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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task5_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: 0.9638
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- - Qwk: 0.3842
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- - Mse: 0.9638
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- - Rmse: 0.9817
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  ## Model description
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@@ -49,280 +49,311 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0233 | 2 | 4.0718 | 0.0078 | 4.0718 | 2.0179 |
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- | No log | 0.0465 | 4 | 2.3721 | 0.0364 | 2.3721 | 1.5402 |
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- | No log | 0.0698 | 6 | 2.1812 | -0.0264 | 2.1812 | 1.4769 |
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- | No log | 0.0930 | 8 | 1.8530 | 0.0169 | 1.8530 | 1.3612 |
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- | No log | 0.1163 | 10 | 1.1344 | 0.1810 | 1.1344 | 1.0651 |
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- | No log | 0.1395 | 12 | 1.1030 | 0.0824 | 1.1030 | 1.0502 |
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- | No log | 0.1628 | 14 | 1.0936 | 0.1292 | 1.0936 | 1.0458 |
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- | No log | 0.1860 | 16 | 1.0885 | 0.2265 | 1.0885 | 1.0433 |
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- | No log | 0.2093 | 18 | 1.0595 | 0.2643 | 1.0595 | 1.0293 |
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- | No log | 0.2326 | 20 | 1.0418 | 0.2340 | 1.0418 | 1.0207 |
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- | No log | 0.2558 | 22 | 1.0366 | 0.2341 | 1.0366 | 1.0182 |
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- | No log | 0.2791 | 24 | 0.9843 | 0.2591 | 0.9843 | 0.9921 |
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- | No log | 0.3023 | 26 | 0.9590 | 0.2897 | 0.9590 | 0.9793 |
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- | No log | 0.3256 | 28 | 1.0263 | 0.2897 | 1.0263 | 1.0131 |
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- | No log | 0.3488 | 30 | 1.0029 | 0.2061 | 1.0029 | 1.0015 |
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- | No log | 0.3721 | 32 | 0.9408 | 0.2517 | 0.9408 | 0.9700 |
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- | No log | 0.3953 | 34 | 0.8954 | 0.3562 | 0.8954 | 0.9463 |
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- | No log | 0.4186 | 36 | 0.9328 | 0.3251 | 0.9328 | 0.9658 |
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- | No log | 0.4419 | 38 | 0.9135 | 0.3688 | 0.9135 | 0.9558 |
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- | No log | 0.4651 | 40 | 0.9366 | 0.2594 | 0.9366 | 0.9678 |
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- | No log | 0.4884 | 42 | 1.0128 | 0.1294 | 1.0128 | 1.0064 |
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- | No log | 0.5116 | 44 | 1.0515 | 0.2308 | 1.0515 | 1.0254 |
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- | No log | 0.5349 | 46 | 1.0618 | 0.2614 | 1.0618 | 1.0304 |
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- | No log | 0.5581 | 48 | 0.9984 | 0.1446 | 0.9984 | 0.9992 |
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- | No log | 0.5814 | 50 | 0.9678 | 0.1351 | 0.9678 | 0.9838 |
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- | No log | 0.6047 | 52 | 0.9169 | 0.2988 | 0.9169 | 0.9575 |
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- | No log | 0.6279 | 54 | 0.9111 | 0.2865 | 0.9111 | 0.9545 |
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- | No log | 0.6512 | 56 | 0.9330 | 0.3112 | 0.9330 | 0.9659 |
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- | No log | 0.6744 | 58 | 0.9274 | 0.2965 | 0.9274 | 0.9630 |
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- | No log | 0.6977 | 60 | 0.8976 | 0.3129 | 0.8976 | 0.9474 |
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- | No log | 0.7209 | 62 | 0.9183 | 0.2842 | 0.9183 | 0.9583 |
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- | No log | 0.7442 | 64 | 0.9795 | 0.2471 | 0.9795 | 0.9897 |
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- | No log | 0.7674 | 66 | 0.9277 | 0.2464 | 0.9277 | 0.9632 |
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- | No log | 0.7907 | 68 | 0.8683 | 0.3960 | 0.8683 | 0.9318 |
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- | No log | 0.8140 | 70 | 0.8759 | 0.3702 | 0.8759 | 0.9359 |
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- | No log | 0.8372 | 72 | 0.8684 | 0.3454 | 0.8684 | 0.9319 |
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- | No log | 0.8605 | 74 | 0.9098 | 0.2610 | 0.9098 | 0.9538 |
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- | No log | 0.8837 | 76 | 0.9629 | 0.3135 | 0.9629 | 0.9813 |
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- | No log | 0.9070 | 78 | 0.9849 | 0.3322 | 0.9849 | 0.9924 |
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- | No log | 0.9302 | 80 | 1.0327 | 0.2572 | 1.0327 | 1.0162 |
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- | No log | 0.9535 | 82 | 1.0599 | 0.2927 | 1.0599 | 1.0295 |
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- | No log | 0.9767 | 84 | 1.1585 | 0.2062 | 1.1585 | 1.0763 |
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- | No log | 1.0 | 86 | 1.4086 | 0.1428 | 1.4086 | 1.1868 |
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- | No log | 1.0233 | 88 | 1.5834 | 0.1807 | 1.5834 | 1.2583 |
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- | No log | 1.0465 | 90 | 1.5046 | 0.2170 | 1.5046 | 1.2266 |
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- | No log | 1.0698 | 92 | 1.2335 | 0.1202 | 1.2335 | 1.1106 |
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- | No log | 1.0930 | 94 | 1.0240 | 0.1167 | 1.0240 | 1.0119 |
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- | No log | 1.1163 | 96 | 0.9339 | 0.3382 | 0.9339 | 0.9664 |
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- | No log | 1.1395 | 98 | 0.9083 | 0.3044 | 0.9083 | 0.9530 |
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- | No log | 1.1628 | 100 | 0.9985 | 0.1952 | 0.9985 | 0.9993 |
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- | No log | 1.1860 | 102 | 1.1281 | 0.2206 | 1.1281 | 1.0621 |
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- | No log | 1.2093 | 104 | 1.1760 | 0.2598 | 1.1760 | 1.0844 |
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- | No log | 1.2326 | 106 | 1.1219 | 0.2793 | 1.1219 | 1.0592 |
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- | No log | 1.2558 | 108 | 1.2213 | 0.2120 | 1.2213 | 1.1051 |
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- | No log | 1.2791 | 110 | 1.3553 | 0.1792 | 1.3553 | 1.1642 |
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- | No log | 1.3023 | 112 | 1.3231 | 0.0813 | 1.3231 | 1.1503 |
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- | No log | 1.3256 | 114 | 1.3236 | 0.0370 | 1.3236 | 1.1505 |
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- | No log | 1.3488 | 116 | 1.3320 | 0.1168 | 1.3320 | 1.1541 |
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- | No log | 1.3721 | 118 | 1.3199 | 0.1268 | 1.3199 | 1.1489 |
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- | No log | 1.3953 | 120 | 1.1660 | 0.1727 | 1.1660 | 1.0798 |
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- | No log | 1.4186 | 122 | 1.0757 | 0.1725 | 1.0757 | 1.0372 |
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- | No log | 1.4419 | 124 | 1.0148 | 0.2636 | 1.0148 | 1.0074 |
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- | No log | 1.4651 | 126 | 0.9555 | 0.3024 | 0.9555 | 0.9775 |
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- | No log | 1.4884 | 128 | 0.9189 | 0.3454 | 0.9189 | 0.9586 |
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- | No log | 1.5116 | 130 | 0.9522 | 0.3278 | 0.9522 | 0.9758 |
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- | No log | 1.5349 | 132 | 1.2404 | 0.2958 | 1.2404 | 1.1137 |
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- | No log | 1.5581 | 134 | 1.4058 | 0.2296 | 1.4058 | 1.1857 |
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- | No log | 1.5814 | 136 | 1.2700 | 0.2958 | 1.2700 | 1.1269 |
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- | No log | 1.6047 | 138 | 0.9554 | 0.3558 | 0.9554 | 0.9775 |
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- | No log | 1.6279 | 140 | 0.8713 | 0.3488 | 0.8713 | 0.9334 |
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- | No log | 1.6512 | 142 | 0.8261 | 0.3776 | 0.8261 | 0.9089 |
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- | No log | 1.6744 | 144 | 0.7988 | 0.5698 | 0.7988 | 0.8938 |
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- | No log | 1.6977 | 146 | 1.0439 | 0.3310 | 1.0439 | 1.0217 |
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- | No log | 1.7209 | 148 | 1.1611 | 0.3008 | 1.1611 | 1.0775 |
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- | No log | 1.7442 | 150 | 1.0298 | 0.3469 | 1.0298 | 1.0148 |
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- | No log | 1.7674 | 152 | 0.8266 | 0.4586 | 0.8266 | 0.9092 |
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- | No log | 1.7907 | 154 | 0.7710 | 0.5070 | 0.7710 | 0.8781 |
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- | No log | 1.8140 | 156 | 0.8507 | 0.5160 | 0.8507 | 0.9223 |
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- | No log | 1.8372 | 158 | 1.1247 | 0.3163 | 1.1247 | 1.0605 |
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- | No log | 1.8605 | 160 | 1.6032 | 0.2986 | 1.6032 | 1.2662 |
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- | No log | 1.8837 | 162 | 1.7421 | 0.3025 | 1.7421 | 1.3199 |
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- | No log | 1.9070 | 164 | 1.6031 | 0.3215 | 1.6031 | 1.2661 |
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- | No log | 1.9302 | 166 | 1.2108 | 0.2906 | 1.2108 | 1.1004 |
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- | No log | 1.9535 | 168 | 0.9824 | 0.3614 | 0.9824 | 0.9911 |
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- | No log | 1.9767 | 170 | 0.8941 | 0.3806 | 0.8941 | 0.9455 |
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- | No log | 2.0 | 172 | 0.9259 | 0.3717 | 0.9259 | 0.9622 |
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- | No log | 2.0233 | 174 | 0.9353 | 0.3985 | 0.9353 | 0.9671 |
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- | No log | 2.0465 | 176 | 1.0685 | 0.3139 | 1.0685 | 1.0337 |
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- | No log | 2.0698 | 178 | 1.2417 | 0.2223 | 1.2417 | 1.1143 |
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- | No log | 2.0930 | 180 | 1.1134 | 0.3139 | 1.1134 | 1.0552 |
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- | No log | 2.1163 | 182 | 0.9233 | 0.4926 | 0.9233 | 0.9609 |
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- | No log | 2.1395 | 184 | 0.8763 | 0.5292 | 0.8763 | 0.9361 |
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- | No log | 2.1628 | 186 | 0.8169 | 0.5676 | 0.8169 | 0.9038 |
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- | No log | 2.1860 | 188 | 0.8141 | 0.5107 | 0.8141 | 0.9023 |
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- | No log | 2.2093 | 190 | 0.8972 | 0.5279 | 0.8972 | 0.9472 |
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- | No log | 2.2326 | 192 | 1.0618 | 0.3370 | 1.0618 | 1.0305 |
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- | No log | 2.2558 | 194 | 1.1959 | 0.3238 | 1.1959 | 1.0936 |
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- | No log | 2.2791 | 196 | 1.1303 | 0.2827 | 1.1303 | 1.0632 |
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- | No log | 2.3023 | 198 | 0.9187 | 0.4169 | 0.9187 | 0.9585 |
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- | No log | 2.3256 | 200 | 0.8434 | 0.3979 | 0.8434 | 0.9184 |
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- | No log | 2.3488 | 202 | 0.8716 | 0.4180 | 0.8716 | 0.9336 |
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- | No log | 2.3721 | 204 | 0.8494 | 0.5073 | 0.8494 | 0.9216 |
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- | No log | 2.3953 | 206 | 0.8342 | 0.4610 | 0.8342 | 0.9133 |
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- | No log | 2.4186 | 208 | 0.8660 | 0.3939 | 0.8660 | 0.9306 |
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- | No log | 2.4419 | 210 | 0.8692 | 0.4068 | 0.8692 | 0.9323 |
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- | No log | 2.4651 | 212 | 0.8262 | 0.4843 | 0.8263 | 0.9090 |
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- | No log | 2.4884 | 214 | 0.8135 | 0.4843 | 0.8135 | 0.9019 |
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- | No log | 2.5116 | 216 | 0.9033 | 0.3778 | 0.9033 | 0.9504 |
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- | No log | 2.5349 | 218 | 0.9604 | 0.3913 | 0.9604 | 0.9800 |
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- | No log | 2.5581 | 220 | 0.9571 | 0.3913 | 0.9571 | 0.9783 |
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- | No log | 2.5814 | 222 | 0.8219 | 0.5599 | 0.8219 | 0.9066 |
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- | No log | 2.6047 | 224 | 0.8264 | 0.5517 | 0.8264 | 0.9091 |
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- | No log | 2.6279 | 226 | 0.9300 | 0.4613 | 0.9300 | 0.9644 |
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- | No log | 2.6512 | 228 | 0.9306 | 0.4815 | 0.9306 | 0.9647 |
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- | No log | 2.6744 | 230 | 0.8514 | 0.4321 | 0.8514 | 0.9227 |
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- | No log | 2.6977 | 232 | 0.9322 | 0.4341 | 0.9322 | 0.9655 |
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- | No log | 2.7209 | 234 | 0.9275 | 0.4091 | 0.9275 | 0.9631 |
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- | No log | 2.7442 | 236 | 0.9735 | 0.3619 | 0.9735 | 0.9867 |
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- | No log | 2.7674 | 238 | 1.0201 | 0.3928 | 1.0201 | 1.0100 |
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- | No log | 2.7907 | 240 | 1.0203 | 0.4252 | 1.0203 | 1.0101 |
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- | No log | 2.8140 | 242 | 0.9148 | 0.4820 | 0.9148 | 0.9565 |
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- | No log | 2.8372 | 244 | 0.9203 | 0.5224 | 0.9203 | 0.9593 |
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- | No log | 2.8605 | 246 | 0.9300 | 0.5012 | 0.9300 | 0.9644 |
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- | No log | 2.8837 | 248 | 0.8538 | 0.5305 | 0.8538 | 0.9240 |
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- | No log | 2.9070 | 250 | 0.9117 | 0.4787 | 0.9117 | 0.9548 |
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- | No log | 2.9302 | 252 | 0.9650 | 0.4787 | 0.9650 | 0.9823 |
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- | No log | 2.9535 | 254 | 0.8305 | 0.4709 | 0.8305 | 0.9113 |
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- | No log | 2.9767 | 256 | 0.7423 | 0.4995 | 0.7423 | 0.8616 |
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- | No log | 3.0 | 258 | 0.7403 | 0.5010 | 0.7403 | 0.8604 |
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- | No log | 3.0233 | 260 | 0.7647 | 0.5318 | 0.7647 | 0.8745 |
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- | No log | 3.0465 | 262 | 0.8210 | 0.4832 | 0.8210 | 0.9061 |
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- | No log | 3.0698 | 264 | 0.7865 | 0.4857 | 0.7865 | 0.8869 |
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- | No log | 3.0930 | 266 | 0.7486 | 0.5557 | 0.7486 | 0.8652 |
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- | No log | 3.1163 | 268 | 0.7375 | 0.5692 | 0.7375 | 0.8588 |
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- | No log | 3.1395 | 270 | 0.7678 | 0.5069 | 0.7678 | 0.8762 |
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- | No log | 3.1628 | 272 | 0.7692 | 0.5317 | 0.7692 | 0.8770 |
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- | No log | 3.1860 | 274 | 0.7783 | 0.4974 | 0.7783 | 0.8822 |
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- | No log | 3.2093 | 276 | 0.8197 | 0.4601 | 0.8197 | 0.9054 |
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- | No log | 3.2326 | 278 | 0.7643 | 0.4995 | 0.7643 | 0.8743 |
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- | No log | 3.2558 | 280 | 0.7587 | 0.4645 | 0.7587 | 0.8710 |
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- | No log | 3.2791 | 282 | 0.7479 | 0.4660 | 0.7479 | 0.8648 |
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- | No log | 3.3023 | 284 | 0.7470 | 0.5112 | 0.7470 | 0.8643 |
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- | No log | 3.3256 | 286 | 0.8182 | 0.4836 | 0.8182 | 0.9046 |
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- | No log | 3.3488 | 288 | 0.8478 | 0.4186 | 0.8478 | 0.9208 |
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- | No log | 3.3721 | 290 | 0.7830 | 0.5175 | 0.7830 | 0.8849 |
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- | No log | 3.3953 | 292 | 0.7238 | 0.5135 | 0.7238 | 0.8508 |
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- | No log | 3.4186 | 294 | 0.7675 | 0.4608 | 0.7675 | 0.8760 |
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- | No log | 3.4419 | 296 | 0.9341 | 0.3702 | 0.9341 | 0.9665 |
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- | No log | 3.4651 | 298 | 0.8875 | 0.4056 | 0.8875 | 0.9421 |
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- | No log | 3.4884 | 300 | 0.7834 | 0.5174 | 0.7834 | 0.8851 |
202
- | No log | 3.5116 | 302 | 0.8637 | 0.4491 | 0.8637 | 0.9293 |
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- | No log | 3.5349 | 304 | 0.8962 | 0.4143 | 0.8962 | 0.9467 |
204
- | No log | 3.5581 | 306 | 0.8495 | 0.4784 | 0.8495 | 0.9217 |
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- | No log | 3.5814 | 308 | 0.8563 | 0.5152 | 0.8563 | 0.9253 |
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- | No log | 3.6047 | 310 | 0.8593 | 0.5152 | 0.8593 | 0.9270 |
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- | No log | 3.6279 | 312 | 0.8642 | 0.5116 | 0.8642 | 0.9296 |
208
- | No log | 3.6512 | 314 | 0.9078 | 0.3990 | 0.9078 | 0.9528 |
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- | No log | 3.6744 | 316 | 0.9806 | 0.2373 | 0.9806 | 0.9902 |
210
- | No log | 3.6977 | 318 | 0.9358 | 0.3250 | 0.9358 | 0.9674 |
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- | No log | 3.7209 | 320 | 0.8059 | 0.4368 | 0.8059 | 0.8977 |
212
- | No log | 3.7442 | 322 | 0.7647 | 0.5783 | 0.7647 | 0.8745 |
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- | No log | 3.7674 | 324 | 0.8035 | 0.4879 | 0.8035 | 0.8964 |
214
- | No log | 3.7907 | 326 | 0.7633 | 0.5771 | 0.7633 | 0.8736 |
215
- | No log | 3.8140 | 328 | 0.7261 | 0.5247 | 0.7261 | 0.8521 |
216
- | No log | 3.8372 | 330 | 0.7559 | 0.4968 | 0.7559 | 0.8694 |
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- | No log | 3.8605 | 332 | 0.7487 | 0.5654 | 0.7487 | 0.8653 |
218
- | No log | 3.8837 | 334 | 0.7445 | 0.5032 | 0.7445 | 0.8628 |
219
- | No log | 3.9070 | 336 | 0.7712 | 0.5032 | 0.7712 | 0.8782 |
220
- | No log | 3.9302 | 338 | 0.8103 | 0.5199 | 0.8103 | 0.9002 |
221
- | No log | 3.9535 | 340 | 0.9462 | 0.4171 | 0.9462 | 0.9727 |
222
- | No log | 3.9767 | 342 | 0.9809 | 0.3076 | 0.9809 | 0.9904 |
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- | No log | 4.0 | 344 | 0.9078 | 0.3139 | 0.9078 | 0.9528 |
224
- | No log | 4.0233 | 346 | 0.8431 | 0.3998 | 0.8431 | 0.9182 |
225
- | No log | 4.0465 | 348 | 0.8172 | 0.4405 | 0.8172 | 0.9040 |
226
- | No log | 4.0698 | 350 | 0.7998 | 0.4645 | 0.7998 | 0.8943 |
227
- | No log | 4.0930 | 352 | 0.8445 | 0.4840 | 0.8445 | 0.9190 |
228
- | No log | 4.1163 | 354 | 0.9984 | 0.3958 | 0.9984 | 0.9992 |
229
- | No log | 4.1395 | 356 | 1.0380 | 0.3798 | 1.0380 | 1.0188 |
230
- | No log | 4.1628 | 358 | 0.9321 | 0.4455 | 0.9321 | 0.9654 |
231
- | No log | 4.1860 | 360 | 0.8042 | 0.4995 | 0.8042 | 0.8968 |
232
- | No log | 4.2093 | 362 | 0.7819 | 0.5121 | 0.7819 | 0.8843 |
233
- | No log | 4.2326 | 364 | 0.7949 | 0.4988 | 0.7949 | 0.8916 |
234
- | No log | 4.2558 | 366 | 0.8609 | 0.4275 | 0.8609 | 0.9279 |
235
- | No log | 4.2791 | 368 | 1.0434 | 0.4014 | 1.0434 | 1.0215 |
236
- | No log | 4.3023 | 370 | 1.1088 | 0.2485 | 1.1088 | 1.0530 |
237
- | No log | 4.3256 | 372 | 1.0202 | 0.2614 | 1.0202 | 1.0100 |
238
- | No log | 4.3488 | 374 | 0.9084 | 0.2983 | 0.9084 | 0.9531 |
239
- | No log | 4.3721 | 376 | 0.8354 | 0.4211 | 0.8354 | 0.9140 |
240
- | No log | 4.3953 | 378 | 0.8236 | 0.3998 | 0.8236 | 0.9075 |
241
- | No log | 4.4186 | 380 | 0.8192 | 0.4388 | 0.8192 | 0.9051 |
242
- | No log | 4.4419 | 382 | 0.8203 | 0.4251 | 0.8203 | 0.9057 |
243
- | No log | 4.4651 | 384 | 0.8911 | 0.3992 | 0.8911 | 0.9440 |
244
- | No log | 4.4884 | 386 | 1.0038 | 0.3863 | 1.0038 | 1.0019 |
245
- | No log | 4.5116 | 388 | 0.9740 | 0.3863 | 0.9740 | 0.9869 |
246
- | No log | 4.5349 | 390 | 0.8734 | 0.3992 | 0.8734 | 0.9346 |
247
- | No log | 4.5581 | 392 | 0.8103 | 0.4774 | 0.8103 | 0.9002 |
248
- | No log | 4.5814 | 394 | 0.8232 | 0.4292 | 0.8232 | 0.9073 |
249
- | No log | 4.6047 | 396 | 0.8042 | 0.5032 | 0.8042 | 0.8967 |
250
- | No log | 4.6279 | 398 | 0.8018 | 0.4888 | 0.8018 | 0.8954 |
251
- | No log | 4.6512 | 400 | 0.8816 | 0.4584 | 0.8816 | 0.9389 |
252
- | No log | 4.6744 | 402 | 0.9554 | 0.4197 | 0.9554 | 0.9775 |
253
- | No log | 4.6977 | 404 | 1.0339 | 0.2815 | 1.0339 | 1.0168 |
254
- | No log | 4.7209 | 406 | 0.9846 | 0.3310 | 0.9846 | 0.9922 |
255
- | No log | 4.7442 | 408 | 0.8691 | 0.4244 | 0.8691 | 0.9322 |
256
- | No log | 4.7674 | 410 | 0.8386 | 0.4115 | 0.8386 | 0.9157 |
257
- | No log | 4.7907 | 412 | 0.8379 | 0.4244 | 0.8379 | 0.9154 |
258
- | No log | 4.8140 | 414 | 0.9412 | 0.3577 | 0.9412 | 0.9702 |
259
- | No log | 4.8372 | 416 | 1.0314 | 0.4454 | 1.0314 | 1.0156 |
260
- | No log | 4.8605 | 418 | 0.9830 | 0.4579 | 0.9830 | 0.9915 |
261
- | No log | 4.8837 | 420 | 0.9394 | 0.4510 | 0.9394 | 0.9692 |
262
- | No log | 4.9070 | 422 | 0.9186 | 0.5039 | 0.9186 | 0.9584 |
263
- | No log | 4.9302 | 424 | 0.8613 | 0.4960 | 0.8613 | 0.9281 |
264
- | No log | 4.9535 | 426 | 0.8254 | 0.5333 | 0.8254 | 0.9085 |
265
- | No log | 4.9767 | 428 | 0.8327 | 0.5333 | 0.8327 | 0.9125 |
266
- | No log | 5.0 | 430 | 0.8780 | 0.4471 | 0.8780 | 0.9370 |
267
- | No log | 5.0233 | 432 | 0.8832 | 0.4078 | 0.8832 | 0.9398 |
268
- | No log | 5.0465 | 434 | 0.8669 | 0.4748 | 0.8669 | 0.9311 |
269
- | No log | 5.0698 | 436 | 0.8848 | 0.4133 | 0.8848 | 0.9406 |
270
- | No log | 5.0930 | 438 | 0.9152 | 0.3609 | 0.9152 | 0.9567 |
271
- | No log | 5.1163 | 440 | 1.0502 | 0.2968 | 1.0502 | 1.0248 |
272
- | No log | 5.1395 | 442 | 1.2312 | 0.3568 | 1.2312 | 1.1096 |
273
- | No log | 5.1628 | 444 | 1.1993 | 0.3568 | 1.1993 | 1.0951 |
274
- | No log | 5.1860 | 446 | 1.0657 | 0.3046 | 1.0657 | 1.0323 |
275
- | No log | 5.2093 | 448 | 0.9478 | 0.2879 | 0.9478 | 0.9735 |
276
- | No log | 5.2326 | 450 | 0.9456 | 0.4048 | 0.9456 | 0.9724 |
277
- | No log | 5.2558 | 452 | 0.9589 | 0.3263 | 0.9589 | 0.9792 |
278
- | No log | 5.2791 | 454 | 0.9922 | 0.2533 | 0.9922 | 0.9961 |
279
- | No log | 5.3023 | 456 | 1.0286 | 0.2857 | 1.0286 | 1.0142 |
280
- | No log | 5.3256 | 458 | 0.9959 | 0.2633 | 0.9959 | 0.9979 |
281
- | No log | 5.3488 | 460 | 0.9467 | 0.3521 | 0.9467 | 0.9730 |
282
- | No log | 5.3721 | 462 | 0.9158 | 0.4180 | 0.9158 | 0.9570 |
283
- | No log | 5.3953 | 464 | 0.8940 | 0.4163 | 0.8940 | 0.9455 |
284
- | No log | 5.4186 | 466 | 0.9091 | 0.3861 | 0.9091 | 0.9535 |
285
- | No log | 5.4419 | 468 | 0.8938 | 0.4499 | 0.8938 | 0.9454 |
286
- | No log | 5.4651 | 470 | 0.9023 | 0.4282 | 0.9023 | 0.9499 |
287
- | No log | 5.4884 | 472 | 0.8980 | 0.4305 | 0.8980 | 0.9477 |
288
- | No log | 5.5116 | 474 | 0.9227 | 0.4971 | 0.9227 | 0.9606 |
289
- | No log | 5.5349 | 476 | 0.9280 | 0.4971 | 0.9280 | 0.9633 |
290
- | No log | 5.5581 | 478 | 0.9340 | 0.4859 | 0.9340 | 0.9664 |
291
- | No log | 5.5814 | 480 | 1.0342 | 0.3959 | 1.0342 | 1.0170 |
292
- | No log | 5.6047 | 482 | 1.1467 | 0.3300 | 1.1467 | 1.0708 |
293
- | No log | 5.6279 | 484 | 1.1417 | 0.2907 | 1.1417 | 1.0685 |
294
- | No log | 5.6512 | 486 | 1.0405 | 0.2898 | 1.0405 | 1.0200 |
295
- | No log | 5.6744 | 488 | 0.9077 | 0.4006 | 0.9077 | 0.9528 |
296
- | No log | 5.6977 | 490 | 0.8603 | 0.4724 | 0.8603 | 0.9275 |
297
- | No log | 5.7209 | 492 | 0.9268 | 0.4383 | 0.9268 | 0.9627 |
298
- | No log | 5.7442 | 494 | 1.1355 | 0.4186 | 1.1355 | 1.0656 |
299
- | No log | 5.7674 | 496 | 1.2350 | 0.4269 | 1.2350 | 1.1113 |
300
- | No log | 5.7907 | 498 | 1.1309 | 0.3817 | 1.1309 | 1.0634 |
301
- | 0.3401 | 5.8140 | 500 | 0.9254 | 0.4032 | 0.9254 | 0.9620 |
302
- | 0.3401 | 5.8372 | 502 | 0.8477 | 0.4237 | 0.8477 | 0.9207 |
303
- | 0.3401 | 5.8605 | 504 | 0.8572 | 0.4106 | 0.8572 | 0.9259 |
304
- | 0.3401 | 5.8837 | 506 | 0.9075 | 0.3732 | 0.9075 | 0.9526 |
305
- | 0.3401 | 5.9070 | 508 | 0.9790 | 0.3322 | 0.9790 | 0.9895 |
306
- | 0.3401 | 5.9302 | 510 | 0.9423 | 0.3418 | 0.9423 | 0.9707 |
307
- | 0.3401 | 5.9535 | 512 | 0.8968 | 0.4359 | 0.8968 | 0.9470 |
308
- | 0.3401 | 5.9767 | 514 | 0.8682 | 0.4398 | 0.8682 | 0.9318 |
309
- | 0.3401 | 6.0 | 516 | 0.8489 | 0.4824 | 0.8489 | 0.9213 |
310
- | 0.3401 | 6.0233 | 518 | 0.8804 | 0.4719 | 0.8804 | 0.9383 |
311
- | 0.3401 | 6.0465 | 520 | 0.8652 | 0.4928 | 0.8652 | 0.9302 |
312
- | 0.3401 | 6.0698 | 522 | 0.8921 | 0.5074 | 0.8921 | 0.9445 |
313
- | 0.3401 | 6.0930 | 524 | 0.9055 | 0.4945 | 0.9055 | 0.9516 |
314
- | 0.3401 | 6.1163 | 526 | 0.8626 | 0.4634 | 0.8626 | 0.9287 |
315
- | 0.3401 | 6.1395 | 528 | 0.8272 | 0.5247 | 0.8272 | 0.9095 |
316
- | 0.3401 | 6.1628 | 530 | 0.8208 | 0.4659 | 0.8208 | 0.9060 |
317
- | 0.3401 | 6.1860 | 532 | 0.8171 | 0.5490 | 0.8171 | 0.9039 |
318
- | 0.3401 | 6.2093 | 534 | 0.8355 | 0.5546 | 0.8355 | 0.9141 |
319
- | 0.3401 | 6.2326 | 536 | 0.8682 | 0.5498 | 0.8682 | 0.9318 |
320
- | 0.3401 | 6.2558 | 538 | 0.8978 | 0.5163 | 0.8978 | 0.9475 |
321
- | 0.3401 | 6.2791 | 540 | 0.8822 | 0.3739 | 0.8822 | 0.9393 |
322
- | 0.3401 | 6.3023 | 542 | 0.9008 | 0.3892 | 0.9008 | 0.9491 |
323
- | 0.3401 | 6.3256 | 544 | 0.9291 | 0.3993 | 0.9291 | 0.9639 |
324
- | 0.3401 | 6.3488 | 546 | 0.9632 | 0.3860 | 0.9632 | 0.9814 |
325
- | 0.3401 | 6.3721 | 548 | 0.9638 | 0.3842 | 0.9638 | 0.9817 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
326
 
327
 
328
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task5_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: 1.0099
19
+ - Qwk: 0.2012
20
+ - Mse: 1.0099
21
+ - Rmse: 1.0049
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0222 | 2 | 4.1290 | -0.0270 | 4.1290 | 2.0320 |
53
+ | No log | 0.0444 | 4 | 2.8112 | -0.0863 | 2.8112 | 1.6767 |
54
+ | No log | 0.0667 | 6 | 2.0799 | 0.0247 | 2.0799 | 1.4422 |
55
+ | No log | 0.0889 | 8 | 1.1733 | 0.1549 | 1.1733 | 1.0832 |
56
+ | No log | 0.1111 | 10 | 1.0820 | 0.2114 | 1.0820 | 1.0402 |
57
+ | No log | 0.1333 | 12 | 1.2257 | 0.0850 | 1.2257 | 1.1071 |
58
+ | No log | 0.1556 | 14 | 1.2298 | 0.0462 | 1.2298 | 1.1089 |
59
+ | No log | 0.1778 | 16 | 1.0251 | 0.2944 | 1.0251 | 1.0125 |
60
+ | No log | 0.2 | 18 | 1.0431 | 0.2849 | 1.0431 | 1.0213 |
61
+ | No log | 0.2222 | 20 | 1.0585 | 0.1727 | 1.0585 | 1.0288 |
62
+ | No log | 0.2444 | 22 | 0.9898 | 0.2667 | 0.9898 | 0.9949 |
63
+ | No log | 0.2667 | 24 | 1.0143 | 0.2023 | 1.0143 | 1.0071 |
64
+ | No log | 0.2889 | 26 | 1.0357 | 0.2023 | 1.0357 | 1.0177 |
65
+ | No log | 0.3111 | 28 | 1.0523 | 0.1509 | 1.0523 | 1.0258 |
66
+ | No log | 0.3333 | 30 | 1.0077 | 0.1997 | 1.0077 | 1.0039 |
67
+ | No log | 0.3556 | 32 | 0.9828 | 0.2944 | 0.9828 | 0.9914 |
68
+ | No log | 0.3778 | 34 | 1.0560 | 0.2651 | 1.0560 | 1.0276 |
69
+ | No log | 0.4 | 36 | 1.1591 | 0.2392 | 1.1591 | 1.0766 |
70
+ | No log | 0.4222 | 38 | 1.2321 | 0.1842 | 1.2321 | 1.1100 |
71
+ | No log | 0.4444 | 40 | 1.0046 | 0.2963 | 1.0046 | 1.0023 |
72
+ | No log | 0.4667 | 42 | 0.9513 | 0.3236 | 0.9513 | 0.9753 |
73
+ | No log | 0.4889 | 44 | 0.9632 | 0.2671 | 0.9632 | 0.9814 |
74
+ | No log | 0.5111 | 46 | 1.1460 | 0.1900 | 1.1460 | 1.0705 |
75
+ | No log | 0.5333 | 48 | 1.2516 | -0.0305 | 1.2516 | 1.1187 |
76
+ | No log | 0.5556 | 50 | 1.2277 | 0.0293 | 1.2277 | 1.1080 |
77
+ | No log | 0.5778 | 52 | 1.2600 | 0.0078 | 1.2600 | 1.1225 |
78
+ | No log | 0.6 | 54 | 1.2581 | 0.0111 | 1.2581 | 1.1217 |
79
+ | No log | 0.6222 | 56 | 1.2417 | 0.0548 | 1.2417 | 1.1143 |
80
+ | No log | 0.6444 | 58 | 1.3799 | 0.0970 | 1.3799 | 1.1747 |
81
+ | No log | 0.6667 | 60 | 1.5285 | 0.0318 | 1.5285 | 1.2363 |
82
+ | No log | 0.6889 | 62 | 1.8463 | -0.1320 | 1.8463 | 1.3588 |
83
+ | No log | 0.7111 | 64 | 1.3625 | 0.0610 | 1.3625 | 1.1673 |
84
+ | No log | 0.7333 | 66 | 0.9870 | 0.2265 | 0.9870 | 0.9935 |
85
+ | No log | 0.7556 | 68 | 0.9646 | 0.2746 | 0.9646 | 0.9822 |
86
+ | No log | 0.7778 | 70 | 1.0827 | 0.2149 | 1.0827 | 1.0406 |
87
+ | No log | 0.8 | 72 | 1.3162 | 0.0160 | 1.3162 | 1.1472 |
88
+ | No log | 0.8222 | 74 | 1.3918 | -0.0411 | 1.3918 | 1.1797 |
89
+ | No log | 0.8444 | 76 | 1.3022 | 0.0160 | 1.3022 | 1.1411 |
90
+ | No log | 0.8667 | 78 | 1.0325 | 0.2873 | 1.0325 | 1.0161 |
91
+ | No log | 0.8889 | 80 | 0.9519 | 0.2841 | 0.9519 | 0.9757 |
92
+ | No log | 0.9111 | 82 | 0.9479 | 0.2935 | 0.9479 | 0.9736 |
93
+ | No log | 0.9333 | 84 | 0.9162 | 0.3370 | 0.9162 | 0.9572 |
94
+ | No log | 0.9556 | 86 | 0.9663 | 0.2467 | 0.9663 | 0.9830 |
95
+ | No log | 0.9778 | 88 | 1.1519 | 0.1643 | 1.1519 | 1.0733 |
96
+ | No log | 1.0 | 90 | 1.3160 | -0.0251 | 1.3160 | 1.1472 |
97
+ | No log | 1.0222 | 92 | 1.2856 | 0.0811 | 1.2856 | 1.1338 |
98
+ | No log | 1.0444 | 94 | 1.1539 | 0.1649 | 1.1539 | 1.0742 |
99
+ | No log | 1.0667 | 96 | 0.9741 | 0.2569 | 0.9741 | 0.9870 |
100
+ | No log | 1.0889 | 98 | 0.9555 | 0.2594 | 0.9555 | 0.9775 |
101
+ | No log | 1.1111 | 100 | 0.9936 | 0.2161 | 0.9936 | 0.9968 |
102
+ | No log | 1.1333 | 102 | 1.0537 | 0.2569 | 1.0537 | 1.0265 |
103
+ | No log | 1.1556 | 104 | 1.0818 | 0.3623 | 1.0818 | 1.0401 |
104
+ | No log | 1.1778 | 106 | 1.1417 | 0.25 | 1.1417 | 1.0685 |
105
+ | No log | 1.2 | 108 | 1.1369 | 0.3344 | 1.1369 | 1.0663 |
106
+ | No log | 1.2222 | 110 | 1.0476 | 0.4020 | 1.0476 | 1.0235 |
107
+ | No log | 1.2444 | 112 | 1.0303 | 0.3743 | 1.0303 | 1.0150 |
108
+ | No log | 1.2667 | 114 | 1.0893 | 0.3920 | 1.0893 | 1.0437 |
109
+ | No log | 1.2889 | 116 | 1.1393 | 0.3415 | 1.1393 | 1.0674 |
110
+ | No log | 1.3111 | 118 | 1.2605 | 0.2686 | 1.2605 | 1.1227 |
111
+ | No log | 1.3333 | 120 | 1.4101 | 0.2391 | 1.4101 | 1.1875 |
112
+ | No log | 1.3556 | 122 | 1.4384 | 0.1789 | 1.4384 | 1.1993 |
113
+ | No log | 1.3778 | 124 | 1.3751 | 0.2004 | 1.3751 | 1.1727 |
114
+ | No log | 1.4 | 126 | 1.2648 | 0.2455 | 1.2648 | 1.1246 |
115
+ | No log | 1.4222 | 128 | 1.0918 | 0.2175 | 1.0918 | 1.0449 |
116
+ | No log | 1.4444 | 130 | 1.0016 | 0.0761 | 1.0016 | 1.0008 |
117
+ | No log | 1.4667 | 132 | 1.1184 | 0.2834 | 1.1184 | 1.0576 |
118
+ | No log | 1.4889 | 134 | 1.1741 | 0.2925 | 1.1741 | 1.0835 |
119
+ | No log | 1.5111 | 136 | 1.1324 | 0.2834 | 1.1324 | 1.0642 |
120
+ | No log | 1.5333 | 138 | 0.9953 | 0.1007 | 0.9953 | 0.9976 |
121
+ | No log | 1.5556 | 140 | 1.0820 | 0.2820 | 1.0820 | 1.0402 |
122
+ | No log | 1.5778 | 142 | 1.2463 | 0.2506 | 1.2463 | 1.1164 |
123
+ | No log | 1.6 | 144 | 1.2535 | 0.2816 | 1.2535 | 1.1196 |
124
+ | No log | 1.6222 | 146 | 1.2268 | 0.2417 | 1.2268 | 1.1076 |
125
+ | No log | 1.6444 | 148 | 1.3267 | 0.2896 | 1.3267 | 1.1518 |
126
+ | No log | 1.6667 | 150 | 1.4088 | 0.2417 | 1.4088 | 1.1869 |
127
+ | No log | 1.6889 | 152 | 1.2591 | 0.1512 | 1.2591 | 1.1221 |
128
+ | No log | 1.7111 | 154 | 1.0998 | 0.1944 | 1.0998 | 1.0487 |
129
+ | No log | 1.7333 | 156 | 0.9882 | 0.2077 | 0.9882 | 0.9941 |
130
+ | No log | 1.7556 | 158 | 1.0201 | 0.2384 | 1.0201 | 1.0100 |
131
+ | No log | 1.7778 | 160 | 1.1423 | 0.2130 | 1.1423 | 1.0688 |
132
+ | No log | 1.8 | 162 | 1.2926 | 0.1700 | 1.2926 | 1.1369 |
133
+ | No log | 1.8222 | 164 | 1.3521 | 0.1370 | 1.3521 | 1.1628 |
134
+ | No log | 1.8444 | 166 | 1.2616 | 0.0741 | 1.2616 | 1.1232 |
135
+ | No log | 1.8667 | 168 | 1.1987 | 0.0227 | 1.1987 | 1.0948 |
136
+ | No log | 1.8889 | 170 | 1.1011 | 0.0981 | 1.1011 | 1.0493 |
137
+ | No log | 1.9111 | 172 | 1.1084 | 0.0824 | 1.1084 | 1.0528 |
138
+ | No log | 1.9333 | 174 | 1.1873 | 0.0574 | 1.1873 | 1.0896 |
139
+ | No log | 1.9556 | 176 | 1.2443 | 0.0227 | 1.2443 | 1.1155 |
140
+ | No log | 1.9778 | 178 | 1.2610 | 0.0961 | 1.2610 | 1.1230 |
141
+ | No log | 2.0 | 180 | 1.1504 | 0.2392 | 1.1504 | 1.0726 |
142
+ | No log | 2.0222 | 182 | 1.0506 | 0.2651 | 1.0506 | 1.0250 |
143
+ | No log | 2.0444 | 184 | 1.0271 | 0.1873 | 1.0271 | 1.0134 |
144
+ | No log | 2.0667 | 186 | 1.0558 | 0.1826 | 1.0558 | 1.0275 |
145
+ | No log | 2.0889 | 188 | 1.0839 | 0.1101 | 1.0839 | 1.0411 |
146
+ | No log | 2.1111 | 190 | 1.1794 | 0.1370 | 1.1794 | 1.0860 |
147
+ | No log | 2.1333 | 192 | 1.1296 | 0.1521 | 1.1296 | 1.0628 |
148
+ | No log | 2.1556 | 194 | 1.0013 | 0.1341 | 1.0013 | 1.0007 |
149
+ | No log | 2.1778 | 196 | 0.9204 | 0.1493 | 0.9204 | 0.9594 |
150
+ | No log | 2.2 | 198 | 0.9040 | 0.2888 | 0.9040 | 0.9508 |
151
+ | No log | 2.2222 | 200 | 0.9380 | 0.2114 | 0.9380 | 0.9685 |
152
+ | No log | 2.2444 | 202 | 0.9857 | 0.2314 | 0.9857 | 0.9928 |
153
+ | No log | 2.2667 | 204 | 1.1354 | 0.2012 | 1.1354 | 1.0656 |
154
+ | No log | 2.2889 | 206 | 1.2989 | 0.2542 | 1.2989 | 1.1397 |
155
+ | No log | 2.3111 | 208 | 1.3309 | 0.2313 | 1.3309 | 1.1536 |
156
+ | No log | 2.3333 | 210 | 1.2086 | 0.2750 | 1.2086 | 1.0993 |
157
+ | No log | 2.3556 | 212 | 1.1061 | 0.3039 | 1.1061 | 1.0517 |
158
+ | No log | 2.3778 | 214 | 1.0689 | 0.2981 | 1.0689 | 1.0339 |
159
+ | No log | 2.4 | 216 | 1.0828 | 0.2066 | 1.0828 | 1.0406 |
160
+ | No log | 2.4222 | 218 | 1.1047 | 0.1671 | 1.1047 | 1.0511 |
161
+ | No log | 2.4444 | 220 | 1.1335 | 0.1918 | 1.1335 | 1.0647 |
162
+ | No log | 2.4667 | 222 | 1.1408 | 0.1976 | 1.1408 | 1.0681 |
163
+ | No log | 2.4889 | 224 | 1.1138 | 0.2843 | 1.1138 | 1.0554 |
164
+ | No log | 2.5111 | 226 | 1.1272 | 0.25 | 1.1272 | 1.0617 |
165
+ | No log | 2.5333 | 228 | 1.1426 | 0.1570 | 1.1426 | 1.0689 |
166
+ | No log | 2.5556 | 230 | 1.1120 | 0.1799 | 1.1120 | 1.0545 |
167
+ | No log | 2.5778 | 232 | 1.1030 | 0.1954 | 1.1030 | 1.0502 |
168
+ | No log | 2.6 | 234 | 1.0795 | 0.2024 | 1.0795 | 1.0390 |
169
+ | No log | 2.6222 | 236 | 1.0465 | 0.2325 | 1.0465 | 1.0230 |
170
+ | No log | 2.6444 | 238 | 1.0980 | 0.2416 | 1.0980 | 1.0479 |
171
+ | No log | 2.6667 | 240 | 1.1217 | 0.2359 | 1.1217 | 1.0591 |
172
+ | No log | 2.6889 | 242 | 1.0617 | 0.2365 | 1.0617 | 1.0304 |
173
+ | No log | 2.7111 | 244 | 1.0615 | 0.2013 | 1.0615 | 1.0303 |
174
+ | No log | 2.7333 | 246 | 0.9745 | 0.1893 | 0.9745 | 0.9872 |
175
+ | No log | 2.7556 | 248 | 0.9061 | 0.3094 | 0.9061 | 0.9519 |
176
+ | No log | 2.7778 | 250 | 0.9271 | 0.3464 | 0.9271 | 0.9629 |
177
+ | No log | 2.8 | 252 | 0.9515 | 0.3021 | 0.9515 | 0.9754 |
178
+ | No log | 2.8222 | 254 | 0.9109 | 0.2647 | 0.9109 | 0.9544 |
179
+ | No log | 2.8444 | 256 | 0.9106 | 0.2523 | 0.9106 | 0.9543 |
180
+ | No log | 2.8667 | 258 | 0.9108 | 0.2647 | 0.9108 | 0.9543 |
181
+ | No log | 2.8889 | 260 | 0.9235 | 0.2647 | 0.9235 | 0.9610 |
182
+ | No log | 2.9111 | 262 | 0.9021 | 0.2647 | 0.9021 | 0.9498 |
183
+ | No log | 2.9333 | 264 | 0.8774 | 0.3067 | 0.8774 | 0.9367 |
184
+ | No log | 2.9556 | 266 | 0.8825 | 0.3485 | 0.8825 | 0.9394 |
185
+ | No log | 2.9778 | 268 | 0.8661 | 0.3221 | 0.8661 | 0.9307 |
186
+ | No log | 3.0 | 270 | 0.8638 | 0.3519 | 0.8638 | 0.9294 |
187
+ | No log | 3.0222 | 272 | 0.8623 | 0.3625 | 0.8623 | 0.9286 |
188
+ | No log | 3.0444 | 274 | 0.8988 | 0.3780 | 0.8988 | 0.9480 |
189
+ | No log | 3.0667 | 276 | 0.9299 | 0.4174 | 0.9299 | 0.9643 |
190
+ | No log | 3.0889 | 278 | 0.8840 | 0.3760 | 0.8840 | 0.9402 |
191
+ | No log | 3.1111 | 280 | 0.8807 | 0.3902 | 0.8807 | 0.9385 |
192
+ | No log | 3.1333 | 282 | 0.9087 | 0.3085 | 0.9087 | 0.9533 |
193
+ | No log | 3.1556 | 284 | 0.9028 | 0.3494 | 0.9028 | 0.9502 |
194
+ | No log | 3.1778 | 286 | 0.9130 | 0.3085 | 0.9130 | 0.9555 |
195
+ | No log | 3.2 | 288 | 0.9066 | 0.3902 | 0.9066 | 0.9522 |
196
+ | No log | 3.2222 | 290 | 0.8840 | 0.4048 | 0.8840 | 0.9402 |
197
+ | No log | 3.2444 | 292 | 0.9080 | 0.3652 | 0.9080 | 0.9529 |
198
+ | No log | 3.2667 | 294 | 0.9530 | 0.3506 | 0.9530 | 0.9762 |
199
+ | No log | 3.2889 | 296 | 1.0353 | 0.1462 | 1.0353 | 1.0175 |
200
+ | No log | 3.3111 | 298 | 1.0564 | 0.1676 | 1.0564 | 1.0278 |
201
+ | No log | 3.3333 | 300 | 0.9863 | 0.2864 | 0.9863 | 0.9931 |
202
+ | No log | 3.3556 | 302 | 0.8807 | 0.4327 | 0.8807 | 0.9385 |
203
+ | No log | 3.3778 | 304 | 0.8643 | 0.3922 | 0.8643 | 0.9297 |
204
+ | No log | 3.4 | 306 | 0.8979 | 0.3819 | 0.8979 | 0.9476 |
205
+ | No log | 3.4222 | 308 | 0.8750 | 0.3569 | 0.8750 | 0.9354 |
206
+ | No log | 3.4444 | 310 | 0.8517 | 0.4241 | 0.8517 | 0.9229 |
207
+ | No log | 3.4667 | 312 | 0.8287 | 0.3757 | 0.8287 | 0.9103 |
208
+ | No log | 3.4889 | 314 | 0.8104 | 0.3776 | 0.8104 | 0.9002 |
209
+ | No log | 3.5111 | 316 | 0.7775 | 0.4557 | 0.7775 | 0.8817 |
210
+ | No log | 3.5333 | 318 | 0.7993 | 0.4862 | 0.7993 | 0.8940 |
211
+ | No log | 3.5556 | 320 | 0.8930 | 0.4812 | 0.8930 | 0.9450 |
212
+ | No log | 3.5778 | 322 | 0.9016 | 0.4681 | 0.9016 | 0.9496 |
213
+ | No log | 3.6 | 324 | 0.8805 | 0.4310 | 0.8805 | 0.9383 |
214
+ | No log | 3.6222 | 326 | 0.8131 | 0.4216 | 0.8131 | 0.9017 |
215
+ | No log | 3.6444 | 328 | 0.7994 | 0.4980 | 0.7994 | 0.8941 |
216
+ | No log | 3.6667 | 330 | 0.8839 | 0.4565 | 0.8839 | 0.9401 |
217
+ | No log | 3.6889 | 332 | 1.1199 | 0.3400 | 1.1199 | 1.0583 |
218
+ | No log | 3.7111 | 334 | 1.2877 | 0.1872 | 1.2877 | 1.1347 |
219
+ | No log | 3.7333 | 336 | 1.2939 | 0.2906 | 1.2939 | 1.1375 |
220
+ | No log | 3.7556 | 338 | 1.1593 | 0.2572 | 1.1593 | 1.0767 |
221
+ | No log | 3.7778 | 340 | 1.0668 | 0.2102 | 1.0668 | 1.0328 |
222
+ | No log | 3.8 | 342 | 1.0106 | 0.2577 | 1.0106 | 1.0053 |
223
+ | No log | 3.8222 | 344 | 1.0058 | 0.3444 | 1.0058 | 1.0029 |
224
+ | No log | 3.8444 | 346 | 1.0351 | 0.3717 | 1.0351 | 1.0174 |
225
+ | No log | 3.8667 | 348 | 1.0610 | 0.3436 | 1.0610 | 1.0300 |
226
+ | No log | 3.8889 | 350 | 1.0650 | 0.3409 | 1.0650 | 1.0320 |
227
+ | No log | 3.9111 | 352 | 1.0292 | 0.3699 | 1.0292 | 1.0145 |
228
+ | No log | 3.9333 | 354 | 0.9508 | 0.4174 | 0.9508 | 0.9751 |
229
+ | No log | 3.9556 | 356 | 0.9942 | 0.4169 | 0.9942 | 0.9971 |
230
+ | No log | 3.9778 | 358 | 1.0799 | 0.3171 | 1.0799 | 1.0392 |
231
+ | No log | 4.0 | 360 | 1.0856 | 0.2927 | 1.0856 | 1.0419 |
232
+ | No log | 4.0222 | 362 | 1.0431 | 0.3021 | 1.0431 | 1.0213 |
233
+ | No log | 4.0444 | 364 | 0.9844 | 0.4054 | 0.9844 | 0.9922 |
234
+ | No log | 4.0667 | 366 | 1.0450 | 0.3021 | 1.0450 | 1.0222 |
235
+ | No log | 4.0889 | 368 | 1.1139 | 0.2794 | 1.1139 | 1.0554 |
236
+ | No log | 4.1111 | 370 | 1.1721 | 0.1935 | 1.1721 | 1.0826 |
237
+ | No log | 4.1333 | 372 | 1.0652 | 0.2794 | 1.0652 | 1.0321 |
238
+ | No log | 4.1556 | 374 | 0.9036 | 0.3902 | 0.9036 | 0.9506 |
239
+ | No log | 4.1778 | 376 | 0.8431 | 0.3382 | 0.8431 | 0.9182 |
240
+ | No log | 4.2 | 378 | 0.8586 | 0.3528 | 0.8586 | 0.9266 |
241
+ | No log | 4.2222 | 380 | 0.8920 | 0.4327 | 0.8920 | 0.9444 |
242
+ | No log | 4.2444 | 382 | 0.9441 | 0.4697 | 0.9441 | 0.9717 |
243
+ | No log | 4.2667 | 384 | 1.0610 | 0.3316 | 1.0610 | 1.0301 |
244
+ | No log | 4.2889 | 386 | 1.0683 | 0.3139 | 1.0683 | 1.0336 |
245
+ | No log | 4.3111 | 388 | 0.9479 | 0.3954 | 0.9479 | 0.9736 |
246
+ | No log | 4.3333 | 390 | 0.8661 | 0.4057 | 0.8661 | 0.9306 |
247
+ | No log | 4.3556 | 392 | 0.8442 | 0.4062 | 0.8442 | 0.9188 |
248
+ | No log | 4.3778 | 394 | 0.8682 | 0.4232 | 0.8682 | 0.9318 |
249
+ | No log | 4.4 | 396 | 0.8805 | 0.3289 | 0.8805 | 0.9383 |
250
+ | No log | 4.4222 | 398 | 0.8797 | 0.3665 | 0.8797 | 0.9379 |
251
+ | No log | 4.4444 | 400 | 0.8098 | 0.4249 | 0.8098 | 0.8999 |
252
+ | No log | 4.4667 | 402 | 0.7773 | 0.4124 | 0.7773 | 0.8816 |
253
+ | No log | 4.4889 | 404 | 0.8179 | 0.4593 | 0.8179 | 0.9044 |
254
+ | No log | 4.5111 | 406 | 0.9462 | 0.3424 | 0.9462 | 0.9727 |
255
+ | No log | 4.5333 | 408 | 1.0410 | 0.2772 | 1.0410 | 1.0203 |
256
+ | No log | 4.5556 | 410 | 1.1013 | 0.3434 | 1.1013 | 1.0494 |
257
+ | No log | 4.5778 | 412 | 1.0585 | 0.2440 | 1.0585 | 1.0288 |
258
+ | No log | 4.6 | 414 | 1.0551 | 0.2117 | 1.0551 | 1.0272 |
259
+ | No log | 4.6222 | 416 | 1.1480 | 0.2155 | 1.1480 | 1.0714 |
260
+ | No log | 4.6444 | 418 | 1.2670 | 0.125 | 1.2670 | 1.1256 |
261
+ | No log | 4.6667 | 420 | 1.3160 | 0.1033 | 1.3160 | 1.1472 |
262
+ | No log | 4.6889 | 422 | 1.3233 | 0.2845 | 1.3233 | 1.1503 |
263
+ | No log | 4.7111 | 424 | 1.2643 | 0.3107 | 1.2643 | 1.1244 |
264
+ | No log | 4.7333 | 426 | 1.2569 | 0.2812 | 1.2569 | 1.1211 |
265
+ | No log | 4.7556 | 428 | 1.2791 | 0.2870 | 1.2791 | 1.1310 |
266
+ | No log | 4.7778 | 430 | 1.2055 | 0.2750 | 1.2055 | 1.0980 |
267
+ | No log | 4.8 | 432 | 1.1071 | 0.2610 | 1.1071 | 1.0522 |
268
+ | No log | 4.8222 | 434 | 1.0737 | 0.2559 | 1.0737 | 1.0362 |
269
+ | No log | 4.8444 | 436 | 1.1108 | 0.1820 | 1.1108 | 1.0539 |
270
+ | No log | 4.8667 | 438 | 1.1885 | 0.1793 | 1.1885 | 1.0902 |
271
+ | No log | 4.8889 | 440 | 1.2850 | 0.1920 | 1.2850 | 1.1336 |
272
+ | No log | 4.9111 | 442 | 1.2998 | 0.2283 | 1.2998 | 1.1401 |
273
+ | No log | 4.9333 | 444 | 1.2230 | 0.2071 | 1.2230 | 1.1059 |
274
+ | No log | 4.9556 | 446 | 1.1533 | 0.2664 | 1.1533 | 1.0739 |
275
+ | No log | 4.9778 | 448 | 1.1526 | 0.2252 | 1.1526 | 1.0736 |
276
+ | No log | 5.0 | 450 | 1.1779 | 0.2143 | 1.1779 | 1.0853 |
277
+ | No log | 5.0222 | 452 | 1.2077 | 0.1272 | 1.2077 | 1.0989 |
278
+ | No log | 5.0444 | 454 | 1.2342 | 0.1876 | 1.2342 | 1.1109 |
279
+ | No log | 5.0667 | 456 | 1.2048 | 0.1282 | 1.2048 | 1.0976 |
280
+ | No log | 5.0889 | 458 | 1.1188 | 0.2238 | 1.1188 | 1.0577 |
281
+ | No log | 5.1111 | 460 | 1.0577 | 0.2263 | 1.0577 | 1.0285 |
282
+ | No log | 5.1333 | 462 | 1.0083 | 0.2795 | 1.0083 | 1.0041 |
283
+ | No log | 5.1556 | 464 | 0.9991 | 0.2050 | 0.9991 | 0.9996 |
284
+ | No log | 5.1778 | 466 | 1.0604 | 0.1944 | 1.0604 | 1.0297 |
285
+ | No log | 5.2 | 468 | 1.0828 | 0.1944 | 1.0828 | 1.0406 |
286
+ | No log | 5.2222 | 470 | 1.0513 | 0.2238 | 1.0513 | 1.0253 |
287
+ | No log | 5.2444 | 472 | 1.0241 | 0.2238 | 1.0241 | 1.0120 |
288
+ | No log | 5.2667 | 474 | 1.0389 | 0.2651 | 1.0389 | 1.0192 |
289
+ | No log | 5.2889 | 476 | 1.0565 | 0.2179 | 1.0565 | 1.0278 |
290
+ | No log | 5.3111 | 478 | 1.1087 | 0.2704 | 1.1087 | 1.0530 |
291
+ | No log | 5.3333 | 480 | 1.1694 | 0.3237 | 1.1694 | 1.0814 |
292
+ | No log | 5.3556 | 482 | 1.2402 | 0.2172 | 1.2402 | 1.1136 |
293
+ | No log | 5.3778 | 484 | 1.3391 | 0.1432 | 1.3391 | 1.1572 |
294
+ | No log | 5.4 | 486 | 1.3869 | 0.1773 | 1.3869 | 1.1777 |
295
+ | No log | 5.4222 | 488 | 1.3907 | 0.1395 | 1.3907 | 1.1793 |
296
+ | No log | 5.4444 | 490 | 1.2756 | 0.1863 | 1.2756 | 1.1294 |
297
+ | No log | 5.4667 | 492 | 1.1317 | 0.1750 | 1.1317 | 1.0638 |
298
+ | No log | 5.4889 | 494 | 0.9896 | 0.2796 | 0.9896 | 0.9948 |
299
+ | No log | 5.5111 | 496 | 0.9512 | 0.2674 | 0.9512 | 0.9753 |
300
+ | No log | 5.5333 | 498 | 0.9439 | 0.3005 | 0.9439 | 0.9715 |
301
+ | 0.3477 | 5.5556 | 500 | 0.9721 | 0.3161 | 0.9721 | 0.9859 |
302
+ | 0.3477 | 5.5778 | 502 | 1.0308 | 0.3099 | 1.0308 | 1.0153 |
303
+ | 0.3477 | 5.6 | 504 | 1.0220 | 0.3472 | 1.0220 | 1.0109 |
304
+ | 0.3477 | 5.6222 | 506 | 1.0002 | 0.3045 | 1.0002 | 1.0001 |
305
+ | 0.3477 | 5.6444 | 508 | 0.9566 | 0.3202 | 0.9566 | 0.9780 |
306
+ | 0.3477 | 5.6667 | 510 | 0.9347 | 0.3590 | 0.9347 | 0.9668 |
307
+ | 0.3477 | 5.6889 | 512 | 0.9432 | 0.3682 | 0.9432 | 0.9712 |
308
+ | 0.3477 | 5.7111 | 514 | 0.9896 | 0.3124 | 0.9896 | 0.9948 |
309
+ | 0.3477 | 5.7333 | 516 | 1.0037 | 0.3243 | 1.0037 | 1.0019 |
310
+ | 0.3477 | 5.7556 | 518 | 0.9797 | 0.3278 | 0.9797 | 0.9898 |
311
+ | 0.3477 | 5.7778 | 520 | 0.9721 | 0.3414 | 0.9721 | 0.9860 |
312
+ | 0.3477 | 5.8 | 522 | 0.9775 | 0.3414 | 0.9775 | 0.9887 |
313
+ | 0.3477 | 5.8222 | 524 | 0.9983 | 0.3210 | 0.9983 | 0.9992 |
314
+ | 0.3477 | 5.8444 | 526 | 0.9710 | 0.3472 | 0.9710 | 0.9854 |
315
+ | 0.3477 | 5.8667 | 528 | 0.9322 | 0.4203 | 0.9322 | 0.9655 |
316
+ | 0.3477 | 5.8889 | 530 | 0.9413 | 0.4071 | 0.9413 | 0.9702 |
317
+ | 0.3477 | 5.9111 | 532 | 0.9034 | 0.4958 | 0.9034 | 0.9505 |
318
+ | 0.3477 | 5.9333 | 534 | 0.9130 | 0.4958 | 0.9130 | 0.9555 |
319
+ | 0.3477 | 5.9556 | 536 | 0.9121 | 0.4958 | 0.9121 | 0.9551 |
320
+ | 0.3477 | 5.9778 | 538 | 0.9287 | 0.4326 | 0.9287 | 0.9637 |
321
+ | 0.3477 | 6.0 | 540 | 1.0583 | 0.3568 | 1.0583 | 1.0287 |
322
+ | 0.3477 | 6.0222 | 542 | 1.1316 | 0.3227 | 1.1316 | 1.0638 |
323
+ | 0.3477 | 6.0444 | 544 | 1.0494 | 0.3864 | 1.0494 | 1.0244 |
324
+ | 0.3477 | 6.0667 | 546 | 0.9340 | 0.4169 | 0.9340 | 0.9664 |
325
+ | 0.3477 | 6.0889 | 548 | 0.8571 | 0.4327 | 0.8571 | 0.9258 |
326
+ | 0.3477 | 6.1111 | 550 | 0.8438 | 0.4468 | 0.8438 | 0.9186 |
327
+ | 0.3477 | 6.1333 | 552 | 0.8969 | 0.4456 | 0.8969 | 0.9470 |
328
+ | 0.3477 | 6.1556 | 554 | 0.9656 | 0.3577 | 0.9656 | 0.9826 |
329
+ | 0.3477 | 6.1778 | 556 | 0.9555 | 0.4335 | 0.9555 | 0.9775 |
330
+ | 0.3477 | 6.2 | 558 | 0.9146 | 0.4335 | 0.9146 | 0.9564 |
331
+ | 0.3477 | 6.2222 | 560 | 0.8643 | 0.4309 | 0.8643 | 0.9297 |
332
+ | 0.3477 | 6.2444 | 562 | 0.8666 | 0.4309 | 0.8666 | 0.9309 |
333
+ | 0.3477 | 6.2667 | 564 | 0.8874 | 0.4309 | 0.8874 | 0.9420 |
334
+ | 0.3477 | 6.2889 | 566 | 0.8765 | 0.4168 | 0.8765 | 0.9362 |
335
+ | 0.3477 | 6.3111 | 568 | 0.8486 | 0.4063 | 0.8486 | 0.9212 |
336
+ | 0.3477 | 6.3333 | 570 | 0.8518 | 0.4078 | 0.8518 | 0.9229 |
337
+ | 0.3477 | 6.3556 | 572 | 0.9077 | 0.4343 | 0.9077 | 0.9527 |
338
+ | 0.3477 | 6.3778 | 574 | 0.9420 | 0.4334 | 0.9420 | 0.9706 |
339
+ | 0.3477 | 6.4 | 576 | 0.9171 | 0.4335 | 0.9171 | 0.9576 |
340
+ | 0.3477 | 6.4222 | 578 | 0.9378 | 0.4097 | 0.9378 | 0.9684 |
341
+ | 0.3477 | 6.4444 | 580 | 0.9651 | 0.4368 | 0.9651 | 0.9824 |
342
+ | 0.3477 | 6.4667 | 582 | 0.9772 | 0.4224 | 0.9772 | 0.9886 |
343
+ | 0.3477 | 6.4889 | 584 | 1.0378 | 0.4040 | 1.0378 | 1.0187 |
344
+ | 0.3477 | 6.5111 | 586 | 1.0256 | 0.4258 | 1.0255 | 1.0127 |
345
+ | 0.3477 | 6.5333 | 588 | 0.9996 | 0.4785 | 0.9996 | 0.9998 |
346
+ | 0.3477 | 6.5556 | 590 | 0.9784 | 0.4326 | 0.9784 | 0.9891 |
347
+ | 0.3477 | 6.5778 | 592 | 0.8991 | 0.3494 | 0.8991 | 0.9482 |
348
+ | 0.3477 | 6.6 | 594 | 0.8855 | 0.3485 | 0.8855 | 0.9410 |
349
+ | 0.3477 | 6.6222 | 596 | 0.9082 | 0.3304 | 0.9082 | 0.9530 |
350
+ | 0.3477 | 6.6444 | 598 | 0.9128 | 0.3153 | 0.9128 | 0.9554 |
351
+ | 0.3477 | 6.6667 | 600 | 0.9585 | 0.3474 | 0.9585 | 0.9791 |
352
+ | 0.3477 | 6.6889 | 602 | 1.0055 | 0.2012 | 1.0055 | 1.0027 |
353
+ | 0.3477 | 6.7111 | 604 | 1.0062 | 0.2012 | 1.0062 | 1.0031 |
354
+ | 0.3477 | 6.7333 | 606 | 1.0396 | 0.2012 | 1.0396 | 1.0196 |
355
+ | 0.3477 | 6.7556 | 608 | 1.0516 | 0.2076 | 1.0516 | 1.0255 |
356
+ | 0.3477 | 6.7778 | 610 | 1.0099 | 0.2012 | 1.0099 | 1.0049 |
357
 
358
 
359
  ### Framework versions