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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task5_organization

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Training in progress, step 500

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  1. README.md +258 -272
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.2611
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- - Qwk: 0.2916
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- - Mse: 1.2611
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- - Rmse: 1.1230
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  ## Model description
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@@ -47,272 +47,258 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.2857 | 2 | 4.1464 | -0.0019 | 4.1464 | 2.0363 |
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- | No log | 0.5714 | 4 | 2.3618 | 0.0541 | 2.3618 | 1.5368 |
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- | No log | 0.8571 | 6 | 1.6719 | 0.0532 | 1.6719 | 1.2930 |
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- | No log | 1.1429 | 8 | 2.5797 | -0.0029 | 2.5797 | 1.6061 |
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- | No log | 1.4286 | 10 | 2.9973 | -0.0554 | 2.9973 | 1.7313 |
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- | No log | 1.7143 | 12 | 2.0524 | 0.1558 | 2.0524 | 1.4326 |
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- | No log | 2.0 | 14 | 1.2254 | 0.0399 | 1.2254 | 1.1070 |
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- | No log | 2.2857 | 16 | 1.1269 | 0.1525 | 1.1269 | 1.0616 |
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- | No log | 2.5714 | 18 | 1.0493 | 0.2781 | 1.0493 | 1.0243 |
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- | No log | 2.8571 | 20 | 1.1034 | 0.2004 | 1.1034 | 1.0504 |
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- | No log | 3.1429 | 22 | 1.1706 | 0.0731 | 1.1706 | 1.0820 |
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- | No log | 3.4286 | 24 | 1.3155 | 0.0116 | 1.3155 | 1.1469 |
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- | No log | 3.7143 | 26 | 1.4555 | 0.1002 | 1.4555 | 1.2064 |
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- | No log | 4.0 | 28 | 1.8215 | 0.0733 | 1.8215 | 1.3496 |
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- | No log | 4.2857 | 30 | 2.1380 | 0.0878 | 2.1379 | 1.4622 |
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- | No log | 4.5714 | 32 | 1.8109 | 0.1152 | 1.8109 | 1.3457 |
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- | No log | 4.8571 | 34 | 1.3208 | 0.0 | 1.3208 | 1.1493 |
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- | No log | 5.1429 | 36 | 1.0322 | 0.1361 | 1.0322 | 1.0160 |
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- | No log | 5.4286 | 38 | 1.0075 | 0.3094 | 1.0075 | 1.0038 |
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- | No log | 5.7143 | 40 | 1.0293 | 0.2068 | 1.0293 | 1.0145 |
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- | No log | 6.0 | 42 | 1.1066 | 0.1618 | 1.1066 | 1.0520 |
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- | No log | 6.2857 | 44 | 1.2236 | 0.1261 | 1.2236 | 1.1062 |
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- | No log | 6.5714 | 46 | 1.4981 | 0.0778 | 1.4981 | 1.2240 |
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- | No log | 6.8571 | 48 | 1.5459 | 0.0629 | 1.5459 | 1.2433 |
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- | No log | 7.1429 | 50 | 1.3756 | 0.2397 | 1.3756 | 1.1728 |
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- | No log | 7.4286 | 52 | 1.2586 | 0.3185 | 1.2586 | 1.1219 |
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- | No log | 7.7143 | 54 | 1.2747 | 0.3237 | 1.2747 | 1.1290 |
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- | No log | 8.0 | 56 | 1.5555 | 0.1473 | 1.5555 | 1.2472 |
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- | No log | 8.2857 | 58 | 2.1103 | 0.0541 | 2.1103 | 1.4527 |
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- | No log | 8.5714 | 60 | 2.1744 | 0.0622 | 2.1744 | 1.4746 |
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- | No log | 8.8571 | 62 | 1.7990 | 0.1146 | 1.7990 | 1.3413 |
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- | No log | 9.1429 | 64 | 1.3939 | 0.2456 | 1.3939 | 1.1806 |
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- | No log | 9.4286 | 66 | 1.3966 | 0.2456 | 1.3966 | 1.1818 |
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- | No log | 9.7143 | 68 | 1.8472 | 0.1146 | 1.8472 | 1.3591 |
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- | No log | 10.0 | 70 | 2.1758 | 0.0385 | 2.1758 | 1.4751 |
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- | No log | 10.2857 | 72 | 2.1308 | 0.0624 | 2.1308 | 1.4597 |
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- | No log | 10.5714 | 74 | 1.6310 | 0.1286 | 1.6310 | 1.2771 |
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- | No log | 10.8571 | 76 | 1.2002 | 0.2392 | 1.2002 | 1.0955 |
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- | No log | 11.1429 | 78 | 1.1745 | 0.2125 | 1.1745 | 1.0837 |
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- | No log | 11.4286 | 80 | 1.3119 | 0.2030 | 1.3119 | 1.1454 |
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- | No log | 11.7143 | 82 | 1.5033 | 0.1623 | 1.5033 | 1.2261 |
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- | No log | 12.0 | 84 | 1.5382 | 0.1331 | 1.5382 | 1.2402 |
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- | No log | 12.2857 | 86 | 1.3479 | 0.2565 | 1.3479 | 1.1610 |
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- | No log | 12.5714 | 88 | 1.3191 | 0.3213 | 1.3191 | 1.1485 |
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- | No log | 12.8571 | 90 | 1.4422 | 0.2099 | 1.4422 | 1.2009 |
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- | No log | 13.1429 | 92 | 1.5016 | 0.1628 | 1.5016 | 1.2254 |
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- | No log | 13.4286 | 94 | 1.5730 | 0.0803 | 1.5730 | 1.2542 |
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- | No log | 13.7143 | 96 | 1.4883 | 0.1977 | 1.4883 | 1.2199 |
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- | No log | 14.0 | 98 | 1.4963 | 0.1977 | 1.4963 | 1.2232 |
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- | No log | 14.2857 | 100 | 1.5748 | 0.1372 | 1.5748 | 1.2549 |
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- | No log | 14.5714 | 102 | 1.4200 | 0.2011 | 1.4200 | 1.1916 |
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- | No log | 14.8571 | 104 | 1.4866 | 0.1949 | 1.4866 | 1.2192 |
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- | No log | 15.1429 | 106 | 1.3569 | 0.2159 | 1.3569 | 1.1649 |
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- | No log | 15.4286 | 108 | 1.4071 | 0.2181 | 1.4071 | 1.1862 |
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- | No log | 15.7143 | 110 | 1.2157 | 0.2159 | 1.2157 | 1.1026 |
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- | No log | 16.0 | 112 | 1.0193 | 0.3397 | 1.0193 | 1.0096 |
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- | No log | 16.2857 | 114 | 0.9868 | 0.3017 | 0.9868 | 0.9934 |
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- | No log | 16.5714 | 116 | 1.0555 | 0.3141 | 1.0555 | 1.0274 |
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- | No log | 16.8571 | 118 | 1.3204 | 0.2437 | 1.3204 | 1.1491 |
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- | No log | 17.1429 | 120 | 1.7190 | 0.1225 | 1.7190 | 1.3111 |
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- | No log | 17.4286 | 122 | 1.5813 | 0.2622 | 1.5813 | 1.2575 |
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- | No log | 17.7143 | 124 | 1.1544 | 0.2772 | 1.1544 | 1.0744 |
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- | No log | 18.0 | 126 | 0.9588 | 0.3271 | 0.9588 | 0.9792 |
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- | No log | 18.2857 | 128 | 0.9551 | 0.3271 | 0.9551 | 0.9773 |
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- | No log | 18.5714 | 130 | 1.0253 | 0.2733 | 1.0253 | 1.0125 |
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- | No log | 18.8571 | 132 | 1.2274 | 0.2812 | 1.2274 | 1.1079 |
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- | No log | 19.1429 | 134 | 1.1929 | 0.2984 | 1.1929 | 1.0922 |
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- | No log | 19.4286 | 136 | 1.1267 | 0.2730 | 1.1267 | 1.0615 |
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- | No log | 19.7143 | 138 | 1.3816 | 0.2122 | 1.3816 | 1.1754 |
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- | No log | 20.0 | 140 | 1.8241 | 0.0339 | 1.8241 | 1.3506 |
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- | No log | 20.2857 | 142 | 1.9614 | 0.0633 | 1.9614 | 1.4005 |
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- | No log | 20.5714 | 144 | 1.6664 | 0.1372 | 1.6664 | 1.2909 |
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- | No log | 20.8571 | 146 | 1.2042 | 0.2730 | 1.2042 | 1.0974 |
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- | No log | 21.1429 | 148 | 0.9864 | 0.2693 | 0.9864 | 0.9932 |
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- | No log | 21.4286 | 150 | 0.9946 | 0.1867 | 0.9946 | 0.9973 |
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- | No log | 21.7143 | 152 | 1.1378 | 0.2827 | 1.1378 | 1.0667 |
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- | No log | 22.0 | 154 | 1.5644 | 0.1469 | 1.5644 | 1.2508 |
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- | No log | 22.2857 | 156 | 1.8459 | 0.1065 | 1.8459 | 1.3586 |
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- | No log | 22.5714 | 158 | 1.7222 | 0.1085 | 1.7222 | 1.3123 |
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- | No log | 22.8571 | 160 | 1.3850 | 0.2323 | 1.3850 | 1.1768 |
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- | No log | 23.1429 | 162 | 1.2158 | 0.2730 | 1.2158 | 1.1026 |
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- | No log | 23.4286 | 164 | 1.1974 | 0.2161 | 1.1974 | 1.0943 |
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- | No log | 23.7143 | 166 | 1.3800 | 0.2101 | 1.3800 | 1.1747 |
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- | No log | 24.0 | 168 | 1.6143 | 0.1226 | 1.6143 | 1.2705 |
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- | No log | 24.2857 | 170 | 1.6754 | 0.0921 | 1.6754 | 1.2944 |
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- | No log | 24.5714 | 172 | 1.6645 | 0.0921 | 1.6645 | 1.2901 |
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- | No log | 24.8571 | 174 | 1.7597 | 0.0210 | 1.7597 | 1.3265 |
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- | No log | 25.1429 | 176 | 1.5136 | 0.2000 | 1.5136 | 1.2303 |
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- | No log | 25.4286 | 178 | 1.3057 | 0.2209 | 1.3057 | 1.1427 |
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- | No log | 25.7143 | 180 | 1.2307 | 0.1994 | 1.2307 | 1.1094 |
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- | No log | 26.0 | 182 | 1.2268 | 0.2270 | 1.2268 | 1.1076 |
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- | No log | 26.2857 | 184 | 1.3664 | 0.2301 | 1.3664 | 1.1689 |
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- | No log | 26.5714 | 186 | 1.3731 | 0.2398 | 1.3731 | 1.1718 |
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- | No log | 26.8571 | 188 | 1.2391 | 0.2248 | 1.2391 | 1.1132 |
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- | No log | 27.1429 | 190 | 1.1528 | 0.2557 | 1.1528 | 1.0737 |
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- | No log | 27.4286 | 192 | 1.1277 | 0.2440 | 1.1277 | 1.0619 |
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- | No log | 27.7143 | 194 | 1.1502 | 0.2535 | 1.1502 | 1.0725 |
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- | No log | 28.0 | 196 | 1.1413 | 0.2073 | 1.1413 | 1.0683 |
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- | No log | 28.2857 | 198 | 1.1667 | 0.2236 | 1.1667 | 1.0801 |
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- | No log | 28.5714 | 200 | 1.2202 | 0.2333 | 1.2202 | 1.1046 |
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- | No log | 28.8571 | 202 | 1.2874 | 0.2379 | 1.2874 | 1.1346 |
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- | No log | 29.1429 | 204 | 1.4360 | 0.2852 | 1.4360 | 1.1983 |
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- | No log | 29.4286 | 206 | 1.5501 | 0.2691 | 1.5501 | 1.2450 |
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- | No log | 29.7143 | 208 | 1.5478 | 0.2083 | 1.5478 | 1.2441 |
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- | No log | 30.0 | 210 | 1.3753 | 0.2907 | 1.3753 | 1.1727 |
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- | No log | 30.2857 | 212 | 1.2293 | 0.2588 | 1.2293 | 1.1088 |
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- | No log | 30.5714 | 214 | 1.2092 | 0.2396 | 1.2092 | 1.0996 |
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- | No log | 30.8571 | 216 | 1.2472 | 0.2953 | 1.2472 | 1.1168 |
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- | No log | 31.1429 | 218 | 1.3881 | 0.2609 | 1.3881 | 1.1782 |
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- | No log | 31.4286 | 220 | 1.6197 | 0.1482 | 1.6197 | 1.2727 |
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- | No log | 31.7143 | 222 | 1.6616 | 0.2033 | 1.6616 | 1.2890 |
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- | No log | 32.0 | 224 | 1.4468 | 0.2330 | 1.4468 | 1.2028 |
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- | No log | 32.2857 | 226 | 1.1748 | 0.3072 | 1.1748 | 1.0839 |
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- | No log | 32.5714 | 228 | 1.0830 | 0.2665 | 1.0830 | 1.0407 |
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- | No log | 32.8571 | 230 | 1.1305 | 0.3069 | 1.1305 | 1.0633 |
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- | No log | 33.1429 | 232 | 1.2450 | 0.3025 | 1.2450 | 1.1158 |
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- | No log | 33.4286 | 234 | 1.2612 | 0.3289 | 1.2612 | 1.1230 |
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- | No log | 33.7143 | 236 | 1.3091 | 0.3542 | 1.3091 | 1.1441 |
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- | No log | 34.0 | 238 | 1.2639 | 0.3542 | 1.2639 | 1.1242 |
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- | No log | 34.2857 | 240 | 1.2353 | 0.3542 | 1.2353 | 1.1115 |
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- | No log | 34.5714 | 242 | 1.1981 | 0.3125 | 1.1981 | 1.0946 |
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- | No log | 34.8571 | 244 | 1.2836 | 0.3542 | 1.2836 | 1.1329 |
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- | No log | 35.1429 | 246 | 1.3996 | 0.3485 | 1.3996 | 1.1830 |
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- | No log | 35.4286 | 248 | 1.3730 | 0.3485 | 1.3730 | 1.1718 |
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- | No log | 35.7143 | 250 | 1.1868 | 0.2888 | 1.1868 | 1.0894 |
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- | No log | 36.0 | 252 | 1.1222 | 0.2732 | 1.1222 | 1.0594 |
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- | No log | 36.2857 | 254 | 1.1264 | 0.2732 | 1.1264 | 1.0613 |
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- | No log | 36.5714 | 256 | 1.2079 | 0.3158 | 1.2079 | 1.0991 |
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- | No log | 36.8571 | 258 | 1.3717 | 0.3542 | 1.3717 | 1.1712 |
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- | No log | 37.1429 | 260 | 1.5157 | 0.3125 | 1.5157 | 1.2311 |
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- | No log | 37.4286 | 262 | 1.4846 | 0.3125 | 1.4846 | 1.2184 |
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- | No log | 37.7143 | 264 | 1.3113 | 0.3174 | 1.3113 | 1.1451 |
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- | No log | 38.0 | 266 | 1.1537 | 0.2627 | 1.1537 | 1.0741 |
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- | No log | 38.2857 | 268 | 1.0931 | 0.1983 | 1.0931 | 1.0455 |
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- | No log | 38.5714 | 270 | 1.1221 | 0.2501 | 1.1221 | 1.0593 |
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- | No log | 38.8571 | 272 | 1.1578 | 0.2752 | 1.1578 | 1.0760 |
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- | No log | 39.1429 | 274 | 1.2806 | 0.2907 | 1.2806 | 1.1316 |
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- | No log | 39.4286 | 276 | 1.3268 | 0.3025 | 1.3268 | 1.1519 |
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- | No log | 39.7143 | 278 | 1.2573 | 0.3021 | 1.2573 | 1.1213 |
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- | No log | 40.0 | 280 | 1.1930 | 0.3021 | 1.1930 | 1.0922 |
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- | No log | 40.2857 | 282 | 1.1811 | 0.2293 | 1.1811 | 1.0868 |
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- | No log | 40.5714 | 284 | 1.2145 | 0.2730 | 1.2145 | 1.1021 |
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- | No log | 40.8571 | 286 | 1.2727 | 0.3144 | 1.2727 | 1.1282 |
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- | No log | 41.1429 | 288 | 1.2998 | 0.3144 | 1.2998 | 1.1401 |
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- | No log | 41.4286 | 290 | 1.3256 | 0.3144 | 1.3256 | 1.1514 |
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- | No log | 41.7143 | 292 | 1.3449 | 0.3418 | 1.3449 | 1.1597 |
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- | No log | 42.0 | 294 | 1.3396 | 0.3418 | 1.3396 | 1.1574 |
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- | No log | 42.2857 | 296 | 1.3597 | 0.3289 | 1.3597 | 1.1661 |
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- | No log | 42.5714 | 298 | 1.3725 | 0.3289 | 1.3725 | 1.1715 |
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- | No log | 42.8571 | 300 | 1.3400 | 0.3289 | 1.3400 | 1.1576 |
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- | No log | 43.1429 | 302 | 1.3365 | 0.3289 | 1.3365 | 1.1561 |
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- | No log | 43.4286 | 304 | 1.3685 | 0.3289 | 1.3685 | 1.1698 |
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- | No log | 43.7143 | 306 | 1.2853 | 0.2907 | 1.2853 | 1.1337 |
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- | No log | 44.0 | 308 | 1.1217 | 0.2627 | 1.1217 | 1.0591 |
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- | No log | 44.2857 | 310 | 1.0669 | 0.2354 | 1.0669 | 1.0329 |
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- | No log | 44.5714 | 312 | 1.0926 | 0.2375 | 1.0926 | 1.0453 |
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- | No log | 44.8571 | 314 | 1.2208 | 0.3177 | 1.2208 | 1.1049 |
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- | No log | 45.1429 | 316 | 1.5167 | 0.2839 | 1.5167 | 1.2315 |
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- | No log | 45.4286 | 318 | 1.6920 | 0.1170 | 1.6920 | 1.3008 |
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- | No log | 45.7143 | 320 | 1.6482 | 0.1560 | 1.6482 | 1.2838 |
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- | No log | 46.0 | 322 | 1.5115 | 0.2934 | 1.5115 | 1.2294 |
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- | No log | 46.2857 | 324 | 1.3238 | 0.2907 | 1.3238 | 1.1506 |
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- | No log | 46.5714 | 326 | 1.2603 | 0.3074 | 1.2603 | 1.1226 |
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- | No log | 46.8571 | 328 | 1.2630 | 0.3074 | 1.2630 | 1.1238 |
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- | No log | 47.1429 | 330 | 1.3710 | 0.3025 | 1.3710 | 1.1709 |
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- | No log | 47.4286 | 332 | 1.5707 | 0.2472 | 1.5707 | 1.2533 |
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- | No log | 47.7143 | 334 | 1.6335 | 0.1773 | 1.6335 | 1.2781 |
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- | No log | 48.0 | 336 | 1.5601 | 0.2472 | 1.5601 | 1.2490 |
220
- | No log | 48.2857 | 338 | 1.4736 | 0.2379 | 1.4736 | 1.2139 |
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- | No log | 48.5714 | 340 | 1.3991 | 0.2881 | 1.3991 | 1.1829 |
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- | No log | 48.8571 | 342 | 1.2806 | 0.3195 | 1.2806 | 1.1316 |
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- | No log | 49.1429 | 344 | 1.2689 | 0.2857 | 1.2689 | 1.1264 |
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- | No log | 49.4286 | 346 | 1.2998 | 0.3144 | 1.2998 | 1.1401 |
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- | No log | 49.7143 | 348 | 1.3843 | 0.3062 | 1.3843 | 1.1766 |
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- | No log | 50.0 | 350 | 1.4306 | 0.3062 | 1.4306 | 1.1961 |
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- | No log | 50.2857 | 352 | 1.3692 | 0.3461 | 1.3692 | 1.1701 |
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- | No log | 50.5714 | 354 | 1.2822 | 0.2851 | 1.2822 | 1.1323 |
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- | No log | 50.8571 | 356 | 1.2406 | 0.2832 | 1.2406 | 1.1138 |
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- | No log | 51.1429 | 358 | 1.2510 | 0.2953 | 1.2510 | 1.1185 |
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- | No log | 51.4286 | 360 | 1.3082 | 0.2851 | 1.3082 | 1.1438 |
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- | No log | 51.7143 | 362 | 1.3388 | 0.2689 | 1.3388 | 1.1571 |
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- | No log | 52.0 | 364 | 1.3485 | 0.3025 | 1.3485 | 1.1613 |
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- | No log | 52.2857 | 366 | 1.3186 | 0.3025 | 1.3186 | 1.1483 |
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- | No log | 52.5714 | 368 | 1.2724 | 0.2689 | 1.2724 | 1.1280 |
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- | No log | 52.8571 | 370 | 1.2071 | 0.2292 | 1.2071 | 1.0987 |
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- | No log | 53.1429 | 372 | 1.1774 | 0.2292 | 1.1774 | 1.0851 |
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- | No log | 53.4286 | 374 | 1.2411 | 0.2037 | 1.2411 | 1.1140 |
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- | No log | 53.7143 | 376 | 1.3572 | 0.3025 | 1.3572 | 1.1650 |
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- | No log | 54.0 | 378 | 1.4493 | 0.3025 | 1.4493 | 1.2039 |
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- | No log | 54.2857 | 380 | 1.4662 | 0.3043 | 1.4662 | 1.2109 |
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- | No log | 54.5714 | 382 | 1.3707 | 0.3025 | 1.3707 | 1.1708 |
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- | No log | 54.8571 | 384 | 1.2478 | 0.2563 | 1.2478 | 1.1170 |
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- | No log | 55.1429 | 386 | 1.1845 | 0.2292 | 1.1845 | 1.0883 |
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- | No log | 55.4286 | 388 | 1.1738 | 0.2292 | 1.1738 | 1.0834 |
246
- | No log | 55.7143 | 390 | 1.1939 | 0.2417 | 1.1939 | 1.0927 |
247
- | No log | 56.0 | 392 | 1.2501 | 0.2953 | 1.2501 | 1.1181 |
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- | No log | 56.2857 | 394 | 1.2897 | 0.2953 | 1.2897 | 1.1357 |
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- | No log | 56.5714 | 396 | 1.2836 | 0.2953 | 1.2836 | 1.1329 |
250
- | No log | 56.8571 | 398 | 1.2368 | 0.2832 | 1.2368 | 1.1121 |
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- | No log | 57.1429 | 400 | 1.2175 | 0.2542 | 1.2175 | 1.1034 |
252
- | No log | 57.4286 | 402 | 1.2250 | 0.2542 | 1.2250 | 1.1068 |
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- | No log | 57.7143 | 404 | 1.2793 | 0.2788 | 1.2793 | 1.1311 |
254
- | No log | 58.0 | 406 | 1.3643 | 0.3617 | 1.3643 | 1.1680 |
255
- | No log | 58.2857 | 408 | 1.4542 | 0.3462 | 1.4542 | 1.2059 |
256
- | No log | 58.5714 | 410 | 1.5145 | 0.2799 | 1.5145 | 1.2307 |
257
- | No log | 58.8571 | 412 | 1.4558 | 0.3462 | 1.4558 | 1.2066 |
258
- | No log | 59.1429 | 414 | 1.3794 | 0.3862 | 1.3794 | 1.1745 |
259
- | No log | 59.4286 | 416 | 1.2774 | 0.2670 | 1.2774 | 1.1302 |
260
- | No log | 59.7143 | 418 | 1.2493 | 0.2832 | 1.2493 | 1.1177 |
261
- | No log | 60.0 | 420 | 1.2889 | 0.2788 | 1.2889 | 1.1353 |
262
- | No log | 60.2857 | 422 | 1.3441 | 0.3289 | 1.3441 | 1.1594 |
263
- | No log | 60.5714 | 424 | 1.4191 | 0.3862 | 1.4191 | 1.1913 |
264
- | No log | 60.8571 | 426 | 1.5347 | 0.2707 | 1.5347 | 1.2388 |
265
- | No log | 61.1429 | 428 | 1.6807 | 0.1404 | 1.6807 | 1.2964 |
266
- | No log | 61.4286 | 430 | 1.7350 | 0.1125 | 1.7350 | 1.3172 |
267
- | No log | 61.7143 | 432 | 1.6668 | 0.1404 | 1.6668 | 1.2910 |
268
- | No log | 62.0 | 434 | 1.5116 | 0.2635 | 1.5116 | 1.2295 |
269
- | No log | 62.2857 | 436 | 1.3792 | 0.3289 | 1.3792 | 1.1744 |
270
- | No log | 62.5714 | 438 | 1.3518 | 0.3289 | 1.3518 | 1.1627 |
271
- | No log | 62.8571 | 440 | 1.3714 | 0.3289 | 1.3714 | 1.1711 |
272
- | No log | 63.1429 | 442 | 1.4442 | 0.2782 | 1.4442 | 1.2018 |
273
- | No log | 63.4286 | 444 | 1.5638 | 0.2601 | 1.5638 | 1.2505 |
274
- | No log | 63.7143 | 446 | 1.5871 | 0.2036 | 1.5871 | 1.2598 |
275
- | No log | 64.0 | 448 | 1.5319 | 0.2036 | 1.5319 | 1.2377 |
276
- | No log | 64.2857 | 450 | 1.4440 | 0.2519 | 1.4440 | 1.2017 |
277
- | No log | 64.5714 | 452 | 1.3411 | 0.3025 | 1.3411 | 1.1581 |
278
- | No log | 64.8571 | 454 | 1.2768 | 0.3195 | 1.2768 | 1.1300 |
279
- | No log | 65.1429 | 456 | 1.1819 | 0.2161 | 1.1819 | 1.0871 |
280
- | No log | 65.4286 | 458 | 1.1665 | 0.2056 | 1.1665 | 1.0800 |
281
- | No log | 65.7143 | 460 | 1.2015 | 0.2161 | 1.2015 | 1.0961 |
282
- | No log | 66.0 | 462 | 1.2804 | 0.2851 | 1.2804 | 1.1315 |
283
- | No log | 66.2857 | 464 | 1.3694 | 0.3538 | 1.3694 | 1.1702 |
284
- | No log | 66.5714 | 466 | 1.4476 | 0.2900 | 1.4476 | 1.2032 |
285
- | No log | 66.8571 | 468 | 1.4908 | 0.1729 | 1.4908 | 1.2210 |
286
- | No log | 67.1429 | 470 | 1.4481 | 0.2839 | 1.4481 | 1.2034 |
287
- | No log | 67.4286 | 472 | 1.3659 | 0.3361 | 1.3659 | 1.1687 |
288
- | No log | 67.7143 | 474 | 1.2822 | 0.2953 | 1.2822 | 1.1323 |
289
- | No log | 68.0 | 476 | 1.2007 | 0.2166 | 1.2007 | 1.0957 |
290
- | No log | 68.2857 | 478 | 1.1649 | 0.1873 | 1.1649 | 1.0793 |
291
- | No log | 68.5714 | 480 | 1.1820 | 0.2270 | 1.1820 | 1.0872 |
292
- | No log | 68.8571 | 482 | 1.2222 | 0.2588 | 1.2222 | 1.1055 |
293
- | No log | 69.1429 | 484 | 1.2719 | 0.2550 | 1.2719 | 1.1278 |
294
- | No log | 69.4286 | 486 | 1.3072 | 0.2451 | 1.3072 | 1.1433 |
295
- | No log | 69.7143 | 488 | 1.3546 | 0.3289 | 1.3546 | 1.1639 |
296
- | No log | 70.0 | 490 | 1.4170 | 0.3172 | 1.4170 | 1.1904 |
297
- | No log | 70.2857 | 492 | 1.4202 | 0.3172 | 1.4202 | 1.1917 |
298
- | No log | 70.5714 | 494 | 1.3636 | 0.3289 | 1.3636 | 1.1677 |
299
- | No log | 70.8571 | 496 | 1.3567 | 0.3289 | 1.3567 | 1.1648 |
300
- | No log | 71.1429 | 498 | 1.3713 | 0.3289 | 1.3713 | 1.1710 |
301
- | 0.2446 | 71.4286 | 500 | 1.3460 | 0.3289 | 1.3460 | 1.1602 |
302
- | 0.2446 | 71.7143 | 502 | 1.3421 | 0.3025 | 1.3421 | 1.1585 |
303
- | 0.2446 | 72.0 | 504 | 1.3408 | 0.3025 | 1.3408 | 1.1579 |
304
- | 0.2446 | 72.2857 | 506 | 1.3393 | 0.3025 | 1.3393 | 1.1573 |
305
- | 0.2446 | 72.5714 | 508 | 1.3402 | 0.3361 | 1.3402 | 1.1577 |
306
- | 0.2446 | 72.8571 | 510 | 1.3646 | 0.3361 | 1.3646 | 1.1681 |
307
- | 0.2446 | 73.1429 | 512 | 1.4112 | 0.3617 | 1.4112 | 1.1880 |
308
- | 0.2446 | 73.4286 | 514 | 1.4184 | 0.3617 | 1.4184 | 1.1910 |
309
- | 0.2446 | 73.7143 | 516 | 1.4268 | 0.3238 | 1.4268 | 1.1945 |
310
- | 0.2446 | 74.0 | 518 | 1.4127 | 0.3617 | 1.4127 | 1.1886 |
311
- | 0.2446 | 74.2857 | 520 | 1.3732 | 0.3289 | 1.3732 | 1.1719 |
312
- | 0.2446 | 74.5714 | 522 | 1.3242 | 0.3025 | 1.3242 | 1.1508 |
313
- | 0.2446 | 74.8571 | 524 | 1.2855 | 0.3195 | 1.2855 | 1.1338 |
314
- | 0.2446 | 75.1429 | 526 | 1.2602 | 0.3195 | 1.2602 | 1.1226 |
315
- | 0.2446 | 75.4286 | 528 | 1.2611 | 0.2916 | 1.2611 | 1.1230 |
316
 
317
 
318
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6511
19
+ - Qwk: 0.6282
20
+ - Mse: 0.6511
21
+ - Rmse: 0.8069
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 3.9762 | -0.0215 | 3.9762 | 1.9940 |
53
+ | No log | 0.8 | 4 | 2.2024 | 0.0364 | 2.2024 | 1.4841 |
54
+ | No log | 1.2 | 6 | 1.4057 | -0.0032 | 1.4057 | 1.1856 |
55
+ | No log | 1.6 | 8 | 1.0561 | 0.2492 | 1.0561 | 1.0277 |
56
+ | No log | 2.0 | 10 | 1.0800 | 0.1954 | 1.0800 | 1.0392 |
57
+ | No log | 2.4 | 12 | 1.2103 | 0.1740 | 1.2103 | 1.1001 |
58
+ | No log | 2.8 | 14 | 1.1838 | 0.1549 | 1.1838 | 1.0880 |
59
+ | No log | 3.2 | 16 | 1.1883 | 0.0581 | 1.1883 | 1.0901 |
60
+ | No log | 3.6 | 18 | 1.1096 | 0.0970 | 1.1096 | 1.0534 |
61
+ | No log | 4.0 | 20 | 0.9699 | 0.2217 | 0.9699 | 0.9848 |
62
+ | No log | 4.4 | 22 | 0.8842 | 0.2991 | 0.8842 | 0.9403 |
63
+ | No log | 4.8 | 24 | 0.8356 | 0.3548 | 0.8356 | 0.9141 |
64
+ | No log | 5.2 | 26 | 0.8785 | 0.3665 | 0.8785 | 0.9373 |
65
+ | No log | 5.6 | 28 | 0.8865 | 0.4224 | 0.8865 | 0.9415 |
66
+ | No log | 6.0 | 30 | 1.1173 | 0.4167 | 1.1173 | 1.0570 |
67
+ | No log | 6.4 | 32 | 1.2503 | 0.4228 | 1.2503 | 1.1182 |
68
+ | No log | 6.8 | 34 | 0.8260 | 0.5362 | 0.8260 | 0.9088 |
69
+ | No log | 7.2 | 36 | 0.7337 | 0.6263 | 0.7337 | 0.8565 |
70
+ | No log | 7.6 | 38 | 0.7135 | 0.6435 | 0.7135 | 0.8447 |
71
+ | No log | 8.0 | 40 | 0.7085 | 0.6044 | 0.7085 | 0.8417 |
72
+ | No log | 8.4 | 42 | 0.7487 | 0.6062 | 0.7487 | 0.8653 |
73
+ | No log | 8.8 | 44 | 0.6951 | 0.5969 | 0.6951 | 0.8337 |
74
+ | No log | 9.2 | 46 | 0.6975 | 0.6167 | 0.6975 | 0.8351 |
75
+ | No log | 9.6 | 48 | 0.8367 | 0.5141 | 0.8367 | 0.9147 |
76
+ | No log | 10.0 | 50 | 0.9321 | 0.4609 | 0.9321 | 0.9654 |
77
+ | No log | 10.4 | 52 | 0.7445 | 0.5438 | 0.7445 | 0.8628 |
78
+ | No log | 10.8 | 54 | 0.8091 | 0.5304 | 0.8091 | 0.8995 |
79
+ | No log | 11.2 | 56 | 1.0223 | 0.5150 | 1.0223 | 1.0111 |
80
+ | No log | 11.6 | 58 | 0.8966 | 0.5705 | 0.8966 | 0.9469 |
81
+ | No log | 12.0 | 60 | 0.7220 | 0.6095 | 0.7220 | 0.8497 |
82
+ | No log | 12.4 | 62 | 0.9668 | 0.4777 | 0.9668 | 0.9833 |
83
+ | No log | 12.8 | 64 | 0.9772 | 0.4976 | 0.9772 | 0.9885 |
84
+ | No log | 13.2 | 66 | 0.7478 | 0.5418 | 0.7478 | 0.8648 |
85
+ | No log | 13.6 | 68 | 0.7346 | 0.5787 | 0.7346 | 0.8571 |
86
+ | No log | 14.0 | 70 | 0.8888 | 0.5697 | 0.8888 | 0.9427 |
87
+ | No log | 14.4 | 72 | 0.8498 | 0.6057 | 0.8498 | 0.9219 |
88
+ | No log | 14.8 | 74 | 0.6658 | 0.6365 | 0.6658 | 0.8159 |
89
+ | No log | 15.2 | 76 | 0.6726 | 0.5513 | 0.6726 | 0.8201 |
90
+ | No log | 15.6 | 78 | 0.6504 | 0.5909 | 0.6504 | 0.8065 |
91
+ | No log | 16.0 | 80 | 0.6412 | 0.6001 | 0.6412 | 0.8007 |
92
+ | No log | 16.4 | 82 | 0.6583 | 0.5487 | 0.6583 | 0.8114 |
93
+ | No log | 16.8 | 84 | 0.6990 | 0.5093 | 0.6990 | 0.8361 |
94
+ | No log | 17.2 | 86 | 0.6921 | 0.5548 | 0.6921 | 0.8320 |
95
+ | No log | 17.6 | 88 | 0.6598 | 0.5735 | 0.6598 | 0.8123 |
96
+ | No log | 18.0 | 90 | 0.6587 | 0.6094 | 0.6587 | 0.8116 |
97
+ | No log | 18.4 | 92 | 0.6448 | 0.5923 | 0.6448 | 0.8030 |
98
+ | No log | 18.8 | 94 | 0.7203 | 0.5665 | 0.7203 | 0.8487 |
99
+ | No log | 19.2 | 96 | 0.8682 | 0.4957 | 0.8682 | 0.9318 |
100
+ | No log | 19.6 | 98 | 0.7489 | 0.5560 | 0.7489 | 0.8654 |
101
+ | No log | 20.0 | 100 | 0.6650 | 0.5865 | 0.6650 | 0.8154 |
102
+ | No log | 20.4 | 102 | 0.6413 | 0.5923 | 0.6413 | 0.8008 |
103
+ | No log | 20.8 | 104 | 0.6670 | 0.5856 | 0.6670 | 0.8167 |
104
+ | No log | 21.2 | 106 | 0.7162 | 0.5219 | 0.7162 | 0.8463 |
105
+ | No log | 21.6 | 108 | 0.7238 | 0.4984 | 0.7238 | 0.8508 |
106
+ | No log | 22.0 | 110 | 0.6787 | 0.5505 | 0.6787 | 0.8239 |
107
+ | No log | 22.4 | 112 | 0.7410 | 0.6047 | 0.7410 | 0.8608 |
108
+ | No log | 22.8 | 114 | 0.7715 | 0.5989 | 0.7715 | 0.8783 |
109
+ | No log | 23.2 | 116 | 0.7061 | 0.5842 | 0.7061 | 0.8403 |
110
+ | No log | 23.6 | 118 | 0.7142 | 0.5300 | 0.7142 | 0.8451 |
111
+ | No log | 24.0 | 120 | 0.7270 | 0.4736 | 0.7270 | 0.8527 |
112
+ | No log | 24.4 | 122 | 0.6905 | 0.5747 | 0.6905 | 0.8310 |
113
+ | No log | 24.8 | 124 | 0.6932 | 0.5809 | 0.6932 | 0.8326 |
114
+ | No log | 25.2 | 126 | 0.6898 | 0.5809 | 0.6898 | 0.8305 |
115
+ | No log | 25.6 | 128 | 0.6799 | 0.5713 | 0.6799 | 0.8246 |
116
+ | No log | 26.0 | 130 | 0.6886 | 0.6049 | 0.6886 | 0.8298 |
117
+ | No log | 26.4 | 132 | 0.6991 | 0.6060 | 0.6991 | 0.8361 |
118
+ | No log | 26.8 | 134 | 0.6791 | 0.5796 | 0.6791 | 0.8241 |
119
+ | No log | 27.2 | 136 | 0.6829 | 0.5975 | 0.6829 | 0.8264 |
120
+ | No log | 27.6 | 138 | 0.6917 | 0.5774 | 0.6917 | 0.8317 |
121
+ | No log | 28.0 | 140 | 0.6872 | 0.5898 | 0.6872 | 0.8290 |
122
+ | No log | 28.4 | 142 | 0.7203 | 0.5080 | 0.7203 | 0.8487 |
123
+ | No log | 28.8 | 144 | 0.7219 | 0.4947 | 0.7219 | 0.8497 |
124
+ | No log | 29.2 | 146 | 0.7094 | 0.6096 | 0.7094 | 0.8423 |
125
+ | No log | 29.6 | 148 | 0.7171 | 0.5734 | 0.7171 | 0.8468 |
126
+ | No log | 30.0 | 150 | 0.7056 | 0.5622 | 0.7056 | 0.8400 |
127
+ | No log | 30.4 | 152 | 0.7090 | 0.5517 | 0.7090 | 0.8420 |
128
+ | No log | 30.8 | 154 | 0.7024 | 0.5714 | 0.7024 | 0.8381 |
129
+ | No log | 31.2 | 156 | 0.7289 | 0.6144 | 0.7289 | 0.8537 |
130
+ | No log | 31.6 | 158 | 0.7446 | 0.5826 | 0.7446 | 0.8629 |
131
+ | No log | 32.0 | 160 | 0.7022 | 0.6246 | 0.7022 | 0.8380 |
132
+ | No log | 32.4 | 162 | 0.6788 | 0.6237 | 0.6788 | 0.8239 |
133
+ | No log | 32.8 | 164 | 0.6709 | 0.6177 | 0.6709 | 0.8191 |
134
+ | No log | 33.2 | 166 | 0.6971 | 0.6337 | 0.6971 | 0.8349 |
135
+ | No log | 33.6 | 168 | 0.7086 | 0.5959 | 0.7086 | 0.8418 |
136
+ | No log | 34.0 | 170 | 0.6878 | 0.5844 | 0.6878 | 0.8293 |
137
+ | No log | 34.4 | 172 | 0.6568 | 0.5932 | 0.6568 | 0.8104 |
138
+ | No log | 34.8 | 174 | 0.6410 | 0.6054 | 0.6410 | 0.8006 |
139
+ | No log | 35.2 | 176 | 0.6491 | 0.5315 | 0.6491 | 0.8057 |
140
+ | No log | 35.6 | 178 | 0.6484 | 0.6065 | 0.6484 | 0.8052 |
141
+ | No log | 36.0 | 180 | 0.6809 | 0.5986 | 0.6809 | 0.8252 |
142
+ | No log | 36.4 | 182 | 0.7011 | 0.5959 | 0.7011 | 0.8373 |
143
+ | No log | 36.8 | 184 | 0.6779 | 0.6187 | 0.6779 | 0.8233 |
144
+ | No log | 37.2 | 186 | 0.6562 | 0.6011 | 0.6562 | 0.8101 |
145
+ | No log | 37.6 | 188 | 0.6623 | 0.6278 | 0.6623 | 0.8138 |
146
+ | No log | 38.0 | 190 | 0.6644 | 0.6278 | 0.6644 | 0.8151 |
147
+ | No log | 38.4 | 192 | 0.6595 | 0.5939 | 0.6595 | 0.8121 |
148
+ | No log | 38.8 | 194 | 0.6593 | 0.5955 | 0.6593 | 0.8120 |
149
+ | No log | 39.2 | 196 | 0.6572 | 0.5735 | 0.6572 | 0.8107 |
150
+ | No log | 39.6 | 198 | 0.6429 | 0.6427 | 0.6429 | 0.8018 |
151
+ | No log | 40.0 | 200 | 0.6329 | 0.6470 | 0.6329 | 0.7956 |
152
+ | No log | 40.4 | 202 | 0.6357 | 0.6610 | 0.6357 | 0.7973 |
153
+ | No log | 40.8 | 204 | 0.6229 | 0.6237 | 0.6229 | 0.7892 |
154
+ | No log | 41.2 | 206 | 0.6525 | 0.6125 | 0.6525 | 0.8078 |
155
+ | No log | 41.6 | 208 | 0.6579 | 0.6278 | 0.6579 | 0.8111 |
156
+ | No log | 42.0 | 210 | 0.6346 | 0.6049 | 0.6346 | 0.7966 |
157
+ | No log | 42.4 | 212 | 0.6258 | 0.6097 | 0.6258 | 0.7911 |
158
+ | No log | 42.8 | 214 | 0.6264 | 0.6296 | 0.6264 | 0.7914 |
159
+ | No log | 43.2 | 216 | 0.6668 | 0.6315 | 0.6668 | 0.8166 |
160
+ | No log | 43.6 | 218 | 0.7135 | 0.6319 | 0.7135 | 0.8447 |
161
+ | No log | 44.0 | 220 | 0.6943 | 0.6567 | 0.6943 | 0.8332 |
162
+ | No log | 44.4 | 222 | 0.6326 | 0.6488 | 0.6326 | 0.7954 |
163
+ | No log | 44.8 | 224 | 0.6283 | 0.6049 | 0.6283 | 0.7926 |
164
+ | No log | 45.2 | 226 | 0.6348 | 0.6049 | 0.6348 | 0.7967 |
165
+ | No log | 45.6 | 228 | 0.6342 | 0.6658 | 0.6342 | 0.7964 |
166
+ | No log | 46.0 | 230 | 0.6525 | 0.6634 | 0.6525 | 0.8078 |
167
+ | No log | 46.4 | 232 | 0.6503 | 0.6634 | 0.6503 | 0.8064 |
168
+ | No log | 46.8 | 234 | 0.6429 | 0.6154 | 0.6429 | 0.8018 |
169
+ | No log | 47.2 | 236 | 0.6446 | 0.6049 | 0.6446 | 0.8028 |
170
+ | No log | 47.6 | 238 | 0.6463 | 0.6658 | 0.6463 | 0.8039 |
171
+ | No log | 48.0 | 240 | 0.6556 | 0.5954 | 0.6556 | 0.8097 |
172
+ | No log | 48.4 | 242 | 0.6574 | 0.6055 | 0.6574 | 0.8108 |
173
+ | No log | 48.8 | 244 | 0.6462 | 0.5980 | 0.6462 | 0.8039 |
174
+ | No log | 49.2 | 246 | 0.6392 | 0.6547 | 0.6392 | 0.7995 |
175
+ | No log | 49.6 | 248 | 0.6408 | 0.6118 | 0.6408 | 0.8005 |
176
+ | No log | 50.0 | 250 | 0.6440 | 0.5902 | 0.6440 | 0.8025 |
177
+ | No log | 50.4 | 252 | 0.6757 | 0.5944 | 0.6757 | 0.8220 |
178
+ | No log | 50.8 | 254 | 0.7011 | 0.6064 | 0.7011 | 0.8373 |
179
+ | No log | 51.2 | 256 | 0.6975 | 0.6296 | 0.6975 | 0.8352 |
180
+ | No log | 51.6 | 258 | 0.6626 | 0.5866 | 0.6626 | 0.8140 |
181
+ | No log | 52.0 | 260 | 0.6481 | 0.6118 | 0.6481 | 0.8051 |
182
+ | No log | 52.4 | 262 | 0.6529 | 0.5771 | 0.6529 | 0.8080 |
183
+ | No log | 52.8 | 264 | 0.6501 | 0.6087 | 0.6501 | 0.8063 |
184
+ | No log | 53.2 | 266 | 0.6486 | 0.6164 | 0.6486 | 0.8053 |
185
+ | No log | 53.6 | 268 | 0.6595 | 0.6066 | 0.6595 | 0.8121 |
186
+ | No log | 54.0 | 270 | 0.6594 | 0.5877 | 0.6594 | 0.8120 |
187
+ | No log | 54.4 | 272 | 0.6472 | 0.6154 | 0.6472 | 0.8045 |
188
+ | No log | 54.8 | 274 | 0.6413 | 0.6307 | 0.6413 | 0.8008 |
189
+ | No log | 55.2 | 276 | 0.6400 | 0.6307 | 0.6400 | 0.8000 |
190
+ | No log | 55.6 | 278 | 0.6423 | 0.6307 | 0.6423 | 0.8015 |
191
+ | No log | 56.0 | 280 | 0.6438 | 0.6307 | 0.6438 | 0.8024 |
192
+ | No log | 56.4 | 282 | 0.6442 | 0.6307 | 0.6442 | 0.8026 |
193
+ | No log | 56.8 | 284 | 0.6459 | 0.6307 | 0.6459 | 0.8037 |
194
+ | No log | 57.2 | 286 | 0.6474 | 0.6307 | 0.6474 | 0.8046 |
195
+ | No log | 57.6 | 288 | 0.6591 | 0.6054 | 0.6591 | 0.8118 |
196
+ | No log | 58.0 | 290 | 0.6571 | 0.5943 | 0.6571 | 0.8106 |
197
+ | No log | 58.4 | 292 | 0.6480 | 0.6307 | 0.6480 | 0.8050 |
198
+ | No log | 58.8 | 294 | 0.6564 | 0.5771 | 0.6564 | 0.8102 |
199
+ | No log | 59.2 | 296 | 0.6680 | 0.5650 | 0.6680 | 0.8173 |
200
+ | No log | 59.6 | 298 | 0.6583 | 0.5650 | 0.6583 | 0.8114 |
201
+ | No log | 60.0 | 300 | 0.6412 | 0.6307 | 0.6412 | 0.8008 |
202
+ | No log | 60.4 | 302 | 0.6565 | 0.6301 | 0.6565 | 0.8102 |
203
+ | No log | 60.8 | 304 | 0.7007 | 0.6218 | 0.7007 | 0.8371 |
204
+ | No log | 61.2 | 306 | 0.7337 | 0.6218 | 0.7337 | 0.8566 |
205
+ | No log | 61.6 | 308 | 0.7267 | 0.6218 | 0.7267 | 0.8525 |
206
+ | No log | 62.0 | 310 | 0.6945 | 0.6063 | 0.6945 | 0.8334 |
207
+ | No log | 62.4 | 312 | 0.6680 | 0.5866 | 0.6680 | 0.8173 |
208
+ | No log | 62.8 | 314 | 0.6570 | 0.5980 | 0.6570 | 0.8106 |
209
+ | No log | 63.2 | 316 | 0.6535 | 0.6007 | 0.6535 | 0.8084 |
210
+ | No log | 63.6 | 318 | 0.6558 | 0.5980 | 0.6558 | 0.8098 |
211
+ | No log | 64.0 | 320 | 0.6680 | 0.6138 | 0.6680 | 0.8173 |
212
+ | No log | 64.4 | 322 | 0.6808 | 0.6028 | 0.6808 | 0.8251 |
213
+ | No log | 64.8 | 324 | 0.6747 | 0.5954 | 0.6747 | 0.8214 |
214
+ | No log | 65.2 | 326 | 0.6593 | 0.6177 | 0.6593 | 0.8120 |
215
+ | No log | 65.6 | 328 | 0.6524 | 0.6076 | 0.6524 | 0.8077 |
216
+ | No log | 66.0 | 330 | 0.6529 | 0.6144 | 0.6529 | 0.8080 |
217
+ | No log | 66.4 | 332 | 0.6547 | 0.6330 | 0.6547 | 0.8091 |
218
+ | No log | 66.8 | 334 | 0.6565 | 0.6330 | 0.6565 | 0.8103 |
219
+ | No log | 67.2 | 336 | 0.6610 | 0.6157 | 0.6610 | 0.8130 |
220
+ | No log | 67.6 | 338 | 0.6701 | 0.6048 | 0.6701 | 0.8186 |
221
+ | No log | 68.0 | 340 | 0.6827 | 0.6365 | 0.6827 | 0.8262 |
222
+ | No log | 68.4 | 342 | 0.6852 | 0.6365 | 0.6852 | 0.8278 |
223
+ | No log | 68.8 | 344 | 0.6751 | 0.6032 | 0.6751 | 0.8217 |
224
+ | No log | 69.2 | 346 | 0.6710 | 0.6058 | 0.6710 | 0.8192 |
225
+ | No log | 69.6 | 348 | 0.6770 | 0.6535 | 0.6770 | 0.8228 |
226
+ | No log | 70.0 | 350 | 0.6981 | 0.6225 | 0.6981 | 0.8355 |
227
+ | No log | 70.4 | 352 | 0.7189 | 0.5618 | 0.7189 | 0.8479 |
228
+ | No log | 70.8 | 354 | 0.7100 | 0.6025 | 0.7100 | 0.8426 |
229
+ | No log | 71.2 | 356 | 0.6840 | 0.6225 | 0.6840 | 0.8271 |
230
+ | No log | 71.6 | 358 | 0.6582 | 0.6374 | 0.6582 | 0.8113 |
231
+ | No log | 72.0 | 360 | 0.6521 | 0.6144 | 0.6521 | 0.8075 |
232
+ | No log | 72.4 | 362 | 0.6596 | 0.6129 | 0.6596 | 0.8122 |
233
+ | No log | 72.8 | 364 | 0.6682 | 0.6493 | 0.6682 | 0.8174 |
234
+ | No log | 73.2 | 366 | 0.6669 | 0.6356 | 0.6669 | 0.8166 |
235
+ | No log | 73.6 | 368 | 0.6559 | 0.6307 | 0.6559 | 0.8099 |
236
+ | No log | 74.0 | 370 | 0.6515 | 0.6175 | 0.6515 | 0.8071 |
237
+ | No log | 74.4 | 372 | 0.6565 | 0.5988 | 0.6565 | 0.8103 |
238
+ | No log | 74.8 | 374 | 0.6631 | 0.5988 | 0.6631 | 0.8143 |
239
+ | No log | 75.2 | 376 | 0.6614 | 0.5988 | 0.6614 | 0.8133 |
240
+ | No log | 75.6 | 378 | 0.6535 | 0.6409 | 0.6535 | 0.8084 |
241
+ | No log | 76.0 | 380 | 0.6515 | 0.6517 | 0.6515 | 0.8072 |
242
+ | No log | 76.4 | 382 | 0.6522 | 0.6374 | 0.6522 | 0.8076 |
243
+ | No log | 76.8 | 384 | 0.6524 | 0.6374 | 0.6524 | 0.8077 |
244
+ | No log | 77.2 | 386 | 0.6519 | 0.6374 | 0.6519 | 0.8074 |
245
+ | No log | 77.6 | 388 | 0.6536 | 0.6049 | 0.6536 | 0.8085 |
246
+ | No log | 78.0 | 390 | 0.6582 | 0.6078 | 0.6582 | 0.8113 |
247
+ | No log | 78.4 | 392 | 0.6716 | 0.5542 | 0.6716 | 0.8195 |
248
+ | No log | 78.8 | 394 | 0.6792 | 0.5542 | 0.6792 | 0.8241 |
249
+ | No log | 79.2 | 396 | 0.6718 | 0.5542 | 0.6718 | 0.8196 |
250
+ | No log | 79.6 | 398 | 0.6575 | 0.6049 | 0.6575 | 0.8109 |
251
+ | No log | 80.0 | 400 | 0.6496 | 0.6049 | 0.6496 | 0.8060 |
252
+ | No log | 80.4 | 402 | 0.6475 | 0.6049 | 0.6475 | 0.8047 |
253
+ | No log | 80.8 | 404 | 0.6463 | 0.6049 | 0.6463 | 0.8040 |
254
+ | No log | 81.2 | 406 | 0.6463 | 0.6049 | 0.6463 | 0.8040 |
255
+ | No log | 81.6 | 408 | 0.6457 | 0.6049 | 0.6457 | 0.8035 |
256
+ | No log | 82.0 | 410 | 0.6468 | 0.6097 | 0.6468 | 0.8042 |
257
+ | No log | 82.4 | 412 | 0.6498 | 0.6097 | 0.6498 | 0.8061 |
258
+ | No log | 82.8 | 414 | 0.6494 | 0.6097 | 0.6494 | 0.8059 |
259
+ | No log | 83.2 | 416 | 0.6464 | 0.6437 | 0.6464 | 0.8040 |
260
+ | No log | 83.6 | 418 | 0.6459 | 0.6437 | 0.6459 | 0.8037 |
261
+ | No log | 84.0 | 420 | 0.6448 | 0.6409 | 0.6448 | 0.8030 |
262
+ | No log | 84.4 | 422 | 0.6455 | 0.6409 | 0.6455 | 0.8034 |
263
+ | No log | 84.8 | 424 | 0.6459 | 0.6517 | 0.6459 | 0.8037 |
264
+ | No log | 85.2 | 426 | 0.6471 | 0.6479 | 0.6471 | 0.8044 |
265
+ | No log | 85.6 | 428 | 0.6489 | 0.6584 | 0.6489 | 0.8055 |
266
+ | No log | 86.0 | 430 | 0.6507 | 0.6584 | 0.6507 | 0.8067 |
267
+ | No log | 86.4 | 432 | 0.6500 | 0.6584 | 0.6500 | 0.8063 |
268
+ | No log | 86.8 | 434 | 0.6486 | 0.6479 | 0.6486 | 0.8053 |
269
+ | No log | 87.2 | 436 | 0.6478 | 0.6479 | 0.6478 | 0.8049 |
270
+ | No log | 87.6 | 438 | 0.6491 | 0.6409 | 0.6491 | 0.8057 |
271
+ | No log | 88.0 | 440 | 0.6509 | 0.6409 | 0.6509 | 0.8068 |
272
+ | No log | 88.4 | 442 | 0.6507 | 0.6409 | 0.6507 | 0.8066 |
273
+ | No log | 88.8 | 444 | 0.6492 | 0.6517 | 0.6492 | 0.8057 |
274
+ | No log | 89.2 | 446 | 0.6483 | 0.6517 | 0.6483 | 0.8052 |
275
+ | No log | 89.6 | 448 | 0.6493 | 0.6584 | 0.6493 | 0.8058 |
276
+ | No log | 90.0 | 450 | 0.6511 | 0.6433 | 0.6511 | 0.8069 |
277
+ | No log | 90.4 | 452 | 0.6519 | 0.6433 | 0.6519 | 0.8074 |
278
+ | No log | 90.8 | 454 | 0.6532 | 0.6433 | 0.6532 | 0.8082 |
279
+ | No log | 91.2 | 456 | 0.6531 | 0.6433 | 0.6531 | 0.8081 |
280
+ | No log | 91.6 | 458 | 0.6522 | 0.6433 | 0.6522 | 0.8076 |
281
+ | No log | 92.0 | 460 | 0.6507 | 0.6282 | 0.6507 | 0.8066 |
282
+ | No log | 92.4 | 462 | 0.6500 | 0.6282 | 0.6500 | 0.8062 |
283
+ | No log | 92.8 | 464 | 0.6503 | 0.6282 | 0.6503 | 0.8064 |
284
+ | No log | 93.2 | 466 | 0.6505 | 0.6282 | 0.6505 | 0.8065 |
285
+ | No log | 93.6 | 468 | 0.6507 | 0.6282 | 0.6507 | 0.8067 |
286
+ | No log | 94.0 | 470 | 0.6508 | 0.6282 | 0.6508 | 0.8067 |
287
+ | No log | 94.4 | 472 | 0.6508 | 0.6175 | 0.6508 | 0.8067 |
288
+ | No log | 94.8 | 474 | 0.6508 | 0.6175 | 0.6508 | 0.8067 |
289
+ | No log | 95.2 | 476 | 0.6507 | 0.6175 | 0.6507 | 0.8066 |
290
+ | No log | 95.6 | 478 | 0.6503 | 0.6517 | 0.6503 | 0.8064 |
291
+ | No log | 96.0 | 480 | 0.6501 | 0.6517 | 0.6501 | 0.8063 |
292
+ | No log | 96.4 | 482 | 0.6500 | 0.6175 | 0.6500 | 0.8062 |
293
+ | No log | 96.8 | 484 | 0.6501 | 0.6175 | 0.6501 | 0.8063 |
294
+ | No log | 97.2 | 486 | 0.6503 | 0.6175 | 0.6503 | 0.8064 |
295
+ | No log | 97.6 | 488 | 0.6506 | 0.6282 | 0.6506 | 0.8066 |
296
+ | No log | 98.0 | 490 | 0.6510 | 0.6282 | 0.6510 | 0.8069 |
297
+ | No log | 98.4 | 492 | 0.6511 | 0.6282 | 0.6511 | 0.8069 |
298
+ | No log | 98.8 | 494 | 0.6511 | 0.6282 | 0.6511 | 0.8069 |
299
+ | No log | 99.2 | 496 | 0.6511 | 0.6282 | 0.6511 | 0.8069 |
300
+ | No log | 99.6 | 498 | 0.6511 | 0.6282 | 0.6511 | 0.8069 |
301
+ | 0.1601 | 100.0 | 500 | 0.6511 | 0.6282 | 0.6511 | 0.8069 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
302
 
303
 
304
  ### Framework versions
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