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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task2_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_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: 0.9202
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- - Qwk: 0.4731
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- - Mse: 0.9202
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- - Rmse: 0.9592
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  ## Model description
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@@ -47,271 +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 | 0.0444 | 2 | 4.7103 | 0.0010 | 4.7103 | 2.1703 |
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- | No log | 0.0889 | 4 | 3.6259 | -0.0013 | 3.6259 | 1.9042 |
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- | No log | 0.1333 | 6 | 1.7591 | 0.0504 | 1.7591 | 1.3263 |
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- | No log | 0.1778 | 8 | 1.2955 | 0.1080 | 1.2955 | 1.1382 |
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- | No log | 0.2222 | 10 | 1.2273 | 0.1417 | 1.2273 | 1.1078 |
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- | No log | 0.2667 | 12 | 1.2596 | 0.0454 | 1.2596 | 1.1223 |
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- | No log | 0.3111 | 14 | 1.2362 | 0.1076 | 1.2362 | 1.1118 |
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- | No log | 0.3556 | 16 | 1.2930 | 0.0860 | 1.2930 | 1.1371 |
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- | No log | 0.4 | 18 | 1.4058 | -0.0066 | 1.4058 | 1.1856 |
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- | No log | 0.4444 | 20 | 1.4248 | 0.0 | 1.4248 | 1.1936 |
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- | No log | 0.4889 | 22 | 1.4966 | 0.0 | 1.4966 | 1.2233 |
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- | No log | 0.5333 | 24 | 1.6575 | 0.0 | 1.6575 | 1.2874 |
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- | No log | 0.5778 | 26 | 1.5064 | 0.0 | 1.5064 | 1.2274 |
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- | No log | 0.6222 | 28 | 1.2063 | 0.1593 | 1.2063 | 1.0983 |
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- | No log | 0.6667 | 30 | 1.1513 | 0.1962 | 1.1513 | 1.0730 |
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- | No log | 0.7111 | 32 | 1.1767 | 0.1962 | 1.1767 | 1.0847 |
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- | No log | 0.7556 | 34 | 1.2182 | 0.0454 | 1.2182 | 1.1037 |
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- | No log | 0.8 | 36 | 1.2162 | 0.0700 | 1.2162 | 1.1028 |
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- | No log | 0.8444 | 38 | 1.3141 | 0.0627 | 1.3141 | 1.1463 |
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- | No log | 0.8889 | 40 | 1.3501 | 0.0600 | 1.3501 | 1.1620 |
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- | No log | 0.9333 | 42 | 1.1879 | 0.1314 | 1.1879 | 1.0899 |
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- | No log | 0.9778 | 44 | 1.1832 | 0.1351 | 1.1832 | 1.0877 |
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- | No log | 1.0222 | 46 | 1.2570 | 0.0979 | 1.2570 | 1.1212 |
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- | No log | 1.0667 | 48 | 1.3473 | 0.0232 | 1.3473 | 1.1607 |
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- | No log | 1.1111 | 50 | 1.2601 | 0.1753 | 1.2601 | 1.1226 |
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- | No log | 1.1556 | 52 | 1.2273 | 0.1288 | 1.2273 | 1.1078 |
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- | No log | 1.2 | 54 | 1.2460 | 0.0449 | 1.2460 | 1.1163 |
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- | No log | 1.2444 | 56 | 1.1969 | 0.1809 | 1.1969 | 1.0940 |
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- | No log | 1.2889 | 58 | 1.1185 | 0.3648 | 1.1185 | 1.0576 |
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- | No log | 1.3333 | 60 | 1.1243 | 0.2574 | 1.1243 | 1.0603 |
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- | No log | 1.3778 | 62 | 1.1859 | 0.1852 | 1.1859 | 1.0890 |
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- | No log | 1.4222 | 64 | 1.2016 | 0.1952 | 1.2016 | 1.0962 |
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- | No log | 1.4667 | 66 | 1.1577 | 0.2043 | 1.1577 | 1.0760 |
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- | No log | 1.5111 | 68 | 1.0515 | 0.1343 | 1.0515 | 1.0254 |
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- | No log | 1.5556 | 70 | 0.9962 | 0.2969 | 0.9962 | 0.9981 |
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- | No log | 1.6 | 72 | 0.9498 | 0.3298 | 0.9498 | 0.9746 |
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- | No log | 1.6444 | 74 | 0.9498 | 0.3578 | 0.9498 | 0.9746 |
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- | No log | 1.6889 | 76 | 0.9378 | 0.3631 | 0.9378 | 0.9684 |
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- | No log | 1.7333 | 78 | 0.8913 | 0.3537 | 0.8913 | 0.9441 |
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- | No log | 1.7778 | 80 | 0.8960 | 0.4087 | 0.8960 | 0.9466 |
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- | No log | 1.8222 | 82 | 0.8836 | 0.3787 | 0.8836 | 0.9400 |
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- | No log | 1.8667 | 84 | 0.9146 | 0.4898 | 0.9146 | 0.9564 |
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- | No log | 1.9111 | 86 | 0.9351 | 0.5304 | 0.9351 | 0.9670 |
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- | No log | 1.9556 | 88 | 1.0180 | 0.4536 | 1.0180 | 1.0090 |
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- | No log | 2.0 | 90 | 1.0627 | 0.3913 | 1.0627 | 1.0309 |
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- | No log | 2.0444 | 92 | 0.9990 | 0.3514 | 0.9990 | 0.9995 |
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- | No log | 2.0889 | 94 | 0.9144 | 0.3953 | 0.9144 | 0.9563 |
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- | No log | 2.1333 | 96 | 0.8840 | 0.5262 | 0.8840 | 0.9402 |
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- | No log | 2.1778 | 98 | 0.9001 | 0.5916 | 0.9001 | 0.9488 |
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- | No log | 2.2222 | 100 | 0.8879 | 0.4393 | 0.8879 | 0.9423 |
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- | No log | 2.2667 | 102 | 0.9597 | 0.4201 | 0.9597 | 0.9796 |
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- | No log | 2.3111 | 104 | 0.9830 | 0.3711 | 0.9830 | 0.9915 |
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- | No log | 2.3556 | 106 | 1.1186 | 0.3184 | 1.1186 | 1.0577 |
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- | No log | 2.4 | 108 | 1.1997 | 0.3991 | 1.1997 | 1.0953 |
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- | No log | 2.4444 | 110 | 1.0094 | 0.4410 | 1.0094 | 1.0047 |
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- | No log | 2.4889 | 112 | 0.8769 | 0.5023 | 0.8769 | 0.9364 |
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- | No log | 2.5333 | 114 | 0.8695 | 0.4939 | 0.8695 | 0.9325 |
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- | No log | 2.5778 | 116 | 0.8802 | 0.4805 | 0.8802 | 0.9382 |
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- | No log | 2.6222 | 118 | 0.8671 | 0.4794 | 0.8671 | 0.9312 |
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- | No log | 2.6667 | 120 | 0.8540 | 0.4805 | 0.8540 | 0.9241 |
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- | No log | 2.7111 | 122 | 0.8706 | 0.4546 | 0.8706 | 0.9331 |
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- | No log | 2.7556 | 124 | 1.0324 | 0.4545 | 1.0324 | 1.0161 |
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- | No log | 2.8 | 126 | 1.0976 | 0.4845 | 1.0976 | 1.0477 |
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- | No log | 2.8444 | 128 | 0.9972 | 0.4824 | 0.9972 | 0.9986 |
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- | No log | 2.8889 | 130 | 0.9115 | 0.4851 | 0.9115 | 0.9547 |
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- | No log | 2.9333 | 132 | 0.8015 | 0.4328 | 0.8015 | 0.8953 |
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- | No log | 2.9778 | 134 | 0.7437 | 0.5336 | 0.7437 | 0.8624 |
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- | No log | 3.0222 | 136 | 0.7348 | 0.6048 | 0.7348 | 0.8572 |
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- | No log | 3.0667 | 138 | 0.7343 | 0.5159 | 0.7343 | 0.8569 |
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- | No log | 3.1111 | 140 | 0.8919 | 0.5286 | 0.8919 | 0.9444 |
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- | No log | 3.1556 | 142 | 1.0766 | 0.5246 | 1.0766 | 1.0376 |
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- | No log | 3.2 | 144 | 0.9437 | 0.5270 | 0.9437 | 0.9714 |
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- | No log | 3.2444 | 146 | 0.7683 | 0.5418 | 0.7683 | 0.8765 |
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- | No log | 3.2889 | 148 | 0.8948 | 0.4783 | 0.8948 | 0.9459 |
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- | No log | 3.3333 | 150 | 0.8720 | 0.5133 | 0.8720 | 0.9338 |
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- | No log | 3.3778 | 152 | 0.7787 | 0.4676 | 0.7787 | 0.8824 |
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- | No log | 3.4222 | 154 | 0.8187 | 0.4852 | 0.8187 | 0.9048 |
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- | No log | 3.4667 | 156 | 1.0655 | 0.5043 | 1.0655 | 1.0322 |
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- | No log | 3.5111 | 158 | 1.1923 | 0.4809 | 1.1923 | 1.0919 |
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- | No log | 3.5556 | 160 | 1.1139 | 0.4567 | 1.1139 | 1.0554 |
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- | No log | 3.6 | 162 | 0.9206 | 0.4681 | 0.9206 | 0.9595 |
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- | No log | 3.6444 | 164 | 0.8665 | 0.4775 | 0.8665 | 0.9309 |
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- | No log | 3.6889 | 166 | 0.8862 | 0.4468 | 0.8862 | 0.9414 |
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- | No log | 3.7333 | 168 | 0.8832 | 0.4166 | 0.8832 | 0.9398 |
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- | No log | 3.7778 | 170 | 0.9308 | 0.4958 | 0.9308 | 0.9648 |
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- | No log | 3.8222 | 172 | 0.9768 | 0.5083 | 0.9768 | 0.9883 |
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- | No log | 3.8667 | 174 | 0.9647 | 0.4958 | 0.9647 | 0.9822 |
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- | No log | 3.9111 | 176 | 0.8788 | 0.4043 | 0.8788 | 0.9375 |
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- | No log | 3.9556 | 178 | 0.8227 | 0.4282 | 0.8227 | 0.9070 |
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- | No log | 4.0 | 180 | 0.8285 | 0.4737 | 0.8285 | 0.9102 |
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- | No log | 4.0444 | 182 | 0.8546 | 0.4976 | 0.8546 | 0.9244 |
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- | No log | 4.0889 | 184 | 0.8640 | 0.4976 | 0.8640 | 0.9295 |
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- | No log | 4.1333 | 186 | 0.8621 | 0.5098 | 0.8621 | 0.9285 |
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- | No log | 4.1778 | 188 | 0.8799 | 0.4784 | 0.8799 | 0.9381 |
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- | No log | 4.2222 | 190 | 0.8784 | 0.5351 | 0.8784 | 0.9372 |
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- | No log | 4.2667 | 192 | 0.8634 | 0.3902 | 0.8634 | 0.9292 |
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- | No log | 4.3111 | 194 | 0.9161 | 0.3936 | 0.9161 | 0.9571 |
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- | No log | 4.3556 | 196 | 1.1319 | 0.4186 | 1.1319 | 1.0639 |
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- | No log | 4.4 | 198 | 1.3075 | 0.3986 | 1.3075 | 1.1435 |
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- | No log | 4.4444 | 200 | 1.2915 | 0.3643 | 1.2915 | 1.1364 |
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- | No log | 4.4889 | 202 | 1.0995 | 0.4071 | 1.0995 | 1.0486 |
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- | No log | 4.5333 | 204 | 0.9185 | 0.3778 | 0.9185 | 0.9584 |
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- | No log | 4.5778 | 206 | 0.8669 | 0.4488 | 0.8669 | 0.9311 |
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- | No log | 4.6222 | 208 | 0.8741 | 0.4282 | 0.8741 | 0.9349 |
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- | No log | 4.6667 | 210 | 0.8984 | 0.4381 | 0.8984 | 0.9479 |
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- | No log | 4.7111 | 212 | 0.9114 | 0.4381 | 0.9114 | 0.9547 |
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- | No log | 4.7556 | 214 | 0.9082 | 0.3868 | 0.9082 | 0.9530 |
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- | No log | 4.8 | 216 | 0.8895 | 0.3762 | 0.8895 | 0.9431 |
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- | No log | 4.8444 | 218 | 0.8875 | 0.3705 | 0.8875 | 0.9420 |
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- | No log | 4.8889 | 220 | 0.8884 | 0.4122 | 0.8884 | 0.9425 |
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- | No log | 4.9333 | 222 | 0.9317 | 0.5046 | 0.9317 | 0.9652 |
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- | No log | 4.9778 | 224 | 1.0396 | 0.4219 | 1.0396 | 1.0196 |
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- | No log | 5.0222 | 226 | 1.0557 | 0.3907 | 1.0557 | 1.0275 |
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- | No log | 5.0667 | 228 | 0.9512 | 0.4261 | 0.9512 | 0.9753 |
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- | No log | 5.1111 | 230 | 0.9101 | 0.4164 | 0.9101 | 0.9540 |
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- | No log | 5.1556 | 232 | 0.9360 | 0.4224 | 0.9360 | 0.9675 |
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- | No log | 5.2 | 234 | 0.9702 | 0.4955 | 0.9702 | 0.9850 |
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- | No log | 5.2444 | 236 | 0.9250 | 0.4839 | 0.9250 | 0.9617 |
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- | No log | 5.2889 | 238 | 0.9242 | 0.4422 | 0.9242 | 0.9614 |
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- | No log | 5.3333 | 240 | 0.9289 | 0.4663 | 0.9289 | 0.9638 |
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- | No log | 5.3778 | 242 | 0.9235 | 0.4254 | 0.9235 | 0.9610 |
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- | No log | 5.4222 | 244 | 0.8812 | 0.3816 | 0.8812 | 0.9387 |
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- | No log | 5.4667 | 246 | 0.8530 | 0.4455 | 0.8530 | 0.9236 |
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- | No log | 5.5111 | 248 | 0.8507 | 0.4352 | 0.8507 | 0.9223 |
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- | No log | 5.5556 | 250 | 0.8777 | 0.4654 | 0.8777 | 0.9368 |
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- | No log | 5.6 | 252 | 0.9979 | 0.4436 | 0.9979 | 0.9990 |
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- | No log | 5.6444 | 254 | 1.0424 | 0.4618 | 1.0424 | 1.0210 |
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- | No log | 5.6889 | 256 | 0.9256 | 0.4733 | 0.9256 | 0.9621 |
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- | No log | 5.7333 | 258 | 0.8315 | 0.4676 | 0.8315 | 0.9119 |
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- | No log | 5.7778 | 260 | 0.8427 | 0.4933 | 0.8427 | 0.9180 |
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- | No log | 5.8222 | 262 | 0.8469 | 0.4951 | 0.8469 | 0.9202 |
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- | No log | 5.8667 | 264 | 0.9267 | 0.4742 | 0.9267 | 0.9627 |
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- | No log | 5.9111 | 266 | 0.9961 | 0.4786 | 0.9961 | 0.9980 |
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- | No log | 5.9556 | 268 | 0.9989 | 0.4685 | 0.9989 | 0.9995 |
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- | No log | 6.0 | 270 | 0.9082 | 0.4857 | 0.9082 | 0.9530 |
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- | No log | 6.0444 | 272 | 0.8281 | 0.4519 | 0.8281 | 0.9100 |
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- | No log | 6.0889 | 274 | 0.8090 | 0.4690 | 0.8090 | 0.8994 |
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- | No log | 6.1333 | 276 | 0.7957 | 0.4512 | 0.7957 | 0.8920 |
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- | No log | 6.1778 | 278 | 0.8065 | 0.4998 | 0.8065 | 0.8980 |
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- | No log | 6.2222 | 280 | 0.8287 | 0.5295 | 0.8287 | 0.9103 |
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- | No log | 6.2667 | 282 | 0.8806 | 0.4898 | 0.8806 | 0.9384 |
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- | No log | 6.3111 | 284 | 0.9206 | 0.4886 | 0.9206 | 0.9595 |
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- | No log | 6.3556 | 286 | 0.9876 | 0.4332 | 0.9876 | 0.9938 |
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- | No log | 6.4 | 288 | 0.9089 | 0.4886 | 0.9089 | 0.9533 |
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- | No log | 6.4444 | 290 | 0.8579 | 0.5240 | 0.8579 | 0.9262 |
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- | No log | 6.4889 | 292 | 0.8542 | 0.4799 | 0.8542 | 0.9242 |
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- | No log | 6.5333 | 294 | 0.8389 | 0.4343 | 0.8389 | 0.9159 |
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- | No log | 6.5778 | 296 | 0.8317 | 0.4646 | 0.8317 | 0.9120 |
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- | No log | 6.6222 | 298 | 0.8517 | 0.4470 | 0.8517 | 0.9229 |
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- | No log | 6.6667 | 300 | 0.9531 | 0.5086 | 0.9531 | 0.9763 |
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- | No log | 6.7111 | 302 | 1.0873 | 0.4403 | 1.0873 | 1.0427 |
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- | No log | 6.7556 | 304 | 1.0552 | 0.4216 | 1.0552 | 1.0272 |
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- | No log | 6.8 | 306 | 0.9363 | 0.4927 | 0.9363 | 0.9676 |
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- | No log | 6.8444 | 308 | 0.8729 | 0.3908 | 0.8729 | 0.9343 |
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- | No log | 6.8889 | 310 | 0.8677 | 0.4142 | 0.8677 | 0.9315 |
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- | No log | 6.9333 | 312 | 0.8773 | 0.3914 | 0.8773 | 0.9366 |
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- | No log | 6.9778 | 314 | 0.9156 | 0.5130 | 0.9156 | 0.9569 |
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- | No log | 7.0222 | 316 | 0.9637 | 0.4655 | 0.9637 | 0.9817 |
210
- | No log | 7.0667 | 318 | 0.9334 | 0.5086 | 0.9334 | 0.9661 |
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- | No log | 7.1111 | 320 | 0.8778 | 0.4934 | 0.8778 | 0.9369 |
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- | No log | 7.1556 | 322 | 0.8435 | 0.4505 | 0.8435 | 0.9184 |
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- | No log | 7.2 | 324 | 0.8450 | 0.4676 | 0.8450 | 0.9192 |
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- | No log | 7.2444 | 326 | 0.8666 | 0.4966 | 0.8666 | 0.9309 |
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- | No log | 7.2889 | 328 | 0.9229 | 0.5058 | 0.9229 | 0.9607 |
216
- | No log | 7.3333 | 330 | 0.9838 | 0.4521 | 0.9838 | 0.9919 |
217
- | No log | 7.3778 | 332 | 0.9545 | 0.4918 | 0.9545 | 0.9770 |
218
- | No log | 7.4222 | 334 | 0.8625 | 0.5421 | 0.8625 | 0.9287 |
219
- | No log | 7.4667 | 336 | 0.8088 | 0.4575 | 0.8088 | 0.8993 |
220
- | No log | 7.5111 | 338 | 0.7914 | 0.4824 | 0.7914 | 0.8896 |
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- | No log | 7.5556 | 340 | 0.8032 | 0.4686 | 0.8032 | 0.8962 |
222
- | No log | 7.6 | 342 | 0.8017 | 0.4389 | 0.8017 | 0.8954 |
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- | No log | 7.6444 | 344 | 0.8116 | 0.4824 | 0.8116 | 0.9009 |
224
- | No log | 7.6889 | 346 | 0.9044 | 0.4943 | 0.9044 | 0.9510 |
225
- | No log | 7.7333 | 348 | 0.9801 | 0.4587 | 0.9801 | 0.9900 |
226
- | No log | 7.7778 | 350 | 0.9688 | 0.4702 | 0.9688 | 0.9843 |
227
- | No log | 7.8222 | 352 | 0.8802 | 0.5058 | 0.8802 | 0.9382 |
228
- | No log | 7.8667 | 354 | 0.8456 | 0.5374 | 0.8456 | 0.9195 |
229
- | No log | 7.9111 | 356 | 0.7926 | 0.5014 | 0.7926 | 0.8903 |
230
- | No log | 7.9556 | 358 | 0.7790 | 0.4824 | 0.7790 | 0.8826 |
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- | No log | 8.0 | 360 | 0.7786 | 0.4824 | 0.7786 | 0.8824 |
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- | No log | 8.0444 | 362 | 0.7972 | 0.4966 | 0.7972 | 0.8929 |
233
- | No log | 8.0889 | 364 | 0.7920 | 0.4824 | 0.7920 | 0.8899 |
234
- | No log | 8.1333 | 366 | 0.7957 | 0.4824 | 0.7957 | 0.8920 |
235
- | No log | 8.1778 | 368 | 0.8110 | 0.5032 | 0.8110 | 0.9006 |
236
- | No log | 8.2222 | 370 | 0.8619 | 0.5462 | 0.8619 | 0.9284 |
237
- | No log | 8.2667 | 372 | 0.9446 | 0.5030 | 0.9446 | 0.9719 |
238
- | No log | 8.3111 | 374 | 0.9710 | 0.5016 | 0.9710 | 0.9854 |
239
- | No log | 8.3556 | 376 | 0.9163 | 0.5016 | 0.9163 | 0.9572 |
240
- | No log | 8.4 | 378 | 0.8641 | 0.4631 | 0.8641 | 0.9296 |
241
- | No log | 8.4444 | 380 | 0.8673 | 0.4838 | 0.8673 | 0.9313 |
242
- | No log | 8.4889 | 382 | 0.8709 | 0.5016 | 0.8709 | 0.9332 |
243
- | No log | 8.5333 | 384 | 0.8395 | 0.5014 | 0.8395 | 0.9163 |
244
- | No log | 8.5778 | 386 | 0.8438 | 0.4742 | 0.8438 | 0.9186 |
245
- | No log | 8.6222 | 388 | 0.8850 | 0.5016 | 0.8850 | 0.9407 |
246
- | No log | 8.6667 | 390 | 0.9629 | 0.4617 | 0.9629 | 0.9813 |
247
- | No log | 8.7111 | 392 | 0.9710 | 0.4617 | 0.9710 | 0.9854 |
248
- | No log | 8.7556 | 394 | 0.9058 | 0.4091 | 0.9058 | 0.9517 |
249
- | No log | 8.8 | 396 | 0.8723 | 0.4224 | 0.8723 | 0.9340 |
250
- | No log | 8.8444 | 398 | 0.8395 | 0.5141 | 0.8395 | 0.9163 |
251
- | No log | 8.8889 | 400 | 0.8418 | 0.5340 | 0.8418 | 0.9175 |
252
- | No log | 8.9333 | 402 | 0.8940 | 0.5260 | 0.8940 | 0.9455 |
253
- | No log | 8.9778 | 404 | 0.9115 | 0.5260 | 0.9115 | 0.9547 |
254
- | No log | 9.0222 | 406 | 0.8805 | 0.5260 | 0.8805 | 0.9383 |
255
- | No log | 9.0667 | 408 | 0.8677 | 0.5440 | 0.8677 | 0.9315 |
256
- | No log | 9.1111 | 410 | 0.8668 | 0.4851 | 0.8668 | 0.9310 |
257
- | No log | 9.1556 | 412 | 0.8265 | 0.5565 | 0.8265 | 0.9091 |
258
- | No log | 9.2 | 414 | 0.7948 | 0.4601 | 0.7948 | 0.8915 |
259
- | No log | 9.2444 | 416 | 0.8047 | 0.4601 | 0.8047 | 0.8970 |
260
- | No log | 9.2889 | 418 | 0.8473 | 0.4893 | 0.8473 | 0.9205 |
261
- | No log | 9.3333 | 420 | 0.9231 | 0.4641 | 0.9231 | 0.9608 |
262
- | No log | 9.3778 | 422 | 0.9679 | 0.4587 | 0.9679 | 0.9838 |
263
- | No log | 9.4222 | 424 | 0.9471 | 0.4426 | 0.9471 | 0.9732 |
264
- | No log | 9.4667 | 426 | 0.9145 | 0.4894 | 0.9145 | 0.9563 |
265
- | No log | 9.5111 | 428 | 0.8799 | 0.5080 | 0.8799 | 0.9380 |
266
- | No log | 9.5556 | 430 | 0.8709 | 0.5080 | 0.8709 | 0.9332 |
267
- | No log | 9.6 | 432 | 0.8570 | 0.4998 | 0.8570 | 0.9257 |
268
- | No log | 9.6444 | 434 | 0.8607 | 0.4998 | 0.8607 | 0.9277 |
269
- | No log | 9.6889 | 436 | 0.8456 | 0.5130 | 0.8456 | 0.9196 |
270
- | No log | 9.7333 | 438 | 0.8708 | 0.4526 | 0.8708 | 0.9332 |
271
- | No log | 9.7778 | 440 | 0.9019 | 0.4479 | 0.9019 | 0.9497 |
272
- | No log | 9.8222 | 442 | 0.8753 | 0.4519 | 0.8753 | 0.9356 |
273
- | No log | 9.8667 | 444 | 0.8417 | 0.4928 | 0.8417 | 0.9175 |
274
- | No log | 9.9111 | 446 | 0.8385 | 0.4098 | 0.8385 | 0.9157 |
275
- | No log | 9.9556 | 448 | 0.8394 | 0.4098 | 0.8394 | 0.9162 |
276
- | No log | 10.0 | 450 | 0.8472 | 0.5047 | 0.8472 | 0.9204 |
277
- | No log | 10.0444 | 452 | 0.9492 | 0.4601 | 0.9492 | 0.9743 |
278
- | No log | 10.0889 | 454 | 1.0287 | 0.4574 | 1.0287 | 1.0143 |
279
- | No log | 10.1333 | 456 | 0.9903 | 0.4580 | 0.9903 | 0.9952 |
280
- | No log | 10.1778 | 458 | 0.9279 | 0.4440 | 0.9279 | 0.9633 |
281
- | No log | 10.2222 | 460 | 0.8514 | 0.4657 | 0.8514 | 0.9227 |
282
- | No log | 10.2667 | 462 | 0.8161 | 0.4501 | 0.8161 | 0.9034 |
283
- | No log | 10.3111 | 464 | 0.8089 | 0.4367 | 0.8089 | 0.8994 |
284
- | No log | 10.3556 | 466 | 0.7863 | 0.4960 | 0.7863 | 0.8868 |
285
- | No log | 10.4 | 468 | 0.7713 | 0.5043 | 0.7713 | 0.8782 |
286
- | No log | 10.4444 | 470 | 0.7889 | 0.5585 | 0.7889 | 0.8882 |
287
- | No log | 10.4889 | 472 | 0.8100 | 0.5490 | 0.8100 | 0.9000 |
288
- | No log | 10.5333 | 474 | 0.8467 | 0.54 | 0.8467 | 0.9202 |
289
- | No log | 10.5778 | 476 | 0.9434 | 0.5113 | 0.9434 | 0.9713 |
290
- | No log | 10.6222 | 478 | 0.9994 | 0.5016 | 0.9994 | 0.9997 |
291
- | No log | 10.6667 | 480 | 0.9765 | 0.4851 | 0.9765 | 0.9882 |
292
- | No log | 10.7111 | 482 | 1.0020 | 0.4851 | 1.0020 | 1.0010 |
293
- | No log | 10.7556 | 484 | 0.9927 | 0.5030 | 0.9927 | 0.9963 |
294
- | No log | 10.8 | 486 | 0.9298 | 0.5217 | 0.9298 | 0.9643 |
295
- | No log | 10.8444 | 488 | 0.8631 | 0.5047 | 0.8631 | 0.9290 |
296
- | No log | 10.8889 | 490 | 0.8461 | 0.4962 | 0.8461 | 0.9199 |
297
- | No log | 10.9333 | 492 | 0.8496 | 0.5392 | 0.8496 | 0.9217 |
298
- | No log | 10.9778 | 494 | 0.8515 | 0.5392 | 0.8515 | 0.9228 |
299
- | No log | 11.0222 | 496 | 0.8458 | 0.5392 | 0.8458 | 0.9197 |
300
- | No log | 11.0667 | 498 | 0.8433 | 0.5721 | 0.8433 | 0.9183 |
301
- | 0.3819 | 11.1111 | 500 | 0.8312 | 0.4946 | 0.8312 | 0.9117 |
302
- | 0.3819 | 11.1556 | 502 | 0.8220 | 0.4979 | 0.8220 | 0.9067 |
303
- | 0.3819 | 11.2 | 504 | 0.8247 | 0.4722 | 0.8247 | 0.9081 |
304
- | 0.3819 | 11.2444 | 506 | 0.8494 | 0.5149 | 0.8494 | 0.9216 |
305
- | 0.3819 | 11.2889 | 508 | 0.8731 | 0.5594 | 0.8731 | 0.9344 |
306
- | 0.3819 | 11.3333 | 510 | 0.8522 | 0.5149 | 0.8522 | 0.9231 |
307
- | 0.3819 | 11.3778 | 512 | 0.8468 | 0.5149 | 0.8468 | 0.9202 |
308
- | 0.3819 | 11.4222 | 514 | 0.8564 | 0.4777 | 0.8564 | 0.9254 |
309
- | 0.3819 | 11.4667 | 516 | 0.9017 | 0.5063 | 0.9017 | 0.9496 |
310
- | 0.3819 | 11.5111 | 518 | 0.9351 | 0.4863 | 0.9351 | 0.9670 |
311
- | 0.3819 | 11.5556 | 520 | 0.9207 | 0.4466 | 0.9207 | 0.9595 |
312
- | 0.3819 | 11.6 | 522 | 0.9277 | 0.4466 | 0.9277 | 0.9632 |
313
- | 0.3819 | 11.6444 | 524 | 0.9332 | 0.4596 | 0.9332 | 0.9660 |
314
- | 0.3819 | 11.6889 | 526 | 0.9202 | 0.4731 | 0.9202 | 0.9592 |
315
 
316
 
317
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_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: 0.8361
19
+ - Qwk: 0.5411
20
+ - Mse: 0.8361
21
+ - Rmse: 0.9144
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0392 | 2 | 4.3390 | 0.0163 | 4.3390 | 2.0830 |
53
+ | No log | 0.0784 | 4 | 3.1711 | 0.0080 | 3.1711 | 1.7808 |
54
+ | No log | 0.1176 | 6 | 1.8291 | 0.0629 | 1.8291 | 1.3525 |
55
+ | No log | 0.1569 | 8 | 1.3150 | 0.1021 | 1.3150 | 1.1467 |
56
+ | No log | 0.1961 | 10 | 1.4439 | -0.0697 | 1.4439 | 1.2016 |
57
+ | No log | 0.2353 | 12 | 1.1873 | 0.1585 | 1.1873 | 1.0896 |
58
+ | No log | 0.2745 | 14 | 1.2630 | 0.0974 | 1.2630 | 1.1238 |
59
+ | No log | 0.3137 | 16 | 1.2934 | 0.1354 | 1.2934 | 1.1373 |
60
+ | No log | 0.3529 | 18 | 1.3609 | -0.0451 | 1.3609 | 1.1666 |
61
+ | No log | 0.3922 | 20 | 1.3466 | -0.0300 | 1.3466 | 1.1604 |
62
+ | No log | 0.4314 | 22 | 1.3356 | 0.0339 | 1.3356 | 1.1557 |
63
+ | No log | 0.4706 | 24 | 1.1176 | 0.3338 | 1.1176 | 1.0572 |
64
+ | No log | 0.5098 | 26 | 1.0756 | 0.2936 | 1.0756 | 1.0371 |
65
+ | No log | 0.5490 | 28 | 0.9859 | 0.3307 | 0.9859 | 0.9929 |
66
+ | No log | 0.5882 | 30 | 0.9643 | 0.3073 | 0.9643 | 0.9820 |
67
+ | No log | 0.6275 | 32 | 0.9007 | 0.3854 | 0.9007 | 0.9490 |
68
+ | No log | 0.6667 | 34 | 0.9622 | 0.4213 | 0.9622 | 0.9809 |
69
+ | No log | 0.7059 | 36 | 0.9708 | 0.4383 | 0.9708 | 0.9853 |
70
+ | No log | 0.7451 | 38 | 0.9878 | 0.4100 | 0.9878 | 0.9939 |
71
+ | No log | 0.7843 | 40 | 1.0558 | 0.3998 | 1.0558 | 1.0275 |
72
+ | No log | 0.8235 | 42 | 0.9242 | 0.5643 | 0.9242 | 0.9614 |
73
+ | No log | 0.8627 | 44 | 0.7955 | 0.5241 | 0.7955 | 0.8919 |
74
+ | No log | 0.9020 | 46 | 0.7980 | 0.5329 | 0.7980 | 0.8933 |
75
+ | No log | 0.9412 | 48 | 0.8442 | 0.6061 | 0.8442 | 0.9188 |
76
+ | No log | 0.9804 | 50 | 1.0407 | 0.4839 | 1.0407 | 1.0202 |
77
+ | No log | 1.0196 | 52 | 1.1216 | 0.3570 | 1.1216 | 1.0591 |
78
+ | No log | 1.0588 | 54 | 1.0024 | 0.4949 | 1.0024 | 1.0012 |
79
+ | No log | 1.0980 | 56 | 0.8697 | 0.5816 | 0.8697 | 0.9326 |
80
+ | No log | 1.1373 | 58 | 0.8600 | 0.5816 | 0.8600 | 0.9274 |
81
+ | No log | 1.1765 | 60 | 0.8561 | 0.5673 | 0.8561 | 0.9253 |
82
+ | No log | 1.2157 | 62 | 0.9019 | 0.4699 | 0.9019 | 0.9497 |
83
+ | No log | 1.2549 | 64 | 0.8546 | 0.5415 | 0.8546 | 0.9245 |
84
+ | No log | 1.2941 | 66 | 0.8366 | 0.5308 | 0.8366 | 0.9147 |
85
+ | No log | 1.3333 | 68 | 0.8373 | 0.5102 | 0.8373 | 0.9150 |
86
+ | No log | 1.3725 | 70 | 0.8966 | 0.4919 | 0.8966 | 0.9469 |
87
+ | No log | 1.4118 | 72 | 1.1326 | 0.3388 | 1.1326 | 1.0642 |
88
+ | No log | 1.4510 | 74 | 1.1207 | 0.3289 | 1.1207 | 1.0586 |
89
+ | No log | 1.4902 | 76 | 0.9146 | 0.5290 | 0.9146 | 0.9563 |
90
+ | No log | 1.5294 | 78 | 0.9239 | 0.5012 | 0.9239 | 0.9612 |
91
+ | No log | 1.5686 | 80 | 0.9205 | 0.4914 | 0.9205 | 0.9594 |
92
+ | No log | 1.6078 | 82 | 0.8815 | 0.4496 | 0.8815 | 0.9389 |
93
+ | No log | 1.6471 | 84 | 0.9873 | 0.4961 | 0.9873 | 0.9936 |
94
+ | No log | 1.6863 | 86 | 0.9612 | 0.5115 | 0.9612 | 0.9804 |
95
+ | No log | 1.7255 | 88 | 0.9322 | 0.4411 | 0.9322 | 0.9655 |
96
+ | No log | 1.7647 | 90 | 0.9161 | 0.4718 | 0.9161 | 0.9571 |
97
+ | No log | 1.8039 | 92 | 0.9150 | 0.4718 | 0.9150 | 0.9566 |
98
+ | No log | 1.8431 | 94 | 0.9314 | 0.4403 | 0.9314 | 0.9651 |
99
+ | No log | 1.8824 | 96 | 0.9626 | 0.5011 | 0.9626 | 0.9811 |
100
+ | No log | 1.9216 | 98 | 0.9502 | 0.4914 | 0.9502 | 0.9748 |
101
+ | No log | 1.9608 | 100 | 0.9553 | 0.5180 | 0.9553 | 0.9774 |
102
+ | No log | 2.0 | 102 | 0.9492 | 0.5196 | 0.9492 | 0.9743 |
103
+ | No log | 2.0392 | 104 | 0.9319 | 0.5121 | 0.9319 | 0.9653 |
104
+ | No log | 2.0784 | 106 | 0.9399 | 0.4358 | 0.9399 | 0.9695 |
105
+ | No log | 2.1176 | 108 | 1.0022 | 0.4567 | 1.0022 | 1.0011 |
106
+ | No log | 2.1569 | 110 | 0.9675 | 0.3985 | 0.9675 | 0.9836 |
107
+ | No log | 2.1961 | 112 | 1.0184 | 0.4842 | 1.0184 | 1.0091 |
108
+ | No log | 2.2353 | 114 | 1.0343 | 0.5439 | 1.0343 | 1.0170 |
109
+ | No log | 2.2745 | 116 | 1.0025 | 0.5171 | 1.0025 | 1.0012 |
110
+ | No log | 2.3137 | 118 | 0.9541 | 0.4731 | 0.9541 | 0.9768 |
111
+ | No log | 2.3529 | 120 | 0.9240 | 0.5143 | 0.9240 | 0.9612 |
112
+ | No log | 2.3922 | 122 | 0.8736 | 0.4894 | 0.8736 | 0.9346 |
113
+ | No log | 2.4314 | 124 | 0.8481 | 0.4747 | 0.8481 | 0.9209 |
114
+ | No log | 2.4706 | 126 | 0.8490 | 0.4939 | 0.8490 | 0.9214 |
115
+ | No log | 2.5098 | 128 | 0.8457 | 0.5136 | 0.8457 | 0.9196 |
116
+ | No log | 2.5490 | 130 | 0.9305 | 0.5704 | 0.9305 | 0.9646 |
117
+ | No log | 2.5882 | 132 | 0.8684 | 0.5802 | 0.8684 | 0.9319 |
118
+ | No log | 2.6275 | 134 | 0.8357 | 0.5669 | 0.8357 | 0.9141 |
119
+ | No log | 2.6667 | 136 | 0.7962 | 0.5621 | 0.7962 | 0.8923 |
120
+ | No log | 2.7059 | 138 | 0.9018 | 0.5431 | 0.9018 | 0.9496 |
121
+ | No log | 2.7451 | 140 | 1.0108 | 0.4976 | 1.0108 | 1.0054 |
122
+ | No log | 2.7843 | 142 | 0.8833 | 0.4667 | 0.8833 | 0.9399 |
123
+ | No log | 2.8235 | 144 | 0.8146 | 0.3830 | 0.8146 | 0.9025 |
124
+ | No log | 2.8627 | 146 | 0.8029 | 0.4908 | 0.8029 | 0.8960 |
125
+ | No log | 2.9020 | 148 | 0.7534 | 0.5044 | 0.7534 | 0.8680 |
126
+ | No log | 2.9412 | 150 | 0.7207 | 0.5675 | 0.7207 | 0.8489 |
127
+ | No log | 2.9804 | 152 | 0.7896 | 0.5763 | 0.7896 | 0.8886 |
128
+ | No log | 3.0196 | 154 | 0.8883 | 0.5458 | 0.8883 | 0.9425 |
129
+ | No log | 3.0588 | 156 | 0.7851 | 0.5920 | 0.7851 | 0.8861 |
130
+ | No log | 3.0980 | 158 | 0.7777 | 0.6271 | 0.7777 | 0.8819 |
131
+ | No log | 3.1373 | 160 | 0.7791 | 0.6305 | 0.7791 | 0.8827 |
132
+ | No log | 3.1765 | 162 | 0.7703 | 0.5937 | 0.7703 | 0.8777 |
133
+ | No log | 3.2157 | 164 | 0.7848 | 0.5611 | 0.7848 | 0.8859 |
134
+ | No log | 3.2549 | 166 | 0.8604 | 0.5892 | 0.8604 | 0.9276 |
135
+ | No log | 3.2941 | 168 | 0.8466 | 0.5647 | 0.8466 | 0.9201 |
136
+ | No log | 3.3333 | 170 | 0.8205 | 0.5735 | 0.8205 | 0.9058 |
137
+ | No log | 3.3725 | 172 | 0.8292 | 0.5879 | 0.8292 | 0.9106 |
138
+ | No log | 3.4118 | 174 | 0.8713 | 0.5601 | 0.8713 | 0.9334 |
139
+ | No log | 3.4510 | 176 | 0.8535 | 0.5624 | 0.8535 | 0.9238 |
140
+ | No log | 3.4902 | 178 | 0.8391 | 0.5424 | 0.8391 | 0.9160 |
141
+ | No log | 3.5294 | 180 | 0.8333 | 0.4582 | 0.8333 | 0.9128 |
142
+ | No log | 3.5686 | 182 | 0.8298 | 0.4936 | 0.8298 | 0.9109 |
143
+ | No log | 3.6078 | 184 | 0.8462 | 0.4870 | 0.8462 | 0.9199 |
144
+ | No log | 3.6471 | 186 | 0.9183 | 0.5495 | 0.9183 | 0.9583 |
145
+ | No log | 3.6863 | 188 | 1.0800 | 0.5489 | 1.0800 | 1.0392 |
146
+ | No log | 3.7255 | 190 | 1.1408 | 0.5358 | 1.1408 | 1.0681 |
147
+ | No log | 3.7647 | 192 | 1.0451 | 0.5526 | 1.0451 | 1.0223 |
148
+ | No log | 3.8039 | 194 | 0.8646 | 0.5039 | 0.8646 | 0.9298 |
149
+ | No log | 3.8431 | 196 | 0.8304 | 0.4853 | 0.8304 | 0.9113 |
150
+ | No log | 3.8824 | 198 | 0.8522 | 0.5008 | 0.8522 | 0.9231 |
151
+ | No log | 3.9216 | 200 | 0.8346 | 0.4699 | 0.8346 | 0.9136 |
152
+ | No log | 3.9608 | 202 | 0.8770 | 0.5305 | 0.8770 | 0.9365 |
153
+ | No log | 4.0 | 204 | 0.8574 | 0.4926 | 0.8574 | 0.9259 |
154
+ | No log | 4.0392 | 206 | 0.8427 | 0.4618 | 0.8427 | 0.9180 |
155
+ | No log | 4.0784 | 208 | 0.8458 | 0.3913 | 0.8458 | 0.9197 |
156
+ | No log | 4.1176 | 210 | 0.8551 | 0.4304 | 0.8551 | 0.9247 |
157
+ | No log | 4.1569 | 212 | 0.8266 | 0.4728 | 0.8266 | 0.9092 |
158
+ | No log | 4.1961 | 214 | 0.8493 | 0.4632 | 0.8493 | 0.9216 |
159
+ | No log | 4.2353 | 216 | 0.8255 | 0.4993 | 0.8255 | 0.9086 |
160
+ | No log | 4.2745 | 218 | 0.8336 | 0.4993 | 0.8336 | 0.9130 |
161
+ | No log | 4.3137 | 220 | 0.8400 | 0.5295 | 0.8400 | 0.9165 |
162
+ | No log | 4.3529 | 222 | 0.8757 | 0.5114 | 0.8757 | 0.9358 |
163
+ | No log | 4.3922 | 224 | 0.8357 | 0.5275 | 0.8357 | 0.9142 |
164
+ | No log | 4.4314 | 226 | 0.8055 | 0.5462 | 0.8055 | 0.8975 |
165
+ | No log | 4.4706 | 228 | 0.8990 | 0.4829 | 0.8990 | 0.9482 |
166
+ | No log | 4.5098 | 230 | 0.9906 | 0.4444 | 0.9906 | 0.9953 |
167
+ | No log | 4.5490 | 232 | 0.9171 | 0.4849 | 0.9171 | 0.9577 |
168
+ | No log | 4.5882 | 234 | 0.8014 | 0.4815 | 0.8014 | 0.8952 |
169
+ | No log | 4.6275 | 236 | 0.8638 | 0.5177 | 0.8638 | 0.9294 |
170
+ | No log | 4.6667 | 238 | 1.0202 | 0.5224 | 1.0202 | 1.0101 |
171
+ | No log | 4.7059 | 240 | 0.9798 | 0.4883 | 0.9798 | 0.9898 |
172
+ | No log | 4.7451 | 242 | 0.8498 | 0.5647 | 0.8498 | 0.9219 |
173
+ | No log | 4.7843 | 244 | 0.8324 | 0.5279 | 0.8324 | 0.9124 |
174
+ | No log | 4.8235 | 246 | 0.8286 | 0.5279 | 0.8286 | 0.9103 |
175
+ | No log | 4.8627 | 248 | 0.8093 | 0.5411 | 0.8093 | 0.8996 |
176
+ | No log | 4.9020 | 250 | 0.7805 | 0.5204 | 0.7805 | 0.8834 |
177
+ | No log | 4.9412 | 252 | 0.7706 | 0.5556 | 0.7706 | 0.8778 |
178
+ | No log | 4.9804 | 254 | 0.8082 | 0.5812 | 0.8082 | 0.8990 |
179
+ | No log | 5.0196 | 256 | 0.8358 | 0.5269 | 0.8358 | 0.9142 |
180
+ | No log | 5.0588 | 258 | 0.7784 | 0.6288 | 0.7784 | 0.8823 |
181
+ | No log | 5.0980 | 260 | 0.7799 | 0.6241 | 0.7799 | 0.8831 |
182
+ | No log | 5.1373 | 262 | 0.8340 | 0.5728 | 0.8340 | 0.9133 |
183
+ | No log | 5.1765 | 264 | 0.8336 | 0.5458 | 0.8336 | 0.9130 |
184
+ | No log | 5.2157 | 266 | 0.8319 | 0.5345 | 0.8319 | 0.9121 |
185
+ | No log | 5.2549 | 268 | 0.8207 | 0.4794 | 0.8207 | 0.9059 |
186
+ | No log | 5.2941 | 270 | 0.8046 | 0.3991 | 0.8046 | 0.8970 |
187
+ | No log | 5.3333 | 272 | 0.7943 | 0.3987 | 0.7943 | 0.8913 |
188
+ | No log | 5.3725 | 274 | 0.7896 | 0.4218 | 0.7896 | 0.8886 |
189
+ | No log | 5.4118 | 276 | 0.7945 | 0.4534 | 0.7945 | 0.8913 |
190
+ | No log | 5.4510 | 278 | 0.7943 | 0.3852 | 0.7943 | 0.8913 |
191
+ | No log | 5.4902 | 280 | 0.8186 | 0.4603 | 0.8186 | 0.9047 |
192
+ | No log | 5.5294 | 282 | 0.8494 | 0.5542 | 0.8494 | 0.9216 |
193
+ | No log | 5.5686 | 284 | 0.9098 | 0.5600 | 0.9098 | 0.9538 |
194
+ | No log | 5.6078 | 286 | 0.8693 | 0.5600 | 0.8693 | 0.9324 |
195
+ | No log | 5.6471 | 288 | 0.7850 | 0.5073 | 0.7850 | 0.8860 |
196
+ | No log | 5.6863 | 290 | 0.8154 | 0.4465 | 0.8154 | 0.9030 |
197
+ | No log | 5.7255 | 292 | 0.8813 | 0.4741 | 0.8813 | 0.9388 |
198
+ | No log | 5.7647 | 294 | 0.8395 | 0.4331 | 0.8395 | 0.9162 |
199
+ | No log | 5.8039 | 296 | 0.8105 | 0.4980 | 0.8105 | 0.9003 |
200
+ | No log | 5.8431 | 298 | 0.9452 | 0.5614 | 0.9452 | 0.9722 |
201
+ | No log | 5.8824 | 300 | 0.9990 | 0.5471 | 0.9990 | 0.9995 |
202
+ | No log | 5.9216 | 302 | 0.8805 | 0.5515 | 0.8805 | 0.9383 |
203
+ | No log | 5.9608 | 304 | 0.7853 | 0.4160 | 0.7853 | 0.8861 |
204
+ | No log | 6.0 | 306 | 0.8060 | 0.4598 | 0.8060 | 0.8978 |
205
+ | No log | 6.0392 | 308 | 0.7794 | 0.4598 | 0.7794 | 0.8828 |
206
+ | No log | 6.0784 | 310 | 0.7702 | 0.5408 | 0.7702 | 0.8776 |
207
+ | No log | 6.1176 | 312 | 0.8461 | 0.5658 | 0.8461 | 0.9198 |
208
+ | No log | 6.1569 | 314 | 0.8483 | 0.5658 | 0.8483 | 0.9211 |
209
+ | No log | 6.1961 | 316 | 0.8126 | 0.5390 | 0.8126 | 0.9014 |
210
+ | No log | 6.2353 | 318 | 0.7923 | 0.5435 | 0.7923 | 0.8901 |
211
+ | No log | 6.2745 | 320 | 0.7870 | 0.4834 | 0.7870 | 0.8871 |
212
+ | No log | 6.3137 | 322 | 0.8131 | 0.4724 | 0.8131 | 0.9017 |
213
+ | No log | 6.3529 | 324 | 0.9059 | 0.5577 | 0.9059 | 0.9518 |
214
+ | No log | 6.3922 | 326 | 0.9568 | 0.5199 | 0.9568 | 0.9782 |
215
+ | No log | 6.4314 | 328 | 1.0070 | 0.5280 | 1.0070 | 1.0035 |
216
+ | No log | 6.4706 | 330 | 0.9527 | 0.5224 | 0.9527 | 0.9760 |
217
+ | No log | 6.5098 | 332 | 0.8292 | 0.5660 | 0.8292 | 0.9106 |
218
+ | No log | 6.5490 | 334 | 0.7479 | 0.5548 | 0.7479 | 0.8648 |
219
+ | No log | 6.5882 | 336 | 0.7430 | 0.5439 | 0.7430 | 0.8620 |
220
+ | No log | 6.6275 | 338 | 0.7477 | 0.5322 | 0.7477 | 0.8647 |
221
+ | No log | 6.6667 | 340 | 0.7680 | 0.5971 | 0.7680 | 0.8764 |
222
+ | No log | 6.7059 | 342 | 0.8607 | 0.5370 | 0.8607 | 0.9277 |
223
+ | No log | 6.7451 | 344 | 0.9665 | 0.5304 | 0.9665 | 0.9831 |
224
+ | No log | 6.7843 | 346 | 0.9626 | 0.5233 | 0.9626 | 0.9811 |
225
+ | No log | 6.8235 | 348 | 0.9042 | 0.5130 | 0.9042 | 0.9509 |
226
+ | No log | 6.8627 | 350 | 0.8280 | 0.4143 | 0.8280 | 0.9100 |
227
+ | No log | 6.9020 | 352 | 0.8019 | 0.4620 | 0.8019 | 0.8955 |
228
+ | No log | 6.9412 | 354 | 0.8078 | 0.5390 | 0.8078 | 0.8988 |
229
+ | No log | 6.9804 | 356 | 0.8204 | 0.5487 | 0.8204 | 0.9058 |
230
+ | No log | 7.0196 | 358 | 0.8385 | 0.5279 | 0.8385 | 0.9157 |
231
+ | No log | 7.0588 | 360 | 0.8447 | 0.5465 | 0.8447 | 0.9191 |
232
+ | No log | 7.0980 | 362 | 0.8569 | 0.4964 | 0.8569 | 0.9257 |
233
+ | No log | 7.1373 | 364 | 0.9630 | 0.4991 | 0.9630 | 0.9813 |
234
+ | No log | 7.1765 | 366 | 1.0235 | 0.4475 | 1.0235 | 1.0117 |
235
+ | No log | 7.2157 | 368 | 0.9669 | 0.4197 | 0.9669 | 0.9833 |
236
+ | No log | 7.2549 | 370 | 0.8880 | 0.3627 | 0.8880 | 0.9423 |
237
+ | No log | 7.2941 | 372 | 0.9081 | 0.4363 | 0.9081 | 0.9529 |
238
+ | No log | 7.3333 | 374 | 0.9592 | 0.4840 | 0.9592 | 0.9794 |
239
+ | No log | 7.3725 | 376 | 0.9552 | 0.5014 | 0.9552 | 0.9773 |
240
+ | No log | 7.4118 | 378 | 0.8842 | 0.5042 | 0.8842 | 0.9403 |
241
+ | No log | 7.4510 | 380 | 0.8214 | 0.4340 | 0.8214 | 0.9063 |
242
+ | No log | 7.4902 | 382 | 0.8120 | 0.4340 | 0.8120 | 0.9011 |
243
+ | No log | 7.5294 | 384 | 0.8256 | 0.5411 | 0.8256 | 0.9086 |
244
+ | No log | 7.5686 | 386 | 0.8395 | 0.5390 | 0.8395 | 0.9162 |
245
+ | No log | 7.6078 | 388 | 0.8130 | 0.5548 | 0.8130 | 0.9017 |
246
+ | No log | 7.6471 | 390 | 0.7916 | 0.5011 | 0.7916 | 0.8897 |
247
+ | No log | 7.6863 | 392 | 0.7922 | 0.4760 | 0.7922 | 0.8901 |
248
+ | No log | 7.7255 | 394 | 0.7928 | 0.4760 | 0.7928 | 0.8904 |
249
+ | No log | 7.7647 | 396 | 0.7967 | 0.5361 | 0.7967 | 0.8926 |
250
+ | No log | 7.8039 | 398 | 0.8061 | 0.5738 | 0.8061 | 0.8978 |
251
+ | No log | 7.8431 | 400 | 0.8119 | 0.5730 | 0.8119 | 0.9011 |
252
+ | No log | 7.8824 | 402 | 0.8206 | 0.5728 | 0.8206 | 0.9059 |
253
+ | No log | 7.9216 | 404 | 0.8140 | 0.5611 | 0.8140 | 0.9022 |
254
+ | No log | 7.9608 | 406 | 0.8045 | 0.5880 | 0.8045 | 0.8969 |
255
+ | No log | 8.0 | 408 | 0.7933 | 0.6120 | 0.7933 | 0.8907 |
256
+ | No log | 8.0392 | 410 | 0.7993 | 0.5892 | 0.7993 | 0.8940 |
257
+ | No log | 8.0784 | 412 | 0.7860 | 0.5983 | 0.7860 | 0.8866 |
258
+ | No log | 8.1176 | 414 | 0.7771 | 0.5391 | 0.7771 | 0.8815 |
259
+ | No log | 8.1569 | 416 | 0.7740 | 0.5214 | 0.7740 | 0.8798 |
260
+ | No log | 8.1961 | 418 | 0.7780 | 0.5769 | 0.7780 | 0.8820 |
261
+ | No log | 8.2353 | 420 | 0.8088 | 0.5706 | 0.8088 | 0.8993 |
262
+ | No log | 8.2745 | 422 | 0.8658 | 0.5682 | 0.8658 | 0.9305 |
263
+ | No log | 8.3137 | 424 | 0.8623 | 0.5539 | 0.8623 | 0.9286 |
264
+ | No log | 8.3529 | 426 | 0.8157 | 0.5385 | 0.8157 | 0.9032 |
265
+ | No log | 8.3922 | 428 | 0.7895 | 0.4757 | 0.7895 | 0.8885 |
266
+ | No log | 8.4314 | 430 | 0.7917 | 0.4548 | 0.7917 | 0.8898 |
267
+ | No log | 8.4706 | 432 | 0.7948 | 0.4548 | 0.7948 | 0.8915 |
268
+ | No log | 8.5098 | 434 | 0.7991 | 0.5028 | 0.7991 | 0.8939 |
269
+ | No log | 8.5490 | 436 | 0.7882 | 0.5773 | 0.7882 | 0.8878 |
270
+ | No log | 8.5882 | 438 | 0.7758 | 0.5596 | 0.7758 | 0.8808 |
271
+ | No log | 8.6275 | 440 | 0.7697 | 0.5242 | 0.7697 | 0.8773 |
272
+ | No log | 8.6667 | 442 | 0.7701 | 0.5773 | 0.7701 | 0.8775 |
273
+ | No log | 8.7059 | 444 | 0.7728 | 0.5773 | 0.7728 | 0.8791 |
274
+ | No log | 8.7451 | 446 | 0.7758 | 0.5573 | 0.7758 | 0.8808 |
275
+ | No log | 8.7843 | 448 | 0.7774 | 0.5773 | 0.7774 | 0.8817 |
276
+ | No log | 8.8235 | 450 | 0.7862 | 0.5773 | 0.7862 | 0.8867 |
277
+ | No log | 8.8627 | 452 | 0.7919 | 0.5773 | 0.7919 | 0.8899 |
278
+ | No log | 8.9020 | 454 | 0.8019 | 0.5773 | 0.8019 | 0.8955 |
279
+ | No log | 8.9412 | 456 | 0.8108 | 0.5886 | 0.8108 | 0.9004 |
280
+ | No log | 8.9804 | 458 | 0.8118 | 0.5886 | 0.8118 | 0.9010 |
281
+ | No log | 9.0196 | 460 | 0.8145 | 0.5886 | 0.8145 | 0.9025 |
282
+ | No log | 9.0588 | 462 | 0.8053 | 0.5391 | 0.8053 | 0.8974 |
283
+ | No log | 9.0980 | 464 | 0.8075 | 0.5391 | 0.8075 | 0.8986 |
284
+ | No log | 9.1373 | 466 | 0.8047 | 0.5204 | 0.8047 | 0.8970 |
285
+ | No log | 9.1765 | 468 | 0.7909 | 0.5011 | 0.7909 | 0.8893 |
286
+ | No log | 9.2157 | 470 | 0.7839 | 0.5011 | 0.7839 | 0.8854 |
287
+ | No log | 9.2549 | 472 | 0.7871 | 0.5204 | 0.7871 | 0.8872 |
288
+ | No log | 9.2941 | 474 | 0.8246 | 0.5698 | 0.8246 | 0.9081 |
289
+ | No log | 9.3333 | 476 | 0.8261 | 0.5698 | 0.8261 | 0.9089 |
290
+ | No log | 9.3725 | 478 | 0.7843 | 0.5203 | 0.7843 | 0.8856 |
291
+ | No log | 9.4118 | 480 | 0.7642 | 0.4548 | 0.7642 | 0.8742 |
292
+ | No log | 9.4510 | 482 | 0.7512 | 0.4980 | 0.7512 | 0.8667 |
293
+ | No log | 9.4902 | 484 | 0.7383 | 0.5983 | 0.7383 | 0.8593 |
294
+ | No log | 9.5294 | 486 | 0.7351 | 0.5892 | 0.7351 | 0.8574 |
295
+ | No log | 9.5686 | 488 | 0.7181 | 0.5684 | 0.7181 | 0.8474 |
296
+ | No log | 9.6078 | 490 | 0.7140 | 0.5322 | 0.7140 | 0.8450 |
297
+ | No log | 9.6471 | 492 | 0.7296 | 0.5474 | 0.7296 | 0.8542 |
298
+ | No log | 9.6863 | 494 | 0.7306 | 0.5451 | 0.7306 | 0.8547 |
299
+ | No log | 9.7255 | 496 | 0.7309 | 0.6237 | 0.7309 | 0.8549 |
300
+ | No log | 9.7647 | 498 | 0.7987 | 0.5981 | 0.7987 | 0.8937 |
301
+ | 0.3162 | 9.8039 | 500 | 0.8345 | 0.5781 | 0.8345 | 0.9135 |
302
+ | 0.3162 | 9.8431 | 502 | 0.8285 | 0.5680 | 0.8285 | 0.9102 |
303
+ | 0.3162 | 9.8824 | 504 | 0.8142 | 0.5563 | 0.8142 | 0.9023 |
304
+ | 0.3162 | 9.9216 | 506 | 0.8326 | 0.5365 | 0.8326 | 0.9125 |
305
+ | 0.3162 | 9.9608 | 508 | 0.8258 | 0.5026 | 0.8258 | 0.9087 |
306
+ | 0.3162 | 10.0 | 510 | 0.8361 | 0.5411 | 0.8361 | 0.9144 |
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions