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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task5_organization

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Training in progress, step 500

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  1. README.md +271 -275
  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_k7_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_k7_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: 1.0386
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- - Qwk: 0.2647
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- - Mse: 1.0386
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- - Rmse: 1.0191
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  ## Model description
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@@ -49,275 +49,271 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0952 | 2 | 3.8802 | 0.0221 | 3.8802 | 1.9698 |
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- | No log | 0.1905 | 4 | 2.2997 | 0.0110 | 2.2997 | 1.5165 |
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- | No log | 0.2857 | 6 | 1.6132 | 0.0157 | 1.6132 | 1.2701 |
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- | No log | 0.3810 | 8 | 1.4945 | -0.0334 | 1.4945 | 1.2225 |
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- | No log | 0.4762 | 10 | 1.5803 | 0.0073 | 1.5803 | 1.2571 |
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- | No log | 0.5714 | 12 | 1.2313 | 0.1270 | 1.2313 | 1.1096 |
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- | No log | 0.6667 | 14 | 1.3305 | 0.1573 | 1.3305 | 1.1535 |
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- | No log | 0.7619 | 16 | 1.2765 | 0.1201 | 1.2765 | 1.1298 |
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- | No log | 0.8571 | 18 | 1.4233 | 0.0380 | 1.4233 | 1.1930 |
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- | No log | 0.9524 | 20 | 1.4688 | 0.0 | 1.4688 | 1.2120 |
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- | No log | 1.0476 | 22 | 1.7095 | 0.0143 | 1.7095 | 1.3075 |
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- | No log | 1.1429 | 24 | 1.7306 | 0.0143 | 1.7306 | 1.3155 |
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- | No log | 1.2381 | 26 | 1.5405 | 0.0 | 1.5405 | 1.2412 |
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- | No log | 1.3333 | 28 | 1.3429 | 0.0380 | 1.3429 | 1.1588 |
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- | No log | 1.4286 | 30 | 1.1953 | 0.1537 | 1.1953 | 1.0933 |
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- | No log | 1.5238 | 32 | 1.3475 | 0.0139 | 1.3475 | 1.1608 |
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- | No log | 1.6190 | 34 | 1.9696 | 0.0348 | 1.9696 | 1.4034 |
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- | No log | 1.7143 | 36 | 2.0494 | 0.0631 | 2.0494 | 1.4316 |
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- | No log | 1.8095 | 38 | 1.5421 | -0.0204 | 1.5421 | 1.2418 |
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- | No log | 1.9048 | 40 | 1.1823 | 0.1313 | 1.1823 | 1.0873 |
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- | No log | 2.0 | 42 | 1.1459 | 0.1408 | 1.1459 | 1.0704 |
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- | No log | 2.0952 | 44 | 1.1903 | 0.1773 | 1.1903 | 1.0910 |
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- | No log | 2.1905 | 46 | 1.2517 | 0.1207 | 1.2517 | 1.1188 |
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- | No log | 2.2857 | 48 | 1.4833 | 0.1860 | 1.4833 | 1.2179 |
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- | No log | 2.3810 | 50 | 1.7514 | 0.0348 | 1.7514 | 1.3234 |
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- | No log | 2.4762 | 52 | 1.7551 | 0.0247 | 1.7551 | 1.3248 |
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- | No log | 2.5714 | 54 | 1.5258 | 0.1598 | 1.5258 | 1.2352 |
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- | No log | 2.6667 | 56 | 1.2943 | 0.1114 | 1.2943 | 1.1377 |
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- | No log | 2.7619 | 58 | 1.1721 | 0.1176 | 1.1721 | 1.0826 |
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- | No log | 2.8571 | 60 | 1.2178 | 0.1296 | 1.2178 | 1.1036 |
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- | No log | 2.9524 | 62 | 1.3873 | 0.2372 | 1.3873 | 1.1778 |
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- | No log | 3.0476 | 64 | 1.4288 | 0.1039 | 1.4288 | 1.1953 |
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- | No log | 3.1429 | 66 | 1.5747 | 0.2175 | 1.5747 | 1.2549 |
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- | No log | 3.2381 | 68 | 1.5175 | 0.1265 | 1.5175 | 1.2319 |
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- | No log | 3.3333 | 70 | 1.4742 | 0.1541 | 1.4742 | 1.2142 |
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- | No log | 3.4286 | 72 | 1.3909 | 0.1593 | 1.3909 | 1.1794 |
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- | No log | 3.5238 | 74 | 1.2867 | 0.2779 | 1.2867 | 1.1343 |
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- | No log | 3.6190 | 76 | 1.2438 | 0.1849 | 1.2438 | 1.1153 |
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- | No log | 3.7143 | 78 | 1.2382 | 0.1950 | 1.2382 | 1.1127 |
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- | No log | 3.8095 | 80 | 1.2588 | 0.2367 | 1.2588 | 1.1220 |
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- | No log | 3.9048 | 82 | 1.1392 | 0.2922 | 1.1392 | 1.0673 |
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- | No log | 4.0 | 84 | 1.1812 | 0.1579 | 1.1812 | 1.0868 |
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- | No log | 4.0952 | 86 | 1.1836 | 0.1463 | 1.1836 | 1.0879 |
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- | No log | 4.1905 | 88 | 1.1339 | 0.1334 | 1.1339 | 1.0648 |
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- | No log | 4.2857 | 90 | 1.1191 | 0.2447 | 1.1191 | 1.0579 |
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- | No log | 4.3810 | 92 | 1.1160 | 0.2063 | 1.1160 | 1.0564 |
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- | No log | 4.4762 | 94 | 1.1198 | 0.3343 | 1.1198 | 1.0582 |
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- | No log | 4.5714 | 96 | 1.1228 | 0.2447 | 1.1228 | 1.0596 |
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- | No log | 4.6667 | 98 | 1.1739 | 0.0751 | 1.1739 | 1.0835 |
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- | No log | 4.7619 | 100 | 1.2095 | 0.1604 | 1.2095 | 1.0998 |
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- | No log | 4.8571 | 102 | 1.2436 | 0.2347 | 1.2436 | 1.1152 |
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- | No log | 4.9524 | 104 | 1.2555 | 0.2001 | 1.2555 | 1.1205 |
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- | No log | 5.0476 | 106 | 1.3083 | 0.2141 | 1.3083 | 1.1438 |
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- | No log | 5.1429 | 108 | 1.2809 | 0.1707 | 1.2809 | 1.1318 |
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- | No log | 5.2381 | 110 | 1.2384 | 0.1506 | 1.2384 | 1.1129 |
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- | No log | 5.3333 | 112 | 1.3523 | 0.3068 | 1.3523 | 1.1629 |
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- | No log | 5.4286 | 114 | 1.2353 | 0.2512 | 1.2353 | 1.1114 |
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- | No log | 5.5238 | 116 | 1.1255 | 0.1623 | 1.1255 | 1.0609 |
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- | No log | 5.6190 | 118 | 1.0308 | 0.1834 | 1.0308 | 1.0153 |
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- | No log | 5.7143 | 120 | 0.9995 | 0.2842 | 0.9995 | 0.9998 |
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- | No log | 5.8095 | 122 | 0.9256 | 0.2767 | 0.9256 | 0.9621 |
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- | No log | 5.9048 | 124 | 0.8900 | 0.4051 | 0.8900 | 0.9434 |
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- | No log | 6.0 | 126 | 0.9486 | 0.4181 | 0.9486 | 0.9740 |
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- | No log | 6.0952 | 128 | 1.0317 | 0.3966 | 1.0317 | 1.0157 |
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- | No log | 6.1905 | 130 | 1.0057 | 0.4916 | 1.0057 | 1.0028 |
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- | No log | 6.2857 | 132 | 0.9239 | 0.4377 | 0.9239 | 0.9612 |
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- | No log | 6.3810 | 134 | 0.9559 | 0.3639 | 0.9559 | 0.9777 |
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- | No log | 6.4762 | 136 | 0.9525 | 0.3540 | 0.9525 | 0.9759 |
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- | No log | 6.5714 | 138 | 0.9700 | 0.3908 | 0.9700 | 0.9849 |
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- | No log | 6.6667 | 140 | 1.0488 | 0.3442 | 1.0488 | 1.0241 |
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- | No log | 6.7619 | 142 | 1.0438 | 0.3141 | 1.0438 | 1.0217 |
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- | No log | 6.8571 | 144 | 1.0197 | 0.3000 | 1.0197 | 1.0098 |
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- | No log | 6.9524 | 146 | 1.0868 | 0.2725 | 1.0868 | 1.0425 |
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- | No log | 7.0476 | 148 | 1.0876 | 0.2725 | 1.0876 | 1.0429 |
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- | No log | 7.1429 | 150 | 1.0799 | 0.3412 | 1.0799 | 1.0392 |
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- | No log | 7.2381 | 152 | 1.1815 | 0.3392 | 1.1815 | 1.0870 |
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- | No log | 7.3333 | 154 | 1.1994 | 0.3266 | 1.1994 | 1.0952 |
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- | No log | 7.4286 | 156 | 1.0844 | 0.4045 | 1.0844 | 1.0414 |
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- | No log | 7.5238 | 158 | 1.0552 | 0.3298 | 1.0552 | 1.0272 |
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- | No log | 7.6190 | 160 | 1.1703 | 0.2857 | 1.1703 | 1.0818 |
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- | No log | 7.7143 | 162 | 1.1071 | 0.3176 | 1.1071 | 1.0522 |
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- | No log | 7.8095 | 164 | 0.9131 | 0.4264 | 0.9131 | 0.9555 |
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- | No log | 7.9048 | 166 | 0.9223 | 0.4632 | 0.9223 | 0.9604 |
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- | No log | 8.0 | 168 | 0.9232 | 0.4872 | 0.9232 | 0.9608 |
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- | No log | 8.0952 | 170 | 0.8635 | 0.5139 | 0.8635 | 0.9293 |
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- | No log | 8.1905 | 172 | 0.8660 | 0.5261 | 0.8660 | 0.9306 |
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- | No log | 8.2857 | 174 | 0.8844 | 0.4269 | 0.8844 | 0.9404 |
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- | No log | 8.3810 | 176 | 0.8999 | 0.4269 | 0.8999 | 0.9486 |
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- | No log | 8.4762 | 178 | 0.9438 | 0.3797 | 0.9438 | 0.9715 |
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- | No log | 8.5714 | 180 | 0.9643 | 0.3661 | 0.9643 | 0.9820 |
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- | No log | 8.6667 | 182 | 0.9826 | 0.3485 | 0.9826 | 0.9913 |
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- | No log | 8.7619 | 184 | 1.0413 | 0.3525 | 1.0413 | 1.0204 |
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- | No log | 8.8571 | 186 | 1.0953 | 0.3633 | 1.0953 | 1.0466 |
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- | No log | 8.9524 | 188 | 1.1421 | 0.2932 | 1.1421 | 1.0687 |
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- | No log | 9.0476 | 190 | 1.0971 | 0.3263 | 1.0971 | 1.0474 |
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- | No log | 9.1429 | 192 | 1.0590 | 0.2963 | 1.0590 | 1.0291 |
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- | No log | 9.2381 | 194 | 1.0246 | 0.3343 | 1.0246 | 1.0122 |
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- | No log | 9.3333 | 196 | 0.9687 | 0.3552 | 0.9687 | 0.9842 |
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- | No log | 9.4286 | 198 | 0.9096 | 0.4141 | 0.9096 | 0.9537 |
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- | No log | 9.5238 | 200 | 0.8956 | 0.4888 | 0.8956 | 0.9463 |
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- | No log | 9.6190 | 202 | 0.8769 | 0.4774 | 0.8769 | 0.9364 |
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- | No log | 9.7143 | 204 | 0.8653 | 0.4417 | 0.8653 | 0.9302 |
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- | No log | 9.8095 | 206 | 0.8736 | 0.4676 | 0.8736 | 0.9347 |
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- | No log | 9.9048 | 208 | 0.9311 | 0.4267 | 0.9311 | 0.9649 |
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- | No log | 10.0 | 210 | 0.9913 | 0.4066 | 0.9913 | 0.9956 |
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- | No log | 10.0952 | 212 | 0.9108 | 0.4050 | 0.9108 | 0.9543 |
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- | No log | 10.1905 | 214 | 0.8622 | 0.5002 | 0.8622 | 0.9285 |
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- | No log | 10.2857 | 216 | 0.9165 | 0.3939 | 0.9165 | 0.9573 |
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- | No log | 10.3810 | 218 | 0.9673 | 0.2559 | 0.9673 | 0.9835 |
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- | No log | 10.4762 | 220 | 0.9567 | 0.3243 | 0.9567 | 0.9781 |
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- | No log | 10.5714 | 222 | 0.9521 | 0.3172 | 0.9521 | 0.9758 |
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- | No log | 10.6667 | 224 | 0.9683 | 0.3117 | 0.9683 | 0.9840 |
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- | No log | 10.7619 | 226 | 0.9666 | 0.3059 | 0.9666 | 0.9832 |
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- | No log | 10.8571 | 228 | 0.9849 | 0.3448 | 0.9849 | 0.9924 |
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- | No log | 10.9524 | 230 | 0.9881 | 0.3059 | 0.9881 | 0.9940 |
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- | No log | 11.0476 | 232 | 1.0028 | 0.2697 | 1.0028 | 1.0014 |
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- | No log | 11.1429 | 234 | 1.0528 | 0.3369 | 1.0528 | 1.0261 |
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- | No log | 11.2381 | 236 | 1.0963 | 0.3330 | 1.0963 | 1.0470 |
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- | No log | 11.3333 | 238 | 1.0831 | 0.3369 | 1.0831 | 1.0407 |
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- | No log | 11.4286 | 240 | 1.0743 | 0.2742 | 1.0743 | 1.0365 |
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- | No log | 11.5238 | 242 | 1.0696 | 0.2871 | 1.0696 | 1.0342 |
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- | No log | 11.6190 | 244 | 1.0563 | 0.2565 | 1.0563 | 1.0278 |
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- | No log | 11.7143 | 246 | 1.0672 | 0.2998 | 1.0672 | 1.0331 |
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- | No log | 11.8095 | 248 | 1.0691 | 0.2879 | 1.0691 | 1.0340 |
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- | No log | 11.9048 | 250 | 1.0807 | 0.1727 | 1.0807 | 1.0396 |
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- | No log | 12.0 | 252 | 1.1170 | 0.2245 | 1.1170 | 1.0569 |
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- | No log | 12.0952 | 254 | 1.1552 | 0.2157 | 1.1552 | 1.0748 |
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- | No log | 12.1905 | 256 | 1.1258 | 0.2245 | 1.1258 | 1.0611 |
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- | No log | 12.2857 | 258 | 1.1392 | 0.2463 | 1.1392 | 1.0673 |
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- | No log | 12.3810 | 260 | 1.1349 | 0.2556 | 1.1349 | 1.0653 |
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- | No log | 12.4762 | 262 | 1.1064 | 0.2982 | 1.1064 | 1.0518 |
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- | No log | 12.5714 | 264 | 1.1143 | 0.2650 | 1.1143 | 1.0556 |
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- | No log | 12.6667 | 266 | 1.1472 | 0.3269 | 1.1472 | 1.0711 |
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- | No log | 12.7619 | 268 | 1.1610 | 0.2843 | 1.1610 | 1.0775 |
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- | No log | 12.8571 | 270 | 1.1024 | 0.2168 | 1.1024 | 1.0499 |
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- | No log | 12.9524 | 272 | 1.0519 | 0.3243 | 1.0519 | 1.0256 |
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- | No log | 13.0476 | 274 | 1.0676 | 0.3243 | 1.0676 | 1.0333 |
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- | No log | 13.1429 | 276 | 1.0855 | 0.2982 | 1.0855 | 1.0419 |
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- | No log | 13.2381 | 278 | 1.0806 | 0.3093 | 1.0806 | 1.0395 |
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- | No log | 13.3333 | 280 | 1.1081 | 0.2554 | 1.1081 | 1.0527 |
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- | No log | 13.4286 | 282 | 1.2027 | 0.1254 | 1.2027 | 1.0967 |
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- | No log | 13.5238 | 284 | 1.2312 | 0.1615 | 1.2312 | 1.1096 |
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- | No log | 13.6190 | 286 | 1.1368 | 0.1291 | 1.1368 | 1.0662 |
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- | No log | 13.7143 | 288 | 1.0627 | 0.2486 | 1.0627 | 1.0309 |
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- | No log | 13.8095 | 290 | 1.0467 | 0.1852 | 1.0467 | 1.0231 |
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- | No log | 13.9048 | 292 | 1.0287 | 0.3378 | 1.0287 | 1.0142 |
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- | No log | 14.0 | 294 | 1.0156 | 0.2025 | 1.0156 | 1.0078 |
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- | No log | 14.0952 | 296 | 1.0368 | 0.2850 | 1.0368 | 1.0183 |
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- | No log | 14.1905 | 298 | 1.0131 | 0.2255 | 1.0131 | 1.0065 |
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- | No log | 14.2857 | 300 | 1.0057 | 0.3243 | 1.0057 | 1.0029 |
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- | No log | 14.3810 | 302 | 1.0044 | 0.3087 | 1.0044 | 1.0022 |
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- | No log | 14.4762 | 304 | 1.0064 | 0.3072 | 1.0064 | 1.0032 |
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- | No log | 14.5714 | 306 | 1.0588 | 0.2871 | 1.0588 | 1.0290 |
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- | No log | 14.6667 | 308 | 1.0631 | 0.2984 | 1.0631 | 1.0311 |
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- | No log | 14.7619 | 310 | 1.0251 | 0.2673 | 1.0251 | 1.0125 |
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- | No log | 14.8571 | 312 | 1.0222 | 0.2993 | 1.0222 | 1.0110 |
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- | No log | 14.9524 | 314 | 1.0183 | 0.2857 | 1.0183 | 1.0091 |
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- | No log | 15.0476 | 316 | 1.0150 | 0.3427 | 1.0150 | 1.0075 |
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- | No log | 15.1429 | 318 | 1.0367 | 0.3373 | 1.0367 | 1.0182 |
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- | No log | 15.2381 | 320 | 1.0335 | 0.3485 | 1.0335 | 1.0166 |
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- | No log | 15.3333 | 322 | 1.0156 | 0.3072 | 1.0156 | 1.0078 |
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- | No log | 15.4286 | 324 | 1.0122 | 0.2697 | 1.0122 | 1.0061 |
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- | No log | 15.5238 | 326 | 0.9959 | 0.2931 | 0.9959 | 0.9980 |
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- | No log | 15.6190 | 328 | 0.9936 | 0.2744 | 0.9936 | 0.9968 |
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- | No log | 15.7143 | 330 | 0.9999 | 0.2057 | 0.9999 | 0.9999 |
217
- | No log | 15.8095 | 332 | 1.0447 | 0.2835 | 1.0447 | 1.0221 |
218
- | No log | 15.9048 | 334 | 1.0828 | 0.2716 | 1.0828 | 1.0406 |
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- | No log | 16.0 | 336 | 1.0905 | 0.2835 | 1.0905 | 1.0443 |
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- | No log | 16.0952 | 338 | 1.0687 | 0.2556 | 1.0687 | 1.0338 |
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- | No log | 16.1905 | 340 | 1.0565 | 0.2533 | 1.0565 | 1.0278 |
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- | No log | 16.2857 | 342 | 1.0410 | 0.2393 | 1.0410 | 1.0203 |
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- | No log | 16.3810 | 344 | 1.0255 | 0.3014 | 1.0255 | 1.0127 |
224
- | No log | 16.4762 | 346 | 1.0564 | 0.2647 | 1.0564 | 1.0278 |
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- | No log | 16.5714 | 348 | 1.0503 | 0.2554 | 1.0503 | 1.0249 |
226
- | No log | 16.6667 | 350 | 1.0059 | 0.2647 | 1.0059 | 1.0029 |
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- | No log | 16.7619 | 352 | 0.9655 | 0.3091 | 0.9655 | 0.9826 |
228
- | No log | 16.8571 | 354 | 0.9664 | 0.3306 | 0.9664 | 0.9831 |
229
- | No log | 16.9524 | 356 | 0.9757 | 0.2909 | 0.9757 | 0.9878 |
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- | No log | 17.0476 | 358 | 0.9750 | 0.3306 | 0.9750 | 0.9874 |
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- | No log | 17.1429 | 360 | 0.9793 | 0.2408 | 0.9793 | 0.9896 |
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- | No log | 17.2381 | 362 | 1.0406 | 0.2871 | 1.0406 | 1.0201 |
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- | No log | 17.3333 | 364 | 1.1246 | 0.3163 | 1.1246 | 1.0605 |
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- | No log | 17.4286 | 366 | 1.1220 | 0.3163 | 1.1220 | 1.0592 |
235
- | No log | 17.5238 | 368 | 1.0412 | 0.3007 | 1.0412 | 1.0204 |
236
- | No log | 17.6190 | 370 | 0.9995 | 0.2716 | 0.9995 | 0.9998 |
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- | No log | 17.7143 | 372 | 0.9821 | 0.3030 | 0.9821 | 0.9910 |
238
- | No log | 17.8095 | 374 | 1.0037 | 0.3087 | 1.0037 | 1.0019 |
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- | No log | 17.9048 | 376 | 1.0225 | 0.2416 | 1.0225 | 1.0112 |
240
- | No log | 18.0 | 378 | 1.0550 | 0.2808 | 1.0550 | 1.0271 |
241
- | No log | 18.0952 | 380 | 1.0792 | 0.2808 | 1.0792 | 1.0389 |
242
- | No log | 18.1905 | 382 | 1.0767 | 0.2241 | 1.0767 | 1.0376 |
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- | No log | 18.2857 | 384 | 1.0615 | 0.1561 | 1.0615 | 1.0303 |
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- | No log | 18.3810 | 386 | 1.0581 | 0.1987 | 1.0581 | 1.0287 |
245
- | No log | 18.4762 | 388 | 1.0676 | 0.2526 | 1.0676 | 1.0333 |
246
- | No log | 18.5714 | 390 | 1.0975 | 0.2621 | 1.0975 | 1.0476 |
247
- | No log | 18.6667 | 392 | 1.0624 | 0.2714 | 1.0624 | 1.0307 |
248
- | No log | 18.7619 | 394 | 1.0036 | 0.3230 | 1.0036 | 1.0018 |
249
- | No log | 18.8571 | 396 | 0.9940 | 0.2982 | 0.9940 | 0.9970 |
250
- | No log | 18.9524 | 398 | 1.0014 | 0.3256 | 1.0014 | 1.0007 |
251
- | No log | 19.0476 | 400 | 1.0251 | 0.3343 | 1.0251 | 1.0125 |
252
- | No log | 19.1429 | 402 | 1.0511 | 0.3522 | 1.0511 | 1.0252 |
253
- | No log | 19.2381 | 404 | 1.0792 | 0.3137 | 1.0792 | 1.0389 |
254
- | No log | 19.3333 | 406 | 1.0705 | 0.3250 | 1.0705 | 1.0346 |
255
- | No log | 19.4286 | 408 | 1.0646 | 0.3059 | 1.0646 | 1.0318 |
256
- | No log | 19.5238 | 410 | 1.0653 | 0.2338 | 1.0653 | 1.0322 |
257
- | No log | 19.6190 | 412 | 1.0688 | 0.2338 | 1.0688 | 1.0338 |
258
- | No log | 19.7143 | 414 | 1.0659 | 0.2922 | 1.0659 | 1.0324 |
259
- | No log | 19.8095 | 416 | 1.0609 | 0.2693 | 1.0609 | 1.0300 |
260
- | No log | 19.9048 | 418 | 1.0592 | 0.2602 | 1.0592 | 1.0292 |
261
- | No log | 20.0 | 420 | 1.0643 | 0.2995 | 1.0643 | 1.0317 |
262
- | No log | 20.0952 | 422 | 1.0863 | 0.3503 | 1.0863 | 1.0423 |
263
- | No log | 20.1905 | 424 | 1.0963 | 0.3230 | 1.0963 | 1.0471 |
264
- | No log | 20.2857 | 426 | 1.0562 | 0.3354 | 1.0562 | 1.0277 |
265
- | No log | 20.3810 | 428 | 1.0322 | 0.2694 | 1.0322 | 1.0160 |
266
- | No log | 20.4762 | 430 | 1.0216 | 0.2694 | 1.0216 | 1.0107 |
267
- | No log | 20.5714 | 432 | 1.0257 | 0.2901 | 1.0257 | 1.0128 |
268
- | No log | 20.6667 | 434 | 1.0031 | 0.2974 | 1.0031 | 1.0015 |
269
- | No log | 20.7619 | 436 | 1.0043 | 0.2670 | 1.0043 | 1.0021 |
270
- | No log | 20.8571 | 438 | 1.0213 | 0.2901 | 1.0213 | 1.0106 |
271
- | No log | 20.9524 | 440 | 1.0283 | 0.2901 | 1.0283 | 1.0141 |
272
- | No log | 21.0476 | 442 | 1.0327 | 0.3059 | 1.0327 | 1.0162 |
273
- | No log | 21.1429 | 444 | 0.9935 | 0.3017 | 0.9935 | 0.9968 |
274
- | No log | 21.2381 | 446 | 0.9887 | 0.3229 | 0.9887 | 0.9944 |
275
- | No log | 21.3333 | 448 | 0.9964 | 0.3250 | 0.9964 | 0.9982 |
276
- | No log | 21.4286 | 450 | 1.0215 | 0.2785 | 1.0215 | 1.0107 |
277
- | No log | 21.5238 | 452 | 1.0672 | 0.2984 | 1.0672 | 1.0331 |
278
- | No log | 21.6190 | 454 | 1.1123 | 0.3025 | 1.1123 | 1.0547 |
279
- | No log | 21.7143 | 456 | 1.1435 | 0.2973 | 1.1435 | 1.0693 |
280
- | No log | 21.8095 | 458 | 1.1252 | 0.2913 | 1.1252 | 1.0607 |
281
- | No log | 21.9048 | 460 | 1.0703 | 0.3059 | 1.0703 | 1.0345 |
282
- | No log | 22.0 | 462 | 1.0328 | 0.2696 | 1.0328 | 1.0163 |
283
- | No log | 22.0952 | 464 | 1.0311 | 0.3590 | 1.0311 | 1.0154 |
284
- | No log | 22.1905 | 466 | 1.0197 | 0.3590 | 1.0197 | 1.0098 |
285
- | No log | 22.2857 | 468 | 1.0044 | 0.3284 | 1.0044 | 1.0022 |
286
- | No log | 22.3810 | 470 | 1.0224 | 0.3004 | 1.0224 | 1.0112 |
287
- | No log | 22.4762 | 472 | 1.0892 | 0.2539 | 1.0892 | 1.0436 |
288
- | No log | 22.5714 | 474 | 1.0999 | 0.2539 | 1.0999 | 1.0488 |
289
- | No log | 22.6667 | 476 | 1.0683 | 0.2621 | 1.0683 | 1.0336 |
290
- | No log | 22.7619 | 478 | 1.0340 | 0.3059 | 1.0340 | 1.0169 |
291
- | No log | 22.8571 | 480 | 1.0288 | 0.2696 | 1.0288 | 1.0143 |
292
- | No log | 22.9524 | 482 | 1.0393 | 0.3523 | 1.0393 | 1.0195 |
293
- | No log | 23.0476 | 484 | 1.0377 | 0.2919 | 1.0377 | 1.0187 |
294
- | No log | 23.1429 | 486 | 1.0430 | 0.3089 | 1.0430 | 1.0213 |
295
- | No log | 23.2381 | 488 | 1.0638 | 0.1713 | 1.0638 | 1.0314 |
296
- | No log | 23.3333 | 490 | 1.0870 | 0.2812 | 1.0870 | 1.0426 |
297
- | No log | 23.4286 | 492 | 1.0928 | 0.2998 | 1.0928 | 1.0454 |
298
- | No log | 23.5238 | 494 | 1.0824 | 0.3117 | 1.0824 | 1.0404 |
299
- | No log | 23.6190 | 496 | 1.0617 | 0.3388 | 1.0617 | 1.0304 |
300
- | No log | 23.7143 | 498 | 1.0594 | 0.2241 | 1.0594 | 1.0293 |
301
- | 0.2458 | 23.8095 | 500 | 1.0687 | 0.2769 | 1.0687 | 1.0338 |
302
- | 0.2458 | 23.9048 | 502 | 1.0733 | 0.3103 | 1.0733 | 1.0360 |
303
- | 0.2458 | 24.0 | 504 | 1.0640 | 0.2796 | 1.0640 | 1.0315 |
304
- | 0.2458 | 24.0952 | 506 | 1.0432 | 0.2187 | 1.0432 | 1.0214 |
305
- | 0.2458 | 24.1905 | 508 | 1.0223 | 0.1408 | 1.0223 | 1.0111 |
306
- | 0.2458 | 24.2857 | 510 | 1.0235 | 0.1761 | 1.0235 | 1.0117 |
307
- | 0.2458 | 24.3810 | 512 | 1.0443 | 0.2097 | 1.0443 | 1.0219 |
308
- | 0.2458 | 24.4762 | 514 | 1.0942 | 0.2792 | 1.0942 | 1.0460 |
309
- | 0.2458 | 24.5714 | 516 | 1.1134 | 0.3230 | 1.1134 | 1.0552 |
310
- | 0.2458 | 24.6667 | 518 | 1.0838 | 0.2276 | 1.0838 | 1.0411 |
311
- | 0.2458 | 24.7619 | 520 | 1.0552 | 0.2379 | 1.0552 | 1.0272 |
312
- | 0.2458 | 24.8571 | 522 | 1.0534 | 0.2829 | 1.0534 | 1.0264 |
313
- | 0.2458 | 24.9524 | 524 | 1.0668 | 0.2738 | 1.0668 | 1.0329 |
314
- | 0.2458 | 25.0476 | 526 | 1.0822 | 0.2738 | 1.0822 | 1.0403 |
315
- | 0.2458 | 25.1429 | 528 | 1.0939 | 0.2963 | 1.0939 | 1.0459 |
316
- | 0.2458 | 25.2381 | 530 | 1.0902 | 0.1952 | 1.0902 | 1.0441 |
317
- | 0.2458 | 25.3333 | 532 | 1.0853 | 0.1952 | 1.0853 | 1.0418 |
318
- | 0.2458 | 25.4286 | 534 | 1.0821 | 0.2486 | 1.0821 | 1.0403 |
319
- | 0.2458 | 25.5238 | 536 | 1.0615 | 0.2304 | 1.0615 | 1.0303 |
320
- | 0.2458 | 25.6190 | 538 | 1.0386 | 0.2647 | 1.0386 | 1.0191 |
321
 
322
 
323
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7895
19
+ - Qwk: 0.5236
20
+ - Mse: 0.7895
21
+ - Rmse: 0.8885
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0952 | 2 | 4.0904 | -0.0331 | 4.0904 | 2.0225 |
53
+ | No log | 0.1905 | 4 | 2.6377 | -0.0270 | 2.6377 | 1.6241 |
54
+ | No log | 0.2857 | 6 | 1.9230 | -0.0905 | 1.9230 | 1.3867 |
55
+ | No log | 0.3810 | 8 | 1.4281 | 0.0389 | 1.4281 | 1.1950 |
56
+ | No log | 0.4762 | 10 | 1.2102 | 0.1142 | 1.2102 | 1.1001 |
57
+ | No log | 0.5714 | 12 | 1.2256 | 0.0380 | 1.2256 | 1.1071 |
58
+ | No log | 0.6667 | 14 | 1.1346 | 0.0318 | 1.1346 | 1.0652 |
59
+ | No log | 0.7619 | 16 | 1.0032 | 0.2935 | 1.0032 | 1.0016 |
60
+ | No log | 0.8571 | 18 | 0.9721 | 0.3709 | 0.9721 | 0.9859 |
61
+ | No log | 0.9524 | 20 | 0.9949 | 0.3160 | 0.9949 | 0.9975 |
62
+ | No log | 1.0476 | 22 | 1.1297 | 0.3299 | 1.1297 | 1.0629 |
63
+ | No log | 1.1429 | 24 | 1.0481 | 0.3270 | 1.0481 | 1.0238 |
64
+ | No log | 1.2381 | 26 | 1.0828 | 0.2455 | 1.0828 | 1.0406 |
65
+ | No log | 1.3333 | 28 | 1.1826 | 0.1671 | 1.1826 | 1.0875 |
66
+ | No log | 1.4286 | 30 | 1.2654 | 0.0914 | 1.2654 | 1.1249 |
67
+ | No log | 1.5238 | 32 | 1.2362 | 0.1115 | 1.2362 | 1.1119 |
68
+ | No log | 1.6190 | 34 | 1.1685 | 0.1568 | 1.1685 | 1.0810 |
69
+ | No log | 1.7143 | 36 | 1.1682 | 0.2777 | 1.1682 | 1.0808 |
70
+ | No log | 1.8095 | 38 | 1.1485 | 0.2100 | 1.1485 | 1.0717 |
71
+ | No log | 1.9048 | 40 | 1.1899 | 0.1958 | 1.1899 | 1.0908 |
72
+ | No log | 2.0 | 42 | 1.1535 | 0.2375 | 1.1535 | 1.0740 |
73
+ | No log | 2.0952 | 44 | 1.0608 | 0.2871 | 1.0608 | 1.0300 |
74
+ | No log | 2.1905 | 46 | 1.0238 | 0.3258 | 1.0238 | 1.0118 |
75
+ | No log | 2.2857 | 48 | 1.0370 | 0.3563 | 1.0370 | 1.0183 |
76
+ | No log | 2.3810 | 50 | 0.9900 | 0.3284 | 0.9900 | 0.9950 |
77
+ | No log | 2.4762 | 52 | 1.0261 | 0.3559 | 1.0261 | 1.0130 |
78
+ | No log | 2.5714 | 54 | 1.2236 | 0.3863 | 1.2236 | 1.1062 |
79
+ | No log | 2.6667 | 56 | 1.3208 | 0.3108 | 1.3208 | 1.1493 |
80
+ | No log | 2.7619 | 58 | 1.1483 | 0.2925 | 1.1483 | 1.0716 |
81
+ | No log | 2.8571 | 60 | 0.9858 | 0.2424 | 0.9858 | 0.9929 |
82
+ | No log | 2.9524 | 62 | 0.9899 | 0.2541 | 0.9899 | 0.9949 |
83
+ | No log | 3.0476 | 64 | 1.0242 | 0.2416 | 1.0242 | 1.0120 |
84
+ | No log | 3.1429 | 66 | 1.0271 | 0.2391 | 1.0271 | 1.0134 |
85
+ | No log | 3.2381 | 68 | 0.9765 | 0.3631 | 0.9765 | 0.9882 |
86
+ | No log | 3.3333 | 70 | 0.9241 | 0.3838 | 0.9241 | 0.9613 |
87
+ | No log | 3.4286 | 72 | 0.8842 | 0.3858 | 0.8842 | 0.9403 |
88
+ | No log | 3.5238 | 74 | 0.8915 | 0.4478 | 0.8915 | 0.9442 |
89
+ | No log | 3.6190 | 76 | 0.9596 | 0.3844 | 0.9596 | 0.9796 |
90
+ | No log | 3.7143 | 78 | 1.0432 | 0.3734 | 1.0432 | 1.0214 |
91
+ | No log | 3.8095 | 80 | 0.9403 | 0.4590 | 0.9403 | 0.9697 |
92
+ | No log | 3.9048 | 82 | 0.8867 | 0.4395 | 0.8867 | 0.9416 |
93
+ | No log | 4.0 | 84 | 0.8545 | 0.4996 | 0.8545 | 0.9244 |
94
+ | No log | 4.0952 | 86 | 0.8631 | 0.4577 | 0.8631 | 0.9290 |
95
+ | No log | 4.1905 | 88 | 0.8756 | 0.4563 | 0.8756 | 0.9357 |
96
+ | No log | 4.2857 | 90 | 0.8722 | 0.5110 | 0.8722 | 0.9339 |
97
+ | No log | 4.3810 | 92 | 0.9064 | 0.5188 | 0.9064 | 0.9520 |
98
+ | No log | 4.4762 | 94 | 0.9267 | 0.4420 | 0.9267 | 0.9626 |
99
+ | No log | 4.5714 | 96 | 0.8701 | 0.4305 | 0.8701 | 0.9328 |
100
+ | No log | 4.6667 | 98 | 0.9087 | 0.4708 | 0.9087 | 0.9533 |
101
+ | No log | 4.7619 | 100 | 0.7791 | 0.5404 | 0.7791 | 0.8827 |
102
+ | No log | 4.8571 | 102 | 0.7619 | 0.6070 | 0.7619 | 0.8729 |
103
+ | No log | 4.9524 | 104 | 0.8593 | 0.5420 | 0.8593 | 0.9270 |
104
+ | No log | 5.0476 | 106 | 0.7841 | 0.6682 | 0.7841 | 0.8855 |
105
+ | No log | 5.1429 | 108 | 0.8663 | 0.4935 | 0.8663 | 0.9307 |
106
+ | No log | 5.2381 | 110 | 1.1425 | 0.4208 | 1.1425 | 1.0689 |
107
+ | No log | 5.3333 | 112 | 1.1274 | 0.4788 | 1.1274 | 1.0618 |
108
+ | No log | 5.4286 | 114 | 0.8349 | 0.5247 | 0.8349 | 0.9137 |
109
+ | No log | 5.5238 | 116 | 0.7903 | 0.6143 | 0.7903 | 0.8890 |
110
+ | No log | 5.6190 | 118 | 0.7888 | 0.6053 | 0.7888 | 0.8881 |
111
+ | No log | 5.7143 | 120 | 0.9111 | 0.4751 | 0.9111 | 0.9545 |
112
+ | No log | 5.8095 | 122 | 1.0298 | 0.4432 | 1.0298 | 1.0148 |
113
+ | No log | 5.9048 | 124 | 0.8523 | 0.5257 | 0.8523 | 0.9232 |
114
+ | No log | 6.0 | 126 | 0.7961 | 0.5178 | 0.7961 | 0.8922 |
115
+ | No log | 6.0952 | 128 | 0.7978 | 0.5481 | 0.7978 | 0.8932 |
116
+ | No log | 6.1905 | 130 | 0.8704 | 0.4747 | 0.8704 | 0.9329 |
117
+ | No log | 6.2857 | 132 | 0.9620 | 0.4219 | 0.9620 | 0.9808 |
118
+ | No log | 6.3810 | 134 | 0.9022 | 0.4552 | 0.9022 | 0.9498 |
119
+ | No log | 6.4762 | 136 | 0.8664 | 0.4855 | 0.8664 | 0.9308 |
120
+ | No log | 6.5714 | 138 | 0.8585 | 0.5395 | 0.8585 | 0.9265 |
121
+ | No log | 6.6667 | 140 | 0.8306 | 0.5171 | 0.8306 | 0.9114 |
122
+ | No log | 6.7619 | 142 | 0.8162 | 0.4949 | 0.8162 | 0.9035 |
123
+ | No log | 6.8571 | 144 | 0.8067 | 0.4819 | 0.8067 | 0.8982 |
124
+ | No log | 6.9524 | 146 | 0.7978 | 0.5419 | 0.7978 | 0.8932 |
125
+ | No log | 7.0476 | 148 | 0.8275 | 0.4556 | 0.8275 | 0.9097 |
126
+ | No log | 7.1429 | 150 | 0.7904 | 0.6002 | 0.7904 | 0.8891 |
127
+ | No log | 7.2381 | 152 | 0.8119 | 0.6223 | 0.8119 | 0.9010 |
128
+ | No log | 7.3333 | 154 | 0.8853 | 0.5293 | 0.8853 | 0.9409 |
129
+ | No log | 7.4286 | 156 | 0.8814 | 0.5102 | 0.8814 | 0.9388 |
130
+ | No log | 7.5238 | 158 | 0.7744 | 0.6100 | 0.7744 | 0.8800 |
131
+ | No log | 7.6190 | 160 | 0.7379 | 0.5884 | 0.7379 | 0.8590 |
132
+ | No log | 7.7143 | 162 | 0.7502 | 0.5275 | 0.7502 | 0.8661 |
133
+ | No log | 7.8095 | 164 | 0.7676 | 0.5552 | 0.7676 | 0.8762 |
134
+ | No log | 7.9048 | 166 | 0.8413 | 0.5156 | 0.8413 | 0.9172 |
135
+ | No log | 8.0 | 168 | 0.8036 | 0.5737 | 0.8036 | 0.8965 |
136
+ | No log | 8.0952 | 170 | 0.7777 | 0.6422 | 0.7777 | 0.8819 |
137
+ | No log | 8.1905 | 172 | 0.7728 | 0.6606 | 0.7728 | 0.8791 |
138
+ | No log | 8.2857 | 174 | 0.7625 | 0.6342 | 0.7625 | 0.8732 |
139
+ | No log | 8.3810 | 176 | 0.7548 | 0.6390 | 0.7548 | 0.8688 |
140
+ | No log | 8.4762 | 178 | 0.7276 | 0.6511 | 0.7276 | 0.8530 |
141
+ | No log | 8.5714 | 180 | 0.7227 | 0.6484 | 0.7227 | 0.8501 |
142
+ | No log | 8.6667 | 182 | 0.7425 | 0.6148 | 0.7425 | 0.8617 |
143
+ | No log | 8.7619 | 184 | 0.7162 | 0.6319 | 0.7162 | 0.8463 |
144
+ | No log | 8.8571 | 186 | 0.7303 | 0.6224 | 0.7303 | 0.8546 |
145
+ | No log | 8.9524 | 188 | 0.7624 | 0.5586 | 0.7624 | 0.8732 |
146
+ | No log | 9.0476 | 190 | 0.7751 | 0.5614 | 0.7751 | 0.8804 |
147
+ | No log | 9.1429 | 192 | 0.7847 | 0.5495 | 0.7847 | 0.8858 |
148
+ | No log | 9.2381 | 194 | 0.7873 | 0.5495 | 0.7873 | 0.8873 |
149
+ | No log | 9.3333 | 196 | 0.7823 | 0.5328 | 0.7823 | 0.8845 |
150
+ | No log | 9.4286 | 198 | 0.8135 | 0.4964 | 0.8135 | 0.9020 |
151
+ | No log | 9.5238 | 200 | 0.7722 | 0.5316 | 0.7722 | 0.8787 |
152
+ | No log | 9.6190 | 202 | 0.7312 | 0.5763 | 0.7312 | 0.8551 |
153
+ | No log | 9.7143 | 204 | 0.7269 | 0.5929 | 0.7269 | 0.8526 |
154
+ | No log | 9.8095 | 206 | 0.8522 | 0.5109 | 0.8522 | 0.9231 |
155
+ | No log | 9.9048 | 208 | 0.8825 | 0.5098 | 0.8825 | 0.9394 |
156
+ | No log | 10.0 | 210 | 0.8738 | 0.5283 | 0.8738 | 0.9348 |
157
+ | No log | 10.0952 | 212 | 0.9797 | 0.5166 | 0.9797 | 0.9898 |
158
+ | No log | 10.1905 | 214 | 0.9143 | 0.4387 | 0.9143 | 0.9562 |
159
+ | No log | 10.2857 | 216 | 0.7763 | 0.5419 | 0.7763 | 0.8811 |
160
+ | No log | 10.3810 | 218 | 0.7571 | 0.5015 | 0.7571 | 0.8701 |
161
+ | No log | 10.4762 | 220 | 0.7591 | 0.4572 | 0.7591 | 0.8713 |
162
+ | No log | 10.5714 | 222 | 0.7896 | 0.5528 | 0.7896 | 0.8886 |
163
+ | No log | 10.6667 | 224 | 0.8495 | 0.4929 | 0.8495 | 0.9217 |
164
+ | No log | 10.7619 | 226 | 0.7950 | 0.5933 | 0.7950 | 0.8916 |
165
+ | No log | 10.8571 | 228 | 0.7666 | 0.5252 | 0.7666 | 0.8755 |
166
+ | No log | 10.9524 | 230 | 0.8097 | 0.5524 | 0.8097 | 0.8998 |
167
+ | No log | 11.0476 | 232 | 0.7949 | 0.5524 | 0.7949 | 0.8916 |
168
+ | No log | 11.1429 | 234 | 0.7484 | 0.5618 | 0.7484 | 0.8651 |
169
+ | No log | 11.2381 | 236 | 0.8442 | 0.5614 | 0.8442 | 0.9188 |
170
+ | No log | 11.3333 | 238 | 0.9247 | 0.4902 | 0.9247 | 0.9616 |
171
+ | No log | 11.4286 | 240 | 0.8255 | 0.5706 | 0.8255 | 0.9086 |
172
+ | No log | 11.5238 | 242 | 0.7320 | 0.6235 | 0.7320 | 0.8556 |
173
+ | No log | 11.6190 | 244 | 0.8093 | 0.4932 | 0.8093 | 0.8996 |
174
+ | No log | 11.7143 | 246 | 0.8438 | 0.4939 | 0.8438 | 0.9186 |
175
+ | No log | 11.8095 | 248 | 0.7827 | 0.4798 | 0.7827 | 0.8847 |
176
+ | No log | 11.9048 | 250 | 0.7566 | 0.5682 | 0.7566 | 0.8698 |
177
+ | No log | 12.0 | 252 | 0.7636 | 0.5124 | 0.7636 | 0.8738 |
178
+ | No log | 12.0952 | 254 | 0.7596 | 0.5569 | 0.7596 | 0.8715 |
179
+ | No log | 12.1905 | 256 | 0.7551 | 0.5569 | 0.7551 | 0.8690 |
180
+ | No log | 12.2857 | 258 | 0.7524 | 0.5250 | 0.7524 | 0.8674 |
181
+ | No log | 12.3810 | 260 | 0.7618 | 0.5236 | 0.7618 | 0.8728 |
182
+ | No log | 12.4762 | 262 | 0.8255 | 0.5385 | 0.8255 | 0.9086 |
183
+ | No log | 12.5714 | 264 | 0.8553 | 0.4478 | 0.8553 | 0.9248 |
184
+ | No log | 12.6667 | 266 | 0.8070 | 0.5392 | 0.8070 | 0.8983 |
185
+ | No log | 12.7619 | 268 | 0.7712 | 0.5439 | 0.7712 | 0.8782 |
186
+ | No log | 12.8571 | 270 | 0.7664 | 0.5763 | 0.7664 | 0.8754 |
187
+ | No log | 12.9524 | 272 | 0.7752 | 0.4989 | 0.7752 | 0.8804 |
188
+ | No log | 13.0476 | 274 | 0.8495 | 0.5131 | 0.8495 | 0.9217 |
189
+ | No log | 13.1429 | 276 | 0.8363 | 0.5365 | 0.8363 | 0.9145 |
190
+ | No log | 13.2381 | 278 | 0.7911 | 0.5069 | 0.7911 | 0.8894 |
191
+ | No log | 13.3333 | 280 | 0.7777 | 0.4691 | 0.7777 | 0.8819 |
192
+ | No log | 13.4286 | 282 | 0.7776 | 0.4691 | 0.7776 | 0.8818 |
193
+ | No log | 13.5238 | 284 | 0.7715 | 0.4133 | 0.7715 | 0.8783 |
194
+ | No log | 13.6190 | 286 | 0.7744 | 0.3941 | 0.7744 | 0.8800 |
195
+ | No log | 13.7143 | 288 | 0.7721 | 0.4345 | 0.7721 | 0.8787 |
196
+ | No log | 13.8095 | 290 | 0.7598 | 0.4145 | 0.7598 | 0.8717 |
197
+ | No log | 13.9048 | 292 | 0.7757 | 0.4960 | 0.7757 | 0.8808 |
198
+ | No log | 14.0 | 294 | 0.8065 | 0.4601 | 0.8065 | 0.8980 |
199
+ | No log | 14.0952 | 296 | 0.7967 | 0.5156 | 0.7967 | 0.8926 |
200
+ | No log | 14.1905 | 298 | 0.7606 | 0.5505 | 0.7606 | 0.8721 |
201
+ | No log | 14.2857 | 300 | 0.7346 | 0.6365 | 0.7346 | 0.8571 |
202
+ | No log | 14.3810 | 302 | 0.7262 | 0.5874 | 0.7262 | 0.8522 |
203
+ | No log | 14.4762 | 304 | 0.7201 | 0.5863 | 0.7201 | 0.8486 |
204
+ | No log | 14.5714 | 306 | 0.7336 | 0.5221 | 0.7336 | 0.8565 |
205
+ | No log | 14.6667 | 308 | 0.7315 | 0.5017 | 0.7315 | 0.8553 |
206
+ | No log | 14.7619 | 310 | 0.7232 | 0.5261 | 0.7232 | 0.8504 |
207
+ | No log | 14.8571 | 312 | 0.7254 | 0.5863 | 0.7254 | 0.8517 |
208
+ | No log | 14.9524 | 314 | 0.7436 | 0.6129 | 0.7436 | 0.8623 |
209
+ | No log | 15.0476 | 316 | 0.7694 | 0.6142 | 0.7694 | 0.8772 |
210
+ | No log | 15.1429 | 318 | 0.7802 | 0.6116 | 0.7802 | 0.8833 |
211
+ | No log | 15.2381 | 320 | 0.7927 | 0.6026 | 0.7927 | 0.8903 |
212
+ | No log | 15.3333 | 322 | 0.8315 | 0.5736 | 0.8315 | 0.9119 |
213
+ | No log | 15.4286 | 324 | 0.8374 | 0.5652 | 0.8374 | 0.9151 |
214
+ | No log | 15.5238 | 326 | 0.8447 | 0.5458 | 0.8447 | 0.9191 |
215
+ | No log | 15.6190 | 328 | 0.7986 | 0.5069 | 0.7986 | 0.8936 |
216
+ | No log | 15.7143 | 330 | 0.7657 | 0.5250 | 0.7657 | 0.8751 |
217
+ | No log | 15.8095 | 332 | 0.7608 | 0.5614 | 0.7608 | 0.8723 |
218
+ | No log | 15.9048 | 334 | 0.7623 | 0.5610 | 0.7623 | 0.8731 |
219
+ | No log | 16.0 | 336 | 0.7589 | 0.5592 | 0.7589 | 0.8711 |
220
+ | No log | 16.0952 | 338 | 0.8020 | 0.5885 | 0.8020 | 0.8955 |
221
+ | No log | 16.1905 | 340 | 0.7938 | 0.6064 | 0.7938 | 0.8909 |
222
+ | No log | 16.2857 | 342 | 0.7319 | 0.5603 | 0.7319 | 0.8555 |
223
+ | No log | 16.3810 | 344 | 0.7045 | 0.6423 | 0.7045 | 0.8393 |
224
+ | No log | 16.4762 | 346 | 0.7177 | 0.5974 | 0.7177 | 0.8472 |
225
+ | No log | 16.5714 | 348 | 0.7178 | 0.6215 | 0.7178 | 0.8472 |
226
+ | No log | 16.6667 | 350 | 0.7760 | 0.6217 | 0.7760 | 0.8809 |
227
+ | No log | 16.7619 | 352 | 0.7776 | 0.6217 | 0.7776 | 0.8818 |
228
+ | No log | 16.8571 | 354 | 0.7449 | 0.5869 | 0.7449 | 0.8631 |
229
+ | No log | 16.9524 | 356 | 0.7265 | 0.5711 | 0.7265 | 0.8524 |
230
+ | No log | 17.0476 | 358 | 0.7184 | 0.5840 | 0.7184 | 0.8476 |
231
+ | No log | 17.1429 | 360 | 0.7327 | 0.5691 | 0.7327 | 0.8560 |
232
+ | No log | 17.2381 | 362 | 0.7819 | 0.6057 | 0.7819 | 0.8843 |
233
+ | No log | 17.3333 | 364 | 0.8554 | 0.5222 | 0.8554 | 0.9249 |
234
+ | No log | 17.4286 | 366 | 0.8150 | 0.5433 | 0.8150 | 0.9028 |
235
+ | No log | 17.5238 | 368 | 0.7332 | 0.5905 | 0.7332 | 0.8563 |
236
+ | No log | 17.6190 | 370 | 0.7017 | 0.6398 | 0.7017 | 0.8377 |
237
+ | No log | 17.7143 | 372 | 0.6950 | 0.6398 | 0.6950 | 0.8337 |
238
+ | No log | 17.8095 | 374 | 0.7215 | 0.6254 | 0.7215 | 0.8494 |
239
+ | No log | 17.9048 | 376 | 0.7536 | 0.6318 | 0.7536 | 0.8681 |
240
+ | No log | 18.0 | 378 | 0.7953 | 0.6545 | 0.7953 | 0.8918 |
241
+ | No log | 18.0952 | 380 | 0.7992 | 0.6642 | 0.7992 | 0.8940 |
242
+ | No log | 18.1905 | 382 | 0.7500 | 0.6427 | 0.7500 | 0.8661 |
243
+ | No log | 18.2857 | 384 | 0.7029 | 0.6350 | 0.7029 | 0.8384 |
244
+ | No log | 18.3810 | 386 | 0.7011 | 0.6022 | 0.7011 | 0.8373 |
245
+ | No log | 18.4762 | 388 | 0.6922 | 0.5843 | 0.6922 | 0.8320 |
246
+ | No log | 18.5714 | 390 | 0.7059 | 0.5866 | 0.7059 | 0.8402 |
247
+ | No log | 18.6667 | 392 | 0.7429 | 0.5993 | 0.7429 | 0.8619 |
248
+ | No log | 18.7619 | 394 | 0.7235 | 0.6451 | 0.7235 | 0.8506 |
249
+ | No log | 18.8571 | 396 | 0.6978 | 0.6280 | 0.6978 | 0.8354 |
250
+ | No log | 18.9524 | 398 | 0.6864 | 0.6414 | 0.6864 | 0.8285 |
251
+ | No log | 19.0476 | 400 | 0.7139 | 0.6503 | 0.7139 | 0.8449 |
252
+ | No log | 19.1429 | 402 | 0.7294 | 0.6503 | 0.7294 | 0.8540 |
253
+ | No log | 19.2381 | 404 | 0.7458 | 0.6225 | 0.7458 | 0.8636 |
254
+ | No log | 19.3333 | 406 | 0.7401 | 0.5963 | 0.7401 | 0.8603 |
255
+ | No log | 19.4286 | 408 | 0.7406 | 0.6169 | 0.7406 | 0.8606 |
256
+ | No log | 19.5238 | 410 | 0.7405 | 0.5818 | 0.7405 | 0.8605 |
257
+ | No log | 19.6190 | 412 | 0.7643 | 0.6012 | 0.7643 | 0.8742 |
258
+ | No log | 19.7143 | 414 | 0.7864 | 0.5559 | 0.7864 | 0.8868 |
259
+ | No log | 19.8095 | 416 | 0.8240 | 0.5717 | 0.8240 | 0.9078 |
260
+ | No log | 19.9048 | 418 | 0.7989 | 0.5532 | 0.7989 | 0.8938 |
261
+ | No log | 20.0 | 420 | 0.7367 | 0.6151 | 0.7367 | 0.8583 |
262
+ | No log | 20.0952 | 422 | 0.7047 | 0.5827 | 0.7047 | 0.8394 |
263
+ | No log | 20.1905 | 424 | 0.7006 | 0.5827 | 0.7006 | 0.8370 |
264
+ | No log | 20.2857 | 426 | 0.7292 | 0.5691 | 0.7292 | 0.8539 |
265
+ | No log | 20.3810 | 428 | 0.8449 | 0.5353 | 0.8449 | 0.9192 |
266
+ | No log | 20.4762 | 430 | 0.9063 | 0.5006 | 0.9063 | 0.9520 |
267
+ | No log | 20.5714 | 432 | 0.8432 | 0.4823 | 0.8432 | 0.9183 |
268
+ | No log | 20.6667 | 434 | 0.7753 | 0.5002 | 0.7753 | 0.8805 |
269
+ | No log | 20.7619 | 436 | 0.7969 | 0.5542 | 0.7969 | 0.8927 |
270
+ | No log | 20.8571 | 438 | 0.8154 | 0.4870 | 0.8154 | 0.9030 |
271
+ | No log | 20.9524 | 440 | 0.7966 | 0.5176 | 0.7966 | 0.8925 |
272
+ | No log | 21.0476 | 442 | 0.7846 | 0.5142 | 0.7846 | 0.8858 |
273
+ | No log | 21.1429 | 444 | 0.7963 | 0.4876 | 0.7963 | 0.8923 |
274
+ | No log | 21.2381 | 446 | 0.7930 | 0.5279 | 0.7930 | 0.8905 |
275
+ | No log | 21.3333 | 448 | 0.7615 | 0.5700 | 0.7615 | 0.8726 |
276
+ | No log | 21.4286 | 450 | 0.7424 | 0.5921 | 0.7424 | 0.8616 |
277
+ | No log | 21.5238 | 452 | 0.7400 | 0.6148 | 0.7400 | 0.8603 |
278
+ | No log | 21.6190 | 454 | 0.7411 | 0.6148 | 0.7411 | 0.8609 |
279
+ | No log | 21.7143 | 456 | 0.7460 | 0.6120 | 0.7460 | 0.8637 |
280
+ | No log | 21.8095 | 458 | 0.7519 | 0.6235 | 0.7519 | 0.8671 |
281
+ | No log | 21.9048 | 460 | 0.7661 | 0.5700 | 0.7661 | 0.8753 |
282
+ | No log | 22.0 | 462 | 0.7839 | 0.5690 | 0.7839 | 0.8854 |
283
+ | No log | 22.0952 | 464 | 0.7931 | 0.5390 | 0.7931 | 0.8906 |
284
+ | No log | 22.1905 | 466 | 0.8008 | 0.5279 | 0.8008 | 0.8949 |
285
+ | No log | 22.2857 | 468 | 0.7877 | 0.5517 | 0.7877 | 0.8875 |
286
+ | No log | 22.3810 | 470 | 0.7766 | 0.4799 | 0.7766 | 0.8812 |
287
+ | No log | 22.4762 | 472 | 0.7756 | 0.5166 | 0.7756 | 0.8807 |
288
+ | No log | 22.5714 | 474 | 0.7737 | 0.5044 | 0.7737 | 0.8796 |
289
+ | No log | 22.6667 | 476 | 0.7815 | 0.5317 | 0.7815 | 0.8840 |
290
+ | No log | 22.7619 | 478 | 0.7953 | 0.5279 | 0.7953 | 0.8918 |
291
+ | No log | 22.8571 | 480 | 0.8033 | 0.5746 | 0.8033 | 0.8963 |
292
+ | No log | 22.9524 | 482 | 0.8224 | 0.5850 | 0.8224 | 0.9068 |
293
+ | No log | 23.0476 | 484 | 0.8205 | 0.6358 | 0.8205 | 0.9058 |
294
+ | No log | 23.1429 | 486 | 0.7623 | 0.6041 | 0.7623 | 0.8731 |
295
+ | No log | 23.2381 | 488 | 0.7209 | 0.6138 | 0.7209 | 0.8490 |
296
+ | No log | 23.3333 | 490 | 0.7463 | 0.5312 | 0.7463 | 0.8639 |
297
+ | No log | 23.4286 | 492 | 0.7757 | 0.5011 | 0.7757 | 0.8807 |
298
+ | No log | 23.5238 | 494 | 0.7540 | 0.5194 | 0.7540 | 0.8683 |
299
+ | No log | 23.6190 | 496 | 0.7425 | 0.5161 | 0.7425 | 0.8617 |
300
+ | No log | 23.7143 | 498 | 0.7400 | 0.5773 | 0.7400 | 0.8602 |
301
+ | 0.256 | 23.8095 | 500 | 0.7468 | 0.5363 | 0.7468 | 0.8642 |
302
+ | 0.256 | 23.9048 | 502 | 0.7760 | 0.5783 | 0.7760 | 0.8809 |
303
+ | 0.256 | 24.0 | 504 | 0.7826 | 0.5879 | 0.7826 | 0.8846 |
304
+ | 0.256 | 24.0952 | 506 | 0.7749 | 0.5732 | 0.7749 | 0.8803 |
305
+ | 0.256 | 24.1905 | 508 | 0.8268 | 0.5662 | 0.8268 | 0.9093 |
306
+ | 0.256 | 24.2857 | 510 | 0.8585 | 0.5850 | 0.8585 | 0.9266 |
307
+ | 0.256 | 24.3810 | 512 | 0.8338 | 0.5848 | 0.8338 | 0.9131 |
308
+ | 0.256 | 24.4762 | 514 | 0.7954 | 0.5405 | 0.7954 | 0.8919 |
309
+ | 0.256 | 24.5714 | 516 | 0.7773 | 0.5349 | 0.7773 | 0.8816 |
310
+ | 0.256 | 24.6667 | 518 | 0.7639 | 0.5239 | 0.7639 | 0.8740 |
311
+ | 0.256 | 24.7619 | 520 | 0.7797 | 0.5610 | 0.7797 | 0.8830 |
312
+ | 0.256 | 24.8571 | 522 | 0.8227 | 0.4948 | 0.8227 | 0.9070 |
313
+ | 0.256 | 24.9524 | 524 | 0.8470 | 0.4470 | 0.8470 | 0.9203 |
314
+ | 0.256 | 25.0476 | 526 | 0.8287 | 0.4588 | 0.8287 | 0.9104 |
315
+ | 0.256 | 25.1429 | 528 | 0.8103 | 0.4726 | 0.8103 | 0.9002 |
316
+ | 0.256 | 25.2381 | 530 | 0.7895 | 0.5236 | 0.7895 | 0.8885 |
 
 
 
 
317
 
318
 
319
  ### Framework versions
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