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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_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: 0.8198
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- - Qwk: 0.3837
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- - Mse: 0.8198
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- - Rmse: 0.9054
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  ## Model description
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@@ -47,158 +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 | 0.6667 | 2 | 8.9796 | -0.0037 | 8.9796 | 2.9966 |
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- | No log | 1.3333 | 4 | 5.8199 | 0.0281 | 5.8199 | 2.4124 |
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- | No log | 2.0 | 6 | 3.3361 | 0.0173 | 3.3361 | 1.8265 |
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- | No log | 2.6667 | 8 | 2.0996 | 0.1892 | 2.0996 | 1.4490 |
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- | No log | 3.3333 | 10 | 1.4196 | 0.1394 | 1.4196 | 1.1915 |
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- | No log | 4.0 | 12 | 0.9964 | 0.3007 | 0.9964 | 0.9982 |
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- | No log | 4.6667 | 14 | 0.9374 | 0.3280 | 0.9374 | 0.9682 |
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- | No log | 5.3333 | 16 | 1.0161 | 0.3421 | 1.0161 | 1.0080 |
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- | No log | 6.0 | 18 | 1.2001 | 0.3021 | 1.2001 | 1.0955 |
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- | No log | 6.6667 | 20 | 1.3631 | 0.1900 | 1.3631 | 1.1675 |
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- | No log | 7.3333 | 22 | 2.1209 | 0.1763 | 2.1209 | 1.4563 |
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- | No log | 8.0 | 24 | 2.0626 | 0.1961 | 2.0626 | 1.4362 |
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- | No log | 8.6667 | 26 | 1.2964 | 0.1501 | 1.2964 | 1.1386 |
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- | No log | 9.3333 | 28 | 1.0116 | 0.3772 | 1.0116 | 1.0058 |
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- | No log | 10.0 | 30 | 0.9880 | 0.4186 | 0.9880 | 0.9940 |
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- | No log | 10.6667 | 32 | 1.1597 | 0.4012 | 1.1597 | 1.0769 |
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- | No log | 11.3333 | 34 | 1.1854 | 0.3957 | 1.1854 | 1.0888 |
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- | No log | 12.0 | 36 | 1.0054 | 0.4258 | 1.0054 | 1.0027 |
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- | No log | 12.6667 | 38 | 1.0089 | 0.3834 | 1.0089 | 1.0044 |
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- | No log | 13.3333 | 40 | 1.1008 | 0.4458 | 1.1008 | 1.0492 |
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- | No log | 14.0 | 42 | 1.0049 | 0.3718 | 1.0049 | 1.0024 |
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- | No log | 14.6667 | 44 | 0.9209 | 0.3485 | 0.9209 | 0.9596 |
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- | No log | 15.3333 | 46 | 1.0022 | 0.3067 | 1.0022 | 1.0011 |
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- | No log | 16.0 | 48 | 0.9570 | 0.2057 | 0.9570 | 0.9783 |
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- | No log | 16.6667 | 50 | 0.9841 | 0.4424 | 0.9841 | 0.9920 |
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- | No log | 17.3333 | 52 | 1.1034 | 0.4641 | 1.1034 | 1.0504 |
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- | No log | 18.0 | 54 | 0.9986 | 0.4767 | 0.9986 | 0.9993 |
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- | No log | 18.6667 | 56 | 0.9746 | 0.2114 | 0.9746 | 0.9872 |
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- | No log | 19.3333 | 58 | 1.0163 | 0.2288 | 1.0163 | 1.0081 |
81
- | No log | 20.0 | 60 | 0.9305 | 0.2746 | 0.9305 | 0.9646 |
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- | No log | 20.6667 | 62 | 0.8636 | 0.3257 | 0.8636 | 0.9293 |
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- | No log | 21.3333 | 64 | 0.8777 | 0.3986 | 0.8777 | 0.9369 |
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- | No log | 22.0 | 66 | 0.8609 | 0.3952 | 0.8609 | 0.9278 |
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- | No log | 22.6667 | 68 | 0.8964 | 0.4249 | 0.8964 | 0.9468 |
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- | No log | 23.3333 | 70 | 0.8749 | 0.4242 | 0.8749 | 0.9354 |
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- | No log | 24.0 | 72 | 0.8674 | 0.4215 | 0.8674 | 0.9313 |
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- | No log | 24.6667 | 74 | 0.9325 | 0.4880 | 0.9325 | 0.9657 |
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- | No log | 25.3333 | 76 | 0.9361 | 0.4775 | 0.9361 | 0.9675 |
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- | No log | 26.0 | 78 | 0.8957 | 0.4 | 0.8957 | 0.9464 |
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- | No log | 26.6667 | 80 | 0.8952 | 0.4321 | 0.8952 | 0.9461 |
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- | No log | 27.3333 | 82 | 0.8843 | 0.4093 | 0.8843 | 0.9404 |
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- | No log | 28.0 | 84 | 0.8758 | 0.4321 | 0.8758 | 0.9358 |
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- | No log | 28.6667 | 86 | 0.9259 | 0.3272 | 0.9259 | 0.9622 |
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- | No log | 29.3333 | 88 | 0.9038 | 0.3151 | 0.9038 | 0.9507 |
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- | No log | 30.0 | 90 | 0.8649 | 0.4069 | 0.8649 | 0.9300 |
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- | No log | 30.6667 | 92 | 0.8813 | 0.4087 | 0.8813 | 0.9388 |
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- | No log | 31.3333 | 94 | 0.8921 | 0.4238 | 0.8921 | 0.9445 |
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- | No log | 32.0 | 96 | 0.8744 | 0.4221 | 0.8744 | 0.9351 |
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- | No log | 32.6667 | 98 | 0.8597 | 0.3656 | 0.8597 | 0.9272 |
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- | No log | 33.3333 | 100 | 0.8574 | 0.3011 | 0.8574 | 0.9260 |
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- | No log | 34.0 | 102 | 0.8613 | 0.2619 | 0.8613 | 0.9281 |
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- | No log | 34.6667 | 104 | 0.8902 | 0.3795 | 0.8902 | 0.9435 |
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- | No log | 35.3333 | 106 | 1.0775 | 0.4808 | 1.0775 | 1.0380 |
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- | No log | 36.0 | 108 | 1.0725 | 0.4917 | 1.0725 | 1.0356 |
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- | No log | 36.6667 | 110 | 0.9323 | 0.4118 | 0.9323 | 0.9656 |
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- | No log | 37.3333 | 112 | 0.9009 | 0.3517 | 0.9009 | 0.9492 |
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- | No log | 38.0 | 114 | 0.9209 | 0.3008 | 0.9209 | 0.9596 |
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- | No log | 38.6667 | 116 | 0.9539 | 0.2600 | 0.9539 | 0.9767 |
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- | No log | 39.3333 | 118 | 0.9192 | 0.3008 | 0.9192 | 0.9587 |
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- | No log | 40.0 | 120 | 0.8954 | 0.3517 | 0.8954 | 0.9462 |
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- | No log | 40.6667 | 122 | 0.9339 | 0.3986 | 0.9339 | 0.9664 |
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- | No log | 41.3333 | 124 | 0.9799 | 0.4265 | 0.9799 | 0.9899 |
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- | No log | 42.0 | 126 | 0.9379 | 0.4221 | 0.9379 | 0.9685 |
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- | No log | 42.6667 | 128 | 0.8803 | 0.3517 | 0.8803 | 0.9382 |
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- | No log | 43.3333 | 130 | 0.8751 | 0.3117 | 0.8751 | 0.9355 |
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- | No log | 44.0 | 132 | 0.8911 | 0.2391 | 0.8911 | 0.9440 |
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- | No log | 44.6667 | 134 | 0.8972 | 0.2492 | 0.8972 | 0.9472 |
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- | No log | 45.3333 | 136 | 0.8711 | 0.2692 | 0.8711 | 0.9333 |
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- | No log | 46.0 | 138 | 0.8594 | 0.3236 | 0.8594 | 0.9270 |
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- | No log | 46.6667 | 140 | 0.8634 | 0.3854 | 0.8634 | 0.9292 |
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- | No log | 47.3333 | 142 | 0.8579 | 0.3816 | 0.8579 | 0.9262 |
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- | No log | 48.0 | 144 | 0.8524 | 0.3915 | 0.8524 | 0.9233 |
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- | No log | 48.6667 | 146 | 0.8531 | 0.3636 | 0.8531 | 0.9237 |
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- | No log | 49.3333 | 148 | 0.8551 | 0.2692 | 0.8551 | 0.9247 |
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- | No log | 50.0 | 150 | 0.8479 | 0.3733 | 0.8479 | 0.9208 |
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- | No log | 50.6667 | 152 | 0.8447 | 0.3517 | 0.8447 | 0.9191 |
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- | No log | 51.3333 | 154 | 0.8460 | 0.3952 | 0.8460 | 0.9198 |
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- | No log | 52.0 | 156 | 0.8413 | 0.3952 | 0.8413 | 0.9172 |
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- | No log | 52.6667 | 158 | 0.8366 | 0.3816 | 0.8366 | 0.9146 |
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- | No log | 53.3333 | 160 | 0.8372 | 0.3680 | 0.8372 | 0.9150 |
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- | No log | 54.0 | 162 | 0.8513 | 0.2812 | 0.8513 | 0.9226 |
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- | No log | 54.6667 | 164 | 0.8769 | 0.2618 | 0.8769 | 0.9364 |
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- | No log | 55.3333 | 166 | 0.8775 | 0.2214 | 0.8775 | 0.9368 |
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- | No log | 56.0 | 168 | 0.8517 | 0.3280 | 0.8517 | 0.9229 |
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- | No log | 56.6667 | 170 | 0.8485 | 0.3540 | 0.8485 | 0.9211 |
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- | No log | 57.3333 | 172 | 0.8525 | 0.3540 | 0.8525 | 0.9233 |
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- | No log | 58.0 | 174 | 0.8496 | 0.3540 | 0.8496 | 0.9217 |
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- | No log | 58.6667 | 176 | 0.8523 | 0.3540 | 0.8523 | 0.9232 |
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- | No log | 59.3333 | 178 | 0.8759 | 0.2596 | 0.8759 | 0.9359 |
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- | No log | 60.0 | 180 | 0.9304 | 0.2480 | 0.9304 | 0.9646 |
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- | No log | 60.6667 | 182 | 0.9467 | 0.3048 | 0.9467 | 0.9730 |
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- | No log | 61.3333 | 184 | 0.9193 | 0.2744 | 0.9193 | 0.9588 |
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- | No log | 62.0 | 186 | 0.8798 | 0.2865 | 0.8798 | 0.9380 |
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- | No log | 62.6667 | 188 | 0.8554 | 0.3446 | 0.8554 | 0.9249 |
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- | No log | 63.3333 | 190 | 0.8462 | 0.3933 | 0.8462 | 0.9199 |
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- | No log | 64.0 | 192 | 0.8461 | 0.3636 | 0.8461 | 0.9198 |
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- | No log | 64.6667 | 194 | 0.8631 | 0.2541 | 0.8631 | 0.9291 |
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- | No log | 65.3333 | 196 | 0.8829 | 0.2239 | 0.8829 | 0.9396 |
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- | No log | 66.0 | 198 | 0.8822 | 0.2239 | 0.8822 | 0.9392 |
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- | No log | 66.6667 | 200 | 0.8570 | 0.2667 | 0.8570 | 0.9258 |
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- | No log | 67.3333 | 202 | 0.8509 | 0.2667 | 0.8509 | 0.9224 |
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- | No log | 68.0 | 204 | 0.8576 | 0.2667 | 0.8576 | 0.9261 |
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- | No log | 68.6667 | 206 | 0.8439 | 0.3117 | 0.8439 | 0.9186 |
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- | No log | 69.3333 | 208 | 0.8215 | 0.3540 | 0.8215 | 0.9063 |
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- | No log | 70.0 | 210 | 0.8161 | 0.4450 | 0.8161 | 0.9034 |
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- | No log | 70.6667 | 212 | 0.8212 | 0.4221 | 0.8212 | 0.9062 |
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- | No log | 71.3333 | 214 | 0.8285 | 0.4221 | 0.8285 | 0.9102 |
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- | No log | 72.0 | 216 | 0.8194 | 0.4221 | 0.8194 | 0.9052 |
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- | No log | 72.6667 | 218 | 0.8089 | 0.4477 | 0.8089 | 0.8994 |
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- | No log | 73.3333 | 220 | 0.8053 | 0.4083 | 0.8053 | 0.8974 |
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- | No log | 74.0 | 222 | 0.8074 | 0.4138 | 0.8074 | 0.8985 |
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- | No log | 74.6667 | 224 | 0.8137 | 0.3837 | 0.8137 | 0.9021 |
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- | No log | 75.3333 | 226 | 0.8211 | 0.3837 | 0.8211 | 0.9062 |
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- | No log | 76.0 | 228 | 0.8196 | 0.3837 | 0.8196 | 0.9053 |
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- | No log | 76.6667 | 230 | 0.8179 | 0.3837 | 0.8179 | 0.9044 |
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- | No log | 77.3333 | 232 | 0.8226 | 0.3414 | 0.8226 | 0.9069 |
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- | No log | 78.0 | 234 | 0.8258 | 0.3414 | 0.8258 | 0.9087 |
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- | No log | 78.6667 | 236 | 0.8268 | 0.3414 | 0.8268 | 0.9093 |
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- | No log | 79.3333 | 238 | 0.8282 | 0.3200 | 0.8282 | 0.9101 |
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- | No log | 80.0 | 240 | 0.8328 | 0.3816 | 0.8328 | 0.9126 |
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- | No log | 80.6667 | 242 | 0.8301 | 0.3816 | 0.8301 | 0.9111 |
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- | No log | 81.3333 | 244 | 0.8263 | 0.3797 | 0.8263 | 0.9090 |
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- | No log | 82.0 | 246 | 0.8245 | 0.3616 | 0.8245 | 0.9080 |
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- | No log | 82.6667 | 248 | 0.8234 | 0.3797 | 0.8234 | 0.9074 |
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- | No log | 83.3333 | 250 | 0.8220 | 0.3837 | 0.8220 | 0.9066 |
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- | No log | 84.0 | 252 | 0.8256 | 0.3837 | 0.8256 | 0.9086 |
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- | No log | 84.6667 | 254 | 0.8299 | 0.3837 | 0.8299 | 0.9110 |
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- | No log | 85.3333 | 256 | 0.8311 | 0.3837 | 0.8311 | 0.9117 |
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- | No log | 86.0 | 258 | 0.8289 | 0.3837 | 0.8289 | 0.9104 |
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- | No log | 86.6667 | 260 | 0.8245 | 0.3837 | 0.8245 | 0.9080 |
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- | No log | 87.3333 | 262 | 0.8227 | 0.3837 | 0.8227 | 0.9070 |
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- | No log | 88.0 | 264 | 0.8245 | 0.3200 | 0.8245 | 0.9080 |
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- | No log | 88.6667 | 266 | 0.8267 | 0.3517 | 0.8267 | 0.9092 |
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- | No log | 89.3333 | 268 | 0.8283 | 0.3816 | 0.8283 | 0.9101 |
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- | No log | 90.0 | 270 | 0.8271 | 0.3816 | 0.8271 | 0.9095 |
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- | No log | 90.6667 | 272 | 0.8259 | 0.3816 | 0.8259 | 0.9088 |
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- | No log | 91.3333 | 274 | 0.8240 | 0.3816 | 0.8240 | 0.9078 |
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- | No log | 92.0 | 276 | 0.8217 | 0.3797 | 0.8217 | 0.9064 |
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- | No log | 92.6667 | 278 | 0.8203 | 0.3837 | 0.8203 | 0.9057 |
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- | No log | 93.3333 | 280 | 0.8197 | 0.3837 | 0.8197 | 0.9054 |
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- | No log | 94.0 | 282 | 0.8199 | 0.3837 | 0.8199 | 0.9055 |
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- | No log | 94.6667 | 284 | 0.8204 | 0.3837 | 0.8204 | 0.9058 |
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- | No log | 95.3333 | 286 | 0.8211 | 0.3837 | 0.8211 | 0.9062 |
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- | No log | 96.0 | 288 | 0.8208 | 0.3837 | 0.8208 | 0.9060 |
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- | No log | 96.6667 | 290 | 0.8200 | 0.3837 | 0.8200 | 0.9055 |
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- | No log | 97.3333 | 292 | 0.8196 | 0.3837 | 0.8196 | 0.9053 |
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- | No log | 98.0 | 294 | 0.8195 | 0.3837 | 0.8195 | 0.9053 |
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- | No log | 98.6667 | 296 | 0.8197 | 0.3837 | 0.8197 | 0.9054 |
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- | No log | 99.3333 | 298 | 0.8198 | 0.3837 | 0.8198 | 0.9054 |
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- | No log | 100.0 | 300 | 0.8198 | 0.3837 | 0.8198 | 0.9054 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_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:
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+ - Loss: 1.1284
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+ - Qwk: 0.0556
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+ - Mse: 1.1284
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+ - Rmse: 1.0623
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  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.4 | 2 | 3.9424 | -0.0109 | 3.9424 | 1.9856 |
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+ | No log | 0.8 | 4 | 2.1749 | 0.0357 | 2.1749 | 1.4748 |
54
+ | No log | 1.2 | 6 | 1.7505 | -0.0288 | 1.7505 | 1.3231 |
55
+ | No log | 1.6 | 8 | 1.3908 | 0.1463 | 1.3908 | 1.1793 |
56
+ | No log | 2.0 | 10 | 1.0239 | 0.3082 | 1.0239 | 1.0119 |
57
+ | No log | 2.4 | 12 | 0.9474 | 0.3688 | 0.9474 | 0.9734 |
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+ | No log | 2.8 | 14 | 1.0368 | 0.2268 | 1.0368 | 1.0183 |
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+ | No log | 3.2 | 16 | 0.9209 | 0.4365 | 0.9209 | 0.9596 |
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+ | No log | 3.6 | 18 | 0.9337 | 0.3396 | 0.9337 | 0.9663 |
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+ | No log | 4.0 | 20 | 0.9609 | 0.3510 | 0.9609 | 0.9802 |
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+ | No log | 4.4 | 22 | 0.9379 | 0.2981 | 0.9379 | 0.9685 |
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+ | No log | 4.8 | 24 | 0.9718 | 0.2865 | 0.9718 | 0.9858 |
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+ | No log | 5.2 | 26 | 1.0579 | 0.2416 | 1.0579 | 1.0285 |
65
+ | No log | 5.6 | 28 | 1.0804 | 0.1962 | 1.0804 | 1.0394 |
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+ | No log | 6.0 | 30 | 1.0598 | 0.2672 | 1.0598 | 1.0295 |
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+ | No log | 6.4 | 32 | 1.1437 | 0.0823 | 1.1437 | 1.0694 |
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+ | No log | 6.8 | 34 | 1.2664 | 0.0454 | 1.2664 | 1.1254 |
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+ | No log | 7.2 | 36 | 1.1920 | 0.0947 | 1.1920 | 1.0918 |
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+ | No log | 7.6 | 38 | 1.0807 | 0.1810 | 1.0807 | 1.0396 |
71
+ | No log | 8.0 | 40 | 1.0469 | 0.3139 | 1.0469 | 1.0232 |
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+ | No log | 8.4 | 42 | 1.1135 | 0.1783 | 1.1135 | 1.0552 |
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+ | No log | 8.8 | 44 | 1.3308 | -0.0366 | 1.3308 | 1.1536 |
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+ | No log | 9.2 | 46 | 1.4643 | -0.0422 | 1.4643 | 1.2101 |
75
+ | No log | 9.6 | 48 | 1.5086 | 0.0876 | 1.5086 | 1.2282 |
76
+ | No log | 10.0 | 50 | 1.5770 | 0.0976 | 1.5770 | 1.2558 |
77
+ | No log | 10.4 | 52 | 1.6056 | -0.0212 | 1.6056 | 1.2671 |
78
+ | No log | 10.8 | 54 | 1.5472 | -0.0778 | 1.5472 | 1.2439 |
79
+ | No log | 11.2 | 56 | 1.4887 | 0.0579 | 1.4887 | 1.2201 |
80
+ | No log | 11.6 | 58 | 1.2836 | 0.0236 | 1.2836 | 1.1329 |
81
+ | No log | 12.0 | 60 | 1.1135 | 0.1101 | 1.1135 | 1.0552 |
82
+ | No log | 12.4 | 62 | 1.1493 | 0.0449 | 1.1493 | 1.0720 |
83
+ | No log | 12.8 | 64 | 1.2099 | 0.0395 | 1.2099 | 1.0999 |
84
+ | No log | 13.2 | 66 | 1.3105 | 0.0760 | 1.3105 | 1.1448 |
85
+ | No log | 13.6 | 68 | 1.3061 | 0.0817 | 1.3061 | 1.1429 |
86
+ | No log | 14.0 | 70 | 1.3761 | 0.0246 | 1.3761 | 1.1731 |
87
+ | No log | 14.4 | 72 | 1.4675 | 0.2038 | 1.4675 | 1.2114 |
88
+ | No log | 14.8 | 74 | 1.4929 | 0.1835 | 1.4929 | 1.2218 |
89
+ | No log | 15.2 | 76 | 1.3928 | 0.2614 | 1.3928 | 1.1802 |
90
+ | No log | 15.6 | 78 | 1.2371 | 0.1397 | 1.2371 | 1.1122 |
91
+ | No log | 16.0 | 80 | 1.1892 | 0.1992 | 1.1892 | 1.0905 |
92
+ | No log | 16.4 | 82 | 1.3037 | 0.1845 | 1.3037 | 1.1418 |
93
+ | No log | 16.8 | 84 | 1.5981 | 0.1728 | 1.5981 | 1.2642 |
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+ | No log | 17.2 | 86 | 1.6561 | 0.2015 | 1.6561 | 1.2869 |
95
+ | No log | 17.6 | 88 | 1.5197 | 0.2206 | 1.5197 | 1.2328 |
96
+ | No log | 18.0 | 90 | 1.2789 | 0.1221 | 1.2789 | 1.1309 |
97
+ | No log | 18.4 | 92 | 1.2210 | 0.0780 | 1.2210 | 1.1050 |
98
+ | No log | 18.8 | 94 | 1.2552 | 0.1170 | 1.2552 | 1.1204 |
99
+ | No log | 19.2 | 96 | 1.3097 | 0.0931 | 1.3097 | 1.1444 |
100
+ | No log | 19.6 | 98 | 1.2791 | 0.1288 | 1.2791 | 1.1310 |
101
+ | No log | 20.0 | 100 | 1.1891 | 0.1081 | 1.1891 | 1.0904 |
102
+ | No log | 20.4 | 102 | 1.0304 | 0.1418 | 1.0304 | 1.0151 |
103
+ | No log | 20.8 | 104 | 0.9614 | 0.3178 | 0.9614 | 0.9805 |
104
+ | No log | 21.2 | 106 | 0.9455 | 0.3301 | 0.9455 | 0.9724 |
105
+ | No log | 21.6 | 108 | 0.9952 | 0.2322 | 0.9952 | 0.9976 |
106
+ | No log | 22.0 | 110 | 1.2840 | 0.2203 | 1.2840 | 1.1332 |
107
+ | No log | 22.4 | 112 | 1.5317 | 0.2424 | 1.5317 | 1.2376 |
108
+ | No log | 22.8 | 114 | 1.5020 | 0.2424 | 1.5020 | 1.2255 |
109
+ | No log | 23.2 | 116 | 1.4154 | 0.2126 | 1.4154 | 1.1897 |
110
+ | No log | 23.6 | 118 | 1.2262 | 0.2015 | 1.2262 | 1.1073 |
111
+ | No log | 24.0 | 120 | 0.9446 | 0.2678 | 0.9446 | 0.9719 |
112
+ | No log | 24.4 | 122 | 0.8544 | 0.4328 | 0.8544 | 0.9243 |
113
+ | No log | 24.8 | 124 | 0.8815 | 0.2288 | 0.8815 | 0.9389 |
114
+ | No log | 25.2 | 126 | 1.0880 | 0.1770 | 1.0880 | 1.0431 |
115
+ | No log | 25.6 | 128 | 1.2534 | 0.0510 | 1.2534 | 1.1196 |
116
+ | No log | 26.0 | 130 | 1.4322 | 0.0878 | 1.4322 | 1.1967 |
117
+ | No log | 26.4 | 132 | 1.4800 | 0.1486 | 1.4800 | 1.2166 |
118
+ | No log | 26.8 | 134 | 1.4012 | 0.0510 | 1.4012 | 1.1837 |
119
+ | No log | 27.2 | 136 | 1.2504 | 0.0 | 1.2504 | 1.1182 |
120
+ | No log | 27.6 | 138 | 1.1374 | 0.0888 | 1.1374 | 1.0665 |
121
+ | No log | 28.0 | 140 | 1.0707 | 0.0919 | 1.0707 | 1.0347 |
122
+ | No log | 28.4 | 142 | 1.0695 | 0.0919 | 1.0695 | 1.0342 |
123
+ | No log | 28.8 | 144 | 1.1351 | 0.0888 | 1.1351 | 1.0654 |
124
+ | No log | 29.2 | 146 | 1.2103 | 0.0 | 1.2103 | 1.1002 |
125
+ | No log | 29.6 | 148 | 1.1912 | 0.0 | 1.1912 | 1.0914 |
126
+ | No log | 30.0 | 150 | 1.1710 | 0.1228 | 1.1710 | 1.0821 |
127
+ | No log | 30.4 | 152 | 1.0848 | 0.1697 | 1.0848 | 1.0416 |
128
+ | No log | 30.8 | 154 | 0.9605 | 0.2108 | 0.9605 | 0.9800 |
129
+ | No log | 31.2 | 156 | 0.9628 | 0.1292 | 0.9628 | 0.9812 |
130
+ | No log | 31.6 | 158 | 1.0200 | 0.1351 | 1.0200 | 1.0100 |
131
+ | No log | 32.0 | 160 | 1.1214 | 0.0964 | 1.1214 | 1.0590 |
132
+ | No log | 32.4 | 162 | 1.2008 | 0.0964 | 1.2008 | 1.0958 |
133
+ | No log | 32.8 | 164 | 1.2434 | 0.0673 | 1.2434 | 1.1151 |
134
+ | No log | 33.2 | 166 | 1.1630 | 0.0931 | 1.1630 | 1.0784 |
135
+ | No log | 33.6 | 168 | 1.0503 | 0.0193 | 1.0503 | 1.0249 |
136
+ | No log | 34.0 | 170 | 0.9994 | 0.1418 | 0.9994 | 0.9997 |
137
+ | No log | 34.4 | 172 | 1.0265 | 0.1292 | 1.0265 | 1.0132 |
138
+ | No log | 34.8 | 174 | 1.1233 | 0.0510 | 1.1233 | 1.0599 |
139
+ | No log | 35.2 | 176 | 1.1927 | 0.0618 | 1.1927 | 1.0921 |
140
+ | No log | 35.6 | 178 | 1.2186 | 0.0618 | 1.2186 | 1.1039 |
141
+ | No log | 36.0 | 180 | 1.2718 | -0.0244 | 1.2718 | 1.1278 |
142
+ | No log | 36.4 | 182 | 1.2792 | 0.0390 | 1.2792 | 1.1310 |
143
+ | No log | 36.8 | 184 | 1.3290 | 0.0390 | 1.3290 | 1.1528 |
144
+ | No log | 37.2 | 186 | 1.4326 | 0.0390 | 1.4326 | 1.1969 |
145
+ | No log | 37.6 | 188 | 1.5611 | 0.0390 | 1.5611 | 1.2495 |
146
+ | No log | 38.0 | 190 | 1.5503 | -0.0399 | 1.5503 | 1.2451 |
147
+ | No log | 38.4 | 192 | 1.4556 | -0.0244 | 1.4556 | 1.2065 |
148
+ | No log | 38.8 | 194 | 1.3321 | 0.0188 | 1.3321 | 1.1542 |
149
+ | No log | 39.2 | 196 | 1.2111 | 0.0068 | 1.2111 | 1.1005 |
150
+ | No log | 39.6 | 198 | 1.1501 | 0.0068 | 1.1501 | 1.0724 |
151
+ | No log | 40.0 | 200 | 1.1701 | 0.0122 | 1.1701 | 1.0817 |
152
+ | No log | 40.4 | 202 | 1.1917 | 0.0122 | 1.1917 | 1.0916 |
153
+ | No log | 40.8 | 204 | 1.1904 | 0.1024 | 1.1904 | 1.0911 |
154
+ | No log | 41.2 | 206 | 1.1195 | 0.1434 | 1.1195 | 1.0580 |
155
+ | No log | 41.6 | 208 | 1.0769 | 0.1528 | 1.0769 | 1.0377 |
156
+ | No log | 42.0 | 210 | 0.9953 | 0.2161 | 0.9953 | 0.9976 |
157
+ | No log | 42.4 | 212 | 0.9852 | 0.1854 | 0.9852 | 0.9926 |
158
+ | No log | 42.8 | 214 | 1.0449 | 0.1330 | 1.0449 | 1.0222 |
159
+ | No log | 43.2 | 216 | 1.1401 | 0.1370 | 1.1401 | 1.0678 |
160
+ | No log | 43.6 | 218 | 1.1915 | 0.0878 | 1.1915 | 1.0916 |
161
+ | No log | 44.0 | 220 | 1.1922 | 0.0878 | 1.1922 | 1.0919 |
162
+ | No log | 44.4 | 222 | 1.1573 | 0.0401 | 1.1573 | 1.0758 |
163
+ | No log | 44.8 | 224 | 1.1094 | 0.0 | 1.1094 | 1.0533 |
164
+ | No log | 45.2 | 226 | 1.1375 | 0.0 | 1.1375 | 1.0665 |
165
+ | No log | 45.6 | 228 | 1.2182 | 0.0401 | 1.2182 | 1.1037 |
166
+ | No log | 46.0 | 230 | 1.3215 | 0.0878 | 1.3215 | 1.1496 |
167
+ | No log | 46.4 | 232 | 1.3393 | 0.0878 | 1.3393 | 1.1573 |
168
+ | No log | 46.8 | 234 | 1.2925 | 0.0122 | 1.2925 | 1.1369 |
169
+ | No log | 47.2 | 236 | 1.2290 | 0.0 | 1.2290 | 1.1086 |
170
+ | No log | 47.6 | 238 | 1.1807 | 0.0445 | 1.1807 | 1.0866 |
171
+ | No log | 48.0 | 240 | 1.1539 | 0.0445 | 1.1539 | 1.0742 |
172
+ | No log | 48.4 | 242 | 1.1869 | 0.0556 | 1.1869 | 1.0895 |
173
+ | No log | 48.8 | 244 | 1.1978 | 0.0556 | 1.1978 | 1.0944 |
174
+ | No log | 49.2 | 246 | 1.1844 | 0.0556 | 1.1844 | 1.0883 |
175
+ | No log | 49.6 | 248 | 1.1549 | 0.0556 | 1.1549 | 1.0747 |
176
+ | No log | 50.0 | 250 | 1.1680 | 0.0931 | 1.1680 | 1.0807 |
177
+ | No log | 50.4 | 252 | 1.1402 | 0.0931 | 1.1402 | 1.0678 |
178
+ | No log | 50.8 | 254 | 1.1046 | 0.0445 | 1.1046 | 1.0510 |
179
+ | No log | 51.2 | 256 | 1.1400 | 0.0556 | 1.1400 | 1.0677 |
180
+ | No log | 51.6 | 258 | 1.2281 | 0.0122 | 1.2281 | 1.1082 |
181
+ | No log | 52.0 | 260 | 1.2801 | 0.0122 | 1.2801 | 1.1314 |
182
+ | No log | 52.4 | 262 | 1.3030 | 0.0811 | 1.3030 | 1.1415 |
183
+ | No log | 52.8 | 264 | 1.3485 | 0.0811 | 1.3485 | 1.1613 |
184
+ | No log | 53.2 | 266 | 1.3522 | 0.0811 | 1.3522 | 1.1629 |
185
+ | No log | 53.6 | 268 | 1.2974 | 0.0811 | 1.2974 | 1.1390 |
186
+ | No log | 54.0 | 270 | 1.2392 | 0.0811 | 1.2392 | 1.1132 |
187
+ | No log | 54.4 | 272 | 1.2378 | 0.0811 | 1.2378 | 1.1125 |
188
+ | No log | 54.8 | 274 | 1.2072 | 0.0931 | 1.2072 | 1.0987 |
189
+ | No log | 55.2 | 276 | 1.1705 | 0.0931 | 1.1705 | 1.0819 |
190
+ | No log | 55.6 | 278 | 1.1303 | 0.0931 | 1.1303 | 1.0631 |
191
+ | No log | 56.0 | 280 | 1.1409 | 0.0931 | 1.1409 | 1.0681 |
192
+ | No log | 56.4 | 282 | 1.1319 | 0.0931 | 1.1319 | 1.0639 |
193
+ | No log | 56.8 | 284 | 1.1058 | 0.0931 | 1.1058 | 1.0516 |
194
+ | No log | 57.2 | 286 | 1.0640 | 0.0445 | 1.0640 | 1.0315 |
195
+ | No log | 57.6 | 288 | 1.0330 | 0.0888 | 1.0330 | 1.0164 |
196
+ | No log | 58.0 | 290 | 1.0191 | 0.1046 | 1.0191 | 1.0095 |
197
+ | No log | 58.4 | 292 | 1.0218 | 0.1046 | 1.0218 | 1.0108 |
198
+ | No log | 58.8 | 294 | 1.0274 | 0.0710 | 1.0274 | 1.0136 |
199
+ | No log | 59.2 | 296 | 1.0538 | 0.0931 | 1.0538 | 1.0265 |
200
+ | No log | 59.6 | 298 | 1.0734 | 0.1288 | 1.0734 | 1.0360 |
201
+ | No log | 60.0 | 300 | 1.0337 | 0.1351 | 1.0337 | 1.0167 |
202
+ | No log | 60.4 | 302 | 1.0035 | 0.0888 | 1.0035 | 1.0018 |
203
+ | No log | 60.8 | 304 | 1.0242 | 0.0888 | 1.0242 | 1.0120 |
204
+ | No log | 61.2 | 306 | 1.0775 | 0.0556 | 1.0775 | 1.0380 |
205
+ | No log | 61.6 | 308 | 1.1397 | 0.0556 | 1.1397 | 1.0676 |
206
+ | No log | 62.0 | 310 | 1.1756 | 0.0556 | 1.1756 | 1.0842 |
207
+ | No log | 62.4 | 312 | 1.2021 | 0.0556 | 1.2021 | 1.0964 |
208
+ | No log | 62.8 | 314 | 1.2047 | 0.0556 | 1.2047 | 1.0976 |
209
+ | No log | 63.2 | 316 | 1.1968 | 0.0931 | 1.1968 | 1.0940 |
210
+ | No log | 63.6 | 318 | 1.1892 | 0.0931 | 1.1892 | 1.0905 |
211
+ | No log | 64.0 | 320 | 1.2089 | 0.0931 | 1.2089 | 1.0995 |
212
+ | No log | 64.4 | 322 | 1.2437 | 0.0931 | 1.2437 | 1.1152 |
213
+ | No log | 64.8 | 324 | 1.2609 | 0.0878 | 1.2609 | 1.1229 |
214
+ | No log | 65.2 | 326 | 1.2287 | 0.1288 | 1.2287 | 1.1084 |
215
+ | No log | 65.6 | 328 | 1.1731 | 0.0931 | 1.1731 | 1.0831 |
216
+ | No log | 66.0 | 330 | 1.1199 | 0.0556 | 1.1199 | 1.0583 |
217
+ | No log | 66.4 | 332 | 1.1052 | 0.0445 | 1.1052 | 1.0513 |
218
+ | No log | 66.8 | 334 | 1.1256 | 0.0445 | 1.1256 | 1.0609 |
219
+ | No log | 67.2 | 336 | 1.1647 | 0.0 | 1.1647 | 1.0792 |
220
+ | No log | 67.6 | 338 | 1.1781 | 0.0122 | 1.1781 | 1.0854 |
221
+ | No log | 68.0 | 340 | 1.1816 | 0.0931 | 1.1816 | 1.0870 |
222
+ | No log | 68.4 | 342 | 1.1743 | 0.0931 | 1.1743 | 1.0837 |
223
+ | No log | 68.8 | 344 | 1.1385 | 0.0931 | 1.1385 | 1.0670 |
224
+ | No log | 69.2 | 346 | 1.0806 | 0.0833 | 1.0806 | 1.0395 |
225
+ | No log | 69.6 | 348 | 1.0472 | 0.0833 | 1.0472 | 1.0233 |
226
+ | No log | 70.0 | 350 | 1.0357 | 0.0833 | 1.0357 | 1.0177 |
227
+ | No log | 70.4 | 352 | 1.0472 | 0.0833 | 1.0472 | 1.0234 |
228
+ | No log | 70.8 | 354 | 1.0845 | 0.0833 | 1.0845 | 1.0414 |
229
+ | No log | 71.2 | 356 | 1.1119 | 0.0931 | 1.1119 | 1.0545 |
230
+ | No log | 71.6 | 358 | 1.1240 | 0.0931 | 1.1240 | 1.0602 |
231
+ | No log | 72.0 | 360 | 1.1094 | 0.0931 | 1.1094 | 1.0533 |
232
+ | No log | 72.4 | 362 | 1.0743 | 0.0931 | 1.0743 | 1.0365 |
233
+ | No log | 72.8 | 364 | 1.0342 | 0.0833 | 1.0342 | 1.0170 |
234
+ | No log | 73.2 | 366 | 1.0020 | 0.0445 | 1.0020 | 1.0010 |
235
+ | No log | 73.6 | 368 | 1.0080 | 0.0445 | 1.0080 | 1.0040 |
236
+ | No log | 74.0 | 370 | 1.0325 | 0.0445 | 1.0325 | 1.0161 |
237
+ | No log | 74.4 | 372 | 1.0777 | 0.0931 | 1.0777 | 1.0381 |
238
+ | No log | 74.8 | 374 | 1.0940 | 0.0931 | 1.0940 | 1.0459 |
239
+ | No log | 75.2 | 376 | 1.1060 | 0.0931 | 1.1060 | 1.0517 |
240
+ | No log | 75.6 | 378 | 1.1263 | 0.0931 | 1.1263 | 1.0613 |
241
+ | No log | 76.0 | 380 | 1.1315 | 0.0556 | 1.1315 | 1.0637 |
242
+ | No log | 76.4 | 382 | 1.1337 | 0.0556 | 1.1337 | 1.0648 |
243
+ | No log | 76.8 | 384 | 1.1366 | 0.0556 | 1.1366 | 1.0661 |
244
+ | No log | 77.2 | 386 | 1.1201 | 0.0556 | 1.1201 | 1.0584 |
245
+ | No log | 77.6 | 388 | 1.1073 | 0.0556 | 1.1073 | 1.0523 |
246
+ | No log | 78.0 | 390 | 1.0964 | 0.0556 | 1.0964 | 1.0471 |
247
+ | No log | 78.4 | 392 | 1.0900 | 0.0556 | 1.0900 | 1.0440 |
248
+ | No log | 78.8 | 394 | 1.0717 | 0.0445 | 1.0717 | 1.0352 |
249
+ | No log | 79.2 | 396 | 1.0541 | 0.0445 | 1.0541 | 1.0267 |
250
+ | No log | 79.6 | 398 | 1.0505 | 0.0445 | 1.0505 | 1.0250 |
251
+ | No log | 80.0 | 400 | 1.0494 | 0.0445 | 1.0494 | 1.0244 |
252
+ | No log | 80.4 | 402 | 1.0367 | 0.0445 | 1.0367 | 1.0182 |
253
+ | No log | 80.8 | 404 | 1.0335 | 0.0445 | 1.0335 | 1.0166 |
254
+ | No log | 81.2 | 406 | 1.0413 | 0.0445 | 1.0413 | 1.0204 |
255
+ | No log | 81.6 | 408 | 1.0418 | 0.0445 | 1.0418 | 1.0207 |
256
+ | No log | 82.0 | 410 | 1.0365 | 0.0445 | 1.0365 | 1.0181 |
257
+ | No log | 82.4 | 412 | 1.0351 | 0.0445 | 1.0351 | 1.0174 |
258
+ | No log | 82.8 | 414 | 1.0501 | 0.0445 | 1.0501 | 1.0247 |
259
+ | No log | 83.2 | 416 | 1.0557 | 0.0445 | 1.0557 | 1.0275 |
260
+ | No log | 83.6 | 418 | 1.0708 | 0.0445 | 1.0708 | 1.0348 |
261
+ | No log | 84.0 | 420 | 1.0819 | 0.0445 | 1.0819 | 1.0401 |
262
+ | No log | 84.4 | 422 | 1.0936 | 0.0445 | 1.0936 | 1.0458 |
263
+ | No log | 84.8 | 424 | 1.1109 | 0.0445 | 1.1109 | 1.0540 |
264
+ | No log | 85.2 | 426 | 1.1399 | 0.0556 | 1.1399 | 1.0677 |
265
+ | No log | 85.6 | 428 | 1.1785 | 0.0556 | 1.1785 | 1.0856 |
266
+ | No log | 86.0 | 430 | 1.2063 | 0.0556 | 1.2063 | 1.0983 |
267
+ | No log | 86.4 | 432 | 1.2203 | 0.0556 | 1.2203 | 1.1047 |
268
+ | No log | 86.8 | 434 | 1.2236 | 0.0556 | 1.2236 | 1.1062 |
269
+ | No log | 87.2 | 436 | 1.2104 | 0.0556 | 1.2104 | 1.1002 |
270
+ | No log | 87.6 | 438 | 1.1862 | 0.0556 | 1.1862 | 1.0891 |
271
+ | No log | 88.0 | 440 | 1.1688 | 0.0556 | 1.1688 | 1.0811 |
272
+ | No log | 88.4 | 442 | 1.1607 | 0.0556 | 1.1607 | 1.0773 |
273
+ | No log | 88.8 | 444 | 1.1575 | 0.0556 | 1.1575 | 1.0759 |
274
+ | No log | 89.2 | 446 | 1.1579 | 0.0556 | 1.1579 | 1.0761 |
275
+ | No log | 89.6 | 448 | 1.1638 | 0.0556 | 1.1638 | 1.0788 |
276
+ | No log | 90.0 | 450 | 1.1697 | 0.0556 | 1.1697 | 1.0815 |
277
+ | No log | 90.4 | 452 | 1.1648 | 0.0556 | 1.1648 | 1.0793 |
278
+ | No log | 90.8 | 454 | 1.1662 | 0.0556 | 1.1662 | 1.0799 |
279
+ | No log | 91.2 | 456 | 1.1636 | 0.0556 | 1.1636 | 1.0787 |
280
+ | No log | 91.6 | 458 | 1.1513 | 0.0556 | 1.1513 | 1.0730 |
281
+ | No log | 92.0 | 460 | 1.1393 | 0.0556 | 1.1393 | 1.0674 |
282
+ | No log | 92.4 | 462 | 1.1312 | 0.0556 | 1.1312 | 1.0636 |
283
+ | No log | 92.8 | 464 | 1.1326 | 0.0556 | 1.1326 | 1.0642 |
284
+ | No log | 93.2 | 466 | 1.1291 | 0.0556 | 1.1291 | 1.0626 |
285
+ | No log | 93.6 | 468 | 1.1294 | 0.0556 | 1.1294 | 1.0627 |
286
+ | No log | 94.0 | 470 | 1.1270 | 0.0556 | 1.1270 | 1.0616 |
287
+ | No log | 94.4 | 472 | 1.1249 | 0.0556 | 1.1249 | 1.0606 |
288
+ | No log | 94.8 | 474 | 1.1261 | 0.0556 | 1.1261 | 1.0612 |
289
+ | No log | 95.2 | 476 | 1.1297 | 0.0556 | 1.1297 | 1.0629 |
290
+ | No log | 95.6 | 478 | 1.1334 | 0.0556 | 1.1334 | 1.0646 |
291
+ | No log | 96.0 | 480 | 1.1337 | 0.0556 | 1.1337 | 1.0648 |
292
+ | No log | 96.4 | 482 | 1.1360 | 0.0556 | 1.1360 | 1.0658 |
293
+ | No log | 96.8 | 484 | 1.1364 | 0.0556 | 1.1364 | 1.0660 |
294
+ | No log | 97.2 | 486 | 1.1346 | 0.0556 | 1.1346 | 1.0652 |
295
+ | No log | 97.6 | 488 | 1.1339 | 0.0556 | 1.1339 | 1.0648 |
296
+ | No log | 98.0 | 490 | 1.1330 | 0.0556 | 1.1330 | 1.0644 |
297
+ | No log | 98.4 | 492 | 1.1302 | 0.0556 | 1.1302 | 1.0631 |
298
+ | No log | 98.8 | 494 | 1.1293 | 0.0556 | 1.1293 | 1.0627 |
299
+ | No log | 99.2 | 496 | 1.1291 | 0.0556 | 1.1291 | 1.0626 |
300
+ | No log | 99.6 | 498 | 1.1287 | 0.0556 | 1.1287 | 1.0624 |
301
+ | 0.1626 | 100.0 | 500 | 1.1284 | 0.0556 | 1.1284 | 1.0623 |
302
 
303
 
304
  ### Framework versions