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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task5_organization

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Training in progress, step 500

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  1. README.md +311 -302
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_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: 1.3563
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- - Qwk: 0.0878
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- - Mse: 1.3563
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- - Rmse: 1.1646
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  ## Model description
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@@ -49,302 +49,311 @@ 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 | 0.0215 | 2 | 4.0372 | 0.0069 | 4.0372 | 2.0093 |
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- | No log | 0.0430 | 4 | 2.2147 | -0.0086 | 2.2147 | 1.4882 |
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- | No log | 0.0645 | 6 | 1.5516 | 0.0389 | 1.5516 | 1.2456 |
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- | No log | 0.0860 | 8 | 1.1504 | 0.0210 | 1.1504 | 1.0726 |
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- | No log | 0.1075 | 10 | 1.2227 | 0.1041 | 1.2227 | 1.1058 |
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- | No log | 0.1290 | 12 | 1.2523 | 0.1041 | 1.2523 | 1.1190 |
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- | No log | 0.1505 | 14 | 1.2292 | 0.1436 | 1.2292 | 1.1087 |
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- | No log | 0.1720 | 16 | 1.1607 | 0.1476 | 1.1607 | 1.0773 |
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- | No log | 0.1935 | 18 | 1.1563 | 0.1408 | 1.1563 | 1.0753 |
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- | No log | 0.2151 | 20 | 1.1734 | 0.1315 | 1.1734 | 1.0832 |
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- | No log | 0.2366 | 22 | 1.2343 | 0.2439 | 1.2343 | 1.1110 |
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- | No log | 0.2581 | 24 | 1.1177 | 0.1167 | 1.1177 | 1.0572 |
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- | No log | 0.2796 | 26 | 1.0231 | 0.2767 | 1.0231 | 1.0115 |
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- | No log | 0.3011 | 28 | 1.0308 | 0.2577 | 1.0308 | 1.0153 |
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- | No log | 0.3226 | 30 | 1.4926 | 0.1427 | 1.4926 | 1.2217 |
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- | No log | 0.3441 | 32 | 1.7255 | 0.1034 | 1.7255 | 1.3136 |
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- | No log | 0.3656 | 34 | 1.2024 | 0.2786 | 1.2024 | 1.0965 |
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- | No log | 0.3871 | 36 | 0.9644 | 0.3818 | 0.9644 | 0.9820 |
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- | No log | 0.4086 | 38 | 1.2334 | 0.1609 | 1.2334 | 1.1106 |
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- | No log | 0.4301 | 40 | 1.1805 | 0.1510 | 1.1805 | 1.0865 |
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- | No log | 0.4516 | 42 | 0.9611 | 0.3676 | 0.9611 | 0.9803 |
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- | No log | 0.4731 | 44 | 0.9282 | 0.3554 | 0.9282 | 0.9634 |
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- | No log | 0.4946 | 46 | 1.2734 | 0.2948 | 1.2734 | 1.1285 |
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- | No log | 0.5161 | 48 | 1.2500 | 0.3023 | 1.2500 | 1.1180 |
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- | No log | 0.5376 | 50 | 1.2447 | 0.2851 | 1.2447 | 1.1157 |
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- | No log | 0.5591 | 52 | 1.0250 | 0.4465 | 1.0250 | 1.0124 |
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- | No log | 0.5806 | 54 | 0.8413 | 0.4289 | 0.8413 | 0.9172 |
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- | No log | 0.6022 | 56 | 0.8328 | 0.3915 | 0.8328 | 0.9126 |
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- | No log | 0.6237 | 58 | 0.8848 | 0.3565 | 0.8848 | 0.9406 |
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- | No log | 0.6452 | 60 | 1.0466 | 0.4262 | 1.0466 | 1.0230 |
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- | No log | 0.6667 | 62 | 1.4228 | 0.2373 | 1.4228 | 1.1928 |
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- | No log | 0.6882 | 64 | 2.0333 | 0.1773 | 2.0333 | 1.4260 |
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- | No log | 0.7097 | 66 | 1.9065 | 0.1462 | 1.9065 | 1.3807 |
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- | No log | 0.7312 | 68 | 1.2441 | 0.2674 | 1.2441 | 1.1154 |
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- | No log | 0.7527 | 70 | 1.0790 | 0.4403 | 1.0790 | 1.0387 |
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- | No log | 0.7742 | 72 | 1.0792 | 0.4155 | 1.0792 | 1.0388 |
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- | No log | 0.7957 | 74 | 1.3714 | 0.2786 | 1.3714 | 1.1711 |
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- | No log | 0.8172 | 76 | 1.9352 | -0.0074 | 1.9352 | 1.3911 |
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- | No log | 0.8387 | 78 | 2.1446 | -0.0262 | 2.1446 | 1.4645 |
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- | No log | 0.8602 | 80 | 2.0741 | -0.0171 | 2.0741 | 1.4402 |
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- | No log | 0.8817 | 82 | 1.8206 | 0.0624 | 1.8206 | 1.3493 |
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- | No log | 0.9032 | 84 | 1.6319 | 0.1660 | 1.6319 | 1.2775 |
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- | No log | 0.9247 | 86 | 1.3076 | 0.1831 | 1.3076 | 1.1435 |
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- | No log | 0.9462 | 88 | 1.2897 | 0.2608 | 1.2897 | 1.1356 |
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- | No log | 0.9677 | 90 | 1.5953 | 0.1565 | 1.5953 | 1.2631 |
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- | No log | 0.9892 | 92 | 1.8149 | 0.0341 | 1.8149 | 1.3472 |
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- | No log | 1.0108 | 94 | 1.7645 | 0.0613 | 1.7645 | 1.3284 |
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- | No log | 1.0323 | 96 | 1.5257 | 0.1630 | 1.5257 | 1.2352 |
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- | No log | 1.0538 | 98 | 1.2884 | 0.3005 | 1.2884 | 1.1351 |
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- | No log | 1.0753 | 100 | 1.3909 | 0.2386 | 1.3909 | 1.1793 |
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- | No log | 1.0968 | 102 | 1.4476 | 0.2474 | 1.4476 | 1.2032 |
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- | No log | 1.1183 | 104 | 1.6229 | 0.2593 | 1.6229 | 1.2739 |
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- | No log | 1.1398 | 106 | 1.7388 | 0.2098 | 1.7388 | 1.3186 |
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- | No log | 1.1613 | 108 | 1.6448 | 0.1771 | 1.6448 | 1.2825 |
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- | No log | 1.1828 | 110 | 1.5465 | 0.1703 | 1.5465 | 1.2436 |
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- | No log | 1.2043 | 112 | 1.3414 | 0.1486 | 1.3414 | 1.1582 |
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- | No log | 1.2258 | 114 | 1.2016 | 0.1288 | 1.2016 | 1.0962 |
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- | No log | 1.2473 | 116 | 1.0907 | 0.1961 | 1.0907 | 1.0444 |
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- | No log | 1.2688 | 118 | 1.0772 | 0.2587 | 1.0772 | 1.0379 |
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- | No log | 1.2903 | 120 | 1.2098 | 0.1976 | 1.2098 | 1.0999 |
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- | No log | 1.3118 | 122 | 1.5227 | 0.2677 | 1.5227 | 1.2340 |
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- | No log | 1.3333 | 124 | 1.6200 | 0.2159 | 1.6200 | 1.2728 |
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- | No log | 1.3548 | 126 | 1.7555 | 0.1607 | 1.7555 | 1.3250 |
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- | No log | 1.3763 | 128 | 1.7010 | 0.1441 | 1.7010 | 1.3042 |
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- | No log | 1.3978 | 130 | 1.5685 | 0.2062 | 1.5685 | 1.2524 |
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- | No log | 1.4194 | 132 | 1.2859 | 0.1587 | 1.2859 | 1.1340 |
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- | No log | 1.4409 | 134 | 1.0699 | 0.1970 | 1.0699 | 1.0344 |
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- | No log | 1.4624 | 136 | 1.0429 | 0.1137 | 1.0429 | 1.0212 |
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- | No log | 1.4839 | 138 | 1.1133 | 0.1605 | 1.1133 | 1.0551 |
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- | No log | 1.5054 | 140 | 1.3908 | 0.2542 | 1.3908 | 1.1793 |
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- | No log | 1.5269 | 142 | 1.8699 | 0.1871 | 1.8699 | 1.3675 |
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- | No log | 1.5484 | 144 | 1.9668 | 0.1252 | 1.9668 | 1.4024 |
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- | No log | 1.5699 | 146 | 1.7693 | 0.2005 | 1.7693 | 1.3302 |
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- | No log | 1.5914 | 148 | 1.5197 | 0.1814 | 1.5197 | 1.2328 |
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- | No log | 1.6129 | 150 | 1.2803 | 0.0401 | 1.2803 | 1.1315 |
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- | No log | 1.6344 | 152 | 1.1228 | 0.1170 | 1.1228 | 1.0596 |
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- | No log | 1.6559 | 154 | 1.0580 | 0.1199 | 1.0580 | 1.0286 |
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- | No log | 1.6774 | 156 | 1.1356 | 0.1379 | 1.1356 | 1.0657 |
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- | No log | 1.6989 | 158 | 1.4069 | 0.2465 | 1.4069 | 1.1861 |
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- | No log | 1.7204 | 160 | 1.8336 | 0.2193 | 1.8336 | 1.3541 |
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- | No log | 1.7419 | 162 | 2.0142 | 0.1456 | 2.0142 | 1.4192 |
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- | No log | 1.7634 | 164 | 1.9025 | 0.2051 | 1.9025 | 1.3793 |
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- | No log | 1.7849 | 166 | 1.6151 | 0.2525 | 1.6151 | 1.2709 |
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- | No log | 1.8065 | 168 | 1.5721 | 0.2525 | 1.5721 | 1.2538 |
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- | No log | 1.8280 | 170 | 1.5572 | 0.2221 | 1.5572 | 1.2479 |
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- | No log | 1.8495 | 172 | 1.5054 | 0.2292 | 1.5054 | 1.2270 |
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- | No log | 1.8710 | 174 | 1.4936 | 0.2239 | 1.4936 | 1.2221 |
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- | No log | 1.8925 | 176 | 1.4611 | 0.2239 | 1.4611 | 1.2088 |
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- | No log | 1.9140 | 178 | 1.5698 | 0.1902 | 1.5698 | 1.2529 |
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- | No log | 1.9355 | 180 | 1.7874 | 0.1860 | 1.7874 | 1.3369 |
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- | No log | 1.9570 | 182 | 1.8807 | 0.1525 | 1.8807 | 1.3714 |
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- | No log | 1.9785 | 184 | 1.8355 | 0.1279 | 1.8355 | 1.3548 |
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- | No log | 2.0 | 186 | 1.6689 | 0.1509 | 1.6689 | 1.2919 |
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- | No log | 2.0215 | 188 | 1.5010 | 0.1703 | 1.5010 | 1.2252 |
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- | No log | 2.0430 | 190 | 1.3015 | 0.1486 | 1.3015 | 1.1408 |
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- | No log | 2.0645 | 192 | 1.1593 | 0.0510 | 1.1593 | 1.0767 |
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- | No log | 2.0860 | 194 | 1.1698 | 0.1562 | 1.1698 | 1.0816 |
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- | No log | 2.1075 | 196 | 1.3057 | 0.2170 | 1.3057 | 1.1427 |
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- | No log | 2.1290 | 198 | 1.4225 | 0.2270 | 1.4225 | 1.1927 |
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- | No log | 2.1505 | 200 | 1.3443 | 0.2437 | 1.3443 | 1.1595 |
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- | No log | 2.1720 | 202 | 1.3218 | 0.1892 | 1.3218 | 1.1497 |
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- | No log | 2.1935 | 204 | 1.4010 | 0.2170 | 1.4010 | 1.1837 |
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- | No log | 2.2151 | 206 | 1.3365 | 0.1832 | 1.3365 | 1.1561 |
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- | No log | 2.2366 | 208 | 1.5624 | 0.2270 | 1.5624 | 1.2500 |
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- | No log | 2.2581 | 210 | 1.6382 | 0.2159 | 1.6382 | 1.2799 |
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- | No log | 2.2796 | 212 | 1.4411 | 0.2437 | 1.4411 | 1.2005 |
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- | No log | 2.3011 | 214 | 1.1154 | 0.2885 | 1.1154 | 1.0561 |
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- | No log | 2.3226 | 216 | 1.1251 | 0.2661 | 1.1251 | 1.0607 |
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- | No log | 2.3441 | 218 | 1.4267 | 0.2110 | 1.4267 | 1.1944 |
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- | No log | 2.3656 | 220 | 1.5313 | 0.2159 | 1.5313 | 1.2375 |
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- | No log | 2.3871 | 222 | 1.5702 | 0.1509 | 1.5702 | 1.2531 |
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- | No log | 2.4086 | 224 | 1.4980 | 0.2062 | 1.4980 | 1.2239 |
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- | No log | 2.4301 | 226 | 1.4441 | 0.2062 | 1.4441 | 1.2017 |
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- | No log | 2.4516 | 228 | 1.4336 | 0.2004 | 1.4336 | 1.1973 |
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- | No log | 2.4731 | 230 | 1.5728 | 0.1509 | 1.5728 | 1.2541 |
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- | No log | 2.4946 | 232 | 1.6071 | 0.1509 | 1.6071 | 1.2677 |
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- | No log | 2.5161 | 234 | 1.3943 | 0.1880 | 1.3943 | 1.1808 |
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- | No log | 2.5376 | 236 | 1.1299 | 0.1052 | 1.1299 | 1.0630 |
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- | No log | 2.5591 | 238 | 1.0157 | 0.1230 | 1.0157 | 1.0078 |
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- | No log | 2.5806 | 240 | 1.0528 | 0.1911 | 1.0528 | 1.0261 |
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- | No log | 2.6022 | 242 | 1.2656 | 0.2363 | 1.2656 | 1.125 |
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- | No log | 2.6237 | 244 | 1.5222 | 0.1476 | 1.5222 | 1.2338 |
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- | No log | 2.6452 | 246 | 1.5890 | 0.1601 | 1.5890 | 1.2606 |
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- | No log | 2.6667 | 248 | 1.4368 | 0.1595 | 1.4368 | 1.1986 |
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- | No log | 2.6882 | 250 | 1.3675 | 0.1958 | 1.3675 | 1.1694 |
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- | No log | 2.7097 | 252 | 1.4342 | 0.2070 | 1.4342 | 1.1976 |
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- | No log | 2.7312 | 254 | 1.3320 | 0.2291 | 1.3320 | 1.1541 |
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- | No log | 2.7527 | 256 | 1.2861 | 0.2611 | 1.2861 | 1.1341 |
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- | No log | 2.7742 | 258 | 1.2883 | 0.2522 | 1.2883 | 1.1350 |
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- | No log | 2.7957 | 260 | 1.2231 | 0.2239 | 1.2231 | 1.1059 |
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- | No log | 2.8172 | 262 | 1.1809 | 0.1814 | 1.1809 | 1.0867 |
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- | No log | 2.8387 | 264 | 1.1636 | 0.1255 | 1.1636 | 1.0787 |
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- | No log | 2.8602 | 266 | 1.2492 | 0.2261 | 1.2492 | 1.1177 |
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- | No log | 2.8817 | 268 | 1.4320 | 0.2672 | 1.4320 | 1.1967 |
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- | No log | 2.9032 | 270 | 1.6073 | 0.2806 | 1.6073 | 1.2678 |
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- | No log | 2.9247 | 272 | 1.6309 | 0.2406 | 1.6309 | 1.2771 |
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- | No log | 2.9462 | 274 | 1.6548 | 0.2110 | 1.6548 | 1.2864 |
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- | No log | 2.9677 | 276 | 1.5268 | 0.2653 | 1.5268 | 1.2356 |
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- | No log | 2.9892 | 278 | 1.3176 | 0.1943 | 1.3176 | 1.1479 |
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- | No log | 3.0108 | 280 | 1.0865 | 0.0781 | 1.0865 | 1.0423 |
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- | No log | 3.0323 | 282 | 0.9392 | 0.1629 | 0.9392 | 0.9691 |
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- | No log | 3.0538 | 284 | 0.9145 | 0.2794 | 0.9145 | 0.9563 |
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- | No log | 3.0753 | 286 | 0.9729 | 0.2627 | 0.9729 | 0.9864 |
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- | No log | 3.0968 | 288 | 1.1697 | 0.1880 | 1.1697 | 1.0815 |
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- | No log | 3.1183 | 290 | 1.2815 | 0.1880 | 1.2815 | 1.1320 |
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- | No log | 3.1398 | 292 | 1.2793 | 0.1880 | 1.2793 | 1.1311 |
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- | No log | 3.1613 | 294 | 1.2069 | 0.1744 | 1.2069 | 1.0986 |
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- | No log | 3.1828 | 296 | 1.1090 | 0.1649 | 1.1090 | 1.0531 |
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- | No log | 3.2043 | 298 | 1.0997 | 0.2130 | 1.0997 | 1.0487 |
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- | No log | 3.2258 | 300 | 1.1841 | 0.2172 | 1.1841 | 1.0882 |
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- | No log | 3.2473 | 302 | 1.3708 | 0.2239 | 1.3708 | 1.1708 |
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- | No log | 3.2688 | 304 | 1.4518 | 0.2342 | 1.4518 | 1.2049 |
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- | No log | 3.2903 | 306 | 1.4523 | 0.2342 | 1.4523 | 1.2051 |
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- | No log | 3.3118 | 308 | 1.3588 | 0.2772 | 1.3588 | 1.1657 |
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- | No log | 3.3333 | 310 | 1.3304 | 0.2647 | 1.3304 | 1.1534 |
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- | No log | 3.3548 | 312 | 1.3592 | 0.2292 | 1.3592 | 1.1659 |
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- | No log | 3.3763 | 314 | 1.5611 | 0.2317 | 1.5611 | 1.2494 |
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- | No log | 3.3978 | 316 | 1.6678 | 0.2053 | 1.6678 | 1.2914 |
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- | No log | 3.4194 | 318 | 1.7323 | 0.1964 | 1.7323 | 1.3162 |
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- | No log | 3.4409 | 320 | 1.5221 | 0.2974 | 1.5221 | 1.2337 |
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- | No log | 3.4624 | 322 | 1.2190 | 0.2306 | 1.2190 | 1.1041 |
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- | No log | 3.4839 | 324 | 1.0959 | 0.1676 | 1.0959 | 1.0469 |
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- | No log | 3.5054 | 326 | 1.1454 | 0.1797 | 1.1454 | 1.0702 |
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- | No log | 3.5269 | 328 | 1.2693 | 0.1052 | 1.2693 | 1.1267 |
216
- | No log | 3.5484 | 330 | 1.4273 | 0.1943 | 1.4273 | 1.1947 |
217
- | No log | 3.5699 | 332 | 1.4866 | 0.2170 | 1.4866 | 1.2193 |
218
- | No log | 3.5914 | 334 | 1.4410 | 0.1943 | 1.4410 | 1.2004 |
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- | No log | 3.6129 | 336 | 1.3599 | 0.1486 | 1.3599 | 1.1662 |
220
- | No log | 3.6344 | 338 | 1.3789 | 0.1943 | 1.3789 | 1.1743 |
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- | No log | 3.6559 | 340 | 1.3667 | 0.2184 | 1.3667 | 1.1691 |
222
- | No log | 3.6774 | 342 | 1.2504 | 0.1228 | 1.2504 | 1.1182 |
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- | No log | 3.6989 | 344 | 1.2509 | 0.1904 | 1.2509 | 1.1184 |
224
- | No log | 3.7204 | 346 | 1.3403 | 0.2239 | 1.3403 | 1.1577 |
225
- | No log | 3.7419 | 348 | 1.4987 | 0.2342 | 1.4987 | 1.2242 |
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- | No log | 3.7634 | 350 | 1.5451 | 0.2391 | 1.5451 | 1.2430 |
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- | No log | 3.7849 | 352 | 1.5079 | 0.1703 | 1.5079 | 1.2280 |
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- | No log | 3.8065 | 354 | 1.4628 | 0.1486 | 1.4628 | 1.2094 |
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- | No log | 3.8280 | 356 | 1.3758 | 0.1142 | 1.3758 | 1.1730 |
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- | No log | 3.8495 | 358 | 1.3281 | 0.1634 | 1.3281 | 1.1524 |
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- | No log | 3.8710 | 360 | 1.2827 | 0.2292 | 1.2827 | 1.1326 |
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- | No log | 3.8925 | 362 | 1.2684 | 0.2417 | 1.2684 | 1.1262 |
233
- | No log | 3.9140 | 364 | 1.3540 | 0.2391 | 1.3540 | 1.1636 |
234
- | No log | 3.9355 | 366 | 1.4717 | 0.2525 | 1.4717 | 1.2131 |
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- | No log | 3.9570 | 368 | 1.6087 | 0.2681 | 1.6087 | 1.2684 |
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- | No log | 3.9785 | 370 | 1.5107 | 0.2525 | 1.5107 | 1.2291 |
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- | No log | 4.0 | 372 | 1.2941 | 0.2391 | 1.2941 | 1.1376 |
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- | No log | 4.0215 | 374 | 1.1496 | 0.1486 | 1.1496 | 1.0722 |
239
- | No log | 4.0430 | 376 | 1.0785 | 0.0781 | 1.0785 | 1.0385 |
240
- | No log | 4.0645 | 378 | 1.0956 | 0.1552 | 1.0956 | 1.0467 |
241
- | No log | 4.0860 | 380 | 1.2324 | 0.2568 | 1.2324 | 1.1101 |
242
- | No log | 4.1075 | 382 | 1.5305 | 0.2644 | 1.5305 | 1.2371 |
243
- | No log | 4.1290 | 384 | 1.6777 | 0.2874 | 1.6777 | 1.2953 |
244
- | No log | 4.1505 | 386 | 1.5991 | 0.2644 | 1.5991 | 1.2645 |
245
- | No log | 4.1720 | 388 | 1.4493 | 0.2611 | 1.4493 | 1.2039 |
246
- | No log | 4.1935 | 390 | 1.2650 | 0.1886 | 1.2650 | 1.1247 |
247
- | No log | 4.2151 | 392 | 1.2074 | 0.1202 | 1.2074 | 1.0988 |
248
- | No log | 4.2366 | 394 | 1.2038 | 0.1202 | 1.2038 | 1.0972 |
249
- | No log | 4.2581 | 396 | 1.2397 | 0.1886 | 1.2397 | 1.1134 |
250
- | No log | 4.2796 | 398 | 1.3054 | 0.2292 | 1.3054 | 1.1425 |
251
- | No log | 4.3011 | 400 | 1.4175 | 0.2482 | 1.4175 | 1.1906 |
252
- | No log | 4.3226 | 402 | 1.4748 | 0.2317 | 1.4748 | 1.2144 |
253
- | No log | 4.3441 | 404 | 1.4980 | 0.2317 | 1.4980 | 1.2239 |
254
- | No log | 4.3656 | 406 | 1.4108 | 0.2482 | 1.4108 | 1.1878 |
255
- | No log | 4.3871 | 408 | 1.3521 | 0.2292 | 1.3521 | 1.1628 |
256
- | No log | 4.4086 | 410 | 1.3723 | 0.2568 | 1.3723 | 1.1715 |
257
- | No log | 4.4301 | 412 | 1.3967 | 0.2568 | 1.3967 | 1.1818 |
258
- | No log | 4.4516 | 414 | 1.4504 | 0.2653 | 1.4504 | 1.2043 |
259
- | No log | 4.4731 | 416 | 1.5321 | 0.2566 | 1.5321 | 1.2378 |
260
- | No log | 4.4946 | 418 | 1.6750 | 0.2193 | 1.6750 | 1.2942 |
261
- | No log | 4.5161 | 420 | 1.6249 | 0.2379 | 1.6249 | 1.2747 |
262
- | No log | 4.5376 | 422 | 1.4824 | 0.2606 | 1.4824 | 1.2175 |
263
- | No log | 4.5591 | 424 | 1.3009 | 0.2209 | 1.3009 | 1.1406 |
264
- | No log | 4.5806 | 426 | 1.2624 | 0.2283 | 1.2624 | 1.1235 |
265
- | No log | 4.6022 | 428 | 1.2759 | 0.1989 | 1.2759 | 1.1295 |
266
- | No log | 4.6237 | 430 | 1.3766 | 0.2184 | 1.3766 | 1.1733 |
267
- | No log | 4.6452 | 432 | 1.4513 | 0.2239 | 1.4513 | 1.2047 |
268
- | No log | 4.6667 | 434 | 1.4114 | 0.2062 | 1.4114 | 1.1880 |
269
- | No log | 4.6882 | 436 | 1.4213 | 0.2653 | 1.4213 | 1.1922 |
270
- | No log | 4.7097 | 438 | 1.4400 | 0.2940 | 1.4400 | 1.2000 |
271
- | No log | 4.7312 | 440 | 1.5414 | 0.2840 | 1.5414 | 1.2415 |
272
- | No log | 4.7527 | 442 | 1.5039 | 0.3363 | 1.5039 | 1.2263 |
273
- | No log | 4.7742 | 444 | 1.4892 | 0.2840 | 1.4892 | 1.2203 |
274
- | No log | 4.7957 | 446 | 1.3084 | 0.3020 | 1.3084 | 1.1439 |
275
- | No log | 4.8172 | 448 | 1.2344 | 0.3089 | 1.2344 | 1.1110 |
276
- | No log | 4.8387 | 450 | 1.3725 | 0.2694 | 1.3725 | 1.1715 |
277
- | No log | 4.8602 | 452 | 1.6312 | 0.2252 | 1.6312 | 1.2772 |
278
- | No log | 4.8817 | 454 | 1.6455 | 0.2296 | 1.6455 | 1.2828 |
279
- | No log | 4.9032 | 456 | 1.5054 | 0.2940 | 1.5054 | 1.2269 |
280
- | No log | 4.9247 | 458 | 1.2638 | 0.2084 | 1.2638 | 1.1242 |
281
- | No log | 4.9462 | 460 | 1.1719 | 0.2113 | 1.1719 | 1.0826 |
282
- | No log | 4.9677 | 462 | 1.2201 | 0.1911 | 1.2201 | 1.1046 |
283
- | No log | 4.9892 | 464 | 1.3751 | 0.1024 | 1.3751 | 1.1726 |
284
- | No log | 5.0108 | 466 | 1.5192 | 0.2239 | 1.5192 | 1.2326 |
285
- | No log | 5.0323 | 468 | 1.6161 | 0.2568 | 1.6161 | 1.2712 |
286
- | No log | 5.0538 | 470 | 1.6655 | 0.2694 | 1.6655 | 1.2905 |
287
- | No log | 5.0753 | 472 | 1.6441 | 0.2067 | 1.6441 | 1.2822 |
288
- | No log | 5.0968 | 474 | 1.5320 | 0.1963 | 1.5320 | 1.2377 |
289
- | No log | 5.1183 | 476 | 1.4133 | 0.1958 | 1.4133 | 1.1888 |
290
- | No log | 5.1398 | 478 | 1.2913 | 0.2251 | 1.2913 | 1.1364 |
291
- | No log | 5.1613 | 480 | 1.2097 | 0.2471 | 1.2097 | 1.0999 |
292
- | No log | 5.1828 | 482 | 1.1899 | 0.1750 | 1.1899 | 1.0908 |
293
- | No log | 5.2043 | 484 | 1.1653 | 0.1047 | 1.1653 | 1.0795 |
294
- | No log | 5.2258 | 486 | 1.2130 | 0.1654 | 1.2130 | 1.1014 |
295
- | No log | 5.2473 | 488 | 1.3723 | 0.1958 | 1.3723 | 1.1714 |
296
- | No log | 5.2688 | 490 | 1.6275 | 0.2488 | 1.6275 | 1.2757 |
297
- | No log | 5.2903 | 492 | 1.8586 | 0.2008 | 1.8586 | 1.3633 |
298
- | No log | 5.3118 | 494 | 1.8842 | 0.1925 | 1.8842 | 1.3726 |
299
- | No log | 5.3333 | 496 | 1.7536 | 0.2601 | 1.7536 | 1.3242 |
300
- | No log | 5.3548 | 498 | 1.5198 | 0.2482 | 1.5198 | 1.2328 |
301
- | 0.2907 | 5.3763 | 500 | 1.3779 | 0.1744 | 1.3779 | 1.1738 |
302
- | 0.2907 | 5.3978 | 502 | 1.3355 | 0.0401 | 1.3355 | 1.1557 |
303
- | 0.2907 | 5.4194 | 504 | 1.3954 | 0.1407 | 1.3954 | 1.1813 |
304
- | 0.2907 | 5.4409 | 506 | 1.5170 | 0.2611 | 1.5170 | 1.2316 |
305
- | 0.2907 | 5.4624 | 508 | 1.5093 | 0.2806 | 1.5093 | 1.2285 |
306
- | 0.2907 | 5.4839 | 510 | 1.3850 | 0.2653 | 1.3850 | 1.1769 |
307
- | 0.2907 | 5.5054 | 512 | 1.3929 | 0.2653 | 1.3929 | 1.1802 |
308
- | 0.2907 | 5.5269 | 514 | 1.5408 | 0.2874 | 1.5408 | 1.2413 |
309
- | 0.2907 | 5.5484 | 516 | 1.7864 | 0.2636 | 1.7864 | 1.3365 |
310
- | 0.2907 | 5.5699 | 518 | 1.8263 | 0.2494 | 1.8263 | 1.3514 |
311
- | 0.2907 | 5.5914 | 520 | 1.6995 | 0.2606 | 1.6995 | 1.3037 |
312
- | 0.2907 | 5.6129 | 522 | 1.5165 | 0.2126 | 1.5165 | 1.2314 |
313
- | 0.2907 | 5.6344 | 524 | 1.4181 | 0.1814 | 1.4181 | 1.1908 |
314
- | 0.2907 | 5.6559 | 526 | 1.3700 | 0.1814 | 1.3700 | 1.1705 |
315
- | 0.2907 | 5.6774 | 528 | 1.3536 | 0.1814 | 1.3536 | 1.1634 |
316
- | 0.2907 | 5.6989 | 530 | 1.4252 | 0.2126 | 1.4252 | 1.1938 |
317
- | 0.2907 | 5.7204 | 532 | 1.4357 | 0.2126 | 1.4357 | 1.1982 |
318
- | 0.2907 | 5.7419 | 534 | 1.3811 | 0.2126 | 1.3811 | 1.1752 |
319
- | 0.2907 | 5.7634 | 536 | 1.4176 | 0.1943 | 1.4176 | 1.1906 |
320
- | 0.2907 | 5.7849 | 538 | 1.3925 | 0.2342 | 1.3925 | 1.1800 |
321
- | 0.2907 | 5.8065 | 540 | 1.4737 | 0.2342 | 1.4737 | 1.2140 |
322
- | 0.2907 | 5.8280 | 542 | 1.5543 | 0.2611 | 1.5543 | 1.2467 |
323
- | 0.2907 | 5.8495 | 544 | 1.4810 | 0.2292 | 1.4810 | 1.2170 |
324
- | 0.2907 | 5.8710 | 546 | 1.3148 | 0.1814 | 1.3148 | 1.1466 |
325
- | 0.2907 | 5.8925 | 548 | 1.2605 | 0.1407 | 1.2605 | 1.1227 |
326
- | 0.2907 | 5.9140 | 550 | 1.2802 | 0.1407 | 1.2802 | 1.1315 |
327
- | 0.2907 | 5.9355 | 552 | 1.3057 | 0.1407 | 1.3057 | 1.1427 |
328
- | 0.2907 | 5.9570 | 554 | 1.3542 | 0.1744 | 1.3542 | 1.1637 |
329
- | 0.2907 | 5.9785 | 556 | 1.4999 | 0.2568 | 1.4999 | 1.2247 |
330
- | 0.2907 | 6.0 | 558 | 1.5960 | 0.2974 | 1.5960 | 1.2633 |
331
- | 0.2907 | 6.0215 | 560 | 1.6062 | 0.2694 | 1.6062 | 1.2674 |
332
- | 0.2907 | 6.0430 | 562 | 1.5482 | 0.2694 | 1.5482 | 1.2443 |
333
- | 0.2907 | 6.0645 | 564 | 1.4247 | 0.2239 | 1.4247 | 1.1936 |
334
- | 0.2907 | 6.0860 | 566 | 1.3936 | 0.2372 | 1.3936 | 1.1805 |
335
- | 0.2907 | 6.1075 | 568 | 1.4760 | 0.2065 | 1.4760 | 1.2149 |
336
- | 0.2907 | 6.1290 | 570 | 1.4907 | 0.1814 | 1.4907 | 1.2210 |
337
- | 0.2907 | 6.1505 | 572 | 1.4691 | 0.1142 | 1.4691 | 1.2121 |
338
- | 0.2907 | 6.1720 | 574 | 1.4590 | 0.2065 | 1.4590 | 1.2079 |
339
- | 0.2907 | 6.1935 | 576 | 1.4474 | 0.2568 | 1.4474 | 1.2031 |
340
- | 0.2907 | 6.2151 | 578 | 1.4237 | 0.2511 | 1.4237 | 1.1932 |
341
- | 0.2907 | 6.2366 | 580 | 1.4521 | 0.2511 | 1.4521 | 1.2050 |
342
- | 0.2907 | 6.2581 | 582 | 1.4635 | 0.1898 | 1.4635 | 1.2097 |
343
- | 0.2907 | 6.2796 | 584 | 1.4206 | 0.0970 | 1.4206 | 1.1919 |
344
- | 0.2907 | 6.3011 | 586 | 1.3443 | 0.0401 | 1.3443 | 1.1594 |
345
- | 0.2907 | 6.3226 | 588 | 1.3351 | 0.0401 | 1.3351 | 1.1554 |
346
- | 0.2907 | 6.3441 | 590 | 1.3594 | 0.0781 | 1.3594 | 1.1659 |
347
- | 0.2907 | 6.3656 | 592 | 1.3563 | 0.0878 | 1.3563 | 1.1646 |
 
 
 
 
 
 
 
 
 
348
 
349
 
350
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_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: 1.0099
19
+ - Qwk: 0.2012
20
+ - Mse: 1.0099
21
+ - Rmse: 1.0049
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0222 | 2 | 4.1290 | -0.0270 | 4.1290 | 2.0320 |
53
+ | No log | 0.0444 | 4 | 2.8112 | -0.0863 | 2.8112 | 1.6767 |
54
+ | No log | 0.0667 | 6 | 2.0799 | 0.0247 | 2.0799 | 1.4422 |
55
+ | No log | 0.0889 | 8 | 1.1733 | 0.1549 | 1.1733 | 1.0832 |
56
+ | No log | 0.1111 | 10 | 1.0820 | 0.2114 | 1.0820 | 1.0402 |
57
+ | No log | 0.1333 | 12 | 1.2257 | 0.0850 | 1.2257 | 1.1071 |
58
+ | No log | 0.1556 | 14 | 1.2298 | 0.0462 | 1.2298 | 1.1089 |
59
+ | No log | 0.1778 | 16 | 1.0251 | 0.2944 | 1.0251 | 1.0125 |
60
+ | No log | 0.2 | 18 | 1.0431 | 0.2849 | 1.0431 | 1.0213 |
61
+ | No log | 0.2222 | 20 | 1.0585 | 0.1727 | 1.0585 | 1.0288 |
62
+ | No log | 0.2444 | 22 | 0.9898 | 0.2667 | 0.9898 | 0.9949 |
63
+ | No log | 0.2667 | 24 | 1.0143 | 0.2023 | 1.0143 | 1.0071 |
64
+ | No log | 0.2889 | 26 | 1.0357 | 0.2023 | 1.0357 | 1.0177 |
65
+ | No log | 0.3111 | 28 | 1.0523 | 0.1509 | 1.0523 | 1.0258 |
66
+ | No log | 0.3333 | 30 | 1.0077 | 0.1997 | 1.0077 | 1.0039 |
67
+ | No log | 0.3556 | 32 | 0.9828 | 0.2944 | 0.9828 | 0.9914 |
68
+ | No log | 0.3778 | 34 | 1.0560 | 0.2651 | 1.0560 | 1.0276 |
69
+ | No log | 0.4 | 36 | 1.1591 | 0.2392 | 1.1591 | 1.0766 |
70
+ | No log | 0.4222 | 38 | 1.2321 | 0.1842 | 1.2321 | 1.1100 |
71
+ | No log | 0.4444 | 40 | 1.0046 | 0.2963 | 1.0046 | 1.0023 |
72
+ | No log | 0.4667 | 42 | 0.9513 | 0.3236 | 0.9513 | 0.9753 |
73
+ | No log | 0.4889 | 44 | 0.9632 | 0.2671 | 0.9632 | 0.9814 |
74
+ | No log | 0.5111 | 46 | 1.1460 | 0.1900 | 1.1460 | 1.0705 |
75
+ | No log | 0.5333 | 48 | 1.2516 | -0.0305 | 1.2516 | 1.1187 |
76
+ | No log | 0.5556 | 50 | 1.2277 | 0.0293 | 1.2277 | 1.1080 |
77
+ | No log | 0.5778 | 52 | 1.2600 | 0.0078 | 1.2600 | 1.1225 |
78
+ | No log | 0.6 | 54 | 1.2581 | 0.0111 | 1.2581 | 1.1217 |
79
+ | No log | 0.6222 | 56 | 1.2417 | 0.0548 | 1.2417 | 1.1143 |
80
+ | No log | 0.6444 | 58 | 1.3799 | 0.0970 | 1.3799 | 1.1747 |
81
+ | No log | 0.6667 | 60 | 1.5285 | 0.0318 | 1.5285 | 1.2363 |
82
+ | No log | 0.6889 | 62 | 1.8463 | -0.1320 | 1.8463 | 1.3588 |
83
+ | No log | 0.7111 | 64 | 1.3625 | 0.0610 | 1.3625 | 1.1673 |
84
+ | No log | 0.7333 | 66 | 0.9870 | 0.2265 | 0.9870 | 0.9935 |
85
+ | No log | 0.7556 | 68 | 0.9646 | 0.2746 | 0.9646 | 0.9822 |
86
+ | No log | 0.7778 | 70 | 1.0827 | 0.2149 | 1.0827 | 1.0406 |
87
+ | No log | 0.8 | 72 | 1.3162 | 0.0160 | 1.3162 | 1.1472 |
88
+ | No log | 0.8222 | 74 | 1.3918 | -0.0411 | 1.3918 | 1.1797 |
89
+ | No log | 0.8444 | 76 | 1.3022 | 0.0160 | 1.3022 | 1.1411 |
90
+ | No log | 0.8667 | 78 | 1.0325 | 0.2873 | 1.0325 | 1.0161 |
91
+ | No log | 0.8889 | 80 | 0.9519 | 0.2841 | 0.9519 | 0.9757 |
92
+ | No log | 0.9111 | 82 | 0.9479 | 0.2935 | 0.9479 | 0.9736 |
93
+ | No log | 0.9333 | 84 | 0.9162 | 0.3370 | 0.9162 | 0.9572 |
94
+ | No log | 0.9556 | 86 | 0.9663 | 0.2467 | 0.9663 | 0.9830 |
95
+ | No log | 0.9778 | 88 | 1.1519 | 0.1643 | 1.1519 | 1.0733 |
96
+ | No log | 1.0 | 90 | 1.3160 | -0.0251 | 1.3160 | 1.1472 |
97
+ | No log | 1.0222 | 92 | 1.2856 | 0.0811 | 1.2856 | 1.1338 |
98
+ | No log | 1.0444 | 94 | 1.1539 | 0.1649 | 1.1539 | 1.0742 |
99
+ | No log | 1.0667 | 96 | 0.9741 | 0.2569 | 0.9741 | 0.9870 |
100
+ | No log | 1.0889 | 98 | 0.9555 | 0.2594 | 0.9555 | 0.9775 |
101
+ | No log | 1.1111 | 100 | 0.9936 | 0.2161 | 0.9936 | 0.9968 |
102
+ | No log | 1.1333 | 102 | 1.0537 | 0.2569 | 1.0537 | 1.0265 |
103
+ | No log | 1.1556 | 104 | 1.0818 | 0.3623 | 1.0818 | 1.0401 |
104
+ | No log | 1.1778 | 106 | 1.1417 | 0.25 | 1.1417 | 1.0685 |
105
+ | No log | 1.2 | 108 | 1.1369 | 0.3344 | 1.1369 | 1.0663 |
106
+ | No log | 1.2222 | 110 | 1.0476 | 0.4020 | 1.0476 | 1.0235 |
107
+ | No log | 1.2444 | 112 | 1.0303 | 0.3743 | 1.0303 | 1.0150 |
108
+ | No log | 1.2667 | 114 | 1.0893 | 0.3920 | 1.0893 | 1.0437 |
109
+ | No log | 1.2889 | 116 | 1.1393 | 0.3415 | 1.1393 | 1.0674 |
110
+ | No log | 1.3111 | 118 | 1.2605 | 0.2686 | 1.2605 | 1.1227 |
111
+ | No log | 1.3333 | 120 | 1.4101 | 0.2391 | 1.4101 | 1.1875 |
112
+ | No log | 1.3556 | 122 | 1.4384 | 0.1789 | 1.4384 | 1.1993 |
113
+ | No log | 1.3778 | 124 | 1.3751 | 0.2004 | 1.3751 | 1.1727 |
114
+ | No log | 1.4 | 126 | 1.2648 | 0.2455 | 1.2648 | 1.1246 |
115
+ | No log | 1.4222 | 128 | 1.0918 | 0.2175 | 1.0918 | 1.0449 |
116
+ | No log | 1.4444 | 130 | 1.0016 | 0.0761 | 1.0016 | 1.0008 |
117
+ | No log | 1.4667 | 132 | 1.1184 | 0.2834 | 1.1184 | 1.0576 |
118
+ | No log | 1.4889 | 134 | 1.1741 | 0.2925 | 1.1741 | 1.0835 |
119
+ | No log | 1.5111 | 136 | 1.1324 | 0.2834 | 1.1324 | 1.0642 |
120
+ | No log | 1.5333 | 138 | 0.9953 | 0.1007 | 0.9953 | 0.9976 |
121
+ | No log | 1.5556 | 140 | 1.0820 | 0.2820 | 1.0820 | 1.0402 |
122
+ | No log | 1.5778 | 142 | 1.2463 | 0.2506 | 1.2463 | 1.1164 |
123
+ | No log | 1.6 | 144 | 1.2535 | 0.2816 | 1.2535 | 1.1196 |
124
+ | No log | 1.6222 | 146 | 1.2268 | 0.2417 | 1.2268 | 1.1076 |
125
+ | No log | 1.6444 | 148 | 1.3267 | 0.2896 | 1.3267 | 1.1518 |
126
+ | No log | 1.6667 | 150 | 1.4088 | 0.2417 | 1.4088 | 1.1869 |
127
+ | No log | 1.6889 | 152 | 1.2591 | 0.1512 | 1.2591 | 1.1221 |
128
+ | No log | 1.7111 | 154 | 1.0998 | 0.1944 | 1.0998 | 1.0487 |
129
+ | No log | 1.7333 | 156 | 0.9882 | 0.2077 | 0.9882 | 0.9941 |
130
+ | No log | 1.7556 | 158 | 1.0201 | 0.2384 | 1.0201 | 1.0100 |
131
+ | No log | 1.7778 | 160 | 1.1423 | 0.2130 | 1.1423 | 1.0688 |
132
+ | No log | 1.8 | 162 | 1.2926 | 0.1700 | 1.2926 | 1.1369 |
133
+ | No log | 1.8222 | 164 | 1.3521 | 0.1370 | 1.3521 | 1.1628 |
134
+ | No log | 1.8444 | 166 | 1.2616 | 0.0741 | 1.2616 | 1.1232 |
135
+ | No log | 1.8667 | 168 | 1.1987 | 0.0227 | 1.1987 | 1.0948 |
136
+ | No log | 1.8889 | 170 | 1.1011 | 0.0981 | 1.1011 | 1.0493 |
137
+ | No log | 1.9111 | 172 | 1.1084 | 0.0824 | 1.1084 | 1.0528 |
138
+ | No log | 1.9333 | 174 | 1.1873 | 0.0574 | 1.1873 | 1.0896 |
139
+ | No log | 1.9556 | 176 | 1.2443 | 0.0227 | 1.2443 | 1.1155 |
140
+ | No log | 1.9778 | 178 | 1.2610 | 0.0961 | 1.2610 | 1.1230 |
141
+ | No log | 2.0 | 180 | 1.1504 | 0.2392 | 1.1504 | 1.0726 |
142
+ | No log | 2.0222 | 182 | 1.0506 | 0.2651 | 1.0506 | 1.0250 |
143
+ | No log | 2.0444 | 184 | 1.0271 | 0.1873 | 1.0271 | 1.0134 |
144
+ | No log | 2.0667 | 186 | 1.0558 | 0.1826 | 1.0558 | 1.0275 |
145
+ | No log | 2.0889 | 188 | 1.0839 | 0.1101 | 1.0839 | 1.0411 |
146
+ | No log | 2.1111 | 190 | 1.1794 | 0.1370 | 1.1794 | 1.0860 |
147
+ | No log | 2.1333 | 192 | 1.1296 | 0.1521 | 1.1296 | 1.0628 |
148
+ | No log | 2.1556 | 194 | 1.0013 | 0.1341 | 1.0013 | 1.0007 |
149
+ | No log | 2.1778 | 196 | 0.9204 | 0.1493 | 0.9204 | 0.9594 |
150
+ | No log | 2.2 | 198 | 0.9040 | 0.2888 | 0.9040 | 0.9508 |
151
+ | No log | 2.2222 | 200 | 0.9380 | 0.2114 | 0.9380 | 0.9685 |
152
+ | No log | 2.2444 | 202 | 0.9857 | 0.2314 | 0.9857 | 0.9928 |
153
+ | No log | 2.2667 | 204 | 1.1354 | 0.2012 | 1.1354 | 1.0656 |
154
+ | No log | 2.2889 | 206 | 1.2989 | 0.2542 | 1.2989 | 1.1397 |
155
+ | No log | 2.3111 | 208 | 1.3309 | 0.2313 | 1.3309 | 1.1536 |
156
+ | No log | 2.3333 | 210 | 1.2086 | 0.2750 | 1.2086 | 1.0993 |
157
+ | No log | 2.3556 | 212 | 1.1061 | 0.3039 | 1.1061 | 1.0517 |
158
+ | No log | 2.3778 | 214 | 1.0689 | 0.2981 | 1.0689 | 1.0339 |
159
+ | No log | 2.4 | 216 | 1.0828 | 0.2066 | 1.0828 | 1.0406 |
160
+ | No log | 2.4222 | 218 | 1.1047 | 0.1671 | 1.1047 | 1.0511 |
161
+ | No log | 2.4444 | 220 | 1.1335 | 0.1918 | 1.1335 | 1.0647 |
162
+ | No log | 2.4667 | 222 | 1.1408 | 0.1976 | 1.1408 | 1.0681 |
163
+ | No log | 2.4889 | 224 | 1.1138 | 0.2843 | 1.1138 | 1.0554 |
164
+ | No log | 2.5111 | 226 | 1.1272 | 0.25 | 1.1272 | 1.0617 |
165
+ | No log | 2.5333 | 228 | 1.1426 | 0.1570 | 1.1426 | 1.0689 |
166
+ | No log | 2.5556 | 230 | 1.1120 | 0.1799 | 1.1120 | 1.0545 |
167
+ | No log | 2.5778 | 232 | 1.1030 | 0.1954 | 1.1030 | 1.0502 |
168
+ | No log | 2.6 | 234 | 1.0795 | 0.2024 | 1.0795 | 1.0390 |
169
+ | No log | 2.6222 | 236 | 1.0465 | 0.2325 | 1.0465 | 1.0230 |
170
+ | No log | 2.6444 | 238 | 1.0980 | 0.2416 | 1.0980 | 1.0479 |
171
+ | No log | 2.6667 | 240 | 1.1217 | 0.2359 | 1.1217 | 1.0591 |
172
+ | No log | 2.6889 | 242 | 1.0617 | 0.2365 | 1.0617 | 1.0304 |
173
+ | No log | 2.7111 | 244 | 1.0615 | 0.2013 | 1.0615 | 1.0303 |
174
+ | No log | 2.7333 | 246 | 0.9745 | 0.1893 | 0.9745 | 0.9872 |
175
+ | No log | 2.7556 | 248 | 0.9061 | 0.3094 | 0.9061 | 0.9519 |
176
+ | No log | 2.7778 | 250 | 0.9271 | 0.3464 | 0.9271 | 0.9629 |
177
+ | No log | 2.8 | 252 | 0.9515 | 0.3021 | 0.9515 | 0.9754 |
178
+ | No log | 2.8222 | 254 | 0.9109 | 0.2647 | 0.9109 | 0.9544 |
179
+ | No log | 2.8444 | 256 | 0.9106 | 0.2523 | 0.9106 | 0.9543 |
180
+ | No log | 2.8667 | 258 | 0.9108 | 0.2647 | 0.9108 | 0.9543 |
181
+ | No log | 2.8889 | 260 | 0.9235 | 0.2647 | 0.9235 | 0.9610 |
182
+ | No log | 2.9111 | 262 | 0.9021 | 0.2647 | 0.9021 | 0.9498 |
183
+ | No log | 2.9333 | 264 | 0.8774 | 0.3067 | 0.8774 | 0.9367 |
184
+ | No log | 2.9556 | 266 | 0.8825 | 0.3485 | 0.8825 | 0.9394 |
185
+ | No log | 2.9778 | 268 | 0.8661 | 0.3221 | 0.8661 | 0.9307 |
186
+ | No log | 3.0 | 270 | 0.8638 | 0.3519 | 0.8638 | 0.9294 |
187
+ | No log | 3.0222 | 272 | 0.8623 | 0.3625 | 0.8623 | 0.9286 |
188
+ | No log | 3.0444 | 274 | 0.8988 | 0.3780 | 0.8988 | 0.9480 |
189
+ | No log | 3.0667 | 276 | 0.9299 | 0.4174 | 0.9299 | 0.9643 |
190
+ | No log | 3.0889 | 278 | 0.8840 | 0.3760 | 0.8840 | 0.9402 |
191
+ | No log | 3.1111 | 280 | 0.8807 | 0.3902 | 0.8807 | 0.9385 |
192
+ | No log | 3.1333 | 282 | 0.9087 | 0.3085 | 0.9087 | 0.9533 |
193
+ | No log | 3.1556 | 284 | 0.9028 | 0.3494 | 0.9028 | 0.9502 |
194
+ | No log | 3.1778 | 286 | 0.9130 | 0.3085 | 0.9130 | 0.9555 |
195
+ | No log | 3.2 | 288 | 0.9066 | 0.3902 | 0.9066 | 0.9522 |
196
+ | No log | 3.2222 | 290 | 0.8840 | 0.4048 | 0.8840 | 0.9402 |
197
+ | No log | 3.2444 | 292 | 0.9080 | 0.3652 | 0.9080 | 0.9529 |
198
+ | No log | 3.2667 | 294 | 0.9530 | 0.3506 | 0.9530 | 0.9762 |
199
+ | No log | 3.2889 | 296 | 1.0353 | 0.1462 | 1.0353 | 1.0175 |
200
+ | No log | 3.3111 | 298 | 1.0564 | 0.1676 | 1.0564 | 1.0278 |
201
+ | No log | 3.3333 | 300 | 0.9863 | 0.2864 | 0.9863 | 0.9931 |
202
+ | No log | 3.3556 | 302 | 0.8807 | 0.4327 | 0.8807 | 0.9385 |
203
+ | No log | 3.3778 | 304 | 0.8643 | 0.3922 | 0.8643 | 0.9297 |
204
+ | No log | 3.4 | 306 | 0.8979 | 0.3819 | 0.8979 | 0.9476 |
205
+ | No log | 3.4222 | 308 | 0.8750 | 0.3569 | 0.8750 | 0.9354 |
206
+ | No log | 3.4444 | 310 | 0.8517 | 0.4241 | 0.8517 | 0.9229 |
207
+ | No log | 3.4667 | 312 | 0.8287 | 0.3757 | 0.8287 | 0.9103 |
208
+ | No log | 3.4889 | 314 | 0.8104 | 0.3776 | 0.8104 | 0.9002 |
209
+ | No log | 3.5111 | 316 | 0.7775 | 0.4557 | 0.7775 | 0.8817 |
210
+ | No log | 3.5333 | 318 | 0.7993 | 0.4862 | 0.7993 | 0.8940 |
211
+ | No log | 3.5556 | 320 | 0.8930 | 0.4812 | 0.8930 | 0.9450 |
212
+ | No log | 3.5778 | 322 | 0.9016 | 0.4681 | 0.9016 | 0.9496 |
213
+ | No log | 3.6 | 324 | 0.8805 | 0.4310 | 0.8805 | 0.9383 |
214
+ | No log | 3.6222 | 326 | 0.8131 | 0.4216 | 0.8131 | 0.9017 |
215
+ | No log | 3.6444 | 328 | 0.7994 | 0.4980 | 0.7994 | 0.8941 |
216
+ | No log | 3.6667 | 330 | 0.8839 | 0.4565 | 0.8839 | 0.9401 |
217
+ | No log | 3.6889 | 332 | 1.1199 | 0.3400 | 1.1199 | 1.0583 |
218
+ | No log | 3.7111 | 334 | 1.2877 | 0.1872 | 1.2877 | 1.1347 |
219
+ | No log | 3.7333 | 336 | 1.2939 | 0.2906 | 1.2939 | 1.1375 |
220
+ | No log | 3.7556 | 338 | 1.1593 | 0.2572 | 1.1593 | 1.0767 |
221
+ | No log | 3.7778 | 340 | 1.0668 | 0.2102 | 1.0668 | 1.0328 |
222
+ | No log | 3.8 | 342 | 1.0106 | 0.2577 | 1.0106 | 1.0053 |
223
+ | No log | 3.8222 | 344 | 1.0058 | 0.3444 | 1.0058 | 1.0029 |
224
+ | No log | 3.8444 | 346 | 1.0351 | 0.3717 | 1.0351 | 1.0174 |
225
+ | No log | 3.8667 | 348 | 1.0610 | 0.3436 | 1.0610 | 1.0300 |
226
+ | No log | 3.8889 | 350 | 1.0650 | 0.3409 | 1.0650 | 1.0320 |
227
+ | No log | 3.9111 | 352 | 1.0292 | 0.3699 | 1.0292 | 1.0145 |
228
+ | No log | 3.9333 | 354 | 0.9508 | 0.4174 | 0.9508 | 0.9751 |
229
+ | No log | 3.9556 | 356 | 0.9942 | 0.4169 | 0.9942 | 0.9971 |
230
+ | No log | 3.9778 | 358 | 1.0799 | 0.3171 | 1.0799 | 1.0392 |
231
+ | No log | 4.0 | 360 | 1.0856 | 0.2927 | 1.0856 | 1.0419 |
232
+ | No log | 4.0222 | 362 | 1.0431 | 0.3021 | 1.0431 | 1.0213 |
233
+ | No log | 4.0444 | 364 | 0.9844 | 0.4054 | 0.9844 | 0.9922 |
234
+ | No log | 4.0667 | 366 | 1.0450 | 0.3021 | 1.0450 | 1.0222 |
235
+ | No log | 4.0889 | 368 | 1.1139 | 0.2794 | 1.1139 | 1.0554 |
236
+ | No log | 4.1111 | 370 | 1.1721 | 0.1935 | 1.1721 | 1.0826 |
237
+ | No log | 4.1333 | 372 | 1.0652 | 0.2794 | 1.0652 | 1.0321 |
238
+ | No log | 4.1556 | 374 | 0.9036 | 0.3902 | 0.9036 | 0.9506 |
239
+ | No log | 4.1778 | 376 | 0.8431 | 0.3382 | 0.8431 | 0.9182 |
240
+ | No log | 4.2 | 378 | 0.8586 | 0.3528 | 0.8586 | 0.9266 |
241
+ | No log | 4.2222 | 380 | 0.8920 | 0.4327 | 0.8920 | 0.9444 |
242
+ | No log | 4.2444 | 382 | 0.9441 | 0.4697 | 0.9441 | 0.9717 |
243
+ | No log | 4.2667 | 384 | 1.0610 | 0.3316 | 1.0610 | 1.0301 |
244
+ | No log | 4.2889 | 386 | 1.0683 | 0.3139 | 1.0683 | 1.0336 |
245
+ | No log | 4.3111 | 388 | 0.9479 | 0.3954 | 0.9479 | 0.9736 |
246
+ | No log | 4.3333 | 390 | 0.8661 | 0.4057 | 0.8661 | 0.9306 |
247
+ | No log | 4.3556 | 392 | 0.8442 | 0.4062 | 0.8442 | 0.9188 |
248
+ | No log | 4.3778 | 394 | 0.8682 | 0.4232 | 0.8682 | 0.9318 |
249
+ | No log | 4.4 | 396 | 0.8805 | 0.3289 | 0.8805 | 0.9383 |
250
+ | No log | 4.4222 | 398 | 0.8797 | 0.3665 | 0.8797 | 0.9379 |
251
+ | No log | 4.4444 | 400 | 0.8098 | 0.4249 | 0.8098 | 0.8999 |
252
+ | No log | 4.4667 | 402 | 0.7773 | 0.4124 | 0.7773 | 0.8816 |
253
+ | No log | 4.4889 | 404 | 0.8179 | 0.4593 | 0.8179 | 0.9044 |
254
+ | No log | 4.5111 | 406 | 0.9462 | 0.3424 | 0.9462 | 0.9727 |
255
+ | No log | 4.5333 | 408 | 1.0410 | 0.2772 | 1.0410 | 1.0203 |
256
+ | No log | 4.5556 | 410 | 1.1013 | 0.3434 | 1.1013 | 1.0494 |
257
+ | No log | 4.5778 | 412 | 1.0585 | 0.2440 | 1.0585 | 1.0288 |
258
+ | No log | 4.6 | 414 | 1.0551 | 0.2117 | 1.0551 | 1.0272 |
259
+ | No log | 4.6222 | 416 | 1.1480 | 0.2155 | 1.1480 | 1.0714 |
260
+ | No log | 4.6444 | 418 | 1.2670 | 0.125 | 1.2670 | 1.1256 |
261
+ | No log | 4.6667 | 420 | 1.3160 | 0.1033 | 1.3160 | 1.1472 |
262
+ | No log | 4.6889 | 422 | 1.3233 | 0.2845 | 1.3233 | 1.1503 |
263
+ | No log | 4.7111 | 424 | 1.2643 | 0.3107 | 1.2643 | 1.1244 |
264
+ | No log | 4.7333 | 426 | 1.2569 | 0.2812 | 1.2569 | 1.1211 |
265
+ | No log | 4.7556 | 428 | 1.2791 | 0.2870 | 1.2791 | 1.1310 |
266
+ | No log | 4.7778 | 430 | 1.2055 | 0.2750 | 1.2055 | 1.0980 |
267
+ | No log | 4.8 | 432 | 1.1071 | 0.2610 | 1.1071 | 1.0522 |
268
+ | No log | 4.8222 | 434 | 1.0737 | 0.2559 | 1.0737 | 1.0362 |
269
+ | No log | 4.8444 | 436 | 1.1108 | 0.1820 | 1.1108 | 1.0539 |
270
+ | No log | 4.8667 | 438 | 1.1885 | 0.1793 | 1.1885 | 1.0902 |
271
+ | No log | 4.8889 | 440 | 1.2850 | 0.1920 | 1.2850 | 1.1336 |
272
+ | No log | 4.9111 | 442 | 1.2998 | 0.2283 | 1.2998 | 1.1401 |
273
+ | No log | 4.9333 | 444 | 1.2230 | 0.2071 | 1.2230 | 1.1059 |
274
+ | No log | 4.9556 | 446 | 1.1533 | 0.2664 | 1.1533 | 1.0739 |
275
+ | No log | 4.9778 | 448 | 1.1526 | 0.2252 | 1.1526 | 1.0736 |
276
+ | No log | 5.0 | 450 | 1.1779 | 0.2143 | 1.1779 | 1.0853 |
277
+ | No log | 5.0222 | 452 | 1.2077 | 0.1272 | 1.2077 | 1.0989 |
278
+ | No log | 5.0444 | 454 | 1.2342 | 0.1876 | 1.2342 | 1.1109 |
279
+ | No log | 5.0667 | 456 | 1.2048 | 0.1282 | 1.2048 | 1.0976 |
280
+ | No log | 5.0889 | 458 | 1.1188 | 0.2238 | 1.1188 | 1.0577 |
281
+ | No log | 5.1111 | 460 | 1.0577 | 0.2263 | 1.0577 | 1.0285 |
282
+ | No log | 5.1333 | 462 | 1.0083 | 0.2795 | 1.0083 | 1.0041 |
283
+ | No log | 5.1556 | 464 | 0.9991 | 0.2050 | 0.9991 | 0.9996 |
284
+ | No log | 5.1778 | 466 | 1.0604 | 0.1944 | 1.0604 | 1.0297 |
285
+ | No log | 5.2 | 468 | 1.0828 | 0.1944 | 1.0828 | 1.0406 |
286
+ | No log | 5.2222 | 470 | 1.0513 | 0.2238 | 1.0513 | 1.0253 |
287
+ | No log | 5.2444 | 472 | 1.0241 | 0.2238 | 1.0241 | 1.0120 |
288
+ | No log | 5.2667 | 474 | 1.0389 | 0.2651 | 1.0389 | 1.0192 |
289
+ | No log | 5.2889 | 476 | 1.0565 | 0.2179 | 1.0565 | 1.0278 |
290
+ | No log | 5.3111 | 478 | 1.1087 | 0.2704 | 1.1087 | 1.0530 |
291
+ | No log | 5.3333 | 480 | 1.1694 | 0.3237 | 1.1694 | 1.0814 |
292
+ | No log | 5.3556 | 482 | 1.2402 | 0.2172 | 1.2402 | 1.1136 |
293
+ | No log | 5.3778 | 484 | 1.3391 | 0.1432 | 1.3391 | 1.1572 |
294
+ | No log | 5.4 | 486 | 1.3869 | 0.1773 | 1.3869 | 1.1777 |
295
+ | No log | 5.4222 | 488 | 1.3907 | 0.1395 | 1.3907 | 1.1793 |
296
+ | No log | 5.4444 | 490 | 1.2756 | 0.1863 | 1.2756 | 1.1294 |
297
+ | No log | 5.4667 | 492 | 1.1317 | 0.1750 | 1.1317 | 1.0638 |
298
+ | No log | 5.4889 | 494 | 0.9896 | 0.2796 | 0.9896 | 0.9948 |
299
+ | No log | 5.5111 | 496 | 0.9512 | 0.2674 | 0.9512 | 0.9753 |
300
+ | No log | 5.5333 | 498 | 0.9439 | 0.3005 | 0.9439 | 0.9715 |
301
+ | 0.3477 | 5.5556 | 500 | 0.9721 | 0.3161 | 0.9721 | 0.9859 |
302
+ | 0.3477 | 5.5778 | 502 | 1.0308 | 0.3099 | 1.0308 | 1.0153 |
303
+ | 0.3477 | 5.6 | 504 | 1.0220 | 0.3472 | 1.0220 | 1.0109 |
304
+ | 0.3477 | 5.6222 | 506 | 1.0002 | 0.3045 | 1.0002 | 1.0001 |
305
+ | 0.3477 | 5.6444 | 508 | 0.9566 | 0.3202 | 0.9566 | 0.9780 |
306
+ | 0.3477 | 5.6667 | 510 | 0.9347 | 0.3590 | 0.9347 | 0.9668 |
307
+ | 0.3477 | 5.6889 | 512 | 0.9432 | 0.3682 | 0.9432 | 0.9712 |
308
+ | 0.3477 | 5.7111 | 514 | 0.9896 | 0.3124 | 0.9896 | 0.9948 |
309
+ | 0.3477 | 5.7333 | 516 | 1.0037 | 0.3243 | 1.0037 | 1.0019 |
310
+ | 0.3477 | 5.7556 | 518 | 0.9797 | 0.3278 | 0.9797 | 0.9898 |
311
+ | 0.3477 | 5.7778 | 520 | 0.9721 | 0.3414 | 0.9721 | 0.9860 |
312
+ | 0.3477 | 5.8 | 522 | 0.9775 | 0.3414 | 0.9775 | 0.9887 |
313
+ | 0.3477 | 5.8222 | 524 | 0.9983 | 0.3210 | 0.9983 | 0.9992 |
314
+ | 0.3477 | 5.8444 | 526 | 0.9710 | 0.3472 | 0.9710 | 0.9854 |
315
+ | 0.3477 | 5.8667 | 528 | 0.9322 | 0.4203 | 0.9322 | 0.9655 |
316
+ | 0.3477 | 5.8889 | 530 | 0.9413 | 0.4071 | 0.9413 | 0.9702 |
317
+ | 0.3477 | 5.9111 | 532 | 0.9034 | 0.4958 | 0.9034 | 0.9505 |
318
+ | 0.3477 | 5.9333 | 534 | 0.9130 | 0.4958 | 0.9130 | 0.9555 |
319
+ | 0.3477 | 5.9556 | 536 | 0.9121 | 0.4958 | 0.9121 | 0.9551 |
320
+ | 0.3477 | 5.9778 | 538 | 0.9287 | 0.4326 | 0.9287 | 0.9637 |
321
+ | 0.3477 | 6.0 | 540 | 1.0583 | 0.3568 | 1.0583 | 1.0287 |
322
+ | 0.3477 | 6.0222 | 542 | 1.1316 | 0.3227 | 1.1316 | 1.0638 |
323
+ | 0.3477 | 6.0444 | 544 | 1.0494 | 0.3864 | 1.0494 | 1.0244 |
324
+ | 0.3477 | 6.0667 | 546 | 0.9340 | 0.4169 | 0.9340 | 0.9664 |
325
+ | 0.3477 | 6.0889 | 548 | 0.8571 | 0.4327 | 0.8571 | 0.9258 |
326
+ | 0.3477 | 6.1111 | 550 | 0.8438 | 0.4468 | 0.8438 | 0.9186 |
327
+ | 0.3477 | 6.1333 | 552 | 0.8969 | 0.4456 | 0.8969 | 0.9470 |
328
+ | 0.3477 | 6.1556 | 554 | 0.9656 | 0.3577 | 0.9656 | 0.9826 |
329
+ | 0.3477 | 6.1778 | 556 | 0.9555 | 0.4335 | 0.9555 | 0.9775 |
330
+ | 0.3477 | 6.2 | 558 | 0.9146 | 0.4335 | 0.9146 | 0.9564 |
331
+ | 0.3477 | 6.2222 | 560 | 0.8643 | 0.4309 | 0.8643 | 0.9297 |
332
+ | 0.3477 | 6.2444 | 562 | 0.8666 | 0.4309 | 0.8666 | 0.9309 |
333
+ | 0.3477 | 6.2667 | 564 | 0.8874 | 0.4309 | 0.8874 | 0.9420 |
334
+ | 0.3477 | 6.2889 | 566 | 0.8765 | 0.4168 | 0.8765 | 0.9362 |
335
+ | 0.3477 | 6.3111 | 568 | 0.8486 | 0.4063 | 0.8486 | 0.9212 |
336
+ | 0.3477 | 6.3333 | 570 | 0.8518 | 0.4078 | 0.8518 | 0.9229 |
337
+ | 0.3477 | 6.3556 | 572 | 0.9077 | 0.4343 | 0.9077 | 0.9527 |
338
+ | 0.3477 | 6.3778 | 574 | 0.9420 | 0.4334 | 0.9420 | 0.9706 |
339
+ | 0.3477 | 6.4 | 576 | 0.9171 | 0.4335 | 0.9171 | 0.9576 |
340
+ | 0.3477 | 6.4222 | 578 | 0.9378 | 0.4097 | 0.9378 | 0.9684 |
341
+ | 0.3477 | 6.4444 | 580 | 0.9651 | 0.4368 | 0.9651 | 0.9824 |
342
+ | 0.3477 | 6.4667 | 582 | 0.9772 | 0.4224 | 0.9772 | 0.9886 |
343
+ | 0.3477 | 6.4889 | 584 | 1.0378 | 0.4040 | 1.0378 | 1.0187 |
344
+ | 0.3477 | 6.5111 | 586 | 1.0256 | 0.4258 | 1.0255 | 1.0127 |
345
+ | 0.3477 | 6.5333 | 588 | 0.9996 | 0.4785 | 0.9996 | 0.9998 |
346
+ | 0.3477 | 6.5556 | 590 | 0.9784 | 0.4326 | 0.9784 | 0.9891 |
347
+ | 0.3477 | 6.5778 | 592 | 0.8991 | 0.3494 | 0.8991 | 0.9482 |
348
+ | 0.3477 | 6.6 | 594 | 0.8855 | 0.3485 | 0.8855 | 0.9410 |
349
+ | 0.3477 | 6.6222 | 596 | 0.9082 | 0.3304 | 0.9082 | 0.9530 |
350
+ | 0.3477 | 6.6444 | 598 | 0.9128 | 0.3153 | 0.9128 | 0.9554 |
351
+ | 0.3477 | 6.6667 | 600 | 0.9585 | 0.3474 | 0.9585 | 0.9791 |
352
+ | 0.3477 | 6.6889 | 602 | 1.0055 | 0.2012 | 1.0055 | 1.0027 |
353
+ | 0.3477 | 6.7111 | 604 | 1.0062 | 0.2012 | 1.0062 | 1.0031 |
354
+ | 0.3477 | 6.7333 | 606 | 1.0396 | 0.2012 | 1.0396 | 1.0196 |
355
+ | 0.3477 | 6.7556 | 608 | 1.0516 | 0.2076 | 1.0516 | 1.0255 |
356
+ | 0.3477 | 6.7778 | 610 | 1.0099 | 0.2012 | 1.0099 | 1.0049 |
357
 
358
 
359
  ### Framework versions
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