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ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k1_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_FineTuningAraBERT_run1_AugV5_k20_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_FineTuningAraBERT_run1_AugV5_k20_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: 0.4811
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- - Qwk: 0.6254
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- - Mse: 0.4811
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- - Rmse: 0.6936
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  ## Model description
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@@ -47,274 +47,258 @@ 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 | 0.04 | 2 | 2.5990 | -0.0262 | 2.5990 | 1.6121 |
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- | No log | 0.08 | 4 | 1.4044 | 0.0540 | 1.4044 | 1.1851 |
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- | No log | 0.12 | 6 | 0.9351 | -0.0228 | 0.9351 | 0.9670 |
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- | No log | 0.16 | 8 | 0.9408 | -0.0860 | 0.9408 | 0.9700 |
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- | No log | 0.2 | 10 | 0.8959 | -0.0079 | 0.8959 | 0.9465 |
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- | No log | 0.24 | 12 | 0.8302 | -0.0027 | 0.8302 | 0.9111 |
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- | No log | 0.28 | 14 | 0.8096 | 0.0 | 0.8096 | 0.8998 |
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- | No log | 0.32 | 16 | 0.8459 | 0.0 | 0.8459 | 0.9198 |
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- | No log | 0.36 | 18 | 0.8157 | -0.0444 | 0.8157 | 0.9031 |
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- | No log | 0.4 | 20 | 0.7359 | 0.0717 | 0.7359 | 0.8578 |
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- | No log | 0.44 | 22 | 0.7123 | 0.2407 | 0.7123 | 0.8440 |
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- | No log | 0.48 | 24 | 0.6686 | 0.2963 | 0.6686 | 0.8177 |
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- | No log | 0.52 | 26 | 0.6946 | 0.2041 | 0.6946 | 0.8334 |
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- | No log | 0.56 | 28 | 0.9998 | 0.0975 | 0.9998 | 0.9999 |
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- | No log | 0.6 | 30 | 1.1047 | 0.1265 | 1.1047 | 1.0510 |
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- | No log | 0.64 | 32 | 0.9848 | 0.0651 | 0.9848 | 0.9924 |
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- | No log | 0.68 | 34 | 0.8076 | 0.1714 | 0.8076 | 0.8987 |
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- | No log | 0.72 | 36 | 0.6670 | 0.2412 | 0.6670 | 0.8167 |
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- | No log | 0.76 | 38 | 0.7052 | 0.3238 | 0.7052 | 0.8398 |
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- | No log | 0.8 | 40 | 0.7228 | 0.3099 | 0.7228 | 0.8502 |
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- | No log | 0.84 | 42 | 0.6196 | 0.3673 | 0.6196 | 0.7871 |
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- | No log | 0.88 | 44 | 0.5745 | 0.4709 | 0.5745 | 0.7579 |
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- | No log | 0.92 | 46 | 0.5651 | 0.4538 | 0.5651 | 0.7517 |
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- | No log | 0.96 | 48 | 0.5628 | 0.5470 | 0.5628 | 0.7502 |
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- | No log | 1.0 | 50 | 0.7374 | 0.3693 | 0.7374 | 0.8587 |
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- | No log | 1.04 | 52 | 1.0917 | 0.2214 | 1.0917 | 1.0449 |
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- | No log | 1.08 | 54 | 1.1289 | 0.2439 | 1.1289 | 1.0625 |
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- | No log | 1.12 | 56 | 0.9952 | 0.2658 | 0.9952 | 0.9976 |
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- | No log | 1.16 | 58 | 0.9210 | 0.2273 | 0.9210 | 0.9597 |
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- | No log | 1.2 | 60 | 0.8071 | 0.2817 | 0.8071 | 0.8984 |
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- | No log | 1.24 | 62 | 0.6367 | 0.3829 | 0.6367 | 0.7979 |
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- | No log | 1.28 | 64 | 0.6022 | 0.3633 | 0.6022 | 0.7760 |
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- | No log | 1.32 | 66 | 0.5991 | 0.2641 | 0.5991 | 0.7740 |
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- | No log | 1.3600 | 68 | 0.5737 | 0.4007 | 0.5737 | 0.7574 |
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- | No log | 1.4 | 70 | 0.5645 | 0.4238 | 0.5645 | 0.7514 |
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- | No log | 1.44 | 72 | 0.5500 | 0.3274 | 0.5500 | 0.7416 |
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- | No log | 1.48 | 74 | 0.5848 | 0.2817 | 0.5848 | 0.7647 |
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- | No log | 1.52 | 76 | 0.6112 | 0.2851 | 0.6112 | 0.7818 |
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- | No log | 1.56 | 78 | 0.6345 | 0.3506 | 0.6345 | 0.7965 |
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- | No log | 1.6 | 80 | 0.6331 | 0.3477 | 0.6331 | 0.7957 |
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- | No log | 1.6400 | 82 | 0.6273 | 0.3446 | 0.6273 | 0.7920 |
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- | No log | 1.6800 | 84 | 0.6045 | 0.2890 | 0.6045 | 0.7775 |
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- | No log | 1.72 | 86 | 0.6001 | 0.2890 | 0.6001 | 0.7747 |
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- | No log | 1.76 | 88 | 0.6040 | 0.3866 | 0.6040 | 0.7772 |
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- | No log | 1.8 | 90 | 0.6018 | 0.3701 | 0.6018 | 0.7757 |
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- | No log | 1.8400 | 92 | 0.5701 | 0.4729 | 0.5701 | 0.7551 |
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- | No log | 1.88 | 94 | 0.5895 | 0.4677 | 0.5895 | 0.7678 |
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- | No log | 1.92 | 96 | 0.6273 | 0.4537 | 0.6273 | 0.7920 |
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- | No log | 1.96 | 98 | 0.6172 | 0.4969 | 0.6172 | 0.7856 |
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- | No log | 2.0 | 100 | 0.5122 | 0.4358 | 0.5122 | 0.7157 |
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- | No log | 2.04 | 102 | 0.5277 | 0.4855 | 0.5277 | 0.7264 |
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- | No log | 2.08 | 104 | 0.5261 | 0.4769 | 0.5261 | 0.7253 |
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- | No log | 2.12 | 106 | 0.5057 | 0.4973 | 0.5057 | 0.7111 |
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- | No log | 2.16 | 108 | 0.6185 | 0.5267 | 0.6185 | 0.7865 |
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- | No log | 2.2 | 110 | 0.8140 | 0.5167 | 0.8140 | 0.9022 |
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- | No log | 2.24 | 112 | 0.8148 | 0.4993 | 0.8148 | 0.9027 |
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- | No log | 2.2800 | 114 | 0.8405 | 0.3942 | 0.8405 | 0.9168 |
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- | No log | 2.32 | 116 | 0.7284 | 0.4383 | 0.7284 | 0.8535 |
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- | No log | 2.36 | 118 | 0.5738 | 0.5400 | 0.5738 | 0.7575 |
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- | No log | 2.4 | 120 | 0.4916 | 0.5022 | 0.4916 | 0.7012 |
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- | No log | 2.44 | 122 | 0.6215 | 0.4648 | 0.6215 | 0.7883 |
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- | No log | 2.48 | 124 | 0.6748 | 0.4716 | 0.6748 | 0.8215 |
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- | No log | 2.52 | 126 | 0.6089 | 0.4568 | 0.6089 | 0.7803 |
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- | No log | 2.56 | 128 | 0.5695 | 0.5050 | 0.5695 | 0.7546 |
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- | No log | 2.6 | 130 | 0.5416 | 0.4817 | 0.5416 | 0.7360 |
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- | No log | 2.64 | 132 | 0.5570 | 0.5117 | 0.5570 | 0.7463 |
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- | No log | 2.68 | 134 | 0.6157 | 0.6154 | 0.6157 | 0.7847 |
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- | No log | 2.7200 | 136 | 0.5799 | 0.6154 | 0.5799 | 0.7615 |
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- | No log | 2.76 | 138 | 0.5327 | 0.5589 | 0.5327 | 0.7299 |
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- | No log | 2.8 | 140 | 0.6589 | 0.5614 | 0.6589 | 0.8117 |
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- | No log | 2.84 | 142 | 0.7491 | 0.4199 | 0.7491 | 0.8655 |
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- | No log | 2.88 | 144 | 0.6992 | 0.3976 | 0.6992 | 0.8362 |
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- | No log | 2.92 | 146 | 0.5918 | 0.4051 | 0.5918 | 0.7693 |
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- | No log | 2.96 | 148 | 0.5436 | 0.5463 | 0.5436 | 0.7373 |
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- | No log | 3.0 | 150 | 0.5437 | 0.4762 | 0.5437 | 0.7374 |
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- | No log | 3.04 | 152 | 0.5879 | 0.3890 | 0.5879 | 0.7668 |
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- | No log | 3.08 | 154 | 0.7041 | 0.3475 | 0.7041 | 0.8391 |
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- | No log | 3.12 | 156 | 0.7131 | 0.3475 | 0.7131 | 0.8445 |
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- | No log | 3.16 | 158 | 0.6058 | 0.3914 | 0.6058 | 0.7784 |
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- | No log | 3.2 | 160 | 0.5380 | 0.5357 | 0.5380 | 0.7335 |
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- | No log | 3.24 | 162 | 0.5585 | 0.5779 | 0.5585 | 0.7473 |
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- | No log | 3.2800 | 164 | 0.5977 | 0.5765 | 0.5977 | 0.7731 |
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- | No log | 3.32 | 166 | 0.6725 | 0.5441 | 0.6725 | 0.8201 |
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- | No log | 3.36 | 168 | 0.7098 | 0.5441 | 0.7098 | 0.8425 |
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- | No log | 3.4 | 170 | 0.7040 | 0.5441 | 0.7040 | 0.8390 |
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- | No log | 3.44 | 172 | 0.5852 | 0.6195 | 0.5852 | 0.7650 |
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- | No log | 3.48 | 174 | 0.5389 | 0.5257 | 0.5389 | 0.7341 |
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- | No log | 3.52 | 176 | 0.5357 | 0.5067 | 0.5357 | 0.7319 |
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- | No log | 3.56 | 178 | 0.5520 | 0.5826 | 0.5520 | 0.7430 |
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- | No log | 3.6 | 180 | 0.6259 | 0.5696 | 0.6259 | 0.7911 |
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- | No log | 3.64 | 182 | 0.6048 | 0.5500 | 0.6048 | 0.7777 |
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- | No log | 3.68 | 184 | 0.5248 | 0.5826 | 0.5248 | 0.7244 |
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- | No log | 3.7200 | 186 | 0.5460 | 0.5157 | 0.5460 | 0.7389 |
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- | No log | 3.76 | 188 | 0.6738 | 0.3826 | 0.6738 | 0.8209 |
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- | No log | 3.8 | 190 | 0.6899 | 0.3867 | 0.6899 | 0.8306 |
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- | No log | 3.84 | 192 | 0.6321 | 0.4784 | 0.6321 | 0.7951 |
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- | No log | 3.88 | 194 | 0.5668 | 0.4505 | 0.5668 | 0.7529 |
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- | No log | 3.92 | 196 | 0.5668 | 0.4920 | 0.5668 | 0.7528 |
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- | No log | 3.96 | 198 | 0.5686 | 0.5870 | 0.5686 | 0.7541 |
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- | No log | 4.0 | 200 | 0.5665 | 0.5847 | 0.5665 | 0.7527 |
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- | No log | 4.04 | 202 | 0.5556 | 0.5377 | 0.5556 | 0.7454 |
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- | No log | 4.08 | 204 | 0.5692 | 0.4374 | 0.5692 | 0.7544 |
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- | No log | 4.12 | 206 | 0.5659 | 0.4374 | 0.5659 | 0.7522 |
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- | No log | 4.16 | 208 | 0.5562 | 0.4374 | 0.5562 | 0.7458 |
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- | No log | 4.2 | 210 | 0.5285 | 0.4881 | 0.5285 | 0.7270 |
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- | No log | 4.24 | 212 | 0.5824 | 0.5603 | 0.5824 | 0.7631 |
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- | No log | 4.28 | 214 | 0.6151 | 0.5475 | 0.6151 | 0.7843 |
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- | No log | 4.32 | 216 | 0.5903 | 0.5780 | 0.5903 | 0.7683 |
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- | No log | 4.36 | 218 | 0.6453 | 0.5752 | 0.6453 | 0.8033 |
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- | No log | 4.4 | 220 | 0.5607 | 0.5687 | 0.5607 | 0.7488 |
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- | No log | 4.44 | 222 | 0.5350 | 0.5728 | 0.5350 | 0.7314 |
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- | No log | 4.48 | 224 | 0.5496 | 0.5848 | 0.5496 | 0.7414 |
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- | No log | 4.52 | 226 | 0.5409 | 0.5872 | 0.5409 | 0.7354 |
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- | No log | 4.5600 | 228 | 0.5237 | 0.5949 | 0.5237 | 0.7237 |
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- | No log | 4.6 | 230 | 0.5248 | 0.5334 | 0.5248 | 0.7244 |
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- | No log | 4.64 | 232 | 0.5210 | 0.5257 | 0.5210 | 0.7218 |
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- | No log | 4.68 | 234 | 0.5067 | 0.5926 | 0.5067 | 0.7119 |
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- | No log | 4.72 | 236 | 0.5031 | 0.6235 | 0.5031 | 0.7093 |
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- | No log | 4.76 | 238 | 0.4870 | 0.5915 | 0.4870 | 0.6979 |
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- | No log | 4.8 | 240 | 0.4945 | 0.5272 | 0.4945 | 0.7032 |
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- | No log | 4.84 | 242 | 0.5205 | 0.5457 | 0.5205 | 0.7215 |
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- | No log | 4.88 | 244 | 0.5114 | 0.5668 | 0.5114 | 0.7151 |
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- | No log | 4.92 | 246 | 0.4872 | 0.5625 | 0.4872 | 0.6980 |
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- | No log | 4.96 | 248 | 0.4945 | 0.6345 | 0.4945 | 0.7032 |
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- | No log | 5.0 | 250 | 0.4807 | 0.6040 | 0.4807 | 0.6933 |
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- | No log | 5.04 | 252 | 0.4703 | 0.5625 | 0.4703 | 0.6858 |
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- | No log | 5.08 | 254 | 0.4646 | 0.5430 | 0.4646 | 0.6817 |
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- | No log | 5.12 | 256 | 0.4718 | 0.5538 | 0.4718 | 0.6869 |
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- | No log | 5.16 | 258 | 0.4520 | 0.6305 | 0.4520 | 0.6723 |
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- | No log | 5.2 | 260 | 0.4484 | 0.5268 | 0.4484 | 0.6696 |
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- | No log | 5.24 | 262 | 0.4439 | 0.5344 | 0.4439 | 0.6662 |
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- | No log | 5.28 | 264 | 0.4495 | 0.4929 | 0.4495 | 0.6704 |
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- | No log | 5.32 | 266 | 0.4525 | 0.5003 | 0.4525 | 0.6727 |
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- | No log | 5.36 | 268 | 0.4494 | 0.5367 | 0.4494 | 0.6704 |
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- | No log | 5.4 | 270 | 0.4818 | 0.5907 | 0.4818 | 0.6942 |
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- | No log | 5.44 | 272 | 0.4655 | 0.5933 | 0.4655 | 0.6823 |
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- | No log | 5.48 | 274 | 0.4359 | 0.5361 | 0.4359 | 0.6602 |
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- | No log | 5.52 | 276 | 0.4394 | 0.5890 | 0.4394 | 0.6629 |
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- | No log | 5.5600 | 278 | 0.4422 | 0.5719 | 0.4422 | 0.6650 |
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- | No log | 5.6 | 280 | 0.4516 | 0.5768 | 0.4516 | 0.6720 |
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- | No log | 5.64 | 282 | 0.4454 | 0.6426 | 0.4454 | 0.6674 |
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- | No log | 5.68 | 284 | 0.4668 | 0.6431 | 0.4668 | 0.6833 |
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- | No log | 5.72 | 286 | 0.6239 | 0.5468 | 0.6239 | 0.7898 |
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- | No log | 5.76 | 288 | 0.6078 | 0.5455 | 0.6078 | 0.7796 |
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- | No log | 5.8 | 290 | 0.4808 | 0.6445 | 0.4808 | 0.6934 |
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- | No log | 5.84 | 292 | 0.4642 | 0.6145 | 0.4642 | 0.6813 |
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- | No log | 5.88 | 294 | 0.5272 | 0.5357 | 0.5272 | 0.7261 |
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- | No log | 5.92 | 296 | 0.4989 | 0.5357 | 0.4989 | 0.7063 |
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- | No log | 5.96 | 298 | 0.4542 | 0.5926 | 0.4542 | 0.6740 |
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- | No log | 6.0 | 300 | 0.4525 | 0.6040 | 0.4525 | 0.6726 |
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- | No log | 6.04 | 302 | 0.4490 | 0.6223 | 0.4490 | 0.6701 |
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- | No log | 6.08 | 304 | 0.4631 | 0.6972 | 0.4631 | 0.6805 |
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- | No log | 6.12 | 306 | 0.4306 | 0.6407 | 0.4306 | 0.6562 |
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- | No log | 6.16 | 308 | 0.4512 | 0.5831 | 0.4512 | 0.6717 |
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- | No log | 6.2 | 310 | 0.5504 | 0.5598 | 0.5504 | 0.7419 |
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- | No log | 6.24 | 312 | 0.5272 | 0.5940 | 0.5272 | 0.7261 |
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- | No log | 6.28 | 314 | 0.4439 | 0.6434 | 0.4439 | 0.6662 |
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- | No log | 6.32 | 316 | 0.4850 | 0.6104 | 0.4850 | 0.6964 |
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- | No log | 6.36 | 318 | 0.5828 | 0.5643 | 0.5828 | 0.7634 |
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- | No log | 6.4 | 320 | 0.5720 | 0.6144 | 0.5720 | 0.7563 |
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- | No log | 6.44 | 322 | 0.4970 | 0.6546 | 0.4970 | 0.7050 |
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- | No log | 6.48 | 324 | 0.4883 | 0.6639 | 0.4883 | 0.6988 |
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- | No log | 6.52 | 326 | 0.4868 | 0.6469 | 0.4868 | 0.6977 |
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- | No log | 6.5600 | 328 | 0.4612 | 0.5614 | 0.4612 | 0.6791 |
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- | No log | 6.6 | 330 | 0.4902 | 0.6620 | 0.4902 | 0.7002 |
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- | No log | 6.64 | 332 | 0.5306 | 0.6294 | 0.5306 | 0.7284 |
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- | No log | 6.68 | 334 | 0.4990 | 0.6342 | 0.4990 | 0.7064 |
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- | No log | 6.72 | 336 | 0.4734 | 0.5933 | 0.4734 | 0.6881 |
220
- | No log | 6.76 | 338 | 0.4501 | 0.5826 | 0.4501 | 0.6709 |
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- | No log | 6.8 | 340 | 0.4396 | 0.5826 | 0.4396 | 0.6630 |
222
- | No log | 6.84 | 342 | 0.4633 | 0.6431 | 0.4633 | 0.6807 |
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- | No log | 6.88 | 344 | 0.5544 | 0.6144 | 0.5544 | 0.7446 |
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- | No log | 6.92 | 346 | 0.6483 | 0.5765 | 0.6483 | 0.8051 |
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- | No log | 6.96 | 348 | 0.5967 | 0.5970 | 0.5967 | 0.7725 |
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- | No log | 7.0 | 350 | 0.5432 | 0.6077 | 0.5432 | 0.7370 |
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- | No log | 7.04 | 352 | 0.5536 | 0.5970 | 0.5536 | 0.7440 |
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- | No log | 7.08 | 354 | 0.5426 | 0.6042 | 0.5426 | 0.7366 |
229
- | No log | 7.12 | 356 | 0.5111 | 0.6042 | 0.5111 | 0.7149 |
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- | No log | 7.16 | 358 | 0.4855 | 0.6104 | 0.4855 | 0.6968 |
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- | No log | 7.2 | 360 | 0.4462 | 0.6020 | 0.4462 | 0.6680 |
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- | No log | 7.24 | 362 | 0.4425 | 0.6170 | 0.4425 | 0.6652 |
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- | No log | 7.28 | 364 | 0.4534 | 0.6210 | 0.4534 | 0.6734 |
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- | No log | 7.32 | 366 | 0.5497 | 0.6042 | 0.5497 | 0.7414 |
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- | No log | 7.36 | 368 | 0.6766 | 0.5700 | 0.6766 | 0.8225 |
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- | No log | 7.4 | 370 | 0.6142 | 0.5900 | 0.6142 | 0.7837 |
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- | No log | 7.44 | 372 | 0.4805 | 0.5569 | 0.4805 | 0.6932 |
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- | No log | 7.48 | 374 | 0.4642 | 0.5071 | 0.4642 | 0.6813 |
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- | No log | 7.52 | 376 | 0.4785 | 0.5411 | 0.4785 | 0.6917 |
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- | No log | 7.5600 | 378 | 0.4691 | 0.5640 | 0.4691 | 0.6849 |
241
- | No log | 7.6 | 380 | 0.4755 | 0.5993 | 0.4755 | 0.6896 |
242
- | No log | 7.64 | 382 | 0.4805 | 0.5765 | 0.4805 | 0.6932 |
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- | No log | 7.68 | 384 | 0.4886 | 0.5422 | 0.4886 | 0.6990 |
244
- | No log | 7.72 | 386 | 0.5316 | 0.5017 | 0.5316 | 0.7291 |
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- | No log | 7.76 | 388 | 0.5655 | 0.4247 | 0.5655 | 0.7520 |
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- | No log | 7.8 | 390 | 0.5698 | 0.4513 | 0.5698 | 0.7549 |
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- | No log | 7.84 | 392 | 0.5979 | 0.5123 | 0.5979 | 0.7732 |
248
- | No log | 7.88 | 394 | 0.6174 | 0.4904 | 0.6174 | 0.7857 |
249
- | No log | 7.92 | 396 | 0.5357 | 0.5032 | 0.5357 | 0.7319 |
250
- | No log | 7.96 | 398 | 0.4897 | 0.5413 | 0.4897 | 0.6998 |
251
- | No log | 8.0 | 400 | 0.4922 | 0.6667 | 0.4922 | 0.7016 |
252
- | No log | 8.04 | 402 | 0.4876 | 0.5860 | 0.4876 | 0.6983 |
253
- | No log | 8.08 | 404 | 0.5099 | 0.5256 | 0.5099 | 0.7141 |
254
- | No log | 8.12 | 406 | 0.4993 | 0.5632 | 0.4993 | 0.7066 |
255
- | No log | 8.16 | 408 | 0.4773 | 0.5413 | 0.4773 | 0.6909 |
256
- | No log | 8.2 | 410 | 0.4859 | 0.6068 | 0.4859 | 0.6970 |
257
- | No log | 8.24 | 412 | 0.4865 | 0.5475 | 0.4865 | 0.6975 |
258
- | No log | 8.28 | 414 | 0.4983 | 0.5422 | 0.4983 | 0.7059 |
259
- | No log | 8.32 | 416 | 0.6146 | 0.4556 | 0.6146 | 0.7840 |
260
- | No log | 8.36 | 418 | 0.6660 | 0.4992 | 0.6660 | 0.8161 |
261
- | No log | 8.4 | 420 | 0.6121 | 0.4631 | 0.6121 | 0.7824 |
262
- | No log | 8.44 | 422 | 0.5085 | 0.5289 | 0.5085 | 0.7131 |
263
- | No log | 8.48 | 424 | 0.4731 | 0.5665 | 0.4731 | 0.6878 |
264
- | No log | 8.52 | 426 | 0.4686 | 0.5440 | 0.4686 | 0.6845 |
265
- | No log | 8.56 | 428 | 0.4788 | 0.5170 | 0.4788 | 0.6919 |
266
- | No log | 8.6 | 430 | 0.5080 | 0.4502 | 0.5080 | 0.7127 |
267
- | No log | 8.64 | 432 | 0.5425 | 0.4502 | 0.5425 | 0.7365 |
268
- | No log | 8.68 | 434 | 0.5380 | 0.4502 | 0.5380 | 0.7335 |
269
- | No log | 8.72 | 436 | 0.5006 | 0.5708 | 0.5006 | 0.7075 |
270
- | No log | 8.76 | 438 | 0.4815 | 0.6743 | 0.4815 | 0.6939 |
271
- | No log | 8.8 | 440 | 0.5323 | 0.6712 | 0.5323 | 0.7296 |
272
- | No log | 8.84 | 442 | 0.5315 | 0.6784 | 0.5315 | 0.7290 |
273
- | No log | 8.88 | 444 | 0.4997 | 0.6559 | 0.4997 | 0.7069 |
274
- | No log | 8.92 | 446 | 0.4984 | 0.5933 | 0.4984 | 0.7060 |
275
- | No log | 8.96 | 448 | 0.4910 | 0.5996 | 0.4910 | 0.7007 |
276
- | No log | 9.0 | 450 | 0.4778 | 0.5974 | 0.4778 | 0.6912 |
277
- | No log | 9.04 | 452 | 0.4684 | 0.5798 | 0.4684 | 0.6844 |
278
- | No log | 9.08 | 454 | 0.5016 | 0.5682 | 0.5016 | 0.7083 |
279
- | No log | 9.12 | 456 | 0.4943 | 0.6096 | 0.4943 | 0.7031 |
280
- | No log | 9.16 | 458 | 0.4806 | 0.6592 | 0.4806 | 0.6933 |
281
- | No log | 9.2 | 460 | 0.5117 | 0.6612 | 0.5117 | 0.7153 |
282
- | No log | 9.24 | 462 | 0.5565 | 0.5696 | 0.5565 | 0.7460 |
283
- | No log | 9.28 | 464 | 0.5807 | 0.5328 | 0.5807 | 0.7621 |
284
- | No log | 9.32 | 466 | 0.5006 | 0.6701 | 0.5006 | 0.7075 |
285
- | No log | 9.36 | 468 | 0.4623 | 0.5413 | 0.4623 | 0.6799 |
286
- | No log | 9.4 | 470 | 0.5548 | 0.4997 | 0.5548 | 0.7449 |
287
- | No log | 9.44 | 472 | 0.5841 | 0.4664 | 0.5841 | 0.7643 |
288
- | No log | 9.48 | 474 | 0.5131 | 0.4705 | 0.5131 | 0.7163 |
289
- | No log | 9.52 | 476 | 0.4719 | 0.5250 | 0.4719 | 0.6869 |
290
- | No log | 9.56 | 478 | 0.4737 | 0.5915 | 0.4737 | 0.6883 |
291
- | No log | 9.6 | 480 | 0.4757 | 0.5846 | 0.4757 | 0.6897 |
292
- | No log | 9.64 | 482 | 0.4958 | 0.5473 | 0.4958 | 0.7041 |
293
- | No log | 9.68 | 484 | 0.5260 | 0.5619 | 0.5260 | 0.7252 |
294
- | No log | 9.72 | 486 | 0.5021 | 0.5619 | 0.5021 | 0.7086 |
295
- | No log | 9.76 | 488 | 0.4793 | 0.6371 | 0.4793 | 0.6923 |
296
- | No log | 9.8 | 490 | 0.4602 | 0.6460 | 0.4602 | 0.6784 |
297
- | No log | 9.84 | 492 | 0.4503 | 0.6078 | 0.4503 | 0.6711 |
298
- | No log | 9.88 | 494 | 0.4452 | 0.5874 | 0.4452 | 0.6672 |
299
- | No log | 9.92 | 496 | 0.4350 | 0.6156 | 0.4350 | 0.6595 |
300
- | No log | 9.96 | 498 | 0.4248 | 0.6567 | 0.4248 | 0.6518 |
301
- | 0.3868 | 10.0 | 500 | 0.4396 | 0.6601 | 0.4396 | 0.6630 |
302
- | 0.3868 | 10.04 | 502 | 0.4502 | 0.6705 | 0.4502 | 0.6710 |
303
- | 0.3868 | 10.08 | 504 | 0.4714 | 0.5922 | 0.4714 | 0.6866 |
304
- | 0.3868 | 10.12 | 506 | 0.5153 | 0.5778 | 0.5153 | 0.7178 |
305
- | 0.3868 | 10.16 | 508 | 0.5229 | 0.5778 | 0.5229 | 0.7231 |
306
- | 0.3868 | 10.2 | 510 | 0.4758 | 0.6624 | 0.4758 | 0.6898 |
307
- | 0.3868 | 10.24 | 512 | 0.4528 | 0.6501 | 0.4528 | 0.6729 |
308
- | 0.3868 | 10.28 | 514 | 0.4665 | 0.6612 | 0.4665 | 0.6830 |
309
- | 0.3868 | 10.32 | 516 | 0.4798 | 0.6342 | 0.4798 | 0.6927 |
310
- | 0.3868 | 10.36 | 518 | 0.5197 | 0.6373 | 0.5197 | 0.7209 |
311
- | 0.3868 | 10.4 | 520 | 0.4911 | 0.6427 | 0.4911 | 0.7008 |
312
- | 0.3868 | 10.44 | 522 | 0.4555 | 0.6690 | 0.4555 | 0.6749 |
313
- | 0.3868 | 10.48 | 524 | 0.4752 | 0.5899 | 0.4752 | 0.6894 |
314
- | 0.3868 | 10.52 | 526 | 0.5003 | 0.5501 | 0.5003 | 0.7073 |
315
- | 0.3868 | 10.56 | 528 | 0.5087 | 0.5692 | 0.5087 | 0.7132 |
316
- | 0.3868 | 10.6 | 530 | 0.5013 | 0.5692 | 0.5013 | 0.7080 |
317
- | 0.3868 | 10.64 | 532 | 0.4811 | 0.6254 | 0.4811 | 0.6936 |
318
 
319
 
320
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k1_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_FineTuningAraBERT_run2_AugV5_k1_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: 0.4078
19
+ - Qwk: 0.6747
20
+ - Mse: 0.4078
21
+ - Rmse: 0.6386
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 2.4831 | -0.0449 | 2.4831 | 1.5758 |
53
+ | No log | 0.8 | 4 | 1.2421 | 0.0997 | 1.2421 | 1.1145 |
54
+ | No log | 1.2 | 6 | 0.7761 | 0.1372 | 0.7761 | 0.8810 |
55
+ | No log | 1.6 | 8 | 0.9516 | 0.0327 | 0.9516 | 0.9755 |
56
+ | No log | 2.0 | 10 | 1.0156 | 0.1709 | 1.0156 | 1.0078 |
57
+ | No log | 2.4 | 12 | 1.0486 | 0.2903 | 1.0486 | 1.0240 |
58
+ | No log | 2.8 | 14 | 0.8951 | 0.2094 | 0.8951 | 0.9461 |
59
+ | No log | 3.2 | 16 | 0.7865 | 0.0608 | 0.7865 | 0.8868 |
60
+ | No log | 3.6 | 18 | 0.7732 | 0.1232 | 0.7732 | 0.8793 |
61
+ | No log | 4.0 | 20 | 0.7328 | 0.1646 | 0.7328 | 0.8560 |
62
+ | No log | 4.4 | 22 | 0.6772 | 0.1498 | 0.6772 | 0.8229 |
63
+ | No log | 4.8 | 24 | 0.6729 | 0.4243 | 0.6729 | 0.8203 |
64
+ | No log | 5.2 | 26 | 0.6281 | 0.4414 | 0.6281 | 0.7925 |
65
+ | No log | 5.6 | 28 | 0.5447 | 0.4314 | 0.5447 | 0.7380 |
66
+ | No log | 6.0 | 30 | 0.5724 | 0.5301 | 0.5724 | 0.7566 |
67
+ | No log | 6.4 | 32 | 0.7240 | 0.3783 | 0.7240 | 0.8509 |
68
+ | No log | 6.8 | 34 | 0.6116 | 0.4652 | 0.6116 | 0.7820 |
69
+ | No log | 7.2 | 36 | 0.4918 | 0.6039 | 0.4918 | 0.7013 |
70
+ | No log | 7.6 | 38 | 0.4871 | 0.6087 | 0.4871 | 0.6979 |
71
+ | No log | 8.0 | 40 | 0.5781 | 0.4892 | 0.5781 | 0.7603 |
72
+ | No log | 8.4 | 42 | 0.6469 | 0.4377 | 0.6469 | 0.8043 |
73
+ | No log | 8.8 | 44 | 0.5355 | 0.5538 | 0.5355 | 0.7318 |
74
+ | No log | 9.2 | 46 | 0.5505 | 0.6519 | 0.5505 | 0.7420 |
75
+ | No log | 9.6 | 48 | 0.5989 | 0.6439 | 0.5989 | 0.7739 |
76
+ | No log | 10.0 | 50 | 0.4921 | 0.6730 | 0.4921 | 0.7015 |
77
+ | No log | 10.4 | 52 | 0.6389 | 0.4881 | 0.6389 | 0.7993 |
78
+ | No log | 10.8 | 54 | 0.5715 | 0.5124 | 0.5715 | 0.7560 |
79
+ | No log | 11.2 | 56 | 0.4566 | 0.6676 | 0.4566 | 0.6757 |
80
+ | No log | 11.6 | 58 | 0.4451 | 0.6932 | 0.4451 | 0.6671 |
81
+ | No log | 12.0 | 60 | 0.4772 | 0.6389 | 0.4772 | 0.6908 |
82
+ | No log | 12.4 | 62 | 0.4194 | 0.7119 | 0.4194 | 0.6476 |
83
+ | No log | 12.8 | 64 | 0.4590 | 0.6080 | 0.4590 | 0.6775 |
84
+ | No log | 13.2 | 66 | 0.4159 | 0.6334 | 0.4159 | 0.6449 |
85
+ | No log | 13.6 | 68 | 0.4343 | 0.6716 | 0.4343 | 0.6590 |
86
+ | No log | 14.0 | 70 | 0.7542 | 0.3961 | 0.7542 | 0.8685 |
87
+ | No log | 14.4 | 72 | 0.8285 | 0.3961 | 0.8285 | 0.9102 |
88
+ | No log | 14.8 | 74 | 0.5590 | 0.5489 | 0.5590 | 0.7477 |
89
+ | No log | 15.2 | 76 | 0.4470 | 0.6115 | 0.4470 | 0.6686 |
90
+ | No log | 15.6 | 78 | 0.6693 | 0.6021 | 0.6693 | 0.8181 |
91
+ | No log | 16.0 | 80 | 0.5836 | 0.5463 | 0.5836 | 0.7639 |
92
+ | No log | 16.4 | 82 | 0.4361 | 0.7004 | 0.4361 | 0.6604 |
93
+ | No log | 16.8 | 84 | 0.5784 | 0.5887 | 0.5784 | 0.7605 |
94
+ | No log | 17.2 | 86 | 0.5749 | 0.5887 | 0.5749 | 0.7582 |
95
+ | No log | 17.6 | 88 | 0.4430 | 0.6855 | 0.4430 | 0.6655 |
96
+ | No log | 18.0 | 90 | 0.5173 | 0.5695 | 0.5173 | 0.7192 |
97
+ | No log | 18.4 | 92 | 0.6278 | 0.5677 | 0.6278 | 0.7924 |
98
+ | No log | 18.8 | 94 | 0.5098 | 0.5748 | 0.5098 | 0.7140 |
99
+ | No log | 19.2 | 96 | 0.4249 | 0.6575 | 0.4249 | 0.6518 |
100
+ | No log | 19.6 | 98 | 0.4996 | 0.5429 | 0.4996 | 0.7068 |
101
+ | No log | 20.0 | 100 | 0.4832 | 0.5779 | 0.4832 | 0.6951 |
102
+ | No log | 20.4 | 102 | 0.4276 | 0.6467 | 0.4276 | 0.6539 |
103
+ | No log | 20.8 | 104 | 0.4873 | 0.6267 | 0.4873 | 0.6981 |
104
+ | No log | 21.2 | 106 | 0.4672 | 0.6356 | 0.4672 | 0.6835 |
105
+ | No log | 21.6 | 108 | 0.4253 | 0.6577 | 0.4253 | 0.6521 |
106
+ | No log | 22.0 | 110 | 0.4193 | 0.6870 | 0.4193 | 0.6475 |
107
+ | No log | 22.4 | 112 | 0.4126 | 0.6870 | 0.4126 | 0.6424 |
108
+ | No log | 22.8 | 114 | 0.4060 | 0.6957 | 0.4060 | 0.6372 |
109
+ | No log | 23.2 | 116 | 0.4115 | 0.6705 | 0.4115 | 0.6415 |
110
+ | No log | 23.6 | 118 | 0.4242 | 0.6793 | 0.4242 | 0.6513 |
111
+ | No log | 24.0 | 120 | 0.4217 | 0.6884 | 0.4217 | 0.6493 |
112
+ | No log | 24.4 | 122 | 0.4123 | 0.6884 | 0.4123 | 0.6421 |
113
+ | No log | 24.8 | 124 | 0.4169 | 0.6701 | 0.4169 | 0.6457 |
114
+ | No log | 25.2 | 126 | 0.3839 | 0.7032 | 0.3839 | 0.6196 |
115
+ | No log | 25.6 | 128 | 0.3950 | 0.6572 | 0.3950 | 0.6285 |
116
+ | No log | 26.0 | 130 | 0.4068 | 0.6900 | 0.4068 | 0.6378 |
117
+ | No log | 26.4 | 132 | 0.4124 | 0.6805 | 0.4124 | 0.6422 |
118
+ | No log | 26.8 | 134 | 0.4075 | 0.6496 | 0.4075 | 0.6384 |
119
+ | No log | 27.2 | 136 | 0.4115 | 0.6852 | 0.4115 | 0.6415 |
120
+ | No log | 27.6 | 138 | 0.4076 | 0.6161 | 0.4076 | 0.6384 |
121
+ | No log | 28.0 | 140 | 0.4019 | 0.6092 | 0.4019 | 0.6339 |
122
+ | No log | 28.4 | 142 | 0.4192 | 0.6601 | 0.4192 | 0.6475 |
123
+ | No log | 28.8 | 144 | 0.4584 | 0.6537 | 0.4584 | 0.6771 |
124
+ | No log | 29.2 | 146 | 0.4481 | 0.6342 | 0.4481 | 0.6694 |
125
+ | No log | 29.6 | 148 | 0.4046 | 0.6289 | 0.4046 | 0.6361 |
126
+ | No log | 30.0 | 150 | 0.4170 | 0.6472 | 0.4170 | 0.6458 |
127
+ | No log | 30.4 | 152 | 0.4199 | 0.6662 | 0.4199 | 0.6480 |
128
+ | No log | 30.8 | 154 | 0.4241 | 0.6337 | 0.4241 | 0.6512 |
129
+ | No log | 31.2 | 156 | 0.4369 | 0.6526 | 0.4369 | 0.6610 |
130
+ | No log | 31.6 | 158 | 0.4396 | 0.6526 | 0.4396 | 0.6630 |
131
+ | No log | 32.0 | 160 | 0.4225 | 0.6377 | 0.4225 | 0.6500 |
132
+ | No log | 32.4 | 162 | 0.4419 | 0.6228 | 0.4419 | 0.6647 |
133
+ | No log | 32.8 | 164 | 0.4786 | 0.5668 | 0.4786 | 0.6918 |
134
+ | No log | 33.2 | 166 | 0.4783 | 0.5701 | 0.4783 | 0.6916 |
135
+ | No log | 33.6 | 168 | 0.4403 | 0.6739 | 0.4403 | 0.6636 |
136
+ | No log | 34.0 | 170 | 0.4452 | 0.6491 | 0.4452 | 0.6672 |
137
+ | No log | 34.4 | 172 | 0.4400 | 0.6491 | 0.4400 | 0.6633 |
138
+ | No log | 34.8 | 174 | 0.4375 | 0.6667 | 0.4375 | 0.6614 |
139
+ | No log | 35.2 | 176 | 0.4714 | 0.6693 | 0.4714 | 0.6866 |
140
+ | No log | 35.6 | 178 | 0.4699 | 0.6944 | 0.4699 | 0.6855 |
141
+ | No log | 36.0 | 180 | 0.4550 | 0.6656 | 0.4550 | 0.6746 |
142
+ | No log | 36.4 | 182 | 0.4608 | 0.6574 | 0.4608 | 0.6788 |
143
+ | No log | 36.8 | 184 | 0.4634 | 0.6100 | 0.4634 | 0.6807 |
144
+ | No log | 37.2 | 186 | 0.4760 | 0.6259 | 0.4760 | 0.6899 |
145
+ | No log | 37.6 | 188 | 0.4606 | 0.6066 | 0.4606 | 0.6786 |
146
+ | No log | 38.0 | 190 | 0.4457 | 0.6818 | 0.4457 | 0.6676 |
147
+ | No log | 38.4 | 192 | 0.4602 | 0.5845 | 0.4602 | 0.6784 |
148
+ | No log | 38.8 | 194 | 0.4530 | 0.5816 | 0.4530 | 0.6730 |
149
+ | No log | 39.2 | 196 | 0.4429 | 0.6747 | 0.4429 | 0.6655 |
150
+ | No log | 39.6 | 198 | 0.4429 | 0.6747 | 0.4429 | 0.6655 |
151
+ | No log | 40.0 | 200 | 0.4429 | 0.5816 | 0.4429 | 0.6655 |
152
+ | No log | 40.4 | 202 | 0.4386 | 0.6655 | 0.4386 | 0.6622 |
153
+ | No log | 40.8 | 204 | 0.4625 | 0.5212 | 0.4625 | 0.6801 |
154
+ | No log | 41.2 | 206 | 0.4678 | 0.5283 | 0.4678 | 0.6839 |
155
+ | No log | 41.6 | 208 | 0.4375 | 0.5265 | 0.4375 | 0.6614 |
156
+ | No log | 42.0 | 210 | 0.4334 | 0.6505 | 0.4334 | 0.6583 |
157
+ | No log | 42.4 | 212 | 0.4565 | 0.6505 | 0.4565 | 0.6756 |
158
+ | No log | 42.8 | 214 | 0.4456 | 0.6505 | 0.4456 | 0.6675 |
159
+ | No log | 43.2 | 216 | 0.4197 | 0.6843 | 0.4197 | 0.6479 |
160
+ | No log | 43.6 | 218 | 0.4406 | 0.6223 | 0.4406 | 0.6638 |
161
+ | No log | 44.0 | 220 | 0.4791 | 0.5794 | 0.4791 | 0.6921 |
162
+ | No log | 44.4 | 222 | 0.4867 | 0.5794 | 0.4867 | 0.6976 |
163
+ | No log | 44.8 | 224 | 0.4550 | 0.5512 | 0.4550 | 0.6745 |
164
+ | No log | 45.2 | 226 | 0.4260 | 0.6464 | 0.4260 | 0.6527 |
165
+ | No log | 45.6 | 228 | 0.4490 | 0.6228 | 0.4490 | 0.6701 |
166
+ | No log | 46.0 | 230 | 0.4906 | 0.6681 | 0.4906 | 0.7004 |
167
+ | No log | 46.4 | 232 | 0.4778 | 0.6406 | 0.4778 | 0.6912 |
168
+ | No log | 46.8 | 234 | 0.4432 | 0.6408 | 0.4432 | 0.6657 |
169
+ | No log | 47.2 | 236 | 0.4286 | 0.6125 | 0.4286 | 0.6547 |
170
+ | No log | 47.6 | 238 | 0.4285 | 0.6330 | 0.4285 | 0.6546 |
171
+ | No log | 48.0 | 240 | 0.4341 | 0.6530 | 0.4341 | 0.6589 |
172
+ | No log | 48.4 | 242 | 0.4475 | 0.6518 | 0.4475 | 0.6689 |
173
+ | No log | 48.8 | 244 | 0.4306 | 0.6530 | 0.4306 | 0.6562 |
174
+ | No log | 49.2 | 246 | 0.4268 | 0.6351 | 0.4268 | 0.6533 |
175
+ | No log | 49.6 | 248 | 0.4332 | 0.5890 | 0.4332 | 0.6582 |
176
+ | No log | 50.0 | 250 | 0.4363 | 0.5319 | 0.4363 | 0.6605 |
177
+ | No log | 50.4 | 252 | 0.4274 | 0.6053 | 0.4274 | 0.6537 |
178
+ | No log | 50.8 | 254 | 0.4229 | 0.6344 | 0.4229 | 0.6503 |
179
+ | No log | 51.2 | 256 | 0.4296 | 0.6129 | 0.4296 | 0.6555 |
180
+ | No log | 51.6 | 258 | 0.4273 | 0.6129 | 0.4273 | 0.6537 |
181
+ | No log | 52.0 | 260 | 0.4295 | 0.6129 | 0.4295 | 0.6554 |
182
+ | No log | 52.4 | 262 | 0.4310 | 0.6129 | 0.4310 | 0.6565 |
183
+ | No log | 52.8 | 264 | 0.4315 | 0.6554 | 0.4315 | 0.6569 |
184
+ | No log | 53.2 | 266 | 0.4329 | 0.6383 | 0.4329 | 0.6579 |
185
+ | No log | 53.6 | 268 | 0.4340 | 0.6301 | 0.4340 | 0.6588 |
186
+ | No log | 54.0 | 270 | 0.4375 | 0.6301 | 0.4375 | 0.6614 |
187
+ | No log | 54.4 | 272 | 0.4407 | 0.6301 | 0.4407 | 0.6639 |
188
+ | No log | 54.8 | 274 | 0.4424 | 0.6301 | 0.4424 | 0.6651 |
189
+ | No log | 55.2 | 276 | 0.4376 | 0.6383 | 0.4376 | 0.6615 |
190
+ | No log | 55.6 | 278 | 0.4406 | 0.6241 | 0.4406 | 0.6638 |
191
+ | No log | 56.0 | 280 | 0.4356 | 0.6024 | 0.4356 | 0.6600 |
192
+ | No log | 56.4 | 282 | 0.4341 | 0.6039 | 0.4341 | 0.6588 |
193
+ | No log | 56.8 | 284 | 0.4351 | 0.6024 | 0.4352 | 0.6597 |
194
+ | No log | 57.2 | 286 | 0.4468 | 0.6228 | 0.4468 | 0.6684 |
195
+ | No log | 57.6 | 288 | 0.4433 | 0.6228 | 0.4433 | 0.6658 |
196
+ | No log | 58.0 | 290 | 0.4352 | 0.6317 | 0.4352 | 0.6597 |
197
+ | No log | 58.4 | 292 | 0.4287 | 0.6111 | 0.4287 | 0.6547 |
198
+ | No log | 58.8 | 294 | 0.4243 | 0.5899 | 0.4243 | 0.6514 |
199
+ | No log | 59.2 | 296 | 0.4247 | 0.6053 | 0.4247 | 0.6517 |
200
+ | No log | 59.6 | 298 | 0.4320 | 0.5248 | 0.4320 | 0.6573 |
201
+ | No log | 60.0 | 300 | 0.4255 | 0.6269 | 0.4255 | 0.6523 |
202
+ | No log | 60.4 | 302 | 0.4198 | 0.6269 | 0.4198 | 0.6479 |
203
+ | No log | 60.8 | 304 | 0.4132 | 0.6269 | 0.4132 | 0.6428 |
204
+ | No log | 61.2 | 306 | 0.4086 | 0.6269 | 0.4086 | 0.6392 |
205
+ | No log | 61.6 | 308 | 0.4066 | 0.6357 | 0.4066 | 0.6376 |
206
+ | No log | 62.0 | 310 | 0.4051 | 0.6269 | 0.4051 | 0.6365 |
207
+ | No log | 62.4 | 312 | 0.3995 | 0.6555 | 0.3995 | 0.6321 |
208
+ | No log | 62.8 | 314 | 0.4025 | 0.6935 | 0.4025 | 0.6344 |
209
+ | No log | 63.2 | 316 | 0.4018 | 0.6747 | 0.4018 | 0.6339 |
210
+ | No log | 63.6 | 318 | 0.4004 | 0.6555 | 0.4004 | 0.6327 |
211
+ | No log | 64.0 | 320 | 0.3988 | 0.6555 | 0.3988 | 0.6315 |
212
+ | No log | 64.4 | 322 | 0.4033 | 0.6269 | 0.4033 | 0.6351 |
213
+ | No log | 64.8 | 324 | 0.3985 | 0.6464 | 0.3985 | 0.6313 |
214
+ | No log | 65.2 | 326 | 0.3983 | 0.6919 | 0.3983 | 0.6311 |
215
+ | No log | 65.6 | 328 | 0.4081 | 0.7053 | 0.4081 | 0.6388 |
216
+ | No log | 66.0 | 330 | 0.4080 | 0.7053 | 0.4080 | 0.6387 |
217
+ | No log | 66.4 | 332 | 0.4014 | 0.6650 | 0.4014 | 0.6335 |
218
+ | No log | 66.8 | 334 | 0.3980 | 0.6464 | 0.3980 | 0.6309 |
219
+ | No log | 67.2 | 336 | 0.3967 | 0.6464 | 0.3967 | 0.6298 |
220
+ | No log | 67.6 | 338 | 0.3998 | 0.6464 | 0.3998 | 0.6323 |
221
+ | No log | 68.0 | 340 | 0.3988 | 0.6556 | 0.3988 | 0.6315 |
222
+ | No log | 68.4 | 342 | 0.3991 | 0.6555 | 0.3991 | 0.6318 |
223
+ | No log | 68.8 | 344 | 0.4021 | 0.6542 | 0.4021 | 0.6341 |
224
+ | No log | 69.2 | 346 | 0.4071 | 0.6632 | 0.4071 | 0.6380 |
225
+ | No log | 69.6 | 348 | 0.4053 | 0.6632 | 0.4053 | 0.6366 |
226
+ | No log | 70.0 | 350 | 0.3963 | 0.6747 | 0.3963 | 0.6295 |
227
+ | No log | 70.4 | 352 | 0.4007 | 0.6667 | 0.4007 | 0.6330 |
228
+ | No log | 70.8 | 354 | 0.4234 | 0.6034 | 0.4234 | 0.6507 |
229
+ | No log | 71.2 | 356 | 0.4467 | 0.5636 | 0.4467 | 0.6683 |
230
+ | No log | 71.6 | 358 | 0.4443 | 0.5498 | 0.4443 | 0.6666 |
231
+ | No log | 72.0 | 360 | 0.4237 | 0.5554 | 0.4237 | 0.6509 |
232
+ | No log | 72.4 | 362 | 0.4067 | 0.6554 | 0.4067 | 0.6377 |
233
+ | No log | 72.8 | 364 | 0.4085 | 0.6739 | 0.4085 | 0.6392 |
234
+ | No log | 73.2 | 366 | 0.4164 | 0.6431 | 0.4164 | 0.6453 |
235
+ | No log | 73.6 | 368 | 0.4198 | 0.6530 | 0.4198 | 0.6479 |
236
+ | No log | 74.0 | 370 | 0.4229 | 0.6330 | 0.4229 | 0.6503 |
237
+ | No log | 74.4 | 372 | 0.4228 | 0.6125 | 0.4228 | 0.6502 |
238
+ | No log | 74.8 | 374 | 0.4205 | 0.6555 | 0.4205 | 0.6484 |
239
+ | No log | 75.2 | 376 | 0.4215 | 0.6555 | 0.4215 | 0.6492 |
240
+ | No log | 75.6 | 378 | 0.4219 | 0.6555 | 0.4219 | 0.6495 |
241
+ | No log | 76.0 | 380 | 0.4219 | 0.6555 | 0.4219 | 0.6496 |
242
+ | No log | 76.4 | 382 | 0.4229 | 0.6555 | 0.4229 | 0.6503 |
243
+ | No log | 76.8 | 384 | 0.4283 | 0.6053 | 0.4283 | 0.6545 |
244
+ | No log | 77.2 | 386 | 0.4344 | 0.5846 | 0.4344 | 0.6591 |
245
+ | No log | 77.6 | 388 | 0.4340 | 0.5846 | 0.4340 | 0.6588 |
246
+ | No log | 78.0 | 390 | 0.4306 | 0.6554 | 0.4306 | 0.6562 |
247
+ | No log | 78.4 | 392 | 0.4338 | 0.6739 | 0.4338 | 0.6586 |
248
+ | No log | 78.8 | 394 | 0.4396 | 0.6634 | 0.4396 | 0.6630 |
249
+ | No log | 79.2 | 396 | 0.4423 | 0.6702 | 0.4423 | 0.6650 |
250
+ | No log | 79.6 | 398 | 0.4386 | 0.6880 | 0.4386 | 0.6623 |
251
+ | No log | 80.0 | 400 | 0.4280 | 0.6807 | 0.4280 | 0.6542 |
252
+ | No log | 80.4 | 402 | 0.4169 | 0.6639 | 0.4169 | 0.6457 |
253
+ | No log | 80.8 | 404 | 0.4098 | 0.6747 | 0.4098 | 0.6402 |
254
+ | No log | 81.2 | 406 | 0.4068 | 0.6747 | 0.4068 | 0.6378 |
255
+ | No log | 81.6 | 408 | 0.4073 | 0.6555 | 0.4073 | 0.6382 |
256
+ | No log | 82.0 | 410 | 0.4114 | 0.6377 | 0.4114 | 0.6414 |
257
+ | No log | 82.4 | 412 | 0.4120 | 0.6577 | 0.4120 | 0.6419 |
258
+ | No log | 82.8 | 414 | 0.4093 | 0.6464 | 0.4093 | 0.6397 |
259
+ | No log | 83.2 | 416 | 0.4075 | 0.6554 | 0.4075 | 0.6383 |
260
+ | No log | 83.6 | 418 | 0.4122 | 0.6730 | 0.4122 | 0.6420 |
261
+ | No log | 84.0 | 420 | 0.4173 | 0.6634 | 0.4173 | 0.6460 |
262
+ | No log | 84.4 | 422 | 0.4178 | 0.6634 | 0.4178 | 0.6463 |
263
+ | No log | 84.8 | 424 | 0.4151 | 0.6634 | 0.4151 | 0.6443 |
264
+ | No log | 85.2 | 426 | 0.4137 | 0.6730 | 0.4137 | 0.6432 |
265
+ | No log | 85.6 | 428 | 0.4118 | 0.6730 | 0.4118 | 0.6417 |
266
+ | No log | 86.0 | 430 | 0.4095 | 0.6739 | 0.4095 | 0.6399 |
267
+ | No log | 86.4 | 432 | 0.4084 | 0.6554 | 0.4084 | 0.6391 |
268
+ | No log | 86.8 | 434 | 0.4089 | 0.6555 | 0.4089 | 0.6394 |
269
+ | No log | 87.2 | 436 | 0.4083 | 0.6555 | 0.4083 | 0.6390 |
270
+ | No log | 87.6 | 438 | 0.4071 | 0.6555 | 0.4071 | 0.6381 |
271
+ | No log | 88.0 | 440 | 0.4063 | 0.6555 | 0.4063 | 0.6374 |
272
+ | No log | 88.4 | 442 | 0.4060 | 0.6739 | 0.4060 | 0.6372 |
273
+ | No log | 88.8 | 444 | 0.4059 | 0.6739 | 0.4059 | 0.6371 |
274
+ | No log | 89.2 | 446 | 0.4048 | 0.6747 | 0.4048 | 0.6362 |
275
+ | No log | 89.6 | 448 | 0.4037 | 0.6747 | 0.4037 | 0.6353 |
276
+ | No log | 90.0 | 450 | 0.4032 | 0.6747 | 0.4032 | 0.6350 |
277
+ | No log | 90.4 | 452 | 0.4040 | 0.6747 | 0.4040 | 0.6356 |
278
+ | No log | 90.8 | 454 | 0.4044 | 0.6747 | 0.4044 | 0.6359 |
279
+ | No log | 91.2 | 456 | 0.4044 | 0.6747 | 0.4044 | 0.6359 |
280
+ | No log | 91.6 | 458 | 0.4050 | 0.6747 | 0.4050 | 0.6364 |
281
+ | No log | 92.0 | 460 | 0.4063 | 0.6747 | 0.4063 | 0.6374 |
282
+ | No log | 92.4 | 462 | 0.4064 | 0.6747 | 0.4064 | 0.6375 |
283
+ | No log | 92.8 | 464 | 0.4056 | 0.6747 | 0.4056 | 0.6368 |
284
+ | No log | 93.2 | 466 | 0.4052 | 0.6747 | 0.4052 | 0.6365 |
285
+ | No log | 93.6 | 468 | 0.4051 | 0.6747 | 0.4051 | 0.6365 |
286
+ | No log | 94.0 | 470 | 0.4052 | 0.6747 | 0.4052 | 0.6365 |
287
+ | No log | 94.4 | 472 | 0.4049 | 0.6747 | 0.4049 | 0.6363 |
288
+ | No log | 94.8 | 474 | 0.4053 | 0.6747 | 0.4053 | 0.6367 |
289
+ | No log | 95.2 | 476 | 0.4058 | 0.6747 | 0.4058 | 0.6370 |
290
+ | No log | 95.6 | 478 | 0.4060 | 0.6747 | 0.4060 | 0.6372 |
291
+ | No log | 96.0 | 480 | 0.4063 | 0.6747 | 0.4063 | 0.6374 |
292
+ | No log | 96.4 | 482 | 0.4067 | 0.6747 | 0.4067 | 0.6378 |
293
+ | No log | 96.8 | 484 | 0.4069 | 0.6747 | 0.4069 | 0.6379 |
294
+ | No log | 97.2 | 486 | 0.4072 | 0.6747 | 0.4072 | 0.6381 |
295
+ | No log | 97.6 | 488 | 0.4074 | 0.6747 | 0.4074 | 0.6383 |
296
+ | No log | 98.0 | 490 | 0.4075 | 0.6747 | 0.4075 | 0.6384 |
297
+ | No log | 98.4 | 492 | 0.4076 | 0.6747 | 0.4076 | 0.6384 |
298
+ | No log | 98.8 | 494 | 0.4077 | 0.6747 | 0.4077 | 0.6385 |
299
+ | No log | 99.2 | 496 | 0.4077 | 0.6747 | 0.4077 | 0.6385 |
300
+ | No log | 99.6 | 498 | 0.4078 | 0.6747 | 0.4078 | 0.6386 |
301
+ | 0.1888 | 100.0 | 500 | 0.4078 | 0.6747 | 0.4078 | 0.6386 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
302
 
303
 
304
  ### Framework versions