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ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k17_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k17_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6216
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- - Qwk: 0.4473
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- - Mse: 0.6216
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- - Rmse: 0.7884
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  ## Model description
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@@ -49,321 +49,271 @@ 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 | 0.0227 | 2 | 4.1099 | -0.0156 | 4.1099 | 2.0273 |
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- | No log | 0.0455 | 4 | 2.2908 | 0.0624 | 2.2908 | 1.5135 |
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- | No log | 0.0682 | 6 | 1.2693 | 0.0258 | 1.2693 | 1.1266 |
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- | No log | 0.0909 | 8 | 1.0996 | -0.0865 | 1.0996 | 1.0486 |
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- | No log | 0.1136 | 10 | 0.8345 | 0.2010 | 0.8345 | 0.9135 |
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- | No log | 0.1364 | 12 | 0.8154 | 0.1624 | 0.8154 | 0.9030 |
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- | No log | 0.1591 | 14 | 0.8399 | 0.1744 | 0.8399 | 0.9164 |
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- | No log | 0.1818 | 16 | 0.8794 | 0.1994 | 0.8794 | 0.9378 |
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- | No log | 0.2045 | 18 | 1.0899 | 0.0906 | 1.0899 | 1.0440 |
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- | No log | 0.2273 | 20 | 1.3842 | -0.0568 | 1.3842 | 1.1765 |
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- | No log | 0.25 | 22 | 1.3723 | 0.0152 | 1.3723 | 1.1715 |
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- | No log | 0.2727 | 24 | 1.5472 | 0.0756 | 1.5472 | 1.2439 |
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- | No log | 0.2955 | 26 | 1.5717 | 0.0323 | 1.5717 | 1.2537 |
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- | No log | 0.3182 | 28 | 1.3298 | -0.0290 | 1.3298 | 1.1532 |
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- | No log | 0.3409 | 30 | 1.0326 | 0.0574 | 1.0326 | 1.0162 |
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- | No log | 0.3636 | 32 | 0.9026 | 0.1496 | 0.9026 | 0.9500 |
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- | No log | 0.3864 | 34 | 0.8495 | 0.2239 | 0.8495 | 0.9217 |
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- | No log | 0.4091 | 36 | 0.9157 | 0.1867 | 0.9157 | 0.9569 |
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- | No log | 0.4318 | 38 | 0.9796 | 0.2049 | 0.9796 | 0.9897 |
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- | No log | 0.4545 | 40 | 1.1976 | 0.1888 | 1.1976 | 1.0943 |
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- | No log | 0.4773 | 42 | 1.1977 | 0.2031 | 1.1977 | 1.0944 |
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- | No log | 0.5 | 44 | 1.1920 | 0.1449 | 1.1920 | 1.0918 |
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- | No log | 0.5227 | 46 | 1.0787 | 0.1547 | 1.0787 | 1.0386 |
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- | No log | 0.5455 | 48 | 1.0565 | 0.0904 | 1.0565 | 1.0279 |
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- | No log | 0.5682 | 50 | 0.9601 | 0.1748 | 0.9601 | 0.9798 |
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- | No log | 0.5909 | 52 | 0.9102 | 0.2748 | 0.9102 | 0.9541 |
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- | No log | 0.6136 | 54 | 0.9617 | 0.2325 | 0.9617 | 0.9806 |
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- | No log | 0.6364 | 56 | 1.1189 | 0.2104 | 1.1189 | 1.0578 |
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- | No log | 0.6591 | 58 | 1.1292 | 0.1752 | 1.1292 | 1.0627 |
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- | No log | 0.6818 | 60 | 1.1897 | 0.0957 | 1.1897 | 1.0907 |
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- | No log | 0.7045 | 62 | 1.2487 | 0.1669 | 1.2487 | 1.1174 |
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- | No log | 0.7273 | 64 | 1.0565 | 0.1367 | 1.0565 | 1.0279 |
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- | No log | 0.75 | 66 | 0.9177 | 0.2267 | 0.9177 | 0.9579 |
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- | No log | 0.7727 | 68 | 0.9339 | 0.2267 | 0.9339 | 0.9664 |
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- | No log | 0.7955 | 70 | 0.9933 | 0.2169 | 0.9933 | 0.9966 |
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- | No log | 0.8182 | 72 | 1.0842 | 0.1652 | 1.0842 | 1.0412 |
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- | No log | 0.8409 | 74 | 1.0223 | 0.1928 | 1.0223 | 1.0111 |
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- | No log | 0.8636 | 76 | 1.0365 | 0.1872 | 1.0365 | 1.0181 |
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- | No log | 0.8864 | 78 | 1.1340 | 0.1805 | 1.1340 | 1.0649 |
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- | No log | 0.9091 | 80 | 1.0687 | 0.1805 | 1.0687 | 1.0338 |
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- | No log | 0.9318 | 82 | 0.8867 | 0.2571 | 0.8867 | 0.9417 |
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- | No log | 0.9545 | 84 | 0.7166 | 0.3409 | 0.7166 | 0.8465 |
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- | No log | 0.9773 | 86 | 0.6814 | 0.4413 | 0.6814 | 0.8254 |
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- | No log | 1.0 | 88 | 0.6562 | 0.4523 | 0.6562 | 0.8101 |
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- | No log | 1.0227 | 90 | 0.6544 | 0.4402 | 0.6544 | 0.8090 |
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- | No log | 1.0455 | 92 | 0.6549 | 0.4298 | 0.6549 | 0.8092 |
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- | No log | 1.0682 | 94 | 0.6617 | 0.4465 | 0.6617 | 0.8134 |
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- | No log | 1.0909 | 96 | 0.7562 | 0.4125 | 0.7562 | 0.8696 |
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- | No log | 1.1136 | 98 | 0.8636 | 0.3595 | 0.8636 | 0.9293 |
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- | No log | 1.1364 | 100 | 0.8333 | 0.3570 | 0.8333 | 0.9129 |
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- | No log | 1.1591 | 102 | 0.7301 | 0.4488 | 0.7301 | 0.8545 |
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- | No log | 1.1818 | 104 | 0.6612 | 0.4588 | 0.6612 | 0.8131 |
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- | No log | 1.2045 | 106 | 0.6500 | 0.4618 | 0.6500 | 0.8062 |
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- | No log | 1.2273 | 108 | 0.6944 | 0.3940 | 0.6944 | 0.8333 |
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- | No log | 1.25 | 110 | 0.6808 | 0.4496 | 0.6808 | 0.8251 |
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- | No log | 1.2727 | 112 | 0.6634 | 0.4389 | 0.6634 | 0.8145 |
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- | No log | 1.2955 | 114 | 0.6472 | 0.4614 | 0.6472 | 0.8045 |
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- | No log | 1.3182 | 116 | 0.6588 | 0.4396 | 0.6588 | 0.8117 |
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- | No log | 1.3409 | 118 | 0.6621 | 0.4482 | 0.6621 | 0.8137 |
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- | No log | 1.3636 | 120 | 0.6750 | 0.4827 | 0.6750 | 0.8216 |
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- | No log | 1.3864 | 122 | 0.6975 | 0.4072 | 0.6975 | 0.8352 |
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- | No log | 1.4091 | 124 | 0.6982 | 0.4856 | 0.6982 | 0.8356 |
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- | No log | 1.4318 | 126 | 0.7534 | 0.4575 | 0.7534 | 0.8680 |
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- | No log | 1.4545 | 128 | 1.0781 | 0.3302 | 1.0781 | 1.0383 |
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- | No log | 1.4773 | 130 | 0.9862 | 0.3447 | 0.9862 | 0.9931 |
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- | No log | 1.5 | 132 | 0.6761 | 0.48 | 0.6761 | 0.8223 |
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- | No log | 1.5227 | 134 | 0.6454 | 0.4151 | 0.6454 | 0.8034 |
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- | No log | 1.5455 | 136 | 0.6692 | 0.4261 | 0.6692 | 0.8180 |
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- | No log | 1.5682 | 138 | 0.6318 | 0.3661 | 0.6318 | 0.7949 |
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- | No log | 1.5909 | 140 | 0.8353 | 0.3908 | 0.8353 | 0.9140 |
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- | No log | 1.6136 | 142 | 1.0756 | 0.2009 | 1.0756 | 1.0371 |
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- | No log | 1.6364 | 144 | 0.8907 | 0.3191 | 0.8907 | 0.9438 |
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- | No log | 1.6591 | 146 | 0.6391 | 0.4784 | 0.6391 | 0.7994 |
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- | No log | 1.6818 | 148 | 0.6220 | 0.4102 | 0.6220 | 0.7887 |
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- | No log | 1.7045 | 150 | 0.6233 | 0.4284 | 0.6233 | 0.7895 |
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- | No log | 1.7273 | 152 | 0.7015 | 0.5507 | 0.7015 | 0.8376 |
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- | No log | 1.75 | 154 | 0.8576 | 0.4136 | 0.8576 | 0.9260 |
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- | No log | 1.7727 | 156 | 0.7904 | 0.4821 | 0.7904 | 0.8891 |
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- | No log | 1.7955 | 158 | 0.7411 | 0.4902 | 0.7411 | 0.8609 |
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- | No log | 1.8182 | 160 | 0.6802 | 0.4532 | 0.6802 | 0.8248 |
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- | No log | 1.8409 | 162 | 0.6132 | 0.4506 | 0.6132 | 0.7831 |
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- | No log | 1.8636 | 164 | 0.6203 | 0.4372 | 0.6203 | 0.7876 |
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- | No log | 1.8864 | 166 | 0.6264 | 0.4635 | 0.6264 | 0.7914 |
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- | No log | 1.9091 | 168 | 0.7215 | 0.4097 | 0.7215 | 0.8494 |
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- | No log | 1.9318 | 170 | 0.7232 | 0.4210 | 0.7232 | 0.8504 |
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- | No log | 1.9545 | 172 | 0.6766 | 0.4873 | 0.6766 | 0.8226 |
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- | No log | 1.9773 | 174 | 0.7119 | 0.5016 | 0.7119 | 0.8437 |
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- | No log | 2.0 | 176 | 0.8294 | 0.4151 | 0.8294 | 0.9107 |
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- | No log | 2.0227 | 178 | 0.9000 | 0.4199 | 0.9000 | 0.9487 |
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- | No log | 2.0455 | 180 | 0.9700 | 0.3984 | 0.9700 | 0.9849 |
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- | No log | 2.0682 | 182 | 0.8547 | 0.3862 | 0.8547 | 0.9245 |
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- | No log | 2.0909 | 184 | 0.7254 | 0.4838 | 0.7254 | 0.8517 |
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- | No log | 2.1136 | 186 | 0.6819 | 0.4387 | 0.6819 | 0.8258 |
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- | No log | 2.1364 | 188 | 0.6777 | 0.4476 | 0.6777 | 0.8232 |
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- | No log | 2.1591 | 190 | 0.6811 | 0.4970 | 0.6811 | 0.8253 |
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- | No log | 2.1818 | 192 | 0.7233 | 0.4467 | 0.7233 | 0.8505 |
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- | No log | 2.2045 | 194 | 0.7651 | 0.4584 | 0.7651 | 0.8747 |
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- | No log | 2.2273 | 196 | 0.6909 | 0.4964 | 0.6909 | 0.8312 |
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- | No log | 2.25 | 198 | 0.6619 | 0.4456 | 0.6619 | 0.8136 |
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- | No log | 2.2727 | 200 | 0.6885 | 0.4337 | 0.6885 | 0.8298 |
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- | No log | 2.2955 | 202 | 0.6699 | 0.4403 | 0.6699 | 0.8185 |
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- | No log | 2.3182 | 204 | 0.7049 | 0.4729 | 0.7049 | 0.8396 |
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- | No log | 2.3409 | 206 | 0.8128 | 0.4883 | 0.8128 | 0.9015 |
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- | No log | 2.3636 | 208 | 0.8613 | 0.4552 | 0.8613 | 0.9281 |
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- | No log | 2.3864 | 210 | 0.7691 | 0.4709 | 0.7691 | 0.8770 |
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- | No log | 2.4091 | 212 | 0.6917 | 0.5145 | 0.6917 | 0.8317 |
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- | No log | 2.4318 | 214 | 0.6983 | 0.4881 | 0.6983 | 0.8356 |
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- | No log | 2.4545 | 216 | 0.7654 | 0.4848 | 0.7654 | 0.8748 |
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- | No log | 2.4773 | 218 | 0.7111 | 0.4758 | 0.7111 | 0.8432 |
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- | No log | 2.5 | 220 | 0.6531 | 0.5053 | 0.6531 | 0.8081 |
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- | No log | 2.5227 | 222 | 0.6413 | 0.4714 | 0.6413 | 0.8008 |
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- | No log | 2.5455 | 224 | 0.6437 | 0.4851 | 0.6437 | 0.8023 |
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- | No log | 2.5682 | 226 | 0.6444 | 0.4490 | 0.6444 | 0.8027 |
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- | No log | 2.5909 | 228 | 0.6822 | 0.4722 | 0.6822 | 0.8259 |
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- | No log | 2.6136 | 230 | 0.7484 | 0.4467 | 0.7484 | 0.8651 |
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- | No log | 2.6364 | 232 | 0.7224 | 0.4744 | 0.7224 | 0.8499 |
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- | No log | 2.6591 | 234 | 0.6703 | 0.4895 | 0.6703 | 0.8187 |
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- | No log | 2.6818 | 236 | 0.6716 | 0.4608 | 0.6716 | 0.8195 |
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- | No log | 2.7045 | 238 | 0.6863 | 0.4228 | 0.6863 | 0.8284 |
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- | No log | 2.7273 | 240 | 0.7090 | 0.4871 | 0.7090 | 0.8420 |
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- | No log | 2.75 | 242 | 0.7463 | 0.4566 | 0.7463 | 0.8639 |
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- | No log | 2.7727 | 244 | 0.7124 | 0.4092 | 0.7124 | 0.8441 |
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- | No log | 2.7955 | 246 | 0.7213 | 0.4640 | 0.7213 | 0.8493 |
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- | No log | 2.8182 | 248 | 0.7497 | 0.4701 | 0.7497 | 0.8659 |
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- | No log | 2.8409 | 250 | 0.6819 | 0.4488 | 0.6819 | 0.8258 |
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- | No log | 2.8636 | 252 | 0.6575 | 0.4915 | 0.6575 | 0.8108 |
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- | No log | 2.8864 | 254 | 0.6840 | 0.4256 | 0.6840 | 0.8271 |
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- | No log | 2.9091 | 256 | 0.6749 | 0.4404 | 0.6749 | 0.8215 |
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- | No log | 2.9318 | 258 | 0.6717 | 0.5094 | 0.6717 | 0.8196 |
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- | No log | 2.9545 | 260 | 0.6992 | 0.4584 | 0.6992 | 0.8362 |
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- | No log | 2.9773 | 262 | 0.6968 | 0.4672 | 0.6968 | 0.8347 |
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- | No log | 3.0 | 264 | 0.7322 | 0.4705 | 0.7322 | 0.8557 |
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- | No log | 3.0227 | 266 | 0.6922 | 0.5066 | 0.6922 | 0.8320 |
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- | No log | 3.0455 | 268 | 0.6578 | 0.4930 | 0.6578 | 0.8110 |
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- | No log | 3.0682 | 270 | 0.6723 | 0.4548 | 0.6723 | 0.8199 |
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- | No log | 3.0909 | 272 | 0.6949 | 0.4233 | 0.6949 | 0.8336 |
188
- | No log | 3.1136 | 274 | 0.6477 | 0.4813 | 0.6477 | 0.8048 |
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- | No log | 3.1364 | 276 | 0.6615 | 0.5041 | 0.6615 | 0.8133 |
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- | No log | 3.1591 | 278 | 0.6933 | 0.5109 | 0.6933 | 0.8327 |
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- | No log | 3.1818 | 280 | 0.6746 | 0.4884 | 0.6746 | 0.8214 |
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- | No log | 3.2045 | 282 | 0.6926 | 0.5223 | 0.6926 | 0.8322 |
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- | No log | 3.2273 | 284 | 0.7483 | 0.5112 | 0.7483 | 0.8651 |
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- | No log | 3.25 | 286 | 0.7441 | 0.5009 | 0.7441 | 0.8626 |
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- | No log | 3.2727 | 288 | 0.6650 | 0.5017 | 0.6650 | 0.8155 |
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- | No log | 3.2955 | 290 | 0.6669 | 0.3999 | 0.6669 | 0.8166 |
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- | No log | 3.3182 | 292 | 0.6960 | 0.4484 | 0.6960 | 0.8343 |
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- | No log | 3.3409 | 294 | 0.8392 | 0.5019 | 0.8392 | 0.9161 |
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- | No log | 3.3636 | 296 | 0.8603 | 0.4950 | 0.8603 | 0.9275 |
200
- | No log | 3.3864 | 298 | 0.7032 | 0.4862 | 0.7032 | 0.8386 |
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- | No log | 3.4091 | 300 | 0.6496 | 0.4490 | 0.6496 | 0.8060 |
202
- | No log | 3.4318 | 302 | 0.6590 | 0.4762 | 0.6590 | 0.8118 |
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- | No log | 3.4545 | 304 | 0.7671 | 0.4546 | 0.7671 | 0.8759 |
204
- | No log | 3.4773 | 306 | 0.7460 | 0.4673 | 0.7460 | 0.8637 |
205
- | No log | 3.5 | 308 | 0.6498 | 0.4586 | 0.6498 | 0.8061 |
206
- | No log | 3.5227 | 310 | 0.6290 | 0.4260 | 0.6290 | 0.7931 |
207
- | No log | 3.5455 | 312 | 0.6519 | 0.4024 | 0.6519 | 0.8074 |
208
- | No log | 3.5682 | 314 | 0.6548 | 0.4289 | 0.6548 | 0.8092 |
209
- | No log | 3.5909 | 316 | 0.6627 | 0.4578 | 0.6627 | 0.8140 |
210
- | No log | 3.6136 | 318 | 0.6822 | 0.4648 | 0.6822 | 0.8260 |
211
- | No log | 3.6364 | 320 | 0.7080 | 0.4549 | 0.7080 | 0.8415 |
212
- | No log | 3.6591 | 322 | 0.7123 | 0.4649 | 0.7123 | 0.8440 |
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- | No log | 3.6818 | 324 | 0.7332 | 0.4347 | 0.7332 | 0.8563 |
214
- | No log | 3.7045 | 326 | 0.7917 | 0.4308 | 0.7917 | 0.8898 |
215
- | No log | 3.7273 | 328 | 0.7630 | 0.4033 | 0.7630 | 0.8735 |
216
- | No log | 3.75 | 330 | 0.7321 | 0.4 | 0.7321 | 0.8556 |
217
- | No log | 3.7727 | 332 | 0.7887 | 0.4180 | 0.7887 | 0.8881 |
218
- | No log | 3.7955 | 334 | 0.8181 | 0.3937 | 0.8181 | 0.9045 |
219
- | No log | 3.8182 | 336 | 0.7745 | 0.4180 | 0.7745 | 0.8800 |
220
- | No log | 3.8409 | 338 | 0.7049 | 0.4443 | 0.7049 | 0.8396 |
221
- | No log | 3.8636 | 340 | 0.7031 | 0.4306 | 0.7031 | 0.8385 |
222
- | No log | 3.8864 | 342 | 0.6960 | 0.4071 | 0.6960 | 0.8342 |
223
- | No log | 3.9091 | 344 | 0.7023 | 0.3894 | 0.7023 | 0.8380 |
224
- | No log | 3.9318 | 346 | 0.6835 | 0.4041 | 0.6835 | 0.8268 |
225
- | No log | 3.9545 | 348 | 0.6914 | 0.3920 | 0.6914 | 0.8315 |
226
- | No log | 3.9773 | 350 | 0.7011 | 0.3954 | 0.7011 | 0.8373 |
227
- | No log | 4.0 | 352 | 0.7412 | 0.4004 | 0.7412 | 0.8609 |
228
- | No log | 4.0227 | 354 | 0.7582 | 0.4296 | 0.7582 | 0.8707 |
229
- | No log | 4.0455 | 356 | 0.6931 | 0.4304 | 0.6931 | 0.8325 |
230
- | No log | 4.0682 | 358 | 0.6891 | 0.4472 | 0.6891 | 0.8301 |
231
- | No log | 4.0909 | 360 | 0.7184 | 0.4385 | 0.7184 | 0.8476 |
232
- | No log | 4.1136 | 362 | 0.6909 | 0.4094 | 0.6909 | 0.8312 |
233
- | No log | 4.1364 | 364 | 0.6648 | 0.3852 | 0.6648 | 0.8153 |
234
- | No log | 4.1591 | 366 | 0.6788 | 0.4066 | 0.6788 | 0.8239 |
235
- | No log | 4.1818 | 368 | 0.7118 | 0.4253 | 0.7118 | 0.8437 |
236
- | No log | 4.2045 | 370 | 0.8165 | 0.4142 | 0.8165 | 0.9036 |
237
- | No log | 4.2273 | 372 | 0.7992 | 0.4410 | 0.7992 | 0.8940 |
238
- | No log | 4.25 | 374 | 0.7454 | 0.4354 | 0.7454 | 0.8634 |
239
- | No log | 4.2727 | 376 | 0.7081 | 0.4248 | 0.7081 | 0.8415 |
240
- | No log | 4.2955 | 378 | 0.6704 | 0.4430 | 0.6704 | 0.8188 |
241
- | No log | 4.3182 | 380 | 0.6615 | 0.4430 | 0.6615 | 0.8133 |
242
- | No log | 4.3409 | 382 | 0.6623 | 0.4165 | 0.6623 | 0.8138 |
243
- | No log | 4.3636 | 384 | 0.6580 | 0.4610 | 0.6580 | 0.8112 |
244
- | No log | 4.3864 | 386 | 0.6574 | 0.4610 | 0.6574 | 0.8108 |
245
- | No log | 4.4091 | 388 | 0.6630 | 0.4513 | 0.6630 | 0.8142 |
246
- | No log | 4.4318 | 390 | 0.6745 | 0.3740 | 0.6745 | 0.8213 |
247
- | No log | 4.4545 | 392 | 0.7388 | 0.4238 | 0.7388 | 0.8595 |
248
- | No log | 4.4773 | 394 | 0.7531 | 0.4062 | 0.7531 | 0.8678 |
249
- | No log | 4.5 | 396 | 0.7151 | 0.3776 | 0.7151 | 0.8456 |
250
- | No log | 4.5227 | 398 | 0.7306 | 0.4633 | 0.7306 | 0.8547 |
251
- | No log | 4.5455 | 400 | 0.7953 | 0.4595 | 0.7953 | 0.8918 |
252
- | No log | 4.5682 | 402 | 0.7517 | 0.4500 | 0.7517 | 0.8670 |
253
- | No log | 4.5909 | 404 | 0.6715 | 0.4652 | 0.6715 | 0.8195 |
254
- | No log | 4.6136 | 406 | 0.6722 | 0.4144 | 0.6722 | 0.8199 |
255
- | No log | 4.6364 | 408 | 0.6873 | 0.4175 | 0.6873 | 0.8290 |
256
- | No log | 4.6591 | 410 | 0.6485 | 0.4414 | 0.6485 | 0.8053 |
257
- | No log | 4.6818 | 412 | 0.6671 | 0.4439 | 0.6671 | 0.8168 |
258
- | No log | 4.7045 | 414 | 0.6982 | 0.4009 | 0.6982 | 0.8356 |
259
- | No log | 4.7273 | 416 | 0.6752 | 0.3564 | 0.6752 | 0.8217 |
260
- | No log | 4.75 | 418 | 0.7144 | 0.4409 | 0.7144 | 0.8452 |
261
- | No log | 4.7727 | 420 | 0.7788 | 0.4761 | 0.7788 | 0.8825 |
262
- | No log | 4.7955 | 422 | 0.7315 | 0.4893 | 0.7315 | 0.8553 |
263
- | No log | 4.8182 | 424 | 0.6960 | 0.5116 | 0.6960 | 0.8343 |
264
- | No log | 4.8409 | 426 | 0.6478 | 0.5175 | 0.6478 | 0.8049 |
265
- | No log | 4.8636 | 428 | 0.6307 | 0.4552 | 0.6307 | 0.7942 |
266
- | No log | 4.8864 | 430 | 0.6356 | 0.4552 | 0.6356 | 0.7972 |
267
- | No log | 4.9091 | 432 | 0.6558 | 0.5104 | 0.6558 | 0.8098 |
268
- | No log | 4.9318 | 434 | 0.6563 | 0.4512 | 0.6563 | 0.8101 |
269
- | No log | 4.9545 | 436 | 0.6508 | 0.4605 | 0.6508 | 0.8067 |
270
- | No log | 4.9773 | 438 | 0.6669 | 0.4489 | 0.6669 | 0.8166 |
271
- | No log | 5.0 | 440 | 0.7254 | 0.5010 | 0.7254 | 0.8517 |
272
- | No log | 5.0227 | 442 | 0.7170 | 0.4920 | 0.7170 | 0.8468 |
273
- | No log | 5.0455 | 444 | 0.6645 | 0.4589 | 0.6645 | 0.8152 |
274
- | No log | 5.0682 | 446 | 0.6340 | 0.4069 | 0.6340 | 0.7963 |
275
- | No log | 5.0909 | 448 | 0.6355 | 0.4034 | 0.6355 | 0.7972 |
276
- | No log | 5.1136 | 450 | 0.6422 | 0.3816 | 0.6422 | 0.8013 |
277
- | No log | 5.1364 | 452 | 0.7194 | 0.4697 | 0.7194 | 0.8482 |
278
- | No log | 5.1591 | 454 | 0.7931 | 0.4784 | 0.7931 | 0.8906 |
279
- | No log | 5.1818 | 456 | 0.7231 | 0.4583 | 0.7231 | 0.8503 |
280
- | No log | 5.2045 | 458 | 0.6598 | 0.3633 | 0.6598 | 0.8123 |
281
- | No log | 5.2273 | 460 | 0.6538 | 0.3407 | 0.6538 | 0.8086 |
282
- | No log | 5.25 | 462 | 0.6666 | 0.3823 | 0.6666 | 0.8165 |
283
- | No log | 5.2727 | 464 | 0.6949 | 0.4055 | 0.6949 | 0.8336 |
284
- | No log | 5.2955 | 466 | 0.6988 | 0.4023 | 0.6988 | 0.8360 |
285
- | No log | 5.3182 | 468 | 0.6973 | 0.3928 | 0.6973 | 0.8351 |
286
- | No log | 5.3409 | 470 | 0.7257 | 0.4026 | 0.7257 | 0.8519 |
287
- | No log | 5.3636 | 472 | 0.7213 | 0.3810 | 0.7213 | 0.8493 |
288
- | No log | 5.3864 | 474 | 0.6966 | 0.3327 | 0.6966 | 0.8346 |
289
- | No log | 5.4091 | 476 | 0.6982 | 0.3935 | 0.6982 | 0.8356 |
290
- | No log | 5.4318 | 478 | 0.6976 | 0.4427 | 0.6976 | 0.8352 |
291
- | No log | 5.4545 | 480 | 0.6914 | 0.4557 | 0.6914 | 0.8315 |
292
- | No log | 5.4773 | 482 | 0.6623 | 0.4612 | 0.6623 | 0.8138 |
293
- | No log | 5.5 | 484 | 0.6369 | 0.3782 | 0.6369 | 0.7981 |
294
- | No log | 5.5227 | 486 | 0.6329 | 0.3758 | 0.6329 | 0.7955 |
295
- | No log | 5.5455 | 488 | 0.6511 | 0.4512 | 0.6511 | 0.8069 |
296
- | No log | 5.5682 | 490 | 0.7272 | 0.4779 | 0.7272 | 0.8528 |
297
- | No log | 5.5909 | 492 | 0.7207 | 0.4717 | 0.7207 | 0.8489 |
298
- | No log | 5.6136 | 494 | 0.6907 | 0.4940 | 0.6907 | 0.8311 |
299
- | No log | 5.6364 | 496 | 0.6384 | 0.4982 | 0.6384 | 0.7990 |
300
- | No log | 5.6591 | 498 | 0.6265 | 0.3600 | 0.6265 | 0.7915 |
301
- | 0.3618 | 5.6818 | 500 | 0.6339 | 0.4499 | 0.6339 | 0.7962 |
302
- | 0.3618 | 5.7045 | 502 | 0.6275 | 0.3691 | 0.6275 | 0.7921 |
303
- | 0.3618 | 5.7273 | 504 | 0.6202 | 0.3803 | 0.6202 | 0.7875 |
304
- | 0.3618 | 5.75 | 506 | 0.6399 | 0.4618 | 0.6399 | 0.7999 |
305
- | 0.3618 | 5.7727 | 508 | 0.6272 | 0.4598 | 0.6272 | 0.7920 |
306
- | 0.3618 | 5.7955 | 510 | 0.6046 | 0.4311 | 0.6046 | 0.7776 |
307
- | 0.3618 | 5.8182 | 512 | 0.6047 | 0.3685 | 0.6047 | 0.7776 |
308
- | 0.3618 | 5.8409 | 514 | 0.6051 | 0.3934 | 0.6051 | 0.7779 |
309
- | 0.3618 | 5.8636 | 516 | 0.6723 | 0.4926 | 0.6723 | 0.8199 |
310
- | 0.3618 | 5.8864 | 518 | 0.7544 | 0.5022 | 0.7544 | 0.8686 |
311
- | 0.3618 | 5.9091 | 520 | 0.7264 | 0.4467 | 0.7264 | 0.8523 |
312
- | 0.3618 | 5.9318 | 522 | 0.7133 | 0.4169 | 0.7133 | 0.8446 |
313
- | 0.3618 | 5.9545 | 524 | 0.7436 | 0.4554 | 0.7436 | 0.8623 |
314
- | 0.3618 | 5.9773 | 526 | 0.7340 | 0.3909 | 0.7340 | 0.8567 |
315
- | 0.3618 | 6.0 | 528 | 0.7557 | 0.4029 | 0.7557 | 0.8693 |
316
- | 0.3618 | 6.0227 | 530 | 0.8114 | 0.4301 | 0.8114 | 0.9008 |
317
- | 0.3618 | 6.0455 | 532 | 0.7770 | 0.4721 | 0.7770 | 0.8815 |
318
- | 0.3618 | 6.0682 | 534 | 0.7087 | 0.4586 | 0.7087 | 0.8419 |
319
- | 0.3618 | 6.0909 | 536 | 0.6736 | 0.4255 | 0.6736 | 0.8207 |
320
- | 0.3618 | 6.1136 | 538 | 0.6666 | 0.4250 | 0.6666 | 0.8164 |
321
- | 0.3618 | 6.1364 | 540 | 0.7008 | 0.4733 | 0.7008 | 0.8371 |
322
- | 0.3618 | 6.1591 | 542 | 0.7102 | 0.5017 | 0.7102 | 0.8427 |
323
- | 0.3618 | 6.1818 | 544 | 0.7393 | 0.4970 | 0.7393 | 0.8598 |
324
- | 0.3618 | 6.2045 | 546 | 0.7602 | 0.4639 | 0.7602 | 0.8719 |
325
- | 0.3618 | 6.2273 | 548 | 0.7329 | 0.4697 | 0.7329 | 0.8561 |
326
- | 0.3618 | 6.25 | 550 | 0.7079 | 0.4929 | 0.7079 | 0.8414 |
327
- | 0.3618 | 6.2727 | 552 | 0.6993 | 0.4481 | 0.6993 | 0.8362 |
328
- | 0.3618 | 6.2955 | 554 | 0.7050 | 0.4266 | 0.7050 | 0.8396 |
329
- | 0.3618 | 6.3182 | 556 | 0.7176 | 0.4350 | 0.7176 | 0.8471 |
330
- | 0.3618 | 6.3409 | 558 | 0.7902 | 0.4339 | 0.7902 | 0.8890 |
331
- | 0.3618 | 6.3636 | 560 | 0.7959 | 0.4516 | 0.7959 | 0.8921 |
332
- | 0.3618 | 6.3864 | 562 | 0.6976 | 0.4053 | 0.6976 | 0.8352 |
333
- | 0.3618 | 6.4091 | 564 | 0.6501 | 0.4139 | 0.6501 | 0.8063 |
334
- | 0.3618 | 6.4318 | 566 | 0.6532 | 0.4284 | 0.6532 | 0.8082 |
335
- | 0.3618 | 6.4545 | 568 | 0.6911 | 0.4650 | 0.6911 | 0.8313 |
336
- | 0.3618 | 6.4773 | 570 | 0.7375 | 0.4380 | 0.7375 | 0.8588 |
337
- | 0.3618 | 6.5 | 572 | 0.7097 | 0.4285 | 0.7097 | 0.8424 |
338
- | 0.3618 | 6.5227 | 574 | 0.6629 | 0.4562 | 0.6629 | 0.8142 |
339
- | 0.3618 | 6.5455 | 576 | 0.6801 | 0.4462 | 0.6801 | 0.8247 |
340
- | 0.3618 | 6.5682 | 578 | 0.6980 | 0.4553 | 0.6980 | 0.8355 |
341
- | 0.3618 | 6.5909 | 580 | 0.7465 | 0.5169 | 0.7465 | 0.8640 |
342
- | 0.3618 | 6.6136 | 582 | 0.7345 | 0.5027 | 0.7345 | 0.8570 |
343
- | 0.3618 | 6.6364 | 584 | 0.7065 | 0.5015 | 0.7065 | 0.8405 |
344
- | 0.3618 | 6.6591 | 586 | 0.6669 | 0.4940 | 0.6669 | 0.8167 |
345
- | 0.3618 | 6.6818 | 588 | 0.6539 | 0.4864 | 0.6539 | 0.8086 |
346
- | 0.3618 | 6.7045 | 590 | 0.6542 | 0.4437 | 0.6542 | 0.8088 |
347
- | 0.3618 | 6.7273 | 592 | 0.6299 | 0.4756 | 0.6299 | 0.7937 |
348
- | 0.3618 | 6.75 | 594 | 0.6388 | 0.4459 | 0.6388 | 0.7992 |
349
- | 0.3618 | 6.7727 | 596 | 0.6488 | 0.4428 | 0.6488 | 0.8055 |
350
- | 0.3618 | 6.7955 | 598 | 0.6340 | 0.4644 | 0.6340 | 0.7962 |
351
- | 0.3618 | 6.8182 | 600 | 0.6274 | 0.4564 | 0.6274 | 0.7921 |
352
- | 0.3618 | 6.8409 | 602 | 0.6242 | 0.4473 | 0.6242 | 0.7901 |
353
- | 0.3618 | 6.8636 | 604 | 0.6225 | 0.4446 | 0.6225 | 0.7890 |
354
- | 0.3618 | 6.8864 | 606 | 0.6256 | 0.4607 | 0.6256 | 0.7909 |
355
- | 0.3618 | 6.9091 | 608 | 0.6334 | 0.4498 | 0.6334 | 0.7959 |
356
- | 0.3618 | 6.9318 | 610 | 0.6374 | 0.4644 | 0.6374 | 0.7984 |
357
- | 0.3618 | 6.9545 | 612 | 0.6589 | 0.4483 | 0.6589 | 0.8117 |
358
- | 0.3618 | 6.9773 | 614 | 0.6576 | 0.4452 | 0.6576 | 0.8109 |
359
- | 0.3618 | 7.0 | 616 | 0.6338 | 0.4432 | 0.6338 | 0.7961 |
360
- | 0.3618 | 7.0227 | 618 | 0.6434 | 0.4583 | 0.6434 | 0.8021 |
361
- | 0.3618 | 7.0455 | 620 | 0.6411 | 0.4592 | 0.6411 | 0.8007 |
362
- | 0.3618 | 7.0682 | 622 | 0.6224 | 0.4204 | 0.6224 | 0.7889 |
363
- | 0.3618 | 7.0909 | 624 | 0.6330 | 0.3887 | 0.6330 | 0.7956 |
364
- | 0.3618 | 7.1136 | 626 | 0.6367 | 0.3848 | 0.6367 | 0.7980 |
365
- | 0.3618 | 7.1364 | 628 | 0.6243 | 0.4267 | 0.6243 | 0.7901 |
366
- | 0.3618 | 7.1591 | 630 | 0.6216 | 0.4473 | 0.6216 | 0.7884 |
367
 
368
 
369
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5999
19
+ - Qwk: 0.4729
20
+ - Mse: 0.5999
21
+ - Rmse: 0.7745
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0217 | 2 | 4.4755 | -0.0182 | 4.4755 | 2.1155 |
53
+ | No log | 0.0435 | 4 | 2.5785 | -0.0311 | 2.5785 | 1.6058 |
54
+ | No log | 0.0652 | 6 | 1.5327 | 0.0107 | 1.5327 | 1.2380 |
55
+ | No log | 0.0870 | 8 | 0.9215 | 0.0112 | 0.9215 | 0.9600 |
56
+ | No log | 0.1087 | 10 | 0.7554 | 0.1989 | 0.7554 | 0.8692 |
57
+ | No log | 0.1304 | 12 | 0.7954 | 0.1761 | 0.7954 | 0.8918 |
58
+ | No log | 0.1522 | 14 | 0.7669 | 0.2863 | 0.7669 | 0.8758 |
59
+ | No log | 0.1739 | 16 | 0.7581 | 0.2950 | 0.7581 | 0.8707 |
60
+ | No log | 0.1957 | 18 | 0.9114 | 0.3127 | 0.9114 | 0.9547 |
61
+ | No log | 0.2174 | 20 | 1.5961 | 0.1776 | 1.5961 | 1.2634 |
62
+ | No log | 0.2391 | 22 | 1.4258 | 0.2409 | 1.4258 | 1.1940 |
63
+ | No log | 0.2609 | 24 | 0.9936 | 0.3063 | 0.9936 | 0.9968 |
64
+ | No log | 0.2826 | 26 | 0.8759 | 0.2610 | 0.8759 | 0.9359 |
65
+ | No log | 0.3043 | 28 | 0.9690 | 0.248 | 0.9690 | 0.9844 |
66
+ | No log | 0.3261 | 30 | 0.9485 | 0.2807 | 0.9485 | 0.9739 |
67
+ | No log | 0.3478 | 32 | 0.9661 | 0.2807 | 0.9661 | 0.9829 |
68
+ | No log | 0.3696 | 34 | 0.7324 | 0.4511 | 0.7324 | 0.8558 |
69
+ | No log | 0.3913 | 36 | 0.7103 | 0.4749 | 0.7103 | 0.8428 |
70
+ | No log | 0.4130 | 38 | 1.0714 | 0.2719 | 1.0714 | 1.0351 |
71
+ | No log | 0.4348 | 40 | 1.3635 | 0.2395 | 1.3635 | 1.1677 |
72
+ | No log | 0.4565 | 42 | 1.2104 | 0.3335 | 1.2104 | 1.1002 |
73
+ | No log | 0.4783 | 44 | 0.8032 | 0.5201 | 0.8032 | 0.8962 |
74
+ | No log | 0.5 | 46 | 0.6329 | 0.4895 | 0.6329 | 0.7955 |
75
+ | No log | 0.5217 | 48 | 0.7703 | 0.3785 | 0.7703 | 0.8777 |
76
+ | No log | 0.5435 | 50 | 0.8004 | 0.3348 | 0.8004 | 0.8947 |
77
+ | No log | 0.5652 | 52 | 0.8132 | 0.4617 | 0.8132 | 0.9017 |
78
+ | No log | 0.5870 | 54 | 1.0158 | 0.4151 | 1.0158 | 1.0079 |
79
+ | No log | 0.6087 | 56 | 1.0812 | 0.3787 | 1.0812 | 1.0398 |
80
+ | No log | 0.6304 | 58 | 0.9299 | 0.4668 | 0.9299 | 0.9643 |
81
+ | No log | 0.6522 | 60 | 0.6429 | 0.4905 | 0.6429 | 0.8018 |
82
+ | No log | 0.6739 | 62 | 0.5667 | 0.4573 | 0.5667 | 0.7528 |
83
+ | No log | 0.6957 | 64 | 0.5821 | 0.5065 | 0.5821 | 0.7629 |
84
+ | No log | 0.7174 | 66 | 0.5890 | 0.5496 | 0.5890 | 0.7675 |
85
+ | No log | 0.7391 | 68 | 0.5501 | 0.5222 | 0.5501 | 0.7417 |
86
+ | No log | 0.7609 | 70 | 0.6946 | 0.4673 | 0.6946 | 0.8335 |
87
+ | No log | 0.7826 | 72 | 1.1268 | 0.4068 | 1.1268 | 1.0615 |
88
+ | No log | 0.8043 | 74 | 1.3513 | 0.3602 | 1.3513 | 1.1624 |
89
+ | No log | 0.8261 | 76 | 1.2013 | 0.4126 | 1.2013 | 1.0960 |
90
+ | No log | 0.8478 | 78 | 0.9217 | 0.4446 | 0.9217 | 0.9601 |
91
+ | No log | 0.8696 | 80 | 0.8619 | 0.4546 | 0.8619 | 0.9284 |
92
+ | No log | 0.8913 | 82 | 0.7562 | 0.5145 | 0.7562 | 0.8696 |
93
+ | No log | 0.9130 | 84 | 0.7483 | 0.5250 | 0.7483 | 0.8651 |
94
+ | No log | 0.9348 | 86 | 0.7401 | 0.5099 | 0.7401 | 0.8603 |
95
+ | No log | 0.9565 | 88 | 0.7755 | 0.4642 | 0.7755 | 0.8806 |
96
+ | No log | 0.9783 | 90 | 0.7854 | 0.4701 | 0.7854 | 0.8862 |
97
+ | No log | 1.0 | 92 | 0.7081 | 0.5145 | 0.7081 | 0.8415 |
98
+ | No log | 1.0217 | 94 | 0.6405 | 0.5004 | 0.6405 | 0.8003 |
99
+ | No log | 1.0435 | 96 | 0.6606 | 0.5402 | 0.6606 | 0.8128 |
100
+ | No log | 1.0652 | 98 | 0.7107 | 0.5232 | 0.7107 | 0.8431 |
101
+ | No log | 1.0870 | 100 | 0.7390 | 0.5717 | 0.7390 | 0.8596 |
102
+ | No log | 1.1087 | 102 | 0.7150 | 0.5496 | 0.7150 | 0.8456 |
103
+ | No log | 1.1304 | 104 | 0.7347 | 0.4854 | 0.7347 | 0.8571 |
104
+ | No log | 1.1522 | 106 | 0.7103 | 0.5598 | 0.7103 | 0.8428 |
105
+ | No log | 1.1739 | 108 | 0.7524 | 0.5357 | 0.7524 | 0.8674 |
106
+ | No log | 1.1957 | 110 | 0.8977 | 0.4867 | 0.8977 | 0.9475 |
107
+ | No log | 1.2174 | 112 | 0.8473 | 0.5447 | 0.8473 | 0.9205 |
108
+ | No log | 1.2391 | 114 | 0.7036 | 0.5124 | 0.7036 | 0.8388 |
109
+ | No log | 1.2609 | 116 | 0.6730 | 0.5322 | 0.6730 | 0.8204 |
110
+ | No log | 1.2826 | 118 | 0.6736 | 0.5129 | 0.6736 | 0.8207 |
111
+ | No log | 1.3043 | 120 | 0.6857 | 0.4898 | 0.6857 | 0.8280 |
112
+ | No log | 1.3261 | 122 | 0.6725 | 0.4921 | 0.6725 | 0.8200 |
113
+ | No log | 1.3478 | 124 | 0.7127 | 0.5077 | 0.7127 | 0.8442 |
114
+ | No log | 1.3696 | 126 | 0.6528 | 0.4721 | 0.6528 | 0.8079 |
115
+ | No log | 1.3913 | 128 | 0.6565 | 0.4880 | 0.6565 | 0.8102 |
116
+ | No log | 1.4130 | 130 | 0.6378 | 0.4998 | 0.6378 | 0.7986 |
117
+ | No log | 1.4348 | 132 | 0.6440 | 0.4779 | 0.6440 | 0.8025 |
118
+ | No log | 1.4565 | 134 | 0.6357 | 0.5158 | 0.6357 | 0.7973 |
119
+ | No log | 1.4783 | 136 | 0.6257 | 0.5162 | 0.6257 | 0.7910 |
120
+ | No log | 1.5 | 138 | 0.6453 | 0.4807 | 0.6453 | 0.8033 |
121
+ | No log | 1.5217 | 140 | 0.6374 | 0.4711 | 0.6374 | 0.7984 |
122
+ | No log | 1.5435 | 142 | 0.7102 | 0.5208 | 0.7102 | 0.8427 |
123
+ | No log | 1.5652 | 144 | 0.8421 | 0.5120 | 0.8421 | 0.9177 |
124
+ | No log | 1.5870 | 146 | 0.7337 | 0.5066 | 0.7337 | 0.8566 |
125
+ | No log | 1.6087 | 148 | 0.7579 | 0.5431 | 0.7579 | 0.8706 |
126
+ | No log | 1.6304 | 150 | 0.7645 | 0.5108 | 0.7645 | 0.8743 |
127
+ | No log | 1.6522 | 152 | 0.8169 | 0.5347 | 0.8169 | 0.9038 |
128
+ | No log | 1.6739 | 154 | 0.8666 | 0.5251 | 0.8666 | 0.9309 |
129
+ | No log | 1.6957 | 156 | 0.7571 | 0.5045 | 0.7571 | 0.8701 |
130
+ | No log | 1.7174 | 158 | 0.7130 | 0.5066 | 0.7130 | 0.8444 |
131
+ | No log | 1.7391 | 160 | 0.7535 | 0.5464 | 0.7535 | 0.8680 |
132
+ | No log | 1.7609 | 162 | 0.8011 | 0.5066 | 0.8011 | 0.8951 |
133
+ | No log | 1.7826 | 164 | 0.7444 | 0.5564 | 0.7444 | 0.8628 |
134
+ | No log | 1.8043 | 166 | 0.6537 | 0.5398 | 0.6537 | 0.8085 |
135
+ | No log | 1.8261 | 168 | 0.6463 | 0.4779 | 0.6463 | 0.8039 |
136
+ | No log | 1.8478 | 170 | 0.6609 | 0.5555 | 0.6609 | 0.8130 |
137
+ | No log | 1.8696 | 172 | 0.8188 | 0.4798 | 0.8188 | 0.9049 |
138
+ | No log | 1.8913 | 174 | 0.7376 | 0.4815 | 0.7376 | 0.8588 |
139
+ | No log | 1.9130 | 176 | 0.6160 | 0.5475 | 0.6160 | 0.7849 |
140
+ | No log | 1.9348 | 178 | 0.6283 | 0.5355 | 0.6283 | 0.7927 |
141
+ | No log | 1.9565 | 180 | 0.6199 | 0.4909 | 0.6199 | 0.7874 |
142
+ | No log | 1.9783 | 182 | 0.6708 | 0.5634 | 0.6708 | 0.8190 |
143
+ | No log | 2.0 | 184 | 1.0537 | 0.3513 | 1.0537 | 1.0265 |
144
+ | No log | 2.0217 | 186 | 1.3159 | 0.3190 | 1.3159 | 1.1471 |
145
+ | No log | 2.0435 | 188 | 1.1424 | 0.3017 | 1.1424 | 1.0688 |
146
+ | No log | 2.0652 | 190 | 0.7831 | 0.5185 | 0.7831 | 0.8849 |
147
+ | No log | 2.0870 | 192 | 0.6712 | 0.5076 | 0.6712 | 0.8193 |
148
+ | No log | 2.1087 | 194 | 0.6744 | 0.5248 | 0.6744 | 0.8212 |
149
+ | No log | 2.1304 | 196 | 0.7026 | 0.5563 | 0.7026 | 0.8382 |
150
+ | No log | 2.1522 | 198 | 0.7320 | 0.5479 | 0.7320 | 0.8555 |
151
+ | No log | 2.1739 | 200 | 0.6724 | 0.4919 | 0.6724 | 0.8200 |
152
+ | No log | 2.1957 | 202 | 0.6699 | 0.5289 | 0.6699 | 0.8185 |
153
+ | No log | 2.2174 | 204 | 0.7057 | 0.4478 | 0.7057 | 0.8401 |
154
+ | No log | 2.2391 | 206 | 0.6530 | 0.5306 | 0.6530 | 0.8081 |
155
+ | No log | 2.2609 | 208 | 0.6552 | 0.5028 | 0.6552 | 0.8095 |
156
+ | No log | 2.2826 | 210 | 0.6854 | 0.5179 | 0.6854 | 0.8279 |
157
+ | No log | 2.3043 | 212 | 0.6292 | 0.5048 | 0.6292 | 0.7932 |
158
+ | No log | 2.3261 | 214 | 0.6122 | 0.5378 | 0.6122 | 0.7824 |
159
+ | No log | 2.3478 | 216 | 0.5978 | 0.4948 | 0.5978 | 0.7732 |
160
+ | No log | 2.3696 | 218 | 0.5894 | 0.4576 | 0.5894 | 0.7677 |
161
+ | No log | 2.3913 | 220 | 0.5921 | 0.4408 | 0.5921 | 0.7695 |
162
+ | No log | 2.4130 | 222 | 0.6028 | 0.4726 | 0.6028 | 0.7764 |
163
+ | No log | 2.4348 | 224 | 0.6187 | 0.5258 | 0.6187 | 0.7866 |
164
+ | No log | 2.4565 | 226 | 0.6515 | 0.5408 | 0.6515 | 0.8071 |
165
+ | No log | 2.4783 | 228 | 0.6535 | 0.5353 | 0.6535 | 0.8084 |
166
+ | No log | 2.5 | 230 | 0.6408 | 0.5336 | 0.6408 | 0.8005 |
167
+ | No log | 2.5217 | 232 | 0.6459 | 0.5149 | 0.6459 | 0.8037 |
168
+ | No log | 2.5435 | 234 | 0.6606 | 0.5213 | 0.6606 | 0.8128 |
169
+ | No log | 2.5652 | 236 | 0.6701 | 0.5475 | 0.6701 | 0.8186 |
170
+ | No log | 2.5870 | 238 | 0.6759 | 0.5303 | 0.6759 | 0.8221 |
171
+ | No log | 2.6087 | 240 | 0.7164 | 0.5466 | 0.7164 | 0.8464 |
172
+ | No log | 2.6304 | 242 | 0.7211 | 0.5590 | 0.7211 | 0.8492 |
173
+ | No log | 2.6522 | 244 | 0.6597 | 0.5616 | 0.6597 | 0.8122 |
174
+ | No log | 2.6739 | 246 | 0.6412 | 0.5264 | 0.6412 | 0.8008 |
175
+ | No log | 2.6957 | 248 | 0.6380 | 0.5548 | 0.6380 | 0.7988 |
176
+ | No log | 2.7174 | 250 | 0.6565 | 0.5793 | 0.6565 | 0.8102 |
177
+ | No log | 2.7391 | 252 | 0.6687 | 0.5799 | 0.6687 | 0.8177 |
178
+ | No log | 2.7609 | 254 | 0.7328 | 0.5324 | 0.7328 | 0.8560 |
179
+ | No log | 2.7826 | 256 | 0.8840 | 0.4164 | 0.8840 | 0.9402 |
180
+ | No log | 2.8043 | 258 | 1.1472 | 0.3276 | 1.1472 | 1.0711 |
181
+ | No log | 2.8261 | 260 | 1.1223 | 0.3539 | 1.1223 | 1.0594 |
182
+ | No log | 2.8478 | 262 | 0.9535 | 0.4276 | 0.9535 | 0.9765 |
183
+ | No log | 2.8696 | 264 | 0.8000 | 0.4760 | 0.8000 | 0.8944 |
184
+ | No log | 2.8913 | 266 | 0.7087 | 0.5262 | 0.7087 | 0.8418 |
185
+ | No log | 2.9130 | 268 | 0.6779 | 0.5919 | 0.6779 | 0.8234 |
186
+ | No log | 2.9348 | 270 | 0.6172 | 0.6196 | 0.6172 | 0.7856 |
187
+ | No log | 2.9565 | 272 | 0.6113 | 0.6084 | 0.6113 | 0.7818 |
188
+ | No log | 2.9783 | 274 | 0.6249 | 0.5986 | 0.6249 | 0.7905 |
189
+ | No log | 3.0 | 276 | 0.6665 | 0.5590 | 0.6665 | 0.8164 |
190
+ | No log | 3.0217 | 278 | 0.7998 | 0.5120 | 0.7998 | 0.8943 |
191
+ | No log | 3.0435 | 280 | 0.9150 | 0.4323 | 0.9150 | 0.9566 |
192
+ | No log | 3.0652 | 282 | 0.8291 | 0.4985 | 0.8291 | 0.9105 |
193
+ | No log | 3.0870 | 284 | 0.6780 | 0.5186 | 0.6780 | 0.8234 |
194
+ | No log | 3.1087 | 286 | 0.5657 | 0.5556 | 0.5657 | 0.7521 |
195
+ | No log | 3.1304 | 288 | 0.5673 | 0.5026 | 0.5673 | 0.7532 |
196
+ | No log | 3.1522 | 290 | 0.5735 | 0.5319 | 0.5735 | 0.7573 |
197
+ | No log | 3.1739 | 292 | 0.5776 | 0.5063 | 0.5776 | 0.7600 |
198
+ | No log | 3.1957 | 294 | 0.6022 | 0.5614 | 0.6022 | 0.7760 |
199
+ | No log | 3.2174 | 296 | 0.6055 | 0.5356 | 0.6055 | 0.7781 |
200
+ | No log | 3.2391 | 298 | 0.6045 | 0.5534 | 0.6045 | 0.7775 |
201
+ | No log | 3.2609 | 300 | 0.6234 | 0.5201 | 0.6234 | 0.7896 |
202
+ | No log | 3.2826 | 302 | 0.6360 | 0.5201 | 0.6360 | 0.7975 |
203
+ | No log | 3.3043 | 304 | 0.7113 | 0.5133 | 0.7113 | 0.8434 |
204
+ | No log | 3.3261 | 306 | 0.6486 | 0.5217 | 0.6486 | 0.8053 |
205
+ | No log | 3.3478 | 308 | 0.5948 | 0.5595 | 0.5948 | 0.7712 |
206
+ | No log | 3.3696 | 310 | 0.6315 | 0.5121 | 0.6315 | 0.7947 |
207
+ | No log | 3.3913 | 312 | 0.6244 | 0.5528 | 0.6244 | 0.7902 |
208
+ | No log | 3.4130 | 314 | 0.6193 | 0.5528 | 0.6193 | 0.7870 |
209
+ | No log | 3.4348 | 316 | 0.5971 | 0.5587 | 0.5971 | 0.7727 |
210
+ | No log | 3.4565 | 318 | 0.6555 | 0.5329 | 0.6555 | 0.8096 |
211
+ | No log | 3.4783 | 320 | 0.7068 | 0.5569 | 0.7068 | 0.8407 |
212
+ | No log | 3.5 | 322 | 0.6325 | 0.5186 | 0.6325 | 0.7953 |
213
+ | No log | 3.5217 | 324 | 0.5767 | 0.4918 | 0.5767 | 0.7594 |
214
+ | No log | 3.5435 | 326 | 0.6252 | 0.5111 | 0.6252 | 0.7907 |
215
+ | No log | 3.5652 | 328 | 0.6068 | 0.5371 | 0.6068 | 0.7790 |
216
+ | No log | 3.5870 | 330 | 0.5819 | 0.5561 | 0.5819 | 0.7628 |
217
+ | No log | 3.6087 | 332 | 0.6270 | 0.5306 | 0.6270 | 0.7918 |
218
+ | No log | 3.6304 | 334 | 0.6816 | 0.5355 | 0.6816 | 0.8256 |
219
+ | No log | 3.6522 | 336 | 0.6788 | 0.5502 | 0.6788 | 0.8239 |
220
+ | No log | 3.6739 | 338 | 0.6662 | 0.5304 | 0.6662 | 0.8162 |
221
+ | No log | 3.6957 | 340 | 0.6170 | 0.5520 | 0.6170 | 0.7855 |
222
+ | No log | 3.7174 | 342 | 0.6180 | 0.5362 | 0.6180 | 0.7861 |
223
+ | No log | 3.7391 | 344 | 0.6189 | 0.5463 | 0.6189 | 0.7867 |
224
+ | No log | 3.7609 | 346 | 0.6201 | 0.5221 | 0.6201 | 0.7875 |
225
+ | No log | 3.7826 | 348 | 0.6704 | 0.5096 | 0.6704 | 0.8188 |
226
+ | No log | 3.8043 | 350 | 0.6256 | 0.5036 | 0.6256 | 0.7910 |
227
+ | No log | 3.8261 | 352 | 0.5805 | 0.4367 | 0.5805 | 0.7619 |
228
+ | No log | 3.8478 | 354 | 0.5856 | 0.4227 | 0.5856 | 0.7653 |
229
+ | No log | 3.8696 | 356 | 0.5752 | 0.4329 | 0.5752 | 0.7584 |
230
+ | No log | 3.8913 | 358 | 0.5738 | 0.4387 | 0.5738 | 0.7575 |
231
+ | No log | 3.9130 | 360 | 0.6211 | 0.5084 | 0.6211 | 0.7881 |
232
+ | No log | 3.9348 | 362 | 0.6213 | 0.5449 | 0.6213 | 0.7882 |
233
+ | No log | 3.9565 | 364 | 0.6150 | 0.5881 | 0.6150 | 0.7842 |
234
+ | No log | 3.9783 | 366 | 0.6006 | 0.5640 | 0.6006 | 0.7750 |
235
+ | No log | 4.0 | 368 | 0.5939 | 0.5290 | 0.5939 | 0.7706 |
236
+ | No log | 4.0217 | 370 | 0.5988 | 0.5723 | 0.5988 | 0.7738 |
237
+ | No log | 4.0435 | 372 | 0.6693 | 0.5009 | 0.6693 | 0.8181 |
238
+ | No log | 4.0652 | 374 | 0.8070 | 0.4601 | 0.8070 | 0.8983 |
239
+ | No log | 4.0870 | 376 | 0.8670 | 0.4438 | 0.8670 | 0.9311 |
240
+ | No log | 4.1087 | 378 | 0.7286 | 0.4644 | 0.7286 | 0.8536 |
241
+ | No log | 4.1304 | 380 | 0.5927 | 0.4810 | 0.5927 | 0.7699 |
242
+ | No log | 4.1522 | 382 | 0.5890 | 0.4772 | 0.5890 | 0.7675 |
243
+ | No log | 4.1739 | 384 | 0.6137 | 0.5021 | 0.6137 | 0.7834 |
244
+ | No log | 4.1957 | 386 | 0.5920 | 0.5403 | 0.5920 | 0.7694 |
245
+ | No log | 4.2174 | 388 | 0.6020 | 0.4882 | 0.6020 | 0.7759 |
246
+ | No log | 4.2391 | 390 | 0.7943 | 0.4940 | 0.7943 | 0.8913 |
247
+ | No log | 4.2609 | 392 | 1.0526 | 0.4151 | 1.0526 | 1.0259 |
248
+ | No log | 4.2826 | 394 | 1.0880 | 0.4066 | 1.0880 | 1.0431 |
249
+ | No log | 4.3043 | 396 | 0.9139 | 0.4664 | 0.9139 | 0.9560 |
250
+ | No log | 4.3261 | 398 | 0.7078 | 0.5172 | 0.7078 | 0.8413 |
251
+ | No log | 4.3478 | 400 | 0.6309 | 0.5363 | 0.6309 | 0.7943 |
252
+ | No log | 4.3696 | 402 | 0.6044 | 0.5556 | 0.6044 | 0.7774 |
253
+ | No log | 4.3913 | 404 | 0.5947 | 0.5474 | 0.5947 | 0.7712 |
254
+ | No log | 4.4130 | 406 | 0.5897 | 0.5107 | 0.5897 | 0.7679 |
255
+ | No log | 4.4348 | 408 | 0.6018 | 0.5038 | 0.6018 | 0.7758 |
256
+ | No log | 4.4565 | 410 | 0.5948 | 0.5164 | 0.5948 | 0.7712 |
257
+ | No log | 4.4783 | 412 | 0.5953 | 0.5074 | 0.5953 | 0.7715 |
258
+ | No log | 4.5 | 414 | 0.6267 | 0.5289 | 0.6267 | 0.7916 |
259
+ | No log | 4.5217 | 416 | 0.6291 | 0.5053 | 0.6291 | 0.7932 |
260
+ | No log | 4.5435 | 418 | 0.6327 | 0.4743 | 0.6327 | 0.7954 |
261
+ | No log | 4.5652 | 420 | 0.6297 | 0.4743 | 0.6297 | 0.7936 |
262
+ | No log | 4.5870 | 422 | 0.5881 | 0.5025 | 0.5881 | 0.7669 |
263
+ | No log | 4.6087 | 424 | 0.5662 | 0.4548 | 0.5662 | 0.7524 |
264
+ | No log | 4.6304 | 426 | 0.5653 | 0.4539 | 0.5653 | 0.7519 |
265
+ | No log | 4.6522 | 428 | 0.5775 | 0.4840 | 0.5775 | 0.7600 |
266
+ | No log | 4.6739 | 430 | 0.5836 | 0.4704 | 0.5836 | 0.7639 |
267
+ | No log | 4.6957 | 432 | 0.6074 | 0.4845 | 0.6074 | 0.7794 |
268
+ | No log | 4.7174 | 434 | 0.6440 | 0.4639 | 0.6440 | 0.8025 |
269
+ | No log | 4.7391 | 436 | 0.6787 | 0.4984 | 0.6787 | 0.8238 |
270
+ | No log | 4.7609 | 438 | 0.6285 | 0.5363 | 0.6285 | 0.7928 |
271
+ | No log | 4.7826 | 440 | 0.6145 | 0.5778 | 0.6145 | 0.7839 |
272
+ | No log | 4.8043 | 442 | 0.6317 | 0.5237 | 0.6317 | 0.7948 |
273
+ | No log | 4.8261 | 444 | 0.6222 | 0.5445 | 0.6222 | 0.7888 |
274
+ | No log | 4.8478 | 446 | 0.5819 | 0.5427 | 0.5819 | 0.7628 |
275
+ | No log | 4.8696 | 448 | 0.5689 | 0.5475 | 0.5689 | 0.7543 |
276
+ | No log | 4.8913 | 450 | 0.5795 | 0.4644 | 0.5795 | 0.7612 |
277
+ | No log | 4.9130 | 452 | 0.5949 | 0.4873 | 0.5949 | 0.7713 |
278
+ | No log | 4.9348 | 454 | 0.5666 | 0.4833 | 0.5666 | 0.7528 |
279
+ | No log | 4.9565 | 456 | 0.5647 | 0.4797 | 0.5647 | 0.7515 |
280
+ | No log | 4.9783 | 458 | 0.5713 | 0.5040 | 0.5713 | 0.7558 |
281
+ | No log | 5.0 | 460 | 0.5740 | 0.5621 | 0.5740 | 0.7576 |
282
+ | No log | 5.0217 | 462 | 0.5835 | 0.5234 | 0.5835 | 0.7639 |
283
+ | No log | 5.0435 | 464 | 0.5848 | 0.4957 | 0.5848 | 0.7647 |
284
+ | No log | 5.0652 | 466 | 0.5743 | 0.5088 | 0.5743 | 0.7578 |
285
+ | No log | 5.0870 | 468 | 0.5683 | 0.4489 | 0.5683 | 0.7538 |
286
+ | No log | 5.1087 | 470 | 0.5709 | 0.4822 | 0.5709 | 0.7556 |
287
+ | No log | 5.1304 | 472 | 0.5895 | 0.5071 | 0.5895 | 0.7678 |
288
+ | No log | 5.1522 | 474 | 0.5748 | 0.4726 | 0.5748 | 0.7582 |
289
+ | No log | 5.1739 | 476 | 0.5587 | 0.5316 | 0.5587 | 0.7474 |
290
+ | No log | 5.1957 | 478 | 0.5664 | 0.5288 | 0.5664 | 0.7526 |
291
+ | No log | 5.2174 | 480 | 0.5816 | 0.4794 | 0.5816 | 0.7626 |
292
+ | No log | 5.2391 | 482 | 0.5707 | 0.4937 | 0.5707 | 0.7554 |
293
+ | No log | 5.2609 | 484 | 0.5757 | 0.4876 | 0.5757 | 0.7587 |
294
+ | No log | 5.2826 | 486 | 0.5779 | 0.5123 | 0.5779 | 0.7602 |
295
+ | No log | 5.3043 | 488 | 0.5710 | 0.5299 | 0.5710 | 0.7557 |
296
+ | No log | 5.3261 | 490 | 0.5678 | 0.5040 | 0.5678 | 0.7536 |
297
+ | No log | 5.3478 | 492 | 0.5779 | 0.5058 | 0.5779 | 0.7602 |
298
+ | No log | 5.3696 | 494 | 0.6011 | 0.5168 | 0.6011 | 0.7753 |
299
+ | No log | 5.3913 | 496 | 0.5961 | 0.5168 | 0.5961 | 0.7721 |
300
+ | No log | 5.4130 | 498 | 0.5710 | 0.5310 | 0.5710 | 0.7557 |
301
+ | 0.352 | 5.4348 | 500 | 0.5853 | 0.5042 | 0.5853 | 0.7651 |
302
+ | 0.352 | 5.4565 | 502 | 0.6063 | 0.5179 | 0.6063 | 0.7787 |
303
+ | 0.352 | 5.4783 | 504 | 0.5909 | 0.5587 | 0.5909 | 0.7687 |
304
+ | 0.352 | 5.5 | 506 | 0.6180 | 0.4866 | 0.6180 | 0.7861 |
305
+ | 0.352 | 5.5217 | 508 | 0.6526 | 0.5113 | 0.6526 | 0.8078 |
306
+ | 0.352 | 5.5435 | 510 | 0.6067 | 0.5216 | 0.6067 | 0.7789 |
307
+ | 0.352 | 5.5652 | 512 | 0.5736 | 0.5248 | 0.5736 | 0.7574 |
308
+ | 0.352 | 5.5870 | 514 | 0.5770 | 0.5161 | 0.5770 | 0.7596 |
309
+ | 0.352 | 5.6087 | 516 | 0.5816 | 0.5135 | 0.5816 | 0.7626 |
310
+ | 0.352 | 5.6304 | 518 | 0.5988 | 0.5428 | 0.5988 | 0.7738 |
311
+ | 0.352 | 5.6522 | 520 | 0.5896 | 0.5527 | 0.5896 | 0.7678 |
312
+ | 0.352 | 5.6739 | 522 | 0.5792 | 0.4467 | 0.5792 | 0.7611 |
313
+ | 0.352 | 5.6957 | 524 | 0.5840 | 0.4251 | 0.5840 | 0.7642 |
314
+ | 0.352 | 5.7174 | 526 | 0.5797 | 0.4393 | 0.5797 | 0.7614 |
315
+ | 0.352 | 5.7391 | 528 | 0.5813 | 0.4662 | 0.5813 | 0.7624 |
316
+ | 0.352 | 5.7609 | 530 | 0.5999 | 0.4729 | 0.5999 | 0.7745 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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318
 
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  ### Framework versions