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ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k1_task8_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_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_run3_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: 0.6566
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- - Qwk: 0.4890
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- - Mse: 0.6566
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- - Rmse: 0.8103
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  ## Model description
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@@ -47,265 +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 | 0.9350 | -0.0228 | 0.9350 | 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 | 0.9948 | 0.2658 | 0.9948 | 0.9974 |
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- | No log | 1.16 | 58 | 0.9209 | 0.2273 | 0.9209 | 0.9596 |
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- | No log | 1.2 | 60 | 0.8068 | 0.2817 | 0.8068 | 0.8982 |
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- | No log | 1.24 | 62 | 0.6364 | 0.3829 | 0.6364 | 0.7978 |
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- | No log | 1.28 | 64 | 0.6023 | 0.3633 | 0.6023 | 0.7761 |
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- | No log | 1.32 | 66 | 0.5990 | 0.2641 | 0.5990 | 0.7740 |
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- | No log | 1.3600 | 68 | 0.5737 | 0.4007 | 0.5737 | 0.7575 |
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- | No log | 1.4 | 70 | 0.5646 | 0.4238 | 0.5646 | 0.7514 |
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- | No log | 1.44 | 72 | 0.5500 | 0.3274 | 0.5500 | 0.7417 |
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- | No log | 1.48 | 74 | 0.5849 | 0.2817 | 0.5849 | 0.7648 |
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- | No log | 1.52 | 76 | 0.6114 | 0.2851 | 0.6114 | 0.7819 |
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- | No log | 1.56 | 78 | 0.6346 | 0.3506 | 0.6346 | 0.7966 |
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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 | 0.6272 | 0.3446 | 0.6272 | 0.7919 |
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- | No log | 1.6800 | 84 | 0.6046 | 0.2890 | 0.6046 | 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 | 0.6039 | 0.3866 | 0.6039 | 0.7771 |
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- | No log | 1.8 | 90 | 0.6017 | 0.3701 | 0.6017 | 0.7757 |
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- | No log | 1.8400 | 92 | 0.5704 | 0.4729 | 0.5704 | 0.7553 |
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- | No log | 1.88 | 94 | 0.5891 | 0.4677 | 0.5891 | 0.7675 |
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- | No log | 1.92 | 96 | 0.6263 | 0.4537 | 0.6263 | 0.7914 |
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- | No log | 1.96 | 98 | 0.6160 | 0.4969 | 0.6160 | 0.7849 |
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- | No log | 2.0 | 100 | 0.5127 | 0.4358 | 0.5127 | 0.7160 |
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- | No log | 2.04 | 102 | 0.5279 | 0.4855 | 0.5279 | 0.7266 |
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- | No log | 2.08 | 104 | 0.5255 | 0.4769 | 0.5255 | 0.7249 |
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- | No log | 2.12 | 106 | 0.5069 | 0.4973 | 0.5069 | 0.7120 |
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- | No log | 2.16 | 108 | 0.6200 | 0.5267 | 0.6200 | 0.7874 |
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- | No log | 2.2 | 110 | 0.8134 | 0.5167 | 0.8134 | 0.9019 |
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- | No log | 2.24 | 112 | 0.8133 | 0.4993 | 0.8133 | 0.9018 |
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- | No log | 2.2800 | 114 | 0.8409 | 0.3942 | 0.8409 | 0.9170 |
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- | No log | 2.32 | 116 | 0.7301 | 0.4383 | 0.7301 | 0.8545 |
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- | No log | 2.36 | 118 | 0.5747 | 0.5400 | 0.5747 | 0.7581 |
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- | No log | 2.4 | 120 | 0.4916 | 0.5022 | 0.4916 | 0.7011 |
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- | No log | 2.44 | 122 | 0.6211 | 0.4303 | 0.6211 | 0.7881 |
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- | No log | 2.48 | 124 | 0.6746 | 0.4716 | 0.6746 | 0.8213 |
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- | No log | 2.52 | 126 | 0.6074 | 0.4568 | 0.6074 | 0.7794 |
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- | No log | 2.56 | 128 | 0.5660 | 0.5050 | 0.5660 | 0.7523 |
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- | No log | 2.6 | 130 | 0.5394 | 0.4817 | 0.5394 | 0.7344 |
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- | No log | 2.64 | 132 | 0.5561 | 0.5117 | 0.5561 | 0.7457 |
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- | No log | 2.68 | 134 | 0.6166 | 0.6154 | 0.6166 | 0.7853 |
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- | No log | 2.7200 | 136 | 0.5806 | 0.6154 | 0.5806 | 0.7620 |
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- | No log | 2.76 | 138 | 0.5291 | 0.5518 | 0.5291 | 0.7274 |
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- | No log | 2.8 | 140 | 0.6548 | 0.5614 | 0.6548 | 0.8092 |
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- | No log | 2.84 | 142 | 0.7484 | 0.4199 | 0.7484 | 0.8651 |
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- | No log | 2.88 | 144 | 0.6987 | 0.4353 | 0.6987 | 0.8359 |
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- | No log | 2.92 | 146 | 0.5894 | 0.4356 | 0.5894 | 0.7677 |
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- | No log | 2.96 | 148 | 0.5429 | 0.5463 | 0.5429 | 0.7368 |
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- | No log | 3.0 | 150 | 0.5429 | 0.4762 | 0.5429 | 0.7368 |
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- | No log | 3.04 | 152 | 0.5881 | 0.3890 | 0.5881 | 0.7669 |
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- | No log | 3.08 | 154 | 0.7048 | 0.3305 | 0.7048 | 0.8395 |
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- | No log | 3.12 | 156 | 0.7130 | 0.3475 | 0.7130 | 0.8444 |
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- | No log | 3.16 | 158 | 0.6015 | 0.3914 | 0.6015 | 0.7756 |
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- | No log | 3.2 | 160 | 0.5330 | 0.5357 | 0.5330 | 0.7301 |
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- | No log | 3.24 | 162 | 0.5635 | 0.5779 | 0.5635 | 0.7507 |
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- | No log | 3.2800 | 164 | 0.6024 | 0.5765 | 0.6024 | 0.7762 |
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- | No log | 3.32 | 166 | 0.6626 | 0.5441 | 0.6626 | 0.8140 |
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- | No log | 3.36 | 168 | 0.6894 | 0.5441 | 0.6894 | 0.8303 |
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- | No log | 3.4 | 170 | 0.6918 | 0.5502 | 0.6918 | 0.8318 |
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- | No log | 3.44 | 172 | 0.5847 | 0.6445 | 0.5847 | 0.7647 |
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- | No log | 3.48 | 174 | 0.5332 | 0.6156 | 0.5332 | 0.7302 |
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- | No log | 3.52 | 176 | 0.5292 | 0.5956 | 0.5292 | 0.7274 |
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- | No log | 3.56 | 178 | 0.5661 | 0.5779 | 0.5661 | 0.7524 |
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- | No log | 3.6 | 180 | 0.6489 | 0.5752 | 0.6489 | 0.8055 |
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- | No log | 3.64 | 182 | 0.6117 | 0.5696 | 0.6117 | 0.7821 |
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- | No log | 3.68 | 184 | 0.5219 | 0.5826 | 0.5219 | 0.7225 |
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- | No log | 3.7200 | 186 | 0.5343 | 0.5184 | 0.5343 | 0.7310 |
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- | No log | 3.76 | 188 | 0.6267 | 0.4556 | 0.6267 | 0.7916 |
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- | No log | 3.8 | 190 | 0.6250 | 0.5195 | 0.6250 | 0.7905 |
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- | No log | 3.84 | 192 | 0.6173 | 0.4794 | 0.6173 | 0.7857 |
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- | No log | 3.88 | 194 | 0.5674 | 0.4340 | 0.5674 | 0.7533 |
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- | No log | 3.92 | 196 | 0.5695 | 0.4478 | 0.5695 | 0.7546 |
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- | No log | 3.96 | 198 | 0.5560 | 0.5044 | 0.5560 | 0.7456 |
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- | No log | 4.0 | 200 | 0.5479 | 0.5214 | 0.5479 | 0.7402 |
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- | No log | 4.04 | 202 | 0.5409 | 0.5165 | 0.5409 | 0.7354 |
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- | No log | 4.08 | 204 | 0.5493 | 0.4772 | 0.5493 | 0.7411 |
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- | No log | 4.12 | 206 | 0.5523 | 0.4374 | 0.5523 | 0.7431 |
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- | No log | 4.16 | 208 | 0.5666 | 0.4644 | 0.5666 | 0.7527 |
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- | No log | 4.2 | 210 | 0.5274 | 0.4601 | 0.5274 | 0.7262 |
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- | No log | 4.24 | 212 | 0.5524 | 0.5268 | 0.5524 | 0.7432 |
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- | No log | 4.28 | 214 | 0.6265 | 0.5793 | 0.6265 | 0.7915 |
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- | No log | 4.32 | 216 | 0.6184 | 0.5793 | 0.6184 | 0.7864 |
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- | No log | 4.36 | 218 | 0.6912 | 0.5186 | 0.6912 | 0.8314 |
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- | No log | 4.4 | 220 | 0.6006 | 0.5283 | 0.6006 | 0.7750 |
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- | No log | 4.44 | 222 | 0.5609 | 0.5359 | 0.5609 | 0.7489 |
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- | No log | 4.48 | 224 | 0.5705 | 0.5717 | 0.5705 | 0.7553 |
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- | No log | 4.52 | 226 | 0.5613 | 0.5717 | 0.5613 | 0.7492 |
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- | No log | 4.5600 | 228 | 0.5204 | 0.5878 | 0.5204 | 0.7214 |
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- | No log | 4.6 | 230 | 0.5446 | 0.5226 | 0.5446 | 0.7380 |
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- | No log | 4.64 | 232 | 0.5585 | 0.5275 | 0.5585 | 0.7474 |
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- | No log | 4.68 | 234 | 0.5242 | 0.5341 | 0.5242 | 0.7240 |
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- | No log | 4.72 | 236 | 0.5010 | 0.5930 | 0.5010 | 0.7078 |
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- | No log | 4.76 | 238 | 0.4960 | 0.5698 | 0.4960 | 0.7043 |
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- | No log | 4.8 | 240 | 0.4983 | 0.5326 | 0.4983 | 0.7059 |
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- | No log | 4.84 | 242 | 0.5088 | 0.4883 | 0.5088 | 0.7133 |
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- | No log | 4.88 | 244 | 0.5046 | 0.4986 | 0.5046 | 0.7103 |
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- | No log | 4.92 | 246 | 0.4877 | 0.5625 | 0.4877 | 0.6983 |
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- | No log | 4.96 | 248 | 0.4897 | 0.6503 | 0.4897 | 0.6998 |
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- | No log | 5.0 | 250 | 0.4784 | 0.5915 | 0.4784 | 0.6917 |
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- | No log | 5.04 | 252 | 0.4721 | 0.5565 | 0.4721 | 0.6871 |
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- | No log | 5.08 | 254 | 0.5047 | 0.5945 | 0.5047 | 0.7104 |
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- | No log | 5.12 | 256 | 0.5624 | 0.5765 | 0.5624 | 0.7499 |
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- | No log | 5.16 | 258 | 0.5078 | 0.5445 | 0.5078 | 0.7126 |
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- | No log | 5.2 | 260 | 0.4717 | 0.5904 | 0.4717 | 0.6868 |
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- | No log | 5.24 | 262 | 0.4646 | 0.6154 | 0.4646 | 0.6816 |
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- | No log | 5.28 | 264 | 0.4639 | 0.5457 | 0.4639 | 0.6811 |
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- | No log | 5.32 | 266 | 0.4713 | 0.4746 | 0.4713 | 0.6865 |
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- | No log | 5.36 | 268 | 0.4849 | 0.4746 | 0.4849 | 0.6963 |
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- | No log | 5.4 | 270 | 0.5242 | 0.5449 | 0.5242 | 0.7240 |
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- | No log | 5.44 | 272 | 0.5075 | 0.5432 | 0.5075 | 0.7124 |
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- | No log | 5.48 | 274 | 0.4706 | 0.5010 | 0.4706 | 0.6860 |
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- | No log | 5.52 | 276 | 0.4722 | 0.5246 | 0.4722 | 0.6871 |
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- | No log | 5.5600 | 278 | 0.4673 | 0.5831 | 0.4673 | 0.6836 |
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- | No log | 5.6 | 280 | 0.4655 | 0.5800 | 0.4655 | 0.6823 |
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- | No log | 5.64 | 282 | 0.4669 | 0.5440 | 0.4669 | 0.6833 |
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- | No log | 5.68 | 284 | 0.4945 | 0.5947 | 0.4945 | 0.7032 |
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- | No log | 5.72 | 286 | 0.6726 | 0.5223 | 0.6726 | 0.8201 |
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- | No log | 5.76 | 288 | 0.6738 | 0.5281 | 0.6738 | 0.8208 |
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- | No log | 5.8 | 290 | 0.5238 | 0.5650 | 0.5238 | 0.7238 |
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- | No log | 5.84 | 292 | 0.4784 | 0.5320 | 0.4784 | 0.6916 |
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- | No log | 5.88 | 294 | 0.4983 | 0.4838 | 0.4983 | 0.7059 |
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- | No log | 5.92 | 296 | 0.4824 | 0.5003 | 0.4824 | 0.6945 |
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- | No log | 5.96 | 298 | 0.4814 | 0.6053 | 0.4814 | 0.6938 |
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- | No log | 6.0 | 300 | 0.5050 | 0.6342 | 0.5050 | 0.7106 |
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- | No log | 6.04 | 302 | 0.4937 | 0.6141 | 0.4937 | 0.7026 |
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- | No log | 6.08 | 304 | 0.4940 | 0.6342 | 0.4940 | 0.7028 |
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- | No log | 6.12 | 306 | 0.4685 | 0.5548 | 0.4685 | 0.6845 |
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- | No log | 6.16 | 308 | 0.5418 | 0.6005 | 0.5418 | 0.7361 |
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- | No log | 6.2 | 310 | 0.6455 | 0.5309 | 0.6455 | 0.8034 |
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- | No log | 6.24 | 312 | 0.5924 | 0.5494 | 0.5924 | 0.7697 |
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- | No log | 6.28 | 314 | 0.4890 | 0.5708 | 0.4890 | 0.6993 |
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- | No log | 6.32 | 316 | 0.4769 | 0.5571 | 0.4769 | 0.6906 |
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- | No log | 6.36 | 318 | 0.5212 | 0.5513 | 0.5212 | 0.7219 |
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- | No log | 6.4 | 320 | 0.5715 | 0.5862 | 0.5715 | 0.7560 |
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- | No log | 6.44 | 322 | 0.5227 | 0.5621 | 0.5227 | 0.7230 |
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- | No log | 6.48 | 324 | 0.4817 | 0.5840 | 0.4817 | 0.6940 |
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- | No log | 6.52 | 326 | 0.5440 | 0.5072 | 0.5440 | 0.7376 |
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- | No log | 6.5600 | 328 | 0.5574 | 0.5126 | 0.5574 | 0.7466 |
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- | No log | 6.6 | 330 | 0.4992 | 0.4847 | 0.4992 | 0.7066 |
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- | No log | 6.64 | 332 | 0.4937 | 0.5512 | 0.4937 | 0.7026 |
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- | No log | 6.68 | 334 | 0.6117 | 0.5543 | 0.6117 | 0.7821 |
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- | No log | 6.72 | 336 | 0.6986 | 0.4844 | 0.6986 | 0.8358 |
220
- | No log | 6.76 | 338 | 0.6354 | 0.5281 | 0.6354 | 0.7971 |
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- | No log | 6.8 | 340 | 0.5170 | 0.5512 | 0.5170 | 0.7190 |
222
- | No log | 6.84 | 342 | 0.4617 | 0.5286 | 0.4617 | 0.6795 |
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- | No log | 6.88 | 344 | 0.4616 | 0.5095 | 0.4616 | 0.6794 |
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- | No log | 6.92 | 346 | 0.4567 | 0.5929 | 0.4567 | 0.6758 |
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- | No log | 6.96 | 348 | 0.4984 | 0.5779 | 0.4984 | 0.7059 |
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- | No log | 7.0 | 350 | 0.6477 | 0.5209 | 0.6477 | 0.8048 |
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- | No log | 7.04 | 352 | 0.7219 | 0.5226 | 0.7219 | 0.8497 |
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- | No log | 7.08 | 354 | 0.5991 | 0.5516 | 0.5991 | 0.7740 |
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- | No log | 7.12 | 356 | 0.5062 | 0.6716 | 0.5062 | 0.7115 |
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- | No log | 7.16 | 358 | 0.5068 | 0.6361 | 0.5068 | 0.7119 |
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- | No log | 7.2 | 360 | 0.4679 | 0.6514 | 0.4679 | 0.6841 |
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- | No log | 7.24 | 362 | 0.4439 | 0.5953 | 0.4439 | 0.6662 |
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- | No log | 7.28 | 364 | 0.4523 | 0.5853 | 0.4523 | 0.6726 |
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- | No log | 7.32 | 366 | 0.4553 | 0.6040 | 0.4553 | 0.6748 |
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- | No log | 7.36 | 368 | 0.4854 | 0.6141 | 0.4854 | 0.6967 |
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- | No log | 7.4 | 370 | 0.4878 | 0.5733 | 0.4878 | 0.6984 |
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- | No log | 7.44 | 372 | 0.4710 | 0.5283 | 0.4710 | 0.6863 |
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- | No log | 7.48 | 374 | 0.4586 | 0.5475 | 0.4586 | 0.6772 |
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- | No log | 7.52 | 376 | 0.4691 | 0.5687 | 0.4691 | 0.6849 |
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- | No log | 7.5600 | 378 | 0.4931 | 0.5692 | 0.4931 | 0.7022 |
241
- | No log | 7.6 | 380 | 0.4821 | 0.5756 | 0.4821 | 0.6943 |
242
- | No log | 7.64 | 382 | 0.4581 | 0.6572 | 0.4581 | 0.6768 |
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- | No log | 7.68 | 384 | 0.4743 | 0.6515 | 0.4743 | 0.6887 |
244
- | No log | 7.72 | 386 | 0.4918 | 0.6445 | 0.4918 | 0.7013 |
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- | No log | 7.76 | 388 | 0.5228 | 0.6470 | 0.5228 | 0.7230 |
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- | No log | 7.8 | 390 | 0.4867 | 0.6783 | 0.4867 | 0.6976 |
247
- | No log | 7.84 | 392 | 0.4723 | 0.5913 | 0.4723 | 0.6873 |
248
- | No log | 7.88 | 394 | 0.5149 | 0.5876 | 0.5149 | 0.7176 |
249
- | No log | 7.92 | 396 | 0.5154 | 0.5761 | 0.5154 | 0.7179 |
250
- | No log | 7.96 | 398 | 0.4777 | 0.5756 | 0.4777 | 0.6911 |
251
- | No log | 8.0 | 400 | 0.4897 | 0.6146 | 0.4897 | 0.6998 |
252
- | No log | 8.04 | 402 | 0.5183 | 0.6633 | 0.5183 | 0.7199 |
253
- | No log | 8.08 | 404 | 0.5019 | 0.6793 | 0.5019 | 0.7084 |
254
- | No log | 8.12 | 406 | 0.4572 | 0.5939 | 0.4572 | 0.6762 |
255
- | No log | 8.16 | 408 | 0.4813 | 0.6018 | 0.4813 | 0.6937 |
256
- | No log | 8.2 | 410 | 0.5077 | 0.6101 | 0.5077 | 0.7125 |
257
- | No log | 8.24 | 412 | 0.4823 | 0.6083 | 0.4823 | 0.6945 |
258
- | No log | 8.28 | 414 | 0.4778 | 0.6009 | 0.4778 | 0.6912 |
259
- | No log | 8.32 | 416 | 0.4936 | 0.5865 | 0.4936 | 0.7026 |
260
- | No log | 8.36 | 418 | 0.5456 | 0.5396 | 0.5456 | 0.7387 |
261
- | No log | 8.4 | 420 | 0.5782 | 0.5354 | 0.5782 | 0.7604 |
262
- | No log | 8.44 | 422 | 0.5427 | 0.5705 | 0.5427 | 0.7367 |
263
- | No log | 8.48 | 424 | 0.4997 | 0.5272 | 0.4997 | 0.7069 |
264
- | No log | 8.52 | 426 | 0.4630 | 0.6156 | 0.4630 | 0.6804 |
265
- | No log | 8.56 | 428 | 0.5106 | 0.5621 | 0.5106 | 0.7146 |
266
- | No log | 8.6 | 430 | 0.5387 | 0.5445 | 0.5387 | 0.7339 |
267
- | No log | 8.64 | 432 | 0.5006 | 0.5627 | 0.5006 | 0.7075 |
268
- | No log | 8.68 | 434 | 0.4790 | 0.6330 | 0.4790 | 0.6921 |
269
- | No log | 8.72 | 436 | 0.5265 | 0.6080 | 0.5265 | 0.7256 |
270
- | No log | 8.76 | 438 | 0.5393 | 0.6269 | 0.5393 | 0.7344 |
271
- | No log | 8.8 | 440 | 0.5121 | 0.5985 | 0.5121 | 0.7156 |
272
- | No log | 8.84 | 442 | 0.5141 | 0.6184 | 0.5141 | 0.7170 |
273
- | No log | 8.88 | 444 | 0.5104 | 0.5692 | 0.5104 | 0.7145 |
274
- | No log | 8.92 | 446 | 0.4743 | 0.6477 | 0.4743 | 0.6887 |
275
- | No log | 8.96 | 448 | 0.4673 | 0.6330 | 0.4673 | 0.6836 |
276
- | No log | 9.0 | 450 | 0.4655 | 0.6017 | 0.4655 | 0.6823 |
277
- | No log | 9.04 | 452 | 0.4667 | 0.6068 | 0.4667 | 0.6831 |
278
- | No log | 9.08 | 454 | 0.4743 | 0.5999 | 0.4743 | 0.6887 |
279
- | No log | 9.12 | 456 | 0.4597 | 0.5875 | 0.4597 | 0.6780 |
280
- | No log | 9.16 | 458 | 0.4568 | 0.5979 | 0.4568 | 0.6758 |
281
- | No log | 9.2 | 460 | 0.4666 | 0.5783 | 0.4666 | 0.6831 |
282
- | No log | 9.24 | 462 | 0.5043 | 0.5861 | 0.5043 | 0.7101 |
283
- | No log | 9.28 | 464 | 0.5210 | 0.5683 | 0.5210 | 0.7218 |
284
- | No log | 9.32 | 466 | 0.4673 | 0.6182 | 0.4673 | 0.6836 |
285
- | No log | 9.36 | 468 | 0.4505 | 0.6071 | 0.4505 | 0.6712 |
286
- | No log | 9.4 | 470 | 0.4449 | 0.6121 | 0.4449 | 0.6670 |
287
- | No log | 9.44 | 472 | 0.4507 | 0.5669 | 0.4507 | 0.6713 |
288
- | No log | 9.48 | 474 | 0.4888 | 0.6004 | 0.4888 | 0.6991 |
289
- | No log | 9.52 | 476 | 0.5194 | 0.6030 | 0.5194 | 0.7207 |
290
- | No log | 9.56 | 478 | 0.4999 | 0.5895 | 0.4999 | 0.7070 |
291
- | No log | 9.6 | 480 | 0.4755 | 0.6186 | 0.4755 | 0.6896 |
292
- | No log | 9.64 | 482 | 0.4889 | 0.5991 | 0.4889 | 0.6992 |
293
- | No log | 9.68 | 484 | 0.4789 | 0.5923 | 0.4789 | 0.6920 |
294
- | No log | 9.72 | 486 | 0.4791 | 0.5672 | 0.4791 | 0.6922 |
295
- | No log | 9.76 | 488 | 0.4849 | 0.5248 | 0.4849 | 0.6963 |
296
- | No log | 9.8 | 490 | 0.4842 | 0.4942 | 0.4842 | 0.6959 |
297
- | No log | 9.84 | 492 | 0.4981 | 0.4960 | 0.4981 | 0.7058 |
298
- | No log | 9.88 | 494 | 0.5194 | 0.5513 | 0.5194 | 0.7207 |
299
- | No log | 9.92 | 496 | 0.5231 | 0.5513 | 0.5231 | 0.7233 |
300
- | No log | 9.96 | 498 | 0.5218 | 0.5553 | 0.5218 | 0.7224 |
301
- | 0.3903 | 10.0 | 500 | 0.5106 | 0.5335 | 0.5106 | 0.7146 |
302
- | 0.3903 | 10.04 | 502 | 0.5077 | 0.5217 | 0.5077 | 0.7125 |
303
- | 0.3903 | 10.08 | 504 | 0.5159 | 0.5647 | 0.5159 | 0.7182 |
304
- | 0.3903 | 10.12 | 506 | 0.5111 | 0.4613 | 0.5111 | 0.7149 |
305
- | 0.3903 | 10.16 | 508 | 0.4971 | 0.5010 | 0.4971 | 0.7051 |
306
- | 0.3903 | 10.2 | 510 | 0.5194 | 0.5144 | 0.5194 | 0.7207 |
307
- | 0.3903 | 10.24 | 512 | 0.6029 | 0.4909 | 0.6029 | 0.7764 |
308
- | 0.3903 | 10.28 | 514 | 0.6566 | 0.4890 | 0.6566 | 0.8103 |
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k1_task8_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k1_task8_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: 0.8028
19
+ - Qwk: 0.3574
20
+ - Mse: 0.8028
21
+ - Rmse: 0.8960
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 | 2.7384 | -0.0626 | 2.7384 | 1.6548 |
53
+ | No log | 0.8 | 4 | 2.2079 | 0.0432 | 2.2079 | 1.4859 |
54
+ | No log | 1.2 | 6 | 0.8382 | -0.0234 | 0.8382 | 0.9155 |
55
+ | No log | 1.6 | 8 | 0.6967 | 0.0750 | 0.6967 | 0.8347 |
56
+ | No log | 2.0 | 10 | 0.7143 | 0.2481 | 0.7143 | 0.8452 |
57
+ | No log | 2.4 | 12 | 0.6361 | 0.3562 | 0.6361 | 0.7976 |
58
+ | No log | 2.8 | 14 | 0.6220 | 0.3690 | 0.6220 | 0.7887 |
59
+ | No log | 3.2 | 16 | 0.6678 | 0.1014 | 0.6678 | 0.8172 |
60
+ | No log | 3.6 | 18 | 0.7259 | 0.0236 | 0.7259 | 0.8520 |
61
+ | No log | 4.0 | 20 | 0.7120 | 0.0236 | 0.7120 | 0.8438 |
62
+ | No log | 4.4 | 22 | 0.6702 | 0.0647 | 0.6702 | 0.8187 |
63
+ | No log | 4.8 | 24 | 0.6448 | 0.1950 | 0.6448 | 0.8030 |
64
+ | No log | 5.2 | 26 | 0.6157 | 0.2498 | 0.6157 | 0.7847 |
65
+ | No log | 5.6 | 28 | 0.6134 | 0.0 | 0.6134 | 0.7832 |
66
+ | No log | 6.0 | 30 | 0.6034 | 0.0750 | 0.6034 | 0.7768 |
67
+ | No log | 6.4 | 32 | 0.6015 | 0.1542 | 0.6015 | 0.7756 |
68
+ | No log | 6.8 | 34 | 0.6067 | 0.1430 | 0.6067 | 0.7789 |
69
+ | No log | 7.2 | 36 | 0.6278 | 0.1830 | 0.6278 | 0.7923 |
70
+ | No log | 7.6 | 38 | 0.6540 | 0.1644 | 0.6540 | 0.8087 |
71
+ | No log | 8.0 | 40 | 0.6469 | 0.2318 | 0.6469 | 0.8043 |
72
+ | No log | 8.4 | 42 | 0.6158 | 0.2641 | 0.6158 | 0.7848 |
73
+ | No log | 8.8 | 44 | 0.5949 | 0.4728 | 0.5949 | 0.7713 |
74
+ | No log | 9.2 | 46 | 0.5970 | 0.4402 | 0.5970 | 0.7727 |
75
+ | No log | 9.6 | 48 | 0.5837 | 0.4859 | 0.5837 | 0.7640 |
76
+ | No log | 10.0 | 50 | 0.5997 | 0.4314 | 0.5997 | 0.7744 |
77
+ | No log | 10.4 | 52 | 0.5992 | 0.4449 | 0.5992 | 0.7741 |
78
+ | No log | 10.8 | 54 | 0.6380 | 0.3763 | 0.6380 | 0.7988 |
79
+ | No log | 11.2 | 56 | 0.7728 | 0.2886 | 0.7728 | 0.8791 |
80
+ | No log | 11.6 | 58 | 0.8680 | 0.1886 | 0.8680 | 0.9316 |
81
+ | No log | 12.0 | 60 | 0.7542 | 0.3451 | 0.7542 | 0.8685 |
82
+ | No log | 12.4 | 62 | 0.6916 | 0.3661 | 0.6916 | 0.8316 |
83
+ | No log | 12.8 | 64 | 0.7524 | 0.4350 | 0.7524 | 0.8674 |
84
+ | No log | 13.2 | 66 | 0.7225 | 0.4493 | 0.7225 | 0.8500 |
85
+ | No log | 13.6 | 68 | 0.6810 | 0.4167 | 0.6810 | 0.8252 |
86
+ | No log | 14.0 | 70 | 0.6803 | 0.3840 | 0.6803 | 0.8248 |
87
+ | No log | 14.4 | 72 | 0.7010 | 0.3972 | 0.7010 | 0.8372 |
88
+ | No log | 14.8 | 74 | 0.6966 | 0.3253 | 0.6966 | 0.8346 |
89
+ | No log | 15.2 | 76 | 0.6828 | 0.4132 | 0.6828 | 0.8263 |
90
+ | No log | 15.6 | 78 | 0.6851 | 0.3849 | 0.6851 | 0.8277 |
91
+ | No log | 16.0 | 80 | 0.6722 | 0.3553 | 0.6722 | 0.8199 |
92
+ | No log | 16.4 | 82 | 0.6705 | 0.2480 | 0.6705 | 0.8188 |
93
+ | No log | 16.8 | 84 | 0.7143 | 0.3115 | 0.7143 | 0.8452 |
94
+ | No log | 17.2 | 86 | 0.6808 | 0.2975 | 0.6808 | 0.8251 |
95
+ | No log | 17.6 | 88 | 0.6240 | 0.3704 | 0.6240 | 0.7899 |
96
+ | No log | 18.0 | 90 | 0.6234 | 0.3585 | 0.6234 | 0.7895 |
97
+ | No log | 18.4 | 92 | 0.6919 | 0.3399 | 0.6919 | 0.8318 |
98
+ | No log | 18.8 | 94 | 0.9206 | 0.3779 | 0.9206 | 0.9595 |
99
+ | No log | 19.2 | 96 | 1.0173 | 0.3775 | 1.0173 | 1.0086 |
100
+ | No log | 19.6 | 98 | 0.8991 | 0.4140 | 0.8991 | 0.9482 |
101
+ | No log | 20.0 | 100 | 0.7816 | 0.3817 | 0.7816 | 0.8841 |
102
+ | No log | 20.4 | 102 | 0.7226 | 0.3887 | 0.7226 | 0.8501 |
103
+ | No log | 20.8 | 104 | 0.7370 | 0.4451 | 0.7370 | 0.8585 |
104
+ | No log | 21.2 | 106 | 0.6996 | 0.4052 | 0.6996 | 0.8364 |
105
+ | No log | 21.6 | 108 | 0.6547 | 0.4126 | 0.6547 | 0.8091 |
106
+ | No log | 22.0 | 110 | 0.6714 | 0.4147 | 0.6714 | 0.8194 |
107
+ | No log | 22.4 | 112 | 0.7622 | 0.4328 | 0.7622 | 0.8730 |
108
+ | No log | 22.8 | 114 | 0.8344 | 0.4205 | 0.8344 | 0.9135 |
109
+ | No log | 23.2 | 116 | 0.7719 | 0.4389 | 0.7719 | 0.8786 |
110
+ | No log | 23.6 | 118 | 0.6971 | 0.4402 | 0.6971 | 0.8349 |
111
+ | No log | 24.0 | 120 | 0.6877 | 0.4402 | 0.6877 | 0.8293 |
112
+ | No log | 24.4 | 122 | 0.7600 | 0.4093 | 0.7600 | 0.8718 |
113
+ | No log | 24.8 | 124 | 0.8304 | 0.4432 | 0.8304 | 0.9113 |
114
+ | No log | 25.2 | 126 | 0.8100 | 0.4261 | 0.8100 | 0.9000 |
115
+ | No log | 25.6 | 128 | 0.7086 | 0.4328 | 0.7086 | 0.8418 |
116
+ | No log | 26.0 | 130 | 0.6502 | 0.4375 | 0.6502 | 0.8064 |
117
+ | No log | 26.4 | 132 | 0.6388 | 0.4161 | 0.6388 | 0.7992 |
118
+ | No log | 26.8 | 134 | 0.6906 | 0.4350 | 0.6906 | 0.8310 |
119
+ | No log | 27.2 | 136 | 0.7110 | 0.3968 | 0.7110 | 0.8432 |
120
+ | No log | 27.6 | 138 | 0.7100 | 0.3968 | 0.7100 | 0.8426 |
121
+ | No log | 28.0 | 140 | 0.6444 | 0.3840 | 0.6444 | 0.8028 |
122
+ | No log | 28.4 | 142 | 0.6285 | 0.4161 | 0.6285 | 0.7928 |
123
+ | No log | 28.8 | 144 | 0.6776 | 0.4052 | 0.6776 | 0.8232 |
124
+ | No log | 29.2 | 146 | 0.7381 | 0.4328 | 0.7381 | 0.8591 |
125
+ | No log | 29.6 | 148 | 0.7115 | 0.4451 | 0.7115 | 0.8435 |
126
+ | No log | 30.0 | 150 | 0.6635 | 0.3780 | 0.6635 | 0.8146 |
127
+ | No log | 30.4 | 152 | 0.7103 | 0.4451 | 0.7103 | 0.8428 |
128
+ | No log | 30.8 | 154 | 0.7548 | 0.4493 | 0.7548 | 0.8688 |
129
+ | No log | 31.2 | 156 | 0.7584 | 0.4587 | 0.7584 | 0.8709 |
130
+ | No log | 31.6 | 158 | 0.7039 | 0.4660 | 0.7039 | 0.8390 |
131
+ | No log | 32.0 | 160 | 0.6906 | 0.4253 | 0.6906 | 0.8310 |
132
+ | No log | 32.4 | 162 | 0.6817 | 0.4217 | 0.6817 | 0.8256 |
133
+ | No log | 32.8 | 164 | 0.7035 | 0.4218 | 0.7035 | 0.8387 |
134
+ | No log | 33.2 | 166 | 0.7616 | 0.4261 | 0.7616 | 0.8727 |
135
+ | No log | 33.6 | 168 | 0.7671 | 0.4261 | 0.7671 | 0.8758 |
136
+ | No log | 34.0 | 170 | 0.8001 | 0.4018 | 0.8001 | 0.8945 |
137
+ | No log | 34.4 | 172 | 0.8273 | 0.3344 | 0.8273 | 0.9096 |
138
+ | No log | 34.8 | 174 | 0.7988 | 0.3243 | 0.7988 | 0.8938 |
139
+ | No log | 35.2 | 176 | 0.7820 | 0.3574 | 0.7820 | 0.8843 |
140
+ | No log | 35.6 | 178 | 0.7952 | 0.3574 | 0.7952 | 0.8917 |
141
+ | No log | 36.0 | 180 | 0.8471 | 0.3271 | 0.8471 | 0.9204 |
142
+ | No log | 36.4 | 182 | 0.8404 | 0.3271 | 0.8404 | 0.9167 |
143
+ | No log | 36.8 | 184 | 0.7654 | 0.4051 | 0.7654 | 0.8748 |
144
+ | No log | 37.2 | 186 | 0.7326 | 0.4142 | 0.7326 | 0.8559 |
145
+ | No log | 37.6 | 188 | 0.7587 | 0.4018 | 0.7587 | 0.8710 |
146
+ | No log | 38.0 | 190 | 0.7916 | 0.3753 | 0.7916 | 0.8897 |
147
+ | No log | 38.4 | 192 | 0.8318 | 0.3451 | 0.8318 | 0.9120 |
148
+ | No log | 38.8 | 194 | 0.7966 | 0.3962 | 0.7966 | 0.8925 |
149
+ | No log | 39.2 | 196 | 0.8254 | 0.3506 | 0.8254 | 0.9085 |
150
+ | No log | 39.6 | 198 | 0.8255 | 0.3506 | 0.8255 | 0.9086 |
151
+ | No log | 40.0 | 200 | 0.9013 | 0.3779 | 0.9013 | 0.9493 |
152
+ | No log | 40.4 | 202 | 0.9652 | 0.3807 | 0.9652 | 0.9824 |
153
+ | No log | 40.8 | 204 | 0.8917 | 0.3676 | 0.8917 | 0.9443 |
154
+ | No log | 41.2 | 206 | 0.7486 | 0.4218 | 0.7486 | 0.8652 |
155
+ | No log | 41.6 | 208 | 0.6823 | 0.4253 | 0.6823 | 0.8260 |
156
+ | No log | 42.0 | 210 | 0.6557 | 0.3933 | 0.6557 | 0.8097 |
157
+ | No log | 42.4 | 212 | 0.6600 | 0.3933 | 0.6600 | 0.8124 |
158
+ | No log | 42.8 | 214 | 0.6489 | 0.3599 | 0.6489 | 0.8055 |
159
+ | No log | 43.2 | 216 | 0.6617 | 0.4161 | 0.6617 | 0.8134 |
160
+ | No log | 43.6 | 218 | 0.7421 | 0.2790 | 0.7421 | 0.8614 |
161
+ | No log | 44.0 | 220 | 0.7990 | 0.3202 | 0.7990 | 0.8939 |
162
+ | No log | 44.4 | 222 | 0.7890 | 0.3202 | 0.7890 | 0.8882 |
163
+ | No log | 44.8 | 224 | 0.7393 | 0.2725 | 0.7393 | 0.8598 |
164
+ | No log | 45.2 | 226 | 0.6836 | 0.3836 | 0.6836 | 0.8268 |
165
+ | No log | 45.6 | 228 | 0.6716 | 0.3808 | 0.6716 | 0.8195 |
166
+ | No log | 46.0 | 230 | 0.6836 | 0.4126 | 0.6836 | 0.8268 |
167
+ | No log | 46.4 | 232 | 0.7279 | 0.3713 | 0.7279 | 0.8532 |
168
+ | No log | 46.8 | 234 | 0.8244 | 0.3109 | 0.8244 | 0.9079 |
169
+ | No log | 47.2 | 236 | 1.0042 | 0.3513 | 1.0042 | 1.0021 |
170
+ | No log | 47.6 | 238 | 1.1849 | 0.3308 | 1.1849 | 1.0885 |
171
+ | No log | 48.0 | 240 | 1.2319 | 0.3457 | 1.2319 | 1.1099 |
172
+ | No log | 48.4 | 242 | 1.1411 | 0.3287 | 1.1411 | 1.0682 |
173
+ | No log | 48.8 | 244 | 0.9720 | 0.3456 | 0.9720 | 0.9859 |
174
+ | No log | 49.2 | 246 | 0.8012 | 0.3873 | 0.8012 | 0.8951 |
175
+ | No log | 49.6 | 248 | 0.7048 | 0.3846 | 0.7048 | 0.8395 |
176
+ | No log | 50.0 | 250 | 0.6793 | 0.3425 | 0.6793 | 0.8242 |
177
+ | No log | 50.4 | 252 | 0.6950 | 0.3558 | 0.6950 | 0.8337 |
178
+ | No log | 50.8 | 254 | 0.7471 | 0.3685 | 0.7471 | 0.8644 |
179
+ | No log | 51.2 | 256 | 0.8147 | 0.3594 | 0.8147 | 0.9026 |
180
+ | No log | 51.6 | 258 | 0.8774 | 0.3733 | 0.8774 | 0.9367 |
181
+ | No log | 52.0 | 260 | 0.8907 | 0.3733 | 0.8907 | 0.9438 |
182
+ | No log | 52.4 | 262 | 0.8483 | 0.3440 | 0.8483 | 0.9210 |
183
+ | No log | 52.8 | 264 | 0.8447 | 0.3440 | 0.8447 | 0.9191 |
184
+ | No log | 53.2 | 266 | 0.8219 | 0.3331 | 0.8219 | 0.9066 |
185
+ | No log | 53.6 | 268 | 0.7636 | 0.3594 | 0.7636 | 0.8738 |
186
+ | No log | 54.0 | 270 | 0.7006 | 0.3651 | 0.7006 | 0.8370 |
187
+ | No log | 54.4 | 272 | 0.6818 | 0.3302 | 0.6818 | 0.8257 |
188
+ | No log | 54.8 | 274 | 0.6893 | 0.3207 | 0.6893 | 0.8302 |
189
+ | No log | 55.2 | 276 | 0.7084 | 0.3651 | 0.7084 | 0.8417 |
190
+ | No log | 55.6 | 278 | 0.7490 | 0.3466 | 0.7490 | 0.8655 |
191
+ | No log | 56.0 | 280 | 0.7810 | 0.3466 | 0.7810 | 0.8838 |
192
+ | No log | 56.4 | 282 | 0.8200 | 0.3466 | 0.8200 | 0.9055 |
193
+ | No log | 56.8 | 284 | 0.8566 | 0.3145 | 0.8566 | 0.9255 |
194
+ | No log | 57.2 | 286 | 0.8916 | 0.3733 | 0.8916 | 0.9442 |
195
+ | No log | 57.6 | 288 | 0.9139 | 0.3899 | 0.9139 | 0.9560 |
196
+ | No log | 58.0 | 290 | 0.8703 | 0.3694 | 0.8703 | 0.9329 |
197
+ | No log | 58.4 | 292 | 0.7734 | 0.3663 | 0.7734 | 0.8794 |
198
+ | No log | 58.8 | 294 | 0.7058 | 0.4315 | 0.7058 | 0.8401 |
199
+ | No log | 59.2 | 296 | 0.6901 | 0.4147 | 0.6901 | 0.8307 |
200
+ | No log | 59.6 | 298 | 0.7024 | 0.4147 | 0.7024 | 0.8381 |
201
+ | No log | 60.0 | 300 | 0.7199 | 0.3817 | 0.7199 | 0.8485 |
202
+ | No log | 60.4 | 302 | 0.7495 | 0.4123 | 0.7495 | 0.8658 |
203
+ | No log | 60.8 | 304 | 0.7950 | 0.3938 | 0.7950 | 0.8916 |
204
+ | No log | 61.2 | 306 | 0.8456 | 0.3988 | 0.8456 | 0.9196 |
205
+ | No log | 61.6 | 308 | 0.8443 | 0.3988 | 0.8443 | 0.9188 |
206
+ | No log | 62.0 | 310 | 0.7958 | 0.3783 | 0.7958 | 0.8921 |
207
+ | No log | 62.4 | 312 | 0.7362 | 0.3243 | 0.7362 | 0.8580 |
208
+ | No log | 62.8 | 314 | 0.7054 | 0.3942 | 0.7054 | 0.8399 |
209
+ | No log | 63.2 | 316 | 0.6847 | 0.4044 | 0.6847 | 0.8275 |
210
+ | No log | 63.6 | 318 | 0.6981 | 0.3942 | 0.6981 | 0.8355 |
211
+ | No log | 64.0 | 320 | 0.7406 | 0.3723 | 0.7406 | 0.8606 |
212
+ | No log | 64.4 | 322 | 0.8114 | 0.3938 | 0.8114 | 0.9008 |
213
+ | No log | 64.8 | 324 | 0.8484 | 0.3783 | 0.8484 | 0.9211 |
214
+ | No log | 65.2 | 326 | 0.8344 | 0.3574 | 0.8344 | 0.9134 |
215
+ | No log | 65.6 | 328 | 0.7937 | 0.3938 | 0.7937 | 0.8909 |
216
+ | No log | 66.0 | 330 | 0.7645 | 0.3938 | 0.7645 | 0.8744 |
217
+ | No log | 66.4 | 332 | 0.7133 | 0.4350 | 0.7133 | 0.8446 |
218
+ | No log | 66.8 | 334 | 0.6935 | 0.4044 | 0.6935 | 0.8328 |
219
+ | No log | 67.2 | 336 | 0.6986 | 0.4044 | 0.6986 | 0.8358 |
220
+ | No log | 67.6 | 338 | 0.7359 | 0.4123 | 0.7359 | 0.8579 |
221
+ | No log | 68.0 | 340 | 0.7930 | 0.3938 | 0.7930 | 0.8905 |
222
+ | No log | 68.4 | 342 | 0.8265 | 0.4051 | 0.8265 | 0.9091 |
223
+ | No log | 68.8 | 344 | 0.8264 | 0.4051 | 0.8264 | 0.9091 |
224
+ | No log | 69.2 | 346 | 0.7965 | 0.3849 | 0.7965 | 0.8925 |
225
+ | No log | 69.6 | 348 | 0.7457 | 0.4030 | 0.7457 | 0.8636 |
226
+ | No log | 70.0 | 350 | 0.7224 | 0.3723 | 0.7224 | 0.8499 |
227
+ | No log | 70.4 | 352 | 0.7119 | 0.3817 | 0.7119 | 0.8437 |
228
+ | No log | 70.8 | 354 | 0.7300 | 0.3723 | 0.7300 | 0.8544 |
229
+ | No log | 71.2 | 356 | 0.7590 | 0.3938 | 0.7590 | 0.8712 |
230
+ | No log | 71.6 | 358 | 0.7775 | 0.3938 | 0.7775 | 0.8818 |
231
+ | No log | 72.0 | 360 | 0.7868 | 0.3938 | 0.7868 | 0.8870 |
232
+ | No log | 72.4 | 362 | 0.7930 | 0.3938 | 0.7930 | 0.8905 |
233
+ | No log | 72.8 | 364 | 0.7720 | 0.4030 | 0.7720 | 0.8786 |
234
+ | No log | 73.2 | 366 | 0.7403 | 0.3630 | 0.7403 | 0.8604 |
235
+ | No log | 73.6 | 368 | 0.7193 | 0.4044 | 0.7193 | 0.8481 |
236
+ | No log | 74.0 | 370 | 0.7305 | 0.4044 | 0.7305 | 0.8547 |
237
+ | No log | 74.4 | 372 | 0.7758 | 0.4030 | 0.7758 | 0.8808 |
238
+ | No log | 74.8 | 374 | 0.8169 | 0.4142 | 0.8169 | 0.9038 |
239
+ | No log | 75.2 | 376 | 0.8530 | 0.4051 | 0.8530 | 0.9236 |
240
+ | No log | 75.6 | 378 | 0.8541 | 0.4051 | 0.8541 | 0.9242 |
241
+ | No log | 76.0 | 380 | 0.8427 | 0.4051 | 0.8427 | 0.9180 |
242
+ | No log | 76.4 | 382 | 0.7999 | 0.3938 | 0.7999 | 0.8944 |
243
+ | No log | 76.8 | 384 | 0.7668 | 0.4123 | 0.7668 | 0.8757 |
244
+ | No log | 77.2 | 386 | 0.7323 | 0.3914 | 0.7323 | 0.8557 |
245
+ | No log | 77.6 | 388 | 0.7260 | 0.3914 | 0.7260 | 0.8520 |
246
+ | No log | 78.0 | 390 | 0.7257 | 0.3914 | 0.7257 | 0.8519 |
247
+ | No log | 78.4 | 392 | 0.7397 | 0.3914 | 0.7397 | 0.8600 |
248
+ | No log | 78.8 | 394 | 0.7692 | 0.3817 | 0.7692 | 0.8770 |
249
+ | No log | 79.2 | 396 | 0.7892 | 0.3754 | 0.7892 | 0.8884 |
250
+ | No log | 79.6 | 398 | 0.7908 | 0.3630 | 0.7908 | 0.8893 |
251
+ | No log | 80.0 | 400 | 0.7699 | 0.3723 | 0.7699 | 0.8774 |
252
+ | No log | 80.4 | 402 | 0.7360 | 0.4147 | 0.7360 | 0.8579 |
253
+ | No log | 80.8 | 404 | 0.7189 | 0.4147 | 0.7189 | 0.8479 |
254
+ | No log | 81.2 | 406 | 0.7176 | 0.4147 | 0.7176 | 0.8471 |
255
+ | No log | 81.6 | 408 | 0.7279 | 0.4147 | 0.7279 | 0.8532 |
256
+ | No log | 82.0 | 410 | 0.7477 | 0.3942 | 0.7477 | 0.8647 |
257
+ | No log | 82.4 | 412 | 0.7713 | 0.3333 | 0.7713 | 0.8782 |
258
+ | No log | 82.8 | 414 | 0.8043 | 0.3155 | 0.8043 | 0.8968 |
259
+ | No log | 83.2 | 416 | 0.8194 | 0.3574 | 0.8194 | 0.9052 |
260
+ | No log | 83.6 | 418 | 0.8203 | 0.3754 | 0.8203 | 0.9057 |
261
+ | No log | 84.0 | 420 | 0.8043 | 0.3846 | 0.8043 | 0.8968 |
262
+ | No log | 84.4 | 422 | 0.7749 | 0.3817 | 0.7749 | 0.8803 |
263
+ | No log | 84.8 | 424 | 0.7572 | 0.4147 | 0.7572 | 0.8702 |
264
+ | No log | 85.2 | 426 | 0.7565 | 0.4147 | 0.7565 | 0.8697 |
265
+ | No log | 85.6 | 428 | 0.7634 | 0.4147 | 0.7634 | 0.8737 |
266
+ | No log | 86.0 | 430 | 0.7759 | 0.3846 | 0.7759 | 0.8808 |
267
+ | No log | 86.4 | 432 | 0.7887 | 0.3938 | 0.7887 | 0.8881 |
268
+ | No log | 86.8 | 434 | 0.7947 | 0.3938 | 0.7947 | 0.8914 |
269
+ | No log | 87.2 | 436 | 0.7870 | 0.3846 | 0.7870 | 0.8871 |
270
+ | No log | 87.6 | 438 | 0.7763 | 0.4067 | 0.7763 | 0.8811 |
271
+ | No log | 88.0 | 440 | 0.7723 | 0.3637 | 0.7723 | 0.8788 |
272
+ | No log | 88.4 | 442 | 0.7713 | 0.3539 | 0.7713 | 0.8782 |
273
+ | No log | 88.8 | 444 | 0.7807 | 0.3539 | 0.7807 | 0.8836 |
274
+ | No log | 89.2 | 446 | 0.8004 | 0.3873 | 0.8004 | 0.8947 |
275
+ | No log | 89.6 | 448 | 0.8179 | 0.3783 | 0.8179 | 0.9044 |
276
+ | No log | 90.0 | 450 | 0.8214 | 0.3783 | 0.8214 | 0.9063 |
277
+ | No log | 90.4 | 452 | 0.8124 | 0.3783 | 0.8124 | 0.9013 |
278
+ | No log | 90.8 | 454 | 0.8050 | 0.3873 | 0.8050 | 0.8972 |
279
+ | No log | 91.2 | 456 | 0.7909 | 0.3770 | 0.7909 | 0.8893 |
280
+ | No log | 91.6 | 458 | 0.7760 | 0.3539 | 0.7760 | 0.8809 |
281
+ | No log | 92.0 | 460 | 0.7671 | 0.3539 | 0.7671 | 0.8758 |
282
+ | No log | 92.4 | 462 | 0.7666 | 0.3637 | 0.7666 | 0.8755 |
283
+ | No log | 92.8 | 464 | 0.7672 | 0.3637 | 0.7672 | 0.8759 |
284
+ | No log | 93.2 | 466 | 0.7713 | 0.3539 | 0.7713 | 0.8782 |
285
+ | No log | 93.6 | 468 | 0.7803 | 0.3443 | 0.7803 | 0.8833 |
286
+ | No log | 94.0 | 470 | 0.7884 | 0.3243 | 0.7884 | 0.8879 |
287
+ | No log | 94.4 | 472 | 0.7929 | 0.3574 | 0.7929 | 0.8904 |
288
+ | No log | 94.8 | 474 | 0.7924 | 0.3574 | 0.7924 | 0.8902 |
289
+ | No log | 95.2 | 476 | 0.7891 | 0.3574 | 0.7891 | 0.8883 |
290
+ | No log | 95.6 | 478 | 0.7872 | 0.3663 | 0.7872 | 0.8872 |
291
+ | No log | 96.0 | 480 | 0.7873 | 0.3663 | 0.7873 | 0.8873 |
292
+ | No log | 96.4 | 482 | 0.7894 | 0.3754 | 0.7894 | 0.8885 |
293
+ | No log | 96.8 | 484 | 0.7885 | 0.3754 | 0.7885 | 0.8880 |
294
+ | No log | 97.2 | 486 | 0.7905 | 0.3754 | 0.7905 | 0.8891 |
295
+ | No log | 97.6 | 488 | 0.7942 | 0.3754 | 0.7942 | 0.8912 |
296
+ | No log | 98.0 | 490 | 0.7975 | 0.3663 | 0.7975 | 0.8930 |
297
+ | No log | 98.4 | 492 | 0.7996 | 0.3663 | 0.7996 | 0.8942 |
298
+ | No log | 98.8 | 494 | 0.8012 | 0.3574 | 0.8012 | 0.8951 |
299
+ | No log | 99.2 | 496 | 0.8026 | 0.3574 | 0.8026 | 0.8959 |
300
+ | No log | 99.6 | 498 | 0.8027 | 0.3574 | 0.8027 | 0.8959 |
301
+ | 0.2205 | 100.0 | 500 | 0.8028 | 0.3574 | 0.8028 | 0.8960 |
 
 
 
 
 
 
 
302
 
303
 
304
  ### Framework versions