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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task2_organization

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  1. README.md +158 -263
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task2_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: 0.9443
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- - Qwk: 0.2592
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- - Mse: 0.9443
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- - Rmse: 0.9717
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  ## Model description
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@@ -47,263 +47,158 @@ 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 | 0.2 | 2 | 4.5750 | 0.0010 | 4.5750 | 2.1389 |
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- | No log | 0.4 | 4 | 2.8360 | 0.0060 | 2.8360 | 1.6840 |
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- | No log | 0.6 | 6 | 1.8546 | 0.0504 | 1.8546 | 1.3618 |
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- | No log | 0.8 | 8 | 1.7081 | 0.0372 | 1.7081 | 1.3069 |
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- | No log | 1.0 | 10 | 1.3377 | 0.1230 | 1.3377 | 1.1566 |
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- | No log | 1.2 | 12 | 1.2457 | 0.1273 | 1.2457 | 1.1161 |
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- | No log | 1.4 | 14 | 1.1737 | 0.1076 | 1.1737 | 1.0834 |
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- | No log | 1.6 | 16 | 1.1571 | 0.0909 | 1.1571 | 1.0757 |
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- | No log | 1.8 | 18 | 1.2525 | 0.2071 | 1.2525 | 1.1191 |
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- | No log | 2.0 | 20 | 1.1619 | 0.2168 | 1.1619 | 1.0779 |
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- | No log | 2.2 | 22 | 1.1617 | 0.2319 | 1.1617 | 1.0778 |
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- | No log | 2.4 | 24 | 1.1744 | 0.2913 | 1.1744 | 1.0837 |
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- | No log | 2.6 | 26 | 1.0998 | 0.3457 | 1.0998 | 1.0487 |
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- | No log | 2.8 | 28 | 1.0527 | 0.4180 | 1.0527 | 1.0260 |
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- | No log | 3.0 | 30 | 1.0402 | 0.4289 | 1.0402 | 1.0199 |
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- | No log | 3.2 | 32 | 1.0481 | 0.3762 | 1.0481 | 1.0238 |
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- | No log | 3.4 | 34 | 1.2411 | 0.3128 | 1.2411 | 1.1141 |
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- | No log | 3.6 | 36 | 1.5981 | 0.1276 | 1.5981 | 1.2641 |
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- | No log | 3.8 | 38 | 1.2132 | 0.2777 | 1.2132 | 1.1015 |
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- | No log | 4.0 | 40 | 0.9770 | 0.3263 | 0.9770 | 0.9884 |
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- | No log | 4.2 | 42 | 0.9823 | 0.2290 | 0.9823 | 0.9911 |
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- | No log | 4.4 | 44 | 0.9171 | 0.3493 | 0.9171 | 0.9576 |
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- | No log | 4.6 | 46 | 0.9032 | 0.4118 | 0.9032 | 0.9504 |
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- | No log | 4.8 | 48 | 0.9586 | 0.4341 | 0.9586 | 0.9791 |
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- | No log | 5.0 | 50 | 0.9746 | 0.4868 | 0.9746 | 0.9872 |
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- | No log | 5.2 | 52 | 0.8602 | 0.4608 | 0.8602 | 0.9275 |
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- | No log | 5.4 | 54 | 1.0020 | 0.3464 | 1.0020 | 1.0010 |
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- | No log | 5.6 | 56 | 1.1286 | 0.3349 | 1.1286 | 1.0624 |
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- | No log | 5.8 | 58 | 1.0471 | 0.3518 | 1.0471 | 1.0233 |
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- | No log | 6.0 | 60 | 0.8808 | 0.4754 | 0.8808 | 0.9385 |
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- | No log | 6.2 | 62 | 0.8910 | 0.4294 | 0.8910 | 0.9439 |
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- | No log | 6.4 | 64 | 0.8614 | 0.4418 | 0.8614 | 0.9281 |
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- | No log | 6.6 | 66 | 0.9447 | 0.4167 | 0.9447 | 0.9719 |
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- | No log | 6.8 | 68 | 0.9143 | 0.4293 | 0.9143 | 0.9562 |
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- | No log | 7.0 | 70 | 0.8465 | 0.4745 | 0.8465 | 0.9201 |
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- | No log | 7.2 | 72 | 0.8629 | 0.4563 | 0.8629 | 0.9289 |
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- | No log | 7.4 | 74 | 0.8765 | 0.4563 | 0.8765 | 0.9362 |
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- | No log | 7.6 | 76 | 0.8699 | 0.3998 | 0.8699 | 0.9327 |
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- | No log | 7.8 | 78 | 0.8668 | 0.3852 | 0.8668 | 0.9310 |
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- | No log | 8.0 | 80 | 0.9295 | 0.3913 | 0.9295 | 0.9641 |
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- | No log | 8.2 | 82 | 0.9486 | 0.3646 | 0.9486 | 0.9740 |
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- | No log | 8.4 | 84 | 0.9223 | 0.4397 | 0.9223 | 0.9604 |
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- | No log | 8.6 | 86 | 1.0410 | 0.4960 | 1.0410 | 1.0203 |
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- | No log | 8.8 | 88 | 0.9027 | 0.5561 | 0.9027 | 0.9501 |
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- | No log | 9.0 | 90 | 0.8590 | 0.4867 | 0.8590 | 0.9268 |
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- | No log | 9.2 | 92 | 0.9228 | 0.4805 | 0.9228 | 0.9606 |
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- | No log | 9.4 | 94 | 0.8155 | 0.4996 | 0.8155 | 0.9031 |
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- | No log | 9.6 | 96 | 1.0053 | 0.3923 | 1.0053 | 1.0026 |
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- | No log | 9.8 | 98 | 1.0413 | 0.3478 | 1.0413 | 1.0204 |
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- | No log | 10.0 | 100 | 0.8783 | 0.4623 | 0.8783 | 0.9372 |
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- | No log | 10.2 | 102 | 0.7897 | 0.5498 | 0.7897 | 0.8886 |
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- | No log | 10.4 | 104 | 0.7724 | 0.5596 | 0.7724 | 0.8788 |
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- | No log | 10.6 | 106 | 0.8231 | 0.5727 | 0.8231 | 0.9073 |
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- | No log | 10.8 | 108 | 0.9026 | 0.5266 | 0.9026 | 0.9500 |
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- | No log | 11.0 | 110 | 0.9236 | 0.5266 | 0.9236 | 0.9611 |
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- | No log | 11.2 | 112 | 0.8884 | 0.5515 | 0.8884 | 0.9425 |
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- | No log | 11.4 | 114 | 0.8530 | 0.5759 | 0.8530 | 0.9236 |
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- | No log | 11.6 | 116 | 0.8409 | 0.5521 | 0.8409 | 0.9170 |
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- | No log | 11.8 | 118 | 0.8576 | 0.5898 | 0.8576 | 0.9260 |
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- | No log | 12.0 | 120 | 0.9531 | 0.5258 | 0.9531 | 0.9763 |
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- | No log | 12.2 | 122 | 0.9370 | 0.5185 | 0.9370 | 0.9680 |
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- | No log | 12.4 | 124 | 0.9289 | 0.5192 | 0.9289 | 0.9638 |
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- | No log | 12.6 | 126 | 0.8813 | 0.5301 | 0.8813 | 0.9388 |
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- | No log | 12.8 | 128 | 0.8466 | 0.4859 | 0.8466 | 0.9201 |
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- | No log | 13.0 | 130 | 0.8676 | 0.4237 | 0.8676 | 0.9314 |
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- | No log | 13.2 | 132 | 0.9617 | 0.4694 | 0.9617 | 0.9807 |
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- | No log | 13.4 | 134 | 0.9520 | 0.4576 | 0.9520 | 0.9757 |
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- | No log | 13.6 | 136 | 0.9256 | 0.4607 | 0.9256 | 0.9621 |
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- | No log | 13.8 | 138 | 0.9765 | 0.4857 | 0.9765 | 0.9882 |
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- | No log | 14.0 | 140 | 1.0759 | 0.4767 | 1.0759 | 1.0373 |
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- | No log | 14.2 | 142 | 0.9970 | 0.4834 | 0.9970 | 0.9985 |
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- | No log | 14.4 | 144 | 0.8596 | 0.4560 | 0.8596 | 0.9271 |
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- | No log | 14.6 | 146 | 0.8977 | 0.4305 | 0.8977 | 0.9475 |
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- | No log | 14.8 | 148 | 0.8837 | 0.4216 | 0.8837 | 0.9401 |
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- | No log | 15.0 | 150 | 0.9636 | 0.5014 | 0.9636 | 0.9817 |
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- | No log | 15.2 | 152 | 0.9862 | 0.4898 | 0.9862 | 0.9931 |
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- | No log | 15.4 | 154 | 1.0083 | 0.4741 | 1.0083 | 1.0041 |
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- | No log | 15.6 | 156 | 0.9202 | 0.4785 | 0.9202 | 0.9592 |
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- | No log | 15.8 | 158 | 0.9128 | 0.2850 | 0.9128 | 0.9554 |
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- | No log | 16.0 | 160 | 0.9185 | 0.2944 | 0.9185 | 0.9584 |
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- | No log | 16.2 | 162 | 0.9558 | 0.4425 | 0.9558 | 0.9777 |
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- | No log | 16.4 | 164 | 1.0598 | 0.5016 | 1.0598 | 1.0295 |
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- | No log | 16.6 | 166 | 1.0676 | 0.4806 | 1.0676 | 1.0333 |
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- | No log | 16.8 | 168 | 0.9455 | 0.4275 | 0.9455 | 0.9724 |
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- | No log | 17.0 | 170 | 0.9339 | 0.3458 | 0.9339 | 0.9664 |
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- | No log | 17.2 | 172 | 0.9228 | 0.3458 | 0.9228 | 0.9606 |
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- | No log | 17.4 | 174 | 0.9726 | 0.4954 | 0.9726 | 0.9862 |
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- | No log | 17.6 | 176 | 1.0865 | 0.5016 | 1.0865 | 1.0423 |
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- | No log | 17.8 | 178 | 0.9980 | 0.5058 | 0.9980 | 0.9990 |
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- | No log | 18.0 | 180 | 0.8930 | 0.3210 | 0.8930 | 0.9450 |
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- | No log | 18.2 | 182 | 0.9025 | 0.3443 | 0.9025 | 0.9500 |
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- | No log | 18.4 | 184 | 0.8946 | 0.3443 | 0.8946 | 0.9458 |
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- | No log | 18.6 | 186 | 0.8756 | 0.3015 | 0.8756 | 0.9357 |
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- | No log | 18.8 | 188 | 0.8735 | 0.3399 | 0.8735 | 0.9346 |
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- | No log | 19.0 | 190 | 0.8716 | 0.3780 | 0.8716 | 0.9336 |
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- | No log | 19.2 | 192 | 0.8587 | 0.4084 | 0.8587 | 0.9267 |
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- | No log | 19.4 | 194 | 0.9239 | 0.5114 | 0.9239 | 0.9612 |
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- | No log | 19.6 | 196 | 0.9194 | 0.5114 | 0.9194 | 0.9588 |
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- | No log | 19.8 | 198 | 0.8526 | 0.4145 | 0.8526 | 0.9233 |
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- | No log | 20.0 | 200 | 0.8315 | 0.4768 | 0.8315 | 0.9119 |
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- | No log | 20.2 | 202 | 0.8254 | 0.4397 | 0.8254 | 0.9085 |
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- | No log | 20.4 | 204 | 0.9080 | 0.5192 | 0.9080 | 0.9529 |
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- | No log | 20.6 | 206 | 0.9772 | 0.5015 | 0.9772 | 0.9885 |
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- | No log | 20.8 | 208 | 0.8910 | 0.5042 | 0.8910 | 0.9439 |
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- | No log | 21.0 | 210 | 0.8433 | 0.4454 | 0.8433 | 0.9183 |
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- | No log | 21.2 | 212 | 0.8297 | 0.4871 | 0.8297 | 0.9109 |
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- | No log | 21.4 | 214 | 0.8516 | 0.4694 | 0.8516 | 0.9228 |
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- | No log | 21.6 | 216 | 0.8944 | 0.5058 | 0.8944 | 0.9457 |
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- | No log | 21.8 | 218 | 0.8550 | 0.4216 | 0.8550 | 0.9247 |
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- | No log | 22.0 | 220 | 0.8546 | 0.4122 | 0.8546 | 0.9244 |
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- | No log | 22.2 | 222 | 0.8897 | 0.4968 | 0.8897 | 0.9432 |
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- | No log | 22.4 | 224 | 0.9120 | 0.4722 | 0.9120 | 0.9550 |
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- | No log | 22.6 | 226 | 0.8850 | 0.3424 | 0.8850 | 0.9407 |
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- | No log | 22.8 | 228 | 0.8852 | 0.3256 | 0.8852 | 0.9409 |
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- | No log | 23.0 | 230 | 0.8828 | 0.3089 | 0.8828 | 0.9396 |
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- | No log | 23.2 | 232 | 0.8780 | 0.3185 | 0.8780 | 0.9370 |
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- | No log | 23.4 | 234 | 0.8741 | 0.3779 | 0.8741 | 0.9349 |
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- | No log | 23.6 | 236 | 0.8844 | 0.4454 | 0.8844 | 0.9404 |
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- | No log | 23.8 | 238 | 0.9722 | 0.5124 | 0.9722 | 0.9860 |
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- | No log | 24.0 | 240 | 1.0364 | 0.5002 | 1.0364 | 1.0180 |
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- | No log | 24.2 | 242 | 1.0664 | 0.4894 | 1.0664 | 1.0326 |
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- | No log | 24.4 | 244 | 0.9459 | 0.4463 | 0.9459 | 0.9726 |
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- | No log | 24.6 | 246 | 0.9007 | 0.3572 | 0.9007 | 0.9490 |
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- | No log | 24.8 | 248 | 0.9188 | 0.4034 | 0.9188 | 0.9586 |
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- | No log | 25.0 | 250 | 0.8966 | 0.3931 | 0.8966 | 0.9469 |
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- | No log | 25.2 | 252 | 0.9075 | 0.3936 | 0.9075 | 0.9526 |
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- | No log | 25.4 | 254 | 0.9602 | 0.3823 | 0.9602 | 0.9799 |
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- | No log | 25.6 | 256 | 1.1043 | 0.4269 | 1.1043 | 1.0509 |
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- | No log | 25.8 | 258 | 1.1298 | 0.4457 | 1.1298 | 1.0629 |
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- | No log | 26.0 | 260 | 1.0247 | 0.4453 | 1.0247 | 1.0123 |
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- | No log | 26.2 | 262 | 0.9293 | 0.3565 | 0.9293 | 0.9640 |
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- | No log | 26.4 | 264 | 0.9315 | 0.3756 | 0.9315 | 0.9651 |
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- | No log | 26.6 | 266 | 0.9265 | 0.3565 | 0.9265 | 0.9625 |
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- | No log | 26.8 | 268 | 0.9205 | 0.3565 | 0.9205 | 0.9594 |
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- | No log | 27.0 | 270 | 0.9337 | 0.3107 | 0.9337 | 0.9663 |
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- | No log | 27.2 | 272 | 0.9745 | 0.4286 | 0.9745 | 0.9872 |
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- | No log | 27.4 | 274 | 0.9534 | 0.3993 | 0.9534 | 0.9764 |
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- | No log | 27.6 | 276 | 0.8997 | 0.3632 | 0.8997 | 0.9485 |
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- | No log | 27.8 | 278 | 0.9030 | 0.3632 | 0.9030 | 0.9502 |
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- | No log | 28.0 | 280 | 0.9264 | 0.3256 | 0.9264 | 0.9625 |
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- | No log | 28.2 | 282 | 0.9064 | 0.3363 | 0.9064 | 0.9521 |
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- | No log | 28.4 | 284 | 0.9244 | 0.3335 | 0.9244 | 0.9614 |
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- | No log | 28.6 | 286 | 0.9486 | 0.3451 | 0.9486 | 0.9739 |
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- | No log | 28.8 | 288 | 0.9133 | 0.3747 | 0.9133 | 0.9557 |
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- | No log | 29.0 | 290 | 0.9008 | 0.4009 | 0.9008 | 0.9491 |
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- | No log | 29.2 | 292 | 0.9244 | 0.3557 | 0.9244 | 0.9615 |
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- | No log | 29.4 | 294 | 0.9437 | 0.3997 | 0.9437 | 0.9715 |
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- | No log | 29.6 | 296 | 0.9658 | 0.3923 | 0.9658 | 0.9827 |
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- | No log | 29.8 | 298 | 0.9417 | 0.3816 | 0.9417 | 0.9704 |
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- | No log | 30.0 | 300 | 0.9059 | 0.3590 | 0.9059 | 0.9518 |
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- | No log | 30.2 | 302 | 0.8868 | 0.3508 | 0.8868 | 0.9417 |
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- | No log | 30.4 | 304 | 0.8951 | 0.3762 | 0.8951 | 0.9461 |
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- | No log | 30.6 | 306 | 0.8988 | 0.3508 | 0.8988 | 0.9480 |
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- | No log | 30.8 | 308 | 0.9157 | 0.3771 | 0.9157 | 0.9569 |
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- | No log | 31.0 | 310 | 0.9390 | 0.3602 | 0.9390 | 0.9690 |
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- | No log | 31.2 | 312 | 0.9878 | 0.3409 | 0.9878 | 0.9939 |
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- | No log | 31.4 | 314 | 1.0064 | 0.3971 | 1.0064 | 1.0032 |
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- | No log | 31.6 | 316 | 0.9651 | 0.3876 | 0.9651 | 0.9824 |
210
- | No log | 31.8 | 318 | 0.9042 | 0.3217 | 0.9042 | 0.9509 |
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- | No log | 32.0 | 320 | 0.8854 | 0.4282 | 0.8854 | 0.9410 |
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- | No log | 32.2 | 322 | 0.8748 | 0.3896 | 0.8748 | 0.9353 |
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- | No log | 32.4 | 324 | 0.8969 | 0.4734 | 0.8969 | 0.9471 |
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- | No log | 32.6 | 326 | 1.0375 | 0.4645 | 1.0375 | 1.0186 |
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- | No log | 32.8 | 328 | 1.0924 | 0.4424 | 1.0924 | 1.0452 |
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- | No log | 33.0 | 330 | 0.9870 | 0.4960 | 0.9870 | 0.9935 |
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- | No log | 33.2 | 332 | 0.8618 | 0.4852 | 0.8618 | 0.9283 |
218
- | No log | 33.4 | 334 | 0.8282 | 0.4277 | 0.8282 | 0.9101 |
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- | No log | 33.6 | 336 | 0.8285 | 0.4277 | 0.8285 | 0.9102 |
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- | No log | 33.8 | 338 | 0.8791 | 0.4420 | 0.8791 | 0.9376 |
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- | No log | 34.0 | 340 | 0.9341 | 0.4167 | 0.9341 | 0.9665 |
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- | No log | 34.2 | 342 | 0.9685 | 0.4449 | 0.9685 | 0.9841 |
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- | No log | 34.4 | 344 | 1.0162 | 0.4697 | 1.0162 | 1.0081 |
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- | No log | 34.6 | 346 | 0.9619 | 0.4894 | 0.9619 | 0.9808 |
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- | No log | 34.8 | 348 | 0.8600 | 0.4822 | 0.8600 | 0.9274 |
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- | No log | 35.0 | 350 | 0.8201 | 0.4934 | 0.8201 | 0.9056 |
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- | No log | 35.2 | 352 | 0.8463 | 0.5073 | 0.8463 | 0.9199 |
228
- | No log | 35.4 | 354 | 0.9079 | 0.5166 | 0.9079 | 0.9529 |
229
- | No log | 35.6 | 356 | 0.8861 | 0.5029 | 0.8861 | 0.9413 |
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- | No log | 35.8 | 358 | 0.8583 | 0.4105 | 0.8583 | 0.9264 |
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- | No log | 36.0 | 360 | 0.8412 | 0.4180 | 0.8412 | 0.9171 |
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- | No log | 36.2 | 362 | 0.8597 | 0.3738 | 0.8597 | 0.9272 |
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- | No log | 36.4 | 364 | 0.8667 | 0.3896 | 0.8667 | 0.9309 |
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- | No log | 36.6 | 366 | 0.8984 | 0.3720 | 0.8984 | 0.9478 |
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- | No log | 36.8 | 368 | 0.9193 | 0.3547 | 0.9193 | 0.9588 |
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- | No log | 37.0 | 370 | 0.9436 | 0.3614 | 0.9436 | 0.9714 |
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- | No log | 37.2 | 372 | 0.9440 | 0.3614 | 0.9440 | 0.9716 |
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- | No log | 37.4 | 374 | 0.9385 | 0.4449 | 0.9385 | 0.9688 |
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- | No log | 37.6 | 376 | 0.9440 | 0.3870 | 0.9440 | 0.9716 |
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- | No log | 37.8 | 378 | 0.9242 | 0.4490 | 0.9242 | 0.9614 |
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- | No log | 38.0 | 380 | 0.9096 | 0.3970 | 0.9096 | 0.9537 |
242
- | No log | 38.2 | 382 | 0.8862 | 0.3998 | 0.8862 | 0.9414 |
243
- | No log | 38.4 | 384 | 0.8818 | 0.3753 | 0.8818 | 0.9390 |
244
- | No log | 38.6 | 386 | 0.9093 | 0.4104 | 0.9093 | 0.9536 |
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- | No log | 38.8 | 388 | 0.9928 | 0.5044 | 0.9928 | 0.9964 |
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- | No log | 39.0 | 390 | 1.0299 | 0.5029 | 1.0299 | 1.0148 |
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- | No log | 39.2 | 392 | 1.0370 | 0.5029 | 1.0370 | 1.0183 |
248
- | No log | 39.4 | 394 | 0.9795 | 0.5058 | 0.9795 | 0.9897 |
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- | No log | 39.6 | 396 | 0.9401 | 0.3945 | 0.9401 | 0.9696 |
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- | No log | 39.8 | 398 | 0.8974 | 0.3896 | 0.8974 | 0.9473 |
251
- | No log | 40.0 | 400 | 0.9191 | 0.4119 | 0.9191 | 0.9587 |
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- | No log | 40.2 | 402 | 0.9188 | 0.4119 | 0.9188 | 0.9585 |
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- | No log | 40.4 | 404 | 0.8919 | 0.4180 | 0.8919 | 0.9444 |
254
- | No log | 40.6 | 406 | 0.9062 | 0.3405 | 0.9062 | 0.9520 |
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- | No log | 40.8 | 408 | 0.9248 | 0.3902 | 0.9248 | 0.9617 |
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- | No log | 41.0 | 410 | 0.9652 | 0.4641 | 0.9652 | 0.9824 |
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- | No log | 41.2 | 412 | 1.0389 | 0.4508 | 1.0389 | 1.0193 |
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- | No log | 41.4 | 414 | 1.0118 | 0.4306 | 1.0118 | 1.0059 |
259
- | No log | 41.6 | 416 | 0.9245 | 0.3667 | 0.9245 | 0.9615 |
260
- | No log | 41.8 | 418 | 0.8720 | 0.4459 | 0.8720 | 0.9338 |
261
- | No log | 42.0 | 420 | 0.8609 | 0.3608 | 0.8609 | 0.9279 |
262
- | No log | 42.2 | 422 | 0.8728 | 0.3354 | 0.8728 | 0.9342 |
263
- | No log | 42.4 | 424 | 0.8732 | 0.4142 | 0.8732 | 0.9345 |
264
- | No log | 42.6 | 426 | 0.9204 | 0.3656 | 0.9204 | 0.9594 |
265
- | No log | 42.8 | 428 | 1.0404 | 0.4098 | 1.0404 | 1.0200 |
266
- | No log | 43.0 | 430 | 1.1085 | 0.4476 | 1.1085 | 1.0528 |
267
- | No log | 43.2 | 432 | 1.0824 | 0.4476 | 1.0824 | 1.0404 |
268
- | No log | 43.4 | 434 | 0.9772 | 0.3517 | 0.9772 | 0.9885 |
269
- | No log | 43.6 | 436 | 0.9211 | 0.3335 | 0.9211 | 0.9598 |
270
- | No log | 43.8 | 438 | 0.9175 | 0.3263 | 0.9175 | 0.9578 |
271
- | No log | 44.0 | 440 | 0.9247 | 0.3354 | 0.9247 | 0.9616 |
272
- | No log | 44.2 | 442 | 0.9302 | 0.3117 | 0.9302 | 0.9644 |
273
- | No log | 44.4 | 444 | 0.9262 | 0.3508 | 0.9262 | 0.9624 |
274
- | No log | 44.6 | 446 | 0.9258 | 0.3508 | 0.9258 | 0.9622 |
275
- | No log | 44.8 | 448 | 0.9285 | 0.3508 | 0.9285 | 0.9636 |
276
- | No log | 45.0 | 450 | 0.9383 | 0.3217 | 0.9383 | 0.9687 |
277
- | No log | 45.2 | 452 | 0.9261 | 0.3609 | 0.9261 | 0.9624 |
278
- | No log | 45.4 | 454 | 0.9129 | 0.3596 | 0.9129 | 0.9555 |
279
- | No log | 45.6 | 456 | 0.9333 | 0.4334 | 0.9333 | 0.9661 |
280
- | No log | 45.8 | 458 | 0.9426 | 0.4334 | 0.9426 | 0.9709 |
281
- | No log | 46.0 | 460 | 0.9076 | 0.3780 | 0.9076 | 0.9527 |
282
- | No log | 46.2 | 462 | 0.8890 | 0.3552 | 0.8890 | 0.9429 |
283
- | No log | 46.4 | 464 | 0.9256 | 0.3975 | 0.9256 | 0.9621 |
284
- | No log | 46.6 | 466 | 0.9659 | 0.4074 | 0.9659 | 0.9828 |
285
- | No log | 46.8 | 468 | 0.9893 | 0.4072 | 0.9893 | 0.9946 |
286
- | No log | 47.0 | 470 | 0.9991 | 0.3936 | 0.9991 | 0.9995 |
287
- | No log | 47.2 | 472 | 0.9635 | 0.3975 | 0.9635 | 0.9816 |
288
- | No log | 47.4 | 474 | 0.9463 | 0.3478 | 0.9463 | 0.9728 |
289
- | No log | 47.6 | 476 | 0.9459 | 0.3117 | 0.9459 | 0.9726 |
290
- | No log | 47.8 | 478 | 0.9619 | 0.3217 | 0.9619 | 0.9808 |
291
- | No log | 48.0 | 480 | 0.9797 | 0.3478 | 0.9797 | 0.9898 |
292
- | No log | 48.2 | 482 | 0.9836 | 0.3577 | 0.9836 | 0.9917 |
293
- | No log | 48.4 | 484 | 0.9995 | 0.3931 | 0.9995 | 0.9997 |
294
- | No log | 48.6 | 486 | 0.9928 | 0.3687 | 0.9928 | 0.9964 |
295
- | No log | 48.8 | 488 | 0.9705 | 0.3217 | 0.9705 | 0.9851 |
296
- | No log | 49.0 | 490 | 0.9476 | 0.3117 | 0.9476 | 0.9734 |
297
- | No log | 49.2 | 492 | 0.9467 | 0.2773 | 0.9467 | 0.9730 |
298
- | No log | 49.4 | 494 | 0.9481 | 0.2920 | 0.9481 | 0.9737 |
299
- | No log | 49.6 | 496 | 0.9524 | 0.3217 | 0.9524 | 0.9759 |
300
- | No log | 49.8 | 498 | 0.9872 | 0.2972 | 0.9872 | 0.9936 |
301
- | 0.2492 | 50.0 | 500 | 1.0184 | 0.3243 | 1.0184 | 1.0092 |
302
- | 0.2492 | 50.2 | 502 | 1.0191 | 0.3243 | 1.0191 | 1.0095 |
303
- | 0.2492 | 50.4 | 504 | 0.9873 | 0.3243 | 0.9873 | 0.9936 |
304
- | 0.2492 | 50.6 | 506 | 0.9511 | 0.2970 | 0.9511 | 0.9753 |
305
- | 0.2492 | 50.8 | 508 | 0.9392 | 0.3142 | 0.9392 | 0.9691 |
306
- | 0.2492 | 51.0 | 510 | 0.9443 | 0.2592 | 0.9443 | 0.9717 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task2_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: 1.0623
19
+ - Qwk: 0.1406
20
+ - Mse: 1.0623
21
+ - Rmse: 1.0307
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.6667 | 2 | 4.6292 | 0.0010 | 4.6292 | 2.1516 |
53
+ | No log | 1.3333 | 4 | 2.7353 | 0.0122 | 2.7353 | 1.6539 |
54
+ | No log | 2.0 | 6 | 2.0537 | -0.0634 | 2.0537 | 1.4331 |
55
+ | No log | 2.6667 | 8 | 1.5990 | -0.0758 | 1.5990 | 1.2645 |
56
+ | No log | 3.3333 | 10 | 1.3190 | 0.0390 | 1.3190 | 1.1485 |
57
+ | No log | 4.0 | 12 | 1.2666 | 0.0527 | 1.2666 | 1.1255 |
58
+ | No log | 4.6667 | 14 | 1.1853 | 0.1585 | 1.1853 | 1.0887 |
59
+ | No log | 5.3333 | 16 | 1.1854 | 0.1968 | 1.1854 | 1.0888 |
60
+ | No log | 6.0 | 18 | 1.1617 | 0.2180 | 1.1617 | 1.0778 |
61
+ | No log | 6.6667 | 20 | 1.1468 | 0.1812 | 1.1468 | 1.0709 |
62
+ | No log | 7.3333 | 22 | 1.1214 | 0.2083 | 1.1214 | 1.0589 |
63
+ | No log | 8.0 | 24 | 1.1205 | 0.1585 | 1.1205 | 1.0585 |
64
+ | No log | 8.6667 | 26 | 1.1264 | 0.1351 | 1.1264 | 1.0613 |
65
+ | No log | 9.3333 | 28 | 1.2030 | 0.1519 | 1.2030 | 1.0968 |
66
+ | No log | 10.0 | 30 | 1.1797 | 0.1519 | 1.1797 | 1.0862 |
67
+ | No log | 10.6667 | 32 | 1.0810 | 0.0841 | 1.0810 | 1.0397 |
68
+ | No log | 11.3333 | 34 | 1.0920 | 0.1808 | 1.0920 | 1.0450 |
69
+ | No log | 12.0 | 36 | 1.2875 | 0.1185 | 1.2875 | 1.1347 |
70
+ | No log | 12.6667 | 38 | 1.4214 | 0.1067 | 1.4214 | 1.1922 |
71
+ | No log | 13.3333 | 40 | 1.2003 | 0.1696 | 1.2003 | 1.0956 |
72
+ | No log | 14.0 | 42 | 1.0491 | 0.2417 | 1.0491 | 1.0243 |
73
+ | No log | 14.6667 | 44 | 1.0435 | 0.2333 | 1.0435 | 1.0215 |
74
+ | No log | 15.3333 | 46 | 1.0569 | 0.2100 | 1.0569 | 1.0280 |
75
+ | No log | 16.0 | 48 | 1.0718 | 0.1505 | 1.0718 | 1.0353 |
76
+ | No log | 16.6667 | 50 | 1.1286 | 0.1903 | 1.1286 | 1.0623 |
77
+ | No log | 17.3333 | 52 | 1.0540 | 0.2291 | 1.0540 | 1.0266 |
78
+ | No log | 18.0 | 54 | 0.9675 | 0.2492 | 0.9675 | 0.9836 |
79
+ | No log | 18.6667 | 56 | 1.0052 | 0.3144 | 1.0052 | 1.0026 |
80
+ | No log | 19.3333 | 58 | 0.9892 | 0.3663 | 0.9892 | 0.9946 |
81
+ | No log | 20.0 | 60 | 1.0276 | 0.2949 | 1.0276 | 1.0137 |
82
+ | No log | 20.6667 | 62 | 1.0125 | 0.3144 | 1.0125 | 1.0062 |
83
+ | No log | 21.3333 | 64 | 1.0014 | 0.3434 | 1.0014 | 1.0007 |
84
+ | No log | 22.0 | 66 | 1.0856 | 0.2037 | 1.0856 | 1.0419 |
85
+ | No log | 22.6667 | 68 | 1.1543 | 0.2387 | 1.1543 | 1.0744 |
86
+ | No log | 23.3333 | 70 | 1.1417 | 0.1020 | 1.1417 | 1.0685 |
87
+ | No log | 24.0 | 72 | 1.0091 | 0.2673 | 1.0091 | 1.0045 |
88
+ | No log | 24.6667 | 74 | 0.9562 | 0.2920 | 0.9562 | 0.9779 |
89
+ | No log | 25.3333 | 76 | 0.9634 | 0.3308 | 0.9634 | 0.9815 |
90
+ | No log | 26.0 | 78 | 1.0302 | 0.3502 | 1.0302 | 1.0150 |
91
+ | No log | 26.6667 | 80 | 1.1381 | 0.2494 | 1.1381 | 1.0668 |
92
+ | No log | 27.3333 | 82 | 1.2619 | 0.2410 | 1.2619 | 1.1233 |
93
+ | No log | 28.0 | 84 | 1.2891 | 0.1219 | 1.2891 | 1.1354 |
94
+ | No log | 28.6667 | 86 | 1.2247 | 0.1416 | 1.2247 | 1.1067 |
95
+ | No log | 29.3333 | 88 | 1.1174 | 0.1118 | 1.1174 | 1.0571 |
96
+ | No log | 30.0 | 90 | 1.0973 | 0.2348 | 1.0973 | 1.0475 |
97
+ | No log | 30.6667 | 92 | 1.1885 | 0.2447 | 1.1885 | 1.0902 |
98
+ | No log | 31.3333 | 94 | 1.2093 | 0.2447 | 1.2093 | 1.0997 |
99
+ | No log | 32.0 | 96 | 1.1962 | 0.2447 | 1.1962 | 1.0937 |
100
+ | No log | 32.6667 | 98 | 1.1312 | 0.1795 | 1.1312 | 1.0636 |
101
+ | No log | 33.3333 | 100 | 1.0503 | 0.2702 | 1.0503 | 1.0249 |
102
+ | No log | 34.0 | 102 | 1.0378 | 0.3097 | 1.0378 | 1.0187 |
103
+ | No log | 34.6667 | 104 | 1.0765 | 0.2651 | 1.0765 | 1.0375 |
104
+ | No log | 35.3333 | 106 | 1.1909 | 0.2460 | 1.1909 | 1.0913 |
105
+ | No log | 36.0 | 108 | 1.1776 | 0.2460 | 1.1776 | 1.0852 |
106
+ | No log | 36.6667 | 110 | 1.0443 | 0.2829 | 1.0443 | 1.0219 |
107
+ | No log | 37.3333 | 112 | 1.0133 | 0.2702 | 1.0133 | 1.0066 |
108
+ | No log | 38.0 | 114 | 1.0074 | 0.2207 | 1.0074 | 1.0037 |
109
+ | No log | 38.6667 | 116 | 1.0571 | 0.2633 | 1.0571 | 1.0281 |
110
+ | No log | 39.3333 | 118 | 1.0646 | 0.2633 | 1.0646 | 1.0318 |
111
+ | No log | 40.0 | 120 | 1.0980 | 0.2730 | 1.0980 | 1.0479 |
112
+ | No log | 40.6667 | 122 | 1.0522 | 0.1441 | 1.0522 | 1.0258 |
113
+ | No log | 41.3333 | 124 | 1.0327 | 0.2263 | 1.0327 | 1.0162 |
114
+ | No log | 42.0 | 126 | 1.0178 | 0.1927 | 1.0178 | 1.0089 |
115
+ | No log | 42.6667 | 128 | 1.0401 | 0.1853 | 1.0401 | 1.0199 |
116
+ | No log | 43.3333 | 130 | 1.1959 | 0.2410 | 1.1959 | 1.0936 |
117
+ | No log | 44.0 | 132 | 1.3330 | 0.1796 | 1.3330 | 1.1546 |
118
+ | No log | 44.6667 | 134 | 1.2978 | 0.1796 | 1.2978 | 1.1392 |
119
+ | No log | 45.3333 | 136 | 1.1507 | 0.2410 | 1.1507 | 1.0727 |
120
+ | No log | 46.0 | 138 | 1.0088 | 0.2704 | 1.0088 | 1.0044 |
121
+ | No log | 46.6667 | 140 | 0.9643 | 0.4158 | 0.9643 | 0.9820 |
122
+ | No log | 47.3333 | 142 | 0.9795 | 0.4237 | 0.9795 | 0.9897 |
123
+ | No log | 48.0 | 144 | 0.9695 | 0.4158 | 0.9695 | 0.9846 |
124
+ | No log | 48.6667 | 146 | 0.9607 | 0.3453 | 0.9607 | 0.9801 |
125
+ | No log | 49.3333 | 148 | 0.9934 | 0.2604 | 0.9934 | 0.9967 |
126
+ | No log | 50.0 | 150 | 1.1365 | 0.2213 | 1.1365 | 1.0661 |
127
+ | No log | 50.6667 | 152 | 1.1918 | 0.2213 | 1.1918 | 1.0917 |
128
+ | No log | 51.3333 | 154 | 1.1673 | 0.2131 | 1.1673 | 1.0804 |
129
+ | No log | 52.0 | 156 | 1.1402 | 0.2097 | 1.1402 | 1.0678 |
130
+ | No log | 52.6667 | 158 | 1.1145 | 0.2097 | 1.1145 | 1.0557 |
131
+ | No log | 53.3333 | 160 | 1.0384 | 0.1658 | 1.0384 | 1.0190 |
132
+ | No log | 54.0 | 162 | 0.9977 | 0.1775 | 0.9977 | 0.9989 |
133
+ | No log | 54.6667 | 164 | 0.9934 | 0.2313 | 0.9934 | 0.9967 |
134
+ | No log | 55.3333 | 166 | 1.0042 | 0.2686 | 1.0042 | 1.0021 |
135
+ | No log | 56.0 | 168 | 1.0243 | 0.2586 | 1.0243 | 1.0121 |
136
+ | No log | 56.6667 | 170 | 1.0492 | 0.2141 | 1.0492 | 1.0243 |
137
+ | No log | 57.3333 | 172 | 1.0710 | 0.2056 | 1.0710 | 1.0349 |
138
+ | No log | 58.0 | 174 | 1.0847 | 0.2056 | 1.0847 | 1.0415 |
139
+ | No log | 58.6667 | 176 | 1.0804 | 0.2056 | 1.0804 | 1.0394 |
140
+ | No log | 59.3333 | 178 | 1.0824 | 0.2056 | 1.0824 | 1.0404 |
141
+ | No log | 60.0 | 180 | 1.1235 | 0.1750 | 1.1235 | 1.0599 |
142
+ | No log | 60.6667 | 182 | 1.1545 | 0.1944 | 1.1545 | 1.0745 |
143
+ | No log | 61.3333 | 184 | 1.1589 | 0.2037 | 1.1589 | 1.0765 |
144
+ | No log | 62.0 | 186 | 1.1209 | 0.2238 | 1.1209 | 1.0587 |
145
+ | No log | 62.6667 | 188 | 1.0657 | 0.1090 | 1.0657 | 1.0323 |
146
+ | No log | 63.3333 | 190 | 1.0411 | 0.1878 | 1.0411 | 1.0203 |
147
+ | No log | 64.0 | 192 | 1.0408 | 0.1878 | 1.0408 | 1.0202 |
148
+ | No log | 64.6667 | 194 | 1.0477 | 0.1878 | 1.0477 | 1.0236 |
149
+ | No log | 65.3333 | 196 | 1.0605 | 0.1662 | 1.0605 | 1.0298 |
150
+ | No log | 66.0 | 198 | 1.0980 | 0.0675 | 1.0980 | 1.0478 |
151
+ | No log | 66.6667 | 200 | 1.1295 | 0.2238 | 1.1295 | 1.0628 |
152
+ | No log | 67.3333 | 202 | 1.1610 | 0.2334 | 1.1610 | 1.0775 |
153
+ | No log | 68.0 | 204 | 1.1716 | 0.2410 | 1.1716 | 1.0824 |
154
+ | No log | 68.6667 | 206 | 1.1607 | 0.2131 | 1.1607 | 1.0774 |
155
+ | No log | 69.3333 | 208 | 1.1109 | 0.1896 | 1.1109 | 1.0540 |
156
+ | No log | 70.0 | 210 | 1.0639 | 0.2207 | 1.0639 | 1.0315 |
157
+ | No log | 70.6667 | 212 | 1.0398 | 0.1525 | 1.0398 | 1.0197 |
158
+ | No log | 71.3333 | 214 | 1.0342 | 0.1927 | 1.0342 | 1.0170 |
159
+ | No log | 72.0 | 216 | 1.0249 | 0.2327 | 1.0249 | 1.0124 |
160
+ | No log | 72.6667 | 218 | 1.0252 | 0.1927 | 1.0252 | 1.0125 |
161
+ | No log | 73.3333 | 220 | 1.0412 | 0.2636 | 1.0412 | 1.0204 |
162
+ | No log | 74.0 | 222 | 1.0676 | 0.2195 | 1.0676 | 1.0332 |
163
+ | No log | 74.6667 | 224 | 1.0797 | 0.2090 | 1.0797 | 1.0391 |
164
+ | No log | 75.3333 | 226 | 1.0752 | 0.2090 | 1.0752 | 1.0369 |
165
+ | No log | 76.0 | 228 | 1.0562 | 0.2586 | 1.0562 | 1.0277 |
166
+ | No log | 76.6667 | 230 | 1.0320 | 0.2782 | 1.0320 | 1.0159 |
167
+ | No log | 77.3333 | 232 | 1.0143 | 0.2024 | 1.0143 | 1.0071 |
168
+ | No log | 78.0 | 234 | 1.0119 | 0.2477 | 1.0119 | 1.0059 |
169
+ | No log | 78.6667 | 236 | 1.0214 | 0.2024 | 1.0214 | 1.0106 |
170
+ | No log | 79.3333 | 238 | 1.0331 | 0.2260 | 1.0331 | 1.0164 |
171
+ | No log | 80.0 | 240 | 1.0341 | 0.1717 | 1.0341 | 1.0169 |
172
+ | No log | 80.6667 | 242 | 1.0266 | 0.1564 | 1.0266 | 1.0132 |
173
+ | No log | 81.3333 | 244 | 1.0233 | 0.2188 | 1.0233 | 1.0116 |
174
+ | No log | 82.0 | 246 | 1.0348 | 0.1308 | 1.0348 | 1.0173 |
175
+ | No log | 82.6667 | 248 | 1.0551 | 0.1244 | 1.0551 | 1.0272 |
176
+ | No log | 83.3333 | 250 | 1.0819 | 0.1081 | 1.0819 | 1.0401 |
177
+ | No log | 84.0 | 252 | 1.1094 | 0.0857 | 1.1094 | 1.0533 |
178
+ | No log | 84.6667 | 254 | 1.1377 | 0.1596 | 1.1377 | 1.0666 |
179
+ | No log | 85.3333 | 256 | 1.1504 | 0.1944 | 1.1504 | 1.0726 |
180
+ | No log | 86.0 | 258 | 1.1575 | 0.1944 | 1.1575 | 1.0759 |
181
+ | No log | 86.6667 | 260 | 1.1569 | 0.1944 | 1.1569 | 1.0756 |
182
+ | No log | 87.3333 | 262 | 1.1559 | 0.1944 | 1.1559 | 1.0751 |
183
+ | No log | 88.0 | 264 | 1.1375 | 0.1944 | 1.1375 | 1.0666 |
184
+ | No log | 88.6667 | 266 | 1.1131 | 0.1185 | 1.1131 | 1.0551 |
185
+ | No log | 89.3333 | 268 | 1.0930 | 0.0930 | 1.0930 | 1.0455 |
186
+ | No log | 90.0 | 270 | 1.0757 | 0.1248 | 1.0757 | 1.0372 |
187
+ | No log | 90.6667 | 272 | 1.0664 | 0.1717 | 1.0664 | 1.0327 |
188
+ | No log | 91.3333 | 274 | 1.0606 | 0.1406 | 1.0606 | 1.0298 |
189
+ | No log | 92.0 | 276 | 1.0572 | 0.1564 | 1.0572 | 1.0282 |
190
+ | No log | 92.6667 | 278 | 1.0584 | 0.1564 | 1.0584 | 1.0288 |
191
+ | No log | 93.3333 | 280 | 1.0579 | 0.1564 | 1.0579 | 1.0285 |
192
+ | No log | 94.0 | 282 | 1.0585 | 0.1564 | 1.0585 | 1.0289 |
193
+ | No log | 94.6667 | 284 | 1.0595 | 0.1406 | 1.0595 | 1.0293 |
194
+ | No log | 95.3333 | 286 | 1.0592 | 0.1564 | 1.0592 | 1.0292 |
195
+ | No log | 96.0 | 288 | 1.0597 | 0.1564 | 1.0597 | 1.0294 |
196
+ | No log | 96.6667 | 290 | 1.0602 | 0.1406 | 1.0602 | 1.0297 |
197
+ | No log | 97.3333 | 292 | 1.0604 | 0.1406 | 1.0604 | 1.0298 |
198
+ | No log | 98.0 | 294 | 1.0609 | 0.1406 | 1.0609 | 1.0300 |
199
+ | No log | 98.6667 | 296 | 1.0614 | 0.1406 | 1.0614 | 1.0302 |
200
+ | No log | 99.3333 | 298 | 1.0618 | 0.1406 | 1.0618 | 1.0304 |
201
+ | No log | 100.0 | 300 | 1.0623 | 0.1406 | 1.0623 | 1.0307 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
202
 
203
 
204
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