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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_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_k13_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_k13_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: 0.7956
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- - Qwk: 0.6078
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- - Mse: 0.7956
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- - Rmse: 0.8920
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  ## Model description
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@@ -49,317 +49,266 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0308 | 2 | 3.9905 | 0.0125 | 3.9905 | 1.9976 |
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- | No log | 0.0615 | 4 | 1.9575 | 0.0741 | 1.9575 | 1.3991 |
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- | No log | 0.0923 | 6 | 1.5258 | -0.0351 | 1.5258 | 1.2352 |
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- | No log | 0.1231 | 8 | 1.1084 | 0.1989 | 1.1084 | 1.0528 |
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- | No log | 0.1538 | 10 | 1.0609 | 0.0762 | 1.0609 | 1.0300 |
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- | No log | 0.1846 | 12 | 1.0265 | 0.0604 | 1.0265 | 1.0132 |
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- | No log | 0.2154 | 14 | 0.9711 | 0.3153 | 0.9711 | 0.9855 |
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- | No log | 0.2462 | 16 | 0.9796 | 0.4547 | 0.9796 | 0.9897 |
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- | No log | 0.2769 | 18 | 1.0053 | 0.3048 | 1.0053 | 1.0027 |
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- | No log | 0.3077 | 20 | 1.0201 | 0.3189 | 1.0201 | 1.0100 |
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- | No log | 0.3385 | 22 | 0.8672 | 0.4347 | 0.8672 | 0.9313 |
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- | No log | 0.3692 | 24 | 0.7984 | 0.4398 | 0.7984 | 0.8935 |
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- | No log | 0.4 | 26 | 0.7578 | 0.3838 | 0.7578 | 0.8705 |
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- | No log | 0.4308 | 28 | 0.7175 | 0.5316 | 0.7175 | 0.8471 |
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- | No log | 0.4615 | 30 | 0.7118 | 0.6006 | 0.7118 | 0.8437 |
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- | No log | 0.4923 | 32 | 0.9010 | 0.4847 | 0.9010 | 0.9492 |
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- | No log | 0.5231 | 34 | 1.2655 | 0.3816 | 1.2655 | 1.1249 |
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- | No log | 0.5538 | 36 | 0.8938 | 0.5928 | 0.8938 | 0.9454 |
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- | No log | 0.5846 | 38 | 0.7357 | 0.6162 | 0.7357 | 0.8577 |
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- | No log | 0.6154 | 40 | 0.8522 | 0.5214 | 0.8522 | 0.9231 |
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- | No log | 0.6462 | 42 | 0.7935 | 0.5522 | 0.7935 | 0.8908 |
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- | No log | 0.6769 | 44 | 0.7638 | 0.6070 | 0.7638 | 0.8739 |
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- | No log | 0.7077 | 46 | 0.7844 | 0.5905 | 0.7844 | 0.8857 |
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- | No log | 0.7385 | 48 | 0.8084 | 0.5718 | 0.8084 | 0.8991 |
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- | No log | 0.7692 | 50 | 0.7151 | 0.6636 | 0.7151 | 0.8457 |
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- | No log | 0.8 | 52 | 0.7085 | 0.6097 | 0.7085 | 0.8417 |
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- | No log | 0.8308 | 54 | 0.7122 | 0.5839 | 0.7122 | 0.8439 |
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- | No log | 0.8615 | 56 | 0.7169 | 0.6551 | 0.7169 | 0.8467 |
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- | No log | 0.8923 | 58 | 0.8514 | 0.6026 | 0.8514 | 0.9227 |
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- | No log | 0.9231 | 60 | 1.1080 | 0.5572 | 1.1080 | 1.0526 |
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- | No log | 0.9538 | 62 | 1.0528 | 0.5909 | 1.0528 | 1.0261 |
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- | No log | 0.9846 | 64 | 0.8693 | 0.5974 | 0.8693 | 0.9324 |
84
- | No log | 1.0154 | 66 | 0.8076 | 0.6389 | 0.8076 | 0.8987 |
85
- | No log | 1.0462 | 68 | 0.7357 | 0.6214 | 0.7357 | 0.8577 |
86
- | No log | 1.0769 | 70 | 0.7658 | 0.6116 | 0.7658 | 0.8751 |
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- | No log | 1.1077 | 72 | 0.8051 | 0.5498 | 0.8051 | 0.8973 |
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- | No log | 1.1385 | 74 | 0.7117 | 0.6721 | 0.7117 | 0.8436 |
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- | No log | 1.1692 | 76 | 0.6661 | 0.6302 | 0.6661 | 0.8161 |
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- | No log | 1.2 | 78 | 0.7573 | 0.5051 | 0.7573 | 0.8702 |
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- | No log | 1.2308 | 80 | 0.6786 | 0.6516 | 0.6786 | 0.8237 |
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- | No log | 1.2615 | 82 | 0.6470 | 0.6772 | 0.6470 | 0.8043 |
93
- | No log | 1.2923 | 84 | 0.6492 | 0.7049 | 0.6492 | 0.8057 |
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- | No log | 1.3231 | 86 | 0.6912 | 0.6953 | 0.6912 | 0.8314 |
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- | No log | 1.3538 | 88 | 0.7530 | 0.6439 | 0.7530 | 0.8677 |
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- | No log | 1.3846 | 90 | 0.7127 | 0.6879 | 0.7127 | 0.8442 |
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- | No log | 1.4154 | 92 | 0.6519 | 0.6932 | 0.6519 | 0.8074 |
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- | No log | 1.4462 | 94 | 0.7384 | 0.5504 | 0.7384 | 0.8593 |
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- | No log | 1.4769 | 96 | 0.8220 | 0.4681 | 0.8220 | 0.9066 |
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- | No log | 1.5077 | 98 | 0.7300 | 0.5175 | 0.7300 | 0.8544 |
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- | No log | 1.5385 | 100 | 0.6640 | 0.6650 | 0.6640 | 0.8149 |
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- | No log | 1.5692 | 102 | 0.6889 | 0.6748 | 0.6889 | 0.8300 |
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- | No log | 1.6 | 104 | 0.7087 | 0.6879 | 0.7087 | 0.8419 |
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- | No log | 1.6308 | 106 | 0.7033 | 0.6294 | 0.7033 | 0.8386 |
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- | No log | 1.6615 | 108 | 0.7235 | 0.6335 | 0.7235 | 0.8506 |
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- | No log | 1.6923 | 110 | 0.7744 | 0.5953 | 0.7744 | 0.8800 |
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- | No log | 1.7231 | 112 | 0.7938 | 0.5966 | 0.7938 | 0.8910 |
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- | No log | 1.7538 | 114 | 0.7209 | 0.6468 | 0.7209 | 0.8491 |
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- | No log | 1.7846 | 116 | 0.6867 | 0.6864 | 0.6867 | 0.8287 |
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- | No log | 1.8154 | 118 | 0.6828 | 0.6711 | 0.6828 | 0.8263 |
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- | No log | 1.8462 | 120 | 0.6787 | 0.6148 | 0.6787 | 0.8238 |
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- | No log | 1.8769 | 122 | 0.6971 | 0.6102 | 0.6971 | 0.8350 |
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- | No log | 1.9077 | 124 | 0.7899 | 0.5865 | 0.7899 | 0.8888 |
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- | No log | 1.9385 | 126 | 0.8722 | 0.5741 | 0.8722 | 0.9339 |
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- | No log | 1.9692 | 128 | 0.7508 | 0.6552 | 0.7508 | 0.8665 |
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- | No log | 2.0 | 130 | 0.6514 | 0.6952 | 0.6514 | 0.8071 |
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- | No log | 2.0308 | 132 | 0.6298 | 0.6686 | 0.6298 | 0.7936 |
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- | No log | 2.0615 | 134 | 0.6223 | 0.6835 | 0.6223 | 0.7889 |
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- | No log | 2.0923 | 136 | 0.6194 | 0.7203 | 0.6194 | 0.7870 |
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- | No log | 2.1231 | 138 | 0.6207 | 0.6207 | 0.6207 | 0.7878 |
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- | No log | 2.1538 | 140 | 0.6041 | 0.6641 | 0.6041 | 0.7773 |
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- | No log | 2.1846 | 142 | 0.5975 | 0.6185 | 0.5975 | 0.7730 |
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- | No log | 2.2154 | 144 | 0.5751 | 0.6330 | 0.5751 | 0.7583 |
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- | No log | 2.2462 | 146 | 0.6205 | 0.6766 | 0.6205 | 0.7877 |
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- | No log | 2.2769 | 148 | 0.7797 | 0.5686 | 0.7797 | 0.8830 |
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- | No log | 2.3077 | 150 | 0.6904 | 0.6035 | 0.6904 | 0.8309 |
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- | No log | 2.3385 | 152 | 0.5744 | 0.7177 | 0.5744 | 0.7579 |
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- | No log | 2.3692 | 154 | 0.6020 | 0.7073 | 0.6020 | 0.7759 |
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- | No log | 2.4 | 156 | 0.6259 | 0.6965 | 0.6259 | 0.7912 |
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- | No log | 2.4308 | 158 | 0.6190 | 0.7083 | 0.6190 | 0.7868 |
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- | No log | 2.4615 | 160 | 0.6764 | 0.6850 | 0.6764 | 0.8224 |
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- | No log | 2.4923 | 162 | 0.8098 | 0.5478 | 0.8098 | 0.8999 |
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- | No log | 2.5231 | 164 | 0.9098 | 0.5442 | 0.9098 | 0.9538 |
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- | No log | 2.5538 | 166 | 0.9757 | 0.5069 | 0.9757 | 0.9878 |
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- | No log | 2.5846 | 168 | 0.7934 | 0.5381 | 0.7934 | 0.8907 |
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- | No log | 2.6154 | 170 | 0.7011 | 0.6768 | 0.7011 | 0.8373 |
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- | No log | 2.6462 | 172 | 0.6470 | 0.6187 | 0.6470 | 0.8043 |
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- | No log | 2.6769 | 174 | 0.6555 | 0.6289 | 0.6555 | 0.8097 |
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- | No log | 2.7077 | 176 | 0.6829 | 0.6195 | 0.6829 | 0.8264 |
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- | No log | 2.7385 | 178 | 0.6773 | 0.5501 | 0.6773 | 0.8230 |
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- | No log | 2.7692 | 180 | 0.6799 | 0.6080 | 0.6799 | 0.8246 |
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- | No log | 2.8 | 182 | 0.6846 | 0.6160 | 0.6846 | 0.8274 |
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- | No log | 2.8308 | 184 | 0.7034 | 0.6274 | 0.7034 | 0.8387 |
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- | No log | 2.8615 | 186 | 0.6720 | 0.6186 | 0.6720 | 0.8198 |
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- | No log | 2.8923 | 188 | 0.7000 | 0.6780 | 0.7000 | 0.8367 |
146
- | No log | 2.9231 | 190 | 0.6718 | 0.6277 | 0.6718 | 0.8197 |
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- | No log | 2.9538 | 192 | 0.7084 | 0.6142 | 0.7084 | 0.8416 |
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- | No log | 2.9846 | 194 | 0.7027 | 0.6147 | 0.7027 | 0.8383 |
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- | No log | 3.0154 | 196 | 0.6792 | 0.6230 | 0.6792 | 0.8241 |
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- | No log | 3.0462 | 198 | 0.6482 | 0.6147 | 0.6482 | 0.8051 |
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- | No log | 3.0769 | 200 | 0.6485 | 0.5838 | 0.6485 | 0.8053 |
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- | No log | 3.1077 | 202 | 0.6279 | 0.6659 | 0.6279 | 0.7924 |
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- | No log | 3.1385 | 204 | 0.6320 | 0.6486 | 0.6320 | 0.7950 |
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- | No log | 3.1692 | 206 | 0.6364 | 0.6558 | 0.6364 | 0.7977 |
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- | No log | 3.2 | 208 | 0.6262 | 0.6605 | 0.6262 | 0.7913 |
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- | No log | 3.2308 | 210 | 0.6703 | 0.5911 | 0.6703 | 0.8187 |
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- | No log | 3.2615 | 212 | 0.6938 | 0.5735 | 0.6938 | 0.8329 |
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- | No log | 3.2923 | 214 | 0.7352 | 0.5628 | 0.7352 | 0.8574 |
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- | No log | 3.3231 | 216 | 0.6756 | 0.5924 | 0.6756 | 0.8219 |
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- | No log | 3.3538 | 218 | 0.6022 | 0.6916 | 0.6022 | 0.7760 |
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- | No log | 3.3846 | 220 | 0.5890 | 0.6659 | 0.5890 | 0.7674 |
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- | No log | 3.4154 | 222 | 0.6190 | 0.6575 | 0.6190 | 0.7868 |
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- | No log | 3.4462 | 224 | 0.6533 | 0.5630 | 0.6533 | 0.8082 |
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- | No log | 3.4769 | 226 | 0.6255 | 0.5945 | 0.6255 | 0.7909 |
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- | No log | 3.5077 | 228 | 0.6305 | 0.5430 | 0.6305 | 0.7940 |
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- | No log | 3.5385 | 230 | 0.6286 | 0.5312 | 0.6286 | 0.7928 |
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- | No log | 3.5692 | 232 | 0.6328 | 0.5810 | 0.6328 | 0.7955 |
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- | No log | 3.6 | 234 | 0.6823 | 0.6167 | 0.6823 | 0.8260 |
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- | No log | 3.6308 | 236 | 0.6489 | 0.6199 | 0.6489 | 0.8056 |
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- | No log | 3.6615 | 238 | 0.6047 | 0.5865 | 0.6047 | 0.7776 |
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- | No log | 3.6923 | 240 | 0.6386 | 0.5645 | 0.6386 | 0.7991 |
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- | No log | 3.7231 | 242 | 0.6312 | 0.5645 | 0.6312 | 0.7945 |
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- | No log | 3.7538 | 244 | 0.6149 | 0.6070 | 0.6149 | 0.7841 |
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- | No log | 3.7846 | 246 | 0.6078 | 0.7049 | 0.6078 | 0.7796 |
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- | No log | 3.8154 | 248 | 0.6504 | 0.6217 | 0.6504 | 0.8065 |
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- | No log | 3.8462 | 250 | 0.6212 | 0.6921 | 0.6212 | 0.7882 |
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- | No log | 3.8769 | 252 | 0.5916 | 0.7246 | 0.5916 | 0.7692 |
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- | No log | 3.9077 | 254 | 0.5956 | 0.6391 | 0.5956 | 0.7717 |
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- | No log | 3.9385 | 256 | 0.5963 | 0.6391 | 0.5963 | 0.7722 |
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- | No log | 3.9692 | 258 | 0.5916 | 0.6284 | 0.5916 | 0.7691 |
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- | No log | 4.0 | 260 | 0.5952 | 0.6115 | 0.5952 | 0.7715 |
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- | No log | 4.0308 | 262 | 0.5751 | 0.6364 | 0.5751 | 0.7584 |
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- | No log | 4.0615 | 264 | 0.5797 | 0.7599 | 0.5797 | 0.7614 |
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- | No log | 4.0923 | 266 | 0.6448 | 0.6871 | 0.6448 | 0.8030 |
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- | No log | 4.1231 | 268 | 0.6238 | 0.7036 | 0.6238 | 0.7898 |
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- | No log | 4.1538 | 270 | 0.5622 | 0.7213 | 0.5622 | 0.7498 |
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- | No log | 4.1846 | 272 | 0.5478 | 0.6733 | 0.5478 | 0.7401 |
188
- | No log | 4.2154 | 274 | 0.5474 | 0.6683 | 0.5474 | 0.7399 |
189
- | No log | 4.2462 | 276 | 0.5413 | 0.6959 | 0.5413 | 0.7357 |
190
- | No log | 4.2769 | 278 | 0.5474 | 0.7354 | 0.5474 | 0.7399 |
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- | No log | 4.3077 | 280 | 0.5290 | 0.6970 | 0.5290 | 0.7273 |
192
- | No log | 4.3385 | 282 | 0.5377 | 0.6858 | 0.5377 | 0.7333 |
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- | No log | 4.3692 | 284 | 0.5338 | 0.6507 | 0.5338 | 0.7306 |
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- | No log | 4.4 | 286 | 0.5528 | 0.6620 | 0.5528 | 0.7435 |
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- | No log | 4.4308 | 288 | 0.6836 | 0.5867 | 0.6836 | 0.8268 |
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- | No log | 4.4615 | 290 | 0.7531 | 0.5695 | 0.7531 | 0.8678 |
197
- | No log | 4.4923 | 292 | 0.7179 | 0.5636 | 0.7179 | 0.8473 |
198
- | No log | 4.5231 | 294 | 0.6023 | 0.6815 | 0.6023 | 0.7761 |
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- | No log | 4.5538 | 296 | 0.5707 | 0.6560 | 0.5707 | 0.7554 |
200
- | No log | 4.5846 | 298 | 0.5951 | 0.6558 | 0.5951 | 0.7714 |
201
- | No log | 4.6154 | 300 | 0.6622 | 0.6552 | 0.6622 | 0.8138 |
202
- | No log | 4.6462 | 302 | 0.7211 | 0.5966 | 0.7211 | 0.8491 |
203
- | No log | 4.6769 | 304 | 0.6524 | 0.6402 | 0.6524 | 0.8077 |
204
- | No log | 4.7077 | 306 | 0.5908 | 0.6846 | 0.5908 | 0.7686 |
205
- | No log | 4.7385 | 308 | 0.5895 | 0.6804 | 0.5895 | 0.7678 |
206
- | No log | 4.7692 | 310 | 0.5952 | 0.6694 | 0.5952 | 0.7715 |
207
- | No log | 4.8 | 312 | 0.6421 | 0.6867 | 0.6421 | 0.8013 |
208
- | No log | 4.8308 | 314 | 0.7204 | 0.5587 | 0.7204 | 0.8488 |
209
- | No log | 4.8615 | 316 | 0.7743 | 0.5086 | 0.7743 | 0.8799 |
210
- | No log | 4.8923 | 318 | 0.7324 | 0.5318 | 0.7324 | 0.8558 |
211
- | No log | 4.9231 | 320 | 0.6953 | 0.5628 | 0.6953 | 0.8338 |
212
- | No log | 4.9538 | 322 | 0.6451 | 0.6415 | 0.6451 | 0.8032 |
213
- | No log | 4.9846 | 324 | 0.6507 | 0.6311 | 0.6507 | 0.8066 |
214
- | No log | 5.0154 | 326 | 0.6783 | 0.5654 | 0.6783 | 0.8236 |
215
- | No log | 5.0462 | 328 | 0.7106 | 0.5356 | 0.7106 | 0.8430 |
216
- | No log | 5.0769 | 330 | 0.7427 | 0.5131 | 0.7427 | 0.8618 |
217
- | No log | 5.1077 | 332 | 0.6969 | 0.6109 | 0.6969 | 0.8348 |
218
- | No log | 5.1385 | 334 | 0.6510 | 0.6421 | 0.6510 | 0.8068 |
219
- | No log | 5.1692 | 336 | 0.6279 | 0.6341 | 0.6279 | 0.7924 |
220
- | No log | 5.2 | 338 | 0.6384 | 0.6310 | 0.6384 | 0.7990 |
221
- | No log | 5.2308 | 340 | 0.6554 | 0.6160 | 0.6554 | 0.8096 |
222
- | No log | 5.2615 | 342 | 0.6841 | 0.5751 | 0.6841 | 0.8271 |
223
- | No log | 5.2923 | 344 | 0.6595 | 0.5988 | 0.6595 | 0.8121 |
224
- | No log | 5.3231 | 346 | 0.6156 | 0.6972 | 0.6156 | 0.7846 |
225
- | No log | 5.3538 | 348 | 0.5945 | 0.6811 | 0.5945 | 0.7710 |
226
- | No log | 5.3846 | 350 | 0.6147 | 0.6756 | 0.6147 | 0.7840 |
227
- | No log | 5.4154 | 352 | 0.6139 | 0.6879 | 0.6139 | 0.7835 |
228
- | No log | 5.4462 | 354 | 0.6006 | 0.6847 | 0.6006 | 0.7750 |
229
- | No log | 5.4769 | 356 | 0.6153 | 0.7085 | 0.6153 | 0.7844 |
230
- | No log | 5.5077 | 358 | 0.5992 | 0.6833 | 0.5992 | 0.7741 |
231
- | No log | 5.5385 | 360 | 0.5584 | 0.6725 | 0.5584 | 0.7472 |
232
- | No log | 5.5692 | 362 | 0.5465 | 0.6667 | 0.5465 | 0.7393 |
233
- | No log | 5.6 | 364 | 0.5433 | 0.6667 | 0.5433 | 0.7371 |
234
- | No log | 5.6308 | 366 | 0.5434 | 0.6667 | 0.5434 | 0.7372 |
235
- | No log | 5.6615 | 368 | 0.5420 | 0.6619 | 0.5420 | 0.7362 |
236
- | No log | 5.6923 | 370 | 0.5584 | 0.6288 | 0.5584 | 0.7473 |
237
- | No log | 5.7231 | 372 | 0.5887 | 0.6764 | 0.5887 | 0.7672 |
238
- | No log | 5.7538 | 374 | 0.5895 | 0.6528 | 0.5895 | 0.7678 |
239
- | No log | 5.7846 | 376 | 0.5908 | 0.6555 | 0.5908 | 0.7686 |
240
- | No log | 5.8154 | 378 | 0.6329 | 0.6334 | 0.6329 | 0.7956 |
241
- | No log | 5.8462 | 380 | 0.6343 | 0.6482 | 0.6343 | 0.7964 |
242
- | No log | 5.8769 | 382 | 0.6439 | 0.6626 | 0.6439 | 0.8025 |
243
- | No log | 5.9077 | 384 | 0.6651 | 0.6484 | 0.6651 | 0.8155 |
244
- | No log | 5.9385 | 386 | 0.6356 | 0.6628 | 0.6356 | 0.7972 |
245
- | No log | 5.9692 | 388 | 0.5996 | 0.6781 | 0.5996 | 0.7744 |
246
- | No log | 6.0 | 390 | 0.5996 | 0.7020 | 0.5996 | 0.7743 |
247
- | No log | 6.0308 | 392 | 0.5639 | 0.6553 | 0.5639 | 0.7510 |
248
- | No log | 6.0615 | 394 | 0.5479 | 0.6526 | 0.5479 | 0.7402 |
249
- | No log | 6.0923 | 396 | 0.5718 | 0.5865 | 0.5718 | 0.7562 |
250
- | No log | 6.1231 | 398 | 0.5790 | 0.6377 | 0.5790 | 0.7609 |
251
- | No log | 6.1538 | 400 | 0.5572 | 0.6919 | 0.5572 | 0.7465 |
252
- | No log | 6.1846 | 402 | 0.5595 | 0.7018 | 0.5595 | 0.7480 |
253
- | No log | 6.2154 | 404 | 0.5609 | 0.6675 | 0.5609 | 0.7489 |
254
- | No log | 6.2462 | 406 | 0.5756 | 0.7034 | 0.5756 | 0.7587 |
255
- | No log | 6.2769 | 408 | 0.6068 | 0.6691 | 0.6068 | 0.7790 |
256
- | No log | 6.3077 | 410 | 0.6171 | 0.6826 | 0.6171 | 0.7855 |
257
- | No log | 6.3385 | 412 | 0.6097 | 0.6920 | 0.6097 | 0.7808 |
258
- | No log | 6.3692 | 414 | 0.5868 | 0.7122 | 0.5868 | 0.7660 |
259
- | No log | 6.4 | 416 | 0.5891 | 0.6846 | 0.5891 | 0.7675 |
260
- | No log | 6.4308 | 418 | 0.5800 | 0.7168 | 0.5800 | 0.7616 |
261
- | No log | 6.4615 | 420 | 0.5776 | 0.7308 | 0.5776 | 0.7600 |
262
- | No log | 6.4923 | 422 | 0.5938 | 0.7028 | 0.5938 | 0.7706 |
263
- | No log | 6.5231 | 424 | 0.6481 | 0.6371 | 0.6481 | 0.8051 |
264
- | No log | 6.5538 | 426 | 0.6690 | 0.6292 | 0.6690 | 0.8179 |
265
- | No log | 6.5846 | 428 | 0.6236 | 0.6137 | 0.6236 | 0.7897 |
266
- | No log | 6.6154 | 430 | 0.6144 | 0.5847 | 0.6144 | 0.7838 |
267
- | No log | 6.6462 | 432 | 0.6419 | 0.5197 | 0.6419 | 0.8012 |
268
- | No log | 6.6769 | 434 | 0.6465 | 0.5197 | 0.6465 | 0.8040 |
269
- | No log | 6.7077 | 436 | 0.6289 | 0.5874 | 0.6289 | 0.7931 |
270
- | No log | 6.7385 | 438 | 0.6459 | 0.5869 | 0.6459 | 0.8037 |
271
- | No log | 6.7692 | 440 | 0.6298 | 0.6337 | 0.6298 | 0.7936 |
272
- | No log | 6.8 | 442 | 0.6316 | 0.6511 | 0.6316 | 0.7947 |
273
- | No log | 6.8308 | 444 | 0.6038 | 0.6405 | 0.6038 | 0.7771 |
274
- | No log | 6.8615 | 446 | 0.5791 | 0.6390 | 0.5791 | 0.7610 |
275
- | No log | 6.8923 | 448 | 0.5923 | 0.5747 | 0.5923 | 0.7696 |
276
- | No log | 6.9231 | 450 | 0.6056 | 0.5542 | 0.6056 | 0.7782 |
277
- | No log | 6.9538 | 452 | 0.6165 | 0.5316 | 0.6165 | 0.7852 |
278
- | No log | 6.9846 | 454 | 0.6101 | 0.5555 | 0.6101 | 0.7811 |
279
- | No log | 7.0154 | 456 | 0.6041 | 0.5926 | 0.6041 | 0.7772 |
280
- | No log | 7.0462 | 458 | 0.5754 | 0.6578 | 0.5754 | 0.7586 |
281
- | No log | 7.0769 | 460 | 0.5503 | 0.6543 | 0.5503 | 0.7418 |
282
- | No log | 7.1077 | 462 | 0.5400 | 0.6509 | 0.5400 | 0.7348 |
283
- | No log | 7.1385 | 464 | 0.5599 | 0.6726 | 0.5599 | 0.7483 |
284
- | No log | 7.1692 | 466 | 0.5800 | 0.6449 | 0.5800 | 0.7615 |
285
- | No log | 7.2 | 468 | 0.6216 | 0.6357 | 0.6216 | 0.7884 |
286
- | No log | 7.2308 | 470 | 0.5866 | 0.6214 | 0.5866 | 0.7659 |
287
- | No log | 7.2615 | 472 | 0.5581 | 0.6409 | 0.5581 | 0.7470 |
288
- | No log | 7.2923 | 474 | 0.5609 | 0.6196 | 0.5609 | 0.7490 |
289
- | No log | 7.3231 | 476 | 0.5674 | 0.6648 | 0.5674 | 0.7533 |
290
- | No log | 7.3538 | 478 | 0.5903 | 0.6771 | 0.5903 | 0.7683 |
291
- | No log | 7.3846 | 480 | 0.6075 | 0.6735 | 0.6075 | 0.7794 |
292
- | No log | 7.4154 | 482 | 0.5635 | 0.6954 | 0.5635 | 0.7507 |
293
- | No log | 7.4462 | 484 | 0.5477 | 0.6846 | 0.5477 | 0.7401 |
294
- | No log | 7.4769 | 486 | 0.5908 | 0.5940 | 0.5908 | 0.7686 |
295
- | No log | 7.5077 | 488 | 0.6050 | 0.5645 | 0.6050 | 0.7778 |
296
- | No log | 7.5385 | 490 | 0.5815 | 0.5783 | 0.5815 | 0.7625 |
297
- | No log | 7.5692 | 492 | 0.5590 | 0.6507 | 0.5590 | 0.7477 |
298
- | No log | 7.6 | 494 | 0.5672 | 0.6296 | 0.5672 | 0.7531 |
299
- | No log | 7.6308 | 496 | 0.6338 | 0.6112 | 0.6338 | 0.7961 |
300
- | No log | 7.6615 | 498 | 0.7095 | 0.6300 | 0.7095 | 0.8423 |
301
- | 0.2727 | 7.6923 | 500 | 0.7101 | 0.6178 | 0.7101 | 0.8427 |
302
- | 0.2727 | 7.7231 | 502 | 0.6558 | 0.6132 | 0.6558 | 0.8098 |
303
- | 0.2727 | 7.7538 | 504 | 0.6067 | 0.6435 | 0.6067 | 0.7789 |
304
- | 0.2727 | 7.7846 | 506 | 0.5858 | 0.7017 | 0.5858 | 0.7654 |
305
- | 0.2727 | 7.8154 | 508 | 0.5739 | 0.6195 | 0.5739 | 0.7576 |
306
- | 0.2727 | 7.8462 | 510 | 0.6115 | 0.6299 | 0.6115 | 0.7820 |
307
- | 0.2727 | 7.8769 | 512 | 0.5980 | 0.6465 | 0.5980 | 0.7733 |
308
- | 0.2727 | 7.9077 | 514 | 0.5638 | 0.6302 | 0.5638 | 0.7508 |
309
- | 0.2727 | 7.9385 | 516 | 0.5543 | 0.6748 | 0.5543 | 0.7445 |
310
- | 0.2727 | 7.9692 | 518 | 0.5817 | 0.6695 | 0.5817 | 0.7627 |
311
- | 0.2727 | 8.0 | 520 | 0.5810 | 0.6380 | 0.5810 | 0.7622 |
312
- | 0.2727 | 8.0308 | 522 | 0.5768 | 0.6380 | 0.5768 | 0.7595 |
313
- | 0.2727 | 8.0615 | 524 | 0.5842 | 0.6564 | 0.5842 | 0.7643 |
314
- | 0.2727 | 8.0923 | 526 | 0.6023 | 0.6695 | 0.6023 | 0.7761 |
315
- | 0.2727 | 8.1231 | 528 | 0.6118 | 0.6965 | 0.6118 | 0.7822 |
316
- | 0.2727 | 8.1538 | 530 | 0.5957 | 0.6900 | 0.5957 | 0.7718 |
317
- | 0.2727 | 8.1846 | 532 | 0.5856 | 0.6728 | 0.5856 | 0.7652 |
318
- | 0.2727 | 8.2154 | 534 | 0.5866 | 0.6841 | 0.5866 | 0.7659 |
319
- | 0.2727 | 8.2462 | 536 | 0.5906 | 0.6841 | 0.5906 | 0.7685 |
320
- | 0.2727 | 8.2769 | 538 | 0.5878 | 0.7019 | 0.5878 | 0.7667 |
321
- | 0.2727 | 8.3077 | 540 | 0.5773 | 0.6537 | 0.5773 | 0.7598 |
322
- | 0.2727 | 8.3385 | 542 | 0.5885 | 0.6461 | 0.5885 | 0.7672 |
323
- | 0.2727 | 8.3692 | 544 | 0.5885 | 0.6292 | 0.5885 | 0.7671 |
324
- | 0.2727 | 8.4 | 546 | 0.5725 | 0.6507 | 0.5725 | 0.7566 |
325
- | 0.2727 | 8.4308 | 548 | 0.5792 | 0.5996 | 0.5792 | 0.7611 |
326
- | 0.2727 | 8.4615 | 550 | 0.6381 | 0.7124 | 0.6381 | 0.7988 |
327
- | 0.2727 | 8.4923 | 552 | 0.6692 | 0.6738 | 0.6692 | 0.8180 |
328
- | 0.2727 | 8.5231 | 554 | 0.6339 | 0.6799 | 0.6339 | 0.7962 |
329
- | 0.2727 | 8.5538 | 556 | 0.5885 | 0.6276 | 0.5885 | 0.7672 |
330
- | 0.2727 | 8.5846 | 558 | 0.5936 | 0.5644 | 0.5936 | 0.7704 |
331
- | 0.2727 | 8.6154 | 560 | 0.6015 | 0.5656 | 0.6015 | 0.7756 |
332
- | 0.2727 | 8.6462 | 562 | 0.5982 | 0.5631 | 0.5982 | 0.7735 |
333
- | 0.2727 | 8.6769 | 564 | 0.6165 | 0.6276 | 0.6165 | 0.7852 |
334
- | 0.2727 | 8.7077 | 566 | 0.6416 | 0.6464 | 0.6416 | 0.8010 |
335
- | 0.2727 | 8.7385 | 568 | 0.6309 | 0.6677 | 0.6309 | 0.7943 |
336
- | 0.2727 | 8.7692 | 570 | 0.6175 | 0.6728 | 0.6175 | 0.7858 |
337
- | 0.2727 | 8.8 | 572 | 0.6110 | 0.6605 | 0.6110 | 0.7816 |
338
- | 0.2727 | 8.8308 | 574 | 0.5915 | 0.6320 | 0.5915 | 0.7691 |
339
- | 0.2727 | 8.8615 | 576 | 0.5850 | 0.6296 | 0.5850 | 0.7648 |
340
- | 0.2727 | 8.8923 | 578 | 0.5902 | 0.5631 | 0.5902 | 0.7682 |
341
- | 0.2727 | 8.9231 | 580 | 0.5990 | 0.5989 | 0.5990 | 0.7740 |
342
- | 0.2727 | 8.9538 | 582 | 0.6039 | 0.5631 | 0.6039 | 0.7771 |
343
- | 0.2727 | 8.9846 | 584 | 0.6078 | 0.6084 | 0.6078 | 0.7796 |
344
- | 0.2727 | 9.0154 | 586 | 0.6131 | 0.6325 | 0.6131 | 0.7830 |
345
- | 0.2727 | 9.0462 | 588 | 0.6262 | 0.6473 | 0.6262 | 0.7913 |
346
- | 0.2727 | 9.0769 | 590 | 0.6292 | 0.6291 | 0.6292 | 0.7932 |
347
- | 0.2727 | 9.1077 | 592 | 0.6215 | 0.6082 | 0.6215 | 0.7884 |
348
- | 0.2727 | 9.1385 | 594 | 0.6386 | 0.5602 | 0.6386 | 0.7991 |
349
- | 0.2727 | 9.1692 | 596 | 0.6450 | 0.5787 | 0.6450 | 0.8031 |
350
- | 0.2727 | 9.2 | 598 | 0.6436 | 0.6311 | 0.6436 | 0.8023 |
351
- | 0.2727 | 9.2308 | 600 | 0.6420 | 0.5989 | 0.6420 | 0.8013 |
352
- | 0.2727 | 9.2615 | 602 | 0.6510 | 0.4935 | 0.6510 | 0.8068 |
353
- | 0.2727 | 9.2923 | 604 | 0.6436 | 0.5644 | 0.6436 | 0.8023 |
354
- | 0.2727 | 9.3231 | 606 | 0.6350 | 0.6272 | 0.6350 | 0.7969 |
355
- | 0.2727 | 9.3538 | 608 | 0.6292 | 0.6239 | 0.6292 | 0.7932 |
356
- | 0.2727 | 9.3846 | 610 | 0.6140 | 0.6239 | 0.6140 | 0.7836 |
357
- | 0.2727 | 9.4154 | 612 | 0.6068 | 0.6272 | 0.6068 | 0.7790 |
358
- | 0.2727 | 9.4462 | 614 | 0.6142 | 0.6065 | 0.6142 | 0.7837 |
359
- | 0.2727 | 9.4769 | 616 | 0.6570 | 0.6092 | 0.6570 | 0.8106 |
360
- | 0.2727 | 9.5077 | 618 | 0.7137 | 0.5572 | 0.7137 | 0.8448 |
361
- | 0.2727 | 9.5385 | 620 | 0.7880 | 0.5800 | 0.7880 | 0.8877 |
362
- | 0.2727 | 9.5692 | 622 | 0.7956 | 0.6078 | 0.7956 | 0.8920 |
363
 
364
 
365
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_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_k14_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: 0.6650
19
+ - Qwk: 0.5747
20
+ - Mse: 0.6650
21
+ - Rmse: 0.8155
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0286 | 2 | 3.7800 | -0.0134 | 3.7800 | 1.9442 |
53
+ | No log | 0.0571 | 4 | 1.7482 | 0.0057 | 1.7482 | 1.3222 |
54
+ | No log | 0.0857 | 6 | 1.0656 | 0.1805 | 1.0656 | 1.0323 |
55
+ | No log | 0.1143 | 8 | 0.9972 | 0.3175 | 0.9972 | 0.9986 |
56
+ | No log | 0.1429 | 10 | 0.9967 | 0.2262 | 0.9967 | 0.9984 |
57
+ | No log | 0.1714 | 12 | 0.9876 | 0.2135 | 0.9876 | 0.9938 |
58
+ | No log | 0.2 | 14 | 1.0738 | 0.1398 | 1.0738 | 1.0362 |
59
+ | No log | 0.2286 | 16 | 1.1049 | 0.1603 | 1.1049 | 1.0512 |
60
+ | No log | 0.2571 | 18 | 1.0389 | 0.2187 | 1.0389 | 1.0193 |
61
+ | No log | 0.2857 | 20 | 1.1291 | 0.2359 | 1.1291 | 1.0626 |
62
+ | No log | 0.3143 | 22 | 1.0807 | 0.2179 | 1.0807 | 1.0396 |
63
+ | No log | 0.3429 | 24 | 0.9911 | 0.3465 | 0.9911 | 0.9956 |
64
+ | No log | 0.3714 | 26 | 0.9648 | 0.3992 | 0.9648 | 0.9823 |
65
+ | No log | 0.4 | 28 | 0.9086 | 0.4244 | 0.9086 | 0.9532 |
66
+ | No log | 0.4286 | 30 | 0.9257 | 0.4119 | 0.9257 | 0.9621 |
67
+ | No log | 0.4571 | 32 | 1.0159 | 0.1927 | 1.0159 | 1.0079 |
68
+ | No log | 0.4857 | 34 | 1.1140 | 0.1160 | 1.1140 | 1.0555 |
69
+ | No log | 0.5143 | 36 | 1.0959 | 0.1341 | 1.0959 | 1.0469 |
70
+ | No log | 0.5429 | 38 | 0.8307 | 0.4388 | 0.8307 | 0.9114 |
71
+ | No log | 0.5714 | 40 | 0.9219 | 0.5370 | 0.9219 | 0.9602 |
72
+ | No log | 0.6 | 42 | 1.0032 | 0.3961 | 1.0032 | 1.0016 |
73
+ | No log | 0.6286 | 44 | 0.7787 | 0.5288 | 0.7787 | 0.8824 |
74
+ | No log | 0.6571 | 46 | 0.7717 | 0.4619 | 0.7717 | 0.8785 |
75
+ | No log | 0.6857 | 48 | 0.7687 | 0.4854 | 0.7687 | 0.8767 |
76
+ | No log | 0.7143 | 50 | 0.7228 | 0.5820 | 0.7228 | 0.8502 |
77
+ | No log | 0.7429 | 52 | 0.7533 | 0.5512 | 0.7533 | 0.8679 |
78
+ | No log | 0.7714 | 54 | 0.7560 | 0.5909 | 0.7560 | 0.8695 |
79
+ | No log | 0.8 | 56 | 0.7525 | 0.5773 | 0.7525 | 0.8675 |
80
+ | No log | 0.8286 | 58 | 0.7874 | 0.5356 | 0.7874 | 0.8874 |
81
+ | No log | 0.8571 | 60 | 0.9508 | 0.4783 | 0.9508 | 0.9751 |
82
+ | No log | 0.8857 | 62 | 0.8717 | 0.4721 | 0.8717 | 0.9336 |
83
+ | No log | 0.9143 | 64 | 0.8068 | 0.5228 | 0.8068 | 0.8982 |
84
+ | No log | 0.9429 | 66 | 0.8236 | 0.5632 | 0.8236 | 0.9075 |
85
+ | No log | 0.9714 | 68 | 0.8947 | 0.4850 | 0.8947 | 0.9459 |
86
+ | No log | 1.0 | 70 | 0.9081 | 0.4856 | 0.9081 | 0.9529 |
87
+ | No log | 1.0286 | 72 | 0.8781 | 0.5069 | 0.8781 | 0.9371 |
88
+ | No log | 1.0571 | 74 | 0.8775 | 0.4086 | 0.8775 | 0.9368 |
89
+ | No log | 1.0857 | 76 | 0.8177 | 0.5887 | 0.8177 | 0.9043 |
90
+ | No log | 1.1143 | 78 | 0.7977 | 0.5923 | 0.7977 | 0.8931 |
91
+ | No log | 1.1429 | 80 | 0.8253 | 0.5386 | 0.8253 | 0.9084 |
92
+ | No log | 1.1714 | 82 | 0.7594 | 0.5334 | 0.7594 | 0.8714 |
93
+ | No log | 1.2 | 84 | 0.8524 | 0.4917 | 0.8524 | 0.9233 |
94
+ | No log | 1.2286 | 86 | 0.8990 | 0.4503 | 0.8990 | 0.9482 |
95
+ | No log | 1.2571 | 88 | 0.7760 | 0.6003 | 0.7760 | 0.8809 |
96
+ | No log | 1.2857 | 90 | 0.7139 | 0.5843 | 0.7139 | 0.8449 |
97
+ | No log | 1.3143 | 92 | 0.7276 | 0.5982 | 0.7276 | 0.8530 |
98
+ | No log | 1.3429 | 94 | 0.7007 | 0.5830 | 0.7007 | 0.8371 |
99
+ | No log | 1.3714 | 96 | 0.6705 | 0.6464 | 0.6705 | 0.8189 |
100
+ | No log | 1.4 | 98 | 0.6709 | 0.6147 | 0.6709 | 0.8191 |
101
+ | No log | 1.4286 | 100 | 0.6746 | 0.6001 | 0.6746 | 0.8213 |
102
+ | No log | 1.4571 | 102 | 0.6940 | 0.5934 | 0.6940 | 0.8331 |
103
+ | No log | 1.4857 | 104 | 0.6992 | 0.5934 | 0.6992 | 0.8362 |
104
+ | No log | 1.5143 | 106 | 0.6790 | 0.6147 | 0.6790 | 0.8240 |
105
+ | No log | 1.5429 | 108 | 0.6651 | 0.6482 | 0.6651 | 0.8155 |
106
+ | No log | 1.5714 | 110 | 0.6556 | 0.5626 | 0.6556 | 0.8097 |
107
+ | No log | 1.6 | 112 | 0.7183 | 0.5794 | 0.7183 | 0.8475 |
108
+ | No log | 1.6286 | 114 | 0.6633 | 0.5876 | 0.6633 | 0.8144 |
109
+ | No log | 1.6571 | 116 | 0.6036 | 0.6389 | 0.6036 | 0.7769 |
110
+ | No log | 1.6857 | 118 | 0.6186 | 0.6869 | 0.6186 | 0.7865 |
111
+ | No log | 1.7143 | 120 | 0.6036 | 0.6272 | 0.6036 | 0.7769 |
112
+ | No log | 1.7429 | 122 | 0.6141 | 0.6164 | 0.6141 | 0.7836 |
113
+ | No log | 1.7714 | 124 | 0.6274 | 0.5966 | 0.6274 | 0.7921 |
114
+ | No log | 1.8 | 126 | 0.6270 | 0.5972 | 0.6270 | 0.7918 |
115
+ | No log | 1.8286 | 128 | 0.6540 | 0.6265 | 0.6540 | 0.8087 |
116
+ | No log | 1.8571 | 130 | 0.7180 | 0.5927 | 0.7180 | 0.8473 |
117
+ | No log | 1.8857 | 132 | 0.6471 | 0.6510 | 0.6471 | 0.8044 |
118
+ | No log | 1.9143 | 134 | 0.6289 | 0.5966 | 0.6289 | 0.7930 |
119
+ | No log | 1.9429 | 136 | 0.6496 | 0.6049 | 0.6496 | 0.8060 |
120
+ | No log | 1.9714 | 138 | 0.6430 | 0.6239 | 0.6430 | 0.8019 |
121
+ | No log | 2.0 | 140 | 0.6860 | 0.6055 | 0.6860 | 0.8283 |
122
+ | No log | 2.0286 | 142 | 0.6830 | 0.5902 | 0.6830 | 0.8265 |
123
+ | No log | 2.0571 | 144 | 0.6852 | 0.5902 | 0.6852 | 0.8278 |
124
+ | No log | 2.0857 | 146 | 0.7131 | 0.5632 | 0.7131 | 0.8445 |
125
+ | No log | 2.1143 | 148 | 0.7791 | 0.5569 | 0.7791 | 0.8827 |
126
+ | No log | 2.1429 | 150 | 0.8075 | 0.5086 | 0.8075 | 0.8986 |
127
+ | No log | 2.1714 | 152 | 0.7960 | 0.4907 | 0.7960 | 0.8922 |
128
+ | No log | 2.2 | 154 | 0.7925 | 0.5261 | 0.7925 | 0.8902 |
129
+ | No log | 2.2286 | 156 | 0.7699 | 0.5343 | 0.7699 | 0.8774 |
130
+ | No log | 2.2571 | 158 | 0.7391 | 0.5135 | 0.7391 | 0.8597 |
131
+ | No log | 2.2857 | 160 | 0.7440 | 0.5287 | 0.7440 | 0.8625 |
132
+ | No log | 2.3143 | 162 | 0.7303 | 0.5557 | 0.7303 | 0.8546 |
133
+ | No log | 2.3429 | 164 | 0.7979 | 0.6118 | 0.7979 | 0.8933 |
134
+ | No log | 2.3714 | 166 | 0.8619 | 0.4923 | 0.8619 | 0.9284 |
135
+ | No log | 2.4 | 168 | 0.7768 | 0.5657 | 0.7768 | 0.8813 |
136
+ | No log | 2.4286 | 170 | 0.7745 | 0.4955 | 0.7745 | 0.8800 |
137
+ | No log | 2.4571 | 172 | 0.8667 | 0.4671 | 0.8667 | 0.9309 |
138
+ | No log | 2.4857 | 174 | 0.8495 | 0.5005 | 0.8495 | 0.9217 |
139
+ | No log | 2.5143 | 176 | 0.7740 | 0.4804 | 0.7740 | 0.8798 |
140
+ | No log | 2.5429 | 178 | 0.7713 | 0.5690 | 0.7713 | 0.8782 |
141
+ | No log | 2.5714 | 180 | 0.8125 | 0.4982 | 0.8125 | 0.9014 |
142
+ | No log | 2.6 | 182 | 0.9238 | 0.4369 | 0.9238 | 0.9611 |
143
+ | No log | 2.6286 | 184 | 1.0326 | 0.3848 | 1.0326 | 1.0162 |
144
+ | No log | 2.6571 | 186 | 1.0058 | 0.4216 | 1.0058 | 1.0029 |
145
+ | No log | 2.6857 | 188 | 0.8601 | 0.4455 | 0.8601 | 0.9274 |
146
+ | No log | 2.7143 | 190 | 0.8093 | 0.5331 | 0.8093 | 0.8996 |
147
+ | No log | 2.7429 | 192 | 0.7986 | 0.5835 | 0.7986 | 0.8936 |
148
+ | No log | 2.7714 | 194 | 0.8127 | 0.5810 | 0.8127 | 0.9015 |
149
+ | No log | 2.8 | 196 | 0.8679 | 0.5165 | 0.8679 | 0.9316 |
150
+ | No log | 2.8286 | 198 | 0.8459 | 0.5666 | 0.8459 | 0.9197 |
151
+ | No log | 2.8571 | 200 | 0.8109 | 0.6003 | 0.8109 | 0.9005 |
152
+ | No log | 2.8857 | 202 | 0.7732 | 0.5822 | 0.7732 | 0.8793 |
153
+ | No log | 2.9143 | 204 | 0.7761 | 0.4594 | 0.7761 | 0.8809 |
154
+ | No log | 2.9429 | 206 | 0.7980 | 0.4889 | 0.7980 | 0.8933 |
155
+ | No log | 2.9714 | 208 | 0.8082 | 0.5311 | 0.8082 | 0.8990 |
156
+ | No log | 3.0 | 210 | 0.7699 | 0.5716 | 0.7699 | 0.8774 |
157
+ | No log | 3.0286 | 212 | 0.7746 | 0.6102 | 0.7746 | 0.8801 |
158
+ | No log | 3.0571 | 214 | 0.7938 | 0.5413 | 0.7938 | 0.8910 |
159
+ | No log | 3.0857 | 216 | 0.7804 | 0.5098 | 0.7804 | 0.8834 |
160
+ | No log | 3.1143 | 218 | 0.7567 | 0.5746 | 0.7567 | 0.8699 |
161
+ | No log | 3.1429 | 220 | 0.7706 | 0.5771 | 0.7706 | 0.8778 |
162
+ | No log | 3.1714 | 222 | 0.7864 | 0.5516 | 0.7864 | 0.8868 |
163
+ | No log | 3.2 | 224 | 0.8651 | 0.5054 | 0.8651 | 0.9301 |
164
+ | No log | 3.2286 | 226 | 0.9532 | 0.4826 | 0.9532 | 0.9763 |
165
+ | No log | 3.2571 | 228 | 0.9154 | 0.4521 | 0.9154 | 0.9568 |
166
+ | No log | 3.2857 | 230 | 0.8679 | 0.5136 | 0.8679 | 0.9316 |
167
+ | No log | 3.3143 | 232 | 0.8405 | 0.5381 | 0.8405 | 0.9168 |
168
+ | No log | 3.3429 | 234 | 0.8243 | 0.5487 | 0.8243 | 0.9079 |
169
+ | No log | 3.3714 | 236 | 0.8255 | 0.5016 | 0.8255 | 0.9086 |
170
+ | No log | 3.4 | 238 | 0.8076 | 0.5552 | 0.8076 | 0.8987 |
171
+ | No log | 3.4286 | 240 | 0.7914 | 0.4869 | 0.7914 | 0.8896 |
172
+ | No log | 3.4571 | 242 | 0.7536 | 0.5886 | 0.7536 | 0.8681 |
173
+ | No log | 3.4857 | 244 | 0.7651 | 0.5428 | 0.7651 | 0.8747 |
174
+ | No log | 3.5143 | 246 | 0.7583 | 0.5428 | 0.7583 | 0.8708 |
175
+ | No log | 3.5429 | 248 | 0.7395 | 0.5902 | 0.7395 | 0.8599 |
176
+ | No log | 3.5714 | 250 | 0.7839 | 0.5072 | 0.7839 | 0.8854 |
177
+ | No log | 3.6 | 252 | 0.7765 | 0.5072 | 0.7765 | 0.8812 |
178
+ | No log | 3.6286 | 254 | 0.7477 | 0.5932 | 0.7477 | 0.8647 |
179
+ | No log | 3.6571 | 256 | 0.7389 | 0.5183 | 0.7389 | 0.8596 |
180
+ | No log | 3.6857 | 258 | 0.7414 | 0.5183 | 0.7414 | 0.8611 |
181
+ | No log | 3.7143 | 260 | 0.7626 | 0.5810 | 0.7626 | 0.8733 |
182
+ | No log | 3.7429 | 262 | 0.8679 | 0.4588 | 0.8679 | 0.9316 |
183
+ | No log | 3.7714 | 264 | 0.9001 | 0.4696 | 0.9001 | 0.9487 |
184
+ | No log | 3.8 | 266 | 0.8480 | 0.4824 | 0.8480 | 0.9209 |
185
+ | No log | 3.8286 | 268 | 0.8520 | 0.4824 | 0.8520 | 0.9230 |
186
+ | No log | 3.8571 | 270 | 0.8396 | 0.5093 | 0.8396 | 0.9163 |
187
+ | No log | 3.8857 | 272 | 0.8636 | 0.4974 | 0.8636 | 0.9293 |
188
+ | No log | 3.9143 | 274 | 0.8511 | 0.4217 | 0.8511 | 0.9226 |
189
+ | No log | 3.9429 | 276 | 0.8283 | 0.5366 | 0.8283 | 0.9101 |
190
+ | No log | 3.9714 | 278 | 0.7976 | 0.5928 | 0.7976 | 0.8931 |
191
+ | No log | 4.0 | 280 | 0.7710 | 0.5331 | 0.7710 | 0.8781 |
192
+ | No log | 4.0286 | 282 | 0.7540 | 0.5552 | 0.7540 | 0.8683 |
193
+ | No log | 4.0571 | 284 | 0.7327 | 0.5909 | 0.7327 | 0.8560 |
194
+ | No log | 4.0857 | 286 | 0.6891 | 0.6073 | 0.6891 | 0.8301 |
195
+ | No log | 4.1143 | 288 | 0.6809 | 0.6322 | 0.6809 | 0.8252 |
196
+ | No log | 4.1429 | 290 | 0.6955 | 0.5747 | 0.6955 | 0.8339 |
197
+ | No log | 4.1714 | 292 | 0.7159 | 0.5822 | 0.7159 | 0.8461 |
198
+ | No log | 4.2 | 294 | 0.7690 | 0.5404 | 0.7690 | 0.8769 |
199
+ | No log | 4.2286 | 296 | 0.7549 | 0.5969 | 0.7549 | 0.8688 |
200
+ | No log | 4.2571 | 298 | 0.7417 | 0.5640 | 0.7417 | 0.8612 |
201
+ | No log | 4.2857 | 300 | 0.7323 | 0.5640 | 0.7323 | 0.8557 |
202
+ | No log | 4.3143 | 302 | 0.7309 | 0.4878 | 0.7309 | 0.8550 |
203
+ | No log | 4.3429 | 304 | 0.7532 | 0.4216 | 0.7532 | 0.8679 |
204
+ | No log | 4.3714 | 306 | 0.8179 | 0.4946 | 0.8179 | 0.9044 |
205
+ | No log | 4.4 | 308 | 0.8687 | 0.4815 | 0.8687 | 0.9320 |
206
+ | No log | 4.4286 | 310 | 0.8400 | 0.4952 | 0.8400 | 0.9165 |
207
+ | No log | 4.4571 | 312 | 0.8127 | 0.4450 | 0.8127 | 0.9015 |
208
+ | No log | 4.4857 | 314 | 0.7630 | 0.4873 | 0.7630 | 0.8735 |
209
+ | No log | 4.5143 | 316 | 0.7147 | 0.5835 | 0.7147 | 0.8454 |
210
+ | No log | 4.5429 | 318 | 0.7040 | 0.6209 | 0.7040 | 0.8391 |
211
+ | No log | 4.5714 | 320 | 0.7126 | 0.6198 | 0.7126 | 0.8441 |
212
+ | No log | 4.6 | 322 | 0.7440 | 0.5637 | 0.7440 | 0.8625 |
213
+ | No log | 4.6286 | 324 | 0.8185 | 0.5455 | 0.8185 | 0.9047 |
214
+ | No log | 4.6571 | 326 | 0.9218 | 0.5306 | 0.9218 | 0.9601 |
215
+ | No log | 4.6857 | 328 | 0.8823 | 0.4799 | 0.8823 | 0.9393 |
216
+ | No log | 4.7143 | 330 | 0.7771 | 0.5433 | 0.7771 | 0.8815 |
217
+ | No log | 4.7429 | 332 | 0.7291 | 0.5142 | 0.7291 | 0.8539 |
218
+ | No log | 4.7714 | 334 | 0.7416 | 0.5063 | 0.7416 | 0.8612 |
219
+ | No log | 4.8 | 336 | 0.7366 | 0.5063 | 0.7366 | 0.8583 |
220
+ | No log | 4.8286 | 338 | 0.7077 | 0.5419 | 0.7077 | 0.8412 |
221
+ | No log | 4.8571 | 340 | 0.7025 | 0.6054 | 0.7025 | 0.8381 |
222
+ | No log | 4.8857 | 342 | 0.7325 | 0.5666 | 0.7325 | 0.8559 |
223
+ | No log | 4.9143 | 344 | 0.7987 | 0.5998 | 0.7987 | 0.8937 |
224
+ | No log | 4.9429 | 346 | 0.7804 | 0.5810 | 0.7804 | 0.8834 |
225
+ | No log | 4.9714 | 348 | 0.7495 | 0.5993 | 0.7495 | 0.8657 |
226
+ | No log | 5.0 | 350 | 0.7150 | 0.6076 | 0.7150 | 0.8456 |
227
+ | No log | 5.0286 | 352 | 0.6928 | 0.6227 | 0.6928 | 0.8323 |
228
+ | No log | 5.0571 | 354 | 0.6788 | 0.6339 | 0.6788 | 0.8239 |
229
+ | No log | 5.0857 | 356 | 0.6709 | 0.6035 | 0.6709 | 0.8191 |
230
+ | No log | 5.1143 | 358 | 0.6948 | 0.5678 | 0.6948 | 0.8335 |
231
+ | No log | 5.1429 | 360 | 0.7318 | 0.6429 | 0.7318 | 0.8554 |
232
+ | No log | 5.1714 | 362 | 0.7057 | 0.6118 | 0.7057 | 0.8400 |
233
+ | No log | 5.2 | 364 | 0.6550 | 0.6341 | 0.6550 | 0.8093 |
234
+ | No log | 5.2286 | 366 | 0.6563 | 0.6306 | 0.6563 | 0.8101 |
235
+ | No log | 5.2571 | 368 | 0.6721 | 0.6374 | 0.6721 | 0.8198 |
236
+ | No log | 5.2857 | 370 | 0.6871 | 0.6057 | 0.6871 | 0.8289 |
237
+ | No log | 5.3143 | 372 | 0.7344 | 0.5763 | 0.7344 | 0.8570 |
238
+ | No log | 5.3429 | 374 | 0.7791 | 0.5292 | 0.7791 | 0.8827 |
239
+ | No log | 5.3714 | 376 | 0.7886 | 0.5319 | 0.7886 | 0.8880 |
240
+ | No log | 5.4 | 378 | 0.7515 | 0.5446 | 0.7515 | 0.8669 |
241
+ | No log | 5.4286 | 380 | 0.7060 | 0.6165 | 0.7060 | 0.8402 |
242
+ | No log | 5.4571 | 382 | 0.7113 | 0.5524 | 0.7113 | 0.8434 |
243
+ | No log | 5.4857 | 384 | 0.7378 | 0.5513 | 0.7378 | 0.8590 |
244
+ | No log | 5.5143 | 386 | 0.7131 | 0.5784 | 0.7131 | 0.8445 |
245
+ | No log | 5.5429 | 388 | 0.7015 | 0.6537 | 0.7015 | 0.8376 |
246
+ | No log | 5.5714 | 390 | 0.7300 | 0.5637 | 0.7300 | 0.8544 |
247
+ | No log | 5.6 | 392 | 0.7215 | 0.5810 | 0.7215 | 0.8494 |
248
+ | No log | 5.6286 | 394 | 0.7249 | 0.5375 | 0.7249 | 0.8514 |
249
+ | No log | 5.6571 | 396 | 0.7375 | 0.4277 | 0.7375 | 0.8588 |
250
+ | No log | 5.6857 | 398 | 0.7231 | 0.5042 | 0.7231 | 0.8503 |
251
+ | No log | 5.7143 | 400 | 0.7188 | 0.5168 | 0.7188 | 0.8478 |
252
+ | No log | 5.7429 | 402 | 0.7323 | 0.5425 | 0.7323 | 0.8557 |
253
+ | No log | 5.7714 | 404 | 0.7293 | 0.5868 | 0.7293 | 0.8540 |
254
+ | No log | 5.8 | 406 | 0.7384 | 0.5774 | 0.7384 | 0.8593 |
255
+ | No log | 5.8286 | 408 | 0.7848 | 0.5067 | 0.7848 | 0.8859 |
256
+ | No log | 5.8571 | 410 | 0.8166 | 0.4840 | 0.8166 | 0.9037 |
257
+ | No log | 5.8857 | 412 | 0.7517 | 0.5528 | 0.7517 | 0.8670 |
258
+ | No log | 5.9143 | 414 | 0.7021 | 0.5631 | 0.7021 | 0.8379 |
259
+ | No log | 5.9429 | 416 | 0.6922 | 0.5644 | 0.6922 | 0.8320 |
260
+ | No log | 5.9714 | 418 | 0.7196 | 0.5467 | 0.7196 | 0.8483 |
261
+ | No log | 6.0 | 420 | 0.7413 | 0.5346 | 0.7413 | 0.8610 |
262
+ | No log | 6.0286 | 422 | 0.7526 | 0.5442 | 0.7526 | 0.8675 |
263
+ | No log | 6.0571 | 424 | 0.7370 | 0.5434 | 0.7370 | 0.8585 |
264
+ | No log | 6.0857 | 426 | 0.7270 | 0.5570 | 0.7270 | 0.8526 |
265
+ | No log | 6.1143 | 428 | 0.7201 | 0.5590 | 0.7201 | 0.8486 |
266
+ | No log | 6.1429 | 430 | 0.7173 | 0.5822 | 0.7173 | 0.8469 |
267
+ | No log | 6.1714 | 432 | 0.7133 | 0.6154 | 0.7133 | 0.8445 |
268
+ | No log | 6.2 | 434 | 0.7136 | 0.6154 | 0.7136 | 0.8447 |
269
+ | No log | 6.2286 | 436 | 0.7168 | 0.5678 | 0.7168 | 0.8466 |
270
+ | No log | 6.2571 | 438 | 0.7213 | 0.5763 | 0.7213 | 0.8493 |
271
+ | No log | 6.2857 | 440 | 0.7356 | 0.5752 | 0.7356 | 0.8577 |
272
+ | No log | 6.3143 | 442 | 0.7613 | 0.5752 | 0.7613 | 0.8726 |
273
+ | No log | 6.3429 | 444 | 0.7843 | 0.6138 | 0.7843 | 0.8856 |
274
+ | No log | 6.3714 | 446 | 0.7950 | 0.6237 | 0.7950 | 0.8916 |
275
+ | No log | 6.4 | 448 | 0.7882 | 0.5891 | 0.7882 | 0.8878 |
276
+ | No log | 6.4286 | 450 | 0.7861 | 0.5917 | 0.7861 | 0.8866 |
277
+ | No log | 6.4571 | 452 | 0.8134 | 0.4974 | 0.8134 | 0.9019 |
278
+ | No log | 6.4857 | 454 | 0.8308 | 0.5062 | 0.8308 | 0.9115 |
279
+ | No log | 6.5143 | 456 | 0.8070 | 0.5534 | 0.8070 | 0.8983 |
280
+ | No log | 6.5429 | 458 | 0.8026 | 0.5487 | 0.8026 | 0.8959 |
281
+ | No log | 6.5714 | 460 | 0.7544 | 0.5067 | 0.7544 | 0.8686 |
282
+ | No log | 6.6 | 462 | 0.6942 | 0.5657 | 0.6941 | 0.8332 |
283
+ | No log | 6.6286 | 464 | 0.6786 | 0.5735 | 0.6786 | 0.8238 |
284
+ | No log | 6.6571 | 466 | 0.6744 | 0.5626 | 0.6744 | 0.8212 |
285
+ | No log | 6.6857 | 468 | 0.6755 | 0.5626 | 0.6755 | 0.8219 |
286
+ | No log | 6.7143 | 470 | 0.6795 | 0.6018 | 0.6795 | 0.8243 |
287
+ | No log | 6.7429 | 472 | 0.6951 | 0.6007 | 0.6951 | 0.8337 |
288
+ | No log | 6.7714 | 474 | 0.7233 | 0.5510 | 0.7233 | 0.8505 |
289
+ | No log | 6.8 | 476 | 0.7372 | 0.5395 | 0.7372 | 0.8586 |
290
+ | No log | 6.8286 | 478 | 0.7422 | 0.5498 | 0.7422 | 0.8615 |
291
+ | No log | 6.8571 | 480 | 0.7018 | 0.5093 | 0.7018 | 0.8378 |
292
+ | No log | 6.8857 | 482 | 0.6736 | 0.5509 | 0.6736 | 0.8207 |
293
+ | No log | 6.9143 | 484 | 0.6594 | 0.5771 | 0.6594 | 0.8120 |
294
+ | No log | 6.9429 | 486 | 0.6443 | 0.5771 | 0.6443 | 0.8027 |
295
+ | No log | 6.9714 | 488 | 0.6319 | 0.6096 | 0.6319 | 0.7949 |
296
+ | No log | 7.0 | 490 | 0.6344 | 0.6256 | 0.6344 | 0.7965 |
297
+ | No log | 7.0286 | 492 | 0.6359 | 0.5959 | 0.6359 | 0.7974 |
298
+ | No log | 7.0571 | 494 | 0.6326 | 0.6154 | 0.6326 | 0.7954 |
299
+ | No log | 7.0857 | 496 | 0.6251 | 0.5882 | 0.6251 | 0.7906 |
300
+ | No log | 7.1143 | 498 | 0.6248 | 0.5759 | 0.6248 | 0.7904 |
301
+ | 0.261 | 7.1429 | 500 | 0.6726 | 0.6133 | 0.6726 | 0.8201 |
302
+ | 0.261 | 7.1714 | 502 | 0.7365 | 0.5981 | 0.7365 | 0.8582 |
303
+ | 0.261 | 7.2 | 504 | 0.7312 | 0.6082 | 0.7312 | 0.8551 |
304
+ | 0.261 | 7.2286 | 506 | 0.6831 | 0.5710 | 0.6831 | 0.8265 |
305
+ | 0.261 | 7.2571 | 508 | 0.6727 | 0.6096 | 0.6727 | 0.8202 |
306
+ | 0.261 | 7.2857 | 510 | 0.6608 | 0.6175 | 0.6608 | 0.8129 |
307
+ | 0.261 | 7.3143 | 512 | 0.6624 | 0.6113 | 0.6624 | 0.8139 |
308
+ | 0.261 | 7.3429 | 514 | 0.6921 | 0.6035 | 0.6921 | 0.8319 |
309
+ | 0.261 | 7.3714 | 516 | 0.6786 | 0.5869 | 0.6786 | 0.8238 |
310
+ | 0.261 | 7.4 | 518 | 0.6604 | 0.6096 | 0.6604 | 0.8127 |
311
+ | 0.261 | 7.4286 | 520 | 0.6650 | 0.5747 | 0.6650 | 0.8155 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions