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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k16_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k15_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k15_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6683
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- - Qwk: 0.3961
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- - Mse: 0.6683
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- - Rmse: 0.8175
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  ## Model description
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@@ -47,275 +47,263 @@ 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 | 0.0263 | 2 | 2.4678 | -0.0958 | 2.4678 | 1.5709 |
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- | No log | 0.0526 | 4 | 1.2661 | 0.1609 | 1.2661 | 1.1252 |
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- | No log | 0.0789 | 6 | 1.0793 | -0.1866 | 1.0793 | 1.0389 |
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- | No log | 0.1053 | 8 | 1.1927 | -0.1356 | 1.1927 | 1.0921 |
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- | No log | 0.1316 | 10 | 1.1875 | -0.1665 | 1.1875 | 1.0897 |
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- | No log | 0.1579 | 12 | 1.0744 | 0.0288 | 1.0744 | 1.0366 |
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- | No log | 0.1842 | 14 | 1.0978 | 0.0175 | 1.0978 | 1.0477 |
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- | No log | 0.2105 | 16 | 0.9805 | 0.1142 | 0.9805 | 0.9902 |
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- | No log | 0.2368 | 18 | 0.9673 | 0.0185 | 0.9673 | 0.9835 |
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- | No log | 0.2632 | 20 | 1.2086 | -0.0122 | 1.2086 | 1.0994 |
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- | No log | 0.2895 | 22 | 1.0229 | 0.1618 | 1.0229 | 1.0114 |
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- | No log | 0.3158 | 24 | 0.8146 | 0.2811 | 0.8146 | 0.9026 |
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- | No log | 0.3421 | 26 | 0.8571 | 0.2118 | 0.8571 | 0.9258 |
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- | No log | 0.3684 | 28 | 0.9099 | 0.1537 | 0.9099 | 0.9539 |
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- | No log | 0.3947 | 30 | 0.9726 | 0.2212 | 0.9726 | 0.9862 |
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- | No log | 0.4211 | 32 | 0.8423 | 0.1215 | 0.8423 | 0.9177 |
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- | No log | 0.4474 | 34 | 0.9011 | 0.1459 | 0.9011 | 0.9492 |
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- | No log | 0.4737 | 36 | 0.9816 | 0.1867 | 0.9816 | 0.9908 |
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- | No log | 0.5 | 38 | 0.9068 | 0.1459 | 0.9068 | 0.9523 |
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- | No log | 0.5263 | 40 | 0.8703 | 0.0697 | 0.8703 | 0.9329 |
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- | No log | 0.5526 | 42 | 1.0654 | 0.0609 | 1.0654 | 1.0322 |
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- | No log | 0.5789 | 44 | 1.1998 | 0.0990 | 1.1998 | 1.0954 |
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- | No log | 0.6053 | 46 | 1.0457 | 0.2381 | 1.0457 | 1.0226 |
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- | No log | 0.6316 | 48 | 0.8262 | 0.0947 | 0.8262 | 0.9089 |
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- | No log | 0.6579 | 50 | 0.7360 | 0.1922 | 0.7360 | 0.8579 |
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- | No log | 0.6842 | 52 | 0.7562 | 0.1807 | 0.7562 | 0.8696 |
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- | No log | 0.7105 | 54 | 0.7381 | 0.2181 | 0.7381 | 0.8591 |
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- | No log | 0.7368 | 56 | 0.7063 | 0.2676 | 0.7063 | 0.8404 |
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- | No log | 0.7632 | 58 | 0.7305 | 0.3125 | 0.7305 | 0.8547 |
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- | No log | 0.7895 | 60 | 0.7675 | 0.3360 | 0.7675 | 0.8761 |
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- | No log | 0.8158 | 62 | 0.8193 | 0.3230 | 0.8193 | 0.9052 |
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- | No log | 0.8421 | 64 | 0.7649 | 0.3279 | 0.7649 | 0.8746 |
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- | No log | 0.8684 | 66 | 0.7852 | 0.3122 | 0.7852 | 0.8861 |
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- | No log | 0.8947 | 68 | 0.8202 | 0.2709 | 0.8202 | 0.9057 |
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- | No log | 0.9211 | 70 | 0.9736 | 0.2601 | 0.9736 | 0.9867 |
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- | No log | 0.9474 | 72 | 1.3211 | 0.0514 | 1.3211 | 1.1494 |
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- | No log | 0.9737 | 74 | 1.2969 | 0.0974 | 1.2969 | 1.1388 |
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- | No log | 1.0 | 76 | 1.0919 | 0.1488 | 1.0919 | 1.0449 |
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- | No log | 1.0263 | 78 | 0.8811 | 0.3289 | 0.8811 | 0.9387 |
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- | No log | 1.0526 | 80 | 0.7731 | 0.1723 | 0.7731 | 0.8792 |
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- | No log | 1.0789 | 82 | 0.8012 | 0.2558 | 0.8012 | 0.8951 |
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- | No log | 1.1053 | 84 | 0.8232 | 0.2334 | 0.8232 | 0.9073 |
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- | No log | 1.1316 | 86 | 0.8468 | 0.2092 | 0.8468 | 0.9202 |
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- | No log | 1.1579 | 88 | 0.8766 | 0.2034 | 0.8766 | 0.9363 |
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- | No log | 1.1842 | 90 | 0.9101 | 0.2034 | 0.9101 | 0.9540 |
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- | No log | 1.2105 | 92 | 0.9673 | 0.1950 | 0.9673 | 0.9835 |
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- | No log | 1.2368 | 94 | 1.0942 | 0.1086 | 1.0942 | 1.0461 |
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- | No log | 1.2632 | 96 | 0.9994 | 0.1291 | 0.9994 | 0.9997 |
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- | No log | 1.2895 | 98 | 0.9816 | 0.1874 | 0.9816 | 0.9908 |
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- | No log | 1.3158 | 100 | 0.9482 | 0.1650 | 0.9482 | 0.9738 |
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- | No log | 1.3421 | 102 | 0.9172 | 0.1379 | 0.9172 | 0.9577 |
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- | No log | 1.3684 | 104 | 0.9123 | 0.1400 | 0.9123 | 0.9551 |
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- | No log | 1.3947 | 106 | 1.0000 | 0.0960 | 1.0000 | 1.0000 |
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- | No log | 1.4211 | 108 | 1.1834 | 0.1144 | 1.1834 | 1.0878 |
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- | No log | 1.4474 | 110 | 1.0549 | 0.1178 | 1.0549 | 1.0271 |
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- | No log | 1.4737 | 112 | 0.9157 | 0.1010 | 0.9157 | 0.9569 |
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- | No log | 1.5 | 114 | 1.0123 | 0.1562 | 1.0123 | 1.0061 |
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- | No log | 1.5263 | 116 | 0.9841 | 0.1544 | 0.9841 | 0.9920 |
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- | No log | 1.5526 | 118 | 0.8857 | 0.2623 | 0.8857 | 0.9411 |
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- | No log | 1.5789 | 120 | 0.8475 | 0.2511 | 0.8475 | 0.9206 |
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- | No log | 1.6053 | 122 | 0.8116 | 0.2404 | 0.8116 | 0.9009 |
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- | No log | 1.6316 | 124 | 0.8079 | 0.3097 | 0.8079 | 0.8988 |
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- | No log | 1.6579 | 126 | 0.8077 | 0.2611 | 0.8077 | 0.8987 |
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- | No log | 1.6842 | 128 | 0.7840 | 0.2308 | 0.7840 | 0.8854 |
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- | No log | 1.7105 | 130 | 0.7433 | 0.1136 | 0.7433 | 0.8621 |
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- | No log | 1.7368 | 132 | 0.7304 | 0.1829 | 0.7304 | 0.8546 |
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- | No log | 1.7632 | 134 | 0.7506 | 0.2294 | 0.7506 | 0.8663 |
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- | No log | 1.7895 | 136 | 0.7729 | 0.2237 | 0.7729 | 0.8791 |
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- | No log | 1.8158 | 138 | 0.7848 | 0.2994 | 0.7848 | 0.8859 |
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- | No log | 1.8421 | 140 | 0.8497 | 0.2884 | 0.8497 | 0.9218 |
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- | No log | 1.8684 | 142 | 1.0022 | 0.0917 | 1.0022 | 1.0011 |
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- | No log | 1.8947 | 144 | 0.9182 | 0.2844 | 0.9182 | 0.9582 |
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- | No log | 1.9211 | 146 | 0.8628 | 0.2718 | 0.8628 | 0.9289 |
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- | No log | 1.9474 | 148 | 0.9172 | 0.1998 | 0.9172 | 0.9577 |
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- | No log | 1.9737 | 150 | 0.8513 | 0.1740 | 0.8513 | 0.9226 |
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- | No log | 2.0 | 152 | 0.8287 | 0.2682 | 0.8287 | 0.9104 |
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- | No log | 2.0263 | 154 | 1.0580 | 0.1514 | 1.0580 | 1.0286 |
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- | No log | 2.0526 | 156 | 1.2151 | 0.0967 | 1.2151 | 1.1023 |
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- | No log | 2.0789 | 158 | 1.0996 | 0.1226 | 1.0996 | 1.0486 |
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- | No log | 2.1053 | 160 | 0.9008 | 0.2023 | 0.9008 | 0.9491 |
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- | No log | 2.1316 | 162 | 0.8581 | 0.3318 | 0.8581 | 0.9264 |
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- | No log | 2.1579 | 164 | 0.8978 | 0.3318 | 0.8978 | 0.9475 |
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- | No log | 2.1842 | 166 | 0.9626 | 0.2055 | 0.9626 | 0.9811 |
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- | No log | 2.2105 | 168 | 0.9850 | 0.2659 | 0.9850 | 0.9925 |
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- | No log | 2.2368 | 170 | 0.9015 | 0.3202 | 0.9015 | 0.9495 |
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- | No log | 2.2632 | 172 | 0.8785 | 0.3316 | 0.8785 | 0.9373 |
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- | No log | 2.2895 | 174 | 0.7655 | 0.2424 | 0.7655 | 0.8750 |
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- | No log | 2.3158 | 176 | 0.7414 | 0.3155 | 0.7414 | 0.8610 |
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- | No log | 2.3421 | 178 | 0.7149 | 0.3088 | 0.7149 | 0.8455 |
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- | No log | 2.3684 | 180 | 0.6795 | 0.3078 | 0.6795 | 0.8243 |
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- | No log | 2.3947 | 182 | 0.6896 | 0.3382 | 0.6896 | 0.8304 |
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- | No log | 2.4211 | 184 | 0.6835 | 0.3640 | 0.6835 | 0.8268 |
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- | No log | 2.4474 | 186 | 0.6646 | 0.3714 | 0.6646 | 0.8152 |
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- | No log | 2.4737 | 188 | 0.7816 | 0.2625 | 0.7816 | 0.8841 |
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- | No log | 2.5 | 190 | 0.7722 | 0.2815 | 0.7722 | 0.8788 |
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- | No log | 2.5263 | 192 | 0.6983 | 0.4402 | 0.6983 | 0.8357 |
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- | No log | 2.5526 | 194 | 0.7347 | 0.3549 | 0.7347 | 0.8572 |
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- | No log | 2.5789 | 196 | 0.7508 | 0.3506 | 0.7508 | 0.8665 |
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- | No log | 2.6053 | 198 | 0.7749 | 0.4420 | 0.7749 | 0.8803 |
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- | No log | 2.6316 | 200 | 0.9347 | 0.2659 | 0.9347 | 0.9668 |
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- | No log | 2.6579 | 202 | 1.0790 | 0.1760 | 1.0790 | 1.0388 |
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- | No log | 2.6842 | 204 | 0.9187 | 0.2677 | 0.9187 | 0.9585 |
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- | No log | 2.7105 | 206 | 0.7563 | 0.3010 | 0.7563 | 0.8697 |
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- | No log | 2.7368 | 208 | 0.7166 | 0.2747 | 0.7166 | 0.8465 |
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- | No log | 2.7632 | 210 | 0.7391 | 0.3382 | 0.7391 | 0.8597 |
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- | No log | 2.7895 | 212 | 0.7458 | 0.3382 | 0.7458 | 0.8636 |
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- | No log | 2.8158 | 214 | 0.7627 | 0.2907 | 0.7627 | 0.8734 |
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- | No log | 2.8421 | 216 | 0.8067 | 0.2318 | 0.8067 | 0.8982 |
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- | No log | 2.8684 | 218 | 0.8190 | 0.2429 | 0.8190 | 0.9050 |
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- | No log | 2.8947 | 220 | 0.7583 | 0.2973 | 0.7583 | 0.8708 |
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- | No log | 2.9211 | 222 | 0.7591 | 0.3382 | 0.7591 | 0.8713 |
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- | No log | 2.9474 | 224 | 0.7389 | 0.3738 | 0.7389 | 0.8596 |
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- | No log | 2.9737 | 226 | 0.7300 | 0.3225 | 0.7300 | 0.8544 |
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- | No log | 3.0 | 228 | 0.8016 | 0.2737 | 0.8016 | 0.8953 |
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- | No log | 3.0263 | 230 | 1.0002 | 0.2316 | 1.0002 | 1.0001 |
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- | No log | 3.0526 | 232 | 0.9943 | 0.2337 | 0.9943 | 0.9972 |
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- | No log | 3.0789 | 234 | 0.8062 | 0.2013 | 0.8062 | 0.8979 |
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- | No log | 3.1053 | 236 | 0.8377 | 0.3121 | 0.8377 | 0.9153 |
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- | No log | 3.1316 | 238 | 1.0923 | 0.3608 | 1.0923 | 1.0452 |
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- | No log | 3.1579 | 240 | 1.0668 | 0.3418 | 1.0668 | 1.0329 |
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- | No log | 3.1842 | 242 | 0.8959 | 0.2643 | 0.8959 | 0.9465 |
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- | No log | 3.2105 | 244 | 0.7752 | 0.3015 | 0.7752 | 0.8805 |
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- | No log | 3.2368 | 246 | 0.8260 | 0.1823 | 0.8260 | 0.9088 |
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- | No log | 3.2632 | 248 | 0.9412 | 0.1875 | 0.9412 | 0.9702 |
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- | No log | 3.2895 | 250 | 0.9105 | 0.1891 | 0.9105 | 0.9542 |
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- | No log | 3.3158 | 252 | 0.8114 | 0.2092 | 0.8114 | 0.9008 |
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- | No log | 3.3421 | 254 | 0.8020 | 0.1884 | 0.8020 | 0.8956 |
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- | No log | 3.3684 | 256 | 0.8580 | 0.2988 | 0.8580 | 0.9263 |
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- | No log | 3.3947 | 258 | 0.8871 | 0.2370 | 0.8871 | 0.9418 |
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- | No log | 3.4211 | 260 | 0.8840 | 0.2962 | 0.8840 | 0.9402 |
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- | No log | 3.4474 | 262 | 0.8627 | 0.3290 | 0.8627 | 0.9288 |
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- | No log | 3.4737 | 264 | 0.8668 | 0.3209 | 0.8668 | 0.9310 |
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- | No log | 3.5 | 266 | 0.9194 | 0.3526 | 0.9194 | 0.9589 |
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- | No log | 3.5263 | 268 | 0.9846 | 0.3262 | 0.9846 | 0.9923 |
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- | No log | 3.5526 | 270 | 0.9140 | 0.3822 | 0.9140 | 0.9560 |
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- | No log | 3.5789 | 272 | 0.8424 | 0.3586 | 0.8424 | 0.9178 |
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- | No log | 3.6053 | 274 | 0.7950 | 0.3475 | 0.7950 | 0.8916 |
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- | No log | 3.6316 | 276 | 0.7508 | 0.3133 | 0.7508 | 0.8665 |
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- | No log | 3.6579 | 278 | 0.7716 | 0.2265 | 0.7716 | 0.8784 |
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- | No log | 3.6842 | 280 | 0.7988 | 0.1905 | 0.7988 | 0.8937 |
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- | No log | 3.7105 | 282 | 0.7901 | 0.1811 | 0.7901 | 0.8888 |
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- | No log | 3.7368 | 284 | 0.8244 | 0.3302 | 0.8244 | 0.9080 |
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- | No log | 3.7632 | 286 | 0.8324 | 0.2020 | 0.8324 | 0.9123 |
195
- | No log | 3.7895 | 288 | 0.8332 | 0.1857 | 0.8332 | 0.9128 |
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- | No log | 3.8158 | 290 | 0.9264 | 0.2733 | 0.9264 | 0.9625 |
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- | No log | 3.8421 | 292 | 1.0006 | 0.2303 | 1.0006 | 1.0003 |
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- | No log | 3.8684 | 294 | 0.9318 | 0.1823 | 0.9318 | 0.9653 |
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- | No log | 3.8947 | 296 | 0.7971 | 0.3170 | 0.7971 | 0.8928 |
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- | No log | 3.9211 | 298 | 0.7619 | 0.1686 | 0.7619 | 0.8729 |
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- | No log | 3.9474 | 300 | 0.7867 | 0.2149 | 0.7867 | 0.8869 |
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- | No log | 3.9737 | 302 | 0.8118 | 0.2932 | 0.8118 | 0.9010 |
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- | No log | 4.0 | 304 | 0.8000 | 0.2662 | 0.8000 | 0.8944 |
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- | No log | 4.0263 | 306 | 0.7651 | 0.2334 | 0.7651 | 0.8747 |
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- | No log | 4.0526 | 308 | 0.7808 | 0.2053 | 0.7808 | 0.8837 |
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- | No log | 4.0789 | 310 | 0.7773 | 0.2213 | 0.7773 | 0.8816 |
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- | No log | 4.1053 | 312 | 0.8037 | 0.3018 | 0.8037 | 0.8965 |
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- | No log | 4.1316 | 314 | 0.8511 | 0.2993 | 0.8511 | 0.9225 |
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- | No log | 4.1579 | 316 | 0.8400 | 0.3231 | 0.8400 | 0.9165 |
210
- | No log | 4.1842 | 318 | 0.7359 | 0.3353 | 0.7359 | 0.8578 |
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- | No log | 4.2105 | 320 | 0.6988 | 0.2862 | 0.6988 | 0.8359 |
212
- | No log | 4.2368 | 322 | 0.6967 | 0.2661 | 0.6967 | 0.8347 |
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- | No log | 4.2632 | 324 | 0.7303 | 0.3353 | 0.7303 | 0.8546 |
214
- | No log | 4.2895 | 326 | 0.7614 | 0.3353 | 0.7614 | 0.8726 |
215
- | No log | 4.3158 | 328 | 0.7977 | 0.3885 | 0.7977 | 0.8932 |
216
- | No log | 4.3421 | 330 | 0.8032 | 0.3885 | 0.8032 | 0.8962 |
217
- | No log | 4.3684 | 332 | 0.8018 | 0.3711 | 0.8018 | 0.8955 |
218
- | No log | 4.3947 | 334 | 0.7504 | 0.3018 | 0.7504 | 0.8662 |
219
- | No log | 4.4211 | 336 | 0.7194 | 0.3018 | 0.7194 | 0.8482 |
220
- | No log | 4.4474 | 338 | 0.6883 | 0.3069 | 0.6883 | 0.8296 |
221
- | No log | 4.4737 | 340 | 0.6892 | 0.3689 | 0.6892 | 0.8302 |
222
- | No log | 4.5 | 342 | 0.6989 | 0.3638 | 0.6989 | 0.8360 |
223
- | No log | 4.5263 | 344 | 0.7321 | 0.3363 | 0.7321 | 0.8557 |
224
- | No log | 4.5526 | 346 | 0.7457 | 0.3631 | 0.7457 | 0.8635 |
225
- | No log | 4.5789 | 348 | 0.7693 | 0.3631 | 0.7693 | 0.8771 |
226
- | No log | 4.6053 | 350 | 0.7656 | 0.3417 | 0.7656 | 0.8750 |
227
- | No log | 4.6316 | 352 | 0.7366 | 0.3906 | 0.7366 | 0.8583 |
228
- | No log | 4.6579 | 354 | 0.7370 | 0.3906 | 0.7370 | 0.8585 |
229
- | No log | 4.6842 | 356 | 0.7423 | 0.3978 | 0.7423 | 0.8615 |
230
- | No log | 4.7105 | 358 | 0.7970 | 0.3239 | 0.7970 | 0.8928 |
231
- | No log | 4.7368 | 360 | 0.7999 | 0.3331 | 0.7999 | 0.8944 |
232
- | No log | 4.7632 | 362 | 0.7524 | 0.3715 | 0.7524 | 0.8674 |
233
- | No log | 4.7895 | 364 | 0.7881 | 0.2633 | 0.7881 | 0.8878 |
234
- | No log | 4.8158 | 366 | 0.8133 | 0.3146 | 0.8133 | 0.9018 |
235
- | No log | 4.8421 | 368 | 0.7656 | 0.3574 | 0.7656 | 0.8750 |
236
- | No log | 4.8684 | 370 | 0.7729 | 0.3201 | 0.7729 | 0.8792 |
237
- | No log | 4.8947 | 372 | 0.8148 | 0.1875 | 0.8148 | 0.9026 |
238
- | No log | 4.9211 | 374 | 0.7877 | 0.1555 | 0.7877 | 0.8875 |
239
- | No log | 4.9474 | 376 | 0.7416 | 0.3628 | 0.7416 | 0.8612 |
240
- | No log | 4.9737 | 378 | 0.7576 | 0.3299 | 0.7576 | 0.8704 |
241
- | No log | 5.0 | 380 | 0.7897 | 0.3299 | 0.7897 | 0.8886 |
242
- | No log | 5.0263 | 382 | 0.7818 | 0.3574 | 0.7818 | 0.8842 |
243
- | No log | 5.0526 | 384 | 0.8273 | 0.2154 | 0.8273 | 0.9096 |
244
- | No log | 5.0789 | 386 | 0.8421 | 0.2884 | 0.8421 | 0.9177 |
245
- | No log | 5.1053 | 388 | 0.7908 | 0.2514 | 0.7908 | 0.8893 |
246
- | No log | 5.1316 | 390 | 0.7719 | 0.3078 | 0.7719 | 0.8786 |
247
- | No log | 5.1579 | 392 | 0.8603 | 0.2576 | 0.8603 | 0.9275 |
248
- | No log | 5.1842 | 394 | 0.9588 | 0.2728 | 0.9588 | 0.9792 |
249
- | No log | 5.2105 | 396 | 0.9056 | 0.3256 | 0.9056 | 0.9516 |
250
- | No log | 5.2368 | 398 | 0.7830 | 0.2691 | 0.7830 | 0.8849 |
251
- | No log | 5.2632 | 400 | 0.7535 | 0.2909 | 0.7535 | 0.8680 |
252
- | No log | 5.2895 | 402 | 0.8337 | 0.1571 | 0.8337 | 0.9131 |
253
- | No log | 5.3158 | 404 | 0.8445 | 0.1571 | 0.8445 | 0.9190 |
254
- | No log | 5.3421 | 406 | 0.7758 | 0.2857 | 0.7758 | 0.8808 |
255
- | No log | 5.3684 | 408 | 0.7887 | 0.2389 | 0.7887 | 0.8881 |
256
- | No log | 5.3947 | 410 | 0.8547 | 0.3305 | 0.8547 | 0.9245 |
257
- | No log | 5.4211 | 412 | 0.8279 | 0.2899 | 0.8279 | 0.9099 |
258
- | No log | 5.4474 | 414 | 0.7656 | 0.3078 | 0.7656 | 0.8750 |
259
- | No log | 5.4737 | 416 | 0.7857 | 0.2803 | 0.7857 | 0.8864 |
260
- | No log | 5.5 | 418 | 0.8572 | 0.1878 | 0.8572 | 0.9259 |
261
- | No log | 5.5263 | 420 | 0.8511 | 0.1878 | 0.8511 | 0.9225 |
262
- | No log | 5.5526 | 422 | 0.7858 | 0.3265 | 0.7858 | 0.8865 |
263
- | No log | 5.5789 | 424 | 0.7149 | 0.3198 | 0.7149 | 0.8455 |
264
- | No log | 5.6053 | 426 | 0.7388 | 0.3088 | 0.7388 | 0.8595 |
265
- | No log | 5.6316 | 428 | 0.7522 | 0.2784 | 0.7522 | 0.8673 |
266
- | No log | 5.6579 | 430 | 0.7339 | 0.2784 | 0.7339 | 0.8567 |
267
- | No log | 5.6842 | 432 | 0.7086 | 0.2215 | 0.7086 | 0.8418 |
268
- | No log | 5.7105 | 434 | 0.7139 | 0.3002 | 0.7139 | 0.8449 |
269
- | No log | 5.7368 | 436 | 0.7246 | 0.3239 | 0.7246 | 0.8512 |
270
- | No log | 5.7632 | 438 | 0.7260 | 0.2838 | 0.7260 | 0.8521 |
271
- | No log | 5.7895 | 440 | 0.7514 | 0.3078 | 0.7514 | 0.8668 |
272
- | No log | 5.8158 | 442 | 0.8059 | 0.3026 | 0.8059 | 0.8977 |
273
- | No log | 5.8421 | 444 | 0.8685 | 0.3005 | 0.8685 | 0.9319 |
274
- | No log | 5.8684 | 446 | 0.8109 | 0.3121 | 0.8109 | 0.9005 |
275
- | No log | 5.8947 | 448 | 0.7318 | 0.3618 | 0.7318 | 0.8554 |
276
- | No log | 5.9211 | 450 | 0.7068 | 0.4006 | 0.7068 | 0.8407 |
277
- | No log | 5.9474 | 452 | 0.7084 | 0.3792 | 0.7084 | 0.8417 |
278
- | No log | 5.9737 | 454 | 0.7394 | 0.3417 | 0.7394 | 0.8599 |
279
- | No log | 6.0 | 456 | 0.7383 | 0.3701 | 0.7383 | 0.8593 |
280
- | No log | 6.0263 | 458 | 0.7087 | 0.3769 | 0.7087 | 0.8418 |
281
- | No log | 6.0526 | 460 | 0.7401 | 0.4599 | 0.7401 | 0.8603 |
282
- | No log | 6.0789 | 462 | 0.7277 | 0.4675 | 0.7277 | 0.8530 |
283
- | No log | 6.1053 | 464 | 0.6886 | 0.4615 | 0.6886 | 0.8298 |
284
- | No log | 6.1316 | 466 | 0.6743 | 0.3299 | 0.6743 | 0.8212 |
285
- | No log | 6.1579 | 468 | 0.7145 | 0.4029 | 0.7145 | 0.8453 |
286
- | No log | 6.1842 | 470 | 0.7283 | 0.3221 | 0.7283 | 0.8534 |
287
- | No log | 6.2105 | 472 | 0.6809 | 0.3549 | 0.6809 | 0.8252 |
288
- | No log | 6.2368 | 474 | 0.6590 | 0.3762 | 0.6590 | 0.8118 |
289
- | No log | 6.2632 | 476 | 0.6836 | 0.4364 | 0.6836 | 0.8268 |
290
- | No log | 6.2895 | 478 | 0.7096 | 0.3972 | 0.7096 | 0.8424 |
291
- | No log | 6.3158 | 480 | 0.6991 | 0.4458 | 0.6991 | 0.8361 |
292
- | No log | 6.3421 | 482 | 0.7007 | 0.4137 | 0.7007 | 0.8371 |
293
- | No log | 6.3684 | 484 | 0.7063 | 0.3598 | 0.7063 | 0.8404 |
294
- | No log | 6.3947 | 486 | 0.7198 | 0.3482 | 0.7198 | 0.8484 |
295
- | No log | 6.4211 | 488 | 0.7076 | 0.3689 | 0.7076 | 0.8412 |
296
- | No log | 6.4474 | 490 | 0.7320 | 0.3888 | 0.7320 | 0.8556 |
297
- | No log | 6.4737 | 492 | 0.7365 | 0.3888 | 0.7365 | 0.8582 |
298
- | No log | 6.5 | 494 | 0.7550 | 0.3888 | 0.7550 | 0.8689 |
299
- | No log | 6.5263 | 496 | 0.7985 | 0.3526 | 0.7985 | 0.8936 |
300
- | No log | 6.5526 | 498 | 0.7498 | 0.3888 | 0.7498 | 0.8659 |
301
- | 0.3803 | 6.5789 | 500 | 0.6813 | 0.4147 | 0.6813 | 0.8254 |
302
- | 0.3803 | 6.6053 | 502 | 0.6741 | 0.4402 | 0.6741 | 0.8211 |
303
- | 0.3803 | 6.6316 | 504 | 0.6727 | 0.4402 | 0.6727 | 0.8202 |
304
- | 0.3803 | 6.6579 | 506 | 0.6606 | 0.4535 | 0.6606 | 0.8128 |
305
- | 0.3803 | 6.6842 | 508 | 0.6566 | 0.4278 | 0.6566 | 0.8103 |
306
- | 0.3803 | 6.7105 | 510 | 0.6626 | 0.3887 | 0.6626 | 0.8140 |
307
- | 0.3803 | 6.7368 | 512 | 0.6764 | 0.3887 | 0.6764 | 0.8224 |
308
- | 0.3803 | 6.7632 | 514 | 0.6786 | 0.4147 | 0.6786 | 0.8238 |
309
- | 0.3803 | 6.7895 | 516 | 0.6958 | 0.4362 | 0.6958 | 0.8342 |
310
- | 0.3803 | 6.8158 | 518 | 0.7586 | 0.3586 | 0.7586 | 0.8710 |
311
- | 0.3803 | 6.8421 | 520 | 0.7662 | 0.3873 | 0.7662 | 0.8753 |
312
- | 0.3803 | 6.8684 | 522 | 0.7223 | 0.3725 | 0.7223 | 0.8499 |
313
- | 0.3803 | 6.8947 | 524 | 0.7021 | 0.4458 | 0.7021 | 0.8379 |
314
- | 0.3803 | 6.9211 | 526 | 0.7088 | 0.3961 | 0.7088 | 0.8419 |
315
- | 0.3803 | 6.9474 | 528 | 0.6976 | 0.3961 | 0.6976 | 0.8352 |
316
- | 0.3803 | 6.9737 | 530 | 0.6825 | 0.3961 | 0.6825 | 0.8261 |
317
- | 0.3803 | 7.0 | 532 | 0.6641 | 0.3961 | 0.6641 | 0.8149 |
318
- | 0.3803 | 7.0263 | 534 | 0.6683 | 0.3961 | 0.6683 | 0.8175 |
319
 
320
 
321
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k16_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k16_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8779
19
+ - Qwk: 0.1577
20
+ - Mse: 0.8779
21
+ - Rmse: 0.9370
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.025 | 2 | 2.6354 | -0.0593 | 2.6354 | 1.6234 |
53
+ | No log | 0.05 | 4 | 1.3927 | 0.1259 | 1.3927 | 1.1801 |
54
+ | No log | 0.075 | 6 | 1.0319 | -0.1866 | 1.0319 | 1.0158 |
55
+ | No log | 0.1 | 8 | 1.0227 | 0.1179 | 1.0227 | 1.0113 |
56
+ | No log | 0.125 | 10 | 1.0801 | 0.0108 | 1.0801 | 1.0393 |
57
+ | No log | 0.15 | 12 | 1.2865 | 0.0838 | 1.2865 | 1.1343 |
58
+ | No log | 0.175 | 14 | 1.0905 | 0.1840 | 1.0905 | 1.0443 |
59
+ | No log | 0.2 | 16 | 0.9768 | 0.1100 | 0.9768 | 0.9883 |
60
+ | No log | 0.225 | 18 | 0.9530 | 0.1479 | 0.9530 | 0.9762 |
61
+ | No log | 0.25 | 20 | 0.9492 | -0.0487 | 0.9492 | 0.9743 |
62
+ | No log | 0.275 | 22 | 0.9533 | 0.0441 | 0.9533 | 0.9764 |
63
+ | No log | 0.3 | 24 | 0.9146 | -0.0491 | 0.9146 | 0.9564 |
64
+ | No log | 0.325 | 26 | 0.9027 | -0.0475 | 0.9027 | 0.9501 |
65
+ | No log | 0.35 | 28 | 0.9146 | -0.0259 | 0.9146 | 0.9563 |
66
+ | No log | 0.375 | 30 | 0.8965 | -0.0117 | 0.8965 | 0.9468 |
67
+ | No log | 0.4 | 32 | 0.9979 | 0.0570 | 0.9979 | 0.9990 |
68
+ | No log | 0.425 | 34 | 1.0554 | 0.1323 | 1.0554 | 1.0273 |
69
+ | No log | 0.45 | 36 | 0.9215 | 0.1379 | 0.9215 | 0.9600 |
70
+ | No log | 0.475 | 38 | 1.1193 | 0.0609 | 1.1193 | 1.0580 |
71
+ | No log | 0.5 | 40 | 1.0266 | 0.1110 | 1.0266 | 1.0132 |
72
+ | No log | 0.525 | 42 | 0.8579 | 0.1091 | 0.8579 | 0.9262 |
73
+ | No log | 0.55 | 44 | 1.0485 | 0.2233 | 1.0485 | 1.0239 |
74
+ | No log | 0.575 | 46 | 1.1711 | -0.0104 | 1.1711 | 1.0822 |
75
+ | No log | 0.6 | 48 | 1.0191 | 0.2584 | 1.0191 | 1.0095 |
76
+ | No log | 0.625 | 50 | 0.8159 | 0.1529 | 0.8159 | 0.9033 |
77
+ | No log | 0.65 | 52 | 0.7881 | 0.1407 | 0.7881 | 0.8877 |
78
+ | No log | 0.675 | 54 | 0.8215 | 0.2285 | 0.8215 | 0.9064 |
79
+ | No log | 0.7 | 56 | 0.8112 | 0.2027 | 0.8112 | 0.9007 |
80
+ | No log | 0.725 | 58 | 0.7676 | 0.0327 | 0.7676 | 0.8761 |
81
+ | No log | 0.75 | 60 | 0.7826 | 0.0 | 0.7826 | 0.8847 |
82
+ | No log | 0.775 | 62 | 0.8481 | 0.0509 | 0.8481 | 0.9209 |
83
+ | No log | 0.8 | 64 | 0.9091 | 0.0535 | 0.9091 | 0.9535 |
84
+ | No log | 0.825 | 66 | 0.9455 | 0.1697 | 0.9455 | 0.9724 |
85
+ | No log | 0.85 | 68 | 0.8838 | 0.0827 | 0.8838 | 0.9401 |
86
+ | No log | 0.875 | 70 | 0.8740 | 0.1298 | 0.8740 | 0.9349 |
87
+ | No log | 0.9 | 72 | 0.9040 | 0.1331 | 0.9040 | 0.9508 |
88
+ | No log | 0.925 | 74 | 0.9333 | 0.2303 | 0.9333 | 0.9661 |
89
+ | No log | 0.95 | 76 | 0.9567 | 0.2735 | 0.9567 | 0.9781 |
90
+ | No log | 0.975 | 78 | 0.8984 | 0.2273 | 0.8984 | 0.9479 |
91
+ | No log | 1.0 | 80 | 0.8751 | 0.2252 | 0.8751 | 0.9355 |
92
+ | No log | 1.025 | 82 | 0.8373 | 0.2535 | 0.8373 | 0.9150 |
93
+ | No log | 1.05 | 84 | 0.8305 | 0.2593 | 0.8305 | 0.9113 |
94
+ | No log | 1.075 | 86 | 0.8334 | 0.2334 | 0.8334 | 0.9129 |
95
+ | No log | 1.1 | 88 | 0.8941 | 0.2414 | 0.8941 | 0.9456 |
96
+ | No log | 1.125 | 90 | 0.9154 | 0.2419 | 0.9154 | 0.9568 |
97
+ | No log | 1.15 | 92 | 0.8555 | 0.2456 | 0.8555 | 0.9249 |
98
+ | No log | 1.175 | 94 | 0.8483 | 0.1835 | 0.8483 | 0.9211 |
99
+ | No log | 1.2 | 96 | 0.8647 | 0.1786 | 0.8647 | 0.9299 |
100
+ | No log | 1.225 | 98 | 0.9126 | 0.1650 | 0.9126 | 0.9553 |
101
+ | No log | 1.25 | 100 | 0.9803 | 0.2267 | 0.9803 | 0.9901 |
102
+ | No log | 1.275 | 102 | 1.0802 | 0.1689 | 1.0802 | 1.0393 |
103
+ | No log | 1.3 | 104 | 1.1722 | 0.2094 | 1.1722 | 1.0827 |
104
+ | No log | 1.325 | 106 | 1.1394 | 0.2249 | 1.1394 | 1.0674 |
105
+ | No log | 1.35 | 108 | 1.1978 | 0.0302 | 1.1978 | 1.0945 |
106
+ | No log | 1.375 | 110 | 1.2800 | 0.0453 | 1.2800 | 1.1314 |
107
+ | No log | 1.4 | 112 | 1.1290 | 0.1364 | 1.1290 | 1.0625 |
108
+ | No log | 1.425 | 114 | 1.1021 | 0.2256 | 1.1021 | 1.0498 |
109
+ | No log | 1.45 | 116 | 0.9918 | 0.1825 | 0.9918 | 0.9959 |
110
+ | No log | 1.475 | 118 | 0.9618 | 0.0985 | 0.9618 | 0.9807 |
111
+ | No log | 1.5 | 120 | 0.9665 | 0.1346 | 0.9665 | 0.9831 |
112
+ | No log | 1.525 | 122 | 0.9953 | 0.1439 | 0.9953 | 0.9977 |
113
+ | No log | 1.55 | 124 | 0.9809 | 0.1433 | 0.9809 | 0.9904 |
114
+ | No log | 1.575 | 126 | 0.8766 | 0.1935 | 0.8766 | 0.9363 |
115
+ | No log | 1.6 | 128 | 0.8651 | 0.2606 | 0.8651 | 0.9301 |
116
+ | No log | 1.625 | 130 | 0.8443 | 0.2114 | 0.8443 | 0.9189 |
117
+ | No log | 1.65 | 132 | 0.9908 | 0.1180 | 0.9908 | 0.9954 |
118
+ | No log | 1.675 | 134 | 1.2228 | 0.0967 | 1.2228 | 1.1058 |
119
+ | No log | 1.7 | 136 | 1.1055 | 0.1173 | 1.1055 | 1.0514 |
120
+ | No log | 1.725 | 138 | 0.9238 | 0.2434 | 0.9238 | 0.9611 |
121
+ | No log | 1.75 | 140 | 0.9037 | 0.2291 | 0.9037 | 0.9506 |
122
+ | No log | 1.775 | 142 | 1.1050 | 0.1370 | 1.1050 | 1.0512 |
123
+ | No log | 1.8 | 144 | 1.0487 | 0.1570 | 1.0487 | 1.0241 |
124
+ | No log | 1.825 | 146 | 0.9543 | 0.2078 | 0.9543 | 0.9769 |
125
+ | No log | 1.85 | 148 | 1.1494 | 0.1141 | 1.1494 | 1.0721 |
126
+ | No log | 1.875 | 150 | 1.1234 | 0.1439 | 1.1234 | 1.0599 |
127
+ | No log | 1.9 | 152 | 0.9059 | 0.2273 | 0.9059 | 0.9518 |
128
+ | No log | 1.925 | 154 | 0.8829 | 0.2342 | 0.8829 | 0.9396 |
129
+ | No log | 1.95 | 156 | 0.9205 | 0.2605 | 0.9205 | 0.9594 |
130
+ | No log | 1.975 | 158 | 0.8980 | 0.3106 | 0.8980 | 0.9476 |
131
+ | No log | 2.0 | 160 | 1.0110 | 0.1793 | 1.0110 | 1.0055 |
132
+ | No log | 2.025 | 162 | 1.0071 | 0.1458 | 1.0071 | 1.0035 |
133
+ | No log | 2.05 | 164 | 0.9563 | 0.2342 | 0.9563 | 0.9779 |
134
+ | No log | 2.075 | 166 | 1.0332 | 0.1710 | 1.0332 | 1.0165 |
135
+ | No log | 2.1 | 168 | 0.9734 | 0.2342 | 0.9734 | 0.9866 |
136
+ | No log | 2.125 | 170 | 0.9732 | 0.1965 | 0.9732 | 0.9865 |
137
+ | No log | 2.15 | 172 | 1.0240 | 0.1489 | 1.0240 | 1.0119 |
138
+ | No log | 2.175 | 174 | 0.9394 | 0.2222 | 0.9394 | 0.9692 |
139
+ | No log | 2.2 | 176 | 0.9596 | 0.2633 | 0.9596 | 0.9796 |
140
+ | No log | 2.225 | 178 | 0.9807 | 0.0639 | 0.9807 | 0.9903 |
141
+ | No log | 2.25 | 180 | 0.9597 | 0.3007 | 0.9597 | 0.9796 |
142
+ | No log | 2.275 | 182 | 0.9694 | 0.1531 | 0.9694 | 0.9846 |
143
+ | No log | 2.3 | 184 | 0.9823 | 0.1600 | 0.9823 | 0.9911 |
144
+ | No log | 2.325 | 186 | 0.9618 | 0.1124 | 0.9618 | 0.9807 |
145
+ | No log | 2.35 | 188 | 0.8914 | 0.1404 | 0.8914 | 0.9441 |
146
+ | No log | 2.375 | 190 | 0.8518 | 0.1871 | 0.8518 | 0.9229 |
147
+ | No log | 2.4 | 192 | 0.8810 | 0.2342 | 0.8810 | 0.9386 |
148
+ | No log | 2.425 | 194 | 0.9647 | 0.0741 | 0.9647 | 0.9822 |
149
+ | No log | 2.45 | 196 | 0.9595 | 0.1582 | 0.9595 | 0.9795 |
150
+ | No log | 2.475 | 198 | 1.0330 | 0.1652 | 1.0330 | 1.0164 |
151
+ | No log | 2.5 | 200 | 1.3227 | 0.1715 | 1.3227 | 1.1501 |
152
+ | No log | 2.525 | 202 | 1.3620 | 0.1486 | 1.3620 | 1.1671 |
153
+ | No log | 2.55 | 204 | 1.1061 | 0.1900 | 1.1061 | 1.0517 |
154
+ | No log | 2.575 | 206 | 1.1012 | 0.1266 | 1.1012 | 1.0494 |
155
+ | No log | 2.6 | 208 | 1.1154 | 0.1619 | 1.1154 | 1.0561 |
156
+ | No log | 2.625 | 210 | 1.0741 | 0.0835 | 1.0741 | 1.0364 |
157
+ | No log | 2.65 | 212 | 1.0452 | 0.1589 | 1.0452 | 1.0224 |
158
+ | No log | 2.675 | 214 | 0.9565 | 0.0583 | 0.9565 | 0.9780 |
159
+ | No log | 2.7 | 216 | 0.9890 | 0.1379 | 0.9890 | 0.9945 |
160
+ | No log | 2.725 | 218 | 1.0053 | 0.1379 | 1.0053 | 1.0026 |
161
+ | No log | 2.75 | 220 | 0.9957 | 0.0792 | 0.9957 | 0.9978 |
162
+ | No log | 2.775 | 222 | 1.2053 | 0.1696 | 1.2053 | 1.0979 |
163
+ | No log | 2.8 | 224 | 1.2202 | 0.1704 | 1.2202 | 1.1046 |
164
+ | No log | 2.825 | 226 | 0.9867 | 0.1612 | 0.9866 | 0.9933 |
165
+ | No log | 2.85 | 228 | 0.7981 | 0.2819 | 0.7981 | 0.8934 |
166
+ | No log | 2.875 | 230 | 0.7756 | 0.3552 | 0.7756 | 0.8807 |
167
+ | No log | 2.9 | 232 | 0.7875 | 0.3552 | 0.7875 | 0.8874 |
168
+ | No log | 2.925 | 234 | 0.8217 | 0.2445 | 0.8217 | 0.9065 |
169
+ | No log | 2.95 | 236 | 0.9916 | 0.1680 | 0.9916 | 0.9958 |
170
+ | No log | 2.975 | 238 | 1.0659 | 0.1860 | 1.0659 | 1.0324 |
171
+ | No log | 3.0 | 240 | 0.9399 | 0.1623 | 0.9399 | 0.9695 |
172
+ | No log | 3.025 | 242 | 0.8601 | 0.2936 | 0.8601 | 0.9274 |
173
+ | No log | 3.05 | 244 | 0.9130 | 0.2796 | 0.9130 | 0.9555 |
174
+ | No log | 3.075 | 246 | 0.9729 | 0.1622 | 0.9729 | 0.9864 |
175
+ | No log | 3.1 | 248 | 0.9667 | 0.2345 | 0.9667 | 0.9832 |
176
+ | No log | 3.125 | 250 | 1.0234 | 0.2551 | 1.0234 | 1.0116 |
177
+ | No log | 3.15 | 252 | 1.0913 | 0.1394 | 1.0913 | 1.0447 |
178
+ | No log | 3.175 | 254 | 1.0315 | 0.2526 | 1.0315 | 1.0156 |
179
+ | No log | 3.2 | 256 | 0.9759 | 0.2526 | 0.9759 | 0.9879 |
180
+ | No log | 3.225 | 258 | 0.8984 | 0.2564 | 0.8984 | 0.9479 |
181
+ | No log | 3.25 | 260 | 0.8635 | 0.2342 | 0.8635 | 0.9293 |
182
+ | No log | 3.275 | 262 | 0.8173 | 0.2392 | 0.8173 | 0.9041 |
183
+ | No log | 3.3 | 264 | 0.8486 | 0.2414 | 0.8486 | 0.9212 |
184
+ | No log | 3.325 | 266 | 0.8684 | 0.2253 | 0.8684 | 0.9319 |
185
+ | No log | 3.35 | 268 | 0.8167 | 0.2237 | 0.8167 | 0.9037 |
186
+ | No log | 3.375 | 270 | 0.8191 | 0.3129 | 0.8191 | 0.9050 |
187
+ | No log | 3.4 | 272 | 0.8957 | 0.2434 | 0.8957 | 0.9464 |
188
+ | No log | 3.425 | 274 | 0.8676 | 0.2318 | 0.8676 | 0.9315 |
189
+ | No log | 3.45 | 276 | 0.9201 | 0.2808 | 0.9201 | 0.9592 |
190
+ | No log | 3.475 | 278 | 1.1514 | 0.1909 | 1.1514 | 1.0730 |
191
+ | No log | 3.5 | 280 | 1.1356 | 0.2041 | 1.1356 | 1.0657 |
192
+ | No log | 3.525 | 282 | 1.0499 | 0.1603 | 1.0499 | 1.0246 |
193
+ | No log | 3.55 | 284 | 0.9585 | 0.1416 | 0.9585 | 0.9790 |
194
+ | No log | 3.575 | 286 | 0.8940 | 0.1522 | 0.8940 | 0.9455 |
195
+ | No log | 3.6 | 288 | 0.9267 | 0.1683 | 0.9267 | 0.9627 |
196
+ | No log | 3.625 | 290 | 0.9888 | 0.0863 | 0.9888 | 0.9944 |
197
+ | No log | 3.65 | 292 | 1.0616 | 0.1412 | 1.0616 | 1.0303 |
198
+ | No log | 3.675 | 294 | 1.0525 | 0.1680 | 1.0525 | 1.0259 |
199
+ | No log | 3.7 | 296 | 0.9389 | 0.1642 | 0.9389 | 0.9690 |
200
+ | No log | 3.725 | 298 | 0.7743 | 0.2751 | 0.7743 | 0.8799 |
201
+ | No log | 3.75 | 300 | 0.7404 | 0.3939 | 0.7404 | 0.8605 |
202
+ | No log | 3.775 | 302 | 0.7366 | 0.3939 | 0.7366 | 0.8583 |
203
+ | No log | 3.8 | 304 | 0.7460 | 0.3667 | 0.7460 | 0.8637 |
204
+ | No log | 3.825 | 306 | 0.7970 | 0.3068 | 0.7970 | 0.8928 |
205
+ | No log | 3.85 | 308 | 0.8393 | 0.3052 | 0.8393 | 0.9162 |
206
+ | No log | 3.875 | 310 | 0.9165 | 0.3664 | 0.9165 | 0.9573 |
207
+ | No log | 3.9 | 312 | 0.9575 | 0.3168 | 0.9575 | 0.9785 |
208
+ | No log | 3.925 | 314 | 0.9057 | 0.2254 | 0.9057 | 0.9517 |
209
+ | No log | 3.95 | 316 | 0.8612 | 0.2773 | 0.8612 | 0.9280 |
210
+ | No log | 3.975 | 318 | 0.9909 | 0.2777 | 0.9909 | 0.9955 |
211
+ | No log | 4.0 | 320 | 1.0716 | 0.2134 | 1.0716 | 1.0352 |
212
+ | No log | 4.025 | 322 | 0.9857 | 0.2129 | 0.9857 | 0.9928 |
213
+ | No log | 4.05 | 324 | 0.8167 | 0.2577 | 0.8167 | 0.9037 |
214
+ | No log | 4.075 | 326 | 0.8296 | 0.2522 | 0.8296 | 0.9108 |
215
+ | No log | 4.1 | 328 | 0.8557 | 0.2469 | 0.8557 | 0.9250 |
216
+ | No log | 4.125 | 330 | 0.8142 | 0.2516 | 0.8142 | 0.9023 |
217
+ | No log | 4.15 | 332 | 0.8289 | 0.2577 | 0.8289 | 0.9104 |
218
+ | No log | 4.175 | 334 | 0.8915 | 0.1839 | 0.8915 | 0.9442 |
219
+ | No log | 4.2 | 336 | 0.8407 | 0.1607 | 0.8407 | 0.9169 |
220
+ | No log | 4.225 | 338 | 0.7802 | 0.3111 | 0.7802 | 0.8833 |
221
+ | No log | 4.25 | 340 | 0.8230 | 0.1941 | 0.8230 | 0.9072 |
222
+ | No log | 4.275 | 342 | 0.8540 | 0.1537 | 0.8540 | 0.9241 |
223
+ | No log | 4.3 | 344 | 0.8292 | 0.2837 | 0.8292 | 0.9106 |
224
+ | No log | 4.325 | 346 | 0.8212 | 0.2901 | 0.8212 | 0.9062 |
225
+ | No log | 4.35 | 348 | 0.9369 | 0.2156 | 0.9369 | 0.9679 |
226
+ | No log | 4.375 | 350 | 1.0151 | 0.1707 | 1.0151 | 1.0075 |
227
+ | No log | 4.4 | 352 | 0.9483 | 0.1831 | 0.9483 | 0.9738 |
228
+ | No log | 4.425 | 354 | 0.8431 | 0.2604 | 0.8431 | 0.9182 |
229
+ | No log | 4.45 | 356 | 0.7848 | 0.3352 | 0.7848 | 0.8859 |
230
+ | No log | 4.475 | 358 | 0.8066 | 0.2872 | 0.8066 | 0.8981 |
231
+ | No log | 4.5 | 360 | 0.8132 | 0.2434 | 0.8132 | 0.9018 |
232
+ | No log | 4.525 | 362 | 0.8152 | 0.3006 | 0.8152 | 0.9029 |
233
+ | No log | 4.55 | 364 | 0.7846 | 0.3961 | 0.7846 | 0.8858 |
234
+ | No log | 4.575 | 366 | 0.8333 | 0.2808 | 0.8333 | 0.9128 |
235
+ | No log | 4.6 | 368 | 0.8442 | 0.2968 | 0.8442 | 0.9188 |
236
+ | No log | 4.625 | 370 | 0.7851 | 0.3011 | 0.7851 | 0.8860 |
237
+ | No log | 4.65 | 372 | 0.7769 | 0.3409 | 0.7769 | 0.8814 |
238
+ | No log | 4.675 | 374 | 0.8173 | 0.2652 | 0.8173 | 0.9040 |
239
+ | No log | 4.7 | 376 | 0.8010 | 0.2679 | 0.8010 | 0.8950 |
240
+ | No log | 4.725 | 378 | 0.7701 | 0.3762 | 0.7701 | 0.8775 |
241
+ | No log | 4.75 | 380 | 0.8517 | 0.1940 | 0.8517 | 0.9229 |
242
+ | No log | 4.775 | 382 | 0.9654 | 0.2343 | 0.9654 | 0.9825 |
243
+ | No log | 4.8 | 384 | 0.9273 | 0.1912 | 0.9273 | 0.9630 |
244
+ | No log | 4.825 | 386 | 0.8212 | 0.2694 | 0.8212 | 0.9062 |
245
+ | No log | 4.85 | 388 | 0.8252 | 0.3616 | 0.8252 | 0.9084 |
246
+ | No log | 4.875 | 390 | 0.8550 | 0.3255 | 0.8550 | 0.9246 |
247
+ | No log | 4.9 | 392 | 0.8849 | 0.3454 | 0.8849 | 0.9407 |
248
+ | No log | 4.925 | 394 | 0.8980 | 0.3552 | 0.8980 | 0.9476 |
249
+ | No log | 4.95 | 396 | 0.9077 | 0.3176 | 0.9077 | 0.9528 |
250
+ | No log | 4.975 | 398 | 0.8920 | 0.3494 | 0.8920 | 0.9445 |
251
+ | No log | 5.0 | 400 | 0.8477 | 0.3616 | 0.8477 | 0.9207 |
252
+ | No log | 5.025 | 402 | 0.8237 | 0.3126 | 0.8237 | 0.9076 |
253
+ | No log | 5.05 | 404 | 0.7956 | 0.3691 | 0.7956 | 0.8920 |
254
+ | No log | 5.075 | 406 | 0.7843 | 0.3556 | 0.7843 | 0.8856 |
255
+ | No log | 5.1 | 408 | 0.7744 | 0.3934 | 0.7744 | 0.8800 |
256
+ | No log | 5.125 | 410 | 0.7871 | 0.3347 | 0.7871 | 0.8872 |
257
+ | No log | 5.15 | 412 | 0.7775 | 0.2777 | 0.7775 | 0.8817 |
258
+ | No log | 5.175 | 414 | 0.7943 | 0.3106 | 0.7943 | 0.8912 |
259
+ | No log | 5.2 | 416 | 0.8123 | 0.3183 | 0.8123 | 0.9013 |
260
+ | No log | 5.225 | 418 | 0.8036 | 0.2809 | 0.8036 | 0.8964 |
261
+ | No log | 5.25 | 420 | 0.7996 | 0.3171 | 0.7996 | 0.8942 |
262
+ | No log | 5.275 | 422 | 0.8109 | 0.3106 | 0.8109 | 0.9005 |
263
+ | No log | 5.3 | 424 | 0.8044 | 0.3106 | 0.8044 | 0.8969 |
264
+ | No log | 5.325 | 426 | 0.7878 | 0.3198 | 0.7878 | 0.8876 |
265
+ | No log | 5.35 | 428 | 0.8034 | 0.3391 | 0.8034 | 0.8964 |
266
+ | No log | 5.375 | 430 | 0.7913 | 0.3391 | 0.7913 | 0.8895 |
267
+ | No log | 5.4 | 432 | 0.7815 | 0.4179 | 0.7815 | 0.8840 |
268
+ | No log | 5.425 | 434 | 0.8200 | 0.3189 | 0.8200 | 0.9055 |
269
+ | No log | 5.45 | 436 | 0.8038 | 0.3739 | 0.8038 | 0.8965 |
270
+ | No log | 5.475 | 438 | 0.7513 | 0.4105 | 0.7513 | 0.8668 |
271
+ | No log | 5.5 | 440 | 0.8180 | 0.2370 | 0.8180 | 0.9045 |
272
+ | No log | 5.525 | 442 | 0.9311 | 0.2964 | 0.9311 | 0.9649 |
273
+ | No log | 5.55 | 444 | 0.8707 | 0.3688 | 0.8707 | 0.9331 |
274
+ | No log | 5.575 | 446 | 0.7381 | 0.3314 | 0.7381 | 0.8592 |
275
+ | No log | 5.6 | 448 | 0.6941 | 0.3811 | 0.6941 | 0.8331 |
276
+ | No log | 5.625 | 450 | 0.7005 | 0.3811 | 0.7005 | 0.8369 |
277
+ | No log | 5.65 | 452 | 0.7129 | 0.3984 | 0.7129 | 0.8443 |
278
+ | No log | 5.675 | 454 | 0.7413 | 0.2888 | 0.7413 | 0.8610 |
279
+ | No log | 5.7 | 456 | 0.7719 | 0.3393 | 0.7719 | 0.8786 |
280
+ | No log | 5.725 | 458 | 0.8274 | 0.3207 | 0.8274 | 0.9096 |
281
+ | No log | 5.75 | 460 | 0.9092 | 0.2513 | 0.9092 | 0.9535 |
282
+ | No log | 5.775 | 462 | 1.0045 | 0.1591 | 1.0045 | 1.0023 |
283
+ | No log | 5.8 | 464 | 1.0252 | 0.1591 | 1.0252 | 1.0125 |
284
+ | No log | 5.825 | 466 | 0.9489 | 0.1594 | 0.9489 | 0.9741 |
285
+ | No log | 5.85 | 468 | 0.8934 | 0.2643 | 0.8934 | 0.9452 |
286
+ | No log | 5.875 | 470 | 0.8831 | 0.3085 | 0.8831 | 0.9397 |
287
+ | No log | 5.9 | 472 | 0.8820 | 0.2551 | 0.8820 | 0.9391 |
288
+ | No log | 5.925 | 474 | 0.8962 | 0.2053 | 0.8962 | 0.9467 |
289
+ | No log | 5.95 | 476 | 0.9257 | 0.2551 | 0.9257 | 0.9621 |
290
+ | No log | 5.975 | 478 | 0.9298 | 0.2551 | 0.9298 | 0.9643 |
291
+ | No log | 6.0 | 480 | 0.9275 | 0.1704 | 0.9275 | 0.9631 |
292
+ | No log | 6.025 | 482 | 0.9178 | 0.1464 | 0.9178 | 0.9580 |
293
+ | No log | 6.05 | 484 | 0.9084 | 0.1952 | 0.9084 | 0.9531 |
294
+ | No log | 6.075 | 486 | 0.8811 | 0.0583 | 0.8811 | 0.9387 |
295
+ | No log | 6.1 | 488 | 0.8960 | 0.2359 | 0.8960 | 0.9466 |
296
+ | No log | 6.125 | 490 | 0.9514 | 0.1682 | 0.9514 | 0.9754 |
297
+ | No log | 6.15 | 492 | 0.8862 | 0.2173 | 0.8862 | 0.9414 |
298
+ | No log | 6.175 | 494 | 0.8288 | 0.1264 | 0.8288 | 0.9104 |
299
+ | No log | 6.2 | 496 | 0.8067 | 0.1341 | 0.8067 | 0.8982 |
300
+ | No log | 6.225 | 498 | 0.8098 | 0.1341 | 0.8098 | 0.8999 |
301
+ | 0.3561 | 6.25 | 500 | 0.8428 | 0.2247 | 0.8428 | 0.9180 |
302
+ | 0.3561 | 6.275 | 502 | 0.9144 | 0.1839 | 0.9144 | 0.9563 |
303
+ | 0.3561 | 6.3 | 504 | 0.9141 | 0.1362 | 0.9141 | 0.9561 |
304
+ | 0.3561 | 6.325 | 506 | 0.8879 | 0.2193 | 0.8879 | 0.9423 |
305
+ | 0.3561 | 6.35 | 508 | 0.8856 | 0.1531 | 0.8856 | 0.9411 |
306
+ | 0.3561 | 6.375 | 510 | 0.8779 | 0.1577 | 0.8779 | 0.9370 |
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions