No log | 13.8261 | 318 | 0.8357 | -0.0264 | 0.8357 | 0.9142 |
211
- | No log | 13.9130 | 320 | 0.8226 | -0.0215 | 0.8226 | 0.9070 |
212
- | No log | 14.0 | 322 | 0.8445 | 0.0375 | 0.8445 | 0.9190 |
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- | No log | 14.0870 | 324 | 0.8737 | -0.0628 | 0.8737 | 0.9347 |
214
- | No log | 14.1739 | 326 | 0.9971 | -0.0371 | 0.9971 | 0.9986 |
215
- | No log | 14.2609 | 328 | 1.1004 | -0.0768 | 1.1004 | 1.0490 |
216
- | No log | 14.3478 | 330 | 0.9911 | -0.0767 | 0.9911 | 0.9956 |
217
- | No log | 14.4348 | 332 | 0.9162 | -0.0086 | 0.9162 | 0.9572 |
218
- | No log | 14.5217 | 334 | 0.9527 | -0.0148 | 0.9527 | 0.9761 |
219
- | No log | 14.6087 | 336 | 0.9217 | -0.0193 | 0.9217 | 0.9600 |
220
- | No log | 14.6957 | 338 | 0.8693 | -0.0643 | 0.8693 | 0.9324 |
221
- | No log | 14.7826 | 340 | 1.0302 | 0.0333 | 1.0302 | 1.0150 |
222
- | No log | 14.8696 | 342 | 1.1968 | -0.0870 | 1.1968 | 1.0940 |
223
- | No log | 14.9565 | 344 | 1.1748 | -0.0551 | 1.1748 | 1.0839 |
224
- | No log | 15.0435 | 346 | 1.0644 | 0.0316 | 1.0644 | 1.0317 |
225
- | No log | 15.1304 | 348 | 0.9241 | 0.0043 | 0.9241 | 0.9613 |
226
- | No log | 15.2174 | 350 | 0.9083 | -0.0672 | 0.9083 | 0.9530 |
227
- | No log | 15.3043 | 352 | 0.9184 | -0.0614 | 0.9184 | 0.9584 |
228
- | No log | 15.3913 | 354 | 0.9645 | -0.0630 | 0.9645 | 0.9821 |
229
- | No log | 15.4783 | 356 | 1.0531 | -0.0376 | 1.0531 | 1.0262 |
230
- | No log | 15.5652 | 358 | 1.0105 | -0.1148 | 1.0105 | 1.0052 |
231
- | No log | 15.6522 | 360 | 0.9148 | -0.0656 | 0.9148 | 0.9565 |
232
- | No log | 15.7391 | 362 | 0.8439 | 0.0303 | 0.8439 | 0.9187 |
233
- | No log | 15.8261 | 364 | 0.8140 | 0.0303 | 0.8140 | 0.9022 |
234
- | No log | 15.9130 | 366 | 0.8171 | 0.0303 | 0.8171 | 0.9040 |
235
- | No log | 16.0 | 368 | 0.8283 | 0.0768 | 0.8283 | 0.9101 |
236
- | No log | 16.0870 | 370 | 0.8518 | 0.0759 | 0.8518 | 0.9229 |
237
- | No log | 16.1739 | 372 | 0.8496 | 0.0768 | 0.8496 | 0.9218 |
238
- | No log | 16.2609 | 374 | 0.8508 | 0.0768 | 0.8508 | 0.9224 |
239
- | No log | 16.3478 | 376 | 0.8751 | -0.0138 | 0.8751 | 0.9355 |
240
- | No log | 16.4348 | 378 | 0.8855 | 0.0768 | 0.8855 | 0.9410 |
241
- | No log | 16.5217 | 380 | 0.8692 | 0.0303 | 0.8692 | 0.9323 |
242
- | No log | 16.6087 | 382 | 0.8537 | 0.0303 | 0.8537 | 0.9240 |
243
- | No log | 16.6957 | 384 | 0.8622 | -0.0252 | 0.8622 | 0.9285 |
244
- | No log | 16.7826 | 386 | 0.8896 | -0.0274 | 0.8896 | 0.9432 |
245
- | No log | 16.8696 | 388 | 0.8958 | -0.0672 | 0.8958 | 0.9465 |
246
- | No log | 16.9565 | 390 | 0.9135 | 0.0359 | 0.9135 | 0.9558 |
247
- | No log | 17.0435 | 392 | 0.9115 | -0.0079 | 0.9115 | 0.9547 |
248
- | No log | 17.1304 | 394 | 0.9087 | -0.0672 | 0.9087 | 0.9532 |
249
- | No log | 17.2174 | 396 | 0.8924 | -0.0672 | 0.8924 | 0.9447 |
250
- | No log | 17.3043 | 398 | 0.8682 | -0.0672 | 0.8682 | 0.9318 |
251
- | No log | 17.3913 | 400 | 0.8374 | -0.0658 | 0.8374 | 0.9151 |
252
- | No log | 17.4783 | 402 | 0.8321 | -0.0658 | 0.8321 | 0.9122 |
253
- | No log | 17.5652 | 404 | 0.8612 | -0.0252 | 0.8612 | 0.9280 |
254
- | No log | 17.6522 | 406 | 0.9139 | 0.0129 | 0.9139 | 0.9560 |
255
- | No log | 17.7391 | 408 | 0.9524 | 0.0549 | 0.9524 | 0.9759 |
256
- | No log | 17.8261 | 410 | 0.9282 | 0.0129 | 0.9282 | 0.9634 |
257
- | No log | 17.9130 | 412 | 0.9208 | -0.0287 | 0.9208 | 0.9596 |
258
- | No log | 18.0 | 414 | 0.8991 | -0.0672 | 0.8991 | 0.9482 |
259
- | No log | 18.0870 | 416 | 0.9072 | -0.0718 | 0.9072 | 0.9525 |
260
- | No log | 18.1739 | 418 | 0.9189 | -0.0718 | 0.9189 | 0.9586 |
261
- | No log | 18.2609 | 420 | 0.9111 | -0.0778 | 0.9111 | 0.9545 |
262
- | No log | 18.3478 | 422 | 0.9089 | -0.0778 | 0.9089 | 0.9534 |
263
- | No log | 18.4348 | 424 | 0.8770 | -0.0287 | 0.8770 | 0.9365 |
264
- | No log | 18.5217 | 426 | 0.8794 | -0.0252 | 0.8794 | 0.9377 |
265
- | No log | 18.6087 | 428 | 0.9114 | -0.1521 | 0.9114 | 0.9547 |
266
- | No log | 18.6957 | 430 | 0.9651 | -0.0357 | 0.9651 | 0.9824 |
267
- | No log | 18.7826 | 432 | 1.0051 | 0.0494 | 1.0051 | 1.0025 |
268
- | No log | 18.8696 | 434 | 0.9829 | 0.0049 | 0.9829 | 0.9914 |
269
- | No log | 18.9565 | 436 | 0.9528 | -0.0426 | 0.9528 | 0.9761 |
270
- | No log | 19.0435 | 438 | 0.9600 | -0.1038 | 0.9600 | 0.9798 |
271
- | No log | 19.1304 | 440 | 1.0222 | 0.0363 | 1.0222 | 1.0110 |
272
- | No log | 19.2174 | 442 | 1.0264 | 0.0363 | 1.0264 | 1.0131 |
273
- | No log | 19.3043 | 444 | 0.9475 | 0.0549 | 0.9475 | 0.9734 |
274
- | No log | 19.3913 | 446 | 0.9082 | 0.0123 | 0.9082 | 0.9530 |
275
- | No log | 19.4783 | 448 | 0.9192 | -0.0240 | 0.9192 | 0.9587 |
276
- | No log | 19.5652 | 450 | 0.9199 | -0.1454 | 0.9199 | 0.9591 |
277
- | No log | 19.6522 | 452 | 0.9219 | -0.1454 | 0.9219 | 0.9602 |
278
- | No log | 19.7391 | 454 | 0.9240 | -0.0230 | 0.9240 | 0.9613 |
279
- | No log | 19.8261 | 456 | 0.9342 | 0.0113 | 0.9342 | 0.9666 |
280
- | No log | 19.9130 | 458 | 0.9493 | 0.0504 | 0.9493 | 0.9743 |
281
- | No log | 20.0 | 460 | 0.9171 | 0.0504 | 0.9171 | 0.9576 |
282
- | No log | 20.0870 | 462 | 0.8782 | -0.0178 | 0.8782 | 0.9371 |
283
- | No log | 20.1739 | 464 | 0.8668 | -0.0391 | 0.8668 | 0.9310 |
284
- | No log | 20.2609 | 466 | 0.8540 | -0.0947 | 0.8540 | 0.9241 |
285
- | No log | 20.3478 | 468 | 0.8477 | -0.0195 | 0.8477 | 0.9207 |
286
- | No log | 20.4348 | 470 | 0.8587 | 0.0525 | 0.8587 | 0.9267 |
287
- | No log | 20.5217 | 472 | 0.8761 | 0.0525 | 0.8761 | 0.9360 |
288
- | No log | 20.6087 | 474 | 0.8477 | 0.0639 | 0.8477 | 0.9207 |
289
- | No log | 20.6957 | 476 | 0.8504 | 0.1612 | 0.8504 | 0.9222 |
290
- | No log | 20.7826 | 478 | 0.8755 | -0.0163 | 0.8755 | 0.9357 |
291
- | No log | 20.8696 | 480 | 0.9182 | 0.0327 | 0.9182 | 0.9582 |
292
- | No log | 20.9565 | 482 | 0.9653 | 0.0301 | 0.9653 | 0.9825 |
293
- | No log | 21.0435 | 484 | 1.0251 | -0.0595 | 1.0251 | 1.0125 |
294
- | No log | 21.1304 | 486 | 1.0607 | 0.0316 | 1.0607 | 1.0299 |
295
- | No log | 21.2174 | 488 | 1.0275 | 0.0036 | 1.0275 | 1.0136 |
296
- | No log | 21.3043 | 490 | 0.9308 | 0.0574 | 0.9308 | 0.9648 |
297
- | No log | 21.3913 | 492 | 0.8212 | 0.0303 | 0.8212 | 0.9062 |
298
- | No log | 21.4783 | 494 | 0.7970 | -0.0506 | 0.7970 | 0.8928 |
299
- | No log | 21.5652 | 496 | 0.7728 | -0.0091 | 0.7728 | 0.8791 |
300
- | No log | 21.6522 | 498 | 0.7648 | 0.0863 | 0.7648 | 0.8745 |
301
- | 0.2992 | 21.7391 | 500 | 0.8489 | 0.0588 | 0.8489 | 0.9214 |
302
- | 0.2992 | 21.8261 | 502 | 0.9334 | 0.0424 | 0.9334 | 0.9661 |
303
- | 0.2992 | 21.9130 | 504 | 0.9420 | 0.0490 | 0.9420 | 0.9706 |
304
- | 0.2992 | 22.0 | 506 | 0.9078 | 0.0303 | 0.9078 | 0.9528 |
305
- | 0.2992 | 22.0870 | 508 | 0.9262 | -0.0373 | 0.9262 | 0.9624 |
306
- | 0.2992 | 22.1739 | 510 | 0.9318 | -0.0339 | 0.9318 | 0.9653 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k9_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_FineTuningAraBERT_run1_AugV5_k9_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: 0.9683
19
+ - Qwk: -0.0855
20
+ - Mse: 0.9683
21
+ - Rmse: 0.9840
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0769 | 2 | 3.5915 | -0.0053 | 3.5915 | 1.8951 |
53
+ | No log | 0.1538 | 4 | 1.8903 | 0.0810 | 1.8903 | 1.3749 |
54
+ | No log | 0.2308 | 6 | 1.8124 | 0.0304 | 1.8124 | 1.3462 |
55
+ | No log | 0.3077 | 8 | 1.1491 | -0.0658 | 1.1491 | 1.0720 |
56
+ | No log | 0.3846 | 10 | 1.1910 | -0.0931 | 1.1910 | 1.0913 |
57
+ | No log | 0.4615 | 12 | 0.8592 | 0.0676 | 0.8592 | 0.9269 |
58
+ | No log | 0.5385 | 14 | 0.7360 | 0.0909 | 0.7360 | 0.8579 |
59
+ | No log | 0.6154 | 16 | 0.7420 | 0.0416 | 0.7420 | 0.8614 |
60
+ | No log | 0.6923 | 18 | 0.8631 | 0.0316 | 0.8631 | 0.9290 |
61
+ | No log | 0.7692 | 20 | 0.9048 | 0.0873 | 0.9048 | 0.9512 |
62
+ | No log | 0.8462 | 22 | 0.7461 | 0.0296 | 0.7461 | 0.8638 |
63
+ | No log | 0.9231 | 24 | 0.6739 | -0.0035 | 0.6739 | 0.8209 |
64
+ | No log | 1.0 | 26 | 0.8077 | 0.1097 | 0.8077 | 0.8987 |
65
+ | No log | 1.0769 | 28 | 1.7620 | -0.0497 | 1.7620 | 1.3274 |
66
+ | No log | 1.1538 | 30 | 1.2722 | -0.0500 | 1.2722 | 1.1279 |
67
+ | No log | 1.2308 | 32 | 0.8123 | -0.0240 | 0.8123 | 0.9013 |
68
+ | No log | 1.3077 | 34 | 0.7968 | -0.0753 | 0.7968 | 0.8926 |
69
+ | No log | 1.3846 | 36 | 0.6846 | 0.0 | 0.6846 | 0.8274 |
70
+ | No log | 1.4615 | 38 | 0.6912 | 0.0 | 0.6912 | 0.8314 |
71
+ | No log | 1.5385 | 40 | 0.7697 | -0.0131 | 0.7697 | 0.8773 |
72
+ | No log | 1.6154 | 42 | 0.8234 | -0.1701 | 0.8234 | 0.9074 |
73
+ | No log | 1.6923 | 44 | 0.7873 | -0.1239 | 0.7873 | 0.8873 |
74
+ | No log | 1.7692 | 46 | 0.7139 | -0.0035 | 0.7139 | 0.8450 |
75
+ | No log | 1.8462 | 48 | 0.6807 | 0.0555 | 0.6807 | 0.8251 |
76
+ | No log | 1.9231 | 50 | 0.7423 | -0.0131 | 0.7423 | 0.8616 |
77
+ | No log | 2.0 | 52 | 0.9671 | -0.0236 | 0.9671 | 0.9834 |
78
+ | No log | 2.0769 | 54 | 1.3617 | -0.0457 | 1.3617 | 1.1669 |
79
+ | No log | 2.1538 | 56 | 1.2444 | -0.0457 | 1.2444 | 1.1155 |
80
+ | No log | 2.2308 | 58 | 0.8381 | -0.1251 | 0.8381 | 0.9155 |
81
+ | No log | 2.3077 | 60 | 0.7028 | 0.0555 | 0.7028 | 0.8384 |
82
+ | No log | 2.3846 | 62 | 0.6856 | 0.0555 | 0.6856 | 0.8280 |
83
+ | No log | 2.4615 | 64 | 0.6851 | 0.0555 | 0.6851 | 0.8277 |
84
+ | No log | 2.5385 | 66 | 0.7256 | -0.0035 | 0.7256 | 0.8518 |
85
+ | No log | 2.6154 | 68 | 0.9222 | -0.0331 | 0.9222 | 0.9603 |
86
+ | No log | 2.6923 | 70 | 1.0254 | -0.1019 | 1.0254 | 1.0126 |
87
+ | No log | 2.7692 | 72 | 0.9107 | 0.1114 | 0.9107 | 0.9543 |
88
+ | No log | 2.8462 | 74 | 0.7704 | 0.0296 | 0.7704 | 0.8777 |
89
+ | No log | 2.9231 | 76 | 0.7172 | -0.0035 | 0.7172 | 0.8468 |
90
+ | No log | 3.0 | 78 | 0.7684 | -0.1236 | 0.7684 | 0.8766 |
91
+ | No log | 3.0769 | 80 | 0.9354 | -0.0253 | 0.9354 | 0.9672 |
92
+ | No log | 3.1538 | 82 | 0.8962 | -0.0122 | 0.8962 | 0.9467 |
93
+ | No log | 3.2308 | 84 | 0.7064 | -0.0035 | 0.7064 | 0.8405 |
94
+ | No log | 3.3077 | 86 | 0.7405 | 0.0555 | 0.7405 | 0.8605 |
95
+ | No log | 3.3846 | 88 | 0.8036 | 0.1694 | 0.8036 | 0.8965 |
96
+ | No log | 3.4615 | 90 | 0.7915 | 0.0 | 0.7915 | 0.8897 |
97
+ | No log | 3.5385 | 92 | 0.6897 | 0.0355 | 0.6897 | 0.8305 |
98
+ | No log | 3.6154 | 94 | 0.8380 | 0.1150 | 0.8380 | 0.9154 |
99
+ | No log | 3.6923 | 96 | 0.7355 | 0.1449 | 0.7355 | 0.8576 |
100
+ | No log | 3.7692 | 98 | 0.7026 | -0.0626 | 0.7026 | 0.8382 |
101
+ | No log | 3.8462 | 100 | 0.7731 | 0.1143 | 0.7731 | 0.8792 |
102
+ | No log | 3.9231 | 102 | 0.7678 | -0.0644 | 0.7678 | 0.8763 |
103
+ | No log | 4.0 | 104 | 0.7413 | 0.0555 | 0.7413 | 0.8610 |
104
+ | No log | 4.0769 | 106 | 0.7434 | -0.0188 | 0.7434 | 0.8622 |
105
+ | No log | 4.1538 | 108 | 0.9720 | -0.0163 | 0.9720 | 0.9859 |
106
+ | No log | 4.2308 | 110 | 0.8984 | -0.0056 | 0.8984 | 0.9478 |
107
+ | No log | 4.3077 | 112 | 0.7737 | 0.0191 | 0.7737 | 0.8796 |
108
+ | No log | 4.3846 | 114 | 0.7644 | -0.0101 | 0.7644 | 0.8743 |
109
+ | No log | 4.4615 | 116 | 0.7788 | 0.0 | 0.7788 | 0.8825 |
110
+ | No log | 4.5385 | 118 | 0.8152 | -0.0406 | 0.8152 | 0.9029 |
111
+ | No log | 4.6154 | 120 | 0.7580 | -0.1067 | 0.7580 | 0.8706 |
112
+ | No log | 4.6923 | 122 | 0.7034 | 0.1202 | 0.7034 | 0.8387 |
113
+ | No log | 4.7692 | 124 | 0.7122 | 0.1627 | 0.7122 | 0.8439 |
114
+ | No log | 4.8462 | 126 | 0.7009 | 0.0857 | 0.7009 | 0.8372 |
115
+ | No log | 4.9231 | 128 | 0.7488 | -0.1067 | 0.7488 | 0.8653 |
116
+ | No log | 5.0 | 130 | 0.7902 | 0.0 | 0.7902 | 0.8889 |
117
+ | No log | 5.0769 | 132 | 0.7500 | 0.0 | 0.7500 | 0.8660 |
118
+ | No log | 5.1538 | 134 | 0.7251 | 0.0909 | 0.7251 | 0.8515 |
119
+ | No log | 5.2308 | 136 | 0.7198 | -0.0152 | 0.7198 | 0.8484 |
120
+ | No log | 5.3077 | 138 | 0.7265 | 0.1146 | 0.7265 | 0.8523 |
121
+ | No log | 5.3846 | 140 | 0.7329 | 0.0110 | 0.7329 | 0.8561 |
122
+ | No log | 5.4615 | 142 | 0.8956 | 0.0433 | 0.8956 | 0.9464 |
123
+ | No log | 5.5385 | 144 | 0.8318 | 0.0392 | 0.8318 | 0.9120 |
124
+ | No log | 5.6154 | 146 | 0.7123 | 0.0814 | 0.7123 | 0.8440 |
125
+ | No log | 5.6923 | 148 | 0.9094 | 0.1273 | 0.9094 | 0.9536 |
126
+ | No log | 5.7692 | 150 | 0.8671 | 0.1360 | 0.8671 | 0.9312 |
127
+ | No log | 5.8462 | 152 | 0.7296 | 0.0981 | 0.7296 | 0.8542 |
128
+ | No log | 5.9231 | 154 | 0.8556 | 0.0008 | 0.8556 | 0.9250 |
129
+ | No log | 6.0 | 156 | 0.8100 | 0.0328 | 0.8100 | 0.9000 |
130
+ | No log | 6.0769 | 158 | 0.6967 | 0.0964 | 0.6967 | 0.8347 |
131
+ | No log | 6.1538 | 160 | 0.8893 | 0.1788 | 0.8893 | 0.9430 |
132
+ | No log | 6.2308 | 162 | 0.9598 | 0.0805 | 0.9598 | 0.9797 |
133
+ | No log | 6.3077 | 164 | 0.7592 | 0.1836 | 0.7592 | 0.8713 |
134
+ | No log | 6.3846 | 166 | 0.6565 | 0.0 | 0.6565 | 0.8103 |
135
+ | No log | 6.4615 | 168 | 0.6691 | 0.0 | 0.6691 | 0.8180 |
136
+ | No log | 6.5385 | 170 | 0.6382 | 0.0416 | 0.6382 | 0.7989 |
137
+ | No log | 6.6154 | 172 | 0.6693 | 0.1565 | 0.6693 | 0.8181 |
138
+ | No log | 6.6923 | 174 | 0.6736 | 0.1565 | 0.6736 | 0.8207 |
139
+ | No log | 6.7692 | 176 | 0.6942 | -0.0406 | 0.6942 | 0.8332 |
140
+ | No log | 6.8462 | 178 | 0.7058 | -0.0717 | 0.7058 | 0.8401 |
141
+ | No log | 6.9231 | 180 | 0.6532 | 0.0474 | 0.6532 | 0.8082 |
142
+ | No log | 7.0 | 182 | 0.6298 | 0.2070 | 0.6298 | 0.7936 |
143
+ | No log | 7.0769 | 184 | 0.6478 | 0.1387 | 0.6478 | 0.8049 |
144
+ | No log | 7.1538 | 186 | 0.6686 | 0.0495 | 0.6686 | 0.8177 |
145
+ | No log | 7.2308 | 188 | 0.6735 | 0.2150 | 0.6735 | 0.8207 |
146
+ | No log | 7.3077 | 190 | 0.6931 | 0.1298 | 0.6931 | 0.8325 |
147
+ | No log | 7.3846 | 192 | 0.7177 | 0.2591 | 0.7177 | 0.8472 |
148
+ | No log | 7.4615 | 194 | 0.8568 | 0.0470 | 0.8568 | 0.9256 |
149
+ | No log | 7.5385 | 196 | 0.8504 | 0.0815 | 0.8504 | 0.9222 |
150
+ | No log | 7.6154 | 198 | 0.7128 | 0.2315 | 0.7128 | 0.8443 |
151
+ | No log | 7.6923 | 200 | 0.6946 | 0.1553 | 0.6946 | 0.8334 |
152
+ | No log | 7.7692 | 202 | 0.6970 | 0.1878 | 0.6970 | 0.8349 |
153
+ | No log | 7.8462 | 204 | 0.8280 | 0.0008 | 0.8280 | 0.9099 |
154
+ | No log | 7.9231 | 206 | 0.8722 | 0.0092 | 0.8722 | 0.9339 |
155
+ | No log | 8.0 | 208 | 0.7644 | 0.0271 | 0.7644 | 0.8743 |
156
+ | No log | 8.0769 | 210 | 0.6963 | 0.1444 | 0.6963 | 0.8345 |
157
+ | No log | 8.1538 | 212 | 0.6932 | 0.1627 | 0.6932 | 0.8326 |
158
+ | No log | 8.2308 | 214 | 0.6912 | 0.1878 | 0.6912 | 0.8314 |
159
+ | No log | 8.3077 | 216 | 0.7740 | -0.0887 | 0.7740 | 0.8798 |
160
+ | No log | 8.3846 | 218 | 0.7450 | -0.0259 | 0.7450 | 0.8632 |
161
+ | No log | 8.4615 | 220 | 0.6956 | 0.2150 | 0.6956 | 0.8340 |
162
+ | No log | 8.5385 | 222 | 0.7063 | 0.2105 | 0.7063 | 0.8404 |
163
+ | No log | 8.6154 | 224 | 0.7097 | 0.0798 | 0.7097 | 0.8424 |
164
+ | No log | 8.6923 | 226 | 0.7127 | 0.2922 | 0.7127 | 0.8442 |
165
+ | No log | 8.7692 | 228 | 0.7510 | 0.2679 | 0.7510 | 0.8666 |
166
+ | No log | 8.8462 | 230 | 0.7211 | 0.2318 | 0.7211 | 0.8492 |
167
+ | No log | 8.9231 | 232 | 0.7085 | 0.1659 | 0.7085 | 0.8417 |
168
+ | No log | 9.0 | 234 | 0.7145 | 0.0460 | 0.7145 | 0.8453 |
169
+ | No log | 9.0769 | 236 | 0.7737 | 0.0710 | 0.7737 | 0.8796 |
170
+ | No log | 9.1538 | 238 | 0.7353 | 0.0595 | 0.7353 | 0.8575 |
171
+ | No log | 9.2308 | 240 | 0.7439 | 0.0187 | 0.7439 | 0.8625 |
172
+ | No log | 9.3077 | 242 | 0.7280 | 0.0157 | 0.7280 | 0.8532 |
173
+ | No log | 9.3846 | 244 | 0.7838 | -0.0121 | 0.7838 | 0.8853 |
174
+ | No log | 9.4615 | 246 | 0.7880 | -0.0591 | 0.7880 | 0.8877 |
175
+ | No log | 9.5385 | 248 | 0.7198 | 0.0513 | 0.7198 | 0.8484 |
176
+ | No log | 9.6154 | 250 | 0.7360 | -0.0350 | 0.7360 | 0.8579 |
177
+ | No log | 9.6923 | 252 | 0.7455 | -0.0762 | 0.7455 | 0.8634 |
178
+ | No log | 9.7692 | 254 | 0.7137 | 0.0776 | 0.7137 | 0.8448 |
179
+ | No log | 9.8462 | 256 | 0.7105 | 0.0412 | 0.7105 | 0.8429 |
180
+ | No log | 9.9231 | 258 | 0.7187 | 0.0501 | 0.7187 | 0.8478 |
181
+ | No log | 10.0 | 260 | 0.7235 | 0.1647 | 0.7235 | 0.8506 |
182
+ | No log | 10.0769 | 262 | 0.7381 | 0.1686 | 0.7381 | 0.8591 |
183
+ | No log | 10.1538 | 264 | 0.7358 | 0.2430 | 0.7358 | 0.8578 |
184
+ | No log | 10.2308 | 266 | 0.7275 | 0.1700 | 0.7275 | 0.8529 |
185
+ | No log | 10.3077 | 268 | 0.7497 | 0.1724 | 0.7497 | 0.8659 |
186
+ | No log | 10.3846 | 270 | 0.7147 | 0.1315 | 0.7147 | 0.8454 |
187
+ | No log | 10.4615 | 272 | 0.7294 | 0.0947 | 0.7294 | 0.8541 |
188
+ | No log | 10.5385 | 274 | 0.7267 | 0.0509 | 0.7267 | 0.8525 |
189
+ | No log | 10.6154 | 276 | 0.7113 | 0.0449 | 0.7113 | 0.8434 |
190
+ | No log | 10.6923 | 278 | 0.7527 | 0.0644 | 0.7527 | 0.8676 |
191
+ | No log | 10.7692 | 280 | 0.6943 | 0.1024 | 0.6943 | 0.8332 |
192
+ | No log | 10.8462 | 282 | 0.7754 | 0.0786 | 0.7754 | 0.8805 |
193
+ | No log | 10.9231 | 284 | 0.7188 | 0.0909 | 0.7188 | 0.8478 |
194
+ | No log | 11.0 | 286 | 0.6699 | 0.1512 | 0.6699 | 0.8185 |
195
+ | No log | 11.0769 | 288 | 0.7430 | 0.1494 | 0.7430 | 0.8619 |
196
+ | No log | 11.1538 | 290 | 0.7792 | -0.0016 | 0.7792 | 0.8827 |
197
+ | No log | 11.2308 | 292 | 0.6962 | 0.1080 | 0.6962 | 0.8344 |
198
+ | No log | 11.3077 | 294 | 0.6682 | 0.1979 | 0.6682 | 0.8175 |
199
+ | No log | 11.3846 | 296 | 0.6727 | 0.2339 | 0.6727 | 0.8202 |
200
+ | No log | 11.4615 | 298 | 0.6983 | 0.0571 | 0.6983 | 0.8356 |
201
+ | No log | 11.5385 | 300 | 0.7257 | 0.0089 | 0.7257 | 0.8519 |
202
+ | No log | 11.6154 | 302 | 0.7579 | -0.0750 | 0.7579 | 0.8706 |
203
+ | No log | 11.6923 | 304 | 0.7452 | -0.0750 | 0.7452 | 0.8633 |
204
+ | No log | 11.7692 | 306 | 0.7083 | 0.0874 | 0.7083 | 0.8416 |
205
+ | No log | 11.8462 | 308 | 0.7349 | -0.0329 | 0.7349 | 0.8573 |
206
+ | No log | 11.9231 | 310 | 0.7505 | -0.0293 | 0.7505 | 0.8663 |
207
+ | No log | 12.0 | 312 | 0.7372 | 0.0081 | 0.7372 | 0.8586 |
208
+ | No log | 12.0769 | 314 | 0.7757 | -0.0648 | 0.7757 | 0.8807 |
209
+ | No log | 12.1538 | 316 | 0.8181 | -0.0492 | 0.8181 | 0.9045 |
210
+ | No log | 12.2308 | 318 | 0.7583 | -0.0345 | 0.7583 | 0.8708 |
211
+ | No log | 12.3077 | 320 | 0.7241 | 0.0481 | 0.7241 | 0.8509 |
212
+ | No log | 12.3846 | 322 | 0.7201 | 0.0503 | 0.7201 | 0.8486 |
213
+ | No log | 12.4615 | 324 | 0.7646 | -0.0259 | 0.7646 | 0.8744 |
214
+ | No log | 12.5385 | 326 | 0.7355 | -0.0350 | 0.7355 | 0.8576 |
215
+ | No log | 12.6154 | 328 | 0.7147 | 0.1787 | 0.7147 | 0.8454 |
216
+ | No log | 12.6923 | 330 | 0.7245 | 0.1144 | 0.7245 | 0.8512 |
217
+ | No log | 12.7692 | 332 | 0.7494 | 0.1263 | 0.7494 | 0.8657 |
218
+ | No log | 12.8462 | 334 | 0.8892 | 0.0753 | 0.8892 | 0.9430 |
219
+ | No log | 12.9231 | 336 | 0.8809 | 0.0747 | 0.8809 | 0.9386 |
220
+ | No log | 13.0 | 338 | 0.7734 | 0.0993 | 0.7734 | 0.8794 |
221
+ | No log | 13.0769 | 340 | 0.7016 | 0.0783 | 0.7016 | 0.8376 |
222
+ | No log | 13.1538 | 342 | 0.7414 | 0.0588 | 0.7414 | 0.8610 |
223
+ | No log | 13.2308 | 344 | 0.7158 | 0.2150 | 0.7158 | 0.8461 |
224
+ | No log | 13.3077 | 346 | 0.7276 | 0.0410 | 0.7276 | 0.8530 |
225
+ | No log | 13.3846 | 348 | 0.8382 | 0.0050 | 0.8382 | 0.9155 |
226
+ | No log | 13.4615 | 350 | 0.8127 | -0.0334 | 0.8127 | 0.9015 |
227
+ | No log | 13.5385 | 352 | 0.7086 | 0.1304 | 0.7086 | 0.8418 |
228
+ | No log | 13.6154 | 354 | 0.7200 | 0.2105 | 0.7200 | 0.8485 |
229
+ | No log | 13.6923 | 356 | 0.7133 | 0.2105 | 0.7133 | 0.8446 |
230
+ | No log | 13.7692 | 358 | 0.7115 | 0.2225 | 0.7115 | 0.8435 |
231
+ | No log | 13.8462 | 360 | 0.7226 | 0.0106 | 0.7226 | 0.8501 |
232
+ | No log | 13.9231 | 362 | 0.7123 | 0.0532 | 0.7123 | 0.8440 |
233
+ | No log | 14.0 | 364 | 0.6888 | 0.1304 | 0.6888 | 0.8299 |
234
+ | No log | 14.0769 | 366 | 0.6965 | 0.1965 | 0.6965 | 0.8346 |
235
+ | No log | 14.1538 | 368 | 0.7196 | 0.2208 | 0.7196 | 0.8483 |
236
+ | No log | 14.2308 | 370 | 0.6887 | 0.2078 | 0.6887 | 0.8299 |
237
+ | No log | 14.3077 | 372 | 0.7369 | -0.0293 | 0.7369 | 0.8584 |
238
+ | No log | 14.3846 | 374 | 0.7245 | 0.0110 | 0.7245 | 0.8512 |
239
+ | No log | 14.4615 | 376 | 0.6922 | 0.1192 | 0.6922 | 0.8320 |
240
+ | No log | 14.5385 | 378 | 0.7014 | 0.1921 | 0.7014 | 0.8375 |
241
+ | No log | 14.6154 | 380 | 0.7003 | 0.1986 | 0.7003 | 0.8368 |
242
+ | No log | 14.6923 | 382 | 0.6994 | 0.1298 | 0.6994 | 0.8363 |
243
+ | No log | 14.7692 | 384 | 0.6926 | 0.0874 | 0.6926 | 0.8323 |
244
+ | No log | 14.8462 | 386 | 0.6731 | 0.2225 | 0.6731 | 0.8204 |
245
+ | No log | 14.9231 | 388 | 0.6799 | 0.0821 | 0.6799 | 0.8246 |
246
+ | No log | 15.0 | 390 | 0.7051 | -0.0469 | 0.7051 | 0.8397 |
247
+ | No log | 15.0769 | 392 | 0.6995 | 0.1304 | 0.6995 | 0.8364 |
248
+ | No log | 15.1538 | 394 | 0.6981 | 0.1304 | 0.6981 | 0.8355 |
249
+ | No log | 15.2308 | 396 | 0.7268 | 0.1354 | 0.7268 | 0.8525 |
250
+ | No log | 15.3077 | 398 | 0.7383 | 0.0926 | 0.7383 | 0.8593 |
251
+ | No log | 15.3846 | 400 | 0.7518 | 0.0926 | 0.7518 | 0.8670 |
252
+ | No log | 15.4615 | 402 | 0.7460 | 0.0465 | 0.7460 | 0.8637 |
253
+ | No log | 15.5385 | 404 | 0.7391 | 0.0412 | 0.7391 | 0.8597 |
254
+ | No log | 15.6154 | 406 | 0.7467 | 0.0465 | 0.7467 | 0.8641 |
255
+ | No log | 15.6923 | 408 | 0.7420 | 0.0412 | 0.7420 | 0.8614 |
256
+ | No log | 15.7692 | 410 | 0.7492 | 0.0376 | 0.7492 | 0.8655 |
257
+ | No log | 15.8462 | 412 | 0.7587 | 0.0376 | 0.7587 | 0.8710 |
258
+ | No log | 15.9231 | 414 | 0.7602 | 0.0749 | 0.7602 | 0.8719 |
259
+ | No log | 16.0 | 416 | 0.7594 | 0.0376 | 0.7594 | 0.8714 |
260
+ | No log | 16.0769 | 418 | 0.7522 | 0.0791 | 0.7522 | 0.8673 |
261
+ | No log | 16.1538 | 420 | 0.7604 | 0.0026 | 0.7604 | 0.8720 |
262
+ | No log | 16.2308 | 422 | 0.8035 | -0.1204 | 0.8035 | 0.8964 |
263
+ | No log | 16.3077 | 424 | 0.7525 | 0.0081 | 0.7525 | 0.8674 |
264
+ | No log | 16.3846 | 426 | 0.7201 | 0.2195 | 0.7201 | 0.8486 |
265
+ | No log | 16.4615 | 428 | 0.7785 | 0.2248 | 0.7785 | 0.8823 |
266
+ | No log | 16.5385 | 430 | 0.7529 | 0.2166 | 0.7529 | 0.8677 |
267
+ | No log | 16.6154 | 432 | 0.8081 | -0.2338 | 0.8081 | 0.8990 |
268
+ | No log | 16.6923 | 434 | 0.8437 | -0.2048 | 0.8437 | 0.9185 |
269
+ | No log | 16.7692 | 436 | 0.7816 | -0.1606 | 0.7816 | 0.8841 |
270
+ | No log | 16.8462 | 438 | 0.7367 | 0.1927 | 0.7367 | 0.8583 |
271
+ | No log | 16.9231 | 440 | 0.7564 | 0.2009 | 0.7564 | 0.8697 |
272
+ | No log | 17.0 | 442 | 0.7779 | 0.1395 | 0.7779 | 0.8820 |
273
+ | No log | 17.0769 | 444 | 0.7794 | 0.2277 | 0.7794 | 0.8828 |
274
+ | No log | 17.1538 | 446 | 0.7389 | 0.1787 | 0.7389 | 0.8596 |
275
+ | No log | 17.2308 | 448 | 0.7948 | -0.2071 | 0.7948 | 0.8915 |
276
+ | No log | 17.3077 | 450 | 0.9400 | 0.0164 | 0.9400 | 0.9695 |
277
+ | No log | 17.3846 | 452 | 0.9005 | -0.1054 | 0.9005 | 0.9489 |
278
+ | No log | 17.4615 | 454 | 0.7622 | 0.0030 | 0.7622 | 0.8730 |
279
+ | No log | 17.5385 | 456 | 0.7551 | 0.2424 | 0.7551 | 0.8690 |
280
+ | No log | 17.6154 | 458 | 0.7439 | 0.2424 | 0.7439 | 0.8625 |
281
+ | No log | 17.6923 | 460 | 0.7297 | 0.1856 | 0.7297 | 0.8542 |
282
+ | No log | 17.7692 | 462 | 0.7514 | -0.0831 | 0.7514 | 0.8668 |
283
+ | No log | 17.8462 | 464 | 0.7524 | -0.0426 | 0.7524 | 0.8674 |
284
+ | No log | 17.9231 | 466 | 0.7809 | -0.0357 | 0.7809 | 0.8837 |
285
+ | No log | 18.0 | 468 | 0.8093 | 0.0886 | 0.8093 | 0.8996 |
286
+ | No log | 18.0769 | 470 | 0.7976 | 0.0134 | 0.7976 | 0.8931 |
287
+ | No log | 18.1538 | 472 | 0.8231 | 0.0627 | 0.8231 | 0.9073 |
288
+ | No log | 18.2308 | 474 | 0.8965 | 0.0476 | 0.8965 | 0.9468 |
289
+ | No log | 18.3077 | 476 | 0.8791 | 0.0454 | 0.8791 | 0.9376 |
290
+ | No log | 18.3846 | 478 | 0.7841 | -0.0585 | 0.7841 | 0.8855 |
291
+ | No log | 18.4615 | 480 | 0.7261 | 0.1249 | 0.7261 | 0.8521 |
292
+ | No log | 18.5385 | 482 | 0.7338 | 0.1096 | 0.7338 | 0.8566 |
293
+ | No log | 18.6154 | 484 | 0.7220 | 0.1612 | 0.7220 | 0.8497 |
294
+ | No log | 18.6923 | 486 | 0.7083 | 0.1254 | 0.7083 | 0.8416 |
295
+ | No log | 18.7692 | 488 | 0.7280 | -0.0921 | 0.7280 | 0.8533 |
296
+ | No log | 18.8462 | 490 | 0.7507 | -0.1601 | 0.7507 | 0.8664 |
297
+ | No log | 18.9231 | 492 | 0.7064 | 0.0970 | 0.7064 | 0.8405 |
298
+ | No log | 19.0 | 494 | 0.6799 | 0.1199 | 0.6799 | 0.8245 |
299
+ | No log | 19.0769 | 496 | 0.6805 | 0.1565 | 0.6805 | 0.8249 |
300
+ | No log | 19.1538 | 498 | 0.6732 | 0.1259 | 0.6732 | 0.8205 |
301
+ | 0.3172 | 19.2308 | 500 | 0.6734 | 0.1148 | 0.6734 | 0.8206 |
302
+ | 0.3172 | 19.3077 | 502 | 0.6720 | 0.1318 | 0.6720 | 0.8198 |
303
+ | 0.3172 | 19.3846 | 504 | 0.6797 | 0.1379 | 0.6797 | 0.8244 |
304
+ | 0.3172 | 19.4615 | 506 | 0.6819 | 0.1828 | 0.6819 | 0.8258 |
305
+ | 0.3172 | 19.5385 | 508 | 0.6834 | 0.2195 | 0.6834 | 0.8267 |
306
+ | 0.3172 | 19.6154 | 510 | 0.6887 | 0.1705 | 0.6887 | 0.8299 |
307
+ | 0.3172 | 19.6923 | 512 | 0.6979 | 0.1240 | 0.6979 | 0.8354 |
308
+ | 0.3172 | 19.7692 | 514 | 0.7128 | 0.0359 | 0.7128 | 0.8443 |
309
+ | 0.3172 | 19.8462 | 516 | 0.7508 | 0.0883 | 0.7508 | 0.8665 |
310
+ | 0.3172 | 19.9231 | 518 | 0.8153 | 0.1304 | 0.8153 | 0.9030 |
311
+ | 0.3172 | 20.0 | 520 | 0.8446 | 0.1717 | 0.8446 | 0.9190 |
312
+ | 0.3172 | 20.0769 | 522 | 0.7803 | 0.0897 | 0.7803 | 0.8834 |
313
+ | 0.3172 | 20.1538 | 524 | 0.7379 | -0.0051 | 0.7379 | 0.8590 |
314
+ | 0.3172 | 20.2308 | 526 | 0.7165 | 0.2150 | 0.7165 | 0.8464 |
315
+ | 0.3172 | 20.3077 | 528 | 0.7181 | 0.1627 | 0.7181 | 0.8474 |
316
+ | 0.3172 | 20.3846 | 530 | 0.7168 | 0.1627 | 0.7168 | 0.8466 |
317
+ | 0.3172 | 20.4615 | 532 | 0.7010 | 0.2150 | 0.7010 | 0.8372 |
318
+ | 0.3172 | 20.5385 | 534 | 0.7514 | 0.0051 | 0.7514 | 0.8668 |
319
+ | 0.3172 | 20.6154 | 536 | 0.8141 | 0.0307 | 0.8141 | 0.9023 |
320
+ | 0.3172 | 20.6923 | 538 | 0.7931 | 0.0600 | 0.7931 | 0.8906 |
321
+ | 0.3172 | 20.7692 | 540 | 0.7355 | 0.0408 | 0.7355 | 0.8576 |
322
+ | 0.3172 | 20.8462 | 542 | 0.7072 | 0.1196 | 0.7072 | 0.8410 |
323
+ | 0.3172 | 20.9231 | 544 | 0.7313 | 0.2009 | 0.7313 | 0.8551 |
324
+ | 0.3172 | 21.0 | 546 | 0.7424 | 0.1817 | 0.7424 | 0.8616 |
325
+ | 0.3172 | 21.0769 | 548 | 0.7295 | 0.1495 | 0.7295 | 0.8541 |
326
+ | 0.3172 | 21.1538 | 550 | 0.7393 | 0.0407 | 0.7393 | 0.8598 |
327
+ | 0.3172 | 21.2308 | 552 | 0.8230 | 0.0897 | 0.8230 | 0.9072 |
328
+ | 0.3172 | 21.3077 | 554 | 0.9404 | 0.0764 | 0.9404 | 0.9697 |
329
+ | 0.3172 | 21.3846 | 556 | 0.9972 | -0.0099 | 0.9972 | 0.9986 |
330
+ | 0.3172 | 21.4615 | 558 | 0.9683 | -0.0855 | 0.9683 | 0.9840 |
331
 
332
 
333
  ### Framework versions