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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k16_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k15_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k15_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7312
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- - Qwk: 0.3822
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- - Mse: 0.7312
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- - Rmse: 0.8551
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  ## Model description
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@@ -49,265 +49,263 @@ 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 | 0.04 | 2 | 2.4274 | 0.0052 | 2.4274 | 1.5580 |
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- | No log | 0.08 | 4 | 1.1765 | 0.0736 | 1.1765 | 1.0847 |
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- | No log | 0.12 | 6 | 0.9564 | -0.0622 | 0.9564 | 0.9780 |
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- | No log | 0.16 | 8 | 0.8266 | -0.0426 | 0.8266 | 0.9092 |
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- | No log | 0.2 | 10 | 0.7358 | 0.0428 | 0.7358 | 0.8578 |
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- | No log | 0.24 | 12 | 0.7339 | 0.0 | 0.7339 | 0.8567 |
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- | No log | 0.28 | 14 | 0.7785 | 0.0428 | 0.7785 | 0.8823 |
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- | No log | 0.32 | 16 | 0.7659 | 0.0 | 0.7659 | 0.8751 |
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- | No log | 0.36 | 18 | 0.7373 | 0.0 | 0.7373 | 0.8586 |
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- | No log | 0.4 | 20 | 0.7442 | 0.0428 | 0.7442 | 0.8627 |
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- | No log | 0.44 | 22 | 0.7170 | 0.0840 | 0.7170 | 0.8468 |
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- | No log | 0.48 | 24 | 0.7069 | 0.0798 | 0.7069 | 0.8408 |
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- | No log | 0.52 | 26 | 0.7456 | 0.0481 | 0.7456 | 0.8635 |
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- | No log | 0.56 | 28 | 0.7848 | 0.0053 | 0.7848 | 0.8859 |
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- | No log | 0.6 | 30 | 0.7799 | -0.0339 | 0.7799 | 0.8831 |
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- | No log | 0.64 | 32 | 0.9028 | 0.1711 | 0.9028 | 0.9502 |
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- | No log | 0.68 | 34 | 0.9872 | 0.1618 | 0.9872 | 0.9936 |
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- | No log | 0.72 | 36 | 0.9041 | 0.2046 | 0.9041 | 0.9509 |
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- | No log | 0.76 | 38 | 0.8139 | -0.0354 | 0.8139 | 0.9022 |
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- | No log | 0.8 | 40 | 0.8337 | -0.1217 | 0.8337 | 0.9131 |
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- | No log | 0.84 | 42 | 0.9384 | -0.1217 | 0.9384 | 0.9687 |
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- | No log | 0.88 | 44 | 1.1199 | -0.0741 | 1.1199 | 1.0582 |
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- | No log | 0.92 | 46 | 0.9025 | -0.1217 | 0.9025 | 0.9500 |
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- | No log | 0.96 | 48 | 0.7865 | 0.0 | 0.7865 | 0.8869 |
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- | No log | 1.0 | 50 | 0.9136 | 0.1345 | 0.9136 | 0.9558 |
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- | No log | 1.04 | 52 | 0.9775 | 0.1323 | 0.9775 | 0.9887 |
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- | No log | 1.08 | 54 | 0.8843 | 0.1328 | 0.8843 | 0.9404 |
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- | No log | 1.12 | 56 | 0.7788 | 0.1263 | 0.7788 | 0.8825 |
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- | No log | 1.16 | 58 | 0.7441 | 0.2317 | 0.7441 | 0.8626 |
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- | No log | 1.2 | 60 | 0.7116 | 0.2280 | 0.7116 | 0.8436 |
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- | No log | 1.24 | 62 | 0.7402 | 0.1673 | 0.7402 | 0.8604 |
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- | No log | 1.28 | 64 | 0.7879 | 0.0905 | 0.7879 | 0.8876 |
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- | No log | 1.32 | 66 | 0.7520 | 0.0798 | 0.7520 | 0.8672 |
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- | No log | 1.3600 | 68 | 0.7561 | 0.1863 | 0.7561 | 0.8695 |
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- | No log | 1.4 | 70 | 0.8336 | 0.2652 | 0.8336 | 0.9130 |
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- | No log | 1.44 | 72 | 0.7358 | 0.2718 | 0.7358 | 0.8578 |
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- | No log | 1.48 | 74 | 0.6614 | 0.2270 | 0.6614 | 0.8133 |
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- | No log | 1.52 | 76 | 0.6557 | 0.2930 | 0.6557 | 0.8098 |
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- | No log | 1.56 | 78 | 0.6466 | 0.2930 | 0.6466 | 0.8041 |
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- | No log | 1.6 | 80 | 0.6585 | 0.3546 | 0.6585 | 0.8115 |
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- | No log | 1.6400 | 82 | 0.7471 | 0.2950 | 0.7471 | 0.8643 |
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- | No log | 1.6800 | 84 | 0.7469 | 0.3166 | 0.7469 | 0.8643 |
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- | No log | 1.72 | 86 | 0.7328 | 0.2537 | 0.7328 | 0.8561 |
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- | No log | 1.76 | 88 | 0.7457 | 0.2036 | 0.7457 | 0.8635 |
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- | No log | 1.8 | 90 | 0.7577 | 0.2395 | 0.7577 | 0.8705 |
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- | No log | 1.8400 | 92 | 0.6830 | 0.2481 | 0.6830 | 0.8264 |
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- | No log | 1.88 | 94 | 0.6471 | 0.2677 | 0.6471 | 0.8044 |
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- | No log | 1.92 | 96 | 0.6638 | 0.3166 | 0.6638 | 0.8147 |
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- | No log | 1.96 | 98 | 0.6636 | 0.3166 | 0.6636 | 0.8146 |
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- | No log | 2.0 | 100 | 0.6602 | 0.2412 | 0.6602 | 0.8125 |
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- | No log | 2.04 | 102 | 0.6978 | 0.3407 | 0.6978 | 0.8353 |
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- | No log | 2.08 | 104 | 0.6805 | 0.3666 | 0.6805 | 0.8249 |
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- | No log | 2.12 | 106 | 0.6165 | 0.3070 | 0.6165 | 0.7852 |
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- | No log | 2.16 | 108 | 0.6135 | 0.3239 | 0.6135 | 0.7833 |
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- | No log | 2.2 | 110 | 0.6312 | 0.4124 | 0.6312 | 0.7945 |
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- | No log | 2.24 | 112 | 0.6614 | 0.4473 | 0.6614 | 0.8133 |
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- | No log | 2.2800 | 114 | 0.6648 | 0.4051 | 0.6648 | 0.8153 |
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- | No log | 2.32 | 116 | 0.6930 | 0.4193 | 0.6930 | 0.8325 |
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- | No log | 2.36 | 118 | 0.6933 | 0.4674 | 0.6933 | 0.8326 |
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- | No log | 2.4 | 120 | 0.6805 | 0.4674 | 0.6805 | 0.8249 |
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- | No log | 2.44 | 122 | 0.6622 | 0.4674 | 0.6622 | 0.8137 |
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- | No log | 2.48 | 124 | 0.6446 | 0.4244 | 0.6446 | 0.8029 |
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- | No log | 2.52 | 126 | 0.6384 | 0.3701 | 0.6384 | 0.7990 |
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- | No log | 2.56 | 128 | 0.6362 | 0.3976 | 0.6362 | 0.7976 |
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- | No log | 2.6 | 130 | 0.6191 | 0.3976 | 0.6191 | 0.7869 |
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- | No log | 2.64 | 132 | 0.6174 | 0.3153 | 0.6174 | 0.7857 |
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- | No log | 2.68 | 134 | 0.6226 | 0.2852 | 0.6226 | 0.7891 |
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- | No log | 2.7200 | 136 | 0.6031 | 0.3050 | 0.6031 | 0.7766 |
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- | No log | 2.76 | 138 | 0.6677 | 0.4052 | 0.6677 | 0.8171 |
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- | No log | 2.8 | 140 | 0.7138 | 0.4470 | 0.7138 | 0.8449 |
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- | No log | 2.84 | 142 | 0.6412 | 0.4144 | 0.6412 | 0.8008 |
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- | No log | 2.88 | 144 | 0.5717 | 0.3312 | 0.5717 | 0.7561 |
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- | No log | 2.92 | 146 | 0.5804 | 0.3603 | 0.5804 | 0.7619 |
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- | No log | 2.96 | 148 | 0.5864 | 0.3910 | 0.5864 | 0.7658 |
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- | No log | 3.0 | 150 | 0.6052 | 0.4147 | 0.6052 | 0.7779 |
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- | No log | 3.04 | 152 | 0.6525 | 0.2413 | 0.6525 | 0.8078 |
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- | No log | 3.08 | 154 | 0.6053 | 0.4012 | 0.6053 | 0.7780 |
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- | No log | 3.12 | 156 | 0.5813 | 0.4697 | 0.5813 | 0.7625 |
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- | No log | 3.16 | 158 | 0.5972 | 0.4923 | 0.5972 | 0.7728 |
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- | No log | 3.2 | 160 | 0.6184 | 0.4820 | 0.6184 | 0.7864 |
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- | No log | 3.24 | 162 | 0.6251 | 0.3887 | 0.6251 | 0.7906 |
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- | No log | 3.2800 | 164 | 0.6522 | 0.3942 | 0.6522 | 0.8076 |
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- | No log | 3.32 | 166 | 0.7626 | 0.3981 | 0.7626 | 0.8733 |
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- | No log | 3.36 | 168 | 0.8190 | 0.3665 | 0.8190 | 0.9050 |
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- | No log | 3.4 | 170 | 0.7365 | 0.2949 | 0.7365 | 0.8582 |
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- | No log | 3.44 | 172 | 0.6701 | 0.3865 | 0.6701 | 0.8186 |
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- | No log | 3.48 | 174 | 0.6744 | 0.4762 | 0.6744 | 0.8212 |
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- | No log | 3.52 | 176 | 0.6518 | 0.4953 | 0.6518 | 0.8074 |
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- | No log | 3.56 | 178 | 0.6513 | 0.3763 | 0.6513 | 0.8070 |
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- | No log | 3.6 | 180 | 0.7456 | 0.4197 | 0.7456 | 0.8635 |
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- | No log | 3.64 | 182 | 0.7882 | 0.4592 | 0.7882 | 0.8878 |
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- | No log | 3.68 | 184 | 0.6834 | 0.4295 | 0.6834 | 0.8267 |
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- | No log | 3.7200 | 186 | 0.6000 | 0.5123 | 0.6000 | 0.7746 |
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- | No log | 3.76 | 188 | 0.5895 | 0.4934 | 0.5895 | 0.7678 |
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- | No log | 3.8 | 190 | 0.5911 | 0.4526 | 0.5911 | 0.7688 |
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- | No log | 3.84 | 192 | 0.5921 | 0.4384 | 0.5921 | 0.7695 |
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- | No log | 3.88 | 194 | 0.5723 | 0.4747 | 0.5723 | 0.7565 |
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- | No log | 3.92 | 196 | 0.5636 | 0.4270 | 0.5636 | 0.7508 |
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- | No log | 3.96 | 198 | 0.5608 | 0.5379 | 0.5608 | 0.7489 |
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- | No log | 4.0 | 200 | 0.5640 | 0.5419 | 0.5640 | 0.7510 |
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- | No log | 4.04 | 202 | 0.5566 | 0.5742 | 0.5566 | 0.7461 |
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- | No log | 4.08 | 204 | 0.5370 | 0.5288 | 0.5370 | 0.7328 |
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- | No log | 4.12 | 206 | 0.5359 | 0.5306 | 0.5359 | 0.7320 |
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- | No log | 4.16 | 208 | 0.5686 | 0.4402 | 0.5686 | 0.7541 |
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- | No log | 4.2 | 210 | 0.6591 | 0.2847 | 0.6591 | 0.8119 |
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- | No log | 4.24 | 212 | 0.6738 | 0.2847 | 0.6738 | 0.8209 |
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- | No log | 4.28 | 214 | 0.6451 | 0.3651 | 0.6451 | 0.8032 |
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- | No log | 4.32 | 216 | 0.6266 | 0.5213 | 0.6266 | 0.7916 |
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- | No log | 4.36 | 218 | 0.6424 | 0.4455 | 0.6424 | 0.8015 |
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- | No log | 4.4 | 220 | 0.6619 | 0.4085 | 0.6619 | 0.8136 |
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- | No log | 4.44 | 222 | 0.6920 | 0.4592 | 0.6920 | 0.8319 |
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- | No log | 4.48 | 224 | 0.6724 | 0.4116 | 0.6724 | 0.8200 |
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- | No log | 4.52 | 226 | 0.6453 | 0.4154 | 0.6453 | 0.8033 |
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- | No log | 4.5600 | 228 | 0.6381 | 0.4526 | 0.6381 | 0.7988 |
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- | No log | 4.6 | 230 | 0.6885 | 0.4321 | 0.6885 | 0.8297 |
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- | No log | 4.64 | 232 | 0.6799 | 0.4858 | 0.6799 | 0.8246 |
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- | No log | 4.68 | 234 | 0.6394 | 0.4945 | 0.6394 | 0.7996 |
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- | No log | 4.72 | 236 | 0.6393 | 0.4342 | 0.6393 | 0.7996 |
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- | No log | 4.76 | 238 | 0.6353 | 0.4116 | 0.6353 | 0.7970 |
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- | No log | 4.8 | 240 | 0.6287 | 0.4190 | 0.6287 | 0.7929 |
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- | No log | 4.84 | 242 | 0.6402 | 0.4386 | 0.6402 | 0.8001 |
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- | No log | 4.88 | 244 | 0.6417 | 0.3481 | 0.6417 | 0.8011 |
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- | No log | 4.92 | 246 | 0.6747 | 0.3545 | 0.6747 | 0.8214 |
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- | No log | 4.96 | 248 | 0.8066 | 0.2754 | 0.8066 | 0.8981 |
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- | No log | 5.0 | 250 | 0.8043 | 0.2492 | 0.8043 | 0.8968 |
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- | No log | 5.04 | 252 | 0.7289 | 0.4020 | 0.7289 | 0.8538 |
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- | No log | 5.08 | 254 | 0.7174 | 0.3914 | 0.7174 | 0.8470 |
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- | No log | 5.12 | 256 | 0.6939 | 0.4377 | 0.6939 | 0.8330 |
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- | No log | 5.16 | 258 | 0.6843 | 0.4795 | 0.6843 | 0.8273 |
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- | No log | 5.2 | 260 | 0.6972 | 0.4176 | 0.6972 | 0.8350 |
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- | No log | 5.24 | 262 | 0.7394 | 0.3746 | 0.7394 | 0.8599 |
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- | No log | 5.28 | 264 | 0.6968 | 0.3746 | 0.6968 | 0.8348 |
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- | No log | 5.32 | 266 | 0.6740 | 0.3762 | 0.6740 | 0.8210 |
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- | No log | 5.36 | 268 | 0.6626 | 0.4029 | 0.6626 | 0.8140 |
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- | No log | 5.4 | 270 | 0.6439 | 0.3689 | 0.6439 | 0.8024 |
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- | No log | 5.44 | 272 | 0.6539 | 0.4186 | 0.6539 | 0.8087 |
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- | No log | 5.48 | 274 | 0.7257 | 0.4424 | 0.7257 | 0.8519 |
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- | No log | 5.52 | 276 | 0.6767 | 0.4165 | 0.6767 | 0.8226 |
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- | No log | 5.5600 | 278 | 0.6041 | 0.4660 | 0.6041 | 0.7773 |
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- | No log | 5.6 | 280 | 0.5952 | 0.4505 | 0.5952 | 0.7715 |
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- | No log | 5.64 | 282 | 0.6150 | 0.5032 | 0.6150 | 0.7842 |
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- | No log | 5.68 | 284 | 0.7016 | 0.4562 | 0.7016 | 0.8376 |
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- | No log | 5.72 | 286 | 0.7097 | 0.4562 | 0.7097 | 0.8424 |
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- | No log | 5.76 | 288 | 0.6046 | 0.4112 | 0.6046 | 0.7776 |
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- | No log | 5.8 | 290 | 0.5544 | 0.4438 | 0.5544 | 0.7446 |
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- | No log | 5.84 | 292 | 0.5784 | 0.4858 | 0.5784 | 0.7605 |
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- | No log | 5.88 | 294 | 0.5696 | 0.4615 | 0.5696 | 0.7547 |
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- | No log | 5.92 | 296 | 0.5764 | 0.4484 | 0.5764 | 0.7592 |
200
- | No log | 5.96 | 298 | 0.5785 | 0.4591 | 0.5785 | 0.7606 |
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- | No log | 6.0 | 300 | 0.5834 | 0.4591 | 0.5834 | 0.7638 |
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- | No log | 6.04 | 302 | 0.5812 | 0.5114 | 0.5812 | 0.7624 |
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- | No log | 6.08 | 304 | 0.5857 | 0.4314 | 0.5857 | 0.7653 |
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- | No log | 6.12 | 306 | 0.6044 | 0.3966 | 0.6044 | 0.7774 |
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- | No log | 6.16 | 308 | 0.6554 | 0.3662 | 0.6554 | 0.8096 |
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- | No log | 6.2 | 310 | 0.6458 | 0.3942 | 0.6458 | 0.8036 |
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- | No log | 6.24 | 312 | 0.6404 | 0.4601 | 0.6404 | 0.8003 |
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- | No log | 6.28 | 314 | 0.6362 | 0.4919 | 0.6362 | 0.7976 |
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- | No log | 6.32 | 316 | 0.6572 | 0.4493 | 0.6572 | 0.8107 |
210
- | No log | 6.36 | 318 | 0.7344 | 0.3942 | 0.7344 | 0.8570 |
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- | No log | 6.4 | 320 | 0.7887 | 0.3131 | 0.7887 | 0.8881 |
212
- | No log | 6.44 | 322 | 0.7331 | 0.4212 | 0.7331 | 0.8562 |
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- | No log | 6.48 | 324 | 0.6939 | 0.4459 | 0.6939 | 0.8330 |
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- | No log | 6.52 | 326 | 0.6825 | 0.4459 | 0.6825 | 0.8261 |
215
- | No log | 6.5600 | 328 | 0.6399 | 0.4354 | 0.6399 | 0.8000 |
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- | No log | 6.6 | 330 | 0.6121 | 0.4441 | 0.6121 | 0.7824 |
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- | No log | 6.64 | 332 | 0.6228 | 0.4137 | 0.6228 | 0.7891 |
218
- | No log | 6.68 | 334 | 0.6502 | 0.5135 | 0.6502 | 0.8063 |
219
- | No log | 6.72 | 336 | 0.6563 | 0.4288 | 0.6563 | 0.8101 |
220
- | No log | 6.76 | 338 | 0.6926 | 0.3690 | 0.6926 | 0.8322 |
221
- | No log | 6.8 | 340 | 0.7230 | 0.4441 | 0.7230 | 0.8503 |
222
- | No log | 6.84 | 342 | 0.6944 | 0.4341 | 0.6944 | 0.8333 |
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- | No log | 6.88 | 344 | 0.6796 | 0.4789 | 0.6796 | 0.8244 |
224
- | No log | 6.92 | 346 | 0.6716 | 0.4892 | 0.6716 | 0.8195 |
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- | No log | 6.96 | 348 | 0.6652 | 0.5101 | 0.6652 | 0.8156 |
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- | No log | 7.0 | 350 | 0.6921 | 0.4663 | 0.6921 | 0.8319 |
227
- | No log | 7.04 | 352 | 0.7951 | 0.3868 | 0.7951 | 0.8917 |
228
- | No log | 7.08 | 354 | 0.8334 | 0.3847 | 0.8334 | 0.9129 |
229
- | No log | 7.12 | 356 | 0.7312 | 0.4023 | 0.7312 | 0.8551 |
230
- | No log | 7.16 | 358 | 0.6664 | 0.5288 | 0.6664 | 0.8163 |
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- | No log | 7.2 | 360 | 0.6628 | 0.4771 | 0.6628 | 0.8141 |
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- | No log | 7.24 | 362 | 0.6810 | 0.5288 | 0.6810 | 0.8252 |
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- | No log | 7.28 | 364 | 0.7649 | 0.3667 | 0.7649 | 0.8746 |
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- | No log | 7.32 | 366 | 0.8399 | 0.4088 | 0.8399 | 0.9164 |
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- | No log | 7.36 | 368 | 0.7635 | 0.4404 | 0.7635 | 0.8738 |
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- | No log | 7.4 | 370 | 0.6856 | 0.5020 | 0.6856 | 0.8280 |
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- | No log | 7.44 | 372 | 0.6553 | 0.5135 | 0.6553 | 0.8095 |
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- | No log | 7.48 | 374 | 0.6384 | 0.5075 | 0.6384 | 0.7990 |
239
- | No log | 7.52 | 376 | 0.6330 | 0.4919 | 0.6330 | 0.7956 |
240
- | No log | 7.5600 | 378 | 0.6563 | 0.4819 | 0.6563 | 0.8101 |
241
- | No log | 7.6 | 380 | 0.6292 | 0.5095 | 0.6292 | 0.7932 |
242
- | No log | 7.64 | 382 | 0.6429 | 0.5039 | 0.6429 | 0.8018 |
243
- | No log | 7.68 | 384 | 0.6684 | 0.4406 | 0.6684 | 0.8176 |
244
- | No log | 7.72 | 386 | 0.6482 | 0.4692 | 0.6482 | 0.8051 |
245
- | No log | 7.76 | 388 | 0.6332 | 0.4259 | 0.6332 | 0.7957 |
246
- | No log | 7.8 | 390 | 0.6645 | 0.4484 | 0.6645 | 0.8152 |
247
- | No log | 7.84 | 392 | 0.6261 | 0.4618 | 0.6261 | 0.7913 |
248
- | No log | 7.88 | 394 | 0.5782 | 0.4278 | 0.5782 | 0.7604 |
249
- | No log | 7.92 | 396 | 0.5975 | 0.4555 | 0.5975 | 0.7730 |
250
- | No log | 7.96 | 398 | 0.6356 | 0.5044 | 0.6356 | 0.7972 |
251
- | No log | 8.0 | 400 | 0.6112 | 0.5110 | 0.6112 | 0.7818 |
252
- | No log | 8.04 | 402 | 0.5822 | 0.4857 | 0.5822 | 0.7630 |
253
- | No log | 8.08 | 404 | 0.6031 | 0.4393 | 0.6031 | 0.7766 |
254
- | No log | 8.12 | 406 | 0.6764 | 0.4369 | 0.6764 | 0.8224 |
255
- | No log | 8.16 | 408 | 0.6584 | 0.4550 | 0.6584 | 0.8114 |
256
- | No log | 8.2 | 410 | 0.5844 | 0.4624 | 0.5844 | 0.7645 |
257
- | No log | 8.24 | 412 | 0.5819 | 0.4898 | 0.5819 | 0.7628 |
258
- | No log | 8.28 | 414 | 0.5898 | 0.4753 | 0.5898 | 0.7680 |
259
- | No log | 8.32 | 416 | 0.6123 | 0.4901 | 0.6123 | 0.7825 |
260
- | No log | 8.36 | 418 | 0.6276 | 0.4662 | 0.6276 | 0.7922 |
261
- | No log | 8.4 | 420 | 0.6287 | 0.4789 | 0.6287 | 0.7929 |
262
- | No log | 8.44 | 422 | 0.6326 | 0.5397 | 0.6326 | 0.7954 |
263
- | No log | 8.48 | 424 | 0.6263 | 0.5288 | 0.6263 | 0.7914 |
264
- | No log | 8.52 | 426 | 0.6286 | 0.5121 | 0.6286 | 0.7928 |
265
- | No log | 8.56 | 428 | 0.6186 | 0.5753 | 0.6186 | 0.7865 |
266
- | No log | 8.6 | 430 | 0.6160 | 0.4855 | 0.6160 | 0.7849 |
267
- | No log | 8.64 | 432 | 0.6613 | 0.4568 | 0.6613 | 0.8132 |
268
- | No log | 8.68 | 434 | 0.6471 | 0.4065 | 0.6471 | 0.8044 |
269
- | No log | 8.72 | 436 | 0.6502 | 0.3609 | 0.6502 | 0.8064 |
270
- | No log | 8.76 | 438 | 0.6294 | 0.3794 | 0.6294 | 0.7933 |
271
- | No log | 8.8 | 440 | 0.6102 | 0.4076 | 0.6102 | 0.7812 |
272
- | No log | 8.84 | 442 | 0.6291 | 0.4076 | 0.6291 | 0.7931 |
273
- | No log | 8.88 | 444 | 0.6416 | 0.4664 | 0.6416 | 0.8010 |
274
- | No log | 8.92 | 446 | 0.6549 | 0.4665 | 0.6549 | 0.8092 |
275
- | No log | 8.96 | 448 | 0.6032 | 0.5184 | 0.6032 | 0.7766 |
276
- | No log | 9.0 | 450 | 0.6001 | 0.5397 | 0.6001 | 0.7747 |
277
- | No log | 9.04 | 452 | 0.5908 | 0.5397 | 0.5908 | 0.7686 |
278
- | No log | 9.08 | 454 | 0.5838 | 0.5397 | 0.5838 | 0.7641 |
279
- | No log | 9.12 | 456 | 0.5866 | 0.5226 | 0.5866 | 0.7659 |
280
- | No log | 9.16 | 458 | 0.6180 | 0.4531 | 0.6180 | 0.7861 |
281
- | No log | 9.2 | 460 | 0.5910 | 0.4925 | 0.5910 | 0.7688 |
282
- | No log | 9.24 | 462 | 0.5664 | 0.4857 | 0.5664 | 0.7526 |
283
- | No log | 9.28 | 464 | 0.5691 | 0.4276 | 0.5691 | 0.7544 |
284
- | No log | 9.32 | 466 | 0.5830 | 0.4639 | 0.5830 | 0.7636 |
285
- | No log | 9.36 | 468 | 0.6095 | 0.4933 | 0.6095 | 0.7807 |
286
- | No log | 9.4 | 470 | 0.6089 | 0.5306 | 0.6089 | 0.7803 |
287
- | No log | 9.44 | 472 | 0.6092 | 0.5383 | 0.6092 | 0.7805 |
288
- | No log | 9.48 | 474 | 0.6133 | 0.5450 | 0.6133 | 0.7832 |
289
- | No log | 9.52 | 476 | 0.6409 | 0.5025 | 0.6409 | 0.8006 |
290
- | No log | 9.56 | 478 | 0.6401 | 0.5008 | 0.6401 | 0.8000 |
291
- | No log | 9.6 | 480 | 0.6658 | 0.4916 | 0.6658 | 0.8160 |
292
- | No log | 9.64 | 482 | 0.8531 | 0.3848 | 0.8531 | 0.9236 |
293
- | No log | 9.68 | 484 | 0.9948 | 0.3866 | 0.9948 | 0.9974 |
294
- | No log | 9.72 | 486 | 0.9550 | 0.3690 | 0.9550 | 0.9772 |
295
- | No log | 9.76 | 488 | 0.8077 | 0.3521 | 0.8077 | 0.8987 |
296
- | No log | 9.8 | 490 | 0.6595 | 0.5016 | 0.6595 | 0.8121 |
297
- | No log | 9.84 | 492 | 0.5997 | 0.4837 | 0.5997 | 0.7744 |
298
- | No log | 9.88 | 494 | 0.6031 | 0.5373 | 0.6031 | 0.7766 |
299
- | No log | 9.92 | 496 | 0.5987 | 0.5656 | 0.5987 | 0.7737 |
300
- | No log | 9.96 | 498 | 0.6234 | 0.4901 | 0.6234 | 0.7895 |
301
- | 0.3389 | 10.0 | 500 | 0.6875 | 0.4476 | 0.6875 | 0.8292 |
302
- | 0.3389 | 10.04 | 502 | 0.7098 | 0.4104 | 0.7098 | 0.8425 |
303
- | 0.3389 | 10.08 | 504 | 0.6939 | 0.4104 | 0.6939 | 0.8330 |
304
- | 0.3389 | 10.12 | 506 | 0.6332 | 0.4901 | 0.6332 | 0.7958 |
305
- | 0.3389 | 10.16 | 508 | 0.6172 | 0.4923 | 0.6172 | 0.7856 |
306
- | 0.3389 | 10.2 | 510 | 0.6415 | 0.4349 | 0.6415 | 0.8010 |
307
- | 0.3389 | 10.24 | 512 | 0.6316 | 0.4205 | 0.6316 | 0.7947 |
308
- | 0.3389 | 10.28 | 514 | 0.6116 | 0.3677 | 0.6116 | 0.7821 |
309
- | 0.3389 | 10.32 | 516 | 0.6396 | 0.4219 | 0.6396 | 0.7997 |
310
- | 0.3389 | 10.36 | 518 | 0.7312 | 0.3822 | 0.7312 | 0.8551 |
311
 
312
 
313
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k16_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k16_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6372
19
+ - Qwk: 0.4282
20
+ - Mse: 0.6372
21
+ - Rmse: 0.7982
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0364 | 2 | 2.5788 | -0.0262 | 2.5788 | 1.6059 |
53
+ | No log | 0.0727 | 4 | 1.2167 | 0.1262 | 1.2167 | 1.1031 |
54
+ | No log | 0.1091 | 6 | 0.9711 | -0.0646 | 0.9711 | 0.9854 |
55
+ | No log | 0.1455 | 8 | 0.9854 | -0.0023 | 0.9854 | 0.9927 |
56
+ | No log | 0.1818 | 10 | 0.8059 | -0.0963 | 0.8059 | 0.8977 |
57
+ | No log | 0.2182 | 12 | 0.7344 | 0.0481 | 0.7344 | 0.8570 |
58
+ | No log | 0.2545 | 14 | 0.8561 | 0.2769 | 0.8561 | 0.9252 |
59
+ | No log | 0.2909 | 16 | 1.0006 | 0.2113 | 1.0006 | 1.0003 |
60
+ | No log | 0.3273 | 18 | 0.9503 | 0.2202 | 0.9503 | 0.9748 |
61
+ | No log | 0.3636 | 20 | 0.8344 | 0.3131 | 0.8344 | 0.9135 |
62
+ | No log | 0.4 | 22 | 0.7770 | 0.2156 | 0.7770 | 0.8815 |
63
+ | No log | 0.4364 | 24 | 0.6959 | 0.1321 | 0.6959 | 0.8342 |
64
+ | No log | 0.4727 | 26 | 0.6919 | 0.2080 | 0.6919 | 0.8318 |
65
+ | No log | 0.5091 | 28 | 0.7118 | 0.3719 | 0.7118 | 0.8437 |
66
+ | No log | 0.5455 | 30 | 0.7827 | 0.4209 | 0.7827 | 0.8847 |
67
+ | No log | 0.5818 | 32 | 0.7997 | 0.4209 | 0.7997 | 0.8943 |
68
+ | No log | 0.6182 | 34 | 0.8237 | 0.3993 | 0.8237 | 0.9076 |
69
+ | No log | 0.6545 | 36 | 0.9472 | 0.2354 | 0.9472 | 0.9732 |
70
+ | No log | 0.6909 | 38 | 0.8210 | 0.3553 | 0.8210 | 0.9061 |
71
+ | No log | 0.7273 | 40 | 0.7009 | 0.2979 | 0.7009 | 0.8372 |
72
+ | No log | 0.7636 | 42 | 0.7409 | 0.1539 | 0.7409 | 0.8608 |
73
+ | No log | 0.8 | 44 | 0.8503 | 0.2156 | 0.8503 | 0.9221 |
74
+ | No log | 0.8364 | 46 | 1.0590 | 0.3425 | 1.0590 | 1.0291 |
75
+ | No log | 0.8727 | 48 | 1.0693 | 0.2784 | 1.0693 | 1.0341 |
76
+ | No log | 0.9091 | 50 | 0.9131 | 0.2132 | 0.9131 | 0.9556 |
77
+ | No log | 0.9455 | 52 | 0.7500 | 0.0481 | 0.7500 | 0.8660 |
78
+ | No log | 0.9818 | 54 | 0.7062 | 0.0 | 0.7062 | 0.8403 |
79
+ | No log | 1.0182 | 56 | 0.7527 | 0.2718 | 0.7527 | 0.8676 |
80
+ | No log | 1.0545 | 58 | 0.7625 | 0.2930 | 0.7625 | 0.8732 |
81
+ | No log | 1.0909 | 60 | 0.7079 | 0.1922 | 0.7079 | 0.8414 |
82
+ | No log | 1.1273 | 62 | 0.7109 | 0.0 | 0.7109 | 0.8431 |
83
+ | No log | 1.1636 | 64 | 0.9790 | 0.3425 | 0.9790 | 0.9894 |
84
+ | No log | 1.2 | 66 | 1.1827 | 0.1702 | 1.1827 | 1.0875 |
85
+ | No log | 1.2364 | 68 | 1.0662 | 0.3247 | 1.0662 | 1.0326 |
86
+ | No log | 1.2727 | 70 | 0.7904 | 0.2703 | 0.7904 | 0.8890 |
87
+ | No log | 1.3091 | 72 | 0.6162 | 0.1287 | 0.6162 | 0.7850 |
88
+ | No log | 1.3455 | 74 | 0.6215 | 0.1287 | 0.6215 | 0.7884 |
89
+ | No log | 1.3818 | 76 | 0.6702 | 0.1321 | 0.6702 | 0.8186 |
90
+ | No log | 1.4182 | 78 | 0.6998 | 0.0481 | 0.6998 | 0.8366 |
91
+ | No log | 1.4545 | 80 | 0.6769 | 0.0 | 0.6769 | 0.8227 |
92
+ | No log | 1.4909 | 82 | 0.6509 | 0.1236 | 0.6509 | 0.8068 |
93
+ | No log | 1.5273 | 84 | 0.7122 | 0.4219 | 0.7122 | 0.8439 |
94
+ | No log | 1.5636 | 86 | 0.7040 | 0.4479 | 0.7040 | 0.8391 |
95
+ | No log | 1.6 | 88 | 0.6505 | 0.2471 | 0.6505 | 0.8065 |
96
+ | No log | 1.6364 | 90 | 0.6424 | 0.2405 | 0.6424 | 0.8015 |
97
+ | No log | 1.6727 | 92 | 0.7043 | 0.3125 | 0.7043 | 0.8392 |
98
+ | No log | 1.7091 | 94 | 0.7380 | 0.3177 | 0.7380 | 0.8591 |
99
+ | No log | 1.7455 | 96 | 0.6569 | 0.4448 | 0.6569 | 0.8105 |
100
+ | No log | 1.7818 | 98 | 0.6514 | 0.4614 | 0.6514 | 0.8071 |
101
+ | No log | 1.8182 | 100 | 0.6359 | 0.4536 | 0.6359 | 0.7974 |
102
+ | No log | 1.8545 | 102 | 0.5823 | 0.5009 | 0.5823 | 0.7631 |
103
+ | No log | 1.8909 | 104 | 0.5805 | 0.5095 | 0.5805 | 0.7619 |
104
+ | No log | 1.9273 | 106 | 0.6063 | 0.4486 | 0.6063 | 0.7787 |
105
+ | No log | 1.9636 | 108 | 0.7217 | 0.4327 | 0.7217 | 0.8495 |
106
+ | No log | 2.0 | 110 | 0.7659 | 0.4007 | 0.7659 | 0.8752 |
107
+ | No log | 2.0364 | 112 | 0.6692 | 0.4594 | 0.6692 | 0.8181 |
108
+ | No log | 2.0727 | 114 | 0.5625 | 0.4970 | 0.5625 | 0.7500 |
109
+ | No log | 2.1091 | 116 | 0.6160 | 0.3737 | 0.6160 | 0.7848 |
110
+ | No log | 2.1455 | 118 | 0.6776 | 0.2285 | 0.6777 | 0.8232 |
111
+ | No log | 2.1818 | 120 | 0.6153 | 0.3167 | 0.6153 | 0.7844 |
112
+ | No log | 2.2182 | 122 | 0.5386 | 0.3575 | 0.5386 | 0.7339 |
113
+ | No log | 2.2545 | 124 | 0.5335 | 0.4289 | 0.5335 | 0.7304 |
114
+ | No log | 2.2909 | 126 | 0.5257 | 0.4561 | 0.5257 | 0.7250 |
115
+ | No log | 2.3273 | 128 | 0.5262 | 0.4492 | 0.5262 | 0.7254 |
116
+ | No log | 2.3636 | 130 | 0.5448 | 0.5114 | 0.5448 | 0.7381 |
117
+ | No log | 2.4 | 132 | 0.5893 | 0.5026 | 0.5893 | 0.7677 |
118
+ | No log | 2.4364 | 134 | 0.6241 | 0.5407 | 0.6241 | 0.7900 |
119
+ | No log | 2.4727 | 136 | 0.5995 | 0.5795 | 0.5995 | 0.7742 |
120
+ | No log | 2.5091 | 138 | 0.6043 | 0.5300 | 0.6043 | 0.7774 |
121
+ | No log | 2.5455 | 140 | 0.6165 | 0.5165 | 0.6165 | 0.7852 |
122
+ | No log | 2.5818 | 142 | 0.6498 | 0.4725 | 0.6498 | 0.8061 |
123
+ | No log | 2.6182 | 144 | 0.6441 | 0.5469 | 0.6441 | 0.8025 |
124
+ | No log | 2.6545 | 146 | 0.5929 | 0.5167 | 0.5929 | 0.7700 |
125
+ | No log | 2.6909 | 148 | 0.6121 | 0.4819 | 0.6121 | 0.7824 |
126
+ | No log | 2.7273 | 150 | 0.6068 | 0.4819 | 0.6068 | 0.7790 |
127
+ | No log | 2.7636 | 152 | 0.5780 | 0.5222 | 0.5780 | 0.7602 |
128
+ | No log | 2.8 | 154 | 0.5852 | 0.5092 | 0.5852 | 0.7650 |
129
+ | No log | 2.8364 | 156 | 0.5843 | 0.5151 | 0.5843 | 0.7644 |
130
+ | No log | 2.8727 | 158 | 0.5805 | 0.5383 | 0.5805 | 0.7619 |
131
+ | No log | 2.9091 | 160 | 0.5797 | 0.5563 | 0.5797 | 0.7614 |
132
+ | No log | 2.9455 | 162 | 0.6439 | 0.4930 | 0.6439 | 0.8024 |
133
+ | No log | 2.9818 | 164 | 0.6992 | 0.4332 | 0.6992 | 0.8362 |
134
+ | No log | 3.0182 | 166 | 0.7820 | 0.3942 | 0.7820 | 0.8843 |
135
+ | No log | 3.0545 | 168 | 0.7364 | 0.3806 | 0.7364 | 0.8581 |
136
+ | No log | 3.0909 | 170 | 0.6087 | 0.4595 | 0.6087 | 0.7802 |
137
+ | No log | 3.1273 | 172 | 0.5547 | 0.5734 | 0.5547 | 0.7448 |
138
+ | No log | 3.1636 | 174 | 0.5811 | 0.5133 | 0.5811 | 0.7623 |
139
+ | No log | 3.2 | 176 | 0.5917 | 0.5533 | 0.5917 | 0.7692 |
140
+ | No log | 3.2364 | 178 | 0.5880 | 0.5549 | 0.5880 | 0.7668 |
141
+ | No log | 3.2727 | 180 | 0.6032 | 0.5476 | 0.6032 | 0.7766 |
142
+ | No log | 3.3091 | 182 | 0.6274 | 0.4783 | 0.6274 | 0.7921 |
143
+ | No log | 3.3455 | 184 | 0.6827 | 0.4224 | 0.6827 | 0.8262 |
144
+ | No log | 3.3818 | 186 | 0.6896 | 0.4344 | 0.6896 | 0.8304 |
145
+ | No log | 3.4182 | 188 | 0.6251 | 0.4817 | 0.6251 | 0.7906 |
146
+ | No log | 3.4545 | 190 | 0.6426 | 0.4627 | 0.6426 | 0.8016 |
147
+ | No log | 3.4909 | 192 | 0.7551 | 0.4369 | 0.7551 | 0.8690 |
148
+ | No log | 3.5273 | 194 | 0.7885 | 0.4152 | 0.7885 | 0.8880 |
149
+ | No log | 3.5636 | 196 | 0.6507 | 0.4627 | 0.6507 | 0.8066 |
150
+ | No log | 3.6 | 198 | 0.6163 | 0.4424 | 0.6163 | 0.7850 |
151
+ | No log | 3.6364 | 200 | 0.7351 | 0.4668 | 0.7351 | 0.8574 |
152
+ | No log | 3.6727 | 202 | 0.6980 | 0.4768 | 0.6980 | 0.8355 |
153
+ | No log | 3.7091 | 204 | 0.5842 | 0.5014 | 0.5842 | 0.7643 |
154
+ | No log | 3.7455 | 206 | 0.5925 | 0.5404 | 0.5925 | 0.7697 |
155
+ | No log | 3.7818 | 208 | 0.7560 | 0.4877 | 0.7560 | 0.8695 |
156
+ | No log | 3.8182 | 210 | 0.7497 | 0.4877 | 0.7497 | 0.8658 |
157
+ | No log | 3.8545 | 212 | 0.6130 | 0.4724 | 0.6130 | 0.7829 |
158
+ | No log | 3.8909 | 214 | 0.5854 | 0.4114 | 0.5854 | 0.7651 |
159
+ | No log | 3.9273 | 216 | 0.6056 | 0.3837 | 0.6056 | 0.7782 |
160
+ | No log | 3.9636 | 218 | 0.6220 | 0.3837 | 0.6220 | 0.7887 |
161
+ | No log | 4.0 | 220 | 0.6524 | 0.3990 | 0.6524 | 0.8077 |
162
+ | No log | 4.0364 | 222 | 0.6502 | 0.4073 | 0.6502 | 0.8063 |
163
+ | No log | 4.0727 | 224 | 0.6524 | 0.4322 | 0.6524 | 0.8077 |
164
+ | No log | 4.1091 | 226 | 0.6394 | 0.4735 | 0.6394 | 0.7996 |
165
+ | No log | 4.1455 | 228 | 0.6388 | 0.4024 | 0.6388 | 0.7993 |
166
+ | No log | 4.1818 | 230 | 0.7366 | 0.4332 | 0.7366 | 0.8582 |
167
+ | No log | 4.2182 | 232 | 0.7305 | 0.4287 | 0.7305 | 0.8547 |
168
+ | No log | 4.2545 | 234 | 0.6357 | 0.3988 | 0.6357 | 0.7973 |
169
+ | No log | 4.2909 | 236 | 0.5748 | 0.4082 | 0.5748 | 0.7581 |
170
+ | No log | 4.3273 | 238 | 0.6079 | 0.4234 | 0.6079 | 0.7797 |
171
+ | No log | 4.3636 | 240 | 0.6217 | 0.4473 | 0.6217 | 0.7885 |
172
+ | No log | 4.4 | 242 | 0.5952 | 0.4582 | 0.5952 | 0.7715 |
173
+ | No log | 4.4364 | 244 | 0.5809 | 0.3910 | 0.5809 | 0.7622 |
174
+ | No log | 4.4727 | 246 | 0.5833 | 0.5217 | 0.5833 | 0.7638 |
175
+ | No log | 4.5091 | 248 | 0.5741 | 0.5809 | 0.5741 | 0.7577 |
176
+ | No log | 4.5455 | 250 | 0.5622 | 0.6235 | 0.5622 | 0.7498 |
177
+ | No log | 4.5818 | 252 | 0.5654 | 0.5881 | 0.5654 | 0.7520 |
178
+ | No log | 4.6182 | 254 | 0.5541 | 0.5765 | 0.5541 | 0.7444 |
179
+ | No log | 4.6545 | 256 | 0.5725 | 0.5212 | 0.5725 | 0.7566 |
180
+ | No log | 4.6909 | 258 | 0.6531 | 0.4825 | 0.6531 | 0.8081 |
181
+ | No log | 4.7273 | 260 | 0.6205 | 0.5299 | 0.6205 | 0.7877 |
182
+ | No log | 4.7636 | 262 | 0.5472 | 0.4776 | 0.5472 | 0.7397 |
183
+ | No log | 4.8 | 264 | 0.5835 | 0.5015 | 0.5835 | 0.7639 |
184
+ | No log | 4.8364 | 266 | 0.6196 | 0.5149 | 0.6196 | 0.7871 |
185
+ | No log | 4.8727 | 268 | 0.5665 | 0.4227 | 0.5665 | 0.7527 |
186
+ | No log | 4.9091 | 270 | 0.5713 | 0.4795 | 0.5713 | 0.7559 |
187
+ | No log | 4.9455 | 272 | 0.5941 | 0.4752 | 0.5941 | 0.7708 |
188
+ | No log | 4.9818 | 274 | 0.6145 | 0.4636 | 0.6145 | 0.7839 |
189
+ | No log | 5.0182 | 276 | 0.6115 | 0.4980 | 0.6115 | 0.7820 |
190
+ | No log | 5.0545 | 278 | 0.5826 | 0.4137 | 0.5826 | 0.7633 |
191
+ | No log | 5.0909 | 280 | 0.5758 | 0.4823 | 0.5758 | 0.7588 |
192
+ | No log | 5.1273 | 282 | 0.5803 | 0.48 | 0.5803 | 0.7617 |
193
+ | No log | 5.1636 | 284 | 0.5601 | 0.5866 | 0.5601 | 0.7484 |
194
+ | No log | 5.2 | 286 | 0.5535 | 0.6052 | 0.5535 | 0.7440 |
195
+ | No log | 5.2364 | 288 | 0.5484 | 0.5769 | 0.5484 | 0.7405 |
196
+ | No log | 5.2727 | 290 | 0.5299 | 0.5739 | 0.5299 | 0.7280 |
197
+ | No log | 5.3091 | 292 | 0.5098 | 0.5222 | 0.5098 | 0.7140 |
198
+ | No log | 5.3455 | 294 | 0.5049 | 0.5517 | 0.5049 | 0.7106 |
199
+ | No log | 5.3818 | 296 | 0.5023 | 0.5604 | 0.5023 | 0.7088 |
200
+ | No log | 5.4182 | 298 | 0.5067 | 0.5753 | 0.5067 | 0.7118 |
201
+ | No log | 5.4545 | 300 | 0.5061 | 0.5725 | 0.5061 | 0.7114 |
202
+ | No log | 5.4909 | 302 | 0.5150 | 0.5904 | 0.5150 | 0.7177 |
203
+ | No log | 5.5273 | 304 | 0.5426 | 0.5407 | 0.5426 | 0.7366 |
204
+ | No log | 5.5636 | 306 | 0.5501 | 0.5136 | 0.5501 | 0.7417 |
205
+ | No log | 5.6 | 308 | 0.6445 | 0.5313 | 0.6445 | 0.8028 |
206
+ | No log | 5.6364 | 310 | 0.6617 | 0.4003 | 0.6617 | 0.8134 |
207
+ | No log | 5.6727 | 312 | 0.5643 | 0.4635 | 0.5643 | 0.7512 |
208
+ | No log | 5.7091 | 314 | 0.5528 | 0.4575 | 0.5528 | 0.7435 |
209
+ | No log | 5.7455 | 316 | 0.5702 | 0.4517 | 0.5702 | 0.7551 |
210
+ | No log | 5.7818 | 318 | 0.6753 | 0.3957 | 0.6753 | 0.8218 |
211
+ | No log | 5.8182 | 320 | 0.8148 | 0.3886 | 0.8148 | 0.9027 |
212
+ | No log | 5.8545 | 322 | 0.7778 | 0.4333 | 0.7778 | 0.8819 |
213
+ | No log | 5.8909 | 324 | 0.6221 | 0.5078 | 0.6221 | 0.7887 |
214
+ | No log | 5.9273 | 326 | 0.5840 | 0.4051 | 0.5840 | 0.7642 |
215
+ | No log | 5.9636 | 328 | 0.5997 | 0.4428 | 0.5997 | 0.7744 |
216
+ | No log | 6.0 | 330 | 0.5921 | 0.4137 | 0.5921 | 0.7695 |
217
+ | No log | 6.0364 | 332 | 0.6172 | 0.4149 | 0.6172 | 0.7856 |
218
+ | No log | 6.0727 | 334 | 0.6302 | 0.4149 | 0.6302 | 0.7938 |
219
+ | No log | 6.1091 | 336 | 0.6037 | 0.3915 | 0.6037 | 0.7770 |
220
+ | No log | 6.1455 | 338 | 0.6059 | 0.3572 | 0.6059 | 0.7784 |
221
+ | No log | 6.1818 | 340 | 0.6510 | 0.4502 | 0.6510 | 0.8069 |
222
+ | No log | 6.2182 | 342 | 0.6481 | 0.4437 | 0.6481 | 0.8051 |
223
+ | No log | 6.2545 | 344 | 0.6106 | 0.3865 | 0.6106 | 0.7814 |
224
+ | No log | 6.2909 | 346 | 0.6051 | 0.3865 | 0.6051 | 0.7778 |
225
+ | No log | 6.3273 | 348 | 0.5914 | 0.4455 | 0.5914 | 0.7690 |
226
+ | No log | 6.3636 | 350 | 0.5946 | 0.4287 | 0.5946 | 0.7711 |
227
+ | No log | 6.4 | 352 | 0.6456 | 0.4518 | 0.6456 | 0.8035 |
228
+ | No log | 6.4364 | 354 | 0.6511 | 0.4302 | 0.6511 | 0.8069 |
229
+ | No log | 6.4727 | 356 | 0.6141 | 0.4370 | 0.6141 | 0.7836 |
230
+ | No log | 6.5091 | 358 | 0.5981 | 0.4763 | 0.5981 | 0.7733 |
231
+ | No log | 6.5455 | 360 | 0.6094 | 0.4493 | 0.6094 | 0.7807 |
232
+ | No log | 6.5818 | 362 | 0.6074 | 0.4763 | 0.6074 | 0.7794 |
233
+ | No log | 6.6182 | 364 | 0.6107 | 0.4051 | 0.6107 | 0.7815 |
234
+ | No log | 6.6545 | 366 | 0.6568 | 0.4713 | 0.6568 | 0.8104 |
235
+ | No log | 6.6909 | 368 | 0.6606 | 0.4150 | 0.6606 | 0.8128 |
236
+ | No log | 6.7273 | 370 | 0.6122 | 0.4402 | 0.6122 | 0.7824 |
237
+ | No log | 6.7636 | 372 | 0.6062 | 0.4871 | 0.6062 | 0.7786 |
238
+ | No log | 6.8 | 374 | 0.6131 | 0.4871 | 0.6131 | 0.7830 |
239
+ | No log | 6.8364 | 376 | 0.6156 | 0.5075 | 0.6156 | 0.7846 |
240
+ | No log | 6.8727 | 378 | 0.6345 | 0.4983 | 0.6345 | 0.7966 |
241
+ | No log | 6.9091 | 380 | 0.7059 | 0.5124 | 0.7059 | 0.8402 |
242
+ | No log | 6.9455 | 382 | 0.6824 | 0.5124 | 0.6824 | 0.8261 |
243
+ | No log | 6.9818 | 384 | 0.6207 | 0.5171 | 0.6207 | 0.7879 |
244
+ | No log | 7.0182 | 386 | 0.5923 | 0.5259 | 0.5923 | 0.7696 |
245
+ | No log | 7.0545 | 388 | 0.5838 | 0.5259 | 0.5838 | 0.7641 |
246
+ | No log | 7.0909 | 390 | 0.5849 | 0.4886 | 0.5849 | 0.7648 |
247
+ | No log | 7.1273 | 392 | 0.6437 | 0.5055 | 0.6437 | 0.8023 |
248
+ | No log | 7.1636 | 394 | 0.6543 | 0.5240 | 0.6543 | 0.8089 |
249
+ | No log | 7.2 | 396 | 0.6237 | 0.5419 | 0.6237 | 0.7897 |
250
+ | No log | 7.2364 | 398 | 0.5927 | 0.5629 | 0.5927 | 0.7699 |
251
+ | No log | 7.2727 | 400 | 0.5988 | 0.5285 | 0.5988 | 0.7738 |
252
+ | No log | 7.3091 | 402 | 0.6080 | 0.5387 | 0.6080 | 0.7798 |
253
+ | No log | 7.3455 | 404 | 0.7100 | 0.4719 | 0.7100 | 0.8426 |
254
+ | No log | 7.3818 | 406 | 0.8059 | 0.3654 | 0.8059 | 0.8977 |
255
+ | No log | 7.4182 | 408 | 0.7894 | 0.3690 | 0.7894 | 0.8885 |
256
+ | No log | 7.4545 | 410 | 0.6731 | 0.4189 | 0.6731 | 0.8205 |
257
+ | No log | 7.4909 | 412 | 0.5985 | 0.4776 | 0.5985 | 0.7736 |
258
+ | No log | 7.5273 | 414 | 0.5686 | 0.4569 | 0.5686 | 0.7540 |
259
+ | No log | 7.5636 | 416 | 0.5471 | 0.4463 | 0.5471 | 0.7397 |
260
+ | No log | 7.6 | 418 | 0.5402 | 0.4402 | 0.5402 | 0.7350 |
261
+ | No log | 7.6364 | 420 | 0.5422 | 0.5248 | 0.5422 | 0.7363 |
262
+ | No log | 7.6727 | 422 | 0.5499 | 0.5234 | 0.5499 | 0.7416 |
263
+ | No log | 7.7091 | 424 | 0.5397 | 0.4992 | 0.5397 | 0.7346 |
264
+ | No log | 7.7455 | 426 | 0.5239 | 0.5640 | 0.5239 | 0.7238 |
265
+ | No log | 7.7818 | 428 | 0.5266 | 0.5648 | 0.5266 | 0.7257 |
266
+ | No log | 7.8182 | 430 | 0.5489 | 0.6108 | 0.5489 | 0.7409 |
267
+ | No log | 7.8545 | 432 | 0.6013 | 0.6072 | 0.6013 | 0.7754 |
268
+ | No log | 7.8909 | 434 | 0.6169 | 0.5464 | 0.6169 | 0.7854 |
269
+ | No log | 7.9273 | 436 | 0.5403 | 0.5455 | 0.5403 | 0.7351 |
270
+ | No log | 7.9636 | 438 | 0.4605 | 0.5457 | 0.4605 | 0.6786 |
271
+ | No log | 8.0 | 440 | 0.4757 | 0.5501 | 0.4757 | 0.6897 |
272
+ | No log | 8.0364 | 442 | 0.5000 | 0.5324 | 0.5000 | 0.7071 |
273
+ | No log | 8.0727 | 444 | 0.4731 | 0.5632 | 0.4731 | 0.6878 |
274
+ | No log | 8.1091 | 446 | 0.4896 | 0.6182 | 0.4896 | 0.6997 |
275
+ | No log | 8.1455 | 448 | 0.6219 | 0.4686 | 0.6219 | 0.7886 |
276
+ | No log | 8.1818 | 450 | 0.6925 | 0.5103 | 0.6925 | 0.8321 |
277
+ | No log | 8.2182 | 452 | 0.6557 | 0.5455 | 0.6557 | 0.8097 |
278
+ | No log | 8.2545 | 454 | 0.5561 | 0.5358 | 0.5561 | 0.7457 |
279
+ | No log | 8.2909 | 456 | 0.5323 | 0.5822 | 0.5323 | 0.7296 |
280
+ | No log | 8.3273 | 458 | 0.5136 | 0.6317 | 0.5136 | 0.7167 |
281
+ | No log | 8.3636 | 460 | 0.4810 | 0.6184 | 0.4810 | 0.6935 |
282
+ | No log | 8.4 | 462 | 0.4895 | 0.5797 | 0.4895 | 0.6996 |
283
+ | No log | 8.4364 | 464 | 0.4971 | 0.5707 | 0.4971 | 0.7051 |
284
+ | No log | 8.4727 | 466 | 0.5096 | 0.5707 | 0.5096 | 0.7139 |
285
+ | No log | 8.5091 | 468 | 0.5379 | 0.5999 | 0.5379 | 0.7334 |
286
+ | No log | 8.5455 | 470 | 0.5578 | 0.5869 | 0.5578 | 0.7469 |
287
+ | No log | 8.5818 | 472 | 0.5314 | 0.5414 | 0.5314 | 0.7290 |
288
+ | No log | 8.6182 | 474 | 0.4997 | 0.5227 | 0.4997 | 0.7069 |
289
+ | No log | 8.6545 | 476 | 0.5035 | 0.5768 | 0.5035 | 0.7096 |
290
+ | No log | 8.6909 | 478 | 0.5029 | 0.5897 | 0.5029 | 0.7092 |
291
+ | No log | 8.7273 | 480 | 0.5025 | 0.5672 | 0.5025 | 0.7089 |
292
+ | No log | 8.7636 | 482 | 0.5720 | 0.5779 | 0.5720 | 0.7563 |
293
+ | No log | 8.8 | 484 | 0.6173 | 0.5061 | 0.6173 | 0.7857 |
294
+ | No log | 8.8364 | 486 | 0.5904 | 0.5358 | 0.5904 | 0.7684 |
295
+ | No log | 8.8727 | 488 | 0.5865 | 0.5538 | 0.5865 | 0.7658 |
296
+ | No log | 8.9091 | 490 | 0.5721 | 0.5387 | 0.5721 | 0.7564 |
297
+ | No log | 8.9455 | 492 | 0.5588 | 0.5929 | 0.5588 | 0.7475 |
298
+ | No log | 8.9818 | 494 | 0.5832 | 0.4948 | 0.5832 | 0.7637 |
299
+ | No log | 9.0182 | 496 | 0.5877 | 0.5286 | 0.5877 | 0.7666 |
300
+ | No log | 9.0545 | 498 | 0.5768 | 0.5174 | 0.5768 | 0.7594 |
301
+ | 0.3323 | 9.0909 | 500 | 0.5834 | 0.5594 | 0.5834 | 0.7638 |
302
+ | 0.3323 | 9.1273 | 502 | 0.5793 | 0.6210 | 0.5793 | 0.7611 |
303
+ | 0.3323 | 9.1636 | 504 | 0.5758 | 0.6210 | 0.5758 | 0.7588 |
304
+ | 0.3323 | 9.2 | 506 | 0.6177 | 0.4573 | 0.6177 | 0.7860 |
305
+ | 0.3323 | 9.2364 | 508 | 0.6310 | 0.4525 | 0.6310 | 0.7944 |
306
+ | 0.3323 | 9.2727 | 510 | 0.6204 | 0.4210 | 0.6204 | 0.7876 |
307
+ | 0.3323 | 9.3091 | 512 | 0.6400 | 0.4140 | 0.6400 | 0.8000 |
308
+ | 0.3323 | 9.3455 | 514 | 0.6372 | 0.4282 | 0.6372 | 0.7982 |
 
 
309
 
310
 
311
  ### Framework versions