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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task7_organization

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Training in progress, step 500

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  1. README.md +258 -263
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_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: 0.8407
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- - Qwk: -0.0088
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- - Mse: 0.8407
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- - Rmse: 0.9169
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  ## Model description
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@@ -47,263 +47,258 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.2857 | 2 | 2.4689 | -0.0449 | 2.4689 | 1.5713 |
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- | No log | 0.5714 | 4 | 1.2471 | 0.1262 | 1.2471 | 1.1168 |
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- | No log | 0.8571 | 6 | 1.0083 | -0.0970 | 1.0083 | 1.0041 |
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- | No log | 1.1429 | 8 | 0.9159 | -0.0444 | 0.9159 | 0.9570 |
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- | No log | 1.4286 | 10 | 0.9143 | -0.0426 | 0.9143 | 0.9562 |
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- | No log | 1.7143 | 12 | 0.8837 | -0.0054 | 0.8837 | 0.9401 |
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- | No log | 2.0 | 14 | 1.0096 | -0.0495 | 1.0096 | 1.0048 |
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- | No log | 2.2857 | 16 | 1.1199 | -0.2328 | 1.1199 | 1.0583 |
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- | No log | 2.5714 | 18 | 1.0157 | -0.0354 | 1.0157 | 1.0078 |
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- | No log | 2.8571 | 20 | 0.8846 | 0.0 | 0.8846 | 0.9405 |
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- | No log | 3.1429 | 22 | 0.8439 | 0.0428 | 0.8439 | 0.9186 |
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- | No log | 3.4286 | 24 | 0.8243 | 0.0 | 0.8243 | 0.9079 |
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- | No log | 3.7143 | 26 | 0.8128 | 0.0 | 0.8128 | 0.9015 |
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- | No log | 4.0 | 28 | 0.8406 | 0.0 | 0.8406 | 0.9168 |
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- | No log | 4.2857 | 30 | 0.9026 | 0.0027 | 0.9026 | 0.9501 |
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- | No log | 4.5714 | 32 | 0.9418 | 0.0535 | 0.9418 | 0.9705 |
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- | No log | 4.8571 | 34 | 0.9794 | -0.0228 | 0.9794 | 0.9896 |
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- | No log | 5.1429 | 36 | 0.9209 | -0.0288 | 0.9209 | 0.9597 |
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- | No log | 5.4286 | 38 | 0.8222 | 0.0 | 0.8222 | 0.9067 |
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- | No log | 5.7143 | 40 | 0.8140 | 0.0840 | 0.8140 | 0.9022 |
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- | No log | 6.0 | 42 | 0.8616 | 0.0428 | 0.8616 | 0.9282 |
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- | No log | 6.2857 | 44 | 1.0573 | -0.0846 | 1.0573 | 1.0282 |
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- | No log | 6.5714 | 46 | 1.2035 | -0.1326 | 1.2035 | 1.0970 |
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- | No log | 6.8571 | 48 | 0.9943 | -0.0622 | 0.9943 | 0.9972 |
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- | No log | 7.1429 | 50 | 0.8386 | 0.1327 | 0.8386 | 0.9158 |
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- | No log | 7.4286 | 52 | 0.8175 | 0.0898 | 0.8175 | 0.9041 |
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- | No log | 7.7143 | 54 | 0.7836 | 0.2481 | 0.7836 | 0.8852 |
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- | No log | 8.0 | 56 | 0.7565 | 0.2572 | 0.7565 | 0.8698 |
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- | No log | 8.2857 | 58 | 0.7537 | 0.2308 | 0.7537 | 0.8682 |
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- | No log | 8.5714 | 60 | 0.7791 | 0.0408 | 0.7791 | 0.8827 |
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- | No log | 8.8571 | 62 | 0.7886 | 0.0827 | 0.7886 | 0.8880 |
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- | No log | 9.1429 | 64 | 0.8124 | 0.1174 | 0.8124 | 0.9013 |
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- | No log | 9.4286 | 66 | 0.7977 | 0.1887 | 0.7977 | 0.8931 |
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- | No log | 9.7143 | 68 | 0.8269 | 0.1813 | 0.8269 | 0.9094 |
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- | No log | 10.0 | 70 | 0.8542 | 0.1509 | 0.8542 | 0.9242 |
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- | No log | 10.2857 | 72 | 0.8526 | 0.1471 | 0.8526 | 0.9234 |
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- | No log | 10.5714 | 74 | 0.8204 | 0.1336 | 0.8204 | 0.9058 |
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- | No log | 10.8571 | 76 | 0.8059 | 0.3081 | 0.8059 | 0.8977 |
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- | No log | 11.1429 | 78 | 0.8165 | 0.2847 | 0.8165 | 0.9036 |
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- | No log | 11.4286 | 80 | 0.8088 | 0.2527 | 0.8088 | 0.8993 |
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- | No log | 11.7143 | 82 | 0.7947 | 0.2379 | 0.7947 | 0.8914 |
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- | No log | 12.0 | 84 | 0.7852 | 0.2170 | 0.7852 | 0.8861 |
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- | No log | 12.2857 | 86 | 0.8792 | 0.2611 | 0.8792 | 0.9377 |
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- | No log | 12.5714 | 88 | 0.9547 | 0.1273 | 0.9547 | 0.9771 |
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- | No log | 12.8571 | 90 | 0.8633 | 0.2926 | 0.8633 | 0.9291 |
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- | No log | 13.1429 | 92 | 0.7831 | 0.1500 | 0.7831 | 0.8849 |
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- | No log | 13.4286 | 94 | 0.7757 | 0.1386 | 0.7757 | 0.8807 |
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- | No log | 13.7143 | 96 | 0.7858 | 0.1746 | 0.7858 | 0.8865 |
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- | No log | 14.0 | 98 | 0.8004 | 0.1471 | 0.8004 | 0.8947 |
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- | No log | 14.2857 | 100 | 0.8279 | 0.1889 | 0.8279 | 0.9099 |
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- | No log | 14.5714 | 102 | 0.8253 | 0.0377 | 0.8253 | 0.9085 |
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- | No log | 14.8571 | 104 | 0.8216 | 0.2043 | 0.8216 | 0.9064 |
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- | No log | 15.1429 | 106 | 0.8410 | 0.2319 | 0.8410 | 0.9171 |
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- | No log | 15.4286 | 108 | 0.8389 | 0.1935 | 0.8389 | 0.9159 |
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- | No log | 15.7143 | 110 | 0.8365 | 0.0790 | 0.8365 | 0.9146 |
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- | No log | 16.0 | 112 | 0.8566 | 0.1215 | 0.8566 | 0.9255 |
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- | No log | 16.2857 | 114 | 0.8641 | 0.1558 | 0.8641 | 0.9296 |
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- | No log | 16.5714 | 116 | 0.8720 | 0.1417 | 0.8720 | 0.9338 |
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- | No log | 16.8571 | 118 | 0.9283 | 0.0842 | 0.9283 | 0.9635 |
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- | No log | 17.1429 | 120 | 0.9782 | 0.0886 | 0.9782 | 0.9890 |
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- | No log | 17.4286 | 122 | 0.9991 | 0.0518 | 0.9991 | 0.9996 |
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- | No log | 17.7143 | 124 | 1.0579 | -0.0115 | 1.0579 | 1.0285 |
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- | No log | 18.0 | 126 | 1.0899 | 0.0215 | 1.0899 | 1.0440 |
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- | No log | 18.2857 | 128 | 1.0090 | 0.0785 | 1.0090 | 1.0045 |
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- | No log | 18.5714 | 130 | 0.9178 | 0.0705 | 0.9178 | 0.9580 |
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- | No log | 18.8571 | 132 | 0.8944 | 0.1216 | 0.8944 | 0.9458 |
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- | No log | 19.1429 | 134 | 0.8566 | 0.0618 | 0.8566 | 0.9255 |
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- | No log | 19.4286 | 136 | 0.8359 | 0.0377 | 0.8359 | 0.9143 |
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- | No log | 19.7143 | 138 | 0.8529 | 0.0861 | 0.8529 | 0.9235 |
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- | No log | 20.0 | 140 | 0.9277 | 0.0922 | 0.9277 | 0.9632 |
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- | No log | 20.2857 | 142 | 0.9251 | 0.0922 | 0.9251 | 0.9618 |
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- | No log | 20.5714 | 144 | 0.8291 | 0.1455 | 0.8291 | 0.9105 |
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- | No log | 20.8571 | 146 | 0.8057 | 0.0637 | 0.8057 | 0.8976 |
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- | No log | 21.1429 | 148 | 0.7825 | 0.0637 | 0.7825 | 0.8846 |
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- | No log | 21.4286 | 150 | 0.7789 | 0.1569 | 0.7789 | 0.8825 |
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- | No log | 21.7143 | 152 | 0.8018 | 0.2299 | 0.8018 | 0.8954 |
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- | No log | 22.0 | 154 | 0.8145 | 0.2642 | 0.8145 | 0.9025 |
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- | No log | 22.2857 | 156 | 0.8008 | 0.2744 | 0.8008 | 0.8949 |
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- | No log | 22.5714 | 158 | 0.8113 | 0.1902 | 0.8113 | 0.9007 |
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- | No log | 22.8571 | 160 | 0.8103 | 0.1935 | 0.8103 | 0.9002 |
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- | No log | 23.1429 | 162 | 0.8009 | 0.2379 | 0.8009 | 0.8949 |
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- | No log | 23.4286 | 164 | 0.7904 | 0.1341 | 0.7904 | 0.8891 |
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- | No log | 23.7143 | 166 | 0.8258 | 0.1174 | 0.8258 | 0.9087 |
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- | No log | 24.0 | 168 | 0.9101 | 0.1889 | 0.9101 | 0.9540 |
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- | No log | 24.2857 | 170 | 0.9269 | 0.1519 | 0.9269 | 0.9628 |
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- | No log | 24.5714 | 172 | 0.8836 | 0.1483 | 0.8836 | 0.9400 |
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- | No log | 24.8571 | 174 | 0.8570 | 0.1015 | 0.8570 | 0.9258 |
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- | No log | 25.1429 | 176 | 0.8476 | 0.1672 | 0.8476 | 0.9206 |
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- | No log | 25.4286 | 178 | 0.8340 | 0.1367 | 0.8339 | 0.9132 |
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- | No log | 25.7143 | 180 | 0.8171 | 0.0646 | 0.8171 | 0.9040 |
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- | No log | 26.0 | 182 | 0.8236 | 0.1710 | 0.8236 | 0.9075 |
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- | No log | 26.2857 | 184 | 0.8273 | 0.1336 | 0.8273 | 0.9096 |
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- | No log | 26.5714 | 186 | 0.8308 | 0.0694 | 0.8308 | 0.9115 |
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- | No log | 26.8571 | 188 | 0.8778 | 0.2249 | 0.8778 | 0.9369 |
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- | No log | 27.1429 | 190 | 0.8863 | 0.1838 | 0.8863 | 0.9415 |
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- | No log | 27.4286 | 192 | 0.8494 | 0.1325 | 0.8494 | 0.9217 |
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- | No log | 27.7143 | 194 | 0.8536 | 0.0977 | 0.8536 | 0.9239 |
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- | No log | 28.0 | 196 | 0.8406 | 0.0977 | 0.8406 | 0.9169 |
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- | No log | 28.2857 | 198 | 0.8035 | 0.0977 | 0.8035 | 0.8964 |
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- | No log | 28.5714 | 200 | 0.7952 | 0.2434 | 0.7952 | 0.8917 |
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- | No log | 28.8571 | 202 | 0.8021 | 0.2434 | 0.8021 | 0.8956 |
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- | No log | 29.1429 | 204 | 0.8102 | 0.1842 | 0.8102 | 0.9001 |
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- | No log | 29.4286 | 206 | 0.8159 | 0.2292 | 0.8159 | 0.9033 |
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- | No log | 29.7143 | 208 | 0.7714 | 0.1221 | 0.7714 | 0.8783 |
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- | No log | 30.0 | 210 | 0.7552 | 0.1051 | 0.7552 | 0.8690 |
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- | No log | 30.2857 | 212 | 0.7666 | 0.1386 | 0.7666 | 0.8756 |
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- | No log | 30.5714 | 214 | 0.7729 | 0.1347 | 0.7729 | 0.8791 |
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- | No log | 30.8571 | 216 | 0.7775 | 0.1347 | 0.7775 | 0.8818 |
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- | No log | 31.1429 | 218 | 0.7795 | 0.1710 | 0.7795 | 0.8829 |
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- | No log | 31.4286 | 220 | 0.7734 | 0.1710 | 0.7734 | 0.8794 |
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- | No log | 31.7143 | 222 | 0.7810 | 0.1052 | 0.7810 | 0.8837 |
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- | No log | 32.0 | 224 | 0.7825 | 0.1052 | 0.7825 | 0.8846 |
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- | No log | 32.2857 | 226 | 0.7783 | 0.0977 | 0.7783 | 0.8822 |
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- | No log | 32.5714 | 228 | 0.7794 | 0.1673 | 0.7794 | 0.8828 |
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- | No log | 32.8571 | 230 | 0.7806 | 0.2007 | 0.7806 | 0.8835 |
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- | No log | 33.1429 | 232 | 0.7664 | 0.1737 | 0.7664 | 0.8755 |
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- | No log | 33.4286 | 234 | 0.7617 | 0.1775 | 0.7617 | 0.8728 |
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- | No log | 33.7143 | 236 | 0.7749 | 0.1775 | 0.7749 | 0.8803 |
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- | No log | 34.0 | 238 | 0.8013 | 0.1010 | 0.8013 | 0.8952 |
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- | No log | 34.2857 | 240 | 0.8197 | 0.0661 | 0.8197 | 0.9054 |
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- | No log | 34.5714 | 242 | 0.8538 | 0.0407 | 0.8538 | 0.9240 |
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- | No log | 34.8571 | 244 | 0.8843 | 0.1575 | 0.8843 | 0.9404 |
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- | No log | 35.1429 | 246 | 0.9333 | 0.0916 | 0.9333 | 0.9661 |
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- | No log | 35.4286 | 248 | 0.9461 | 0.0549 | 0.9461 | 0.9727 |
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- | No log | 35.7143 | 250 | 0.9282 | 0.0518 | 0.9282 | 0.9635 |
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- | No log | 36.0 | 252 | 0.9167 | 0.0434 | 0.9167 | 0.9574 |
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- | No log | 36.2857 | 254 | 0.9188 | 0.0434 | 0.9188 | 0.9585 |
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- | No log | 36.5714 | 256 | 0.9113 | 0.0406 | 0.9113 | 0.9546 |
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- | No log | 36.8571 | 258 | 0.9028 | 0.0306 | 0.9028 | 0.9502 |
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- | No log | 37.1429 | 260 | 0.9030 | 0.0306 | 0.9030 | 0.9503 |
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- | No log | 37.4286 | 262 | 0.9040 | -0.0000 | 0.9040 | 0.9508 |
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- | No log | 37.7143 | 264 | 0.9074 | 0.0023 | 0.9074 | 0.9526 |
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- | No log | 38.0 | 266 | 0.9156 | 0.0023 | 0.9156 | 0.9569 |
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- | No log | 38.2857 | 268 | 0.9297 | 0.0802 | 0.9297 | 0.9642 |
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- | No log | 38.5714 | 270 | 0.9065 | 0.0023 | 0.9065 | 0.9521 |
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- | No log | 38.8571 | 272 | 0.8814 | -0.0047 | 0.8814 | 0.9388 |
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- | No log | 39.1429 | 274 | 0.8782 | 0.0272 | 0.8782 | 0.9371 |
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- | No log | 39.4286 | 276 | 0.8875 | 0.0200 | 0.8875 | 0.9421 |
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- | No log | 39.7143 | 278 | 0.8700 | 0.0200 | 0.8700 | 0.9328 |
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- | No log | 40.0 | 280 | 0.8453 | 0.0362 | 0.8453 | 0.9194 |
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- | No log | 40.2857 | 282 | 0.8747 | 0.0066 | 0.8747 | 0.9353 |
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- | No log | 40.5714 | 284 | 0.9075 | 0.0529 | 0.9075 | 0.9527 |
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- | No log | 40.8571 | 286 | 0.8908 | 0.0129 | 0.8908 | 0.9438 |
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- | No log | 41.1429 | 288 | 0.8426 | 0.0407 | 0.8426 | 0.9179 |
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- | No log | 41.4286 | 290 | 0.8223 | 0.0362 | 0.8223 | 0.9068 |
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- | No log | 41.7143 | 292 | 0.8473 | 0.0933 | 0.8473 | 0.9205 |
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- | No log | 42.0 | 294 | 0.8529 | 0.1260 | 0.8529 | 0.9236 |
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- | No log | 42.2857 | 296 | 0.8340 | 0.0899 | 0.8340 | 0.9132 |
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- | No log | 42.5714 | 298 | 0.8100 | 0.0741 | 0.8100 | 0.9000 |
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- | No log | 42.8571 | 300 | 0.8017 | 0.0362 | 0.8017 | 0.8954 |
202
- | No log | 43.1429 | 302 | 0.7955 | 0.0 | 0.7955 | 0.8919 |
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- | No log | 43.4286 | 304 | 0.7990 | 0.0 | 0.7990 | 0.8939 |
204
- | No log | 43.7143 | 306 | 0.8036 | 0.0347 | 0.8036 | 0.8964 |
205
- | No log | 44.0 | 308 | 0.8160 | 0.0637 | 0.8160 | 0.9033 |
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- | No log | 44.2857 | 310 | 0.8225 | 0.0935 | 0.8225 | 0.9069 |
207
- | No log | 44.5714 | 312 | 0.8334 | 0.1303 | 0.8334 | 0.9129 |
208
- | No log | 44.8571 | 314 | 0.8293 | 0.0935 | 0.8293 | 0.9107 |
209
- | No log | 45.1429 | 316 | 0.8166 | 0.0289 | 0.8166 | 0.9036 |
210
- | No log | 45.4286 | 318 | 0.8178 | 0.0 | 0.8178 | 0.9043 |
211
- | No log | 45.7143 | 320 | 0.8197 | 0.0362 | 0.8197 | 0.9054 |
212
- | No log | 46.0 | 322 | 0.8210 | 0.0334 | 0.8210 | 0.9061 |
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- | No log | 46.2857 | 324 | 0.8309 | -0.0067 | 0.8309 | 0.9115 |
214
- | No log | 46.5714 | 326 | 0.8270 | 0.0364 | 0.8270 | 0.9094 |
215
- | No log | 46.8571 | 328 | 0.8236 | 0.0392 | 0.8236 | 0.9075 |
216
- | No log | 47.1429 | 330 | 0.8181 | 0.0392 | 0.8181 | 0.9045 |
217
- | No log | 47.4286 | 332 | 0.8194 | 0.0755 | 0.8194 | 0.9052 |
218
- | No log | 47.7143 | 334 | 0.8169 | 0.0784 | 0.8169 | 0.9038 |
219
- | No log | 48.0 | 336 | 0.8128 | 0.0748 | 0.8128 | 0.9016 |
220
- | No log | 48.2857 | 338 | 0.8106 | 0.0705 | 0.8106 | 0.9003 |
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- | No log | 48.5714 | 340 | 0.8224 | 0.0637 | 0.8224 | 0.9068 |
222
- | No log | 48.8571 | 342 | 0.8483 | 0.0971 | 0.8483 | 0.9210 |
223
- | No log | 49.1429 | 344 | 0.8549 | 0.1010 | 0.8549 | 0.9246 |
224
- | No log | 49.4286 | 346 | 0.8527 | 0.0347 | 0.8527 | 0.9234 |
225
- | No log | 49.7143 | 348 | 0.8824 | 0.0069 | 0.8824 | 0.9393 |
226
- | No log | 50.0 | 350 | 0.9301 | 0.0093 | 0.9301 | 0.9644 |
227
- | No log | 50.2857 | 352 | 0.9520 | 0.0494 | 0.9520 | 0.9757 |
228
- | No log | 50.5714 | 354 | 0.9361 | 0.0093 | 0.9361 | 0.9675 |
229
- | No log | 50.8571 | 356 | 0.9135 | 0.0392 | 0.9135 | 0.9558 |
230
- | No log | 51.1429 | 358 | 0.9127 | 0.0727 | 0.9127 | 0.9553 |
231
- | No log | 51.4286 | 360 | 0.9157 | 0.0727 | 0.9157 | 0.9569 |
232
- | No log | 51.7143 | 362 | 0.9131 | 0.0727 | 0.9131 | 0.9555 |
233
- | No log | 52.0 | 364 | 0.9013 | 0.0694 | 0.9013 | 0.9494 |
234
- | No log | 52.2857 | 366 | 0.9018 | 0.0761 | 0.9018 | 0.9496 |
235
- | No log | 52.5714 | 368 | 0.8992 | 0.0761 | 0.8992 | 0.9483 |
236
- | No log | 52.8571 | 370 | 0.8981 | 0.0421 | 0.8981 | 0.9477 |
237
- | No log | 53.1429 | 372 | 0.8800 | 0.0421 | 0.8800 | 0.9381 |
238
- | No log | 53.4286 | 374 | 0.8602 | 0.0727 | 0.8602 | 0.9275 |
239
- | No log | 53.7143 | 376 | 0.8460 | 0.0748 | 0.8460 | 0.9198 |
240
- | No log | 54.0 | 378 | 0.8403 | 0.0755 | 0.8403 | 0.9167 |
241
- | No log | 54.2857 | 380 | 0.8281 | 0.0748 | 0.8281 | 0.9100 |
242
- | No log | 54.5714 | 382 | 0.8259 | 0.1432 | 0.8259 | 0.9088 |
243
- | No log | 54.8571 | 384 | 0.8312 | 0.1829 | 0.8312 | 0.9117 |
244
- | No log | 55.1429 | 386 | 0.8335 | 0.1829 | 0.8335 | 0.9130 |
245
- | No log | 55.4286 | 388 | 0.8320 | 0.1432 | 0.8320 | 0.9122 |
246
- | No log | 55.7143 | 390 | 0.8333 | 0.1432 | 0.8333 | 0.9129 |
247
- | No log | 56.0 | 392 | 0.8291 | 0.1092 | 0.8291 | 0.9105 |
248
- | No log | 56.2857 | 394 | 0.8289 | 0.0713 | 0.8289 | 0.9104 |
249
- | No log | 56.5714 | 396 | 0.8301 | 0.1051 | 0.8301 | 0.9111 |
250
- | No log | 56.8571 | 398 | 0.8330 | 0.1051 | 0.8330 | 0.9127 |
251
- | No log | 57.1429 | 400 | 0.8373 | 0.1051 | 0.8373 | 0.9150 |
252
- | No log | 57.4286 | 402 | 0.8412 | 0.0637 | 0.8412 | 0.9172 |
253
- | No log | 57.7143 | 404 | 0.8458 | 0.0637 | 0.8458 | 0.9197 |
254
- | No log | 58.0 | 406 | 0.8523 | 0.1359 | 0.8523 | 0.9232 |
255
- | No log | 58.2857 | 408 | 0.8592 | 0.1359 | 0.8592 | 0.9269 |
256
- | No log | 58.5714 | 410 | 0.8579 | 0.0652 | 0.8579 | 0.9262 |
257
- | No log | 58.8571 | 412 | 0.8612 | 0.0652 | 0.8612 | 0.9280 |
258
- | No log | 59.1429 | 414 | 0.8581 | 0.0652 | 0.8581 | 0.9263 |
259
- | No log | 59.4286 | 416 | 0.8537 | 0.0670 | 0.8537 | 0.9239 |
260
- | No log | 59.7143 | 418 | 0.8506 | 0.0306 | 0.8506 | 0.9223 |
261
- | No log | 60.0 | 420 | 0.8553 | 0.0755 | 0.8553 | 0.9248 |
262
- | No log | 60.2857 | 422 | 0.8535 | 0.0755 | 0.8535 | 0.9239 |
263
- | No log | 60.5714 | 424 | 0.8458 | 0.0755 | 0.8458 | 0.9197 |
264
- | No log | 60.8571 | 426 | 0.8347 | 0.0755 | 0.8347 | 0.9136 |
265
- | No log | 61.1429 | 428 | 0.8240 | 0.1133 | 0.8240 | 0.9078 |
266
- | No log | 61.4286 | 430 | 0.8152 | 0.1133 | 0.8152 | 0.9029 |
267
- | No log | 61.7143 | 432 | 0.8084 | 0.1092 | 0.8084 | 0.8991 |
268
- | No log | 62.0 | 434 | 0.8090 | 0.1092 | 0.8090 | 0.8994 |
269
- | No log | 62.2857 | 436 | 0.8094 | 0.1133 | 0.8094 | 0.8997 |
270
- | No log | 62.5714 | 438 | 0.8125 | 0.0784 | 0.8125 | 0.9014 |
271
- | No log | 62.8571 | 440 | 0.8188 | 0.0784 | 0.8188 | 0.9049 |
272
- | No log | 63.1429 | 442 | 0.8262 | 0.0784 | 0.8262 | 0.9090 |
273
- | No log | 63.4286 | 444 | 0.8209 | 0.1133 | 0.8209 | 0.9061 |
274
- | No log | 63.7143 | 446 | 0.8168 | 0.1529 | 0.8168 | 0.9038 |
275
- | No log | 64.0 | 448 | 0.8184 | 0.0725 | 0.8184 | 0.9047 |
276
- | No log | 64.2857 | 450 | 0.8219 | 0.0725 | 0.8219 | 0.9066 |
277
- | No log | 64.5714 | 452 | 0.8243 | 0.0725 | 0.8243 | 0.9079 |
278
- | No log | 64.8571 | 454 | 0.8213 | 0.0725 | 0.8213 | 0.9062 |
279
- | No log | 65.1429 | 456 | 0.8212 | 0.0725 | 0.8212 | 0.9062 |
280
- | No log | 65.4286 | 458 | 0.8251 | 0.0255 | 0.8251 | 0.9084 |
281
- | No log | 65.7143 | 460 | 0.8336 | 0.1007 | 0.8336 | 0.9130 |
282
- | No log | 66.0 | 462 | 0.8339 | 0.1359 | 0.8339 | 0.9132 |
283
- | No log | 66.2857 | 464 | 0.8229 | 0.1359 | 0.8229 | 0.9072 |
284
- | No log | 66.5714 | 466 | 0.8127 | 0.1359 | 0.8127 | 0.9015 |
285
- | No log | 66.8571 | 468 | 0.7976 | 0.0618 | 0.7976 | 0.8931 |
286
- | No log | 67.1429 | 470 | 0.7933 | 0.0618 | 0.7933 | 0.8907 |
287
- | No log | 67.4286 | 472 | 0.7939 | 0.0725 | 0.7939 | 0.8910 |
288
- | No log | 67.7143 | 474 | 0.7977 | 0.1136 | 0.7977 | 0.8932 |
289
- | No log | 68.0 | 476 | 0.8028 | 0.1136 | 0.8028 | 0.8960 |
290
- | No log | 68.2857 | 478 | 0.8066 | 0.1136 | 0.8066 | 0.8981 |
291
- | No log | 68.5714 | 480 | 0.8131 | 0.1093 | 0.8131 | 0.9017 |
292
- | No log | 68.8571 | 482 | 0.8261 | 0.0661 | 0.8261 | 0.9089 |
293
- | No log | 69.1429 | 484 | 0.8374 | 0.0661 | 0.8374 | 0.9151 |
294
- | No log | 69.4286 | 486 | 0.8430 | 0.0289 | 0.8430 | 0.9181 |
295
- | No log | 69.7143 | 488 | 0.8460 | 0.0705 | 0.8460 | 0.9198 |
296
- | No log | 70.0 | 490 | 0.8510 | 0.0362 | 0.8510 | 0.9225 |
297
- | No log | 70.2857 | 492 | 0.8554 | -0.0392 | 0.8554 | 0.9249 |
298
- | No log | 70.5714 | 494 | 0.8561 | 0.0362 | 0.8561 | 0.9253 |
299
- | No log | 70.8571 | 496 | 0.8526 | 0.0362 | 0.8526 | 0.9234 |
300
- | No log | 71.1429 | 498 | 0.8527 | 0.0334 | 0.8527 | 0.9234 |
301
- | 0.1896 | 71.4286 | 500 | 0.8519 | 0.0334 | 0.8519 | 0.9230 |
302
- | 0.1896 | 71.7143 | 502 | 0.8463 | 0.0334 | 0.8463 | 0.9199 |
303
- | 0.1896 | 72.0 | 504 | 0.8406 | 0.0334 | 0.8406 | 0.9168 |
304
- | 0.1896 | 72.2857 | 506 | 0.8402 | -0.0067 | 0.8402 | 0.9166 |
305
- | 0.1896 | 72.5714 | 508 | 0.8399 | -0.0067 | 0.8399 | 0.9165 |
306
- | 0.1896 | 72.8571 | 510 | 0.8407 | -0.0088 | 0.8407 | 0.9169 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_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: 0.9093
19
+ - Qwk: 0.2781
20
+ - Mse: 0.9093
21
+ - Rmse: 0.9536
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 2.5845 | -0.0729 | 2.5845 | 1.6076 |
53
+ | No log | 0.8 | 4 | 1.3911 | 0.0278 | 1.3911 | 1.1794 |
54
+ | No log | 1.2 | 6 | 0.7718 | 0.0893 | 0.7718 | 0.8785 |
55
+ | No log | 1.6 | 8 | 1.0642 | 0.0922 | 1.0642 | 1.0316 |
56
+ | No log | 2.0 | 10 | 1.3836 | -0.1679 | 1.3836 | 1.1763 |
57
+ | No log | 2.4 | 12 | 1.5122 | -0.0630 | 1.5122 | 1.2297 |
58
+ | No log | 2.8 | 14 | 1.4156 | 0.0333 | 1.4156 | 1.1898 |
59
+ | No log | 3.2 | 16 | 1.4132 | 0.0517 | 1.4132 | 1.1888 |
60
+ | No log | 3.6 | 18 | 1.3126 | 0.0776 | 1.3126 | 1.1457 |
61
+ | No log | 4.0 | 20 | 0.9229 | 0.3193 | 0.9229 | 0.9607 |
62
+ | No log | 4.4 | 22 | 0.7327 | 0.3111 | 0.7327 | 0.8560 |
63
+ | No log | 4.8 | 24 | 0.8448 | 0.3940 | 0.8448 | 0.9191 |
64
+ | No log | 5.2 | 26 | 0.9854 | 0.2457 | 0.9854 | 0.9927 |
65
+ | No log | 5.6 | 28 | 0.9627 | 0.3170 | 0.9627 | 0.9812 |
66
+ | No log | 6.0 | 30 | 0.8277 | 0.3169 | 0.8277 | 0.9098 |
67
+ | No log | 6.4 | 32 | 1.0722 | 0.2092 | 1.0722 | 1.0355 |
68
+ | No log | 6.8 | 34 | 1.0484 | 0.2802 | 1.0484 | 1.0239 |
69
+ | No log | 7.2 | 36 | 0.8457 | 0.3219 | 0.8457 | 0.9196 |
70
+ | No log | 7.6 | 38 | 0.9807 | 0.2730 | 0.9807 | 0.9903 |
71
+ | No log | 8.0 | 40 | 1.4626 | 0.1942 | 1.4626 | 1.2094 |
72
+ | No log | 8.4 | 42 | 1.4332 | 0.1838 | 1.4332 | 1.1972 |
73
+ | No log | 8.8 | 44 | 1.3776 | 0.1896 | 1.3776 | 1.1737 |
74
+ | No log | 9.2 | 46 | 0.9944 | 0.2416 | 0.9944 | 0.9972 |
75
+ | No log | 9.6 | 48 | 1.0059 | 0.2988 | 1.0059 | 1.0029 |
76
+ | No log | 10.0 | 50 | 1.1640 | 0.2732 | 1.1640 | 1.0789 |
77
+ | No log | 10.4 | 52 | 0.9265 | 0.2564 | 0.9265 | 0.9625 |
78
+ | No log | 10.8 | 54 | 0.8401 | 0.3425 | 0.8401 | 0.9166 |
79
+ | No log | 11.2 | 56 | 0.8935 | 0.2871 | 0.8935 | 0.9452 |
80
+ | No log | 11.6 | 58 | 1.0650 | 0.2017 | 1.0650 | 1.0320 |
81
+ | No log | 12.0 | 60 | 1.2727 | 0.1984 | 1.2727 | 1.1281 |
82
+ | No log | 12.4 | 62 | 1.1810 | 0.0925 | 1.1810 | 1.0868 |
83
+ | No log | 12.8 | 64 | 1.0946 | 0.0594 | 1.0946 | 1.0462 |
84
+ | No log | 13.2 | 66 | 1.3075 | 0.1086 | 1.3075 | 1.1434 |
85
+ | No log | 13.6 | 68 | 1.5251 | 0.1246 | 1.5251 | 1.2349 |
86
+ | No log | 14.0 | 70 | 1.6570 | 0.1691 | 1.6570 | 1.2872 |
87
+ | No log | 14.4 | 72 | 1.3099 | 0.1388 | 1.3099 | 1.1445 |
88
+ | No log | 14.8 | 74 | 1.1125 | 0.2102 | 1.1125 | 1.0547 |
89
+ | No log | 15.2 | 76 | 1.1053 | 0.2440 | 1.1053 | 1.0513 |
90
+ | No log | 15.6 | 78 | 1.1496 | 0.2421 | 1.1496 | 1.0722 |
91
+ | No log | 16.0 | 80 | 1.0754 | 0.2416 | 1.0754 | 1.0370 |
92
+ | No log | 16.4 | 82 | 0.9019 | 0.2836 | 0.9019 | 0.9497 |
93
+ | No log | 16.8 | 84 | 0.8625 | 0.3194 | 0.8625 | 0.9287 |
94
+ | No log | 17.2 | 86 | 0.8365 | 0.3333 | 0.8365 | 0.9146 |
95
+ | No log | 17.6 | 88 | 1.0669 | 0.3059 | 1.0669 | 1.0329 |
96
+ | No log | 18.0 | 90 | 1.0098 | 0.2613 | 1.0098 | 1.0049 |
97
+ | No log | 18.4 | 92 | 0.8199 | 0.2632 | 0.8199 | 0.9055 |
98
+ | No log | 18.8 | 94 | 0.8474 | 0.2754 | 0.8474 | 0.9205 |
99
+ | No log | 19.2 | 96 | 1.0457 | 0.2602 | 1.0457 | 1.0226 |
100
+ | No log | 19.6 | 98 | 1.1493 | 0.1174 | 1.1493 | 1.0720 |
101
+ | No log | 20.0 | 100 | 1.3030 | 0.1392 | 1.3030 | 1.1415 |
102
+ | No log | 20.4 | 102 | 1.2811 | 0.1805 | 1.2811 | 1.1319 |
103
+ | No log | 20.8 | 104 | 1.1682 | 0.1739 | 1.1682 | 1.0809 |
104
+ | No log | 21.2 | 106 | 0.9032 | 0.2193 | 0.9032 | 0.9504 |
105
+ | No log | 21.6 | 108 | 0.9325 | 0.2702 | 0.9325 | 0.9657 |
106
+ | No log | 22.0 | 110 | 1.1082 | 0.2864 | 1.1082 | 1.0527 |
107
+ | No log | 22.4 | 112 | 1.0312 | 0.3357 | 1.0312 | 1.0155 |
108
+ | No log | 22.8 | 114 | 0.9672 | 0.2971 | 0.9672 | 0.9835 |
109
+ | No log | 23.2 | 116 | 0.9380 | 0.2437 | 0.9380 | 0.9685 |
110
+ | No log | 23.6 | 118 | 1.0198 | 0.1827 | 1.0198 | 1.0099 |
111
+ | No log | 24.0 | 120 | 1.0866 | 0.1747 | 1.0866 | 1.0424 |
112
+ | No log | 24.4 | 122 | 1.2614 | 0.1641 | 1.2614 | 1.1231 |
113
+ | No log | 24.8 | 124 | 1.0970 | 0.1626 | 1.0970 | 1.0474 |
114
+ | No log | 25.2 | 126 | 0.8937 | 0.2012 | 0.8937 | 0.9454 |
115
+ | No log | 25.6 | 128 | 0.8871 | 0.2063 | 0.8871 | 0.9418 |
116
+ | No log | 26.0 | 130 | 0.9994 | 0.1955 | 0.9994 | 0.9997 |
117
+ | No log | 26.4 | 132 | 0.9881 | 0.1692 | 0.9881 | 0.9940 |
118
+ | No log | 26.8 | 134 | 0.9604 | 0.1867 | 0.9604 | 0.9800 |
119
+ | No log | 27.2 | 136 | 1.0508 | 0.1955 | 1.0508 | 1.0251 |
120
+ | No log | 27.6 | 138 | 1.1745 | 0.1729 | 1.1745 | 1.0838 |
121
+ | No log | 28.0 | 140 | 1.1007 | 0.1775 | 1.1007 | 1.0491 |
122
+ | No log | 28.4 | 142 | 0.9878 | 0.1734 | 0.9878 | 0.9939 |
123
+ | No log | 28.8 | 144 | 1.0333 | 0.1911 | 1.0333 | 1.0165 |
124
+ | No log | 29.2 | 146 | 1.2442 | 0.1531 | 1.2442 | 1.1154 |
125
+ | No log | 29.6 | 148 | 1.3989 | 0.1823 | 1.3989 | 1.1827 |
126
+ | No log | 30.0 | 150 | 1.3543 | 0.1823 | 1.3543 | 1.1638 |
127
+ | No log | 30.4 | 152 | 1.1461 | 0.1484 | 1.1461 | 1.0706 |
128
+ | No log | 30.8 | 154 | 0.9666 | 0.1612 | 0.9666 | 0.9832 |
129
+ | No log | 31.2 | 156 | 0.9907 | 0.1955 | 0.9907 | 0.9954 |
130
+ | No log | 31.6 | 158 | 1.2121 | 0.2191 | 1.2121 | 1.1009 |
131
+ | No log | 32.0 | 160 | 1.5000 | 0.1829 | 1.5000 | 1.2247 |
132
+ | No log | 32.4 | 162 | 1.4881 | 0.1829 | 1.4881 | 1.2199 |
133
+ | No log | 32.8 | 164 | 1.2200 | 0.1260 | 1.2200 | 1.1046 |
134
+ | No log | 33.2 | 166 | 0.9945 | 0.2193 | 0.9945 | 0.9972 |
135
+ | No log | 33.6 | 168 | 0.9867 | 0.2193 | 0.9867 | 0.9933 |
136
+ | No log | 34.0 | 170 | 1.0754 | 0.1312 | 1.0754 | 1.0370 |
137
+ | No log | 34.4 | 172 | 1.2904 | 0.0419 | 1.2904 | 1.1360 |
138
+ | No log | 34.8 | 174 | 1.3140 | 0.0633 | 1.3140 | 1.1463 |
139
+ | No log | 35.2 | 176 | 1.2099 | 0.0654 | 1.2099 | 1.1000 |
140
+ | No log | 35.6 | 178 | 1.0113 | 0.2358 | 1.0113 | 1.0057 |
141
+ | No log | 36.0 | 180 | 0.9907 | 0.2410 | 0.9907 | 0.9953 |
142
+ | No log | 36.4 | 182 | 1.0768 | 0.2554 | 1.0768 | 1.0377 |
143
+ | No log | 36.8 | 184 | 1.0243 | 0.2554 | 1.0243 | 1.0121 |
144
+ | No log | 37.2 | 186 | 0.8966 | 0.2781 | 0.8966 | 0.9469 |
145
+ | No log | 37.6 | 188 | 0.9275 | 0.2975 | 0.9275 | 0.9631 |
146
+ | No log | 38.0 | 190 | 1.0305 | 0.2881 | 1.0305 | 1.0151 |
147
+ | No log | 38.4 | 192 | 1.0883 | 0.2070 | 1.0883 | 1.0432 |
148
+ | No log | 38.8 | 194 | 0.9808 | 0.2728 | 0.9808 | 0.9904 |
149
+ | No log | 39.2 | 196 | 0.9057 | 0.2308 | 0.9057 | 0.9517 |
150
+ | No log | 39.6 | 198 | 0.9386 | 0.2308 | 0.9386 | 0.9688 |
151
+ | No log | 40.0 | 200 | 1.0475 | 0.2070 | 1.0475 | 1.0235 |
152
+ | No log | 40.4 | 202 | 1.1581 | 0.2499 | 1.1581 | 1.0761 |
153
+ | No log | 40.8 | 204 | 1.1079 | 0.2481 | 1.1079 | 1.0526 |
154
+ | No log | 41.2 | 206 | 0.9163 | 0.2259 | 0.9163 | 0.9572 |
155
+ | No log | 41.6 | 208 | 0.7841 | 0.3032 | 0.7841 | 0.8855 |
156
+ | No log | 42.0 | 210 | 0.7628 | 0.3032 | 0.7628 | 0.8734 |
157
+ | No log | 42.4 | 212 | 0.7785 | 0.2632 | 0.7785 | 0.8823 |
158
+ | No log | 42.8 | 214 | 0.8864 | 0.2463 | 0.8864 | 0.9415 |
159
+ | No log | 43.2 | 216 | 1.0029 | 0.3022 | 1.0029 | 1.0015 |
160
+ | No log | 43.6 | 218 | 1.1403 | 0.3154 | 1.1403 | 1.0679 |
161
+ | No log | 44.0 | 220 | 1.1097 | 0.2956 | 1.1097 | 1.0534 |
162
+ | No log | 44.4 | 222 | 0.9608 | 0.2905 | 0.9608 | 0.9802 |
163
+ | No log | 44.8 | 224 | 0.9334 | 0.2513 | 0.9334 | 0.9661 |
164
+ | No log | 45.2 | 226 | 0.9643 | 0.2046 | 0.9643 | 0.9820 |
165
+ | No log | 45.6 | 228 | 1.0199 | 0.2109 | 1.0199 | 1.0099 |
166
+ | No log | 46.0 | 230 | 1.1253 | 0.1453 | 1.1253 | 1.0608 |
167
+ | No log | 46.4 | 232 | 1.0793 | 0.1774 | 1.0793 | 1.0389 |
168
+ | No log | 46.8 | 234 | 1.0102 | 0.2297 | 1.0102 | 1.0051 |
169
+ | No log | 47.2 | 236 | 0.9826 | 0.2437 | 0.9826 | 0.9913 |
170
+ | No log | 47.6 | 238 | 0.9632 | 0.2336 | 0.9632 | 0.9814 |
171
+ | No log | 48.0 | 240 | 0.9582 | 0.2336 | 0.9582 | 0.9789 |
172
+ | No log | 48.4 | 242 | 0.9115 | 0.2336 | 0.9115 | 0.9547 |
173
+ | No log | 48.8 | 244 | 0.9452 | 0.2513 | 0.9452 | 0.9722 |
174
+ | No log | 49.2 | 246 | 0.9616 | 0.2754 | 0.9616 | 0.9806 |
175
+ | No log | 49.6 | 248 | 0.8858 | 0.3131 | 0.8858 | 0.9412 |
176
+ | No log | 50.0 | 250 | 0.8852 | 0.3069 | 0.8852 | 0.9409 |
177
+ | No log | 50.4 | 252 | 0.9542 | 0.2754 | 0.9542 | 0.9768 |
178
+ | No log | 50.8 | 254 | 0.9574 | 0.2416 | 0.9574 | 0.9785 |
179
+ | No log | 51.2 | 256 | 0.9516 | 0.2589 | 0.9516 | 0.9755 |
180
+ | No log | 51.6 | 258 | 0.9890 | 0.2988 | 0.9890 | 0.9945 |
181
+ | No log | 52.0 | 260 | 0.9991 | 0.2487 | 0.9991 | 0.9996 |
182
+ | No log | 52.4 | 262 | 1.0509 | 0.1699 | 1.0509 | 1.0251 |
183
+ | No log | 52.8 | 264 | 1.0176 | 0.2651 | 1.0176 | 1.0087 |
184
+ | No log | 53.2 | 266 | 0.9419 | 0.2754 | 0.9419 | 0.9705 |
185
+ | No log | 53.6 | 268 | 0.9876 | 0.1734 | 0.9876 | 0.9938 |
186
+ | No log | 54.0 | 270 | 1.1165 | 0.1774 | 1.1165 | 1.0567 |
187
+ | No log | 54.4 | 272 | 1.2048 | 0.1839 | 1.2048 | 1.0976 |
188
+ | No log | 54.8 | 274 | 1.2297 | 0.1995 | 1.2297 | 1.1089 |
189
+ | No log | 55.2 | 276 | 1.0883 | 0.1821 | 1.0883 | 1.0432 |
190
+ | No log | 55.6 | 278 | 0.8854 | 0.2518 | 0.8854 | 0.9410 |
191
+ | No log | 56.0 | 280 | 0.7951 | 0.3287 | 0.7951 | 0.8917 |
192
+ | No log | 56.4 | 282 | 0.7730 | 0.3355 | 0.7730 | 0.8792 |
193
+ | No log | 56.8 | 284 | 0.7985 | 0.3329 | 0.7985 | 0.8936 |
194
+ | No log | 57.2 | 286 | 0.8875 | 0.2518 | 0.8875 | 0.9421 |
195
+ | No log | 57.6 | 288 | 1.0315 | 0.2271 | 1.0315 | 1.0156 |
196
+ | No log | 58.0 | 290 | 1.1540 | 0.1422 | 1.1540 | 1.0743 |
197
+ | No log | 58.4 | 292 | 1.1981 | 0.1995 | 1.1981 | 1.0946 |
198
+ | No log | 58.8 | 294 | 1.1329 | 0.1839 | 1.1329 | 1.0644 |
199
+ | No log | 59.2 | 296 | 0.9768 | 0.2651 | 0.9768 | 0.9883 |
200
+ | No log | 59.6 | 298 | 0.8890 | 0.2892 | 0.8890 | 0.9429 |
201
+ | No log | 60.0 | 300 | 0.8655 | 0.2949 | 0.8655 | 0.9303 |
202
+ | No log | 60.4 | 302 | 0.8776 | 0.3076 | 0.8776 | 0.9368 |
203
+ | No log | 60.8 | 304 | 0.9848 | 0.2125 | 0.9848 | 0.9924 |
204
+ | No log | 61.2 | 306 | 1.1677 | 0.1638 | 1.1677 | 1.0806 |
205
+ | No log | 61.6 | 308 | 1.2829 | 0.1928 | 1.2829 | 1.1326 |
206
+ | No log | 62.0 | 310 | 1.2477 | 0.1928 | 1.2477 | 1.1170 |
207
+ | No log | 62.4 | 312 | 1.1009 | 0.2207 | 1.1009 | 1.0492 |
208
+ | No log | 62.8 | 314 | 0.9234 | 0.3251 | 0.9234 | 0.9609 |
209
+ | No log | 63.2 | 316 | 0.7674 | 0.3544 | 0.7674 | 0.8760 |
210
+ | No log | 63.6 | 318 | 0.7164 | 0.3713 | 0.7164 | 0.8464 |
211
+ | No log | 64.0 | 320 | 0.7134 | 0.3788 | 0.7134 | 0.8447 |
212
+ | No log | 64.4 | 322 | 0.7431 | 0.3817 | 0.7431 | 0.8620 |
213
+ | No log | 64.8 | 324 | 0.8329 | 0.2917 | 0.8329 | 0.9126 |
214
+ | No log | 65.2 | 326 | 0.9450 | 0.2934 | 0.9450 | 0.9721 |
215
+ | No log | 65.6 | 328 | 0.9966 | 0.2209 | 0.9966 | 0.9983 |
216
+ | No log | 66.0 | 330 | 0.9693 | 0.2343 | 0.9693 | 0.9845 |
217
+ | No log | 66.4 | 332 | 0.9041 | 0.2702 | 0.9041 | 0.9508 |
218
+ | No log | 66.8 | 334 | 0.8340 | 0.3069 | 0.8340 | 0.9132 |
219
+ | No log | 67.2 | 336 | 0.8189 | 0.3069 | 0.8189 | 0.9049 |
220
+ | No log | 67.6 | 338 | 0.8526 | 0.3319 | 0.8526 | 0.9234 |
221
+ | No log | 68.0 | 340 | 0.9406 | 0.2677 | 0.9406 | 0.9698 |
222
+ | No log | 68.4 | 342 | 1.0553 | 0.1557 | 1.0553 | 1.0273 |
223
+ | No log | 68.8 | 344 | 1.1069 | 0.1671 | 1.1069 | 1.0521 |
224
+ | No log | 69.2 | 346 | 1.0809 | 0.1557 | 1.0809 | 1.0397 |
225
+ | No log | 69.6 | 348 | 1.0149 | 0.1896 | 1.0149 | 1.0074 |
226
+ | No log | 70.0 | 350 | 0.9517 | 0.2343 | 0.9517 | 0.9755 |
227
+ | No log | 70.4 | 352 | 0.9498 | 0.2059 | 0.9498 | 0.9746 |
228
+ | No log | 70.8 | 354 | 0.9972 | 0.1935 | 0.9972 | 0.9986 |
229
+ | No log | 71.2 | 356 | 1.0572 | 0.1821 | 1.0572 | 1.0282 |
230
+ | No log | 71.6 | 358 | 1.0815 | 0.1784 | 1.0815 | 1.0400 |
231
+ | No log | 72.0 | 360 | 1.0975 | 0.1784 | 1.0975 | 1.0476 |
232
+ | No log | 72.4 | 362 | 1.0691 | 0.1557 | 1.0691 | 1.0340 |
233
+ | No log | 72.8 | 364 | 1.0226 | 0.1858 | 1.0226 | 1.0113 |
234
+ | No log | 73.2 | 366 | 0.9720 | 0.2343 | 0.9720 | 0.9859 |
235
+ | No log | 73.6 | 368 | 0.9160 | 0.2836 | 0.9160 | 0.9571 |
236
+ | No log | 74.0 | 370 | 0.8981 | 0.2410 | 0.8981 | 0.9477 |
237
+ | No log | 74.4 | 372 | 0.9002 | 0.2410 | 0.9002 | 0.9488 |
238
+ | No log | 74.8 | 374 | 0.9446 | 0.2147 | 0.9446 | 0.9719 |
239
+ | No log | 75.2 | 376 | 1.0217 | 0.1896 | 1.0217 | 1.0108 |
240
+ | No log | 75.6 | 378 | 1.0608 | 0.1557 | 1.0608 | 1.0300 |
241
+ | No log | 76.0 | 380 | 1.0411 | 0.1858 | 1.0411 | 1.0204 |
242
+ | No log | 76.4 | 382 | 0.9707 | 0.2577 | 0.9707 | 0.9852 |
243
+ | No log | 76.8 | 384 | 0.9232 | 0.2343 | 0.9232 | 0.9609 |
244
+ | No log | 77.2 | 386 | 0.9263 | 0.2343 | 0.9263 | 0.9624 |
245
+ | No log | 77.6 | 388 | 0.9301 | 0.2343 | 0.9301 | 0.9644 |
246
+ | No log | 78.0 | 390 | 0.9742 | 0.2577 | 0.9742 | 0.9870 |
247
+ | No log | 78.4 | 392 | 1.0656 | 0.2635 | 1.0656 | 1.0323 |
248
+ | No log | 78.8 | 394 | 1.1215 | 0.1993 | 1.1215 | 1.0590 |
249
+ | No log | 79.2 | 396 | 1.1143 | 0.1993 | 1.1143 | 1.0556 |
250
+ | No log | 79.6 | 398 | 1.0665 | 0.2635 | 1.0665 | 1.0327 |
251
+ | No log | 80.0 | 400 | 0.9867 | 0.2343 | 0.9867 | 0.9933 |
252
+ | No log | 80.4 | 402 | 0.9285 | 0.2102 | 0.9285 | 0.9636 |
253
+ | No log | 80.8 | 404 | 0.8729 | 0.2904 | 0.8729 | 0.9343 |
254
+ | No log | 81.2 | 406 | 0.8362 | 0.3195 | 0.8362 | 0.9144 |
255
+ | No log | 81.6 | 408 | 0.8392 | 0.3195 | 0.8392 | 0.9161 |
256
+ | No log | 82.0 | 410 | 0.8619 | 0.2812 | 0.8619 | 0.9284 |
257
+ | No log | 82.4 | 412 | 0.9010 | 0.2781 | 0.9010 | 0.9492 |
258
+ | No log | 82.8 | 414 | 0.9603 | 0.2437 | 0.9603 | 0.9799 |
259
+ | No log | 83.2 | 416 | 1.0129 | 0.2297 | 1.0129 | 1.0064 |
260
+ | No log | 83.6 | 418 | 1.0272 | 0.1976 | 1.0272 | 1.0135 |
261
+ | No log | 84.0 | 420 | 1.0169 | 0.1976 | 1.0169 | 1.0084 |
262
+ | No log | 84.4 | 422 | 0.9967 | 0.2102 | 0.9967 | 0.9984 |
263
+ | No log | 84.8 | 424 | 0.9624 | 0.2437 | 0.9624 | 0.9810 |
264
+ | No log | 85.2 | 426 | 0.9206 | 0.3043 | 0.9206 | 0.9595 |
265
+ | No log | 85.6 | 428 | 0.9143 | 0.3043 | 0.9143 | 0.9562 |
266
+ | No log | 86.0 | 430 | 0.9170 | 0.2702 | 0.9170 | 0.9576 |
267
+ | No log | 86.4 | 432 | 0.9284 | 0.2702 | 0.9284 | 0.9635 |
268
+ | No log | 86.8 | 434 | 0.9343 | 0.2702 | 0.9343 | 0.9666 |
269
+ | No log | 87.2 | 436 | 0.9549 | 0.2702 | 0.9549 | 0.9772 |
270
+ | No log | 87.6 | 438 | 0.9723 | 0.2702 | 0.9723 | 0.9860 |
271
+ | No log | 88.0 | 440 | 0.9907 | 0.2437 | 0.9907 | 0.9953 |
272
+ | No log | 88.4 | 442 | 0.9991 | 0.2677 | 0.9991 | 0.9996 |
273
+ | No log | 88.8 | 444 | 0.9935 | 0.2677 | 0.9935 | 0.9967 |
274
+ | No log | 89.2 | 446 | 0.9641 | 0.2437 | 0.9641 | 0.9819 |
275
+ | No log | 89.6 | 448 | 0.9316 | 0.2437 | 0.9316 | 0.9652 |
276
+ | No log | 90.0 | 450 | 0.9140 | 0.2781 | 0.9140 | 0.9560 |
277
+ | No log | 90.4 | 452 | 0.9173 | 0.3043 | 0.9173 | 0.9578 |
278
+ | No log | 90.8 | 454 | 0.9197 | 0.2702 | 0.9197 | 0.9590 |
279
+ | No log | 91.2 | 456 | 0.9300 | 0.2702 | 0.9300 | 0.9644 |
280
+ | No log | 91.6 | 458 | 0.9325 | 0.2702 | 0.9325 | 0.9657 |
281
+ | No log | 92.0 | 460 | 0.9328 | 0.2702 | 0.9328 | 0.9658 |
282
+ | No log | 92.4 | 462 | 0.9283 | 0.2702 | 0.9283 | 0.9635 |
283
+ | No log | 92.8 | 464 | 0.9270 | 0.2702 | 0.9270 | 0.9628 |
284
+ | No log | 93.2 | 466 | 0.9192 | 0.2702 | 0.9192 | 0.9588 |
285
+ | No log | 93.6 | 468 | 0.9157 | 0.2702 | 0.9157 | 0.9569 |
286
+ | No log | 94.0 | 470 | 0.9170 | 0.2702 | 0.9170 | 0.9576 |
287
+ | No log | 94.4 | 472 | 0.9201 | 0.2702 | 0.9201 | 0.9592 |
288
+ | No log | 94.8 | 474 | 0.9223 | 0.2702 | 0.9223 | 0.9604 |
289
+ | No log | 95.2 | 476 | 0.9191 | 0.3043 | 0.9191 | 0.9587 |
290
+ | No log | 95.6 | 478 | 0.9120 | 0.3043 | 0.9120 | 0.9550 |
291
+ | No log | 96.0 | 480 | 0.9035 | 0.3043 | 0.9035 | 0.9505 |
292
+ | No log | 96.4 | 482 | 0.8974 | 0.3043 | 0.8974 | 0.9473 |
293
+ | No log | 96.8 | 484 | 0.8955 | 0.3043 | 0.8955 | 0.9463 |
294
+ | No log | 97.2 | 486 | 0.8958 | 0.2781 | 0.8958 | 0.9465 |
295
+ | No log | 97.6 | 488 | 0.8955 | 0.2781 | 0.8955 | 0.9463 |
296
+ | No log | 98.0 | 490 | 0.8982 | 0.2781 | 0.8982 | 0.9477 |
297
+ | No log | 98.4 | 492 | 0.9017 | 0.2781 | 0.9017 | 0.9496 |
298
+ | No log | 98.8 | 494 | 0.9042 | 0.2781 | 0.9042 | 0.9509 |
299
+ | No log | 99.2 | 496 | 0.9069 | 0.2781 | 0.9069 | 0.9523 |
300
+ | No log | 99.6 | 498 | 0.9087 | 0.2781 | 0.9087 | 0.9533 |
301
+ | 0.1632 | 100.0 | 500 | 0.9093 | 0.2781 | 0.9093 | 0.9536 |
 
 
 
 
 
302
 
303
 
304
  ### Framework versions
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