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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization

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Training in progress, step 500

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  1. README.md +266 -263
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9277
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- - Qwk: 0.2632
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- - Mse: 0.9277
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- - Rmse: 0.9632
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  ## Model description
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@@ -47,263 +47,266 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.08 | 2 | 2.4886 | -0.0646 | 2.4886 | 1.5775 |
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- | No log | 0.16 | 4 | 1.2852 | 0.1274 | 1.2852 | 1.1337 |
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- | No log | 0.24 | 6 | 1.0330 | -0.1408 | 1.0330 | 1.0164 |
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- | No log | 0.32 | 8 | 1.0367 | -0.3076 | 1.0367 | 1.0182 |
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- | No log | 0.4 | 10 | 1.0404 | -0.0133 | 1.0404 | 1.0200 |
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- | No log | 0.48 | 12 | 1.2201 | -0.0632 | 1.2201 | 1.1046 |
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- | No log | 0.56 | 14 | 1.2752 | 0.0005 | 1.2752 | 1.1293 |
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- | No log | 0.64 | 16 | 1.0944 | 0.1635 | 1.0944 | 1.0462 |
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- | No log | 0.72 | 18 | 1.0325 | 0.2119 | 1.0325 | 1.0161 |
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- | No log | 0.8 | 20 | 0.8042 | 0.1699 | 0.8042 | 0.8968 |
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- | No log | 0.88 | 22 | 0.7634 | 0.0410 | 0.7634 | 0.8737 |
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- | No log | 0.96 | 24 | 0.8500 | 0.1407 | 0.8500 | 0.9220 |
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- | No log | 1.04 | 26 | 0.8729 | 0.0014 | 0.8729 | 0.9343 |
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- | No log | 1.12 | 28 | 0.8182 | 0.0816 | 0.8182 | 0.9045 |
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- | No log | 1.2 | 30 | 0.8172 | 0.0781 | 0.8172 | 0.9040 |
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- | No log | 1.28 | 32 | 0.7670 | 0.1139 | 0.7670 | 0.8758 |
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- | No log | 1.3600 | 34 | 0.7628 | 0.0840 | 0.7628 | 0.8734 |
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- | No log | 1.44 | 36 | 0.7814 | 0.0840 | 0.7814 | 0.8840 |
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- | No log | 1.52 | 38 | 0.7874 | 0.1139 | 0.7874 | 0.8874 |
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- | No log | 1.6 | 40 | 0.8282 | 0.0154 | 0.8282 | 0.9101 |
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- | No log | 1.6800 | 42 | 0.9105 | 0.0405 | 0.9105 | 0.9542 |
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- | No log | 1.76 | 44 | 0.8766 | 0.2012 | 0.8766 | 0.9363 |
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- | No log | 1.8400 | 46 | 0.7834 | 0.1766 | 0.7834 | 0.8851 |
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- | No log | 1.92 | 48 | 0.7695 | 0.1504 | 0.7695 | 0.8772 |
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- | No log | 2.0 | 50 | 0.7562 | 0.1459 | 0.7562 | 0.8696 |
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- | No log | 2.08 | 52 | 0.7039 | 0.1504 | 0.7039 | 0.8390 |
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- | No log | 2.16 | 54 | 0.6550 | 0.2181 | 0.6550 | 0.8093 |
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- | No log | 2.24 | 56 | 0.6959 | 0.2063 | 0.6959 | 0.8342 |
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- | No log | 2.32 | 58 | 0.7746 | 0.2967 | 0.7746 | 0.8801 |
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- | No log | 2.4 | 60 | 0.8420 | 0.2463 | 0.8420 | 0.9176 |
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- | No log | 2.48 | 62 | 0.8092 | 0.2904 | 0.8092 | 0.8996 |
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- | No log | 2.56 | 64 | 0.6945 | 0.1550 | 0.6945 | 0.8334 |
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- | No log | 2.64 | 66 | 0.6933 | 0.1617 | 0.6933 | 0.8326 |
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- | No log | 2.7200 | 68 | 0.7228 | 0.1617 | 0.7228 | 0.8502 |
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- | No log | 2.8 | 70 | 0.7475 | 0.1617 | 0.7475 | 0.8646 |
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- | No log | 2.88 | 72 | 0.7182 | 0.1617 | 0.7182 | 0.8475 |
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- | No log | 2.96 | 74 | 0.6848 | 0.0898 | 0.6848 | 0.8275 |
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- | No log | 3.04 | 76 | 0.6777 | 0.0444 | 0.6777 | 0.8232 |
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- | No log | 3.12 | 78 | 0.7507 | 0.1268 | 0.7507 | 0.8664 |
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- | No log | 3.2 | 80 | 0.9674 | 0.1914 | 0.9674 | 0.9836 |
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- | No log | 3.2800 | 82 | 1.1168 | 0.1517 | 1.1168 | 1.0568 |
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- | No log | 3.36 | 84 | 1.1051 | 0.2125 | 1.1051 | 1.0513 |
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- | No log | 3.44 | 86 | 0.9669 | 0.2615 | 0.9669 | 0.9833 |
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- | No log | 3.52 | 88 | 0.8320 | 0.3042 | 0.8320 | 0.9122 |
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- | No log | 3.6 | 90 | 0.7975 | 0.3630 | 0.7975 | 0.8930 |
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- | No log | 3.68 | 92 | 0.7330 | 0.3699 | 0.7330 | 0.8561 |
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- | No log | 3.76 | 94 | 0.7884 | 0.3699 | 0.7884 | 0.8879 |
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- | No log | 3.84 | 96 | 0.9625 | 0.2416 | 0.9625 | 0.9810 |
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- | No log | 3.92 | 98 | 1.2800 | 0.0746 | 1.2800 | 1.1314 |
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- | No log | 4.0 | 100 | 1.4221 | 0.0175 | 1.4221 | 1.1925 |
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- | No log | 4.08 | 102 | 1.3909 | 0.0835 | 1.3909 | 1.1794 |
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- | No log | 4.16 | 104 | 1.2410 | 0.0219 | 1.2410 | 1.1140 |
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- | No log | 4.24 | 106 | 1.0121 | 0.1348 | 1.0121 | 1.0061 |
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- | No log | 4.32 | 108 | 0.9078 | 0.1962 | 0.9078 | 0.9528 |
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- | No log | 4.4 | 110 | 0.9333 | 0.1914 | 0.9333 | 0.9661 |
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- | No log | 4.48 | 112 | 1.0223 | 0.1501 | 1.0223 | 1.0111 |
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- | No log | 4.5600 | 114 | 1.0129 | 0.2410 | 1.0129 | 1.0064 |
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- | No log | 4.64 | 116 | 0.9363 | 0.2917 | 0.9363 | 0.9676 |
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- | No log | 4.72 | 118 | 0.7921 | 0.3088 | 0.7921 | 0.8900 |
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- | No log | 4.8 | 120 | 0.7552 | 0.1440 | 0.7552 | 0.8690 |
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- | No log | 4.88 | 122 | 0.7689 | 0.1393 | 0.7689 | 0.8769 |
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- | No log | 4.96 | 124 | 0.8592 | 0.2558 | 0.8592 | 0.9270 |
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- | No log | 5.04 | 126 | 1.0605 | 0.1672 | 1.0605 | 1.0298 |
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- | No log | 5.12 | 128 | 1.2559 | 0.0576 | 1.2559 | 1.1207 |
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- | No log | 5.2 | 130 | 1.2995 | -0.0010 | 1.2995 | 1.1400 |
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- | No log | 5.28 | 132 | 1.2623 | 0.0727 | 1.2623 | 1.1235 |
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- | No log | 5.36 | 134 | 1.1118 | 0.2278 | 1.1118 | 1.0544 |
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- | No log | 5.44 | 136 | 0.9145 | 0.2387 | 0.9145 | 0.9563 |
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- | No log | 5.52 | 138 | 0.8389 | 0.2063 | 0.8389 | 0.9159 |
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- | No log | 5.6 | 140 | 0.7958 | 0.2116 | 0.7958 | 0.8921 |
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- | No log | 5.68 | 142 | 0.8443 | 0.1815 | 0.8443 | 0.9189 |
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- | No log | 5.76 | 144 | 0.9500 | 0.1504 | 0.9500 | 0.9747 |
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- | No log | 5.84 | 146 | 1.1176 | 0.1181 | 1.1176 | 1.0572 |
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- | No log | 5.92 | 148 | 1.1125 | 0.1181 | 1.1125 | 1.0548 |
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- | No log | 6.0 | 150 | 1.0075 | 0.1459 | 1.0075 | 1.0037 |
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- | No log | 6.08 | 152 | 0.8527 | 0.1550 | 0.8527 | 0.9234 |
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- | No log | 6.16 | 154 | 0.7819 | 0.1183 | 0.7819 | 0.8842 |
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- | No log | 6.24 | 156 | 0.7669 | 0.1598 | 0.7669 | 0.8757 |
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- | No log | 6.32 | 158 | 0.8018 | 0.1815 | 0.8018 | 0.8954 |
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- | No log | 6.4 | 160 | 0.9708 | 0.1461 | 0.9708 | 0.9853 |
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- | No log | 6.48 | 162 | 1.2172 | 0.0899 | 1.2172 | 1.1033 |
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- | No log | 6.5600 | 164 | 1.3449 | 0.0709 | 1.3449 | 1.1597 |
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- | No log | 6.64 | 166 | 1.3252 | 0.1144 | 1.3252 | 1.1512 |
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- | No log | 6.72 | 168 | 1.1515 | 0.1451 | 1.1515 | 1.0731 |
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- | No log | 6.8 | 170 | 0.9658 | 0.1217 | 0.9658 | 0.9828 |
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- | No log | 6.88 | 172 | 0.8732 | 0.2227 | 0.8732 | 0.9344 |
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- | No log | 6.96 | 174 | 0.8367 | 0.1598 | 0.8367 | 0.9147 |
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- | No log | 7.04 | 176 | 0.8448 | 0.1953 | 0.8448 | 0.9191 |
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- | No log | 7.12 | 178 | 0.9118 | 0.1718 | 0.9118 | 0.9549 |
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- | No log | 7.2 | 180 | 0.9824 | 0.2086 | 0.9824 | 0.9911 |
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- | No log | 7.28 | 182 | 0.9799 | 0.2602 | 0.9799 | 0.9899 |
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- | No log | 7.36 | 184 | 0.9516 | 0.1984 | 0.9516 | 0.9755 |
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- | No log | 7.44 | 186 | 0.9343 | 0.2239 | 0.9343 | 0.9666 |
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- | No log | 7.52 | 188 | 1.0108 | 0.2602 | 1.0108 | 1.0054 |
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- | No log | 7.6 | 190 | 1.0888 | 0.2323 | 1.0888 | 1.0435 |
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- | No log | 7.68 | 192 | 1.0477 | 0.1940 | 1.0477 | 1.0236 |
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- | No log | 7.76 | 194 | 0.9876 | 0.3099 | 0.9876 | 0.9938 |
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- | No log | 7.84 | 196 | 0.8995 | 0.2285 | 0.8995 | 0.9484 |
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- | No log | 7.92 | 198 | 0.8826 | 0.1972 | 0.8826 | 0.9395 |
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- | No log | 8.0 | 200 | 0.9345 | 0.3167 | 0.9345 | 0.9667 |
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- | No log | 8.08 | 202 | 0.9895 | 0.2616 | 0.9895 | 0.9947 |
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- | No log | 8.16 | 204 | 1.0048 | 0.2643 | 1.0048 | 1.0024 |
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- | No log | 8.24 | 206 | 0.9854 | 0.2518 | 0.9854 | 0.9927 |
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- | No log | 8.32 | 208 | 0.9471 | 0.2892 | 0.9471 | 0.9732 |
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- | No log | 8.4 | 210 | 0.9331 | 0.3008 | 0.9331 | 0.9660 |
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- | No log | 8.48 | 212 | 0.9293 | 0.3384 | 0.9293 | 0.9640 |
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- | No log | 8.56 | 214 | 0.9402 | 0.3256 | 0.9402 | 0.9696 |
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- | No log | 8.64 | 216 | 1.0102 | 0.2836 | 1.0102 | 1.0051 |
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- | No log | 8.72 | 218 | 1.1232 | 0.2921 | 1.1232 | 1.0598 |
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- | No log | 8.8 | 220 | 1.1488 | 0.2217 | 1.1488 | 1.0718 |
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- | No log | 8.88 | 222 | 1.0914 | 0.2396 | 1.0914 | 1.0447 |
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- | No log | 8.96 | 224 | 0.9724 | 0.3012 | 0.9724 | 0.9861 |
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- | No log | 9.04 | 226 | 0.8422 | 0.3131 | 0.8422 | 0.9177 |
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- | No log | 9.12 | 228 | 0.8028 | 0.3131 | 0.8028 | 0.8960 |
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- | No log | 9.2 | 230 | 0.8118 | 0.3131 | 0.8118 | 0.9010 |
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- | No log | 9.28 | 232 | 0.8042 | 0.2839 | 0.8042 | 0.8968 |
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- | No log | 9.36 | 234 | 0.8663 | 0.2539 | 0.8663 | 0.9308 |
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- | No log | 9.44 | 236 | 1.0323 | 0.2853 | 1.0323 | 1.0160 |
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- | No log | 9.52 | 238 | 1.1811 | 0.2294 | 1.1811 | 1.0868 |
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- | No log | 9.6 | 240 | 1.2581 | 0.1745 | 1.2581 | 1.1216 |
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- | No log | 9.68 | 242 | 1.1815 | 0.1046 | 1.1815 | 1.0870 |
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- | No log | 9.76 | 244 | 1.1267 | 0.0816 | 1.1267 | 1.0614 |
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- | No log | 9.84 | 246 | 1.0960 | 0.0270 | 1.0960 | 1.0469 |
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- | No log | 9.92 | 248 | 1.1192 | 0.0837 | 1.1192 | 1.0579 |
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- | No log | 10.0 | 250 | 1.1521 | 0.0955 | 1.1521 | 1.0734 |
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- | No log | 10.08 | 252 | 1.1127 | 0.0955 | 1.1127 | 1.0548 |
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- | No log | 10.16 | 254 | 1.0618 | 0.1969 | 1.0618 | 1.0304 |
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- | No log | 10.24 | 256 | 1.0259 | 0.2153 | 1.0259 | 1.0129 |
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- | No log | 10.32 | 258 | 1.0354 | 0.2539 | 1.0354 | 1.0175 |
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- | No log | 10.4 | 260 | 0.9360 | 0.2153 | 0.9360 | 0.9675 |
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- | No log | 10.48 | 262 | 0.7986 | 0.3594 | 0.7986 | 0.8936 |
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- | No log | 10.56 | 264 | 0.7510 | 0.1007 | 0.7510 | 0.8666 |
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- | No log | 10.64 | 266 | 0.7563 | 0.0265 | 0.7563 | 0.8697 |
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- | No log | 10.72 | 268 | 0.7666 | 0.0265 | 0.7666 | 0.8755 |
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- | No log | 10.8 | 270 | 0.7810 | 0.1699 | 0.7810 | 0.8837 |
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- | No log | 10.88 | 272 | 0.8800 | 0.3099 | 0.8800 | 0.9381 |
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- | No log | 10.96 | 274 | 0.9815 | 0.2547 | 0.9815 | 0.9907 |
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- | No log | 11.04 | 276 | 1.0033 | 0.2173 | 1.0033 | 1.0017 |
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- | No log | 11.12 | 278 | 0.9529 | 0.1251 | 0.9529 | 0.9762 |
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- | No log | 11.2 | 280 | 0.9245 | 0.1815 | 0.9245 | 0.9615 |
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- | No log | 11.28 | 282 | 0.9333 | 0.1103 | 0.9333 | 0.9661 |
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- | No log | 11.36 | 284 | 1.0086 | 0.1853 | 1.0086 | 1.0043 |
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- | No log | 11.44 | 286 | 1.0917 | 0.1379 | 1.0917 | 1.0448 |
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- | No log | 11.52 | 288 | 1.1452 | 0.1565 | 1.1452 | 1.0701 |
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- | No log | 11.6 | 290 | 1.1319 | 0.1565 | 1.1319 | 1.0639 |
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- | No log | 11.68 | 292 | 1.0028 | 0.1853 | 1.0028 | 1.0014 |
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- | No log | 11.76 | 294 | 0.9202 | 0.1416 | 0.9202 | 0.9593 |
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- | No log | 11.84 | 296 | 0.8590 | 0.1972 | 0.8590 | 0.9268 |
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- | No log | 11.92 | 298 | 0.8831 | 0.1918 | 0.8831 | 0.9397 |
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- | No log | 12.0 | 300 | 0.9282 | 0.0034 | 0.9282 | 0.9635 |
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- | No log | 12.08 | 302 | 0.9485 | 0.1550 | 0.9485 | 0.9739 |
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- | No log | 12.16 | 304 | 0.9180 | 0.1598 | 0.9180 | 0.9581 |
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- | No log | 12.24 | 306 | 0.8637 | 0.2027 | 0.8637 | 0.9294 |
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- | No log | 12.32 | 308 | 0.8321 | 0.1313 | 0.8321 | 0.9122 |
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- | No log | 12.4 | 310 | 0.8466 | 0.2285 | 0.8466 | 0.9201 |
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- | No log | 12.48 | 312 | 0.8765 | 0.2467 | 0.8765 | 0.9362 |
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- | No log | 12.56 | 314 | 0.9279 | 0.2574 | 0.9279 | 0.9633 |
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- | No log | 12.64 | 316 | 0.9494 | 0.1661 | 0.9494 | 0.9743 |
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- | No log | 12.72 | 318 | 0.9239 | 0.1598 | 0.9239 | 0.9612 |
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- | No log | 12.8 | 320 | 0.8874 | 0.2027 | 0.8874 | 0.9420 |
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- | No log | 12.88 | 322 | 0.8927 | 0.2027 | 0.8927 | 0.9448 |
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- | No log | 12.96 | 324 | 0.8751 | 0.2027 | 0.8751 | 0.9355 |
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- | No log | 13.04 | 326 | 0.8446 | 0.2345 | 0.8446 | 0.9190 |
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- | No log | 13.12 | 328 | 0.8154 | 0.1648 | 0.8154 | 0.9030 |
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- | No log | 13.2 | 330 | 0.8011 | 0.1648 | 0.8011 | 0.8950 |
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- | No log | 13.28 | 332 | 0.8183 | 0.2652 | 0.8183 | 0.9046 |
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- | No log | 13.36 | 334 | 0.8433 | 0.2883 | 0.8433 | 0.9183 |
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- | No log | 13.44 | 336 | 0.9314 | 0.2832 | 0.9314 | 0.9651 |
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- | No log | 13.52 | 338 | 1.0071 | 0.2531 | 1.0071 | 1.0036 |
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- | No log | 13.6 | 340 | 1.0572 | 0.1045 | 1.0572 | 1.0282 |
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- | No log | 13.68 | 342 | 1.0158 | 0.1028 | 1.0158 | 1.0079 |
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- | No log | 13.76 | 344 | 0.9511 | 0.1142 | 0.9511 | 0.9752 |
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- | No log | 13.84 | 346 | 0.8806 | 0.1766 | 0.8806 | 0.9384 |
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- | No log | 13.92 | 348 | 0.8234 | 0.3167 | 0.8234 | 0.9074 |
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- | No log | 14.0 | 350 | 0.8649 | 0.2574 | 0.8649 | 0.9300 |
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- | No log | 14.08 | 352 | 0.8913 | 0.3473 | 0.8913 | 0.9441 |
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- | No log | 14.16 | 354 | 0.8742 | 0.3294 | 0.8742 | 0.9350 |
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- | No log | 14.24 | 356 | 0.8600 | 0.2518 | 0.8600 | 0.9273 |
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- | No log | 14.32 | 358 | 0.9081 | 0.2923 | 0.9081 | 0.9529 |
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- | No log | 14.4 | 360 | 0.9307 | 0.2562 | 0.9307 | 0.9647 |
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- | No log | 14.48 | 362 | 0.9274 | 0.2562 | 0.9274 | 0.9630 |
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- | No log | 14.56 | 364 | 0.9360 | 0.2562 | 0.9360 | 0.9675 |
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- | No log | 14.64 | 366 | 0.9679 | 0.2810 | 0.9679 | 0.9838 |
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- | No log | 14.72 | 368 | 0.9405 | 0.2562 | 0.9405 | 0.9698 |
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- | No log | 14.8 | 370 | 0.9144 | 0.2982 | 0.9144 | 0.9562 |
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- | No log | 14.88 | 372 | 0.8193 | 0.3712 | 0.8193 | 0.9052 |
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- | No log | 14.96 | 374 | 0.7679 | 0.3238 | 0.7679 | 0.8763 |
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- | No log | 15.04 | 376 | 0.7669 | 0.3238 | 0.7669 | 0.8758 |
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- | No log | 15.12 | 378 | 0.8245 | 0.3819 | 0.8245 | 0.9080 |
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- | No log | 15.2 | 380 | 0.8110 | 0.3819 | 0.8110 | 0.9006 |
242
- | No log | 15.28 | 382 | 0.8058 | 0.3518 | 0.8058 | 0.8977 |
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- | No log | 15.36 | 384 | 0.7814 | 0.3594 | 0.7814 | 0.8839 |
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- | No log | 15.44 | 386 | 0.7953 | 0.3594 | 0.7953 | 0.8918 |
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- | No log | 15.52 | 388 | 0.8406 | 0.3372 | 0.8406 | 0.9168 |
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- | No log | 15.6 | 390 | 0.9054 | 0.2812 | 0.9054 | 0.9515 |
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- | No log | 15.68 | 392 | 0.9079 | 0.2843 | 0.9079 | 0.9528 |
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- | No log | 15.76 | 394 | 0.8877 | 0.2904 | 0.8877 | 0.9422 |
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- | No log | 15.84 | 396 | 0.8953 | 0.2967 | 0.8953 | 0.9462 |
250
- | No log | 15.92 | 398 | 0.8698 | 0.3444 | 0.8698 | 0.9326 |
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- | No log | 16.0 | 400 | 0.8803 | 0.3372 | 0.8803 | 0.9382 |
252
- | No log | 16.08 | 402 | 0.9479 | 0.2267 | 0.9479 | 0.9736 |
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- | No log | 16.16 | 404 | 0.9654 | 0.2697 | 0.9654 | 0.9825 |
254
- | No log | 16.24 | 406 | 1.0060 | 0.2439 | 1.0060 | 1.0030 |
255
- | No log | 16.32 | 408 | 0.9974 | 0.2244 | 0.9974 | 0.9987 |
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- | No log | 16.4 | 410 | 0.9235 | 0.2012 | 0.9235 | 0.9610 |
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- | No log | 16.48 | 412 | 0.9305 | 0.2244 | 0.9305 | 0.9646 |
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- | No log | 16.56 | 414 | 0.9006 | 0.1962 | 0.9006 | 0.9490 |
259
- | No log | 16.64 | 416 | 0.8856 | 0.2244 | 0.8856 | 0.9410 |
260
- | No log | 16.72 | 418 | 0.9154 | 0.2518 | 0.9154 | 0.9568 |
261
- | No log | 16.8 | 420 | 0.9202 | 0.2784 | 0.9202 | 0.9593 |
262
- | No log | 16.88 | 422 | 0.9412 | 0.3042 | 0.9412 | 0.9701 |
263
- | No log | 16.96 | 424 | 0.9371 | 0.3042 | 0.9371 | 0.9680 |
264
- | No log | 17.04 | 426 | 0.9105 | 0.2463 | 0.9105 | 0.9542 |
265
- | No log | 17.12 | 428 | 0.8637 | 0.2463 | 0.8637 | 0.9293 |
266
- | No log | 17.2 | 430 | 0.9079 | 0.2463 | 0.9079 | 0.9528 |
267
- | No log | 17.28 | 432 | 0.9132 | 0.3042 | 0.9132 | 0.9556 |
268
- | No log | 17.36 | 434 | 0.8728 | 0.2574 | 0.8728 | 0.9342 |
269
- | No log | 17.44 | 436 | 0.8109 | 0.1718 | 0.8109 | 0.9005 |
270
- | No log | 17.52 | 438 | 0.8137 | 0.2352 | 0.8137 | 0.9020 |
271
- | No log | 17.6 | 440 | 0.8734 | 0.2297 | 0.8734 | 0.9346 |
272
- | No log | 17.68 | 442 | 0.8989 | 0.2297 | 0.8989 | 0.9481 |
273
- | No log | 17.76 | 444 | 0.9317 | 0.2297 | 0.9317 | 0.9652 |
274
- | No log | 17.84 | 446 | 0.9835 | 0.2781 | 0.9835 | 0.9917 |
275
- | No log | 17.92 | 448 | 1.0527 | 0.2420 | 1.0527 | 1.0260 |
276
- | No log | 18.0 | 450 | 1.0623 | 0.2335 | 1.0623 | 1.0307 |
277
- | No log | 18.08 | 452 | 1.0328 | 0.3019 | 1.0328 | 1.0163 |
278
- | No log | 18.16 | 454 | 0.9864 | 0.2615 | 0.9864 | 0.9932 |
279
- | No log | 18.24 | 456 | 0.9369 | 0.2923 | 0.9369 | 0.9679 |
280
- | No log | 18.32 | 458 | 0.8936 | 0.2670 | 0.8936 | 0.9453 |
281
- | No log | 18.4 | 460 | 0.9531 | 0.3169 | 0.9531 | 0.9763 |
282
- | No log | 18.48 | 462 | 1.0789 | 0.3359 | 1.0789 | 1.0387 |
283
- | No log | 18.56 | 464 | 1.2628 | 0.2346 | 1.2628 | 1.1237 |
284
- | No log | 18.64 | 466 | 1.3455 | 0.1285 | 1.3455 | 1.1600 |
285
- | No log | 18.72 | 468 | 1.2965 | 0.2259 | 1.2965 | 1.1386 |
286
- | No log | 18.8 | 470 | 1.2350 | 0.2733 | 1.2350 | 1.1113 |
287
- | No log | 18.88 | 472 | 1.0756 | 0.2682 | 1.0756 | 1.0371 |
288
- | No log | 18.96 | 474 | 0.9065 | 0.3099 | 0.9065 | 0.9521 |
289
- | No log | 19.04 | 476 | 0.8058 | 0.1550 | 0.8058 | 0.8977 |
290
- | No log | 19.12 | 478 | 0.7960 | 0.0888 | 0.7960 | 0.8922 |
291
- | No log | 19.2 | 480 | 0.8299 | 0.1550 | 0.8299 | 0.9110 |
292
- | No log | 19.28 | 482 | 0.8783 | 0.2576 | 0.8783 | 0.9372 |
293
- | No log | 19.36 | 484 | 0.9590 | 0.2905 | 0.9590 | 0.9793 |
294
- | No log | 19.44 | 486 | 1.0132 | 0.3290 | 1.0132 | 1.0066 |
295
- | No log | 19.52 | 488 | 0.9847 | 0.3290 | 0.9847 | 0.9923 |
296
- | No log | 19.6 | 490 | 0.9029 | 0.3183 | 0.9029 | 0.9502 |
297
- | No log | 19.68 | 492 | 0.9081 | 0.3403 | 0.9081 | 0.9529 |
298
- | No log | 19.76 | 494 | 0.9199 | 0.3346 | 0.9199 | 0.9591 |
299
- | No log | 19.84 | 496 | 0.8906 | 0.2958 | 0.8906 | 0.9437 |
300
- | No log | 19.92 | 498 | 0.9339 | 0.3346 | 0.9339 | 0.9664 |
301
- | 0.3084 | 20.0 | 500 | 0.9583 | 0.3346 | 0.9583 | 0.9789 |
302
- | 0.3084 | 20.08 | 502 | 0.9566 | 0.3128 | 0.9566 | 0.9781 |
303
- | 0.3084 | 20.16 | 504 | 0.9732 | 0.2958 | 0.9732 | 0.9865 |
304
- | 0.3084 | 20.24 | 506 | 0.9535 | 0.2832 | 0.9535 | 0.9765 |
305
- | 0.3084 | 20.32 | 508 | 0.9154 | 0.3032 | 0.9154 | 0.9567 |
306
- | 0.3084 | 20.4 | 510 | 0.9277 | 0.2632 | 0.9277 | 0.9632 |
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7890
19
+ - Qwk: 0.4223
20
+ - Mse: 0.7890
21
+ - Rmse: 0.8883
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 2.6639 | -0.0545 | 2.6639 | 1.6321 |
53
+ | No log | 0.1818 | 4 | 1.2247 | 0.0985 | 1.2247 | 1.1067 |
54
+ | No log | 0.2727 | 6 | 0.9251 | -0.0723 | 0.9251 | 0.9618 |
55
+ | No log | 0.3636 | 8 | 0.7357 | 0.2149 | 0.7357 | 0.8577 |
56
+ | No log | 0.4545 | 10 | 0.7133 | 0.1723 | 0.7133 | 0.8446 |
57
+ | No log | 0.5455 | 12 | 0.7207 | 0.2290 | 0.7207 | 0.8489 |
58
+ | No log | 0.6364 | 14 | 0.7497 | 0.3854 | 0.7497 | 0.8659 |
59
+ | No log | 0.7273 | 16 | 0.7202 | 0.3060 | 0.7202 | 0.8486 |
60
+ | No log | 0.8182 | 18 | 0.6529 | 0.2652 | 0.6529 | 0.8080 |
61
+ | No log | 0.9091 | 20 | 0.7348 | 0.2843 | 0.7348 | 0.8572 |
62
+ | No log | 1.0 | 22 | 0.6469 | 0.2943 | 0.6469 | 0.8043 |
63
+ | No log | 1.0909 | 24 | 0.6542 | 0.4052 | 0.6542 | 0.8088 |
64
+ | No log | 1.1818 | 26 | 0.6750 | 0.3187 | 0.6750 | 0.8216 |
65
+ | No log | 1.2727 | 28 | 0.6936 | 0.3827 | 0.6936 | 0.8328 |
66
+ | No log | 1.3636 | 30 | 0.6422 | 0.4 | 0.6422 | 0.8014 |
67
+ | No log | 1.4545 | 32 | 0.6342 | 0.3041 | 0.6342 | 0.7964 |
68
+ | No log | 1.5455 | 34 | 0.6492 | 0.2877 | 0.6492 | 0.8057 |
69
+ | No log | 1.6364 | 36 | 0.7298 | 0.1766 | 0.7298 | 0.8543 |
70
+ | No log | 1.7273 | 38 | 0.6917 | 0.2227 | 0.6917 | 0.8317 |
71
+ | No log | 1.8182 | 40 | 0.7162 | 0.2932 | 0.7162 | 0.8463 |
72
+ | No log | 1.9091 | 42 | 0.8267 | 0.3521 | 0.8267 | 0.9092 |
73
+ | No log | 2.0 | 44 | 0.6950 | 0.3261 | 0.6950 | 0.8337 |
74
+ | No log | 2.0909 | 46 | 0.6202 | 0.3728 | 0.6202 | 0.7875 |
75
+ | No log | 2.1818 | 48 | 0.6254 | 0.3728 | 0.6254 | 0.7909 |
76
+ | No log | 2.2727 | 50 | 0.7492 | 0.3822 | 0.7492 | 0.8655 |
77
+ | No log | 2.3636 | 52 | 0.8172 | 0.4592 | 0.8172 | 0.9040 |
78
+ | No log | 2.4545 | 54 | 0.6909 | 0.4227 | 0.6909 | 0.8312 |
79
+ | No log | 2.5455 | 56 | 0.6355 | 0.5168 | 0.6355 | 0.7972 |
80
+ | No log | 2.6364 | 58 | 0.6325 | 0.5008 | 0.6325 | 0.7953 |
81
+ | No log | 2.7273 | 60 | 0.7179 | 0.4831 | 0.7179 | 0.8473 |
82
+ | No log | 2.8182 | 62 | 0.8151 | 0.5076 | 0.8151 | 0.9028 |
83
+ | No log | 2.9091 | 64 | 0.6359 | 0.4695 | 0.6359 | 0.7974 |
84
+ | No log | 3.0 | 66 | 0.6193 | 0.5254 | 0.6193 | 0.7870 |
85
+ | No log | 3.0909 | 68 | 0.6829 | 0.4155 | 0.6829 | 0.8264 |
86
+ | No log | 3.1818 | 70 | 0.8654 | 0.4367 | 0.8654 | 0.9303 |
87
+ | No log | 3.2727 | 72 | 0.6862 | 0.4271 | 0.6862 | 0.8284 |
88
+ | No log | 3.3636 | 74 | 0.6674 | 0.5895 | 0.6674 | 0.8169 |
89
+ | No log | 3.4545 | 76 | 0.7689 | 0.4168 | 0.7689 | 0.8769 |
90
+ | No log | 3.5455 | 78 | 0.6581 | 0.5592 | 0.6581 | 0.8112 |
91
+ | No log | 3.6364 | 80 | 0.7160 | 0.5459 | 0.7160 | 0.8462 |
92
+ | No log | 3.7273 | 82 | 0.7836 | 0.4752 | 0.7836 | 0.8852 |
93
+ | No log | 3.8182 | 84 | 0.5969 | 0.5272 | 0.5969 | 0.7726 |
94
+ | No log | 3.9091 | 86 | 0.5625 | 0.5054 | 0.5625 | 0.7500 |
95
+ | No log | 4.0 | 88 | 0.5653 | 0.5421 | 0.5653 | 0.7519 |
96
+ | No log | 4.0909 | 90 | 0.5993 | 0.4595 | 0.5993 | 0.7741 |
97
+ | No log | 4.1818 | 92 | 0.5749 | 0.5167 | 0.5749 | 0.7582 |
98
+ | No log | 4.2727 | 94 | 0.7810 | 0.4812 | 0.7810 | 0.8837 |
99
+ | No log | 4.3636 | 96 | 0.8369 | 0.4651 | 0.8369 | 0.9148 |
100
+ | No log | 4.4545 | 98 | 0.6516 | 0.4413 | 0.6516 | 0.8072 |
101
+ | No log | 4.5455 | 100 | 0.6271 | 0.4674 | 0.6271 | 0.7919 |
102
+ | No log | 4.6364 | 102 | 0.7776 | 0.4315 | 0.7776 | 0.8818 |
103
+ | No log | 4.7273 | 104 | 0.6695 | 0.5317 | 0.6695 | 0.8182 |
104
+ | No log | 4.8182 | 106 | 0.5925 | 0.5150 | 0.5925 | 0.7698 |
105
+ | No log | 4.9091 | 108 | 0.7698 | 0.4967 | 0.7698 | 0.8774 |
106
+ | No log | 5.0 | 110 | 0.8602 | 0.4993 | 0.8602 | 0.9275 |
107
+ | No log | 5.0909 | 112 | 0.6917 | 0.4340 | 0.6917 | 0.8317 |
108
+ | No log | 5.1818 | 114 | 0.5807 | 0.5167 | 0.5807 | 0.7620 |
109
+ | No log | 5.2727 | 116 | 0.5833 | 0.5167 | 0.5833 | 0.7638 |
110
+ | No log | 5.3636 | 118 | 0.6327 | 0.5125 | 0.6327 | 0.7954 |
111
+ | No log | 5.4545 | 120 | 0.8126 | 0.5008 | 0.8126 | 0.9015 |
112
+ | No log | 5.5455 | 122 | 0.8802 | 0.4719 | 0.8802 | 0.9382 |
113
+ | No log | 5.6364 | 124 | 0.7149 | 0.4644 | 0.7149 | 0.8455 |
114
+ | No log | 5.7273 | 126 | 0.5881 | 0.4789 | 0.5881 | 0.7669 |
115
+ | No log | 5.8182 | 128 | 0.7767 | 0.4186 | 0.7767 | 0.8813 |
116
+ | No log | 5.9091 | 130 | 0.8775 | 0.4007 | 0.8775 | 0.9367 |
117
+ | No log | 6.0 | 132 | 0.7401 | 0.4170 | 0.7401 | 0.8603 |
118
+ | No log | 6.0909 | 134 | 0.6120 | 0.4715 | 0.6120 | 0.7823 |
119
+ | No log | 6.1818 | 136 | 0.6440 | 0.4301 | 0.6440 | 0.8025 |
120
+ | No log | 6.2727 | 138 | 0.6678 | 0.4135 | 0.6678 | 0.8172 |
121
+ | No log | 6.3636 | 140 | 0.6751 | 0.4354 | 0.6751 | 0.8217 |
122
+ | No log | 6.4545 | 142 | 0.6543 | 0.4624 | 0.6543 | 0.8089 |
123
+ | No log | 6.5455 | 144 | 0.6229 | 0.4422 | 0.6229 | 0.7892 |
124
+ | No log | 6.6364 | 146 | 0.6230 | 0.4883 | 0.6230 | 0.7893 |
125
+ | No log | 6.7273 | 148 | 0.5977 | 0.5037 | 0.5977 | 0.7731 |
126
+ | No log | 6.8182 | 150 | 0.6680 | 0.5027 | 0.6680 | 0.8173 |
127
+ | No log | 6.9091 | 152 | 0.6874 | 0.4943 | 0.6874 | 0.8291 |
128
+ | No log | 7.0 | 154 | 0.5964 | 0.5032 | 0.5964 | 0.7723 |
129
+ | No log | 7.0909 | 156 | 0.5389 | 0.4892 | 0.5389 | 0.7341 |
130
+ | No log | 7.1818 | 158 | 0.5916 | 0.6156 | 0.5916 | 0.7692 |
131
+ | No log | 7.2727 | 160 | 0.6052 | 0.6356 | 0.6052 | 0.7780 |
132
+ | No log | 7.3636 | 162 | 0.5837 | 0.5999 | 0.5837 | 0.7640 |
133
+ | No log | 7.4545 | 164 | 0.5999 | 0.5018 | 0.5999 | 0.7745 |
134
+ | No log | 7.5455 | 166 | 0.6899 | 0.5626 | 0.6899 | 0.8306 |
135
+ | No log | 7.6364 | 168 | 0.6837 | 0.5307 | 0.6837 | 0.8269 |
136
+ | No log | 7.7273 | 170 | 0.5661 | 0.5450 | 0.5661 | 0.7524 |
137
+ | No log | 7.8182 | 172 | 0.5628 | 0.5767 | 0.5628 | 0.7502 |
138
+ | No log | 7.9091 | 174 | 0.5699 | 0.5151 | 0.5699 | 0.7549 |
139
+ | No log | 8.0 | 176 | 0.5557 | 0.4719 | 0.5557 | 0.7454 |
140
+ | No log | 8.0909 | 178 | 0.5768 | 0.4434 | 0.5768 | 0.7595 |
141
+ | No log | 8.1818 | 180 | 0.5751 | 0.5067 | 0.5751 | 0.7583 |
142
+ | No log | 8.2727 | 182 | 0.5691 | 0.5054 | 0.5691 | 0.7544 |
143
+ | No log | 8.3636 | 184 | 0.6069 | 0.5061 | 0.6069 | 0.7790 |
144
+ | No log | 8.4545 | 186 | 0.5861 | 0.4895 | 0.5861 | 0.7655 |
145
+ | No log | 8.5455 | 188 | 0.5712 | 0.5222 | 0.5712 | 0.7558 |
146
+ | No log | 8.6364 | 190 | 0.5922 | 0.4838 | 0.5922 | 0.7696 |
147
+ | No log | 8.7273 | 192 | 0.5728 | 0.5003 | 0.5728 | 0.7568 |
148
+ | No log | 8.8182 | 194 | 0.6088 | 0.4756 | 0.6088 | 0.7802 |
149
+ | No log | 8.9091 | 196 | 0.6425 | 0.4652 | 0.6425 | 0.8016 |
150
+ | No log | 9.0 | 198 | 0.5808 | 0.4527 | 0.5808 | 0.7621 |
151
+ | No log | 9.0909 | 200 | 0.5758 | 0.4278 | 0.5758 | 0.7588 |
152
+ | No log | 9.1818 | 202 | 0.5919 | 0.3887 | 0.5919 | 0.7693 |
153
+ | No log | 9.2727 | 204 | 0.6199 | 0.3569 | 0.6199 | 0.7873 |
154
+ | No log | 9.3636 | 206 | 0.6098 | 0.3665 | 0.6098 | 0.7809 |
155
+ | No log | 9.4545 | 208 | 0.6232 | 0.4179 | 0.6232 | 0.7894 |
156
+ | No log | 9.5455 | 210 | 0.6794 | 0.3867 | 0.6794 | 0.8243 |
157
+ | No log | 9.6364 | 212 | 0.6978 | 0.4165 | 0.6978 | 0.8354 |
158
+ | No log | 9.7273 | 214 | 0.6593 | 0.4157 | 0.6593 | 0.8120 |
159
+ | No log | 9.8182 | 216 | 0.6036 | 0.4475 | 0.6036 | 0.7769 |
160
+ | No log | 9.9091 | 218 | 0.5950 | 0.4240 | 0.5950 | 0.7714 |
161
+ | No log | 10.0 | 220 | 0.5922 | 0.4535 | 0.5922 | 0.7695 |
162
+ | No log | 10.0909 | 222 | 0.6441 | 0.4103 | 0.6441 | 0.8026 |
163
+ | No log | 10.1818 | 224 | 0.6192 | 0.4434 | 0.6192 | 0.7869 |
164
+ | No log | 10.2727 | 226 | 0.5769 | 0.4892 | 0.5769 | 0.7595 |
165
+ | No log | 10.3636 | 228 | 0.5749 | 0.4892 | 0.5749 | 0.7582 |
166
+ | No log | 10.4545 | 230 | 0.5712 | 0.4892 | 0.5712 | 0.7558 |
167
+ | No log | 10.5455 | 232 | 0.5729 | 0.5270 | 0.5729 | 0.7569 |
168
+ | No log | 10.6364 | 234 | 0.5899 | 0.5084 | 0.5899 | 0.7681 |
169
+ | No log | 10.7273 | 236 | 0.6524 | 0.4937 | 0.6524 | 0.8077 |
170
+ | No log | 10.8182 | 238 | 0.6449 | 0.5098 | 0.6449 | 0.8031 |
171
+ | No log | 10.9091 | 240 | 0.5890 | 0.5133 | 0.5890 | 0.7675 |
172
+ | No log | 11.0 | 242 | 0.5510 | 0.5167 | 0.5510 | 0.7423 |
173
+ | No log | 11.0909 | 244 | 0.5451 | 0.5405 | 0.5451 | 0.7383 |
174
+ | No log | 11.1818 | 246 | 0.5461 | 0.5373 | 0.5461 | 0.7390 |
175
+ | No log | 11.2727 | 248 | 0.6012 | 0.5242 | 0.6012 | 0.7754 |
176
+ | No log | 11.3636 | 250 | 0.6586 | 0.5396 | 0.6586 | 0.8116 |
177
+ | No log | 11.4545 | 252 | 0.7165 | 0.4921 | 0.7165 | 0.8465 |
178
+ | No log | 11.5455 | 254 | 0.6617 | 0.5450 | 0.6617 | 0.8135 |
179
+ | No log | 11.6364 | 256 | 0.5437 | 0.5222 | 0.5437 | 0.7373 |
180
+ | No log | 11.7273 | 258 | 0.5623 | 0.5918 | 0.5623 | 0.7498 |
181
+ | No log | 11.8182 | 260 | 0.5541 | 0.5702 | 0.5541 | 0.7444 |
182
+ | No log | 11.9091 | 262 | 0.5235 | 0.5304 | 0.5235 | 0.7235 |
183
+ | No log | 12.0 | 264 | 0.5695 | 0.4968 | 0.5695 | 0.7546 |
184
+ | No log | 12.0909 | 266 | 0.5731 | 0.4968 | 0.5731 | 0.7571 |
185
+ | No log | 12.1818 | 268 | 0.5560 | 0.4968 | 0.5560 | 0.7457 |
186
+ | No log | 12.2727 | 270 | 0.4907 | 0.5503 | 0.4907 | 0.7005 |
187
+ | No log | 12.3636 | 272 | 0.4910 | 0.5874 | 0.4910 | 0.7007 |
188
+ | No log | 12.4545 | 274 | 0.5335 | 0.5184 | 0.5335 | 0.7304 |
189
+ | No log | 12.5455 | 276 | 0.6452 | 0.5190 | 0.6452 | 0.8033 |
190
+ | No log | 12.6364 | 278 | 0.6919 | 0.5443 | 0.6919 | 0.8318 |
191
+ | No log | 12.7273 | 280 | 0.5864 | 0.4704 | 0.5864 | 0.7658 |
192
+ | No log | 12.8182 | 282 | 0.5127 | 0.4569 | 0.5127 | 0.7160 |
193
+ | No log | 12.9091 | 284 | 0.5360 | 0.4367 | 0.5360 | 0.7321 |
194
+ | No log | 13.0 | 286 | 0.5299 | 0.4367 | 0.5299 | 0.7279 |
195
+ | No log | 13.0909 | 288 | 0.5068 | 0.5152 | 0.5068 | 0.7119 |
196
+ | No log | 13.1818 | 290 | 0.5227 | 0.5053 | 0.5227 | 0.7230 |
197
+ | No log | 13.2727 | 292 | 0.6355 | 0.4898 | 0.6355 | 0.7972 |
198
+ | No log | 13.3636 | 294 | 0.6758 | 0.5147 | 0.6758 | 0.8220 |
199
+ | No log | 13.4545 | 296 | 0.5940 | 0.4997 | 0.5940 | 0.7707 |
200
+ | No log | 13.5455 | 298 | 0.5283 | 0.5084 | 0.5283 | 0.7268 |
201
+ | No log | 13.6364 | 300 | 0.5231 | 0.5184 | 0.5231 | 0.7233 |
202
+ | No log | 13.7273 | 302 | 0.5330 | 0.5118 | 0.5330 | 0.7301 |
203
+ | No log | 13.8182 | 304 | 0.5806 | 0.5067 | 0.5806 | 0.7619 |
204
+ | No log | 13.9091 | 306 | 0.7217 | 0.5139 | 0.7217 | 0.8495 |
205
+ | No log | 14.0 | 308 | 0.7661 | 0.5368 | 0.7661 | 0.8753 |
206
+ | No log | 14.0909 | 310 | 0.6833 | 0.4997 | 0.6833 | 0.8266 |
207
+ | No log | 14.1818 | 312 | 0.5870 | 0.5462 | 0.5870 | 0.7662 |
208
+ | No log | 14.2727 | 314 | 0.5437 | 0.5304 | 0.5437 | 0.7374 |
209
+ | No log | 14.3636 | 316 | 0.5360 | 0.5304 | 0.5360 | 0.7321 |
210
+ | No log | 14.4545 | 318 | 0.5777 | 0.5411 | 0.5777 | 0.7600 |
211
+ | No log | 14.5455 | 320 | 0.6647 | 0.5275 | 0.6647 | 0.8153 |
212
+ | No log | 14.6364 | 322 | 0.6742 | 0.5275 | 0.6742 | 0.8211 |
213
+ | No log | 14.7273 | 324 | 0.5936 | 0.5053 | 0.5936 | 0.7705 |
214
+ | No log | 14.8182 | 326 | 0.5269 | 0.5021 | 0.5269 | 0.7259 |
215
+ | No log | 14.9091 | 328 | 0.5586 | 0.4249 | 0.5586 | 0.7474 |
216
+ | No log | 15.0 | 330 | 0.5648 | 0.4349 | 0.5648 | 0.7515 |
217
+ | No log | 15.0909 | 332 | 0.5499 | 0.5288 | 0.5499 | 0.7416 |
218
+ | No log | 15.1818 | 334 | 0.5889 | 0.4951 | 0.5889 | 0.7674 |
219
+ | No log | 15.2727 | 336 | 0.6697 | 0.4644 | 0.6697 | 0.8184 |
220
+ | No log | 15.3636 | 338 | 0.6783 | 0.4408 | 0.6783 | 0.8236 |
221
+ | No log | 15.4545 | 340 | 0.6324 | 0.4951 | 0.6324 | 0.7952 |
222
+ | No log | 15.5455 | 342 | 0.6221 | 0.4951 | 0.6221 | 0.7887 |
223
+ | No log | 15.6364 | 344 | 0.6250 | 0.4883 | 0.6250 | 0.7906 |
224
+ | No log | 15.7273 | 346 | 0.5807 | 0.5115 | 0.5807 | 0.7620 |
225
+ | No log | 15.8182 | 348 | 0.5590 | 0.4828 | 0.5590 | 0.7477 |
226
+ | No log | 15.9091 | 350 | 0.5600 | 0.5053 | 0.5600 | 0.7483 |
227
+ | No log | 16.0 | 352 | 0.6021 | 0.5053 | 0.6021 | 0.7759 |
228
+ | No log | 16.0909 | 354 | 0.6764 | 0.4782 | 0.6764 | 0.8224 |
229
+ | No log | 16.1818 | 356 | 0.6986 | 0.4898 | 0.6986 | 0.8358 |
230
+ | No log | 16.2727 | 358 | 0.6458 | 0.4354 | 0.6458 | 0.8036 |
231
+ | No log | 16.3636 | 360 | 0.5567 | 0.5053 | 0.5567 | 0.7461 |
232
+ | No log | 16.4545 | 362 | 0.5517 | 0.3982 | 0.5517 | 0.7428 |
233
+ | No log | 16.5455 | 364 | 0.5722 | 0.3953 | 0.5722 | 0.7565 |
234
+ | No log | 16.6364 | 366 | 0.5571 | 0.4635 | 0.5571 | 0.7464 |
235
+ | No log | 16.7273 | 368 | 0.5917 | 0.4951 | 0.5917 | 0.7692 |
236
+ | No log | 16.8182 | 370 | 0.6626 | 0.4872 | 0.6626 | 0.8140 |
237
+ | No log | 16.9091 | 372 | 0.7219 | 0.4315 | 0.7219 | 0.8497 |
238
+ | No log | 17.0 | 374 | 0.6981 | 0.3723 | 0.6981 | 0.8355 |
239
+ | No log | 17.0909 | 376 | 0.6546 | 0.4371 | 0.6546 | 0.8091 |
240
+ | No log | 17.1818 | 378 | 0.6430 | 0.4352 | 0.6430 | 0.8019 |
241
+ | No log | 17.2727 | 380 | 0.6778 | 0.3723 | 0.6778 | 0.8233 |
242
+ | No log | 17.3636 | 382 | 0.6634 | 0.4239 | 0.6634 | 0.8145 |
243
+ | No log | 17.4545 | 384 | 0.6149 | 0.4618 | 0.6149 | 0.7841 |
244
+ | No log | 17.5455 | 386 | 0.6042 | 0.4808 | 0.6042 | 0.7773 |
245
+ | No log | 17.6364 | 388 | 0.6417 | 0.4428 | 0.6417 | 0.8011 |
246
+ | No log | 17.7273 | 390 | 0.6567 | 0.4165 | 0.6567 | 0.8104 |
247
+ | No log | 17.8182 | 392 | 0.6261 | 0.4354 | 0.6261 | 0.7912 |
248
+ | No log | 17.9091 | 394 | 0.6070 | 0.4642 | 0.6070 | 0.7791 |
249
+ | No log | 18.0 | 396 | 0.6515 | 0.4254 | 0.6515 | 0.8072 |
250
+ | No log | 18.0909 | 398 | 0.7334 | 0.5219 | 0.7334 | 0.8564 |
251
+ | No log | 18.1818 | 400 | 0.7723 | 0.5632 | 0.7723 | 0.8788 |
252
+ | No log | 18.2727 | 402 | 0.7755 | 0.5443 | 0.7755 | 0.8806 |
253
+ | No log | 18.3636 | 404 | 0.7466 | 0.4949 | 0.7466 | 0.8640 |
254
+ | No log | 18.4545 | 406 | 0.6292 | 0.4260 | 0.6292 | 0.7932 |
255
+ | No log | 18.5455 | 408 | 0.5761 | 0.5071 | 0.5761 | 0.7590 |
256
+ | No log | 18.6364 | 410 | 0.5650 | 0.4904 | 0.5650 | 0.7517 |
257
+ | No log | 18.7273 | 412 | 0.5662 | 0.4991 | 0.5662 | 0.7524 |
258
+ | No log | 18.8182 | 414 | 0.5610 | 0.4463 | 0.5610 | 0.7490 |
259
+ | No log | 18.9091 | 416 | 0.5743 | 0.4576 | 0.5743 | 0.7578 |
260
+ | No log | 19.0 | 418 | 0.6331 | 0.4618 | 0.6331 | 0.7957 |
261
+ | No log | 19.0909 | 420 | 0.6760 | 0.3794 | 0.6760 | 0.8222 |
262
+ | No log | 19.1818 | 422 | 0.6560 | 0.3590 | 0.6560 | 0.8099 |
263
+ | No log | 19.2727 | 424 | 0.6684 | 0.3519 | 0.6684 | 0.8176 |
264
+ | No log | 19.3636 | 426 | 0.6431 | 0.3942 | 0.6431 | 0.8019 |
265
+ | No log | 19.4545 | 428 | 0.5888 | 0.4618 | 0.5888 | 0.7673 |
266
+ | No log | 19.5455 | 430 | 0.5687 | 0.5141 | 0.5687 | 0.7541 |
267
+ | No log | 19.6364 | 432 | 0.5794 | 0.4743 | 0.5794 | 0.7612 |
268
+ | No log | 19.7273 | 434 | 0.5910 | 0.4724 | 0.5910 | 0.7688 |
269
+ | No log | 19.8182 | 436 | 0.6332 | 0.4036 | 0.6332 | 0.7957 |
270
+ | No log | 19.9091 | 438 | 0.6374 | 0.4582 | 0.6374 | 0.7984 |
271
+ | No log | 20.0 | 440 | 0.6027 | 0.4602 | 0.6027 | 0.7763 |
272
+ | No log | 20.0909 | 442 | 0.5619 | 0.4044 | 0.5619 | 0.7496 |
273
+ | No log | 20.1818 | 444 | 0.5389 | 0.4059 | 0.5389 | 0.7341 |
274
+ | No log | 20.2727 | 446 | 0.5393 | 0.5071 | 0.5393 | 0.7343 |
275
+ | No log | 20.3636 | 448 | 0.5496 | 0.4985 | 0.5496 | 0.7414 |
276
+ | No log | 20.4545 | 450 | 0.5418 | 0.4919 | 0.5418 | 0.7361 |
277
+ | No log | 20.5455 | 452 | 0.5448 | 0.5089 | 0.5448 | 0.7381 |
278
+ | No log | 20.6364 | 454 | 0.5561 | 0.4681 | 0.5561 | 0.7457 |
279
+ | No log | 20.7273 | 456 | 0.5780 | 0.3840 | 0.5780 | 0.7603 |
280
+ | No log | 20.8182 | 458 | 0.6380 | 0.4352 | 0.6380 | 0.7987 |
281
+ | No log | 20.9091 | 460 | 0.6599 | 0.4190 | 0.6599 | 0.8123 |
282
+ | No log | 21.0 | 462 | 0.6526 | 0.4451 | 0.6526 | 0.8078 |
283
+ | No log | 21.0909 | 464 | 0.6057 | 0.4044 | 0.6057 | 0.7783 |
284
+ | No log | 21.1818 | 466 | 0.5796 | 0.4161 | 0.5796 | 0.7613 |
285
+ | No log | 21.2727 | 468 | 0.5794 | 0.4384 | 0.5794 | 0.7612 |
286
+ | No log | 21.3636 | 470 | 0.5802 | 0.4101 | 0.5802 | 0.7617 |
287
+ | No log | 21.4545 | 472 | 0.5812 | 0.4136 | 0.5812 | 0.7624 |
288
+ | No log | 21.5455 | 474 | 0.5875 | 0.3893 | 0.5875 | 0.7665 |
289
+ | No log | 21.6364 | 476 | 0.6073 | 0.3649 | 0.6073 | 0.7793 |
290
+ | No log | 21.7273 | 478 | 0.6086 | 0.3919 | 0.6086 | 0.7801 |
291
+ | No log | 21.8182 | 480 | 0.5936 | 0.3919 | 0.5936 | 0.7704 |
292
+ | No log | 21.9091 | 482 | 0.5733 | 0.4402 | 0.5733 | 0.7572 |
293
+ | No log | 22.0 | 484 | 0.5804 | 0.4322 | 0.5804 | 0.7618 |
294
+ | No log | 22.0909 | 486 | 0.5881 | 0.4322 | 0.5881 | 0.7669 |
295
+ | No log | 22.1818 | 488 | 0.5879 | 0.4885 | 0.5879 | 0.7668 |
296
+ | No log | 22.2727 | 490 | 0.5963 | 0.4179 | 0.5963 | 0.7722 |
297
+ | No log | 22.3636 | 492 | 0.6193 | 0.4473 | 0.6193 | 0.7869 |
298
+ | No log | 22.4545 | 494 | 0.6230 | 0.4352 | 0.6230 | 0.7893 |
299
+ | No log | 22.5455 | 496 | 0.5940 | 0.3840 | 0.5940 | 0.7707 |
300
+ | No log | 22.6364 | 498 | 0.5782 | 0.4444 | 0.5782 | 0.7604 |
301
+ | 0.2951 | 22.7273 | 500 | 0.5675 | 0.4468 | 0.5675 | 0.7533 |
302
+ | 0.2951 | 22.8182 | 502 | 0.5648 | 0.4659 | 0.5648 | 0.7515 |
303
+ | 0.2951 | 22.9091 | 504 | 0.5928 | 0.4375 | 0.5928 | 0.7699 |
304
+ | 0.2951 | 23.0 | 506 | 0.6389 | 0.4597 | 0.6389 | 0.7993 |
305
+ | 0.2951 | 23.0909 | 508 | 0.6272 | 0.4352 | 0.6272 | 0.7920 |
306
+ | 0.2951 | 23.1818 | 510 | 0.6010 | 0.4100 | 0.6010 | 0.7753 |
307
+ | 0.2951 | 23.2727 | 512 | 0.6149 | 0.4352 | 0.6149 | 0.7842 |
308
+ | 0.2951 | 23.3636 | 514 | 0.6751 | 0.4190 | 0.6751 | 0.8217 |
309
+ | 0.2951 | 23.4545 | 516 | 0.7890 | 0.4223 | 0.7890 | 0.8883 |
310
 
311
 
312
  ### Framework versions
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