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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6090
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- - Qwk: 0.6028
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- - Mse: 0.6090
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- - Rmse: 0.7804
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  ## Model description
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@@ -47,358 +47,282 @@ 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 | 0.08 | 2 | 4.1040 | 0.0069 | 4.1040 | 2.0258 |
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- | No log | 0.16 | 4 | 2.3729 | 0.0956 | 2.3729 | 1.5404 |
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- | No log | 0.24 | 6 | 1.2786 | 0.0380 | 1.2786 | 1.1308 |
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- | No log | 0.32 | 8 | 1.0234 | 0.3071 | 1.0234 | 1.0116 |
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- | No log | 0.4 | 10 | 1.1373 | 0.1107 | 1.1373 | 1.0665 |
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- | No log | 0.48 | 12 | 1.2400 | 0.0852 | 1.2400 | 1.1135 |
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- | No log | 0.56 | 14 | 1.2662 | -0.0128 | 1.2662 | 1.1253 |
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- | No log | 0.64 | 16 | 1.4776 | 0.0389 | 1.4776 | 1.2156 |
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- | No log | 0.72 | 18 | 1.9338 | 0.1630 | 1.9338 | 1.3906 |
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- | No log | 0.8 | 20 | 1.6177 | 0.1365 | 1.6177 | 1.2719 |
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- | No log | 0.88 | 22 | 1.0143 | 0.2094 | 1.0143 | 1.0071 |
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- | No log | 0.96 | 24 | 0.8600 | 0.3229 | 0.8600 | 0.9274 |
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- | No log | 1.04 | 26 | 0.8171 | 0.3353 | 0.8171 | 0.9039 |
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- | No log | 1.12 | 28 | 0.8155 | 0.4365 | 0.8155 | 0.9030 |
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- | No log | 1.2 | 30 | 0.8863 | 0.5271 | 0.8863 | 0.9414 |
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- | No log | 1.28 | 32 | 0.9685 | 0.4681 | 0.9685 | 0.9841 |
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- | No log | 1.3600 | 34 | 0.7241 | 0.6332 | 0.7241 | 0.8510 |
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- | No log | 1.44 | 36 | 0.7138 | 0.6121 | 0.7138 | 0.8449 |
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- | No log | 1.52 | 38 | 0.8227 | 0.5896 | 0.8227 | 0.9070 |
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- | No log | 1.6 | 40 | 0.7915 | 0.6139 | 0.7915 | 0.8897 |
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- | No log | 1.6800 | 42 | 0.8628 | 0.5584 | 0.8628 | 0.9289 |
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- | No log | 1.76 | 44 | 0.7598 | 0.6089 | 0.7598 | 0.8717 |
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- | No log | 1.8400 | 46 | 0.7000 | 0.6203 | 0.7000 | 0.8367 |
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- | No log | 1.92 | 48 | 0.8918 | 0.5848 | 0.8918 | 0.9443 |
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- | No log | 2.0 | 50 | 1.0640 | 0.5194 | 1.0640 | 1.0315 |
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- | No log | 2.08 | 52 | 0.9384 | 0.5403 | 0.9384 | 0.9687 |
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- | No log | 2.16 | 54 | 0.6760 | 0.6457 | 0.6760 | 0.8222 |
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- | No log | 2.24 | 56 | 0.6121 | 0.6293 | 0.6121 | 0.7824 |
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- | No log | 2.32 | 58 | 0.6484 | 0.6125 | 0.6484 | 0.8052 |
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- | No log | 2.4 | 60 | 0.7884 | 0.6356 | 0.7884 | 0.8879 |
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- | No log | 2.48 | 62 | 0.8906 | 0.5461 | 0.8906 | 0.9437 |
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- | No log | 2.56 | 64 | 0.7465 | 0.6117 | 0.7465 | 0.8640 |
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- | No log | 2.64 | 66 | 0.6190 | 0.6120 | 0.6190 | 0.7868 |
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- | No log | 2.7200 | 68 | 0.6375 | 0.6528 | 0.6375 | 0.7985 |
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- | No log | 2.8 | 70 | 0.6354 | 0.5927 | 0.6354 | 0.7971 |
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- | No log | 2.88 | 72 | 0.8742 | 0.6568 | 0.8742 | 0.9350 |
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- | No log | 2.96 | 74 | 0.8650 | 0.6568 | 0.8650 | 0.9301 |
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- | No log | 3.04 | 76 | 0.6435 | 0.6019 | 0.6435 | 0.8022 |
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- | No log | 3.12 | 78 | 0.6130 | 0.6035 | 0.6130 | 0.7829 |
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- | No log | 3.2 | 80 | 0.6097 | 0.6263 | 0.6097 | 0.7808 |
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- | No log | 3.2800 | 82 | 0.6397 | 0.6377 | 0.6397 | 0.7998 |
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- | No log | 3.36 | 84 | 0.7295 | 0.5998 | 0.7295 | 0.8541 |
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- | No log | 3.44 | 86 | 0.6453 | 0.6675 | 0.6453 | 0.8033 |
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- | No log | 3.52 | 88 | 0.6698 | 0.6448 | 0.6698 | 0.8184 |
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- | No log | 3.6 | 90 | 0.7564 | 0.6012 | 0.7564 | 0.8697 |
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- | No log | 3.68 | 92 | 0.8250 | 0.5772 | 0.8250 | 0.9083 |
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- | No log | 3.76 | 94 | 0.7916 | 0.5864 | 0.7916 | 0.8897 |
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- | No log | 3.84 | 96 | 0.9116 | 0.5441 | 0.9116 | 0.9548 |
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- | No log | 3.92 | 98 | 0.8565 | 0.5749 | 0.8565 | 0.9255 |
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- | No log | 4.0 | 100 | 0.7110 | 0.6094 | 0.7110 | 0.8432 |
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- | No log | 4.08 | 102 | 0.7314 | 0.5465 | 0.7314 | 0.8552 |
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- | No log | 4.16 | 104 | 0.7095 | 0.5847 | 0.7095 | 0.8423 |
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- | No log | 4.24 | 106 | 0.8009 | 0.5825 | 0.8009 | 0.8949 |
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- | No log | 4.32 | 108 | 0.8028 | 0.5813 | 0.8028 | 0.8960 |
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- | No log | 4.4 | 110 | 0.7182 | 0.6094 | 0.7182 | 0.8474 |
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- | No log | 4.48 | 112 | 0.7146 | 0.6260 | 0.7146 | 0.8453 |
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- | No log | 4.5600 | 114 | 0.7013 | 0.5905 | 0.7013 | 0.8374 |
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- | No log | 4.64 | 116 | 0.7894 | 0.5759 | 0.7894 | 0.8885 |
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- | No log | 4.72 | 118 | 0.7780 | 0.5884 | 0.7780 | 0.8820 |
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- | No log | 4.8 | 120 | 0.6888 | 0.5782 | 0.6888 | 0.8300 |
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- | No log | 4.88 | 122 | 0.6439 | 0.5463 | 0.6439 | 0.8024 |
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- | No log | 4.96 | 124 | 0.6647 | 0.5819 | 0.6647 | 0.8153 |
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- | No log | 5.04 | 126 | 0.6552 | 0.6025 | 0.6552 | 0.8094 |
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- | No log | 5.12 | 128 | 0.7756 | 0.6411 | 0.7756 | 0.8807 |
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- | No log | 5.2 | 130 | 0.8429 | 0.6578 | 0.8429 | 0.9181 |
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- | No log | 5.28 | 132 | 0.6745 | 0.5898 | 0.6745 | 0.8213 |
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- | No log | 5.36 | 134 | 0.6371 | 0.6284 | 0.6371 | 0.7982 |
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- | No log | 5.44 | 136 | 0.6410 | 0.6296 | 0.6410 | 0.8006 |
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- | No log | 5.52 | 138 | 0.5849 | 0.6065 | 0.5849 | 0.7648 |
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- | No log | 5.6 | 140 | 0.7704 | 0.5151 | 0.7704 | 0.8777 |
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- | No log | 5.68 | 142 | 0.9480 | 0.5190 | 0.9480 | 0.9737 |
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- | No log | 5.76 | 144 | 0.7571 | 0.5690 | 0.7571 | 0.8701 |
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- | No log | 5.84 | 146 | 0.5721 | 0.6720 | 0.5721 | 0.7563 |
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- | No log | 5.92 | 148 | 0.7122 | 0.6681 | 0.7122 | 0.8439 |
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- | No log | 6.0 | 150 | 0.7087 | 0.6687 | 0.7087 | 0.8418 |
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- | No log | 6.08 | 152 | 0.6033 | 0.6503 | 0.6033 | 0.7767 |
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- | No log | 6.16 | 154 | 0.6667 | 0.6029 | 0.6667 | 0.8165 |
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- | No log | 6.24 | 156 | 0.7868 | 0.6248 | 0.7868 | 0.8870 |
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- | No log | 6.32 | 158 | 0.7020 | 0.5884 | 0.7020 | 0.8379 |
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- | No log | 6.4 | 160 | 0.5981 | 0.5865 | 0.5981 | 0.7734 |
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- | No log | 6.48 | 162 | 0.6254 | 0.5832 | 0.6254 | 0.7908 |
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- | No log | 6.5600 | 164 | 0.6332 | 0.6314 | 0.6332 | 0.7957 |
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- | No log | 6.64 | 166 | 0.6222 | 0.5837 | 0.6222 | 0.7888 |
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- | No log | 6.72 | 168 | 0.7208 | 0.6135 | 0.7208 | 0.8490 |
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- | No log | 6.8 | 170 | 0.8064 | 0.6498 | 0.8064 | 0.8980 |
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- | No log | 6.88 | 172 | 0.7762 | 0.6498 | 0.7762 | 0.8810 |
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- | No log | 6.96 | 174 | 0.6730 | 0.6234 | 0.6730 | 0.8203 |
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- | No log | 7.04 | 176 | 0.6531 | 0.5732 | 0.6531 | 0.8082 |
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- | No log | 7.12 | 178 | 0.7076 | 0.5993 | 0.7076 | 0.8412 |
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- | No log | 7.2 | 180 | 0.7078 | 0.5993 | 0.7078 | 0.8413 |
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- | No log | 7.28 | 182 | 0.6547 | 0.6076 | 0.6547 | 0.8091 |
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- | No log | 7.36 | 184 | 0.6727 | 0.5726 | 0.6727 | 0.8202 |
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- | No log | 7.44 | 186 | 0.7431 | 0.6232 | 0.7431 | 0.8620 |
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- | No log | 7.52 | 188 | 0.7497 | 0.5738 | 0.7497 | 0.8658 |
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- | No log | 7.6 | 190 | 0.7041 | 0.5501 | 0.7041 | 0.8391 |
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- | No log | 7.68 | 192 | 0.6744 | 0.5763 | 0.6744 | 0.8212 |
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- | No log | 7.76 | 194 | 0.6935 | 0.5671 | 0.6935 | 0.8328 |
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- | No log | 7.84 | 196 | 0.6739 | 0.5833 | 0.6739 | 0.8209 |
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- | No log | 7.92 | 198 | 0.6706 | 0.5202 | 0.6706 | 0.8189 |
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- | No log | 8.0 | 200 | 0.6647 | 0.5839 | 0.6647 | 0.8153 |
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- | No log | 8.08 | 202 | 0.6446 | 0.6057 | 0.6446 | 0.8029 |
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- | No log | 8.16 | 204 | 0.6407 | 0.6572 | 0.6407 | 0.8004 |
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- | No log | 8.24 | 206 | 0.6627 | 0.5748 | 0.6627 | 0.8141 |
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- | No log | 8.32 | 208 | 0.7233 | 0.5847 | 0.7233 | 0.8504 |
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- | No log | 8.4 | 210 | 0.6823 | 0.5912 | 0.6823 | 0.8260 |
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- | No log | 8.48 | 212 | 0.6182 | 0.6359 | 0.6182 | 0.7863 |
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- | No log | 8.56 | 214 | 0.6113 | 0.5887 | 0.6113 | 0.7819 |
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- | No log | 8.64 | 216 | 0.6136 | 0.5930 | 0.6136 | 0.7833 |
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- | No log | 8.72 | 218 | 0.6644 | 0.6275 | 0.6644 | 0.8151 |
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- | No log | 8.8 | 220 | 0.7063 | 0.5898 | 0.7063 | 0.8404 |
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- | No log | 8.88 | 222 | 0.6615 | 0.5782 | 0.6615 | 0.8133 |
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- | No log | 8.96 | 224 | 0.6042 | 0.5735 | 0.6042 | 0.7773 |
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- | No log | 9.04 | 226 | 0.6016 | 0.6186 | 0.6016 | 0.7756 |
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- | No log | 9.12 | 228 | 0.6036 | 0.6508 | 0.6036 | 0.7769 |
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- | No log | 9.2 | 230 | 0.6131 | 0.6272 | 0.6131 | 0.7830 |
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- | No log | 9.28 | 232 | 0.6077 | 0.6368 | 0.6077 | 0.7795 |
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- | No log | 9.36 | 234 | 0.6353 | 0.6311 | 0.6353 | 0.7970 |
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- | No log | 9.44 | 236 | 0.7174 | 0.5648 | 0.7174 | 0.8470 |
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- | No log | 9.52 | 238 | 0.8145 | 0.5182 | 0.8145 | 0.9025 |
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- | No log | 9.6 | 240 | 0.7694 | 0.4939 | 0.7694 | 0.8771 |
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- | No log | 9.68 | 242 | 0.6964 | 0.4767 | 0.6964 | 0.8345 |
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- | No log | 9.76 | 244 | 0.6327 | 0.5530 | 0.6327 | 0.7954 |
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- | No log | 9.84 | 246 | 0.6393 | 0.6025 | 0.6393 | 0.7996 |
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- | No log | 9.92 | 248 | 0.6216 | 0.6368 | 0.6216 | 0.7884 |
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- | No log | 10.0 | 250 | 0.6260 | 0.6992 | 0.6260 | 0.7912 |
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- | No log | 10.08 | 252 | 0.6194 | 0.6501 | 0.6194 | 0.7870 |
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- | No log | 10.16 | 254 | 0.6581 | 0.6098 | 0.6581 | 0.8112 |
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- | No log | 10.24 | 256 | 0.8009 | 0.5749 | 0.8009 | 0.8949 |
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- | No log | 10.32 | 258 | 0.7252 | 0.6092 | 0.7252 | 0.8516 |
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- | No log | 10.4 | 260 | 0.6170 | 0.5656 | 0.6170 | 0.7855 |
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- | No log | 10.48 | 262 | 0.6533 | 0.6043 | 0.6533 | 0.8083 |
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- | No log | 10.56 | 264 | 0.7354 | 0.5740 | 0.7354 | 0.8575 |
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- | No log | 10.64 | 266 | 0.7376 | 0.5718 | 0.7376 | 0.8588 |
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- | No log | 10.72 | 268 | 0.6469 | 0.6014 | 0.6469 | 0.8043 |
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- | No log | 10.8 | 270 | 0.6252 | 0.6667 | 0.6252 | 0.7907 |
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- | No log | 10.88 | 272 | 0.6399 | 0.6606 | 0.6399 | 0.8000 |
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- | No log | 10.96 | 274 | 0.6197 | 0.6491 | 0.6197 | 0.7872 |
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- | No log | 11.04 | 276 | 0.6114 | 0.6680 | 0.6114 | 0.7819 |
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- | No log | 11.12 | 278 | 0.6271 | 0.5944 | 0.6271 | 0.7919 |
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- | No log | 11.2 | 280 | 0.6179 | 0.6286 | 0.6179 | 0.7860 |
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- | No log | 11.28 | 282 | 0.6188 | 0.6196 | 0.6188 | 0.7866 |
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- | No log | 11.36 | 284 | 0.6253 | 0.5425 | 0.6253 | 0.7908 |
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- | No log | 11.44 | 286 | 0.6095 | 0.5955 | 0.6095 | 0.7807 |
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- | No log | 11.52 | 288 | 0.6040 | 0.6167 | 0.6040 | 0.7772 |
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- | No log | 11.6 | 290 | 0.6182 | 0.6002 | 0.6182 | 0.7863 |
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- | No log | 11.68 | 292 | 0.6020 | 0.6197 | 0.6020 | 0.7759 |
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- | No log | 11.76 | 294 | 0.5826 | 0.6572 | 0.5826 | 0.7633 |
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- | No log | 11.84 | 296 | 0.5812 | 0.6593 | 0.5812 | 0.7624 |
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- | No log | 11.92 | 298 | 0.5788 | 0.5748 | 0.5788 | 0.7608 |
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- | No log | 12.0 | 300 | 0.5640 | 0.6616 | 0.5640 | 0.7510 |
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- | No log | 12.08 | 302 | 0.5629 | 0.6451 | 0.5629 | 0.7503 |
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- | No log | 12.16 | 304 | 0.5710 | 0.6389 | 0.5710 | 0.7557 |
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- | No log | 12.24 | 306 | 0.5661 | 0.6398 | 0.5661 | 0.7524 |
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- | No log | 12.32 | 308 | 0.5658 | 0.6320 | 0.5658 | 0.7522 |
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- | No log | 12.4 | 310 | 0.5740 | 0.6076 | 0.5740 | 0.7576 |
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- | No log | 12.48 | 312 | 0.5878 | 0.5871 | 0.5878 | 0.7667 |
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- | No log | 12.56 | 314 | 0.6024 | 0.5199 | 0.6024 | 0.7762 |
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- | No log | 12.64 | 316 | 0.7184 | 0.5881 | 0.7184 | 0.8476 |
210
- | No log | 12.72 | 318 | 0.8328 | 0.5458 | 0.8328 | 0.9126 |
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- | No log | 12.8 | 320 | 0.7617 | 0.5552 | 0.7617 | 0.8728 |
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- | No log | 12.88 | 322 | 0.6386 | 0.6299 | 0.6386 | 0.7991 |
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- | No log | 12.96 | 324 | 0.6085 | 0.6610 | 0.6085 | 0.7801 |
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- | No log | 13.04 | 326 | 0.6257 | 0.6038 | 0.6257 | 0.7910 |
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- | No log | 13.12 | 328 | 0.6166 | 0.6311 | 0.6166 | 0.7853 |
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- | No log | 13.2 | 330 | 0.6098 | 0.6311 | 0.6098 | 0.7809 |
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- | No log | 13.28 | 332 | 0.6094 | 0.6076 | 0.6094 | 0.7806 |
218
- | No log | 13.36 | 334 | 0.6059 | 0.6076 | 0.6059 | 0.7784 |
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- | No log | 13.44 | 336 | 0.5917 | 0.6087 | 0.5917 | 0.7692 |
220
- | No log | 13.52 | 338 | 0.6038 | 0.6185 | 0.6038 | 0.7770 |
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- | No log | 13.6 | 340 | 0.6903 | 0.6074 | 0.6903 | 0.8308 |
222
- | No log | 13.68 | 342 | 0.7001 | 0.6182 | 0.7001 | 0.8367 |
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- | No log | 13.76 | 344 | 0.6933 | 0.6303 | 0.6933 | 0.8327 |
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- | No log | 13.84 | 346 | 0.6410 | 0.5966 | 0.6410 | 0.8006 |
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- | No log | 13.92 | 348 | 0.6139 | 0.6060 | 0.6139 | 0.7835 |
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- | No log | 14.0 | 350 | 0.6070 | 0.6424 | 0.6070 | 0.7791 |
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- | No log | 14.08 | 352 | 0.6457 | 0.6073 | 0.6457 | 0.8036 |
228
- | No log | 14.16 | 354 | 0.6372 | 0.6269 | 0.6372 | 0.7982 |
229
- | No log | 14.24 | 356 | 0.6258 | 0.6196 | 0.6258 | 0.7911 |
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- | No log | 14.32 | 358 | 0.6308 | 0.5882 | 0.6308 | 0.7942 |
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- | No log | 14.4 | 360 | 0.6252 | 0.6186 | 0.6252 | 0.7907 |
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- | No log | 14.48 | 362 | 0.6303 | 0.5996 | 0.6303 | 0.7939 |
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- | No log | 14.56 | 364 | 0.6383 | 0.5969 | 0.6383 | 0.7989 |
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- | No log | 14.64 | 366 | 0.6319 | 0.5969 | 0.6319 | 0.7949 |
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- | No log | 14.72 | 368 | 0.6186 | 0.6311 | 0.6186 | 0.7865 |
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- | No log | 14.8 | 370 | 0.6178 | 0.6229 | 0.6178 | 0.7860 |
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- | No log | 14.88 | 372 | 0.6160 | 0.6196 | 0.6160 | 0.7848 |
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- | No log | 14.96 | 374 | 0.6302 | 0.5542 | 0.6302 | 0.7939 |
239
- | No log | 15.04 | 376 | 0.6253 | 0.5898 | 0.6253 | 0.7907 |
240
- | No log | 15.12 | 378 | 0.6166 | 0.6219 | 0.6166 | 0.7852 |
241
- | No log | 15.2 | 380 | 0.6051 | 0.6648 | 0.6051 | 0.7779 |
242
- | No log | 15.28 | 382 | 0.5929 | 0.6507 | 0.5929 | 0.7700 |
243
- | No log | 15.36 | 384 | 0.5882 | 0.6400 | 0.5882 | 0.7669 |
244
- | No log | 15.44 | 386 | 0.5887 | 0.6269 | 0.5887 | 0.7672 |
245
- | No log | 15.52 | 388 | 0.5650 | 0.6507 | 0.5650 | 0.7517 |
246
- | No log | 15.6 | 390 | 0.5573 | 0.6498 | 0.5573 | 0.7465 |
247
- | No log | 15.68 | 392 | 0.5647 | 0.6648 | 0.5647 | 0.7514 |
248
- | No log | 15.76 | 394 | 0.5655 | 0.5898 | 0.5655 | 0.7520 |
249
- | No log | 15.84 | 396 | 0.5512 | 0.6107 | 0.5512 | 0.7424 |
250
- | No log | 15.92 | 398 | 0.5425 | 0.6498 | 0.5425 | 0.7365 |
251
- | No log | 16.0 | 400 | 0.5467 | 0.6737 | 0.5467 | 0.7394 |
252
- | No log | 16.08 | 402 | 0.6009 | 0.6479 | 0.6009 | 0.7752 |
253
- | No log | 16.16 | 404 | 0.6094 | 0.6479 | 0.6094 | 0.7807 |
254
- | No log | 16.24 | 406 | 0.5785 | 0.6911 | 0.5785 | 0.7606 |
255
- | No log | 16.32 | 408 | 0.5870 | 0.6488 | 0.5870 | 0.7661 |
256
- | No log | 16.4 | 410 | 0.6014 | 0.6479 | 0.6014 | 0.7755 |
257
- | No log | 16.48 | 412 | 0.6090 | 0.6518 | 0.6090 | 0.7804 |
258
- | No log | 16.56 | 414 | 0.6050 | 0.5783 | 0.6050 | 0.7778 |
259
- | No log | 16.64 | 416 | 0.6197 | 0.5783 | 0.6197 | 0.7872 |
260
- | No log | 16.72 | 418 | 0.6234 | 0.5898 | 0.6234 | 0.7896 |
261
- | No log | 16.8 | 420 | 0.6248 | 0.6417 | 0.6248 | 0.7904 |
262
- | No log | 16.88 | 422 | 0.6282 | 0.6107 | 0.6282 | 0.7926 |
263
- | No log | 16.96 | 424 | 0.6286 | 0.5783 | 0.6286 | 0.7928 |
264
- | No log | 17.04 | 426 | 0.6204 | 0.5783 | 0.6204 | 0.7877 |
265
- | No log | 17.12 | 428 | 0.6034 | 0.5783 | 0.6034 | 0.7768 |
266
- | No log | 17.2 | 430 | 0.5919 | 0.5783 | 0.5919 | 0.7694 |
267
- | No log | 17.28 | 432 | 0.5945 | 0.6195 | 0.5945 | 0.7711 |
268
- | No log | 17.36 | 434 | 0.6167 | 0.6411 | 0.6167 | 0.7853 |
269
- | No log | 17.44 | 436 | 0.5918 | 0.6854 | 0.5918 | 0.7693 |
270
- | No log | 17.52 | 438 | 0.5586 | 0.6983 | 0.5586 | 0.7474 |
271
- | No log | 17.6 | 440 | 0.5578 | 0.7070 | 0.5578 | 0.7469 |
272
- | No log | 17.68 | 442 | 0.5481 | 0.6916 | 0.5481 | 0.7403 |
273
- | No log | 17.76 | 444 | 0.5576 | 0.7056 | 0.5576 | 0.7468 |
274
- | No log | 17.84 | 446 | 0.6259 | 0.6470 | 0.6259 | 0.7911 |
275
- | No log | 17.92 | 448 | 0.6384 | 0.6285 | 0.6384 | 0.7990 |
276
- | No log | 18.0 | 450 | 0.5883 | 0.6914 | 0.5883 | 0.7670 |
277
- | No log | 18.08 | 452 | 0.5484 | 0.6882 | 0.5484 | 0.7405 |
278
- | No log | 18.16 | 454 | 0.5508 | 0.6470 | 0.5508 | 0.7422 |
279
- | No log | 18.24 | 456 | 0.5612 | 0.6778 | 0.5612 | 0.7491 |
280
- | No log | 18.32 | 458 | 0.5706 | 0.6278 | 0.5706 | 0.7554 |
281
- | No log | 18.4 | 460 | 0.5754 | 0.6611 | 0.5754 | 0.7586 |
282
- | No log | 18.48 | 462 | 0.5733 | 0.6364 | 0.5733 | 0.7572 |
283
- | No log | 18.56 | 464 | 0.5823 | 0.6398 | 0.5823 | 0.7631 |
284
- | No log | 18.64 | 466 | 0.5906 | 0.6249 | 0.5906 | 0.7685 |
285
- | No log | 18.72 | 468 | 0.5998 | 0.6479 | 0.5998 | 0.7744 |
286
- | No log | 18.8 | 470 | 0.6079 | 0.6282 | 0.6079 | 0.7797 |
287
- | No log | 18.88 | 472 | 0.6178 | 0.6067 | 0.6178 | 0.7860 |
288
- | No log | 18.96 | 474 | 0.6261 | 0.6154 | 0.6261 | 0.7913 |
289
- | No log | 19.04 | 476 | 0.6287 | 0.6154 | 0.6287 | 0.7929 |
290
- | No log | 19.12 | 478 | 0.6255 | 0.5950 | 0.6255 | 0.7909 |
291
- | No log | 19.2 | 480 | 0.6175 | 0.6572 | 0.6175 | 0.7858 |
292
- | No log | 19.28 | 482 | 0.6121 | 0.6239 | 0.6121 | 0.7824 |
293
- | No log | 19.36 | 484 | 0.6123 | 0.5868 | 0.6123 | 0.7825 |
294
- | No log | 19.44 | 486 | 0.6194 | 0.6312 | 0.6194 | 0.7870 |
295
- | No log | 19.52 | 488 | 0.6033 | 0.5988 | 0.6033 | 0.7767 |
296
- | No log | 19.6 | 490 | 0.5978 | 0.5988 | 0.5978 | 0.7732 |
297
- | No log | 19.68 | 492 | 0.5946 | 0.5783 | 0.5946 | 0.7711 |
298
- | No log | 19.76 | 494 | 0.5871 | 0.5983 | 0.5871 | 0.7662 |
299
- | No log | 19.84 | 496 | 0.5820 | 0.5955 | 0.5820 | 0.7629 |
300
- | No log | 19.92 | 498 | 0.5866 | 0.6488 | 0.5866 | 0.7659 |
301
- | 0.2322 | 20.0 | 500 | 0.5910 | 0.6107 | 0.5910 | 0.7688 |
302
- | 0.2322 | 20.08 | 502 | 0.6050 | 0.5783 | 0.6050 | 0.7778 |
303
- | 0.2322 | 20.16 | 504 | 0.6036 | 0.5783 | 0.6036 | 0.7769 |
304
- | 0.2322 | 20.24 | 506 | 0.6022 | 0.5640 | 0.6022 | 0.7760 |
305
- | 0.2322 | 20.32 | 508 | 0.6074 | 0.6154 | 0.6074 | 0.7793 |
306
- | 0.2322 | 20.4 | 510 | 0.5974 | 0.6154 | 0.5974 | 0.7729 |
307
- | 0.2322 | 20.48 | 512 | 0.5895 | 0.6252 | 0.5895 | 0.7678 |
308
- | 0.2322 | 20.56 | 514 | 0.5808 | 0.6427 | 0.5808 | 0.7621 |
309
- | 0.2322 | 20.64 | 516 | 0.5915 | 0.5783 | 0.5915 | 0.7691 |
310
- | 0.2322 | 20.72 | 518 | 0.5918 | 0.5770 | 0.5918 | 0.7693 |
311
- | 0.2322 | 20.8 | 520 | 0.5782 | 0.5988 | 0.5782 | 0.7604 |
312
- | 0.2322 | 20.88 | 522 | 0.5570 | 0.6619 | 0.5570 | 0.7464 |
313
- | 0.2322 | 20.96 | 524 | 0.5701 | 0.6406 | 0.5701 | 0.7551 |
314
- | 0.2322 | 21.04 | 526 | 0.5712 | 0.6406 | 0.5712 | 0.7558 |
315
- | 0.2322 | 21.12 | 528 | 0.5668 | 0.6642 | 0.5668 | 0.7528 |
316
- | 0.2322 | 21.2 | 530 | 0.5953 | 0.6195 | 0.5953 | 0.7716 |
317
- | 0.2322 | 21.28 | 532 | 0.6408 | 0.6308 | 0.6408 | 0.8005 |
318
- | 0.2322 | 21.36 | 534 | 0.6472 | 0.6109 | 0.6472 | 0.8045 |
319
- | 0.2322 | 21.44 | 536 | 0.6080 | 0.5905 | 0.6080 | 0.7798 |
320
- | 0.2322 | 21.52 | 538 | 0.5730 | 0.5783 | 0.5730 | 0.7569 |
321
- | 0.2322 | 21.6 | 540 | 0.5741 | 0.5771 | 0.5741 | 0.7577 |
322
- | 0.2322 | 21.68 | 542 | 0.6011 | 0.6198 | 0.6011 | 0.7753 |
323
- | 0.2322 | 21.76 | 544 | 0.5997 | 0.6198 | 0.5997 | 0.7744 |
324
- | 0.2322 | 21.84 | 546 | 0.5769 | 0.5886 | 0.5769 | 0.7595 |
325
- | 0.2322 | 21.92 | 548 | 0.5661 | 0.6006 | 0.5661 | 0.7524 |
326
- | 0.2322 | 22.0 | 550 | 0.5824 | 0.5999 | 0.5824 | 0.7632 |
327
- | 0.2322 | 22.08 | 552 | 0.5975 | 0.6215 | 0.5975 | 0.7730 |
328
- | 0.2322 | 22.16 | 554 | 0.5835 | 0.5865 | 0.5835 | 0.7639 |
329
- | 0.2322 | 22.24 | 556 | 0.5738 | 0.6185 | 0.5738 | 0.7575 |
330
- | 0.2322 | 22.32 | 558 | 0.5700 | 0.6712 | 0.5700 | 0.7550 |
331
- | 0.2322 | 22.4 | 560 | 0.5813 | 0.6464 | 0.5813 | 0.7624 |
332
- | 0.2322 | 22.48 | 562 | 0.6018 | 0.6119 | 0.6018 | 0.7758 |
333
- | 0.2322 | 22.56 | 564 | 0.5962 | 0.6356 | 0.5962 | 0.7722 |
334
- | 0.2322 | 22.64 | 566 | 0.5816 | 0.6282 | 0.5816 | 0.7626 |
335
- | 0.2322 | 22.72 | 568 | 0.5825 | 0.5771 | 0.5825 | 0.7632 |
336
- | 0.2322 | 22.8 | 570 | 0.5761 | 0.5771 | 0.5761 | 0.7590 |
337
- | 0.2322 | 22.88 | 572 | 0.5715 | 0.6417 | 0.5715 | 0.7560 |
338
- | 0.2322 | 22.96 | 574 | 0.5633 | 0.6498 | 0.5633 | 0.7505 |
339
- | 0.2322 | 23.04 | 576 | 0.5524 | 0.6390 | 0.5524 | 0.7432 |
340
- | 0.2322 | 23.12 | 578 | 0.5505 | 0.6230 | 0.5505 | 0.7419 |
341
- | 0.2322 | 23.2 | 580 | 0.5546 | 0.5783 | 0.5546 | 0.7447 |
342
- | 0.2322 | 23.28 | 582 | 0.5510 | 0.5783 | 0.5510 | 0.7423 |
343
- | 0.2322 | 23.36 | 584 | 0.5669 | 0.6606 | 0.5669 | 0.7530 |
344
- | 0.2322 | 23.44 | 586 | 0.5776 | 0.6623 | 0.5776 | 0.7600 |
345
- | 0.2322 | 23.52 | 588 | 0.5796 | 0.6623 | 0.5796 | 0.7613 |
346
- | 0.2322 | 23.6 | 590 | 0.5755 | 0.6639 | 0.5755 | 0.7586 |
347
- | 0.2322 | 23.68 | 592 | 0.5763 | 0.6013 | 0.5763 | 0.7592 |
348
- | 0.2322 | 23.76 | 594 | 0.5681 | 0.6537 | 0.5681 | 0.7537 |
349
- | 0.2322 | 23.84 | 596 | 0.5554 | 0.6681 | 0.5554 | 0.7453 |
350
- | 0.2322 | 23.92 | 598 | 0.5472 | 0.6537 | 0.5472 | 0.7397 |
351
- | 0.2322 | 24.0 | 600 | 0.5443 | 0.6537 | 0.5443 | 0.7377 |
352
- | 0.2322 | 24.08 | 602 | 0.5568 | 0.6716 | 0.5568 | 0.7462 |
353
- | 0.2322 | 24.16 | 604 | 0.5580 | 0.6652 | 0.5580 | 0.7470 |
354
- | 0.2322 | 24.24 | 606 | 0.5828 | 0.6215 | 0.5828 | 0.7634 |
355
- | 0.2322 | 24.32 | 608 | 0.5888 | 0.6039 | 0.5888 | 0.7673 |
356
- | 0.2322 | 24.4 | 610 | 0.5650 | 0.6276 | 0.5650 | 0.7517 |
357
- | 0.2322 | 24.48 | 612 | 0.5585 | 0.5994 | 0.5585 | 0.7473 |
358
- | 0.2322 | 24.56 | 614 | 0.5546 | 0.6427 | 0.5546 | 0.7447 |
359
- | 0.2322 | 24.64 | 616 | 0.5621 | 0.6147 | 0.5621 | 0.7497 |
360
- | 0.2322 | 24.72 | 618 | 0.5672 | 0.6147 | 0.5672 | 0.7531 |
361
- | 0.2322 | 24.8 | 620 | 0.5645 | 0.6649 | 0.5645 | 0.7514 |
362
- | 0.2322 | 24.88 | 622 | 0.5869 | 0.6935 | 0.5869 | 0.7661 |
363
- | 0.2322 | 24.96 | 624 | 0.6042 | 0.6507 | 0.6042 | 0.7773 |
364
- | 0.2322 | 25.04 | 626 | 0.6004 | 0.6337 | 0.6004 | 0.7749 |
365
- | 0.2322 | 25.12 | 628 | 0.5940 | 0.5921 | 0.5940 | 0.7707 |
366
- | 0.2322 | 25.2 | 630 | 0.6020 | 0.5783 | 0.6020 | 0.7759 |
367
- | 0.2322 | 25.28 | 632 | 0.6094 | 0.5771 | 0.6094 | 0.7806 |
368
- | 0.2322 | 25.36 | 634 | 0.6058 | 0.6219 | 0.6058 | 0.7783 |
369
- | 0.2322 | 25.44 | 636 | 0.5918 | 0.5783 | 0.5918 | 0.7693 |
370
- | 0.2322 | 25.52 | 638 | 0.5802 | 0.5555 | 0.5802 | 0.7617 |
371
- | 0.2322 | 25.6 | 640 | 0.5725 | 0.5994 | 0.5725 | 0.7567 |
372
- | 0.2322 | 25.68 | 642 | 0.5737 | 0.6383 | 0.5737 | 0.7574 |
373
- | 0.2322 | 25.76 | 644 | 0.6047 | 0.6452 | 0.6047 | 0.7776 |
374
- | 0.2322 | 25.84 | 646 | 0.6660 | 0.6397 | 0.6660 | 0.8161 |
375
- | 0.2322 | 25.92 | 648 | 0.6678 | 0.6490 | 0.6678 | 0.8172 |
376
- | 0.2322 | 26.0 | 650 | 0.6281 | 0.7104 | 0.6281 | 0.7925 |
377
- | 0.2322 | 26.08 | 652 | 0.5921 | 0.6758 | 0.5921 | 0.7695 |
378
- | 0.2322 | 26.16 | 654 | 0.5827 | 0.6813 | 0.5827 | 0.7634 |
379
- | 0.2322 | 26.24 | 656 | 0.5762 | 0.6813 | 0.5762 | 0.7591 |
380
- | 0.2322 | 26.32 | 658 | 0.5800 | 0.6269 | 0.5800 | 0.7616 |
381
- | 0.2322 | 26.4 | 660 | 0.5886 | 0.5841 | 0.5886 | 0.7672 |
382
- | 0.2322 | 26.48 | 662 | 0.5839 | 0.5841 | 0.5839 | 0.7641 |
383
- | 0.2322 | 26.56 | 664 | 0.5802 | 0.6423 | 0.5802 | 0.7617 |
384
- | 0.2322 | 26.64 | 666 | 0.5874 | 0.6709 | 0.5874 | 0.7664 |
385
- | 0.2322 | 26.72 | 668 | 0.5891 | 0.6586 | 0.5891 | 0.7675 |
386
- | 0.2322 | 26.8 | 670 | 0.5812 | 0.6359 | 0.5812 | 0.7623 |
387
- | 0.2322 | 26.88 | 672 | 0.5767 | 0.5955 | 0.5767 | 0.7594 |
388
- | 0.2322 | 26.96 | 674 | 0.5775 | 0.5955 | 0.5775 | 0.7600 |
389
- | 0.2322 | 27.04 | 676 | 0.5808 | 0.6488 | 0.5808 | 0.7621 |
390
- | 0.2322 | 27.12 | 678 | 0.5979 | 0.6186 | 0.5979 | 0.7733 |
391
- | 0.2322 | 27.2 | 680 | 0.6145 | 0.6328 | 0.6145 | 0.7839 |
392
- | 0.2322 | 27.28 | 682 | 0.6279 | 0.6493 | 0.6279 | 0.7924 |
393
- | 0.2322 | 27.36 | 684 | 0.6266 | 0.6431 | 0.6266 | 0.7916 |
394
- | 0.2322 | 27.44 | 686 | 0.6306 | 0.6804 | 0.6306 | 0.7941 |
395
- | 0.2322 | 27.52 | 688 | 0.6381 | 0.6683 | 0.6381 | 0.7988 |
396
- | 0.2322 | 27.6 | 690 | 0.6333 | 0.6344 | 0.6333 | 0.7958 |
397
- | 0.2322 | 27.68 | 692 | 0.6191 | 0.5988 | 0.6191 | 0.7869 |
398
- | 0.2322 | 27.76 | 694 | 0.6087 | 0.6097 | 0.6087 | 0.7802 |
399
- | 0.2322 | 27.84 | 696 | 0.6081 | 0.6097 | 0.6081 | 0.7798 |
400
- | 0.2322 | 27.92 | 698 | 0.6083 | 0.5977 | 0.6083 | 0.7800 |
401
- | 0.2322 | 28.0 | 700 | 0.6090 | 0.6028 | 0.6090 | 0.7804 |
402
 
403
 
404
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5686
19
+ - Qwk: 0.6275
20
+ - Mse: 0.5686
21
+ - Rmse: 0.7540
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0667 | 2 | 3.9682 | -0.0297 | 3.9682 | 1.9920 |
53
+ | No log | 0.1333 | 4 | 2.0966 | 0.0970 | 2.0966 | 1.4480 |
54
+ | No log | 0.2 | 6 | 2.2394 | 0.0878 | 2.2394 | 1.4964 |
55
+ | No log | 0.2667 | 8 | 1.7856 | 0.0909 | 1.7856 | 1.3363 |
56
+ | No log | 0.3333 | 10 | 1.1180 | 0.1644 | 1.1180 | 1.0574 |
57
+ | No log | 0.4 | 12 | 1.0235 | 0.2441 | 1.0235 | 1.0117 |
58
+ | No log | 0.4667 | 14 | 0.9625 | 0.2094 | 0.9625 | 0.9811 |
59
+ | No log | 0.5333 | 16 | 1.0704 | 0.2065 | 1.0704 | 1.0346 |
60
+ | No log | 0.6 | 18 | 1.1501 | 0.2359 | 1.1501 | 1.0724 |
61
+ | No log | 0.6667 | 20 | 0.9310 | 0.3583 | 0.9310 | 0.9649 |
62
+ | No log | 0.7333 | 22 | 0.7030 | 0.5862 | 0.7030 | 0.8385 |
63
+ | No log | 0.8 | 24 | 0.6837 | 0.5822 | 0.6837 | 0.8269 |
64
+ | No log | 0.8667 | 26 | 0.7342 | 0.5085 | 0.7342 | 0.8568 |
65
+ | No log | 0.9333 | 28 | 1.1201 | 0.3863 | 1.1201 | 1.0584 |
66
+ | No log | 1.0 | 30 | 1.0594 | 0.4379 | 1.0594 | 1.0293 |
67
+ | No log | 1.0667 | 32 | 0.7297 | 0.5716 | 0.7297 | 0.8542 |
68
+ | No log | 1.1333 | 34 | 0.6543 | 0.6352 | 0.6543 | 0.8089 |
69
+ | No log | 1.2 | 36 | 0.7204 | 0.6372 | 0.7204 | 0.8488 |
70
+ | No log | 1.2667 | 38 | 0.8955 | 0.6296 | 0.8955 | 0.9463 |
71
+ | No log | 1.3333 | 40 | 1.0728 | 0.4476 | 1.0728 | 1.0357 |
72
+ | No log | 1.4 | 42 | 0.9037 | 0.5770 | 0.9037 | 0.9506 |
73
+ | No log | 1.4667 | 44 | 0.6705 | 0.5807 | 0.6705 | 0.8188 |
74
+ | No log | 1.5333 | 46 | 0.7014 | 0.6993 | 0.7014 | 0.8375 |
75
+ | No log | 1.6 | 48 | 0.7129 | 0.6961 | 0.7129 | 0.8443 |
76
+ | No log | 1.6667 | 50 | 0.6423 | 0.7050 | 0.6423 | 0.8015 |
77
+ | No log | 1.7333 | 52 | 0.6768 | 0.6245 | 0.6768 | 0.8227 |
78
+ | No log | 1.8 | 54 | 0.6963 | 0.6371 | 0.6963 | 0.8344 |
79
+ | No log | 1.8667 | 56 | 0.6116 | 0.5910 | 0.6116 | 0.7821 |
80
+ | No log | 1.9333 | 58 | 0.7241 | 0.5563 | 0.7241 | 0.8510 |
81
+ | No log | 2.0 | 60 | 1.0037 | 0.5448 | 1.0037 | 1.0019 |
82
+ | No log | 2.0667 | 62 | 1.2672 | 0.4236 | 1.2672 | 1.1257 |
83
+ | No log | 2.1333 | 64 | 0.9991 | 0.5436 | 0.9991 | 0.9995 |
84
+ | No log | 2.2 | 66 | 0.7289 | 0.6469 | 0.7289 | 0.8538 |
85
+ | No log | 2.2667 | 68 | 0.6563 | 0.6148 | 0.6563 | 0.8101 |
86
+ | No log | 2.3333 | 70 | 0.7095 | 0.6513 | 0.7095 | 0.8423 |
87
+ | No log | 2.4 | 72 | 0.7393 | 0.6312 | 0.7393 | 0.8598 |
88
+ | No log | 2.4667 | 74 | 0.7195 | 0.6165 | 0.7195 | 0.8483 |
89
+ | No log | 2.5333 | 76 | 0.6516 | 0.6298 | 0.6516 | 0.8072 |
90
+ | No log | 2.6 | 78 | 0.9261 | 0.5432 | 0.9261 | 0.9624 |
91
+ | No log | 2.6667 | 80 | 1.0402 | 0.4571 | 1.0402 | 1.0199 |
92
+ | No log | 2.7333 | 82 | 0.8377 | 0.5801 | 0.8377 | 0.9153 |
93
+ | No log | 2.8 | 84 | 0.6500 | 0.5945 | 0.6500 | 0.8062 |
94
+ | No log | 2.8667 | 86 | 0.6505 | 0.5574 | 0.6505 | 0.8065 |
95
+ | No log | 2.9333 | 88 | 0.6556 | 0.5747 | 0.6556 | 0.8097 |
96
+ | No log | 3.0 | 90 | 0.6647 | 0.6205 | 0.6647 | 0.8153 |
97
+ | No log | 3.0667 | 92 | 0.6775 | 0.6179 | 0.6775 | 0.8231 |
98
+ | No log | 3.1333 | 94 | 0.6752 | 0.5911 | 0.6752 | 0.8217 |
99
+ | No log | 3.2 | 96 | 0.6500 | 0.5830 | 0.6500 | 0.8062 |
100
+ | No log | 3.2667 | 98 | 0.6379 | 0.6011 | 0.6379 | 0.7987 |
101
+ | No log | 3.3333 | 100 | 0.6546 | 0.6052 | 0.6546 | 0.8091 |
102
+ | No log | 3.4 | 102 | 0.6259 | 0.6263 | 0.6259 | 0.7912 |
103
+ | No log | 3.4667 | 104 | 0.6132 | 0.6343 | 0.6132 | 0.7830 |
104
+ | No log | 3.5333 | 106 | 0.6321 | 0.5941 | 0.6321 | 0.7951 |
105
+ | No log | 3.6 | 108 | 0.7360 | 0.6570 | 0.7360 | 0.8579 |
106
+ | No log | 3.6667 | 110 | 0.6732 | 0.6733 | 0.6732 | 0.8205 |
107
+ | No log | 3.7333 | 112 | 0.6003 | 0.6468 | 0.6003 | 0.7748 |
108
+ | No log | 3.8 | 114 | 0.6327 | 0.6419 | 0.6327 | 0.7954 |
109
+ | No log | 3.8667 | 116 | 0.6131 | 0.6357 | 0.6131 | 0.7830 |
110
+ | No log | 3.9333 | 118 | 0.6061 | 0.6672 | 0.6061 | 0.7785 |
111
+ | No log | 4.0 | 120 | 0.6867 | 0.6453 | 0.6867 | 0.8287 |
112
+ | No log | 4.0667 | 122 | 0.6935 | 0.6595 | 0.6935 | 0.8328 |
113
+ | No log | 4.1333 | 124 | 0.6560 | 0.6775 | 0.6560 | 0.8099 |
114
+ | No log | 4.2 | 126 | 0.6275 | 0.6187 | 0.6275 | 0.7921 |
115
+ | No log | 4.2667 | 128 | 0.6192 | 0.6503 | 0.6192 | 0.7869 |
116
+ | No log | 4.3333 | 130 | 0.6226 | 0.6570 | 0.6226 | 0.7891 |
117
+ | No log | 4.4 | 132 | 0.6339 | 0.6047 | 0.6339 | 0.7962 |
118
+ | No log | 4.4667 | 134 | 0.6284 | 0.6314 | 0.6284 | 0.7927 |
119
+ | No log | 4.5333 | 136 | 0.6665 | 0.5945 | 0.6665 | 0.8164 |
120
+ | No log | 4.6 | 138 | 0.6993 | 0.5828 | 0.6993 | 0.8363 |
121
+ | No log | 4.6667 | 140 | 0.6772 | 0.6094 | 0.6772 | 0.8229 |
122
+ | No log | 4.7333 | 142 | 0.7068 | 0.6107 | 0.7068 | 0.8407 |
123
+ | No log | 4.8 | 144 | 0.7302 | 0.6107 | 0.7302 | 0.8545 |
124
+ | No log | 4.8667 | 146 | 0.6879 | 0.6107 | 0.6879 | 0.8294 |
125
+ | No log | 4.9333 | 148 | 0.6892 | 0.5930 | 0.6892 | 0.8302 |
126
+ | No log | 5.0 | 150 | 0.7080 | 0.6023 | 0.7080 | 0.8414 |
127
+ | No log | 5.0667 | 152 | 0.6438 | 0.6275 | 0.6438 | 0.8024 |
128
+ | No log | 5.1333 | 154 | 0.6364 | 0.5819 | 0.6364 | 0.7977 |
129
+ | No log | 5.2 | 156 | 0.6577 | 0.6246 | 0.6577 | 0.8110 |
130
+ | No log | 5.2667 | 158 | 0.6696 | 0.6328 | 0.6696 | 0.8183 |
131
+ | No log | 5.3333 | 160 | 0.6646 | 0.6269 | 0.6646 | 0.8152 |
132
+ | No log | 5.4 | 162 | 0.8611 | 0.6235 | 0.8611 | 0.9280 |
133
+ | No log | 5.4667 | 164 | 0.9759 | 0.5503 | 0.9759 | 0.9879 |
134
+ | No log | 5.5333 | 166 | 0.8883 | 0.5971 | 0.8883 | 0.9425 |
135
+ | No log | 5.6 | 168 | 0.6870 | 0.5963 | 0.6870 | 0.8288 |
136
+ | No log | 5.6667 | 170 | 0.6656 | 0.6259 | 0.6656 | 0.8158 |
137
+ | No log | 5.7333 | 172 | 0.6672 | 0.6278 | 0.6672 | 0.8168 |
138
+ | No log | 5.8 | 174 | 0.7938 | 0.5628 | 0.7938 | 0.8910 |
139
+ | No log | 5.8667 | 176 | 0.9756 | 0.4346 | 0.9756 | 0.9877 |
140
+ | No log | 5.9333 | 178 | 0.9268 | 0.5068 | 0.9268 | 0.9627 |
141
+ | No log | 6.0 | 180 | 0.7272 | 0.6071 | 0.7272 | 0.8528 |
142
+ | No log | 6.0667 | 182 | 0.6279 | 0.6684 | 0.6279 | 0.7924 |
143
+ | No log | 6.1333 | 184 | 0.6180 | 0.6365 | 0.6180 | 0.7861 |
144
+ | No log | 6.2 | 186 | 0.6170 | 0.6110 | 0.6170 | 0.7855 |
145
+ | No log | 6.2667 | 188 | 0.6238 | 0.6157 | 0.6238 | 0.7898 |
146
+ | No log | 6.3333 | 190 | 0.6173 | 0.5774 | 0.6173 | 0.7857 |
147
+ | No log | 6.4 | 192 | 0.6234 | 0.5774 | 0.6234 | 0.7896 |
148
+ | No log | 6.4667 | 194 | 0.5993 | 0.6311 | 0.5993 | 0.7741 |
149
+ | No log | 6.5333 | 196 | 0.6085 | 0.6519 | 0.6085 | 0.7800 |
150
+ | No log | 6.6 | 198 | 0.6510 | 0.6245 | 0.6510 | 0.8068 |
151
+ | No log | 6.6667 | 200 | 0.6391 | 0.6519 | 0.6391 | 0.7994 |
152
+ | No log | 6.7333 | 202 | 0.6456 | 0.6337 | 0.6456 | 0.8035 |
153
+ | No log | 6.8 | 204 | 0.6819 | 0.6228 | 0.6819 | 0.8258 |
154
+ | No log | 6.8667 | 206 | 0.6917 | 0.6169 | 0.6917 | 0.8317 |
155
+ | No log | 6.9333 | 208 | 0.6909 | 0.6142 | 0.6909 | 0.8312 |
156
+ | No log | 7.0 | 210 | 0.6667 | 0.5990 | 0.6667 | 0.8165 |
157
+ | No log | 7.0667 | 212 | 0.6715 | 0.6085 | 0.6715 | 0.8194 |
158
+ | No log | 7.1333 | 214 | 0.6787 | 0.6092 | 0.6787 | 0.8239 |
159
+ | No log | 7.2 | 216 | 0.8185 | 0.5305 | 0.8185 | 0.9047 |
160
+ | No log | 7.2667 | 218 | 1.0974 | 0.4577 | 1.0974 | 1.0476 |
161
+ | No log | 7.3333 | 220 | 1.1207 | 0.4177 | 1.1207 | 1.0586 |
162
+ | No log | 7.4 | 222 | 0.9334 | 0.5142 | 0.9334 | 0.9661 |
163
+ | No log | 7.4667 | 224 | 0.6860 | 0.6245 | 0.6860 | 0.8282 |
164
+ | No log | 7.5333 | 226 | 0.6087 | 0.6227 | 0.6087 | 0.7802 |
165
+ | No log | 7.6 | 228 | 0.6326 | 0.5926 | 0.6326 | 0.7954 |
166
+ | No log | 7.6667 | 230 | 0.6211 | 0.6242 | 0.6211 | 0.7881 |
167
+ | No log | 7.7333 | 232 | 0.6321 | 0.6828 | 0.6321 | 0.7950 |
168
+ | No log | 7.8 | 234 | 0.6331 | 0.6479 | 0.6331 | 0.7956 |
169
+ | No log | 7.8667 | 236 | 0.6883 | 0.6822 | 0.6883 | 0.8296 |
170
+ | No log | 7.9333 | 238 | 0.7350 | 0.6530 | 0.7350 | 0.8573 |
171
+ | No log | 8.0 | 240 | 0.6419 | 0.6354 | 0.6419 | 0.8012 |
172
+ | No log | 8.0667 | 242 | 0.5927 | 0.6782 | 0.5927 | 0.7699 |
173
+ | No log | 8.1333 | 244 | 0.6167 | 0.7128 | 0.6167 | 0.7853 |
174
+ | No log | 8.2 | 246 | 0.6718 | 0.6430 | 0.6718 | 0.8196 |
175
+ | No log | 8.2667 | 248 | 0.7106 | 0.6312 | 0.7106 | 0.8429 |
176
+ | No log | 8.3333 | 250 | 0.7021 | 0.6189 | 0.7021 | 0.8379 |
177
+ | No log | 8.4 | 252 | 0.6533 | 0.6528 | 0.6533 | 0.8083 |
178
+ | No log | 8.4667 | 254 | 0.6316 | 0.6397 | 0.6316 | 0.7947 |
179
+ | No log | 8.5333 | 256 | 0.6230 | 0.6104 | 0.6230 | 0.7893 |
180
+ | No log | 8.6 | 258 | 0.6178 | 0.5863 | 0.6178 | 0.7860 |
181
+ | No log | 8.6667 | 260 | 0.6250 | 0.5660 | 0.6250 | 0.7905 |
182
+ | No log | 8.7333 | 262 | 0.6374 | 0.6100 | 0.6374 | 0.7984 |
183
+ | No log | 8.8 | 264 | 0.6436 | 0.6047 | 0.6436 | 0.8022 |
184
+ | No log | 8.8667 | 266 | 0.6093 | 0.6721 | 0.6093 | 0.7806 |
185
+ | No log | 8.9333 | 268 | 0.6172 | 0.6701 | 0.6172 | 0.7856 |
186
+ | No log | 9.0 | 270 | 0.6106 | 0.6701 | 0.6106 | 0.7814 |
187
+ | No log | 9.0667 | 272 | 0.5875 | 0.6510 | 0.5875 | 0.7665 |
188
+ | No log | 9.1333 | 274 | 0.6142 | 0.6007 | 0.6142 | 0.7837 |
189
+ | No log | 9.2 | 276 | 0.6608 | 0.5809 | 0.6608 | 0.8129 |
190
+ | No log | 9.2667 | 278 | 0.7268 | 0.6115 | 0.7268 | 0.8526 |
191
+ | No log | 9.3333 | 280 | 0.7489 | 0.6198 | 0.7489 | 0.8654 |
192
+ | No log | 9.4 | 282 | 0.7187 | 0.6026 | 0.7187 | 0.8478 |
193
+ | No log | 9.4667 | 284 | 0.6687 | 0.6435 | 0.6687 | 0.8177 |
194
+ | No log | 9.5333 | 286 | 0.6779 | 0.5905 | 0.6779 | 0.8233 |
195
+ | No log | 9.6 | 288 | 0.6853 | 0.6080 | 0.6853 | 0.8278 |
196
+ | No log | 9.6667 | 290 | 0.6520 | 0.6302 | 0.6520 | 0.8074 |
197
+ | No log | 9.7333 | 292 | 0.6191 | 0.6364 | 0.6191 | 0.7868 |
198
+ | No log | 9.8 | 294 | 0.6328 | 0.5954 | 0.6328 | 0.7955 |
199
+ | No log | 9.8667 | 296 | 0.6705 | 0.6038 | 0.6705 | 0.8188 |
200
+ | No log | 9.9333 | 298 | 0.7082 | 0.5653 | 0.7082 | 0.8415 |
201
+ | No log | 10.0 | 300 | 0.6591 | 0.6289 | 0.6591 | 0.8119 |
202
+ | No log | 10.0667 | 302 | 0.5826 | 0.6634 | 0.5826 | 0.7633 |
203
+ | No log | 10.1333 | 304 | 0.5844 | 0.5982 | 0.5844 | 0.7645 |
204
+ | No log | 10.2 | 306 | 0.6055 | 0.5993 | 0.6055 | 0.7781 |
205
+ | No log | 10.2667 | 308 | 0.6807 | 0.6338 | 0.6807 | 0.8250 |
206
+ | No log | 10.3333 | 310 | 0.7168 | 0.6274 | 0.7168 | 0.8466 |
207
+ | No log | 10.4 | 312 | 0.6341 | 0.6695 | 0.6341 | 0.7963 |
208
+ | No log | 10.4667 | 314 | 0.5836 | 0.7174 | 0.5836 | 0.7640 |
209
+ | No log | 10.5333 | 316 | 0.6411 | 0.6662 | 0.6411 | 0.8007 |
210
+ | No log | 10.6 | 318 | 0.6769 | 0.6717 | 0.6769 | 0.8227 |
211
+ | No log | 10.6667 | 320 | 0.6506 | 0.6092 | 0.6506 | 0.8066 |
212
+ | No log | 10.7333 | 322 | 0.6267 | 0.6014 | 0.6267 | 0.7916 |
213
+ | No log | 10.8 | 324 | 0.6056 | 0.5570 | 0.6056 | 0.7782 |
214
+ | No log | 10.8667 | 326 | 0.6233 | 0.6028 | 0.6233 | 0.7895 |
215
+ | No log | 10.9333 | 328 | 0.6393 | 0.6696 | 0.6393 | 0.7995 |
216
+ | No log | 11.0 | 330 | 0.6979 | 0.6655 | 0.6979 | 0.8354 |
217
+ | No log | 11.0667 | 332 | 0.6725 | 0.6481 | 0.6725 | 0.8201 |
218
+ | No log | 11.1333 | 334 | 0.6285 | 0.6815 | 0.6285 | 0.7928 |
219
+ | No log | 11.2 | 336 | 0.5875 | 0.6133 | 0.5875 | 0.7665 |
220
+ | No log | 11.2667 | 338 | 0.5851 | 0.6548 | 0.5851 | 0.7649 |
221
+ | No log | 11.3333 | 340 | 0.6463 | 0.6926 | 0.6463 | 0.8039 |
222
+ | No log | 11.4 | 342 | 0.7426 | 0.6080 | 0.7426 | 0.8617 |
223
+ | No log | 11.4667 | 344 | 0.6879 | 0.6749 | 0.6879 | 0.8294 |
224
+ | No log | 11.5333 | 346 | 0.5920 | 0.6672 | 0.5920 | 0.7694 |
225
+ | No log | 11.6 | 348 | 0.5847 | 0.6284 | 0.5847 | 0.7647 |
226
+ | No log | 11.6667 | 350 | 0.5826 | 0.6284 | 0.5826 | 0.7633 |
227
+ | No log | 11.7333 | 352 | 0.5918 | 0.6602 | 0.5918 | 0.7693 |
228
+ | No log | 11.8 | 354 | 0.6395 | 0.6581 | 0.6395 | 0.7997 |
229
+ | No log | 11.8667 | 356 | 0.6519 | 0.6275 | 0.6519 | 0.8074 |
230
+ | No log | 11.9333 | 358 | 0.6014 | 0.6695 | 0.6014 | 0.7755 |
231
+ | No log | 12.0 | 360 | 0.5824 | 0.6284 | 0.5824 | 0.7631 |
232
+ | No log | 12.0667 | 362 | 0.6055 | 0.6779 | 0.6055 | 0.7782 |
233
+ | No log | 12.1333 | 364 | 0.5890 | 0.6835 | 0.5890 | 0.7675 |
234
+ | No log | 12.2 | 366 | 0.5898 | 0.6365 | 0.5898 | 0.7680 |
235
+ | No log | 12.2667 | 368 | 0.6130 | 0.6479 | 0.6130 | 0.7830 |
236
+ | No log | 12.3333 | 370 | 0.6051 | 0.6479 | 0.6051 | 0.7779 |
237
+ | No log | 12.4 | 372 | 0.6025 | 0.6380 | 0.6025 | 0.7762 |
238
+ | No log | 12.4667 | 374 | 0.5980 | 0.6335 | 0.5980 | 0.7733 |
239
+ | No log | 12.5333 | 376 | 0.6090 | 0.6133 | 0.6090 | 0.7804 |
240
+ | No log | 12.6 | 378 | 0.6332 | 0.6404 | 0.6332 | 0.7957 |
241
+ | No log | 12.6667 | 380 | 0.6301 | 0.6705 | 0.6301 | 0.7938 |
242
+ | No log | 12.7333 | 382 | 0.6131 | 0.6188 | 0.6131 | 0.7830 |
243
+ | No log | 12.8 | 384 | 0.6084 | 0.5606 | 0.6084 | 0.7800 |
244
+ | No log | 12.8667 | 386 | 0.6182 | 0.5626 | 0.6182 | 0.7863 |
245
+ | No log | 12.9333 | 388 | 0.6391 | 0.5847 | 0.6391 | 0.7994 |
246
+ | No log | 13.0 | 390 | 0.7058 | 0.5442 | 0.7058 | 0.8401 |
247
+ | No log | 13.0667 | 392 | 0.7595 | 0.4932 | 0.7595 | 0.8715 |
248
+ | No log | 13.1333 | 394 | 0.7487 | 0.5255 | 0.7487 | 0.8653 |
249
+ | No log | 13.2 | 396 | 0.6889 | 0.5909 | 0.6889 | 0.8300 |
250
+ | No log | 13.2667 | 398 | 0.6365 | 0.6217 | 0.6365 | 0.7978 |
251
+ | No log | 13.3333 | 400 | 0.6365 | 0.6176 | 0.6365 | 0.7978 |
252
+ | No log | 13.4 | 402 | 0.6513 | 0.5669 | 0.6513 | 0.8070 |
253
+ | No log | 13.4667 | 404 | 0.6405 | 0.6035 | 0.6405 | 0.8003 |
254
+ | No log | 13.5333 | 406 | 0.6245 | 0.6310 | 0.6245 | 0.7902 |
255
+ | No log | 13.6 | 408 | 0.6092 | 0.6011 | 0.6092 | 0.7805 |
256
+ | No log | 13.6667 | 410 | 0.6074 | 0.5602 | 0.6074 | 0.7794 |
257
+ | No log | 13.7333 | 412 | 0.6132 | 0.5690 | 0.6132 | 0.7831 |
258
+ | No log | 13.8 | 414 | 0.6237 | 0.6133 | 0.6237 | 0.7897 |
259
+ | No log | 13.8667 | 416 | 0.6460 | 0.6133 | 0.6460 | 0.8037 |
260
+ | No log | 13.9333 | 418 | 0.6306 | 0.6133 | 0.6306 | 0.7941 |
261
+ | No log | 14.0 | 420 | 0.5998 | 0.5808 | 0.5998 | 0.7745 |
262
+ | No log | 14.0667 | 422 | 0.5954 | 0.6022 | 0.5954 | 0.7716 |
263
+ | No log | 14.1333 | 424 | 0.6224 | 0.5969 | 0.6224 | 0.7889 |
264
+ | No log | 14.2 | 426 | 0.6310 | 0.6556 | 0.6310 | 0.7944 |
265
+ | No log | 14.2667 | 428 | 0.6174 | 0.6549 | 0.6174 | 0.7857 |
266
+ | No log | 14.3333 | 430 | 0.6098 | 0.6318 | 0.6098 | 0.7809 |
267
+ | No log | 14.4 | 432 | 0.6113 | 0.6102 | 0.6113 | 0.7818 |
268
+ | No log | 14.4667 | 434 | 0.6175 | 0.6634 | 0.6175 | 0.7858 |
269
+ | No log | 14.5333 | 436 | 0.6202 | 0.6104 | 0.6202 | 0.7876 |
270
+ | No log | 14.6 | 438 | 0.6135 | 0.6057 | 0.6135 | 0.7832 |
271
+ | No log | 14.6667 | 440 | 0.6134 | 0.5523 | 0.6134 | 0.7832 |
272
+ | No log | 14.7333 | 442 | 0.6080 | 0.5724 | 0.6080 | 0.7798 |
273
+ | No log | 14.8 | 444 | 0.5940 | 0.5381 | 0.5940 | 0.7707 |
274
+ | No log | 14.8667 | 446 | 0.5996 | 0.5865 | 0.5996 | 0.7743 |
275
+ | No log | 14.9333 | 448 | 0.5984 | 0.5865 | 0.5984 | 0.7736 |
276
+ | No log | 15.0 | 450 | 0.5905 | 0.5650 | 0.5905 | 0.7684 |
277
+ | No log | 15.0667 | 452 | 0.5950 | 0.5650 | 0.5950 | 0.7714 |
278
+ | No log | 15.1333 | 454 | 0.5945 | 0.5630 | 0.5945 | 0.7710 |
279
+ | No log | 15.2 | 456 | 0.5998 | 0.5982 | 0.5998 | 0.7745 |
280
+ | No log | 15.2667 | 458 | 0.5866 | 0.5806 | 0.5866 | 0.7659 |
281
+ | No log | 15.3333 | 460 | 0.5743 | 0.6464 | 0.5743 | 0.7578 |
282
+ | No log | 15.4 | 462 | 0.5844 | 0.6380 | 0.5844 | 0.7644 |
283
+ | No log | 15.4667 | 464 | 0.5805 | 0.6046 | 0.5805 | 0.7619 |
284
+ | No log | 15.5333 | 466 | 0.5885 | 0.5845 | 0.5885 | 0.7671 |
285
+ | No log | 15.6 | 468 | 0.6073 | 0.5480 | 0.6073 | 0.7793 |
286
+ | No log | 15.6667 | 470 | 0.6040 | 0.6249 | 0.6040 | 0.7772 |
287
+ | No log | 15.7333 | 472 | 0.5991 | 0.6330 | 0.5991 | 0.7740 |
288
+ | No log | 15.8 | 474 | 0.6046 | 0.6345 | 0.6046 | 0.7775 |
289
+ | No log | 15.8667 | 476 | 0.5976 | 0.6206 | 0.5976 | 0.7730 |
290
+ | No log | 15.9333 | 478 | 0.5936 | 0.6433 | 0.5936 | 0.7704 |
291
+ | No log | 16.0 | 480 | 0.5983 | 0.6433 | 0.5983 | 0.7735 |
292
+ | No log | 16.0667 | 482 | 0.6267 | 0.6519 | 0.6267 | 0.7917 |
293
+ | No log | 16.1333 | 484 | 0.6497 | 0.6199 | 0.6497 | 0.8060 |
294
+ | No log | 16.2 | 486 | 0.6481 | 0.6529 | 0.6481 | 0.8050 |
295
+ | No log | 16.2667 | 488 | 0.6347 | 0.5585 | 0.6347 | 0.7967 |
296
+ | No log | 16.3333 | 490 | 0.6147 | 0.5960 | 0.6147 | 0.7840 |
297
+ | No log | 16.4 | 492 | 0.5888 | 0.5735 | 0.5888 | 0.7673 |
298
+ | No log | 16.4667 | 494 | 0.5586 | 0.5831 | 0.5586 | 0.7474 |
299
+ | No log | 16.5333 | 496 | 0.5363 | 0.5898 | 0.5363 | 0.7323 |
300
+ | No log | 16.6 | 498 | 0.5329 | 0.6297 | 0.5329 | 0.7300 |
301
+ | 0.2407 | 16.6667 | 500 | 0.5507 | 0.6398 | 0.5507 | 0.7421 |
302
+ | 0.2407 | 16.7333 | 502 | 0.5946 | 0.7050 | 0.5946 | 0.7711 |
303
+ | 0.2407 | 16.8 | 504 | 0.6004 | 0.6743 | 0.6004 | 0.7748 |
304
+ | 0.2407 | 16.8667 | 506 | 0.5576 | 0.6732 | 0.5576 | 0.7467 |
305
+ | 0.2407 | 16.9333 | 508 | 0.5241 | 0.6680 | 0.5241 | 0.7239 |
306
+ | 0.2407 | 17.0 | 510 | 0.5364 | 0.6536 | 0.5364 | 0.7324 |
307
+ | 0.2407 | 17.0667 | 512 | 0.5724 | 0.6194 | 0.5724 | 0.7566 |
308
+ | 0.2407 | 17.1333 | 514 | 0.5866 | 0.6194 | 0.5866 | 0.7659 |
309
+ | 0.2407 | 17.2 | 516 | 0.5536 | 0.6288 | 0.5536 | 0.7441 |
310
+ | 0.2407 | 17.2667 | 518 | 0.5352 | 0.6339 | 0.5352 | 0.7316 |
311
+ | 0.2407 | 17.3333 | 520 | 0.5404 | 0.6720 | 0.5404 | 0.7351 |
312
+ | 0.2407 | 17.4 | 522 | 0.5702 | 0.6584 | 0.5702 | 0.7551 |
313
+ | 0.2407 | 17.4667 | 524 | 0.6158 | 0.6537 | 0.6158 | 0.7848 |
314
+ | 0.2407 | 17.5333 | 526 | 0.6315 | 0.6479 | 0.6315 | 0.7947 |
315
+ | 0.2407 | 17.6 | 528 | 0.6092 | 0.6380 | 0.6092 | 0.7805 |
316
+ | 0.2407 | 17.6667 | 530 | 0.5874 | 0.6780 | 0.5874 | 0.7664 |
317
+ | 0.2407 | 17.7333 | 532 | 0.5905 | 0.6406 | 0.5905 | 0.7684 |
318
+ | 0.2407 | 17.8 | 534 | 0.5875 | 0.6406 | 0.5875 | 0.7665 |
319
+ | 0.2407 | 17.8667 | 536 | 0.5802 | 0.6310 | 0.5802 | 0.7617 |
320
+ | 0.2407 | 17.9333 | 538 | 0.5811 | 0.6491 | 0.5811 | 0.7623 |
321
+ | 0.2407 | 18.0 | 540 | 0.5789 | 0.6105 | 0.5789 | 0.7609 |
322
+ | 0.2407 | 18.0667 | 542 | 0.5799 | 0.6164 | 0.5799 | 0.7615 |
323
+ | 0.2407 | 18.1333 | 544 | 0.5875 | 0.6089 | 0.5875 | 0.7665 |
324
+ | 0.2407 | 18.2 | 546 | 0.5778 | 0.6134 | 0.5778 | 0.7602 |
325
+ | 0.2407 | 18.2667 | 548 | 0.5686 | 0.6275 | 0.5686 | 0.7540 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions