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ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k2_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_run3_AugV5_k1_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_run3_AugV5_k1_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: 0.7947
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- - Qwk: 0.0732
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- - Mse: 0.7947
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- - Rmse: 0.8915
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  ## Model description
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@@ -47,263 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.3333 | 2 | 3.5985 | -0.0058 | 3.5985 | 1.8970 |
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- | No log | 0.6667 | 4 | 2.0854 | 0.0304 | 2.0854 | 1.4441 |
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- | No log | 1.0 | 6 | 1.4246 | -0.0265 | 1.4246 | 1.1936 |
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- | No log | 1.3333 | 8 | 1.6141 | 0.0194 | 1.6141 | 1.2705 |
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- | No log | 1.6667 | 10 | 0.8606 | 0.0129 | 0.8606 | 0.9277 |
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- | No log | 2.0 | 12 | 0.7360 | 0.0857 | 0.7360 | 0.8579 |
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- | No log | 2.3333 | 14 | 0.7941 | 0.0191 | 0.7941 | 0.8911 |
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- | No log | 2.6667 | 16 | 0.7895 | 0.0191 | 0.7895 | 0.8886 |
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- | No log | 3.0 | 18 | 1.0750 | 0.0309 | 1.0750 | 1.0368 |
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- | No log | 3.3333 | 20 | 0.9576 | 0.0320 | 0.9576 | 0.9786 |
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- | No log | 3.6667 | 22 | 0.8243 | 0.1561 | 0.8243 | 0.9079 |
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- | No log | 4.0 | 24 | 0.9648 | 0.1636 | 0.9648 | 0.9822 |
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- | No log | 4.3333 | 26 | 1.2644 | 0.0310 | 1.2644 | 1.1244 |
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- | No log | 4.6667 | 28 | 1.1342 | 0.0808 | 1.1342 | 1.0650 |
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- | No log | 5.0 | 30 | 1.0170 | 0.1490 | 1.0170 | 1.0084 |
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- | No log | 5.3333 | 32 | 1.1711 | 0.0746 | 1.1711 | 1.0822 |
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- | No log | 5.6667 | 34 | 1.2028 | 0.0448 | 1.2028 | 1.0967 |
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- | No log | 6.0 | 36 | 1.1016 | -0.0007 | 1.1016 | 1.0496 |
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- | No log | 6.3333 | 38 | 1.2012 | 0.0379 | 1.2012 | 1.0960 |
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- | No log | 6.6667 | 40 | 0.9958 | 0.0852 | 0.9958 | 0.9979 |
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- | No log | 7.0 | 42 | 1.2038 | 0.1011 | 1.2038 | 1.0972 |
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- | No log | 7.3333 | 44 | 1.0823 | -0.0323 | 1.0823 | 1.0403 |
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- | No log | 7.6667 | 46 | 1.2943 | 0.0599 | 1.2943 | 1.1377 |
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- | No log | 8.0 | 48 | 1.0769 | -0.0304 | 1.0769 | 1.0377 |
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- | No log | 8.3333 | 50 | 1.1115 | 0.0657 | 1.1115 | 1.0543 |
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- | No log | 8.6667 | 52 | 1.1320 | 0.0063 | 1.1320 | 1.0640 |
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- | No log | 9.0 | 54 | 0.9966 | 0.0559 | 0.9966 | 0.9983 |
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- | No log | 9.3333 | 56 | 1.0106 | -0.0535 | 1.0106 | 1.0053 |
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- | No log | 9.6667 | 58 | 1.0469 | -0.0194 | 1.0469 | 1.0232 |
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- | No log | 10.0 | 60 | 1.0263 | -0.0409 | 1.0263 | 1.0131 |
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- | No log | 10.3333 | 62 | 1.0840 | -0.0285 | 1.0840 | 1.0411 |
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- | No log | 10.6667 | 64 | 0.9976 | 0.0476 | 0.9976 | 0.9988 |
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- | No log | 11.0 | 66 | 1.0476 | 0.0244 | 1.0476 | 1.0235 |
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- | No log | 11.3333 | 68 | 1.0282 | 0.0802 | 1.0282 | 1.0140 |
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- | No log | 11.6667 | 70 | 1.0249 | 0.0996 | 1.0249 | 1.0124 |
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- | No log | 12.0 | 72 | 0.9961 | -0.0208 | 0.9961 | 0.9980 |
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- | No log | 12.3333 | 74 | 0.8806 | 0.0606 | 0.8806 | 0.9384 |
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- | No log | 12.6667 | 76 | 0.7950 | 0.0449 | 0.7950 | 0.8916 |
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- | No log | 13.0 | 78 | 0.9334 | 0.0207 | 0.9334 | 0.9661 |
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- | No log | 13.3333 | 80 | 0.8615 | 0.0490 | 0.8615 | 0.9282 |
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- | No log | 13.6667 | 82 | 0.8439 | 0.0025 | 0.8439 | 0.9186 |
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- | No log | 14.0 | 84 | 1.0273 | 0.0734 | 1.0273 | 1.0136 |
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- | No log | 14.3333 | 86 | 0.9783 | 0.0464 | 0.9783 | 0.9891 |
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- | No log | 14.6667 | 88 | 1.0563 | 0.0149 | 1.0563 | 1.0278 |
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- | No log | 15.0 | 90 | 1.0854 | 0.0062 | 1.0854 | 1.0418 |
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- | No log | 15.3333 | 92 | 0.9269 | 0.0262 | 0.9269 | 0.9628 |
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- | No log | 15.6667 | 94 | 0.9040 | 0.0172 | 0.9040 | 0.9508 |
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- | No log | 16.0 | 96 | 0.8451 | -0.0178 | 0.8451 | 0.9193 |
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- | No log | 16.3333 | 98 | 0.8333 | -0.0614 | 0.8333 | 0.9128 |
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- | No log | 16.6667 | 100 | 0.8459 | 0.0051 | 0.8459 | 0.9197 |
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- | No log | 17.0 | 102 | 0.8893 | 0.0208 | 0.8893 | 0.9430 |
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- | No log | 17.3333 | 104 | 0.9031 | -0.0138 | 0.9031 | 0.9503 |
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- | No log | 17.6667 | 106 | 0.9573 | 0.0547 | 0.9573 | 0.9784 |
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- | No log | 18.0 | 108 | 1.1123 | 0.0366 | 1.1123 | 1.0546 |
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- | No log | 18.3333 | 110 | 1.0005 | 0.0494 | 1.0005 | 1.0002 |
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- | No log | 18.6667 | 112 | 0.9932 | -0.0044 | 0.9932 | 0.9966 |
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- | No log | 19.0 | 114 | 0.9629 | 0.0913 | 0.9629 | 0.9813 |
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- | No log | 19.3333 | 116 | 0.9107 | 0.0870 | 0.9107 | 0.9543 |
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- | No log | 19.6667 | 118 | 0.8642 | -0.0186 | 0.8642 | 0.9296 |
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- | No log | 20.0 | 120 | 0.9241 | -0.0408 | 0.9241 | 0.9613 |
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- | No log | 20.3333 | 122 | 0.9368 | -0.0441 | 0.9368 | 0.9679 |
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- | No log | 20.6667 | 124 | 0.8366 | -0.0295 | 0.8366 | 0.9147 |
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- | No log | 21.0 | 126 | 0.8295 | -0.0391 | 0.8295 | 0.9108 |
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- | No log | 21.3333 | 128 | 0.8510 | -0.0357 | 0.8510 | 0.9225 |
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- | No log | 21.6667 | 130 | 0.8825 | 0.0867 | 0.8825 | 0.9394 |
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- | No log | 22.0 | 132 | 1.0851 | 0.1273 | 1.0851 | 1.0417 |
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- | No log | 22.3333 | 134 | 0.9288 | -0.0033 | 0.9288 | 0.9637 |
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- | No log | 22.6667 | 136 | 0.8554 | -0.0326 | 0.8554 | 0.9249 |
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- | No log | 23.0 | 138 | 0.9672 | 0.0192 | 0.9672 | 0.9835 |
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- | No log | 23.3333 | 140 | 0.9087 | 0.0494 | 0.9087 | 0.9533 |
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- | No log | 23.6667 | 142 | 1.1079 | 0.0225 | 1.1079 | 1.0526 |
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- | No log | 24.0 | 144 | 1.1600 | -0.0159 | 1.1600 | 1.0771 |
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- | No log | 24.3333 | 146 | 0.9404 | -0.0171 | 0.9404 | 0.9697 |
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- | No log | 24.6667 | 148 | 0.9017 | 0.0192 | 0.9017 | 0.9496 |
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- | No log | 25.0 | 150 | 0.8737 | 0.0947 | 0.8737 | 0.9347 |
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- | No log | 25.3333 | 152 | 0.9176 | -0.1197 | 0.9176 | 0.9579 |
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- | No log | 25.6667 | 154 | 1.0011 | -0.0787 | 1.0011 | 1.0005 |
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- | No log | 26.0 | 156 | 0.8483 | -0.0672 | 0.8483 | 0.9211 |
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- | No log | 26.3333 | 158 | 0.8257 | 0.0834 | 0.8257 | 0.9087 |
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- | No log | 26.6667 | 160 | 0.9019 | -0.1144 | 0.9019 | 0.9497 |
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- | No log | 27.0 | 162 | 0.9239 | -0.1093 | 0.9239 | 0.9612 |
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- | No log | 27.3333 | 164 | 0.8900 | 0.0725 | 0.8900 | 0.9434 |
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- | No log | 27.6667 | 166 | 0.8842 | 0.0851 | 0.8842 | 0.9403 |
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- | No log | 28.0 | 168 | 0.8958 | -0.0643 | 0.8958 | 0.9465 |
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- | No log | 28.3333 | 170 | 0.8807 | -0.0260 | 0.8807 | 0.9385 |
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- | No log | 28.6667 | 172 | 0.8457 | 0.0049 | 0.8457 | 0.9196 |
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- | No log | 29.0 | 174 | 0.9149 | 0.0637 | 0.9149 | 0.9565 |
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- | No log | 29.3333 | 176 | 0.9312 | -0.0111 | 0.9312 | 0.9650 |
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- | No log | 29.6667 | 178 | 0.8376 | -0.0026 | 0.8376 | 0.9152 |
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- | No log | 30.0 | 180 | 0.9720 | -0.0054 | 0.9720 | 0.9859 |
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- | No log | 30.3333 | 182 | 1.1032 | 0.0753 | 1.1032 | 1.0503 |
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- | No log | 30.6667 | 184 | 0.9559 | 0.0038 | 0.9559 | 0.9777 |
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- | No log | 31.0 | 186 | 0.8902 | 0.0049 | 0.8902 | 0.9435 |
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- | No log | 31.3333 | 188 | 0.8956 | -0.0238 | 0.8956 | 0.9464 |
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- | No log | 31.6667 | 190 | 0.8262 | -0.0821 | 0.8262 | 0.9090 |
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- | No log | 32.0 | 192 | 0.8161 | 0.0236 | 0.8161 | 0.9034 |
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- | No log | 32.3333 | 194 | 0.8617 | 0.0442 | 0.8617 | 0.9283 |
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- | No log | 32.6667 | 196 | 0.8062 | 0.1199 | 0.8062 | 0.8979 |
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- | No log | 33.0 | 198 | 0.8105 | -0.0821 | 0.8105 | 0.9003 |
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- | No log | 33.3333 | 200 | 0.8802 | 0.0200 | 0.8802 | 0.9382 |
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- | No log | 33.6667 | 202 | 0.8624 | 0.0119 | 0.8624 | 0.9286 |
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- | No log | 34.0 | 204 | 0.8567 | 0.0376 | 0.8567 | 0.9256 |
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- | No log | 34.3333 | 206 | 0.8484 | 0.0277 | 0.8484 | 0.9211 |
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- | No log | 34.6667 | 208 | 0.8571 | 0.0660 | 0.8571 | 0.9258 |
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- | No log | 35.0 | 210 | 0.8159 | -0.0108 | 0.8159 | 0.9033 |
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- | No log | 35.3333 | 212 | 0.8200 | -0.0407 | 0.8200 | 0.9056 |
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- | No log | 35.6667 | 214 | 0.7955 | -0.0056 | 0.7955 | 0.8919 |
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- | No log | 36.0 | 216 | 0.8426 | 0.0831 | 0.8426 | 0.9179 |
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- | No log | 36.3333 | 218 | 1.0023 | 0.0233 | 1.0023 | 1.0012 |
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- | No log | 36.6667 | 220 | 1.0014 | 0.0260 | 1.0014 | 1.0007 |
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- | No log | 37.0 | 222 | 0.8872 | 0.0470 | 0.8872 | 0.9419 |
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- | No log | 37.3333 | 224 | 0.9185 | 0.0172 | 0.9185 | 0.9584 |
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- | No log | 37.6667 | 226 | 1.0297 | -0.0762 | 1.0297 | 1.0148 |
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- | No log | 38.0 | 228 | 0.9523 | 0.0220 | 0.9523 | 0.9759 |
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- | No log | 38.3333 | 230 | 0.8529 | 0.0359 | 0.8529 | 0.9235 |
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- | No log | 38.6667 | 232 | 0.9474 | 0.0762 | 0.9474 | 0.9733 |
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- | No log | 39.0 | 234 | 1.0047 | 0.0585 | 1.0047 | 1.0023 |
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- | No log | 39.3333 | 236 | 0.8922 | 0.0016 | 0.8922 | 0.9446 |
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- | No log | 39.6667 | 238 | 0.8036 | -0.0113 | 0.8036 | 0.8964 |
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- | No log | 40.0 | 240 | 0.7915 | 0.0930 | 0.7915 | 0.8896 |
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- | No log | 40.3333 | 242 | 0.8358 | 0.0606 | 0.8358 | 0.9142 |
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- | No log | 40.6667 | 244 | 0.8391 | 0.0595 | 0.8391 | 0.9160 |
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- | No log | 41.0 | 246 | 0.7985 | 0.0449 | 0.7985 | 0.8936 |
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- | No log | 41.3333 | 248 | 0.8385 | 0.0700 | 0.8385 | 0.9157 |
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- | No log | 41.6667 | 250 | 0.8742 | 0.0140 | 0.8742 | 0.9350 |
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- | No log | 42.0 | 252 | 0.8733 | 0.0216 | 0.8733 | 0.9345 |
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- | No log | 42.3333 | 254 | 0.8732 | 0.1327 | 0.8732 | 0.9345 |
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- | No log | 42.6667 | 256 | 0.8734 | 0.1327 | 0.8734 | 0.9346 |
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- | No log | 43.0 | 258 | 0.8562 | 0.1340 | 0.8562 | 0.9253 |
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- | No log | 43.3333 | 260 | 0.8477 | 0.0879 | 0.8477 | 0.9207 |
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- | No log | 43.6667 | 262 | 0.8516 | 0.0709 | 0.8516 | 0.9228 |
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- | No log | 44.0 | 264 | 0.8307 | 0.0308 | 0.8307 | 0.9114 |
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- | No log | 44.3333 | 266 | 0.8278 | -0.0186 | 0.8278 | 0.9098 |
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- | No log | 44.6667 | 268 | 0.7985 | 0.0449 | 0.7985 | 0.8936 |
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- | No log | 45.0 | 270 | 0.7965 | 0.0449 | 0.7965 | 0.8925 |
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- | No log | 45.3333 | 272 | 0.8223 | 0.0341 | 0.8223 | 0.9068 |
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- | No log | 45.6667 | 274 | 0.8558 | 0.0709 | 0.8558 | 0.9251 |
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- | No log | 46.0 | 276 | 0.8764 | 0.0889 | 0.8764 | 0.9362 |
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- | No log | 46.3333 | 278 | 0.8812 | 0.0949 | 0.8812 | 0.9387 |
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- | No log | 46.6667 | 280 | 0.8776 | 0.0559 | 0.8776 | 0.9368 |
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- | No log | 47.0 | 282 | 0.8562 | 0.0949 | 0.8562 | 0.9253 |
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- | No log | 47.3333 | 284 | 0.8402 | 0.0944 | 0.8402 | 0.9166 |
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- | No log | 47.6667 | 286 | 0.8205 | 0.0840 | 0.8205 | 0.9058 |
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- | No log | 48.0 | 288 | 0.8217 | 0.0749 | 0.8217 | 0.9065 |
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- | No log | 48.3333 | 290 | 0.8259 | 0.0840 | 0.8259 | 0.9088 |
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- | No log | 48.6667 | 292 | 0.8321 | 0.0884 | 0.8321 | 0.9122 |
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- | No log | 49.0 | 294 | 0.8541 | 0.1094 | 0.8541 | 0.9242 |
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- | No log | 49.3333 | 296 | 0.9177 | -0.0291 | 0.9177 | 0.9580 |
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- | No log | 49.6667 | 298 | 0.9040 | -0.0291 | 0.9040 | 0.9508 |
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- | No log | 50.0 | 300 | 0.8587 | 0.0840 | 0.8587 | 0.9267 |
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- | No log | 50.3333 | 302 | 0.8834 | 0.0559 | 0.8834 | 0.9399 |
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- | No log | 50.6667 | 304 | 0.8662 | 0.0902 | 0.8662 | 0.9307 |
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- | No log | 51.0 | 306 | 0.8545 | 0.0376 | 0.8545 | 0.9244 |
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- | No log | 51.3333 | 308 | 0.8475 | 0.0791 | 0.8475 | 0.9206 |
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- | No log | 51.6667 | 310 | 0.8497 | 0.0622 | 0.8497 | 0.9218 |
207
- | No log | 52.0 | 312 | 0.8447 | 0.0068 | 0.8447 | 0.9191 |
208
- | No log | 52.3333 | 314 | 0.8100 | 0.1254 | 0.8100 | 0.9000 |
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- | No log | 52.6667 | 316 | 0.7713 | 0.0394 | 0.7713 | 0.8783 |
210
- | No log | 53.0 | 318 | 0.8009 | 0.0583 | 0.8009 | 0.8949 |
211
- | No log | 53.3333 | 320 | 0.8169 | 0.0545 | 0.8169 | 0.9039 |
212
- | No log | 53.6667 | 322 | 0.7913 | 0.0449 | 0.7913 | 0.8896 |
213
- | No log | 54.0 | 324 | 0.8021 | 0.0776 | 0.8021 | 0.8956 |
214
- | No log | 54.3333 | 326 | 0.8213 | 0.1096 | 0.8213 | 0.9062 |
215
- | No log | 54.6667 | 328 | 0.8012 | 0.0776 | 0.8012 | 0.8951 |
216
- | No log | 55.0 | 330 | 0.7843 | 0.0394 | 0.7843 | 0.8856 |
217
- | No log | 55.3333 | 332 | 0.8227 | 0.1032 | 0.8227 | 0.9070 |
218
- | No log | 55.6667 | 334 | 0.8297 | 0.1032 | 0.8297 | 0.9109 |
219
- | No log | 56.0 | 336 | 0.8016 | 0.0930 | 0.8016 | 0.8953 |
220
- | No log | 56.3333 | 338 | 0.7922 | 0.0732 | 0.7922 | 0.8901 |
221
- | No log | 56.6667 | 340 | 0.8520 | 0.0999 | 0.8520 | 0.9230 |
222
- | No log | 57.0 | 342 | 0.9098 | -0.0425 | 0.9098 | 0.9538 |
223
- | No log | 57.3333 | 344 | 0.9137 | -0.0425 | 0.9137 | 0.9559 |
224
- | No log | 57.6667 | 346 | 0.8363 | 0.1047 | 0.8363 | 0.9145 |
225
- | No log | 58.0 | 348 | 0.7976 | 0.0394 | 0.7976 | 0.8931 |
226
- | No log | 58.3333 | 350 | 0.8073 | 0.0940 | 0.8073 | 0.8985 |
227
- | No log | 58.6667 | 352 | 0.8085 | 0.1379 | 0.8085 | 0.8992 |
228
- | No log | 59.0 | 354 | 0.7932 | 0.0432 | 0.7932 | 0.8906 |
229
- | No log | 59.3333 | 356 | 0.7877 | 0.0432 | 0.7877 | 0.8875 |
230
- | No log | 59.6667 | 358 | 0.7904 | 0.0432 | 0.7904 | 0.8890 |
231
- | No log | 60.0 | 360 | 0.7952 | -0.0170 | 0.7952 | 0.8917 |
232
- | No log | 60.3333 | 362 | 0.7804 | 0.0869 | 0.7804 | 0.8834 |
233
- | No log | 60.6667 | 364 | 0.7551 | 0.0414 | 0.7551 | 0.8690 |
234
- | No log | 61.0 | 366 | 0.7495 | 0.0432 | 0.7495 | 0.8657 |
235
- | No log | 61.3333 | 368 | 0.7590 | 0.0543 | 0.7590 | 0.8712 |
236
- | No log | 61.6667 | 370 | 0.7608 | 0.1028 | 0.7608 | 0.8722 |
237
- | No log | 62.0 | 372 | 0.7552 | 0.0432 | 0.7552 | 0.8690 |
238
- | No log | 62.3333 | 374 | 0.7684 | 0.0432 | 0.7684 | 0.8766 |
239
- | No log | 62.6667 | 376 | 0.7845 | 0.0874 | 0.7845 | 0.8857 |
240
- | No log | 63.0 | 378 | 0.8086 | 0.2222 | 0.8086 | 0.8992 |
241
- | No log | 63.3333 | 380 | 0.8226 | 0.2589 | 0.8226 | 0.9070 |
242
- | No log | 63.6667 | 382 | 0.8286 | 0.1689 | 0.8286 | 0.9103 |
243
- | No log | 64.0 | 384 | 0.8635 | -0.0260 | 0.8635 | 0.9292 |
244
- | No log | 64.3333 | 386 | 0.8753 | -0.0679 | 0.8753 | 0.9356 |
245
- | No log | 64.6667 | 388 | 0.8557 | 0.0161 | 0.8557 | 0.9251 |
246
- | No log | 65.0 | 390 | 0.8268 | 0.1630 | 0.8268 | 0.9093 |
247
- | No log | 65.3333 | 392 | 0.8117 | 0.2153 | 0.8117 | 0.9009 |
248
- | No log | 65.6667 | 394 | 0.8089 | 0.2194 | 0.8089 | 0.8994 |
249
- | No log | 66.0 | 396 | 0.7973 | 0.1796 | 0.7973 | 0.8929 |
250
- | No log | 66.3333 | 398 | 0.7919 | 0.1244 | 0.7919 | 0.8899 |
251
- | No log | 66.6667 | 400 | 0.8197 | 0.1144 | 0.8197 | 0.9053 |
252
- | No log | 67.0 | 402 | 0.8457 | 0.0512 | 0.8457 | 0.9196 |
253
- | No log | 67.3333 | 404 | 0.8401 | 0.0512 | 0.8401 | 0.9165 |
254
- | No log | 67.6667 | 406 | 0.7983 | 0.2180 | 0.7983 | 0.8935 |
255
- | No log | 68.0 | 408 | 0.7656 | 0.0821 | 0.7656 | 0.8750 |
256
- | No log | 68.3333 | 410 | 0.7635 | 0.0828 | 0.7635 | 0.8738 |
257
- | No log | 68.6667 | 412 | 0.7756 | 0.1249 | 0.7756 | 0.8807 |
258
- | No log | 69.0 | 414 | 0.7901 | 0.1192 | 0.7901 | 0.8889 |
259
- | No log | 69.3333 | 416 | 0.7997 | 0.1192 | 0.7997 | 0.8942 |
260
- | No log | 69.6667 | 418 | 0.8014 | 0.1192 | 0.8014 | 0.8952 |
261
- | No log | 70.0 | 420 | 0.8106 | 0.1096 | 0.8106 | 0.9004 |
262
- | No log | 70.3333 | 422 | 0.8395 | 0.0041 | 0.8395 | 0.9162 |
263
- | No log | 70.6667 | 424 | 0.8437 | 0.0016 | 0.8437 | 0.9185 |
264
- | No log | 71.0 | 426 | 0.8133 | 0.1047 | 0.8133 | 0.9018 |
265
- | No log | 71.3333 | 428 | 0.7787 | 0.1675 | 0.7787 | 0.8825 |
266
- | No log | 71.6667 | 430 | 0.7638 | 0.1740 | 0.7638 | 0.8740 |
267
- | No log | 72.0 | 432 | 0.7548 | 0.0394 | 0.7548 | 0.8688 |
268
- | No log | 72.3333 | 434 | 0.7535 | 0.0375 | 0.7535 | 0.8681 |
269
- | No log | 72.6667 | 436 | 0.7629 | 0.1249 | 0.7629 | 0.8734 |
270
- | No log | 73.0 | 438 | 0.7891 | 0.1627 | 0.7891 | 0.8883 |
271
- | No log | 73.3333 | 440 | 0.8110 | 0.1097 | 0.8110 | 0.9006 |
272
- | No log | 73.6667 | 442 | 0.8149 | 0.1097 | 0.8149 | 0.9027 |
273
- | No log | 74.0 | 444 | 0.7956 | 0.0690 | 0.7956 | 0.8920 |
274
- | No log | 74.3333 | 446 | 0.7878 | 0.1244 | 0.7878 | 0.8876 |
275
- | No log | 74.6667 | 448 | 0.7940 | 0.0690 | 0.7940 | 0.8911 |
276
- | No log | 75.0 | 450 | 0.8209 | 0.0123 | 0.8209 | 0.9060 |
277
- | No log | 75.3333 | 452 | 0.8424 | 0.0043 | 0.8424 | 0.9178 |
278
- | No log | 75.6667 | 454 | 0.8316 | 0.0512 | 0.8316 | 0.9119 |
279
- | No log | 76.0 | 456 | 0.8145 | 0.0123 | 0.8145 | 0.9025 |
280
- | No log | 76.3333 | 458 | 0.8121 | 0.0175 | 0.8121 | 0.9011 |
281
- | No log | 76.6667 | 460 | 0.8129 | 0.0146 | 0.8129 | 0.9016 |
282
- | No log | 77.0 | 462 | 0.8091 | 0.0205 | 0.8091 | 0.8995 |
283
- | No log | 77.3333 | 464 | 0.8122 | 0.0205 | 0.8122 | 0.9012 |
284
- | No log | 77.6667 | 466 | 0.8338 | 0.0146 | 0.8338 | 0.9131 |
285
- | No log | 78.0 | 468 | 0.8408 | 0.0146 | 0.8408 | 0.9170 |
286
- | No log | 78.3333 | 470 | 0.8372 | 0.0146 | 0.8372 | 0.9150 |
287
- | No log | 78.6667 | 472 | 0.8344 | 0.0562 | 0.8344 | 0.9135 |
288
- | No log | 79.0 | 474 | 0.8095 | 0.0205 | 0.8095 | 0.8997 |
289
- | No log | 79.3333 | 476 | 0.7876 | 0.0690 | 0.7876 | 0.8875 |
290
- | No log | 79.6667 | 478 | 0.7699 | 0.1249 | 0.7699 | 0.8774 |
291
- | No log | 80.0 | 480 | 0.7639 | 0.1249 | 0.7639 | 0.8740 |
292
- | No log | 80.3333 | 482 | 0.7621 | 0.0874 | 0.7621 | 0.8730 |
293
- | No log | 80.6667 | 484 | 0.7589 | 0.0874 | 0.7589 | 0.8711 |
294
- | No log | 81.0 | 486 | 0.7557 | 0.0869 | 0.7557 | 0.8693 |
295
- | No log | 81.3333 | 488 | 0.7520 | 0.0821 | 0.7520 | 0.8672 |
296
- | No log | 81.6667 | 490 | 0.7495 | 0.1249 | 0.7495 | 0.8657 |
297
- | No log | 82.0 | 492 | 0.7469 | 0.1249 | 0.7469 | 0.8642 |
298
- | No log | 82.3333 | 494 | 0.7467 | 0.1249 | 0.7467 | 0.8641 |
299
- | No log | 82.6667 | 496 | 0.7499 | 0.1249 | 0.7499 | 0.8659 |
300
- | No log | 83.0 | 498 | 0.7582 | 0.1249 | 0.7582 | 0.8708 |
301
- | 0.192 | 83.3333 | 500 | 0.7632 | 0.1249 | 0.7632 | 0.8736 |
302
- | 0.192 | 83.6667 | 502 | 0.7692 | 0.1249 | 0.7692 | 0.8771 |
303
- | 0.192 | 84.0 | 504 | 0.7688 | 0.1249 | 0.7688 | 0.8768 |
304
- | 0.192 | 84.3333 | 506 | 0.7721 | 0.1249 | 0.7721 | 0.8787 |
305
- | 0.192 | 84.6667 | 508 | 0.7822 | 0.0732 | 0.7822 | 0.8844 |
306
- | 0.192 | 85.0 | 510 | 0.7947 | 0.0732 | 0.7947 | 0.8915 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k2_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_run3_AugV5_k2_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: 0.6977
19
+ - Qwk: 0.1769
20
+ - Mse: 0.6977
21
+ - Rmse: 0.8353
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.25 | 2 | 4.2515 | 0.0000 | 4.2515 | 2.0619 |
53
+ | No log | 0.5 | 4 | 1.9737 | -0.0284 | 1.9737 | 1.4049 |
54
+ | No log | 0.75 | 6 | 1.2406 | 0.0279 | 1.2406 | 1.1138 |
55
+ | No log | 1.0 | 8 | 0.7407 | 0.0296 | 0.7407 | 0.8606 |
56
+ | No log | 1.25 | 10 | 0.7211 | -0.0101 | 0.7211 | 0.8492 |
57
+ | No log | 1.5 | 12 | 0.7348 | 0.0909 | 0.7348 | 0.8572 |
58
+ | No log | 1.75 | 14 | 0.9060 | 0.1763 | 0.9060 | 0.9518 |
59
+ | No log | 2.0 | 16 | 0.8842 | 0.1577 | 0.8842 | 0.9403 |
60
+ | No log | 2.25 | 18 | 0.9739 | 0.1025 | 0.9739 | 0.9869 |
61
+ | No log | 2.5 | 20 | 0.7557 | 0.0129 | 0.7557 | 0.8693 |
62
+ | No log | 2.75 | 22 | 0.7612 | 0.0159 | 0.7612 | 0.8725 |
63
+ | No log | 3.0 | 24 | 1.0109 | -0.0178 | 1.0109 | 1.0055 |
64
+ | No log | 3.25 | 26 | 1.1156 | -0.0247 | 1.1156 | 1.0562 |
65
+ | No log | 3.5 | 28 | 1.0309 | 0.0100 | 1.0309 | 1.0153 |
66
+ | No log | 3.75 | 30 | 0.7548 | 0.1097 | 0.7548 | 0.8688 |
67
+ | No log | 4.0 | 32 | 0.7626 | 0.1097 | 0.7626 | 0.8733 |
68
+ | No log | 4.25 | 34 | 0.9160 | 0.0680 | 0.9160 | 0.9571 |
69
+ | No log | 4.5 | 36 | 0.8156 | -0.0518 | 0.8156 | 0.9031 |
70
+ | No log | 4.75 | 38 | 0.6737 | 0.1828 | 0.6737 | 0.8208 |
71
+ | No log | 5.0 | 40 | 0.6937 | 0.1097 | 0.6937 | 0.8329 |
72
+ | No log | 5.25 | 42 | 1.0039 | -0.0966 | 1.0039 | 1.0020 |
73
+ | No log | 5.5 | 44 | 0.8182 | 0.1107 | 0.8182 | 0.9046 |
74
+ | No log | 5.75 | 46 | 0.7110 | 0.2304 | 0.7110 | 0.8432 |
75
+ | No log | 6.0 | 48 | 0.6900 | 0.2209 | 0.6900 | 0.8307 |
76
+ | No log | 6.25 | 50 | 0.8970 | 0.0587 | 0.8970 | 0.9471 |
77
+ | No log | 6.5 | 52 | 0.7513 | 0.1903 | 0.7513 | 0.8668 |
78
+ | No log | 6.75 | 54 | 0.7781 | 0.1829 | 0.7781 | 0.8821 |
79
+ | No log | 7.0 | 56 | 0.7929 | 0.1807 | 0.7929 | 0.8904 |
80
+ | No log | 7.25 | 58 | 0.8077 | 0.1818 | 0.8077 | 0.8987 |
81
+ | No log | 7.5 | 60 | 0.9624 | 0.1281 | 0.9624 | 0.9810 |
82
+ | No log | 7.75 | 62 | 0.9185 | 0.1770 | 0.9185 | 0.9584 |
83
+ | No log | 8.0 | 64 | 0.9379 | 0.1850 | 0.9379 | 0.9685 |
84
+ | No log | 8.25 | 66 | 0.9327 | 0.1504 | 0.9327 | 0.9658 |
85
+ | No log | 8.5 | 68 | 0.7700 | 0.2325 | 0.7700 | 0.8775 |
86
+ | No log | 8.75 | 70 | 0.7874 | 0.2115 | 0.7874 | 0.8874 |
87
+ | No log | 9.0 | 72 | 0.7178 | 0.1943 | 0.7178 | 0.8472 |
88
+ | No log | 9.25 | 74 | 1.5187 | 0.1067 | 1.5187 | 1.2324 |
89
+ | No log | 9.5 | 76 | 1.3784 | 0.0887 | 1.3784 | 1.1741 |
90
+ | No log | 9.75 | 78 | 0.7103 | 0.1047 | 0.7103 | 0.8428 |
91
+ | No log | 10.0 | 80 | 0.8823 | 0.0233 | 0.8823 | 0.9393 |
92
+ | No log | 10.25 | 82 | 0.9958 | 0.0865 | 0.9958 | 0.9979 |
93
+ | No log | 10.5 | 84 | 0.7641 | 0.2961 | 0.7641 | 0.8741 |
94
+ | No log | 10.75 | 86 | 1.0972 | 0.1353 | 1.0972 | 1.0475 |
95
+ | No log | 11.0 | 88 | 1.1376 | 0.0440 | 1.1376 | 1.0666 |
96
+ | No log | 11.25 | 90 | 0.7967 | 0.1983 | 0.7967 | 0.8926 |
97
+ | No log | 11.5 | 92 | 0.8788 | 0.1586 | 0.8788 | 0.9374 |
98
+ | No log | 11.75 | 94 | 0.8221 | 0.1605 | 0.8221 | 0.9067 |
99
+ | No log | 12.0 | 96 | 0.7932 | 0.0538 | 0.7932 | 0.8906 |
100
+ | No log | 12.25 | 98 | 0.9070 | 0.0287 | 0.9070 | 0.9524 |
101
+ | No log | 12.5 | 100 | 0.7381 | 0.1097 | 0.7381 | 0.8591 |
102
+ | No log | 12.75 | 102 | 0.6769 | 0.1815 | 0.6769 | 0.8228 |
103
+ | No log | 13.0 | 104 | 0.6621 | 0.2271 | 0.6621 | 0.8137 |
104
+ | No log | 13.25 | 106 | 1.0443 | 0.0355 | 1.0443 | 1.0219 |
105
+ | No log | 13.5 | 108 | 1.4320 | 0.0881 | 1.4320 | 1.1967 |
106
+ | No log | 13.75 | 110 | 1.0084 | 0.1771 | 1.0084 | 1.0042 |
107
+ | No log | 14.0 | 112 | 0.7062 | 0.2899 | 0.7062 | 0.8404 |
108
+ | No log | 14.25 | 114 | 0.8244 | 0.1738 | 0.8244 | 0.9080 |
109
+ | No log | 14.5 | 116 | 0.7183 | 0.2486 | 0.7183 | 0.8475 |
110
+ | No log | 14.75 | 118 | 0.8732 | 0.1625 | 0.8732 | 0.9345 |
111
+ | No log | 15.0 | 120 | 1.2199 | 0.0695 | 1.2199 | 1.1045 |
112
+ | No log | 15.25 | 122 | 0.9635 | 0.2119 | 0.9635 | 0.9816 |
113
+ | No log | 15.5 | 124 | 0.6874 | 0.1047 | 0.6874 | 0.8291 |
114
+ | No log | 15.75 | 126 | 0.6518 | 0.1304 | 0.6518 | 0.8073 |
115
+ | No log | 16.0 | 128 | 0.6697 | 0.1675 | 0.6697 | 0.8183 |
116
+ | No log | 16.25 | 130 | 0.8507 | 0.0988 | 0.8507 | 0.9223 |
117
+ | No log | 16.5 | 132 | 0.9023 | -0.0138 | 0.9023 | 0.9499 |
118
+ | No log | 16.75 | 134 | 0.7117 | 0.1599 | 0.7117 | 0.8436 |
119
+ | No log | 17.0 | 136 | 0.7177 | 0.2515 | 0.7177 | 0.8472 |
120
+ | No log | 17.25 | 138 | 0.7094 | 0.2005 | 0.7094 | 0.8422 |
121
+ | No log | 17.5 | 140 | 0.7732 | 0.1449 | 0.7732 | 0.8793 |
122
+ | No log | 17.75 | 142 | 0.8870 | 0.1025 | 0.8870 | 0.9418 |
123
+ | No log | 18.0 | 144 | 0.9035 | 0.0618 | 0.9035 | 0.9505 |
124
+ | No log | 18.25 | 146 | 0.7641 | 0.1449 | 0.7641 | 0.8741 |
125
+ | No log | 18.5 | 148 | 0.6808 | 0.2070 | 0.6808 | 0.8251 |
126
+ | No log | 18.75 | 150 | 0.7299 | 0.3331 | 0.7299 | 0.8543 |
127
+ | No log | 19.0 | 152 | 0.7069 | 0.2627 | 0.7069 | 0.8408 |
128
+ | No log | 19.25 | 154 | 0.7635 | 0.1440 | 0.7635 | 0.8738 |
129
+ | No log | 19.5 | 156 | 0.8737 | 0.0986 | 0.8737 | 0.9347 |
130
+ | No log | 19.75 | 158 | 0.8992 | 0.0556 | 0.8992 | 0.9482 |
131
+ | No log | 20.0 | 160 | 0.6874 | 0.1199 | 0.6874 | 0.8291 |
132
+ | No log | 20.25 | 162 | 0.6657 | 0.2747 | 0.6657 | 0.8159 |
133
+ | No log | 20.5 | 164 | 0.6780 | 0.1928 | 0.6780 | 0.8234 |
134
+ | No log | 20.75 | 166 | 0.6388 | 0.1740 | 0.6388 | 0.7992 |
135
+ | No log | 21.0 | 168 | 0.9742 | -0.0301 | 0.9742 | 0.9870 |
136
+ | No log | 21.25 | 170 | 1.2251 | 0.0991 | 1.2251 | 1.1069 |
137
+ | No log | 21.5 | 172 | 0.9810 | -0.0291 | 0.9810 | 0.9904 |
138
+ | No log | 21.75 | 174 | 0.7015 | 0.2166 | 0.7015 | 0.8375 |
139
+ | No log | 22.0 | 176 | 0.7051 | 0.2087 | 0.7051 | 0.8397 |
140
+ | No log | 22.25 | 178 | 0.7473 | 0.1599 | 0.7473 | 0.8645 |
141
+ | No log | 22.5 | 180 | 0.9468 | 0.0379 | 0.9468 | 0.9731 |
142
+ | No log | 22.75 | 182 | 0.8698 | 0.1360 | 0.8698 | 0.9326 |
143
+ | No log | 23.0 | 184 | 0.7128 | 0.1599 | 0.7128 | 0.8443 |
144
+ | No log | 23.25 | 186 | 0.6598 | 0.2550 | 0.6598 | 0.8123 |
145
+ | No log | 23.5 | 188 | 0.6591 | 0.2550 | 0.6591 | 0.8118 |
146
+ | No log | 23.75 | 190 | 0.7353 | 0.1485 | 0.7353 | 0.8575 |
147
+ | No log | 24.0 | 192 | 1.0324 | 0.0855 | 1.0324 | 1.0161 |
148
+ | No log | 24.25 | 194 | 1.0877 | 0.0726 | 1.0877 | 1.0429 |
149
+ | No log | 24.5 | 196 | 0.8110 | 0.2011 | 0.8110 | 0.9005 |
150
+ | No log | 24.75 | 198 | 0.7348 | 0.1846 | 0.7348 | 0.8572 |
151
+ | No log | 25.0 | 200 | 0.7385 | 0.2345 | 0.7385 | 0.8593 |
152
+ | No log | 25.25 | 202 | 0.7610 | 0.2572 | 0.7610 | 0.8723 |
153
+ | No log | 25.5 | 204 | 0.8155 | 0.1727 | 0.8155 | 0.9030 |
154
+ | No log | 25.75 | 206 | 0.7971 | 0.1783 | 0.7971 | 0.8928 |
155
+ | No log | 26.0 | 208 | 0.8026 | 0.1783 | 0.8026 | 0.8959 |
156
+ | No log | 26.25 | 210 | 0.7323 | 0.2243 | 0.7323 | 0.8558 |
157
+ | No log | 26.5 | 212 | 0.7225 | 0.2243 | 0.7225 | 0.8500 |
158
+ | No log | 26.75 | 214 | 0.7448 | 0.1431 | 0.7448 | 0.8630 |
159
+ | No log | 27.0 | 216 | 0.8563 | -0.0101 | 0.8563 | 0.9254 |
160
+ | No log | 27.25 | 218 | 0.8431 | -0.0079 | 0.8431 | 0.9182 |
161
+ | No log | 27.5 | 220 | 0.7169 | 0.1199 | 0.7169 | 0.8467 |
162
+ | No log | 27.75 | 222 | 0.7057 | 0.1807 | 0.7057 | 0.8401 |
163
+ | No log | 28.0 | 224 | 0.7311 | 0.1807 | 0.7311 | 0.8551 |
164
+ | No log | 28.25 | 226 | 0.7864 | 0.1553 | 0.7864 | 0.8868 |
165
+ | No log | 28.5 | 228 | 0.8654 | 0.0837 | 0.8654 | 0.9302 |
166
+ | No log | 28.75 | 230 | 0.8074 | 0.1986 | 0.8074 | 0.8985 |
167
+ | No log | 29.0 | 232 | 0.7822 | 0.2087 | 0.7822 | 0.8844 |
168
+ | No log | 29.25 | 234 | 0.8029 | 0.2437 | 0.8029 | 0.8961 |
169
+ | No log | 29.5 | 236 | 0.9352 | 0.1065 | 0.9352 | 0.9671 |
170
+ | No log | 29.75 | 238 | 0.9342 | 0.1027 | 0.9342 | 0.9665 |
171
+ | No log | 30.0 | 240 | 0.8303 | 0.0504 | 0.8303 | 0.9112 |
172
+ | No log | 30.25 | 242 | 0.8323 | 0.0504 | 0.8323 | 0.9123 |
173
+ | No log | 30.5 | 244 | 0.7465 | 0.1553 | 0.7465 | 0.8640 |
174
+ | No log | 30.75 | 246 | 0.7234 | 0.1254 | 0.7234 | 0.8505 |
175
+ | No log | 31.0 | 248 | 0.7571 | 0.0600 | 0.7571 | 0.8701 |
176
+ | No log | 31.25 | 250 | 0.7552 | 0.1506 | 0.7552 | 0.8690 |
177
+ | No log | 31.5 | 252 | 0.7280 | 0.1096 | 0.7280 | 0.8532 |
178
+ | No log | 31.75 | 254 | 0.7391 | 0.1495 | 0.7391 | 0.8597 |
179
+ | No log | 32.0 | 256 | 0.7475 | 0.1146 | 0.7475 | 0.8646 |
180
+ | No log | 32.25 | 258 | 0.8085 | 0.1440 | 0.8085 | 0.8991 |
181
+ | No log | 32.5 | 260 | 0.8555 | 0.0438 | 0.8555 | 0.9249 |
182
+ | No log | 32.75 | 262 | 0.9047 | -0.0008 | 0.9047 | 0.9512 |
183
+ | No log | 33.0 | 264 | 0.8018 | 0.1440 | 0.8018 | 0.8954 |
184
+ | No log | 33.25 | 266 | 0.7367 | 0.2138 | 0.7367 | 0.8583 |
185
+ | No log | 33.5 | 268 | 0.7230 | 0.1196 | 0.7230 | 0.8503 |
186
+ | No log | 33.75 | 270 | 0.7218 | 0.1146 | 0.7218 | 0.8496 |
187
+ | No log | 34.0 | 272 | 0.8414 | 0.1196 | 0.8414 | 0.9173 |
188
+ | No log | 34.25 | 274 | 0.8940 | 0.0984 | 0.8940 | 0.9455 |
189
+ | No log | 34.5 | 276 | 0.7783 | 0.1836 | 0.7783 | 0.8822 |
190
+ | No log | 34.75 | 278 | 0.7246 | 0.1199 | 0.7246 | 0.8512 |
191
+ | No log | 35.0 | 280 | 0.7329 | 0.1199 | 0.7329 | 0.8561 |
192
+ | No log | 35.25 | 282 | 0.8316 | 0.1817 | 0.8316 | 0.9119 |
193
+ | No log | 35.5 | 284 | 0.8692 | 0.0826 | 0.8692 | 0.9323 |
194
+ | No log | 35.75 | 286 | 0.8378 | 0.1817 | 0.8378 | 0.9153 |
195
+ | No log | 36.0 | 288 | 0.7641 | 0.1495 | 0.7641 | 0.8741 |
196
+ | No log | 36.25 | 290 | 0.7068 | 0.1254 | 0.7068 | 0.8407 |
197
+ | No log | 36.5 | 292 | 0.7010 | 0.1254 | 0.7010 | 0.8372 |
198
+ | No log | 36.75 | 294 | 0.7654 | 0.1440 | 0.7654 | 0.8749 |
199
+ | No log | 37.0 | 296 | 0.9345 | -0.0118 | 0.9345 | 0.9667 |
200
+ | No log | 37.25 | 298 | 1.0087 | 0.0440 | 1.0087 | 1.0044 |
201
+ | No log | 37.5 | 300 | 0.8799 | 0.0438 | 0.8799 | 0.9380 |
202
+ | No log | 37.75 | 302 | 0.7894 | 0.1921 | 0.7894 | 0.8885 |
203
+ | No log | 38.0 | 304 | 0.7499 | 0.1659 | 0.7499 | 0.8660 |
204
+ | No log | 38.25 | 306 | 0.7397 | 0.1298 | 0.7397 | 0.8600 |
205
+ | No log | 38.5 | 308 | 0.7408 | 0.1298 | 0.7408 | 0.8607 |
206
+ | No log | 38.75 | 310 | 0.7392 | 0.0732 | 0.7392 | 0.8597 |
207
+ | No log | 39.0 | 312 | 0.7688 | 0.1440 | 0.7688 | 0.8768 |
208
+ | No log | 39.25 | 314 | 0.8355 | 0.1387 | 0.8355 | 0.9141 |
209
+ | No log | 39.5 | 316 | 0.8384 | 0.1387 | 0.8384 | 0.9156 |
210
+ | No log | 39.75 | 318 | 0.7855 | 0.1049 | 0.7855 | 0.8863 |
211
+ | No log | 40.0 | 320 | 0.7665 | 0.2103 | 0.7665 | 0.8755 |
212
+ | No log | 40.25 | 322 | 0.7392 | 0.2181 | 0.7392 | 0.8598 |
213
+ | No log | 40.5 | 324 | 0.7406 | 0.1440 | 0.7406 | 0.8606 |
214
+ | No log | 40.75 | 326 | 0.9000 | -0.0163 | 0.9000 | 0.9487 |
215
+ | No log | 41.0 | 328 | 1.0864 | -0.0045 | 1.0864 | 1.0423 |
216
+ | No log | 41.25 | 330 | 1.0508 | 0.0006 | 1.0508 | 1.0251 |
217
+ | No log | 41.5 | 332 | 0.8710 | 0.1147 | 0.8710 | 0.9332 |
218
+ | No log | 41.75 | 334 | 0.7778 | 0.1923 | 0.7778 | 0.8819 |
219
+ | No log | 42.0 | 336 | 0.7775 | 0.2057 | 0.7775 | 0.8818 |
220
+ | No log | 42.25 | 338 | 0.7556 | 0.1983 | 0.7556 | 0.8693 |
221
+ | No log | 42.5 | 340 | 0.8036 | 0.0953 | 0.8036 | 0.8964 |
222
+ | No log | 42.75 | 342 | 0.9080 | -0.0118 | 0.9080 | 0.9529 |
223
+ | No log | 43.0 | 344 | 0.9565 | 0.0152 | 0.9565 | 0.9780 |
224
+ | No log | 43.25 | 346 | 0.8742 | -0.0441 | 0.8742 | 0.9350 |
225
+ | No log | 43.5 | 348 | 0.7522 | 0.1495 | 0.7522 | 0.8673 |
226
+ | No log | 43.75 | 350 | 0.7281 | 0.3014 | 0.7281 | 0.8533 |
227
+ | No log | 44.0 | 352 | 0.7809 | 0.3187 | 0.7809 | 0.8837 |
228
+ | No log | 44.25 | 354 | 0.7535 | 0.2490 | 0.7535 | 0.8680 |
229
+ | No log | 44.5 | 356 | 0.7063 | 0.3111 | 0.7063 | 0.8404 |
230
+ | No log | 44.75 | 358 | 0.7223 | 0.1986 | 0.7223 | 0.8499 |
231
+ | No log | 45.0 | 360 | 0.8013 | 0.1286 | 0.8013 | 0.8951 |
232
+ | No log | 45.25 | 362 | 0.7650 | 0.1506 | 0.7650 | 0.8747 |
233
+ | No log | 45.5 | 364 | 0.6943 | 0.1565 | 0.6943 | 0.8332 |
234
+ | No log | 45.75 | 366 | 0.6555 | 0.1878 | 0.6555 | 0.8097 |
235
+ | No log | 46.0 | 368 | 0.6503 | 0.1902 | 0.6503 | 0.8064 |
236
+ | No log | 46.25 | 370 | 0.6495 | 0.1902 | 0.6495 | 0.8059 |
237
+ | No log | 46.5 | 372 | 0.6792 | 0.2180 | 0.6792 | 0.8241 |
238
+ | No log | 46.75 | 374 | 0.7044 | 0.1506 | 0.7044 | 0.8393 |
239
+ | No log | 47.0 | 376 | 0.7049 | 0.1506 | 0.7049 | 0.8396 |
240
+ | No log | 47.25 | 378 | 0.7017 | 0.1659 | 0.7017 | 0.8377 |
241
+ | No log | 47.5 | 380 | 0.7323 | 0.1644 | 0.7323 | 0.8557 |
242
+ | No log | 47.75 | 382 | 0.7914 | 0.1964 | 0.7914 | 0.8896 |
243
+ | No log | 48.0 | 384 | 0.8950 | -0.0393 | 0.8950 | 0.9460 |
244
+ | No log | 48.25 | 386 | 0.9220 | 0.0182 | 0.9220 | 0.9602 |
245
+ | No log | 48.5 | 388 | 0.8482 | 0.0091 | 0.8482 | 0.9210 |
246
+ | No log | 48.75 | 390 | 0.7857 | 0.0611 | 0.7857 | 0.8864 |
247
+ | No log | 49.0 | 392 | 0.7643 | 0.1541 | 0.7643 | 0.8742 |
248
+ | No log | 49.25 | 394 | 0.7688 | 0.0611 | 0.7688 | 0.8768 |
249
+ | No log | 49.5 | 396 | 0.7621 | 0.0562 | 0.7621 | 0.8730 |
250
+ | No log | 49.75 | 398 | 0.7194 | 0.1553 | 0.7194 | 0.8482 |
251
+ | No log | 50.0 | 400 | 0.6874 | 0.1553 | 0.6874 | 0.8291 |
252
+ | No log | 50.25 | 402 | 0.6810 | 0.1553 | 0.6810 | 0.8252 |
253
+ | No log | 50.5 | 404 | 0.6994 | 0.1495 | 0.6994 | 0.8363 |
254
+ | No log | 50.75 | 406 | 0.7097 | 0.1506 | 0.7097 | 0.8424 |
255
+ | No log | 51.0 | 408 | 0.7217 | 0.1449 | 0.7217 | 0.8495 |
256
+ | No log | 51.25 | 410 | 0.6974 | 0.1553 | 0.6974 | 0.8351 |
257
+ | No log | 51.5 | 412 | 0.6829 | 0.1541 | 0.6829 | 0.8264 |
258
+ | No log | 51.75 | 414 | 0.6807 | 0.1942 | 0.6807 | 0.8251 |
259
+ | No log | 52.0 | 416 | 0.6808 | 0.3317 | 0.6808 | 0.8251 |
260
+ | No log | 52.25 | 418 | 0.6839 | 0.2934 | 0.6839 | 0.8270 |
261
+ | No log | 52.5 | 420 | 0.6940 | 0.2471 | 0.6940 | 0.8330 |
262
+ | No log | 52.75 | 422 | 0.7397 | 0.1495 | 0.7397 | 0.8601 |
263
+ | No log | 53.0 | 424 | 0.8129 | 0.0871 | 0.8129 | 0.9016 |
264
+ | No log | 53.25 | 426 | 0.8142 | 0.0867 | 0.8142 | 0.9024 |
265
+ | No log | 53.5 | 428 | 0.7517 | 0.1387 | 0.7517 | 0.8670 |
266
+ | No log | 53.75 | 430 | 0.7022 | 0.2078 | 0.7022 | 0.8380 |
267
+ | No log | 54.0 | 432 | 0.7315 | 0.2080 | 0.7315 | 0.8553 |
268
+ | No log | 54.25 | 434 | 0.7702 | 0.1649 | 0.7702 | 0.8776 |
269
+ | No log | 54.5 | 436 | 0.7786 | 0.1209 | 0.7786 | 0.8824 |
270
+ | No log | 54.75 | 438 | 0.8042 | 0.1050 | 0.8042 | 0.8968 |
271
+ | No log | 55.0 | 440 | 0.8732 | 0.0816 | 0.8732 | 0.9345 |
272
+ | No log | 55.25 | 442 | 0.8908 | 0.0747 | 0.8908 | 0.9438 |
273
+ | No log | 55.5 | 444 | 0.8485 | 0.1901 | 0.8485 | 0.9211 |
274
+ | No log | 55.75 | 446 | 0.7788 | 0.2336 | 0.7788 | 0.8825 |
275
+ | No log | 56.0 | 448 | 0.7525 | 0.2476 | 0.7525 | 0.8675 |
276
+ | No log | 56.25 | 450 | 0.7369 | 0.2096 | 0.7369 | 0.8584 |
277
+ | No log | 56.5 | 452 | 0.7383 | 0.2009 | 0.7383 | 0.8593 |
278
+ | No log | 56.75 | 454 | 0.7611 | 0.1495 | 0.7611 | 0.8724 |
279
+ | No log | 57.0 | 456 | 0.7704 | 0.1495 | 0.7704 | 0.8777 |
280
+ | No log | 57.25 | 458 | 0.7566 | 0.1495 | 0.7566 | 0.8698 |
281
+ | No log | 57.5 | 460 | 0.7267 | 0.2009 | 0.7267 | 0.8525 |
282
+ | No log | 57.75 | 462 | 0.6967 | 0.2078 | 0.6967 | 0.8347 |
283
+ | No log | 58.0 | 464 | 0.6836 | 0.2078 | 0.6836 | 0.8268 |
284
+ | No log | 58.25 | 466 | 0.6834 | 0.2078 | 0.6834 | 0.8267 |
285
+ | No log | 58.5 | 468 | 0.6925 | 0.2150 | 0.6925 | 0.8322 |
286
+ | No log | 58.75 | 470 | 0.7066 | 0.2053 | 0.7066 | 0.8406 |
287
+ | No log | 59.0 | 472 | 0.7285 | 0.2009 | 0.7285 | 0.8535 |
288
+ | No log | 59.25 | 474 | 0.7614 | 0.1440 | 0.7614 | 0.8726 |
289
+ | No log | 59.5 | 476 | 0.7561 | 0.1440 | 0.7561 | 0.8696 |
290
+ | No log | 59.75 | 478 | 0.7617 | 0.1440 | 0.7617 | 0.8728 |
291
+ | No log | 60.0 | 480 | 0.7440 | 0.1440 | 0.7440 | 0.8626 |
292
+ | No log | 60.25 | 482 | 0.7165 | 0.1506 | 0.7165 | 0.8465 |
293
+ | No log | 60.5 | 484 | 0.7107 | 0.1506 | 0.7107 | 0.8430 |
294
+ | No log | 60.75 | 486 | 0.7037 | 0.1506 | 0.7037 | 0.8389 |
295
+ | No log | 61.0 | 488 | 0.6974 | 0.1506 | 0.6974 | 0.8351 |
296
+ | No log | 61.25 | 490 | 0.6985 | 0.1506 | 0.6985 | 0.8358 |
297
+ | No log | 61.5 | 492 | 0.6861 | 0.1553 | 0.6861 | 0.8283 |
298
+ | No log | 61.75 | 494 | 0.6844 | 0.2078 | 0.6844 | 0.8273 |
299
+ | No log | 62.0 | 496 | 0.6829 | 0.1807 | 0.6829 | 0.8264 |
300
+ | No log | 62.25 | 498 | 0.6822 | 0.1304 | 0.6822 | 0.8260 |
301
+ | 0.2249 | 62.5 | 500 | 0.6853 | 0.2078 | 0.6853 | 0.8278 |
302
+ | 0.2249 | 62.75 | 502 | 0.7075 | 0.1565 | 0.7075 | 0.8411 |
303
+ | 0.2249 | 63.0 | 504 | 0.7229 | 0.1506 | 0.7229 | 0.8502 |
304
+ | 0.2249 | 63.25 | 506 | 0.7064 | 0.1565 | 0.7064 | 0.8405 |
305
+ | 0.2249 | 63.5 | 508 | 0.6853 | 0.1659 | 0.6853 | 0.8279 |
306
+ | 0.2249 | 63.75 | 510 | 0.6977 | 0.1769 | 0.6977 | 0.8353 |
307
 
308
 
309
  ### Framework versions