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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k7_task5_organization

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  1. README.md +401 -261
  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_run1_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_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: 1.3660
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- - Qwk: 0.1486
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- - Mse: 1.3660
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- - Rmse: 1.1687
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  ## Model description
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@@ -49,261 +49,401 @@ 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 | 0.0588 | 2 | 4.1817 | 0.0130 | 4.1817 | 2.0449 |
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- | No log | 0.1176 | 4 | 2.4836 | 0.0301 | 2.4836 | 1.5759 |
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- | No log | 0.1765 | 6 | 2.0184 | 0.0159 | 2.0184 | 1.4207 |
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- | No log | 0.2353 | 8 | 1.5196 | 0.0852 | 1.5196 | 1.2327 |
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- | No log | 0.2941 | 10 | 1.3264 | 0.1058 | 1.3264 | 1.1517 |
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- | No log | 0.3529 | 12 | 1.3325 | 0.0538 | 1.3325 | 1.1543 |
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- | No log | 0.4118 | 14 | 1.5680 | 0.1228 | 1.5680 | 1.2522 |
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- | No log | 0.4706 | 16 | 1.1373 | 0.1846 | 1.1373 | 1.0664 |
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- | No log | 0.5294 | 18 | 1.0405 | 0.0981 | 1.0405 | 1.0200 |
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- | No log | 0.5882 | 20 | 1.0228 | 0.2873 | 1.0228 | 1.0114 |
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- | No log | 0.6471 | 22 | 0.9896 | 0.2716 | 0.9896 | 0.9948 |
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- | No log | 0.7059 | 24 | 1.0383 | 0.2811 | 1.0383 | 1.0190 |
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- | No log | 0.7647 | 26 | 1.2726 | 0.2506 | 1.2726 | 1.1281 |
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- | No log | 0.8235 | 28 | 1.3375 | 0.2410 | 1.3375 | 1.1565 |
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- | No log | 0.8824 | 30 | 1.0954 | 0.2063 | 1.0954 | 1.0466 |
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- | No log | 0.9412 | 32 | 1.0031 | 0.2035 | 1.0031 | 1.0015 |
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- | No log | 1.0 | 34 | 1.0217 | 0.1826 | 1.0217 | 1.0108 |
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- | No log | 1.0588 | 36 | 1.0367 | 0.1598 | 1.0367 | 1.0182 |
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- | No log | 1.1176 | 38 | 1.0202 | 0.1598 | 1.0202 | 1.0100 |
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- | No log | 1.1765 | 40 | 0.9867 | 0.3583 | 0.9867 | 0.9933 |
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- | No log | 1.2353 | 42 | 0.9754 | 0.3883 | 0.9754 | 0.9876 |
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- | No log | 1.2941 | 44 | 0.9617 | 0.3243 | 0.9617 | 0.9807 |
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- | No log | 1.3529 | 46 | 0.9998 | 0.2293 | 0.9998 | 0.9999 |
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- | No log | 1.4118 | 48 | 1.0665 | 0.2367 | 1.0665 | 1.0327 |
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- | No log | 1.4706 | 50 | 1.1458 | 0.1525 | 1.1458 | 1.0704 |
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- | No log | 1.5294 | 52 | 1.1092 | 0.2246 | 1.1092 | 1.0532 |
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- | No log | 1.5882 | 54 | 1.1748 | 0.2243 | 1.1748 | 1.0839 |
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- | No log | 1.6471 | 56 | 1.5767 | -0.0848 | 1.5767 | 1.2557 |
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- | No log | 1.7059 | 58 | 1.6963 | -0.0407 | 1.6963 | 1.3024 |
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- | No log | 1.7647 | 60 | 2.0162 | -0.0101 | 2.0162 | 1.4199 |
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- | No log | 1.8235 | 62 | 1.7400 | -0.0248 | 1.7400 | 1.3191 |
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- | No log | 1.8824 | 64 | 1.2363 | 0.2063 | 1.2363 | 1.1119 |
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- | No log | 1.9412 | 66 | 1.0159 | 0.2517 | 1.0159 | 1.0079 |
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- | No log | 2.0 | 68 | 1.0150 | 0.1573 | 1.0150 | 1.0075 |
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- | No log | 2.0588 | 70 | 1.0393 | 0.2066 | 1.0393 | 1.0195 |
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- | No log | 2.1176 | 72 | 1.0224 | 0.2939 | 1.0224 | 1.0111 |
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- | No log | 2.1765 | 74 | 0.9250 | 0.2865 | 0.9250 | 0.9618 |
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- | No log | 2.2353 | 76 | 0.9090 | 0.3604 | 0.9090 | 0.9534 |
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- | No log | 2.2941 | 78 | 0.9535 | 0.2981 | 0.9535 | 0.9765 |
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- | No log | 2.3529 | 80 | 0.8821 | 0.3651 | 0.8821 | 0.9392 |
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- | No log | 2.4118 | 82 | 0.8334 | 0.3414 | 0.8334 | 0.9129 |
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- | No log | 2.4706 | 84 | 0.9601 | 0.3571 | 0.9601 | 0.9799 |
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- | No log | 2.5294 | 86 | 1.2093 | 0.3037 | 1.2093 | 1.0997 |
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- | No log | 2.5882 | 88 | 1.3141 | 0.2952 | 1.3141 | 1.1463 |
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- | No log | 2.6471 | 90 | 1.2937 | 0.2690 | 1.2937 | 1.1374 |
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- | No log | 2.7059 | 92 | 1.1094 | 0.2528 | 1.1094 | 1.0533 |
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- | No log | 2.7647 | 94 | 1.0455 | 0.1724 | 1.0455 | 1.0225 |
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- | No log | 2.8235 | 96 | 1.1390 | 0.3218 | 1.1390 | 1.0672 |
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- | No log | 2.8824 | 98 | 1.3236 | 0.2690 | 1.3236 | 1.1505 |
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- | No log | 2.9412 | 100 | 1.4929 | 0.1509 | 1.4929 | 1.2218 |
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- | No log | 3.0 | 102 | 1.5232 | 0.1067 | 1.5232 | 1.2342 |
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- | No log | 3.0588 | 104 | 1.4633 | 0.1341 | 1.4633 | 1.2097 |
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- | No log | 3.1176 | 106 | 1.3970 | 0.2410 | 1.3970 | 1.1820 |
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- | No log | 3.1765 | 108 | 1.4674 | 0.1595 | 1.4674 | 1.2114 |
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- | No log | 3.2353 | 110 | 1.4312 | 0.2359 | 1.4312 | 1.1963 |
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- | No log | 3.2941 | 112 | 1.3129 | 0.2334 | 1.3129 | 1.1458 |
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- | No log | 3.3529 | 114 | 1.2551 | 0.2528 | 1.2551 | 1.1203 |
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- | No log | 3.4118 | 116 | 1.3220 | 0.1562 | 1.3220 | 1.1498 |
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- | No log | 3.4706 | 118 | 1.5027 | 0.1032 | 1.5027 | 1.2258 |
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- | No log | 3.5294 | 120 | 1.5254 | 0.0834 | 1.5254 | 1.2351 |
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- | No log | 3.5882 | 122 | 1.4327 | 0.1336 | 1.4327 | 1.1970 |
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- | No log | 3.6471 | 124 | 1.2962 | 0.1750 | 1.2962 | 1.1385 |
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- | No log | 3.7059 | 126 | 1.2750 | 0.1750 | 1.2750 | 1.1291 |
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- | No log | 3.7647 | 128 | 1.2985 | 0.1612 | 1.2985 | 1.1395 |
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- | No log | 3.8235 | 130 | 1.3624 | 0.0778 | 1.3624 | 1.1672 |
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- | No log | 3.8824 | 132 | 1.3275 | 0.0833 | 1.3275 | 1.1522 |
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- | No log | 3.9412 | 134 | 1.2833 | 0.0769 | 1.2833 | 1.1328 |
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- | No log | 4.0 | 136 | 1.3571 | 0.0769 | 1.3571 | 1.1650 |
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- | No log | 4.0588 | 138 | 1.3862 | 0.0769 | 1.3862 | 1.1774 |
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- | No log | 4.1176 | 140 | 1.4025 | 0.0854 | 1.4025 | 1.1843 |
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- | No log | 4.1765 | 142 | 1.3581 | 0.1952 | 1.3581 | 1.1654 |
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- | No log | 4.2353 | 144 | 1.2927 | 0.2260 | 1.2927 | 1.1370 |
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- | No log | 4.2941 | 146 | 1.3703 | 0.1880 | 1.3703 | 1.1706 |
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- | No log | 4.3529 | 148 | 1.5049 | 0.2752 | 1.5049 | 1.2268 |
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- | No log | 4.4118 | 150 | 1.5079 | 0.3086 | 1.5079 | 1.2279 |
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- | No log | 4.4706 | 152 | 1.4962 | 0.3086 | 1.4962 | 1.2232 |
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- | No log | 4.5294 | 154 | 1.4875 | 0.2568 | 1.4875 | 1.2196 |
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- | No log | 4.5882 | 156 | 1.3326 | 0.2004 | 1.3326 | 1.1544 |
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- | No log | 4.6471 | 158 | 1.2620 | 0.2367 | 1.2620 | 1.1234 |
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- | No log | 4.7059 | 160 | 1.3036 | 0.2555 | 1.3036 | 1.1417 |
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- | No log | 4.7647 | 162 | 1.4497 | 0.2292 | 1.4497 | 1.2040 |
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- | No log | 4.8235 | 164 | 1.5100 | 0.2568 | 1.5100 | 1.2288 |
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- | No log | 4.8824 | 166 | 1.4864 | 0.2611 | 1.4864 | 1.2192 |
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- | No log | 4.9412 | 168 | 1.5503 | 0.2270 | 1.5503 | 1.2451 |
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- | No log | 5.0 | 170 | 1.5503 | 0.1752 | 1.5503 | 1.2451 |
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- | No log | 5.0588 | 172 | 1.6388 | 0.1752 | 1.6388 | 1.2802 |
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- | No log | 5.1176 | 174 | 1.5911 | 0.2110 | 1.5911 | 1.2614 |
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- | No log | 5.1765 | 176 | 1.5103 | 0.2437 | 1.5103 | 1.2290 |
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- | No log | 5.2353 | 178 | 1.5279 | 0.2437 | 1.5279 | 1.2361 |
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- | No log | 5.2941 | 180 | 1.5182 | 0.2611 | 1.5182 | 1.2322 |
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- | No log | 5.3529 | 182 | 1.4357 | 0.2568 | 1.4357 | 1.1982 |
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- | No log | 5.4118 | 184 | 1.2698 | 0.1814 | 1.2698 | 1.1269 |
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- | No log | 5.4706 | 186 | 1.2452 | 0.1486 | 1.2452 | 1.1159 |
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- | No log | 5.5294 | 188 | 1.2657 | 0.1486 | 1.2657 | 1.1250 |
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- | No log | 5.5882 | 190 | 1.3053 | 0.1486 | 1.3053 | 1.1425 |
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- | No log | 5.6471 | 192 | 1.3879 | 0.2292 | 1.3879 | 1.1781 |
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- | No log | 5.7059 | 194 | 1.4684 | 0.2611 | 1.4684 | 1.2118 |
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- | No log | 5.7647 | 196 | 1.5139 | 0.2482 | 1.5139 | 1.2304 |
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- | No log | 5.8235 | 198 | 1.3351 | 0.2915 | 1.3351 | 1.1555 |
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- | No log | 5.8824 | 200 | 1.2267 | 0.2647 | 1.2267 | 1.1076 |
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- | No log | 5.9412 | 202 | 1.2312 | 0.2952 | 1.2312 | 1.1096 |
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- | No log | 6.0 | 204 | 1.1591 | 0.2342 | 1.1591 | 1.0766 |
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- | No log | 6.0588 | 206 | 1.3189 | 0.2611 | 1.3189 | 1.1484 |
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- | No log | 6.1176 | 208 | 1.4884 | 0.2611 | 1.4884 | 1.2200 |
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- | No log | 6.1765 | 210 | 1.7144 | 0.2363 | 1.7144 | 1.3093 |
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- | No log | 6.2353 | 212 | 1.6960 | 0.1955 | 1.6960 | 1.3023 |
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- | No log | 6.2941 | 214 | 1.5297 | 0.1832 | 1.5297 | 1.2368 |
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- | No log | 6.3529 | 216 | 1.5153 | 0.2004 | 1.5153 | 1.2310 |
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- | No log | 6.4118 | 218 | 1.6107 | 0.1441 | 1.6107 | 1.2692 |
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- | No log | 6.4706 | 220 | 1.5024 | 0.1703 | 1.5024 | 1.2257 |
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- | No log | 6.5294 | 222 | 1.4224 | 0.1814 | 1.4224 | 1.1926 |
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- | No log | 6.5882 | 224 | 1.4994 | 0.2004 | 1.4994 | 1.2245 |
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- | No log | 6.6471 | 226 | 1.6339 | 0.2406 | 1.6339 | 1.2783 |
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- | No log | 6.7059 | 228 | 1.6129 | 0.2448 | 1.6129 | 1.2700 |
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- | No log | 6.7647 | 230 | 1.3716 | 0.2566 | 1.3716 | 1.1711 |
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- | No log | 6.8235 | 232 | 1.2508 | 0.2126 | 1.2508 | 1.1184 |
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- | No log | 6.8824 | 234 | 1.3736 | 0.2522 | 1.3736 | 1.1720 |
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- | No log | 6.9412 | 236 | 1.7695 | 0.2007 | 1.7695 | 1.3302 |
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- | No log | 7.0 | 238 | 1.9634 | 0.2133 | 1.9634 | 1.4012 |
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- | No log | 7.0588 | 240 | 1.7815 | 0.2565 | 1.7815 | 1.3347 |
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- | No log | 7.1176 | 242 | 1.4013 | 0.2733 | 1.4013 | 1.1838 |
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- | No log | 7.1765 | 244 | 1.2411 | 0.2694 | 1.2411 | 1.1140 |
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- | No log | 7.2353 | 246 | 1.3006 | 0.2733 | 1.3006 | 1.1404 |
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- | No log | 7.2941 | 248 | 1.4610 | 0.2840 | 1.4610 | 1.2087 |
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- | No log | 7.3529 | 250 | 1.5458 | 0.2681 | 1.5458 | 1.2433 |
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- | No log | 7.4118 | 252 | 1.4283 | 0.3006 | 1.4283 | 1.1951 |
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- | No log | 7.4706 | 254 | 1.3932 | 0.2940 | 1.3932 | 1.1803 |
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- | No log | 7.5294 | 256 | 1.3253 | 0.2837 | 1.3253 | 1.1512 |
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- | No log | 7.5882 | 258 | 1.2647 | 0.2506 | 1.2647 | 1.1246 |
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- | No log | 7.6471 | 260 | 1.3331 | 0.2555 | 1.3331 | 1.1546 |
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- | No log | 7.7059 | 262 | 1.4849 | 0.2292 | 1.4849 | 1.2186 |
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- | No log | 7.7647 | 264 | 1.5198 | 0.2482 | 1.5198 | 1.2328 |
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- | No log | 7.8235 | 266 | 1.5282 | 0.2221 | 1.5282 | 1.2362 |
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- | No log | 7.8824 | 268 | 1.3884 | 0.2004 | 1.3884 | 1.1783 |
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- | No log | 7.9412 | 270 | 1.2055 | 0.2260 | 1.2055 | 1.0980 |
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- | No log | 8.0 | 272 | 1.0133 | 0.2089 | 1.0133 | 1.0066 |
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- | No log | 8.0588 | 274 | 1.0469 | 0.2686 | 1.0469 | 1.0232 |
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- | No log | 8.1176 | 276 | 1.2680 | 0.2915 | 1.2680 | 1.1261 |
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- | No log | 8.1765 | 278 | 1.4274 | 0.2525 | 1.4274 | 1.1947 |
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- | No log | 8.2353 | 280 | 1.5140 | 0.2170 | 1.5140 | 1.2304 |
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- | No log | 8.2941 | 282 | 1.5856 | 0.2292 | 1.5856 | 1.2592 |
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- | No log | 8.3529 | 284 | 1.6372 | 0.2004 | 1.6372 | 1.2795 |
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- | No log | 8.4118 | 286 | 1.6926 | 0.1943 | 1.6926 | 1.3010 |
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- | No log | 8.4706 | 288 | 1.6932 | 0.1058 | 1.6932 | 1.3012 |
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- | No log | 8.5294 | 290 | 1.5179 | 0.1228 | 1.5179 | 1.2320 |
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- | No log | 8.5882 | 292 | 1.3778 | 0.0878 | 1.3778 | 1.1738 |
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- | No log | 8.6471 | 294 | 1.2075 | 0.0510 | 1.2075 | 1.0989 |
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- | No log | 8.7059 | 296 | 1.1898 | 0.0510 | 1.1898 | 1.0908 |
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- | No log | 8.7647 | 298 | 1.3097 | 0.1814 | 1.3097 | 1.1444 |
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- | No log | 8.8235 | 300 | 1.3997 | 0.2126 | 1.3997 | 1.1831 |
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- | No log | 8.8824 | 302 | 1.3727 | 0.1562 | 1.3727 | 1.1716 |
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- | No log | 8.9412 | 304 | 1.3210 | 0.0878 | 1.3210 | 1.1493 |
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- | No log | 9.0 | 306 | 1.2998 | 0.0401 | 1.2998 | 1.1401 |
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- | No log | 9.0588 | 308 | 1.3525 | 0.0878 | 1.3525 | 1.1630 |
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- | No log | 9.1176 | 310 | 1.4717 | 0.2793 | 1.4717 | 1.2131 |
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- | No log | 9.1765 | 312 | 1.5240 | 0.3148 | 1.5240 | 1.2345 |
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- | No log | 9.2353 | 314 | 1.3862 | 0.3177 | 1.3862 | 1.1774 |
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- | No log | 9.2941 | 316 | 1.2978 | 0.2906 | 1.2978 | 1.1392 |
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- | No log | 9.3529 | 318 | 1.3044 | 0.2906 | 1.3044 | 1.1421 |
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- | No log | 9.4118 | 320 | 1.3371 | 0.2653 | 1.3371 | 1.1563 |
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- | No log | 9.4706 | 322 | 1.2512 | 0.2611 | 1.2512 | 1.1186 |
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- | No log | 9.5294 | 324 | 1.2048 | 0.2126 | 1.2048 | 1.0976 |
214
- | No log | 9.5882 | 326 | 1.1346 | 0.1816 | 1.1346 | 1.0652 |
215
- | No log | 9.6471 | 328 | 1.0393 | 0.1434 | 1.0393 | 1.0195 |
216
- | No log | 9.7059 | 330 | 1.0314 | 0.1434 | 1.0314 | 1.0156 |
217
- | No log | 9.7647 | 332 | 1.1543 | 0.2495 | 1.1543 | 1.0744 |
218
- | No log | 9.8235 | 334 | 1.3362 | 0.3177 | 1.3362 | 1.1559 |
219
- | No log | 9.8824 | 336 | 1.3409 | 0.2906 | 1.3409 | 1.1580 |
220
- | No log | 9.9412 | 338 | 1.2115 | 0.2522 | 1.2115 | 1.1007 |
221
- | No log | 10.0 | 340 | 1.1018 | 0.1407 | 1.1018 | 1.0497 |
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- | No log | 10.0588 | 342 | 1.1681 | 0.1562 | 1.1681 | 1.0808 |
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- | No log | 10.1176 | 344 | 1.3510 | 0.3052 | 1.3510 | 1.1623 |
224
- | No log | 10.1765 | 346 | 1.3949 | 0.2733 | 1.3949 | 1.1810 |
225
- | No log | 10.2353 | 348 | 1.3722 | 0.3052 | 1.3722 | 1.1714 |
226
- | No log | 10.2941 | 350 | 1.2699 | 0.2793 | 1.2699 | 1.1269 |
227
- | No log | 10.3529 | 352 | 1.3247 | 0.3052 | 1.3247 | 1.1510 |
228
- | No log | 10.4118 | 354 | 1.4579 | 0.2606 | 1.4579 | 1.2074 |
229
- | No log | 10.4706 | 356 | 1.4886 | 0.2606 | 1.4886 | 1.2201 |
230
- | No log | 10.5294 | 358 | 1.2806 | 0.2292 | 1.2806 | 1.1316 |
231
- | No log | 10.5882 | 360 | 1.0712 | 0.2341 | 1.0712 | 1.0350 |
232
- | No log | 10.6471 | 362 | 1.0852 | 0.2341 | 1.0852 | 1.0417 |
233
- | No log | 10.7059 | 364 | 1.1588 | 0.2395 | 1.1588 | 1.0765 |
234
- | No log | 10.7647 | 366 | 1.3557 | 0.2677 | 1.3557 | 1.1644 |
235
- | No log | 10.8235 | 368 | 1.5758 | 0.2644 | 1.5758 | 1.2553 |
236
- | No log | 10.8824 | 370 | 1.4777 | 0.2644 | 1.4777 | 1.2156 |
237
- | No log | 10.9412 | 372 | 1.1766 | 0.3231 | 1.1766 | 1.0847 |
238
- | No log | 11.0 | 374 | 1.0984 | 0.2946 | 1.0984 | 1.0480 |
239
- | No log | 11.0588 | 376 | 1.2156 | 0.3107 | 1.2156 | 1.1026 |
240
- | No log | 11.1176 | 378 | 1.4643 | 0.2566 | 1.4643 | 1.2101 |
241
- | No log | 11.1765 | 380 | 1.5377 | 0.2566 | 1.5377 | 1.2400 |
242
- | No log | 11.2353 | 382 | 1.4656 | 0.2611 | 1.4656 | 1.2106 |
243
- | No log | 11.2941 | 384 | 1.2901 | 0.1814 | 1.2901 | 1.1358 |
244
- | No log | 11.3529 | 386 | 1.2744 | 0.1407 | 1.2744 | 1.1289 |
245
- | No log | 11.4118 | 388 | 1.4325 | 0.2342 | 1.4325 | 1.1969 |
246
- | No log | 11.4706 | 390 | 1.6216 | 0.2566 | 1.6216 | 1.2734 |
247
- | No log | 11.5294 | 392 | 1.6003 | 0.2733 | 1.6003 | 1.2650 |
248
- | No log | 11.5882 | 394 | 1.4119 | 0.1892 | 1.4119 | 1.1882 |
249
- | No log | 11.6471 | 396 | 1.2788 | 0.2004 | 1.2788 | 1.1308 |
250
- | No log | 11.7059 | 398 | 1.1550 | 0.2203 | 1.1550 | 1.0747 |
251
- | No log | 11.7647 | 400 | 1.1885 | 0.2203 | 1.1885 | 1.0902 |
252
- | No log | 11.8235 | 402 | 1.3755 | 0.2117 | 1.3755 | 1.1728 |
253
- | No log | 11.8824 | 404 | 1.6767 | 0.2840 | 1.6767 | 1.2949 |
254
- | No log | 11.9412 | 406 | 1.7588 | 0.2565 | 1.7588 | 1.3262 |
255
- | No log | 12.0 | 408 | 1.6014 | 0.2644 | 1.6014 | 1.2655 |
256
- | No log | 12.0588 | 410 | 1.3555 | 0.3018 | 1.3555 | 1.1643 |
257
- | No log | 12.1176 | 412 | 1.2094 | 0.1744 | 1.2094 | 1.0997 |
258
- | No log | 12.1765 | 414 | 1.1848 | 0.1407 | 1.1848 | 1.0885 |
259
- | No log | 12.2353 | 416 | 1.2710 | 0.1814 | 1.2710 | 1.1274 |
260
- | No log | 12.2941 | 418 | 1.3401 | 0.2474 | 1.3401 | 1.1576 |
261
- | No log | 12.3529 | 420 | 1.3601 | 0.2611 | 1.3601 | 1.1662 |
262
- | No log | 12.4118 | 422 | 1.4344 | 0.2566 | 1.4344 | 1.1977 |
263
- | No log | 12.4706 | 424 | 1.4044 | 0.2733 | 1.4044 | 1.1851 |
264
- | No log | 12.5294 | 426 | 1.3335 | 0.2437 | 1.3335 | 1.1548 |
265
- | No log | 12.5882 | 428 | 1.3381 | 0.1880 | 1.3381 | 1.1568 |
266
- | No log | 12.6471 | 430 | 1.3106 | 0.1814 | 1.3106 | 1.1448 |
267
- | No log | 12.7059 | 432 | 1.2768 | 0.1814 | 1.2768 | 1.1300 |
268
- | No log | 12.7647 | 434 | 1.3312 | 0.1814 | 1.3312 | 1.1538 |
269
- | No log | 12.8235 | 436 | 1.4038 | 0.2752 | 1.4038 | 1.1848 |
270
- | No log | 12.8824 | 438 | 1.4637 | 0.2752 | 1.4637 | 1.2098 |
271
- | No log | 12.9412 | 440 | 1.4568 | 0.2126 | 1.4568 | 1.2070 |
272
- | No log | 13.0 | 442 | 1.4016 | 0.1052 | 1.4016 | 1.1839 |
273
- | No log | 13.0588 | 444 | 1.2802 | 0.0401 | 1.2802 | 1.1315 |
274
- | No log | 13.1176 | 446 | 1.2467 | 0.0401 | 1.2467 | 1.1166 |
275
- | No log | 13.1765 | 448 | 1.2555 | 0.0401 | 1.2555 | 1.1205 |
276
- | No log | 13.2353 | 450 | 1.3518 | 0.1814 | 1.3518 | 1.1627 |
277
- | No log | 13.2941 | 452 | 1.4016 | 0.2752 | 1.4016 | 1.1839 |
278
- | No log | 13.3529 | 454 | 1.3856 | 0.3052 | 1.3856 | 1.1771 |
279
- | No log | 13.4118 | 456 | 1.4935 | 0.2566 | 1.4935 | 1.2221 |
280
- | No log | 13.4706 | 458 | 1.6984 | 0.2874 | 1.6984 | 1.3032 |
281
- | No log | 13.5294 | 460 | 1.7591 | 0.2681 | 1.7591 | 1.3263 |
282
- | No log | 13.5882 | 462 | 1.6407 | 0.2733 | 1.6407 | 1.2809 |
283
- | No log | 13.6471 | 464 | 1.4363 | 0.2474 | 1.4363 | 1.1984 |
284
- | No log | 13.7059 | 466 | 1.2822 | 0.1486 | 1.2822 | 1.1323 |
285
- | No log | 13.7647 | 468 | 1.2623 | 0.1486 | 1.2623 | 1.1235 |
286
- | No log | 13.8235 | 470 | 1.2892 | 0.1814 | 1.2892 | 1.1354 |
287
- | No log | 13.8824 | 472 | 1.3429 | 0.1814 | 1.3429 | 1.1588 |
288
- | No log | 13.9412 | 474 | 1.4292 | 0.2752 | 1.4292 | 1.1955 |
289
- | No log | 14.0 | 476 | 1.4912 | 0.2568 | 1.4912 | 1.2212 |
290
- | No log | 14.0588 | 478 | 1.4429 | 0.2752 | 1.4429 | 1.2012 |
291
- | No log | 14.1176 | 480 | 1.3285 | 0.1814 | 1.3285 | 1.1526 |
292
- | No log | 14.1765 | 482 | 1.1890 | 0.1142 | 1.1890 | 1.0904 |
293
- | No log | 14.2353 | 484 | 1.0894 | 0.0401 | 1.0894 | 1.0437 |
294
- | No log | 14.2941 | 486 | 1.0347 | 0.1446 | 1.0347 | 1.0172 |
295
- | No log | 14.3529 | 488 | 1.0544 | 0.2066 | 1.0544 | 1.0269 |
296
- | No log | 14.4118 | 490 | 1.1712 | 0.1202 | 1.1712 | 1.0822 |
297
- | No log | 14.4706 | 492 | 1.4069 | 0.2611 | 1.4069 | 1.1861 |
298
- | No log | 14.5294 | 494 | 1.5630 | 0.2694 | 1.5630 | 1.2502 |
299
- | No log | 14.5882 | 496 | 1.5435 | 0.2694 | 1.5435 | 1.2424 |
300
- | No log | 14.6471 | 498 | 1.4532 | 0.2611 | 1.4532 | 1.2055 |
301
- | 0.3307 | 14.7059 | 500 | 1.3259 | 0.2752 | 1.3259 | 1.1515 |
302
- | 0.3307 | 14.7647 | 502 | 1.3054 | 0.1486 | 1.3054 | 1.1426 |
303
- | 0.3307 | 14.8235 | 504 | 1.3645 | 0.1486 | 1.3645 | 1.1681 |
304
- | 0.3307 | 14.8824 | 506 | 1.3777 | 0.1486 | 1.3777 | 1.1738 |
305
- | 0.3307 | 14.9412 | 508 | 1.3487 | 0.1486 | 1.3487 | 1.1613 |
306
- | 0.3307 | 15.0 | 510 | 1.3660 | 0.1486 | 1.3660 | 1.1687 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_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: 0.5268
19
+ - Qwk: 0.5703
20
+ - Mse: 0.5268
21
+ - Rmse: 0.7258
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0625 | 2 | 3.9180 | 0.0024 | 3.9180 | 1.9794 |
53
+ | No log | 0.125 | 4 | 2.3443 | -0.0161 | 2.3443 | 1.5311 |
54
+ | No log | 0.1875 | 6 | 1.7188 | 0.0318 | 1.7188 | 1.3110 |
55
+ | No log | 0.25 | 8 | 1.2083 | 0.2063 | 1.2083 | 1.0992 |
56
+ | No log | 0.3125 | 10 | 1.1101 | 0.1011 | 1.1101 | 1.0536 |
57
+ | No log | 0.375 | 12 | 1.1569 | 0.1767 | 1.1569 | 1.0756 |
58
+ | No log | 0.4375 | 14 | 1.1410 | 0.1549 | 1.1410 | 1.0682 |
59
+ | No log | 0.5 | 16 | 1.0735 | 0.1532 | 1.0735 | 1.0361 |
60
+ | No log | 0.5625 | 18 | 1.0651 | 0.2441 | 1.0651 | 1.0320 |
61
+ | No log | 0.625 | 20 | 1.1303 | 0.2023 | 1.1303 | 1.0632 |
62
+ | No log | 0.6875 | 22 | 1.1685 | 0.1389 | 1.1685 | 1.0810 |
63
+ | No log | 0.75 | 24 | 1.1672 | 0.1296 | 1.1672 | 1.0803 |
64
+ | No log | 0.8125 | 26 | 1.1951 | 0.0436 | 1.1951 | 1.0932 |
65
+ | No log | 0.875 | 28 | 1.1512 | 0.0436 | 1.1512 | 1.0729 |
66
+ | No log | 0.9375 | 30 | 1.1494 | 0.0436 | 1.1494 | 1.0721 |
67
+ | No log | 1.0 | 32 | 1.0981 | 0.1324 | 1.0981 | 1.0479 |
68
+ | No log | 1.0625 | 34 | 0.9475 | 0.3178 | 0.9475 | 0.9734 |
69
+ | No log | 1.125 | 36 | 0.9686 | 0.4162 | 0.9686 | 0.9842 |
70
+ | No log | 1.1875 | 38 | 1.1088 | 0.3185 | 1.1088 | 1.0530 |
71
+ | No log | 1.25 | 40 | 1.1102 | 0.3056 | 1.1102 | 1.0537 |
72
+ | No log | 1.3125 | 42 | 1.0029 | 0.3350 | 1.0029 | 1.0015 |
73
+ | No log | 1.375 | 44 | 0.9585 | 0.3250 | 0.9585 | 0.9790 |
74
+ | No log | 1.4375 | 46 | 0.9618 | 0.3117 | 0.9618 | 0.9807 |
75
+ | No log | 1.5 | 48 | 0.9136 | 0.3465 | 0.9136 | 0.9558 |
76
+ | No log | 1.5625 | 50 | 1.1322 | 0.3316 | 1.1322 | 1.0641 |
77
+ | No log | 1.625 | 52 | 1.1535 | 0.3496 | 1.1535 | 1.0740 |
78
+ | No log | 1.6875 | 54 | 0.8778 | 0.3790 | 0.8778 | 0.9369 |
79
+ | No log | 1.75 | 56 | 0.8516 | 0.4578 | 0.8516 | 0.9228 |
80
+ | No log | 1.8125 | 58 | 0.8366 | 0.4578 | 0.8366 | 0.9147 |
81
+ | No log | 1.875 | 60 | 0.8272 | 0.4164 | 0.8272 | 0.9095 |
82
+ | No log | 1.9375 | 62 | 1.0577 | 0.3865 | 1.0577 | 1.0284 |
83
+ | No log | 2.0 | 64 | 1.2696 | 0.2832 | 1.2696 | 1.1268 |
84
+ | No log | 2.0625 | 66 | 1.2061 | 0.3792 | 1.2061 | 1.0982 |
85
+ | No log | 2.125 | 68 | 0.8933 | 0.4794 | 0.8933 | 0.9452 |
86
+ | No log | 2.1875 | 70 | 0.7306 | 0.4156 | 0.7306 | 0.8547 |
87
+ | No log | 2.25 | 72 | 0.7628 | 0.4585 | 0.7628 | 0.8734 |
88
+ | No log | 2.3125 | 74 | 0.7350 | 0.4038 | 0.7350 | 0.8573 |
89
+ | No log | 2.375 | 76 | 0.7310 | 0.5260 | 0.7310 | 0.8550 |
90
+ | No log | 2.4375 | 78 | 0.9128 | 0.4570 | 0.9128 | 0.9554 |
91
+ | No log | 2.5 | 80 | 0.9749 | 0.4065 | 0.9749 | 0.9874 |
92
+ | No log | 2.5625 | 82 | 0.9908 | 0.3998 | 0.9908 | 0.9954 |
93
+ | No log | 2.625 | 84 | 0.8897 | 0.4812 | 0.8897 | 0.9432 |
94
+ | No log | 2.6875 | 86 | 0.7989 | 0.4527 | 0.7989 | 0.8938 |
95
+ | No log | 2.75 | 88 | 0.8669 | 0.3646 | 0.8669 | 0.9310 |
96
+ | No log | 2.8125 | 90 | 0.9008 | 0.4307 | 0.9008 | 0.9491 |
97
+ | No log | 2.875 | 92 | 0.8052 | 0.4408 | 0.8052 | 0.8973 |
98
+ | No log | 2.9375 | 94 | 0.7490 | 0.4816 | 0.7490 | 0.8654 |
99
+ | No log | 3.0 | 96 | 0.7378 | 0.5522 | 0.7378 | 0.8590 |
100
+ | No log | 3.0625 | 98 | 0.7247 | 0.5948 | 0.7247 | 0.8513 |
101
+ | No log | 3.125 | 100 | 0.7181 | 0.5471 | 0.7181 | 0.8474 |
102
+ | No log | 3.1875 | 102 | 0.7165 | 0.5471 | 0.7165 | 0.8465 |
103
+ | No log | 3.25 | 104 | 0.7098 | 0.5237 | 0.7098 | 0.8425 |
104
+ | No log | 3.3125 | 106 | 0.7283 | 0.5397 | 0.7283 | 0.8534 |
105
+ | No log | 3.375 | 108 | 0.7697 | 0.5383 | 0.7697 | 0.8773 |
106
+ | No log | 3.4375 | 110 | 0.7497 | 0.5291 | 0.7497 | 0.8659 |
107
+ | No log | 3.5 | 112 | 0.7560 | 0.4831 | 0.7560 | 0.8695 |
108
+ | No log | 3.5625 | 114 | 0.8859 | 0.4920 | 0.8859 | 0.9412 |
109
+ | No log | 3.625 | 116 | 0.8489 | 0.5119 | 0.8489 | 0.9214 |
110
+ | No log | 3.6875 | 118 | 0.7379 | 0.5773 | 0.7379 | 0.8590 |
111
+ | No log | 3.75 | 120 | 0.7937 | 0.5041 | 0.7937 | 0.8909 |
112
+ | No log | 3.8125 | 122 | 0.9131 | 0.4787 | 0.9131 | 0.9555 |
113
+ | No log | 3.875 | 124 | 0.8854 | 0.5124 | 0.8854 | 0.9410 |
114
+ | No log | 3.9375 | 126 | 0.7255 | 0.5489 | 0.7255 | 0.8517 |
115
+ | No log | 4.0 | 128 | 0.6933 | 0.5773 | 0.6933 | 0.8326 |
116
+ | No log | 4.0625 | 130 | 0.7363 | 0.5802 | 0.7363 | 0.8581 |
117
+ | No log | 4.125 | 132 | 0.6776 | 0.6650 | 0.6776 | 0.8231 |
118
+ | No log | 4.1875 | 134 | 0.7156 | 0.6493 | 0.7156 | 0.8459 |
119
+ | No log | 4.25 | 136 | 0.7488 | 0.5815 | 0.7488 | 0.8654 |
120
+ | No log | 4.3125 | 138 | 0.7778 | 0.5370 | 0.7778 | 0.8819 |
121
+ | No log | 4.375 | 140 | 0.7814 | 0.5578 | 0.7814 | 0.8840 |
122
+ | No log | 4.4375 | 142 | 0.7706 | 0.5263 | 0.7706 | 0.8778 |
123
+ | No log | 4.5 | 144 | 0.7698 | 0.4733 | 0.7698 | 0.8774 |
124
+ | No log | 4.5625 | 146 | 0.7687 | 0.5510 | 0.7687 | 0.8768 |
125
+ | No log | 4.625 | 148 | 0.8055 | 0.4988 | 0.8055 | 0.8975 |
126
+ | No log | 4.6875 | 150 | 0.8129 | 0.5129 | 0.8129 | 0.9016 |
127
+ | No log | 4.75 | 152 | 0.8269 | 0.4872 | 0.8269 | 0.9093 |
128
+ | No log | 4.8125 | 154 | 0.8324 | 0.4772 | 0.8324 | 0.9124 |
129
+ | No log | 4.875 | 156 | 0.8128 | 0.3802 | 0.8128 | 0.9015 |
130
+ | No log | 4.9375 | 158 | 0.8699 | 0.3921 | 0.8699 | 0.9327 |
131
+ | No log | 5.0 | 160 | 0.9954 | 0.3365 | 0.9954 | 0.9977 |
132
+ | No log | 5.0625 | 162 | 1.0032 | 0.3365 | 1.0032 | 1.0016 |
133
+ | No log | 5.125 | 164 | 0.9952 | 0.3534 | 0.9952 | 0.9976 |
134
+ | No log | 5.1875 | 166 | 0.8300 | 0.4913 | 0.8300 | 0.9110 |
135
+ | No log | 5.25 | 168 | 0.6630 | 0.5320 | 0.6630 | 0.8143 |
136
+ | No log | 5.3125 | 170 | 0.6295 | 0.5943 | 0.6295 | 0.7934 |
137
+ | No log | 5.375 | 172 | 0.6503 | 0.5877 | 0.6503 | 0.8064 |
138
+ | No log | 5.4375 | 174 | 0.6916 | 0.6380 | 0.6916 | 0.8316 |
139
+ | No log | 5.5 | 176 | 0.6903 | 0.5671 | 0.6903 | 0.8309 |
140
+ | No log | 5.5625 | 178 | 0.7034 | 0.5409 | 0.7034 | 0.8387 |
141
+ | No log | 5.625 | 180 | 0.7001 | 0.5759 | 0.7001 | 0.8367 |
142
+ | No log | 5.6875 | 182 | 0.6890 | 0.6139 | 0.6890 | 0.8301 |
143
+ | No log | 5.75 | 184 | 0.6474 | 0.5759 | 0.6474 | 0.8046 |
144
+ | No log | 5.8125 | 186 | 0.6489 | 0.5771 | 0.6489 | 0.8055 |
145
+ | No log | 5.875 | 188 | 0.6495 | 0.5288 | 0.6495 | 0.8059 |
146
+ | No log | 5.9375 | 190 | 0.6772 | 0.4739 | 0.6772 | 0.8229 |
147
+ | No log | 6.0 | 192 | 0.7979 | 0.4423 | 0.7979 | 0.8933 |
148
+ | No log | 6.0625 | 194 | 0.8132 | 0.4665 | 0.8132 | 0.9018 |
149
+ | No log | 6.125 | 196 | 0.7188 | 0.4350 | 0.7188 | 0.8478 |
150
+ | No log | 6.1875 | 198 | 0.6192 | 0.6262 | 0.6192 | 0.7869 |
151
+ | No log | 6.25 | 200 | 0.5911 | 0.6788 | 0.5911 | 0.7688 |
152
+ | No log | 6.3125 | 202 | 0.6205 | 0.6979 | 0.6205 | 0.7877 |
153
+ | No log | 6.375 | 204 | 0.7107 | 0.6208 | 0.7107 | 0.8430 |
154
+ | No log | 6.4375 | 206 | 0.8675 | 0.5800 | 0.8675 | 0.9314 |
155
+ | No log | 6.5 | 208 | 0.8029 | 0.5505 | 0.8029 | 0.8961 |
156
+ | No log | 6.5625 | 210 | 0.6389 | 0.6305 | 0.6389 | 0.7993 |
157
+ | No log | 6.625 | 212 | 0.6261 | 0.6429 | 0.6261 | 0.7913 |
158
+ | No log | 6.6875 | 214 | 0.7259 | 0.5495 | 0.7259 | 0.8520 |
159
+ | No log | 6.75 | 216 | 0.6919 | 0.6182 | 0.6919 | 0.8318 |
160
+ | No log | 6.8125 | 218 | 0.6212 | 0.5549 | 0.6212 | 0.7882 |
161
+ | No log | 6.875 | 220 | 0.6415 | 0.5862 | 0.6415 | 0.8009 |
162
+ | No log | 6.9375 | 222 | 0.6670 | 0.5698 | 0.6670 | 0.8167 |
163
+ | No log | 7.0 | 224 | 0.6585 | 0.6025 | 0.6585 | 0.8115 |
164
+ | No log | 7.0625 | 226 | 0.6470 | 0.6084 | 0.6470 | 0.8044 |
165
+ | No log | 7.125 | 228 | 0.6281 | 0.6207 | 0.6281 | 0.7925 |
166
+ | No log | 7.1875 | 230 | 0.6901 | 0.5749 | 0.6901 | 0.8307 |
167
+ | No log | 7.25 | 232 | 0.7134 | 0.5857 | 0.7134 | 0.8446 |
168
+ | No log | 7.3125 | 234 | 0.6482 | 0.6021 | 0.6482 | 0.8051 |
169
+ | No log | 7.375 | 236 | 0.5875 | 0.5446 | 0.5875 | 0.7665 |
170
+ | No log | 7.4375 | 238 | 0.6092 | 0.5627 | 0.6092 | 0.7805 |
171
+ | No log | 7.5 | 240 | 0.6433 | 0.5463 | 0.6433 | 0.8021 |
172
+ | No log | 7.5625 | 242 | 0.6105 | 0.5835 | 0.6105 | 0.7814 |
173
+ | No log | 7.625 | 244 | 0.5831 | 0.5960 | 0.5831 | 0.7636 |
174
+ | No log | 7.6875 | 246 | 0.5862 | 0.6123 | 0.5862 | 0.7656 |
175
+ | No log | 7.75 | 248 | 0.6032 | 0.6128 | 0.6032 | 0.7767 |
176
+ | No log | 7.8125 | 250 | 0.6165 | 0.6147 | 0.6165 | 0.7852 |
177
+ | No log | 7.875 | 252 | 0.6444 | 0.5858 | 0.6444 | 0.8027 |
178
+ | No log | 7.9375 | 254 | 0.6418 | 0.6032 | 0.6418 | 0.8011 |
179
+ | No log | 8.0 | 256 | 0.6400 | 0.6286 | 0.6400 | 0.8000 |
180
+ | No log | 8.0625 | 258 | 0.6714 | 0.5678 | 0.6714 | 0.8194 |
181
+ | No log | 8.125 | 260 | 0.6801 | 0.5699 | 0.6801 | 0.8247 |
182
+ | No log | 8.1875 | 262 | 0.6402 | 0.6564 | 0.6402 | 0.8001 |
183
+ | No log | 8.25 | 264 | 0.6490 | 0.6559 | 0.6490 | 0.8056 |
184
+ | No log | 8.3125 | 266 | 0.7568 | 0.5720 | 0.7568 | 0.8700 |
185
+ | No log | 8.375 | 268 | 0.7419 | 0.5625 | 0.7419 | 0.8614 |
186
+ | No log | 8.4375 | 270 | 0.6807 | 0.5922 | 0.6807 | 0.8250 |
187
+ | No log | 8.5 | 272 | 0.6442 | 0.6667 | 0.6442 | 0.8026 |
188
+ | No log | 8.5625 | 274 | 0.6290 | 0.6065 | 0.6290 | 0.7931 |
189
+ | No log | 8.625 | 276 | 0.6485 | 0.5835 | 0.6485 | 0.8053 |
190
+ | No log | 8.6875 | 278 | 0.6502 | 0.5698 | 0.6502 | 0.8064 |
191
+ | No log | 8.75 | 280 | 0.6297 | 0.5627 | 0.6297 | 0.7936 |
192
+ | No log | 8.8125 | 282 | 0.6114 | 0.4919 | 0.6114 | 0.7819 |
193
+ | No log | 8.875 | 284 | 0.6905 | 0.5148 | 0.6905 | 0.8310 |
194
+ | No log | 8.9375 | 286 | 0.7609 | 0.5513 | 0.7609 | 0.8723 |
195
+ | No log | 9.0 | 288 | 0.7603 | 0.5622 | 0.7603 | 0.8719 |
196
+ | No log | 9.0625 | 290 | 0.6947 | 0.6072 | 0.6947 | 0.8335 |
197
+ | No log | 9.125 | 292 | 0.5918 | 0.5821 | 0.5918 | 0.7693 |
198
+ | No log | 9.1875 | 294 | 0.5977 | 0.6055 | 0.5977 | 0.7731 |
199
+ | No log | 9.25 | 296 | 0.6349 | 0.5832 | 0.6349 | 0.7968 |
200
+ | No log | 9.3125 | 298 | 0.6421 | 0.5842 | 0.6421 | 0.8013 |
201
+ | No log | 9.375 | 300 | 0.6155 | 0.5692 | 0.6155 | 0.7845 |
202
+ | No log | 9.4375 | 302 | 0.6242 | 0.6047 | 0.6242 | 0.7901 |
203
+ | No log | 9.5 | 304 | 0.6164 | 0.5962 | 0.6164 | 0.7851 |
204
+ | No log | 9.5625 | 306 | 0.5824 | 0.5464 | 0.5824 | 0.7632 |
205
+ | No log | 9.625 | 308 | 0.5955 | 0.5905 | 0.5955 | 0.7717 |
206
+ | No log | 9.6875 | 310 | 0.6204 | 0.6053 | 0.6204 | 0.7877 |
207
+ | No log | 9.75 | 312 | 0.5920 | 0.6118 | 0.5920 | 0.7694 |
208
+ | No log | 9.8125 | 314 | 0.5521 | 0.6464 | 0.5521 | 0.7430 |
209
+ | No log | 9.875 | 316 | 0.5542 | 0.6470 | 0.5542 | 0.7445 |
210
+ | No log | 9.9375 | 318 | 0.5586 | 0.6001 | 0.5586 | 0.7474 |
211
+ | No log | 10.0 | 320 | 0.5829 | 0.6128 | 0.5829 | 0.7635 |
212
+ | No log | 10.0625 | 322 | 0.6519 | 0.6015 | 0.6519 | 0.8074 |
213
+ | No log | 10.125 | 324 | 0.6514 | 0.6015 | 0.6514 | 0.8071 |
214
+ | No log | 10.1875 | 326 | 0.5841 | 0.6063 | 0.5841 | 0.7643 |
215
+ | No log | 10.25 | 328 | 0.5418 | 0.6488 | 0.5418 | 0.7361 |
216
+ | No log | 10.3125 | 330 | 0.5457 | 0.6001 | 0.5457 | 0.7387 |
217
+ | No log | 10.375 | 332 | 0.5597 | 0.6241 | 0.5597 | 0.7481 |
218
+ | No log | 10.4375 | 334 | 0.6141 | 0.6157 | 0.6141 | 0.7837 |
219
+ | No log | 10.5 | 336 | 0.6672 | 0.5799 | 0.6672 | 0.8168 |
220
+ | No log | 10.5625 | 338 | 0.6777 | 0.5686 | 0.6777 | 0.8232 |
221
+ | No log | 10.625 | 340 | 0.6525 | 0.5799 | 0.6525 | 0.8078 |
222
+ | No log | 10.6875 | 342 | 0.6471 | 0.6127 | 0.6471 | 0.8044 |
223
+ | No log | 10.75 | 344 | 0.5986 | 0.6127 | 0.5986 | 0.7737 |
224
+ | No log | 10.8125 | 346 | 0.5840 | 0.6073 | 0.5840 | 0.7642 |
225
+ | No log | 10.875 | 348 | 0.5796 | 0.6345 | 0.5796 | 0.7613 |
226
+ | No log | 10.9375 | 350 | 0.5833 | 0.5678 | 0.5833 | 0.7637 |
227
+ | No log | 11.0 | 352 | 0.5776 | 0.6537 | 0.5776 | 0.7600 |
228
+ | No log | 11.0625 | 354 | 0.5730 | 0.6546 | 0.5730 | 0.7570 |
229
+ | No log | 11.125 | 356 | 0.5721 | 0.6407 | 0.5721 | 0.7564 |
230
+ | No log | 11.1875 | 358 | 0.5763 | 0.6518 | 0.5763 | 0.7591 |
231
+ | No log | 11.25 | 360 | 0.5676 | 0.6927 | 0.5676 | 0.7534 |
232
+ | No log | 11.3125 | 362 | 0.5763 | 0.5939 | 0.5763 | 0.7592 |
233
+ | No log | 11.375 | 364 | 0.5999 | 0.6035 | 0.5999 | 0.7746 |
234
+ | No log | 11.4375 | 366 | 0.6767 | 0.6438 | 0.6767 | 0.8226 |
235
+ | No log | 11.5 | 368 | 0.7733 | 0.5439 | 0.7733 | 0.8794 |
236
+ | No log | 11.5625 | 370 | 0.7883 | 0.5439 | 0.7883 | 0.8878 |
237
+ | No log | 11.625 | 372 | 0.7279 | 0.6287 | 0.7279 | 0.8532 |
238
+ | No log | 11.6875 | 374 | 0.6723 | 0.6065 | 0.6723 | 0.8199 |
239
+ | No log | 11.75 | 376 | 0.6656 | 0.5943 | 0.6656 | 0.8159 |
240
+ | No log | 11.8125 | 378 | 0.6786 | 0.5477 | 0.6786 | 0.8237 |
241
+ | No log | 11.875 | 380 | 0.6867 | 0.5349 | 0.6867 | 0.8287 |
242
+ | No log | 11.9375 | 382 | 0.6406 | 0.5746 | 0.6406 | 0.8004 |
243
+ | No log | 12.0 | 384 | 0.5934 | 0.5405 | 0.5934 | 0.7703 |
244
+ | No log | 12.0625 | 386 | 0.5574 | 0.6588 | 0.5574 | 0.7466 |
245
+ | No log | 12.125 | 388 | 0.5377 | 0.6588 | 0.5377 | 0.7333 |
246
+ | No log | 12.1875 | 390 | 0.5377 | 0.6945 | 0.5377 | 0.7333 |
247
+ | No log | 12.25 | 392 | 0.5344 | 0.6777 | 0.5344 | 0.7310 |
248
+ | No log | 12.3125 | 394 | 0.5445 | 0.6575 | 0.5445 | 0.7379 |
249
+ | No log | 12.375 | 396 | 0.6212 | 0.6328 | 0.6212 | 0.7882 |
250
+ | No log | 12.4375 | 398 | 0.6661 | 0.5864 | 0.6661 | 0.8161 |
251
+ | No log | 12.5 | 400 | 0.6540 | 0.6025 | 0.6540 | 0.8087 |
252
+ | No log | 12.5625 | 402 | 0.6364 | 0.6218 | 0.6364 | 0.7977 |
253
+ | No log | 12.625 | 404 | 0.5845 | 0.6451 | 0.5845 | 0.7645 |
254
+ | No log | 12.6875 | 406 | 0.6108 | 0.5819 | 0.6108 | 0.7815 |
255
+ | No log | 12.75 | 408 | 0.6367 | 0.5945 | 0.6367 | 0.7980 |
256
+ | No log | 12.8125 | 410 | 0.5979 | 0.5446 | 0.5979 | 0.7733 |
257
+ | No log | 12.875 | 412 | 0.6044 | 0.6432 | 0.6044 | 0.7774 |
258
+ | No log | 12.9375 | 414 | 0.6358 | 0.6199 | 0.6358 | 0.7974 |
259
+ | No log | 13.0 | 416 | 0.6242 | 0.5937 | 0.6242 | 0.7901 |
260
+ | No log | 13.0625 | 418 | 0.6126 | 0.5663 | 0.6126 | 0.7827 |
261
+ | No log | 13.125 | 420 | 0.6030 | 0.5663 | 0.6030 | 0.7765 |
262
+ | No log | 13.1875 | 422 | 0.6103 | 0.6122 | 0.6103 | 0.7812 |
263
+ | No log | 13.25 | 424 | 0.6720 | 0.5998 | 0.6720 | 0.8198 |
264
+ | No log | 13.3125 | 426 | 0.7338 | 0.5938 | 0.7338 | 0.8566 |
265
+ | No log | 13.375 | 428 | 0.7233 | 0.5820 | 0.7233 | 0.8505 |
266
+ | No log | 13.4375 | 430 | 0.6640 | 0.6151 | 0.6640 | 0.8149 |
267
+ | No log | 13.5 | 432 | 0.6001 | 0.6219 | 0.6001 | 0.7747 |
268
+ | No log | 13.5625 | 434 | 0.6000 | 0.5419 | 0.6000 | 0.7746 |
269
+ | No log | 13.625 | 436 | 0.6025 | 0.5419 | 0.6025 | 0.7762 |
270
+ | No log | 13.6875 | 438 | 0.5877 | 0.5549 | 0.5877 | 0.7666 |
271
+ | No log | 13.75 | 440 | 0.5698 | 0.5886 | 0.5698 | 0.7548 |
272
+ | No log | 13.8125 | 442 | 0.5646 | 0.6528 | 0.5646 | 0.7514 |
273
+ | No log | 13.875 | 444 | 0.5539 | 0.6488 | 0.5539 | 0.7443 |
274
+ | No log | 13.9375 | 446 | 0.5444 | 0.6616 | 0.5444 | 0.7378 |
275
+ | No log | 14.0 | 448 | 0.5819 | 0.6811 | 0.5819 | 0.7628 |
276
+ | No log | 14.0625 | 450 | 0.6096 | 0.6670 | 0.6096 | 0.7808 |
277
+ | No log | 14.125 | 452 | 0.5808 | 0.6161 | 0.5808 | 0.7621 |
278
+ | No log | 14.1875 | 454 | 0.5805 | 0.6332 | 0.5805 | 0.7619 |
279
+ | No log | 14.25 | 456 | 0.6408 | 0.5552 | 0.6408 | 0.8005 |
280
+ | No log | 14.3125 | 458 | 0.6924 | 0.5385 | 0.6924 | 0.8321 |
281
+ | No log | 14.375 | 460 | 0.6763 | 0.5538 | 0.6763 | 0.8223 |
282
+ | No log | 14.4375 | 462 | 0.6047 | 0.5552 | 0.6047 | 0.7776 |
283
+ | No log | 14.5 | 464 | 0.5474 | 0.6128 | 0.5474 | 0.7399 |
284
+ | No log | 14.5625 | 466 | 0.5252 | 0.6466 | 0.5252 | 0.7247 |
285
+ | No log | 14.625 | 468 | 0.5222 | 0.6427 | 0.5222 | 0.7227 |
286
+ | No log | 14.6875 | 470 | 0.5552 | 0.6133 | 0.5552 | 0.7451 |
287
+ | No log | 14.75 | 472 | 0.5949 | 0.5938 | 0.5949 | 0.7713 |
288
+ | No log | 14.8125 | 474 | 0.5999 | 0.5740 | 0.5999 | 0.7745 |
289
+ | No log | 14.875 | 476 | 0.5858 | 0.5788 | 0.5858 | 0.7654 |
290
+ | No log | 14.9375 | 478 | 0.5577 | 0.6128 | 0.5577 | 0.7468 |
291
+ | No log | 15.0 | 480 | 0.5593 | 0.6412 | 0.5593 | 0.7479 |
292
+ | No log | 15.0625 | 482 | 0.5583 | 0.6519 | 0.5583 | 0.7472 |
293
+ | No log | 15.125 | 484 | 0.5840 | 0.6584 | 0.5840 | 0.7642 |
294
+ | No log | 15.1875 | 486 | 0.6493 | 0.6042 | 0.6493 | 0.8058 |
295
+ | No log | 15.25 | 488 | 0.7238 | 0.5137 | 0.7238 | 0.8508 |
296
+ | No log | 15.3125 | 490 | 0.7244 | 0.5279 | 0.7244 | 0.8511 |
297
+ | No log | 15.375 | 492 | 0.6950 | 0.5463 | 0.6950 | 0.8337 |
298
+ | No log | 15.4375 | 494 | 0.6673 | 0.5142 | 0.6673 | 0.8169 |
299
+ | No log | 15.5 | 496 | 0.6427 | 0.5485 | 0.6427 | 0.8017 |
300
+ | No log | 15.5625 | 498 | 0.6252 | 0.6133 | 0.6252 | 0.7907 |
301
+ | 0.2897 | 15.625 | 500 | 0.6102 | 0.5774 | 0.6102 | 0.7812 |
302
+ | 0.2897 | 15.6875 | 502 | 0.6081 | 0.6123 | 0.6081 | 0.7798 |
303
+ | 0.2897 | 15.75 | 504 | 0.6135 | 0.6196 | 0.6135 | 0.7832 |
304
+ | 0.2897 | 15.8125 | 506 | 0.6391 | 0.6067 | 0.6391 | 0.7995 |
305
+ | 0.2897 | 15.875 | 508 | 0.6563 | 0.5239 | 0.6563 | 0.8101 |
306
+ | 0.2897 | 15.9375 | 510 | 0.6344 | 0.6184 | 0.6344 | 0.7965 |
307
+ | 0.2897 | 16.0 | 512 | 0.6042 | 0.6024 | 0.6042 | 0.7773 |
308
+ | 0.2897 | 16.0625 | 514 | 0.5953 | 0.6262 | 0.5953 | 0.7715 |
309
+ | 0.2897 | 16.125 | 516 | 0.5720 | 0.6641 | 0.5720 | 0.7563 |
310
+ | 0.2897 | 16.1875 | 518 | 0.5721 | 0.7154 | 0.5721 | 0.7564 |
311
+ | 0.2897 | 16.25 | 520 | 0.5881 | 0.6725 | 0.5881 | 0.7668 |
312
+ | 0.2897 | 16.3125 | 522 | 0.5890 | 0.7112 | 0.5890 | 0.7675 |
313
+ | 0.2897 | 16.375 | 524 | 0.5709 | 0.7151 | 0.5709 | 0.7556 |
314
+ | 0.2897 | 16.4375 | 526 | 0.5945 | 0.6872 | 0.5945 | 0.7711 |
315
+ | 0.2897 | 16.5 | 528 | 0.6441 | 0.6169 | 0.6441 | 0.8025 |
316
+ | 0.2897 | 16.5625 | 530 | 0.6602 | 0.5788 | 0.6602 | 0.8126 |
317
+ | 0.2897 | 16.625 | 532 | 0.6414 | 0.5710 | 0.6414 | 0.8009 |
318
+ | 0.2897 | 16.6875 | 534 | 0.6094 | 0.5796 | 0.6094 | 0.7806 |
319
+ | 0.2897 | 16.75 | 536 | 0.5940 | 0.5796 | 0.5940 | 0.7707 |
320
+ | 0.2897 | 16.8125 | 538 | 0.5760 | 0.5938 | 0.5760 | 0.7590 |
321
+ | 0.2897 | 16.875 | 540 | 0.5637 | 0.6588 | 0.5637 | 0.7508 |
322
+ | 0.2897 | 16.9375 | 542 | 0.5569 | 0.6460 | 0.5569 | 0.7463 |
323
+ | 0.2897 | 17.0 | 544 | 0.5643 | 0.6695 | 0.5643 | 0.7512 |
324
+ | 0.2897 | 17.0625 | 546 | 0.6051 | 0.6371 | 0.6051 | 0.7779 |
325
+ | 0.2897 | 17.125 | 548 | 0.6119 | 0.6404 | 0.6119 | 0.7823 |
326
+ | 0.2897 | 17.1875 | 550 | 0.6041 | 0.6404 | 0.6041 | 0.7773 |
327
+ | 0.2897 | 17.25 | 552 | 0.5761 | 0.6371 | 0.5761 | 0.7590 |
328
+ | 0.2897 | 17.3125 | 554 | 0.5465 | 0.6460 | 0.5465 | 0.7392 |
329
+ | 0.2897 | 17.375 | 556 | 0.5408 | 0.6742 | 0.5408 | 0.7354 |
330
+ | 0.2897 | 17.4375 | 558 | 0.5426 | 0.6634 | 0.5426 | 0.7366 |
331
+ | 0.2897 | 17.5 | 560 | 0.5441 | 0.6625 | 0.5441 | 0.7376 |
332
+ | 0.2897 | 17.5625 | 562 | 0.5512 | 0.6729 | 0.5512 | 0.7424 |
333
+ | 0.2897 | 17.625 | 564 | 0.5574 | 0.6537 | 0.5574 | 0.7466 |
334
+ | 0.2897 | 17.6875 | 566 | 0.5531 | 0.6880 | 0.5531 | 0.7437 |
335
+ | 0.2897 | 17.75 | 568 | 0.5422 | 0.6649 | 0.5422 | 0.7364 |
336
+ | 0.2897 | 17.8125 | 570 | 0.5369 | 0.6649 | 0.5369 | 0.7328 |
337
+ | 0.2897 | 17.875 | 572 | 0.5365 | 0.6788 | 0.5365 | 0.7324 |
338
+ | 0.2897 | 17.9375 | 574 | 0.5501 | 0.7117 | 0.5501 | 0.7417 |
339
+ | 0.2897 | 18.0 | 576 | 0.5413 | 0.7117 | 0.5413 | 0.7358 |
340
+ | 0.2897 | 18.0625 | 578 | 0.5331 | 0.7201 | 0.5331 | 0.7301 |
341
+ | 0.2897 | 18.125 | 580 | 0.5258 | 0.6537 | 0.5258 | 0.7251 |
342
+ | 0.2897 | 18.1875 | 582 | 0.5487 | 0.6724 | 0.5487 | 0.7407 |
343
+ | 0.2897 | 18.25 | 584 | 0.5826 | 0.6438 | 0.5826 | 0.7633 |
344
+ | 0.2897 | 18.3125 | 586 | 0.5997 | 0.5894 | 0.5997 | 0.7744 |
345
+ | 0.2897 | 18.375 | 588 | 0.5875 | 0.5835 | 0.5875 | 0.7665 |
346
+ | 0.2897 | 18.4375 | 590 | 0.5770 | 0.6209 | 0.5770 | 0.7596 |
347
+ | 0.2897 | 18.5 | 592 | 0.5724 | 0.6537 | 0.5724 | 0.7565 |
348
+ | 0.2897 | 18.5625 | 594 | 0.5739 | 0.6175 | 0.5739 | 0.7575 |
349
+ | 0.2897 | 18.625 | 596 | 0.5567 | 0.6460 | 0.5567 | 0.7461 |
350
+ | 0.2897 | 18.6875 | 598 | 0.5415 | 0.6681 | 0.5415 | 0.7359 |
351
+ | 0.2897 | 18.75 | 600 | 0.5396 | 0.6690 | 0.5396 | 0.7346 |
352
+ | 0.2897 | 18.8125 | 602 | 0.5397 | 0.6641 | 0.5397 | 0.7346 |
353
+ | 0.2897 | 18.875 | 604 | 0.5494 | 0.6764 | 0.5494 | 0.7412 |
354
+ | 0.2897 | 18.9375 | 606 | 0.5494 | 0.6584 | 0.5494 | 0.7412 |
355
+ | 0.2897 | 19.0 | 608 | 0.5724 | 0.6473 | 0.5724 | 0.7566 |
356
+ | 0.2897 | 19.0625 | 610 | 0.6545 | 0.5799 | 0.6545 | 0.8090 |
357
+ | 0.2897 | 19.125 | 612 | 0.6897 | 0.5591 | 0.6897 | 0.8305 |
358
+ | 0.2897 | 19.1875 | 614 | 0.6590 | 0.5718 | 0.6590 | 0.8118 |
359
+ | 0.2897 | 19.25 | 616 | 0.6217 | 0.6165 | 0.6217 | 0.7885 |
360
+ | 0.2897 | 19.3125 | 618 | 0.6121 | 0.5436 | 0.6121 | 0.7824 |
361
+ | 0.2897 | 19.375 | 620 | 0.6110 | 0.5436 | 0.6110 | 0.7816 |
362
+ | 0.2897 | 19.4375 | 622 | 0.6040 | 0.5556 | 0.6040 | 0.7772 |
363
+ | 0.2897 | 19.5 | 624 | 0.6098 | 0.5862 | 0.6098 | 0.7809 |
364
+ | 0.2897 | 19.5625 | 626 | 0.6603 | 0.5740 | 0.6603 | 0.8126 |
365
+ | 0.2897 | 19.625 | 628 | 0.6961 | 0.5555 | 0.6961 | 0.8343 |
366
+ | 0.2897 | 19.6875 | 630 | 0.6671 | 0.5822 | 0.6671 | 0.8168 |
367
+ | 0.2897 | 19.75 | 632 | 0.6414 | 0.5763 | 0.6414 | 0.8009 |
368
+ | 0.2897 | 19.8125 | 634 | 0.6027 | 0.5862 | 0.6027 | 0.7763 |
369
+ | 0.2897 | 19.875 | 636 | 0.5982 | 0.6150 | 0.5982 | 0.7734 |
370
+ | 0.2897 | 19.9375 | 638 | 0.5834 | 0.6150 | 0.5834 | 0.7638 |
371
+ | 0.2897 | 20.0 | 640 | 0.5765 | 0.6150 | 0.5765 | 0.7593 |
372
+ | 0.2897 | 20.0625 | 642 | 0.5717 | 0.6322 | 0.5717 | 0.7561 |
373
+ | 0.2897 | 20.125 | 644 | 0.5539 | 0.6322 | 0.5539 | 0.7443 |
374
+ | 0.2897 | 20.1875 | 646 | 0.5408 | 0.6332 | 0.5408 | 0.7354 |
375
+ | 0.2897 | 20.25 | 648 | 0.5328 | 0.6496 | 0.5328 | 0.7299 |
376
+ | 0.2897 | 20.3125 | 650 | 0.5317 | 0.6824 | 0.5317 | 0.7292 |
377
+ | 0.2897 | 20.375 | 652 | 0.5352 | 0.6667 | 0.5352 | 0.7315 |
378
+ | 0.2897 | 20.4375 | 654 | 0.5368 | 0.6622 | 0.5368 | 0.7327 |
379
+ | 0.2897 | 20.5 | 656 | 0.5409 | 0.6332 | 0.5409 | 0.7355 |
380
+ | 0.2897 | 20.5625 | 658 | 0.5593 | 0.6315 | 0.5593 | 0.7479 |
381
+ | 0.2897 | 20.625 | 660 | 0.5875 | 0.6464 | 0.5875 | 0.7665 |
382
+ | 0.2897 | 20.6875 | 662 | 0.5795 | 0.6352 | 0.5795 | 0.7613 |
383
+ | 0.2897 | 20.75 | 664 | 0.5537 | 0.6177 | 0.5537 | 0.7441 |
384
+ | 0.2897 | 20.8125 | 666 | 0.5352 | 0.6796 | 0.5352 | 0.7316 |
385
+ | 0.2897 | 20.875 | 668 | 0.5464 | 0.6036 | 0.5464 | 0.7392 |
386
+ | 0.2897 | 20.9375 | 670 | 0.5515 | 0.6036 | 0.5515 | 0.7427 |
387
+ | 0.2897 | 21.0 | 672 | 0.5361 | 0.6437 | 0.5361 | 0.7322 |
388
+ | 0.2897 | 21.0625 | 674 | 0.5289 | 0.6932 | 0.5289 | 0.7272 |
389
+ | 0.2897 | 21.125 | 676 | 0.5406 | 0.6555 | 0.5406 | 0.7353 |
390
+ | 0.2897 | 21.1875 | 678 | 0.5986 | 0.6301 | 0.5986 | 0.7737 |
391
+ | 0.2897 | 21.25 | 680 | 0.6279 | 0.6123 | 0.6279 | 0.7924 |
392
+ | 0.2897 | 21.3125 | 682 | 0.5981 | 0.6151 | 0.5981 | 0.7733 |
393
+ | 0.2897 | 21.375 | 684 | 0.5566 | 0.6502 | 0.5566 | 0.7460 |
394
+ | 0.2897 | 21.4375 | 686 | 0.5268 | 0.6632 | 0.5268 | 0.7258 |
395
+ | 0.2897 | 21.5 | 688 | 0.5165 | 0.6903 | 0.5165 | 0.7187 |
396
+ | 0.2897 | 21.5625 | 690 | 0.5105 | 0.6903 | 0.5105 | 0.7145 |
397
+ | 0.2897 | 21.625 | 692 | 0.5059 | 0.7573 | 0.5059 | 0.7113 |
398
+ | 0.2897 | 21.6875 | 694 | 0.5041 | 0.7358 | 0.5041 | 0.7100 |
399
+ | 0.2897 | 21.75 | 696 | 0.5145 | 0.6936 | 0.5145 | 0.7173 |
400
+ | 0.2897 | 21.8125 | 698 | 0.5065 | 0.7148 | 0.5065 | 0.7117 |
401
+ | 0.2897 | 21.875 | 700 | 0.5061 | 0.7210 | 0.5061 | 0.7114 |
402
+ | 0.2897 | 21.9375 | 702 | 0.5152 | 0.7429 | 0.5152 | 0.7178 |
403
+ | 0.2897 | 22.0 | 704 | 0.5135 | 0.7429 | 0.5135 | 0.7166 |
404
+ | 0.2897 | 22.0625 | 706 | 0.5078 | 0.7423 | 0.5078 | 0.7126 |
405
+ | 0.2897 | 22.125 | 708 | 0.5170 | 0.6911 | 0.5170 | 0.7190 |
406
+ | 0.2897 | 22.1875 | 710 | 0.5396 | 0.6606 | 0.5396 | 0.7346 |
407
+ | 0.2897 | 22.25 | 712 | 0.5633 | 0.6286 | 0.5633 | 0.7505 |
408
+ | 0.2897 | 22.3125 | 714 | 0.5740 | 0.6286 | 0.5740 | 0.7576 |
409
+ | 0.2897 | 22.375 | 716 | 0.5800 | 0.6286 | 0.5800 | 0.7616 |
410
+ | 0.2897 | 22.4375 | 718 | 0.5917 | 0.6350 | 0.5917 | 0.7692 |
411
+ | 0.2897 | 22.5 | 720 | 0.5890 | 0.6315 | 0.5890 | 0.7675 |
412
+ | 0.2897 | 22.5625 | 722 | 0.5747 | 0.6276 | 0.5747 | 0.7581 |
413
+ | 0.2897 | 22.625 | 724 | 0.5525 | 0.6528 | 0.5525 | 0.7433 |
414
+ | 0.2897 | 22.6875 | 726 | 0.5246 | 0.6733 | 0.5246 | 0.7243 |
415
+ | 0.2897 | 22.75 | 728 | 0.5197 | 0.7375 | 0.5197 | 0.7209 |
416
+ | 0.2897 | 22.8125 | 730 | 0.5225 | 0.7529 | 0.5225 | 0.7228 |
417
+ | 0.2897 | 22.875 | 732 | 0.5168 | 0.6830 | 0.5168 | 0.7189 |
418
+ | 0.2897 | 22.9375 | 734 | 0.5208 | 0.6911 | 0.5208 | 0.7217 |
419
+ | 0.2897 | 23.0 | 736 | 0.5300 | 0.6528 | 0.5300 | 0.7280 |
420
+ | 0.2897 | 23.0625 | 738 | 0.5342 | 0.6631 | 0.5342 | 0.7309 |
421
+ | 0.2897 | 23.125 | 740 | 0.5464 | 0.6516 | 0.5464 | 0.7392 |
422
+ | 0.2897 | 23.1875 | 742 | 0.5434 | 0.6516 | 0.5434 | 0.7372 |
423
+ | 0.2897 | 23.25 | 744 | 0.5267 | 0.6720 | 0.5267 | 0.7258 |
424
+ | 0.2897 | 23.3125 | 746 | 0.5258 | 0.6720 | 0.5258 | 0.7252 |
425
+ | 0.2897 | 23.375 | 748 | 0.5408 | 0.6951 | 0.5408 | 0.7354 |
426
+ | 0.2897 | 23.4375 | 750 | 0.5322 | 0.7172 | 0.5322 | 0.7295 |
427
+ | 0.2897 | 23.5 | 752 | 0.5202 | 0.7535 | 0.5202 | 0.7213 |
428
+ | 0.2897 | 23.5625 | 754 | 0.5080 | 0.7377 | 0.5080 | 0.7127 |
429
+ | 0.2897 | 23.625 | 756 | 0.5190 | 0.6814 | 0.5190 | 0.7204 |
430
+ | 0.2897 | 23.6875 | 758 | 0.5453 | 0.6916 | 0.5453 | 0.7384 |
431
+ | 0.2897 | 23.75 | 760 | 0.5608 | 0.6623 | 0.5608 | 0.7489 |
432
+ | 0.2897 | 23.8125 | 762 | 0.5487 | 0.6488 | 0.5487 | 0.7407 |
433
+ | 0.2897 | 23.875 | 764 | 0.5352 | 0.6343 | 0.5352 | 0.7316 |
434
+ | 0.2897 | 23.9375 | 766 | 0.5387 | 0.6485 | 0.5387 | 0.7340 |
435
+ | 0.2897 | 24.0 | 768 | 0.5422 | 0.7326 | 0.5422 | 0.7364 |
436
+ | 0.2897 | 24.0625 | 770 | 0.5461 | 0.7216 | 0.5461 | 0.7390 |
437
+ | 0.2897 | 24.125 | 772 | 0.5674 | 0.6725 | 0.5674 | 0.7532 |
438
+ | 0.2897 | 24.1875 | 774 | 0.5621 | 0.6759 | 0.5621 | 0.7498 |
439
+ | 0.2897 | 24.25 | 776 | 0.5560 | 0.5833 | 0.5560 | 0.7456 |
440
+ | 0.2897 | 24.3125 | 778 | 0.5721 | 0.6043 | 0.5721 | 0.7564 |
441
+ | 0.2897 | 24.375 | 780 | 0.5866 | 0.5835 | 0.5866 | 0.7659 |
442
+ | 0.2897 | 24.4375 | 782 | 0.5802 | 0.5153 | 0.5802 | 0.7617 |
443
+ | 0.2897 | 24.5 | 784 | 0.5650 | 0.5302 | 0.5650 | 0.7516 |
444
+ | 0.2897 | 24.5625 | 786 | 0.5506 | 0.5703 | 0.5506 | 0.7420 |
445
+ | 0.2897 | 24.625 | 788 | 0.5422 | 0.5703 | 0.5422 | 0.7363 |
446
+ | 0.2897 | 24.6875 | 790 | 0.5268 | 0.5703 | 0.5268 | 0.7258 |
447
 
448
 
449
  ### Framework versions
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