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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task7_organization

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  1. README.md +297 -403
  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_run3_AugV5_k8_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.2186
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- - Qwk: 0.2109
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- - Mse: 1.2186
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- - Rmse: 1.1039
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  ## Model description
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@@ -49,403 +49,297 @@ 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 | 0.0513 | 2 | 2.5459 | -0.0262 | 2.5459 | 1.5956 |
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- | No log | 0.1026 | 4 | 1.3064 | 0.0982 | 1.3064 | 1.1430 |
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- | No log | 0.1538 | 6 | 1.2993 | -0.2709 | 1.2993 | 1.1399 |
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- | No log | 0.2051 | 8 | 1.3004 | -0.2508 | 1.3004 | 1.1403 |
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- | No log | 0.2564 | 10 | 1.2527 | -0.0632 | 1.2527 | 1.1193 |
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- | No log | 0.3077 | 12 | 1.3501 | -0.1303 | 1.3501 | 1.1619 |
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- | No log | 0.3590 | 14 | 1.3552 | -0.0944 | 1.3552 | 1.1641 |
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- | No log | 0.4103 | 16 | 1.3262 | -0.1045 | 1.3262 | 1.1516 |
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- | No log | 0.4615 | 18 | 1.2628 | -0.0721 | 1.2628 | 1.1238 |
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- | No log | 0.5128 | 20 | 1.1930 | -0.0154 | 1.1930 | 1.0923 |
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- | No log | 0.5641 | 22 | 1.0666 | 0.0473 | 1.0666 | 1.0328 |
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- | No log | 0.6154 | 24 | 1.1554 | -0.0395 | 1.1554 | 1.0749 |
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- | No log | 0.6667 | 26 | 1.1565 | 0.0355 | 1.1565 | 1.0754 |
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- | No log | 0.7179 | 28 | 0.9005 | 0.0509 | 0.9005 | 0.9489 |
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- | No log | 0.7692 | 30 | 0.8435 | 0.1407 | 0.8435 | 0.9184 |
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- | No log | 0.8205 | 32 | 0.9619 | 0.2142 | 0.9619 | 0.9808 |
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- | No log | 0.8718 | 34 | 1.0679 | 0.2119 | 1.0679 | 1.0334 |
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- | No log | 0.9231 | 36 | 0.9860 | 0.2142 | 0.9860 | 0.9930 |
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- | No log | 0.9744 | 38 | 0.8473 | 0.1972 | 0.8473 | 0.9205 |
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- | No log | 1.0256 | 40 | 0.8001 | 0.1094 | 0.8001 | 0.8945 |
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- | No log | 1.0769 | 42 | 0.7905 | 0.1187 | 0.7905 | 0.8891 |
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- | No log | 1.1282 | 44 | 0.8017 | 0.1407 | 0.8017 | 0.8954 |
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- | No log | 1.1795 | 46 | 0.7948 | 0.2121 | 0.7948 | 0.8915 |
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- | No log | 1.2308 | 48 | 0.8302 | 0.1782 | 0.8302 | 0.9111 |
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- | No log | 1.2821 | 50 | 0.8521 | 0.0980 | 0.8521 | 0.9231 |
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- | No log | 1.3333 | 52 | 0.8460 | 0.1684 | 0.8460 | 0.9198 |
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- | No log | 1.3846 | 54 | 0.9166 | 0.2192 | 0.9166 | 0.9574 |
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- | No log | 1.4359 | 56 | 1.0678 | 0.3080 | 1.0678 | 1.0333 |
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- | No log | 1.4872 | 58 | 1.1338 | 0.2592 | 1.1338 | 1.0648 |
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- | No log | 1.5385 | 60 | 1.0807 | 0.2412 | 1.0807 | 1.0396 |
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- | No log | 1.5897 | 62 | 0.9424 | 0.1610 | 0.9424 | 0.9708 |
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- | No log | 1.6410 | 64 | 0.9236 | 0.2495 | 0.9236 | 0.9610 |
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- | No log | 1.6923 | 66 | 1.1893 | 0.2041 | 1.1893 | 1.0905 |
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- | No log | 1.7436 | 68 | 1.2171 | 0.2101 | 1.2171 | 1.1032 |
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- | No log | 1.7949 | 70 | 0.9993 | 0.2492 | 0.9993 | 0.9996 |
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- | No log | 1.8462 | 72 | 0.8244 | 0.2121 | 0.8244 | 0.9080 |
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- | No log | 1.8974 | 74 | 0.8379 | -0.0025 | 0.8379 | 0.9154 |
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- | No log | 1.9487 | 76 | 0.8512 | 0.1341 | 0.8512 | 0.9226 |
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- | No log | 2.0 | 78 | 0.8929 | 0.1820 | 0.8929 | 0.9449 |
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- | No log | 2.0513 | 80 | 0.9088 | 0.2109 | 0.9088 | 0.9533 |
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- | No log | 2.1026 | 82 | 0.8984 | 0.1298 | 0.8984 | 0.9479 |
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- | No log | 2.1538 | 84 | 0.8874 | 0.1051 | 0.8874 | 0.9420 |
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- | No log | 2.2051 | 86 | 0.9078 | 0.1090 | 0.9078 | 0.9528 |
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- | No log | 2.2564 | 88 | 0.9104 | 0.1661 | 0.9104 | 0.9542 |
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- | No log | 2.3077 | 90 | 0.9317 | 0.2192 | 0.9317 | 0.9653 |
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- | No log | 2.3590 | 92 | 0.9746 | 0.2643 | 0.9746 | 0.9872 |
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- | No log | 2.4103 | 94 | 1.0111 | 0.2280 | 1.0111 | 1.0055 |
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- | No log | 2.4615 | 96 | 1.0438 | 0.2451 | 1.0438 | 1.0217 |
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- | No log | 2.5128 | 98 | 0.9714 | 0.2877 | 0.9714 | 0.9856 |
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- | No log | 2.5641 | 100 | 0.9845 | 0.2695 | 0.9845 | 0.9922 |
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- | No log | 2.6154 | 102 | 1.1871 | 0.1777 | 1.1871 | 1.0895 |
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- | No log | 2.6667 | 104 | 1.2925 | 0.1685 | 1.2925 | 1.1369 |
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- | No log | 2.7179 | 106 | 1.1669 | 0.1510 | 1.1669 | 1.0802 |
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- | No log | 2.7692 | 108 | 1.0622 | 0.2303 | 1.0622 | 1.0306 |
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- | No log | 2.8205 | 110 | 1.0446 | 0.2488 | 1.0446 | 1.0220 |
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- | No log | 2.8718 | 112 | 1.0005 | 0.2010 | 1.0005 | 1.0002 |
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- | No log | 2.9231 | 114 | 1.0073 | 0.2409 | 1.0073 | 1.0036 |
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- | No log | 2.9744 | 116 | 1.0011 | 0.2514 | 1.0011 | 1.0005 |
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- | No log | 3.0256 | 118 | 1.0266 | 0.2771 | 1.0266 | 1.0132 |
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- | No log | 3.0769 | 120 | 1.0068 | 0.2680 | 1.0068 | 1.0034 |
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- | No log | 3.1282 | 122 | 1.0195 | 0.2680 | 1.0195 | 1.0097 |
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- | No log | 3.1795 | 124 | 0.9861 | 0.2581 | 0.9861 | 0.9930 |
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- | No log | 3.2308 | 126 | 0.9698 | 0.1913 | 0.9698 | 0.9848 |
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- | No log | 3.2821 | 128 | 1.0133 | 0.2590 | 1.0133 | 1.0066 |
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- | No log | 3.3333 | 130 | 1.0807 | 0.2651 | 1.0807 | 1.0396 |
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- | No log | 3.3846 | 132 | 1.0537 | 0.2752 | 1.0537 | 1.0265 |
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- | No log | 3.4359 | 134 | 0.9419 | 0.1630 | 0.9419 | 0.9705 |
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- | No log | 3.4872 | 136 | 0.9607 | 0.2568 | 0.9607 | 0.9801 |
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- | No log | 3.5385 | 138 | 0.9754 | 0.2465 | 0.9754 | 0.9876 |
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- | No log | 3.5897 | 140 | 0.9583 | 0.2104 | 0.9583 | 0.9789 |
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- | No log | 3.6410 | 142 | 1.0801 | 0.2354 | 1.0801 | 1.0393 |
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- | No log | 3.6923 | 144 | 1.0992 | 0.2225 | 1.0992 | 1.0484 |
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- | No log | 3.7436 | 146 | 1.0104 | 0.2298 | 1.0104 | 1.0052 |
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- | No log | 3.7949 | 148 | 0.9687 | 0.1972 | 0.9687 | 0.9842 |
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- | No log | 3.8462 | 150 | 1.1195 | 0.2440 | 1.1195 | 1.0581 |
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- | No log | 3.8974 | 152 | 1.1355 | 0.2143 | 1.1355 | 1.0656 |
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- | No log | 3.9487 | 154 | 1.0140 | 0.2787 | 1.0140 | 1.0070 |
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- | No log | 4.0 | 156 | 0.8932 | 0.1904 | 0.8932 | 0.9451 |
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- | No log | 4.0513 | 158 | 0.9605 | 0.1661 | 0.9605 | 0.9801 |
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- | No log | 4.1026 | 160 | 1.0461 | 0.2129 | 1.0461 | 1.0228 |
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- | No log | 4.1538 | 162 | 0.9980 | 0.1493 | 0.9980 | 0.9990 |
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- | No log | 4.2051 | 164 | 0.8886 | 0.2116 | 0.8886 | 0.9427 |
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- | No log | 4.2564 | 166 | 0.8536 | 0.1699 | 0.8536 | 0.9239 |
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- | No log | 4.3077 | 168 | 0.8654 | 0.2148 | 0.8654 | 0.9303 |
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- | No log | 4.3590 | 170 | 0.8603 | 0.1736 | 0.8603 | 0.9275 |
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- | No log | 4.4103 | 172 | 0.8774 | 0.1607 | 0.8774 | 0.9367 |
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- | No log | 4.4615 | 174 | 0.9603 | 0.2676 | 0.9603 | 0.9799 |
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- | No log | 4.5128 | 176 | 0.9735 | 0.3067 | 0.9735 | 0.9866 |
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- | No log | 4.5641 | 178 | 0.9485 | 0.3151 | 0.9485 | 0.9739 |
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- | No log | 4.6154 | 180 | 0.8780 | 0.2547 | 0.8780 | 0.9370 |
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- | No log | 4.6667 | 182 | 0.8296 | 0.2045 | 0.8296 | 0.9108 |
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- | No log | 4.7179 | 184 | 0.8112 | 0.1753 | 0.8112 | 0.9007 |
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- | No log | 4.7692 | 186 | 0.8067 | 0.2661 | 0.8067 | 0.8982 |
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- | No log | 4.8205 | 188 | 0.8532 | 0.3368 | 0.8532 | 0.9237 |
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- | No log | 4.8718 | 190 | 0.9103 | 0.3563 | 0.9103 | 0.9541 |
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- | No log | 4.9231 | 192 | 0.9941 | 0.3226 | 0.9941 | 0.9970 |
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- | No log | 4.9744 | 194 | 0.9468 | 0.3766 | 0.9468 | 0.9730 |
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- | No log | 5.0256 | 196 | 0.9904 | 0.2916 | 0.9904 | 0.9952 |
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- | No log | 5.0769 | 198 | 1.0961 | 0.2255 | 1.0961 | 1.0470 |
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- | No log | 5.1282 | 200 | 1.0817 | 0.2354 | 1.0817 | 1.0400 |
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- | No log | 5.1795 | 202 | 1.0454 | 0.2411 | 1.0454 | 1.0224 |
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- | No log | 5.2308 | 204 | 0.8777 | 0.1962 | 0.8777 | 0.9369 |
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- | No log | 5.2821 | 206 | 0.8282 | 0.2980 | 0.8282 | 0.9100 |
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- | No log | 5.3333 | 208 | 0.8199 | 0.2966 | 0.8199 | 0.9055 |
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- | No log | 5.3846 | 210 | 0.8503 | 0.3102 | 0.8503 | 0.9221 |
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- | No log | 5.4359 | 212 | 0.8477 | 0.2904 | 0.8477 | 0.9207 |
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- | No log | 5.4872 | 214 | 0.8747 | 0.2721 | 0.8747 | 0.9352 |
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- | No log | 5.5385 | 216 | 1.0396 | 0.3627 | 1.0396 | 1.0196 |
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- | No log | 5.5897 | 218 | 1.2730 | 0.2713 | 1.2730 | 1.1283 |
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- | No log | 5.6410 | 220 | 1.2589 | 0.2713 | 1.2589 | 1.1220 |
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- | No log | 5.6923 | 222 | 1.0695 | 0.3296 | 1.0695 | 1.0342 |
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- | No log | 5.7436 | 224 | 1.0110 | 0.3322 | 1.0110 | 1.0055 |
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- | No log | 5.7949 | 226 | 0.9895 | 0.3322 | 0.9895 | 0.9948 |
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- | No log | 5.8462 | 228 | 1.0168 | 0.3629 | 1.0168 | 1.0084 |
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- | No log | 5.8974 | 230 | 1.0165 | 0.3294 | 1.0165 | 1.0082 |
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- | No log | 5.9487 | 232 | 0.9972 | 0.3294 | 0.9972 | 0.9986 |
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- | No log | 6.0 | 234 | 0.9428 | 0.3394 | 0.9428 | 0.9710 |
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- | No log | 6.0513 | 236 | 0.8849 | 0.3207 | 0.8849 | 0.9407 |
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- | No log | 6.1026 | 238 | 0.8615 | 0.2447 | 0.8615 | 0.9282 |
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- | No log | 6.1538 | 240 | 0.8498 | 0.1318 | 0.8498 | 0.9219 |
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- | No log | 6.2051 | 242 | 0.8527 | 0.2153 | 0.8527 | 0.9234 |
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- | No log | 6.2564 | 244 | 0.8814 | 0.2975 | 0.8814 | 0.9388 |
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- | No log | 6.3077 | 246 | 0.9853 | 0.3623 | 0.9853 | 0.9926 |
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- | No log | 6.3590 | 248 | 1.1055 | 0.2779 | 1.1055 | 1.0514 |
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- | No log | 6.4103 | 250 | 1.0356 | 0.3105 | 1.0356 | 1.0176 |
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- | No log | 6.4615 | 252 | 0.9125 | 0.3256 | 0.9125 | 0.9552 |
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- | No log | 6.5128 | 254 | 0.8382 | 0.2192 | 0.8382 | 0.9155 |
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- | No log | 6.5641 | 256 | 0.8560 | 0.2192 | 0.8560 | 0.9252 |
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- | No log | 6.6154 | 258 | 0.8969 | 0.3176 | 0.8969 | 0.9471 |
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- | No log | 6.6667 | 260 | 0.9611 | 0.3700 | 0.9611 | 0.9804 |
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- | No log | 6.7179 | 262 | 1.0480 | 0.2297 | 1.0480 | 1.0237 |
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- | No log | 6.7692 | 264 | 1.2007 | 0.2084 | 1.2007 | 1.0957 |
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- | No log | 6.8205 | 266 | 1.2351 | 0.1458 | 1.2351 | 1.1114 |
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- | No log | 6.8718 | 268 | 1.1391 | 0.2392 | 1.1391 | 1.0673 |
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- | No log | 6.9231 | 270 | 1.0052 | 0.2602 | 1.0052 | 1.0026 |
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- | No log | 6.9744 | 272 | 0.8636 | 0.3173 | 0.8636 | 0.9293 |
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- | No log | 7.0256 | 274 | 0.8804 | 0.3959 | 0.8804 | 0.9383 |
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- | No log | 7.0769 | 276 | 0.8938 | 0.3002 | 0.8938 | 0.9454 |
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- | No log | 7.1282 | 278 | 0.9166 | 0.3003 | 0.9166 | 0.9574 |
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- | No log | 7.1795 | 280 | 0.9311 | 0.3321 | 0.9311 | 0.9649 |
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- | No log | 7.2308 | 282 | 0.9032 | 0.3355 | 0.9032 | 0.9503 |
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- | No log | 7.2821 | 284 | 0.9908 | 0.3689 | 0.9908 | 0.9954 |
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- | No log | 7.3333 | 286 | 1.0308 | 0.3689 | 1.0308 | 1.0153 |
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- | No log | 7.3846 | 288 | 0.9911 | 0.3486 | 0.9911 | 0.9955 |
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- | No log | 7.4359 | 290 | 0.9969 | 0.3279 | 0.9969 | 0.9985 |
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- | No log | 7.4872 | 292 | 0.9778 | 0.3506 | 0.9778 | 0.9888 |
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- | No log | 7.5385 | 294 | 1.0114 | 0.3365 | 1.0114 | 1.0057 |
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- | No log | 7.5897 | 296 | 0.9762 | 0.3355 | 0.9762 | 0.9880 |
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- | No log | 7.6410 | 298 | 0.8963 | 0.3365 | 0.8963 | 0.9467 |
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- | No log | 7.6923 | 300 | 0.8677 | 0.3365 | 0.8677 | 0.9315 |
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- | No log | 7.7436 | 302 | 0.8735 | 0.2917 | 0.8735 | 0.9346 |
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- | No log | 7.7949 | 304 | 0.8649 | 0.3450 | 0.8649 | 0.9300 |
204
- | No log | 7.8462 | 306 | 0.8605 | 0.2697 | 0.8605 | 0.9276 |
205
- | No log | 7.8974 | 308 | 0.8352 | 0.3843 | 0.8352 | 0.9139 |
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- | No log | 7.9487 | 310 | 0.8291 | 0.2414 | 0.8291 | 0.9106 |
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- | No log | 8.0 | 312 | 0.8671 | 0.3699 | 0.8671 | 0.9312 |
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- | No log | 8.0513 | 314 | 0.9919 | 0.2174 | 0.9919 | 0.9960 |
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- | No log | 8.1026 | 316 | 1.2070 | 0.1852 | 1.2070 | 1.0986 |
210
- | No log | 8.1538 | 318 | 1.2304 | 0.2234 | 1.2304 | 1.1092 |
211
- | No log | 8.2051 | 320 | 1.1248 | 0.2547 | 1.1248 | 1.0606 |
212
- | No log | 8.2564 | 322 | 0.9738 | 0.2949 | 0.9738 | 0.9868 |
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- | No log | 8.3077 | 324 | 0.9574 | 0.2949 | 0.9574 | 0.9785 |
214
- | No log | 8.3590 | 326 | 0.9541 | 0.3319 | 0.9541 | 0.9768 |
215
- | No log | 8.4103 | 328 | 1.0399 | 0.2651 | 1.0399 | 1.0198 |
216
- | No log | 8.4615 | 330 | 1.0367 | 0.2988 | 1.0367 | 1.0182 |
217
- | No log | 8.5128 | 332 | 0.9256 | 0.2513 | 0.9256 | 0.9621 |
218
- | No log | 8.5641 | 334 | 0.8944 | 0.2779 | 0.8944 | 0.9457 |
219
- | No log | 8.6154 | 336 | 0.9155 | 0.2779 | 0.9155 | 0.9568 |
220
- | No log | 8.6667 | 338 | 0.9495 | 0.2779 | 0.9495 | 0.9744 |
221
- | No log | 8.7179 | 340 | 0.9595 | 0.2784 | 0.9595 | 0.9795 |
222
- | No log | 8.7692 | 342 | 0.9693 | 0.2784 | 0.9693 | 0.9845 |
223
- | No log | 8.8205 | 344 | 0.9317 | 0.2784 | 0.9317 | 0.9652 |
224
- | No log | 8.8718 | 346 | 0.9903 | 0.2239 | 0.9903 | 0.9952 |
225
- | No log | 8.9231 | 348 | 1.1767 | 0.1550 | 1.1767 | 1.0848 |
226
- | No log | 8.9744 | 350 | 1.2431 | 0.2442 | 1.2431 | 1.1149 |
227
- | No log | 9.0256 | 352 | 1.1975 | 0.2286 | 1.1975 | 1.0943 |
228
- | No log | 9.0769 | 354 | 1.0180 | 0.2861 | 1.0180 | 1.0090 |
229
- | No log | 9.1282 | 356 | 0.9052 | 0.2696 | 0.9052 | 0.9514 |
230
- | No log | 9.1795 | 358 | 0.9018 | 0.2370 | 0.9018 | 0.9496 |
231
- | No log | 9.2308 | 360 | 0.9828 | 0.3125 | 0.9828 | 0.9914 |
232
- | No log | 9.2821 | 362 | 1.1610 | 0.2732 | 1.1610 | 1.0775 |
233
- | No log | 9.3333 | 364 | 1.2241 | 0.2733 | 1.2241 | 1.1064 |
234
- | No log | 9.3846 | 366 | 1.0894 | 0.2872 | 1.0894 | 1.0437 |
235
- | No log | 9.4359 | 368 | 0.8897 | 0.3319 | 0.8897 | 0.9432 |
236
- | No log | 9.4872 | 370 | 0.7848 | 0.2149 | 0.7848 | 0.8859 |
237
- | No log | 9.5385 | 372 | 0.7747 | 0.2237 | 0.7747 | 0.8802 |
238
- | No log | 9.5897 | 374 | 0.7921 | 0.2359 | 0.7921 | 0.8900 |
239
- | No log | 9.6410 | 376 | 0.9137 | 0.2513 | 0.9137 | 0.9559 |
240
- | No log | 9.6923 | 378 | 1.1702 | 0.3121 | 1.1702 | 1.0817 |
241
- | No log | 9.7436 | 380 | 1.3912 | 0.2575 | 1.3912 | 1.1795 |
242
- | No log | 9.7949 | 382 | 1.3630 | 0.2575 | 1.3630 | 1.1675 |
243
- | No log | 9.8462 | 384 | 1.1976 | 0.2877 | 1.1976 | 1.0943 |
244
- | No log | 9.8974 | 386 | 0.9687 | 0.2416 | 0.9687 | 0.9842 |
245
- | No log | 9.9487 | 388 | 0.8057 | 0.3069 | 0.8057 | 0.8976 |
246
- | No log | 10.0 | 390 | 0.7711 | 0.3116 | 0.7711 | 0.8781 |
247
- | No log | 10.0513 | 392 | 0.7693 | 0.2717 | 0.7693 | 0.8771 |
248
- | No log | 10.1026 | 394 | 0.7954 | 0.3723 | 0.7954 | 0.8919 |
249
- | No log | 10.1538 | 396 | 0.8951 | 0.3100 | 0.8951 | 0.9461 |
250
- | No log | 10.2051 | 398 | 1.0018 | 0.2602 | 1.0018 | 1.0009 |
251
- | No log | 10.2564 | 400 | 1.0280 | 0.2602 | 1.0280 | 1.0139 |
252
- | No log | 10.3077 | 402 | 0.9503 | 0.2651 | 0.9503 | 0.9748 |
253
- | No log | 10.3590 | 404 | 0.8657 | 0.2861 | 0.8657 | 0.9304 |
254
- | No log | 10.4103 | 406 | 0.8427 | 0.2861 | 0.8427 | 0.9180 |
255
- | No log | 10.4615 | 408 | 0.8313 | 0.2616 | 0.8313 | 0.9118 |
256
- | No log | 10.5128 | 410 | 0.8212 | 0.3069 | 0.8212 | 0.9062 |
257
- | No log | 10.5641 | 412 | 0.8759 | 0.3100 | 0.8759 | 0.9359 |
258
- | No log | 10.6154 | 414 | 0.9435 | 0.2754 | 0.9435 | 0.9713 |
259
- | No log | 10.6667 | 416 | 0.9127 | 0.2513 | 0.9127 | 0.9554 |
260
- | No log | 10.7179 | 418 | 0.8935 | 0.2616 | 0.8935 | 0.9452 |
261
- | No log | 10.7692 | 420 | 0.8742 | 0.2364 | 0.8742 | 0.9350 |
262
- | No log | 10.8205 | 422 | 0.8435 | 0.2275 | 0.8435 | 0.9184 |
263
- | No log | 10.8718 | 424 | 0.8548 | 0.2871 | 0.8548 | 0.9246 |
264
- | No log | 10.9231 | 426 | 0.8484 | 0.2871 | 0.8484 | 0.9211 |
265
- | No log | 10.9744 | 428 | 0.8673 | 0.2670 | 0.8673 | 0.9313 |
266
- | No log | 11.0256 | 430 | 0.9029 | 0.2267 | 0.9029 | 0.9502 |
267
- | No log | 11.0769 | 432 | 0.9017 | 0.2267 | 0.9017 | 0.9496 |
268
- | No log | 11.1282 | 434 | 0.9037 | 0.2267 | 0.9037 | 0.9506 |
269
- | No log | 11.1795 | 436 | 0.9151 | 0.2267 | 0.9151 | 0.9566 |
270
- | No log | 11.2308 | 438 | 0.8986 | 0.2616 | 0.8986 | 0.9479 |
271
- | No log | 11.2821 | 440 | 0.8870 | 0.2616 | 0.8870 | 0.9418 |
272
- | No log | 11.3333 | 442 | 0.8125 | 0.2778 | 0.8125 | 0.9014 |
273
- | No log | 11.3846 | 444 | 0.7740 | 0.2561 | 0.7740 | 0.8798 |
274
- | No log | 11.4359 | 446 | 0.7935 | 0.2633 | 0.7935 | 0.8908 |
275
- | No log | 11.4872 | 448 | 0.8775 | 0.3567 | 0.8775 | 0.9368 |
276
- | No log | 11.5385 | 450 | 1.0126 | 0.3456 | 1.0126 | 1.0063 |
277
- | No log | 11.5897 | 452 | 1.0188 | 0.3645 | 1.0188 | 1.0093 |
278
- | No log | 11.6410 | 454 | 0.9540 | 0.3144 | 0.9540 | 0.9767 |
279
- | No log | 11.6923 | 456 | 0.8819 | 0.2861 | 0.8819 | 0.9391 |
280
- | No log | 11.7436 | 458 | 0.8088 | 0.2899 | 0.8088 | 0.8994 |
281
- | No log | 11.7949 | 460 | 0.7933 | 0.3023 | 0.7933 | 0.8907 |
282
- | No log | 11.8462 | 462 | 0.8076 | 0.2633 | 0.8076 | 0.8987 |
283
- | No log | 11.8974 | 464 | 0.8468 | 0.2975 | 0.8468 | 0.9202 |
284
- | No log | 11.9487 | 466 | 0.8551 | 0.2975 | 0.8551 | 0.9247 |
285
- | No log | 12.0 | 468 | 0.8088 | 0.3195 | 0.8088 | 0.8993 |
286
- | No log | 12.0513 | 470 | 0.7626 | 0.2913 | 0.7626 | 0.8733 |
287
- | No log | 12.1026 | 472 | 0.7680 | 0.3238 | 0.7680 | 0.8763 |
288
- | No log | 12.1538 | 474 | 0.8150 | 0.3302 | 0.8150 | 0.9028 |
289
- | No log | 12.2051 | 476 | 0.9057 | 0.2754 | 0.9057 | 0.9517 |
290
- | No log | 12.2564 | 478 | 0.9726 | 0.2369 | 0.9726 | 0.9862 |
291
- | No log | 12.3077 | 480 | 0.9538 | 0.2369 | 0.9538 | 0.9766 |
292
- | No log | 12.3590 | 482 | 0.8738 | 0.2807 | 0.8738 | 0.9348 |
293
- | No log | 12.4103 | 484 | 0.8219 | 0.3519 | 0.8219 | 0.9066 |
294
- | No log | 12.4615 | 486 | 0.7900 | 0.3688 | 0.7900 | 0.8888 |
295
- | No log | 12.5128 | 488 | 0.7934 | 0.2813 | 0.7934 | 0.8907 |
296
- | No log | 12.5641 | 490 | 0.8231 | 0.2808 | 0.8231 | 0.9073 |
297
- | No log | 12.6154 | 492 | 0.8769 | 0.2943 | 0.8769 | 0.9365 |
298
- | No log | 12.6667 | 494 | 0.9349 | 0.2464 | 0.9349 | 0.9669 |
299
- | No log | 12.7179 | 496 | 0.9204 | 0.2464 | 0.9204 | 0.9594 |
300
- | No log | 12.7692 | 498 | 0.9199 | 0.2129 | 0.9199 | 0.9591 |
301
- | 0.3498 | 12.8205 | 500 | 0.8532 | 0.2616 | 0.8532 | 0.9237 |
302
- | 0.3498 | 12.8718 | 502 | 0.7769 | 0.2285 | 0.7769 | 0.8814 |
303
- | 0.3498 | 12.9231 | 504 | 0.7695 | 0.2379 | 0.7695 | 0.8772 |
304
- | 0.3498 | 12.9744 | 506 | 0.7796 | 0.2109 | 0.7796 | 0.8829 |
305
- | 0.3498 | 13.0256 | 508 | 0.8027 | 0.2389 | 0.8027 | 0.8959 |
306
- | 0.3498 | 13.0769 | 510 | 0.8488 | 0.3368 | 0.8488 | 0.9213 |
307
- | 0.3498 | 13.1282 | 512 | 0.8603 | 0.3243 | 0.8603 | 0.9275 |
308
- | 0.3498 | 13.1795 | 514 | 0.8366 | 0.3433 | 0.8366 | 0.9146 |
309
- | 0.3498 | 13.2308 | 516 | 0.8159 | 0.2335 | 0.8159 | 0.9033 |
310
- | 0.3498 | 13.2821 | 518 | 0.8165 | 0.2335 | 0.8165 | 0.9036 |
311
- | 0.3498 | 13.3333 | 520 | 0.8393 | 0.3433 | 0.8393 | 0.9161 |
312
- | 0.3498 | 13.3846 | 522 | 0.8729 | 0.2917 | 0.8729 | 0.9343 |
313
- | 0.3498 | 13.4359 | 524 | 0.9006 | 0.2564 | 0.9006 | 0.9490 |
314
- | 0.3498 | 13.4872 | 526 | 0.9115 | 0.2564 | 0.9115 | 0.9547 |
315
- | 0.3498 | 13.5385 | 528 | 0.8990 | 0.3183 | 0.8990 | 0.9482 |
316
- | 0.3498 | 13.5897 | 530 | 0.8764 | 0.3305 | 0.8764 | 0.9362 |
317
- | 0.3498 | 13.6410 | 532 | 0.8662 | 0.3305 | 0.8662 | 0.9307 |
318
- | 0.3498 | 13.6923 | 534 | 0.8413 | 0.3677 | 0.8413 | 0.9172 |
319
- | 0.3498 | 13.7436 | 536 | 0.8142 | 0.3433 | 0.8142 | 0.9023 |
320
- | 0.3498 | 13.7949 | 538 | 0.8210 | 0.3677 | 0.8210 | 0.9061 |
321
- | 0.3498 | 13.8462 | 540 | 0.8740 | 0.3183 | 0.8740 | 0.9349 |
322
- | 0.3498 | 13.8974 | 542 | 0.9768 | 0.2651 | 0.9768 | 0.9884 |
323
- | 0.3498 | 13.9487 | 544 | 0.9941 | 0.2389 | 0.9941 | 0.9970 |
324
- | 0.3498 | 14.0 | 546 | 0.9258 | 0.2487 | 0.9258 | 0.9622 |
325
- | 0.3498 | 14.0513 | 548 | 0.8584 | 0.2975 | 0.8584 | 0.9265 |
326
- | 0.3498 | 14.1026 | 550 | 0.7889 | 0.3146 | 0.7889 | 0.8882 |
327
- | 0.3498 | 14.1538 | 552 | 0.8032 | 0.1243 | 0.8032 | 0.8962 |
328
- | 0.3498 | 14.2051 | 554 | 0.8140 | 0.1091 | 0.8140 | 0.9022 |
329
- | 0.3498 | 14.2564 | 556 | 0.7981 | 0.1839 | 0.7981 | 0.8934 |
330
- | 0.3498 | 14.3077 | 558 | 0.8066 | 0.2389 | 0.8066 | 0.8981 |
331
- | 0.3498 | 14.3590 | 560 | 0.8650 | 0.3677 | 0.8650 | 0.9301 |
332
- | 0.3498 | 14.4103 | 562 | 0.9165 | 0.2670 | 0.9165 | 0.9574 |
333
- | 0.3498 | 14.4615 | 564 | 0.9330 | 0.2917 | 0.9330 | 0.9659 |
334
- | 0.3498 | 14.5128 | 566 | 0.9298 | 0.2917 | 0.9298 | 0.9642 |
335
- | 0.3498 | 14.5641 | 568 | 0.8541 | 0.2781 | 0.8541 | 0.9242 |
336
- | 0.3498 | 14.6154 | 570 | 0.8059 | 0.2784 | 0.8059 | 0.8977 |
337
- | 0.3498 | 14.6667 | 572 | 0.7844 | 0.2027 | 0.7844 | 0.8857 |
338
- | 0.3498 | 14.7179 | 574 | 0.7954 | 0.1740 | 0.7954 | 0.8919 |
339
- | 0.3498 | 14.7692 | 576 | 0.8460 | 0.2917 | 0.8460 | 0.9198 |
340
- | 0.3498 | 14.8205 | 578 | 0.9162 | 0.2917 | 0.9162 | 0.9572 |
341
- | 0.3498 | 14.8718 | 580 | 1.0013 | 0.2416 | 1.0013 | 1.0006 |
342
- | 0.3498 | 14.9231 | 582 | 1.0822 | 0.2602 | 1.0822 | 1.0403 |
343
- | 0.3498 | 14.9744 | 584 | 1.0664 | 0.2602 | 1.0664 | 1.0327 |
344
- | 0.3498 | 15.0256 | 586 | 1.0454 | 0.2602 | 1.0454 | 1.0224 |
345
- | 0.3498 | 15.0769 | 588 | 0.9814 | 0.2651 | 0.9814 | 0.9907 |
346
- | 0.3498 | 15.1282 | 590 | 0.8628 | 0.2917 | 0.8628 | 0.9289 |
347
- | 0.3498 | 15.1795 | 592 | 0.7838 | 0.3471 | 0.7838 | 0.8853 |
348
- | 0.3498 | 15.2308 | 594 | 0.7695 | 0.3498 | 0.7695 | 0.8772 |
349
- | 0.3498 | 15.2821 | 596 | 0.7967 | 0.3372 | 0.7967 | 0.8926 |
350
- | 0.3498 | 15.3333 | 598 | 0.8475 | 0.2564 | 0.8475 | 0.9206 |
351
- | 0.3498 | 15.3846 | 600 | 0.8578 | 0.2917 | 0.8578 | 0.9262 |
352
- | 0.3498 | 15.4359 | 602 | 0.9028 | 0.2564 | 0.9028 | 0.9501 |
353
- | 0.3498 | 15.4872 | 604 | 0.9374 | 0.3100 | 0.9374 | 0.9682 |
354
- | 0.3498 | 15.5385 | 606 | 0.9338 | 0.2861 | 0.9338 | 0.9663 |
355
- | 0.3498 | 15.5897 | 608 | 0.8813 | 0.3280 | 0.8813 | 0.9388 |
356
- | 0.3498 | 15.6410 | 610 | 0.8682 | 0.3280 | 0.8682 | 0.9318 |
357
- | 0.3498 | 15.6923 | 612 | 0.8467 | 0.2467 | 0.8467 | 0.9202 |
358
- | 0.3498 | 15.7436 | 614 | 0.8509 | 0.2724 | 0.8509 | 0.9225 |
359
- | 0.3498 | 15.7949 | 616 | 0.8936 | 0.3280 | 0.8936 | 0.9453 |
360
- | 0.3498 | 15.8462 | 618 | 0.9540 | 0.3280 | 0.9540 | 0.9767 |
361
- | 0.3498 | 15.8974 | 620 | 0.9822 | 0.3159 | 0.9822 | 0.9911 |
362
- | 0.3498 | 15.9487 | 622 | 0.9225 | 0.3280 | 0.9225 | 0.9605 |
363
- | 0.3498 | 16.0 | 624 | 0.8737 | 0.2467 | 0.8737 | 0.9347 |
364
- | 0.3498 | 16.0513 | 626 | 0.8815 | 0.3280 | 0.8815 | 0.9389 |
365
- | 0.3498 | 16.1026 | 628 | 0.9149 | 0.3280 | 0.9149 | 0.9565 |
366
- | 0.3498 | 16.1538 | 630 | 0.9293 | 0.3280 | 0.9293 | 0.9640 |
367
- | 0.3498 | 16.2051 | 632 | 0.9101 | 0.3280 | 0.9101 | 0.9540 |
368
- | 0.3498 | 16.2564 | 634 | 0.8817 | 0.3034 | 0.8817 | 0.9390 |
369
- | 0.3498 | 16.3077 | 636 | 0.8477 | 0.1650 | 0.8477 | 0.9207 |
370
- | 0.3498 | 16.3590 | 638 | 0.8312 | 0.2027 | 0.8312 | 0.9117 |
371
- | 0.3498 | 16.4103 | 640 | 0.8271 | 0.2498 | 0.8271 | 0.9094 |
372
- | 0.3498 | 16.4615 | 642 | 0.8435 | 0.3399 | 0.8435 | 0.9184 |
373
- | 0.3498 | 16.5128 | 644 | 0.8651 | 0.2781 | 0.8651 | 0.9301 |
374
- | 0.3498 | 16.5641 | 646 | 0.8920 | 0.3034 | 0.8920 | 0.9445 |
375
- | 0.3498 | 16.6154 | 648 | 0.8954 | 0.3280 | 0.8954 | 0.9463 |
376
- | 0.3498 | 16.6667 | 650 | 0.8815 | 0.3770 | 0.8815 | 0.9389 |
377
- | 0.3498 | 16.7179 | 652 | 0.8444 | 0.3372 | 0.8444 | 0.9189 |
378
- | 0.3498 | 16.7692 | 654 | 0.8615 | 0.3372 | 0.8615 | 0.9281 |
379
- | 0.3498 | 16.8205 | 656 | 0.9035 | 0.3494 | 0.9035 | 0.9506 |
380
- | 0.3498 | 16.8718 | 658 | 0.9764 | 0.2323 | 0.9764 | 0.9882 |
381
- | 0.3498 | 16.9231 | 660 | 1.0048 | 0.2323 | 1.0048 | 1.0024 |
382
- | 0.3498 | 16.9744 | 662 | 0.9752 | 0.2369 | 0.9752 | 0.9875 |
383
- | 0.3498 | 17.0256 | 664 | 0.9442 | 0.2807 | 0.9442 | 0.9717 |
384
- | 0.3498 | 17.0769 | 666 | 0.9104 | 0.2670 | 0.9104 | 0.9541 |
385
- | 0.3498 | 17.1282 | 668 | 0.8932 | 0.2670 | 0.8932 | 0.9451 |
386
- | 0.3498 | 17.1795 | 670 | 0.9246 | 0.2670 | 0.9246 | 0.9616 |
387
- | 0.3498 | 17.2308 | 672 | 0.9243 | 0.2917 | 0.9243 | 0.9614 |
388
- | 0.3498 | 17.2821 | 674 | 0.8713 | 0.3280 | 0.8713 | 0.9334 |
389
- | 0.3498 | 17.3333 | 676 | 0.8079 | 0.3261 | 0.8079 | 0.8988 |
390
- | 0.3498 | 17.3846 | 678 | 0.7937 | 0.3261 | 0.7937 | 0.8909 |
391
- | 0.3498 | 17.4359 | 680 | 0.8341 | 0.3280 | 0.8341 | 0.9133 |
392
- | 0.3498 | 17.4872 | 682 | 0.8786 | 0.3280 | 0.8786 | 0.9373 |
393
- | 0.3498 | 17.5385 | 684 | 0.9499 | 0.3159 | 0.9499 | 0.9746 |
394
- | 0.3498 | 17.5897 | 686 | 0.9839 | 0.3100 | 0.9839 | 0.9919 |
395
- | 0.3498 | 17.6410 | 688 | 0.9520 | 0.3100 | 0.9520 | 0.9757 |
396
- | 0.3498 | 17.6923 | 690 | 0.8572 | 0.3280 | 0.8572 | 0.9258 |
397
- | 0.3498 | 17.7436 | 692 | 0.8186 | 0.3544 | 0.8186 | 0.9048 |
398
- | 0.3498 | 17.7949 | 694 | 0.8331 | 0.3544 | 0.8331 | 0.9128 |
399
- | 0.3498 | 17.8462 | 696 | 0.8826 | 0.3544 | 0.8826 | 0.9395 |
400
- | 0.3498 | 17.8974 | 698 | 0.8932 | 0.3544 | 0.8932 | 0.9451 |
401
- | 0.3498 | 17.9487 | 700 | 0.9270 | 0.3544 | 0.9270 | 0.9628 |
402
- | 0.3498 | 18.0 | 702 | 0.9370 | 0.3280 | 0.9370 | 0.9680 |
403
- | 0.3498 | 18.0513 | 704 | 0.9376 | 0.3034 | 0.9376 | 0.9683 |
404
- | 0.3498 | 18.1026 | 706 | 0.9190 | 0.3034 | 0.9190 | 0.9587 |
405
- | 0.3498 | 18.1538 | 708 | 0.9514 | 0.3034 | 0.9514 | 0.9754 |
406
- | 0.3498 | 18.2051 | 710 | 1.0519 | 0.2853 | 1.0519 | 1.0256 |
407
- | 0.3498 | 18.2564 | 712 | 1.1306 | 0.2134 | 1.1306 | 1.0633 |
408
- | 0.3498 | 18.3077 | 714 | 1.1009 | 0.2134 | 1.1009 | 1.0493 |
409
- | 0.3498 | 18.3590 | 716 | 0.9990 | 0.3274 | 0.9990 | 0.9995 |
410
- | 0.3498 | 18.4103 | 718 | 0.9165 | 0.3384 | 0.9165 | 0.9573 |
411
- | 0.3498 | 18.4615 | 720 | 0.9043 | 0.3770 | 0.9043 | 0.9509 |
412
- | 0.3498 | 18.5128 | 722 | 0.9195 | 0.2861 | 0.9195 | 0.9589 |
413
- | 0.3498 | 18.5641 | 724 | 0.9222 | 0.2861 | 0.9222 | 0.9603 |
414
- | 0.3498 | 18.6154 | 726 | 0.9518 | 0.3333 | 0.9518 | 0.9756 |
415
- | 0.3498 | 18.6667 | 728 | 1.0163 | 0.3217 | 1.0163 | 1.0081 |
416
- | 0.3498 | 18.7179 | 730 | 1.0486 | 0.2440 | 1.0486 | 1.0240 |
417
- | 0.3498 | 18.7692 | 732 | 1.0128 | 0.3217 | 1.0128 | 1.0064 |
418
- | 0.3498 | 18.8205 | 734 | 1.0289 | 0.3217 | 1.0289 | 1.0143 |
419
- | 0.3498 | 18.8718 | 736 | 1.1219 | 0.1922 | 1.1219 | 1.0592 |
420
- | 0.3498 | 18.9231 | 738 | 1.2069 | 0.1618 | 1.2069 | 1.0986 |
421
- | 0.3498 | 18.9744 | 740 | 1.1608 | 0.1922 | 1.1608 | 1.0774 |
422
- | 0.3498 | 19.0256 | 742 | 1.0499 | 0.2554 | 1.0499 | 1.0246 |
423
- | 0.3498 | 19.0769 | 744 | 0.9267 | 0.3159 | 0.9267 | 0.9627 |
424
- | 0.3498 | 19.1282 | 746 | 0.8693 | 0.3520 | 0.8693 | 0.9323 |
425
- | 0.3498 | 19.1795 | 748 | 0.8124 | 0.3544 | 0.8124 | 0.9013 |
426
- | 0.3498 | 19.2308 | 750 | 0.7994 | 0.3544 | 0.7994 | 0.8941 |
427
- | 0.3498 | 19.2821 | 752 | 0.8038 | 0.3544 | 0.8038 | 0.8966 |
428
- | 0.3498 | 19.3333 | 754 | 0.8034 | 0.3544 | 0.8034 | 0.8963 |
429
- | 0.3498 | 19.3846 | 756 | 0.8209 | 0.3544 | 0.8209 | 0.9060 |
430
- | 0.3498 | 19.4359 | 758 | 0.8218 | 0.3409 | 0.8218 | 0.9065 |
431
- | 0.3498 | 19.4872 | 760 | 0.8331 | 0.3409 | 0.8331 | 0.9128 |
432
- | 0.3498 | 19.5385 | 762 | 0.9094 | 0.3100 | 0.9094 | 0.9536 |
433
- | 0.3498 | 19.5897 | 764 | 1.0114 | 0.2602 | 1.0114 | 1.0057 |
434
- | 0.3498 | 19.6410 | 766 | 1.0694 | 0.2507 | 1.0694 | 1.0341 |
435
- | 0.3498 | 19.6923 | 768 | 1.0581 | 0.2507 | 1.0581 | 1.0287 |
436
- | 0.3498 | 19.7436 | 770 | 0.9542 | 0.3100 | 0.9542 | 0.9768 |
437
- | 0.3498 | 19.7949 | 772 | 0.8442 | 0.3034 | 0.8442 | 0.9188 |
438
- | 0.3498 | 19.8462 | 774 | 0.8023 | 0.3789 | 0.8023 | 0.8957 |
439
- | 0.3498 | 19.8974 | 776 | 0.8113 | 0.3034 | 0.8113 | 0.9007 |
440
- | 0.3498 | 19.9487 | 778 | 0.8479 | 0.3034 | 0.8479 | 0.9208 |
441
- | 0.3498 | 20.0 | 780 | 0.8675 | 0.2975 | 0.8675 | 0.9314 |
442
- | 0.3498 | 20.0513 | 782 | 0.9226 | 0.3219 | 0.9226 | 0.9605 |
443
- | 0.3498 | 20.1026 | 784 | 1.0064 | 0.3100 | 1.0064 | 1.0032 |
444
- | 0.3498 | 20.1538 | 786 | 1.0788 | 0.2554 | 1.0788 | 1.0386 |
445
- | 0.3498 | 20.2051 | 788 | 1.0921 | 0.2507 | 1.0921 | 1.0450 |
446
- | 0.3498 | 20.2564 | 790 | 1.1572 | 0.2416 | 1.1572 | 1.0757 |
447
- | 0.3498 | 20.3077 | 792 | 1.2077 | 0.2109 | 1.2077 | 1.0990 |
448
- | 0.3498 | 20.3590 | 794 | 1.2186 | 0.2109 | 1.2186 | 1.1039 |
449
 
450
 
451
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.4370
19
+ - Qwk: 0.5665
20
+ - Mse: 0.4370
21
+ - Rmse: 0.6610
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0541 | 2 | 2.6034 | -0.0262 | 2.6034 | 1.6135 |
53
+ | No log | 0.1081 | 4 | 1.5008 | 0.0547 | 1.5008 | 1.2251 |
54
+ | No log | 0.1622 | 6 | 0.8868 | -0.0228 | 0.8868 | 0.9417 |
55
+ | No log | 0.2162 | 8 | 0.7486 | 0.0444 | 0.7486 | 0.8652 |
56
+ | No log | 0.2703 | 10 | 0.6413 | 0.1981 | 0.6413 | 0.8008 |
57
+ | No log | 0.3243 | 12 | 0.6689 | 0.1901 | 0.6689 | 0.8178 |
58
+ | No log | 0.3784 | 14 | 0.7775 | 0.2358 | 0.7775 | 0.8818 |
59
+ | No log | 0.4324 | 16 | 0.6491 | 0.2096 | 0.6491 | 0.8057 |
60
+ | No log | 0.4865 | 18 | 0.7893 | 0.3509 | 0.7893 | 0.8884 |
61
+ | No log | 0.5405 | 20 | 0.9506 | 0.2559 | 0.9506 | 0.9750 |
62
+ | No log | 0.5946 | 22 | 0.9561 | 0.2263 | 0.9561 | 0.9778 |
63
+ | No log | 0.6486 | 24 | 0.7566 | 0.4015 | 0.7566 | 0.8698 |
64
+ | No log | 0.7027 | 26 | 0.5845 | 0.4631 | 0.5845 | 0.7645 |
65
+ | No log | 0.7568 | 28 | 0.6281 | 0.1918 | 0.6281 | 0.7925 |
66
+ | No log | 0.8108 | 30 | 0.6349 | 0.2345 | 0.6349 | 0.7968 |
67
+ | No log | 0.8649 | 32 | 0.5982 | 0.3084 | 0.5982 | 0.7735 |
68
+ | No log | 0.9189 | 34 | 0.6034 | 0.3165 | 0.6034 | 0.7768 |
69
+ | No log | 0.9730 | 36 | 0.6175 | 0.2787 | 0.6175 | 0.7858 |
70
+ | No log | 1.0270 | 38 | 0.7423 | 0.3231 | 0.7423 | 0.8616 |
71
+ | No log | 1.0811 | 40 | 0.8396 | 0.3051 | 0.8396 | 0.9163 |
72
+ | No log | 1.1351 | 42 | 0.7151 | 0.2967 | 0.7151 | 0.8457 |
73
+ | No log | 1.1892 | 44 | 0.6107 | 0.4070 | 0.6107 | 0.7815 |
74
+ | No log | 1.2432 | 46 | 0.6605 | 0.2817 | 0.6605 | 0.8127 |
75
+ | No log | 1.2973 | 48 | 0.7075 | 0.4018 | 0.7075 | 0.8411 |
76
+ | No log | 1.3514 | 50 | 0.7100 | 0.4518 | 0.7100 | 0.8426 |
77
+ | No log | 1.4054 | 52 | 0.6245 | 0.5763 | 0.6245 | 0.7902 |
78
+ | No log | 1.4595 | 54 | 0.6374 | 0.5461 | 0.6374 | 0.7984 |
79
+ | No log | 1.5135 | 56 | 0.6562 | 0.5466 | 0.6562 | 0.8101 |
80
+ | No log | 1.5676 | 58 | 0.5618 | 0.5010 | 0.5618 | 0.7496 |
81
+ | No log | 1.6216 | 60 | 0.8745 | 0.4812 | 0.8745 | 0.9351 |
82
+ | No log | 1.6757 | 62 | 1.1877 | 0.3273 | 1.1877 | 1.0898 |
83
+ | No log | 1.7297 | 64 | 1.3511 | 0.2634 | 1.3511 | 1.1624 |
84
+ | No log | 1.7838 | 66 | 0.9122 | 0.4295 | 0.9122 | 0.9551 |
85
+ | No log | 1.8378 | 68 | 0.6969 | 0.4684 | 0.6969 | 0.8348 |
86
+ | No log | 1.8919 | 70 | 0.6036 | 0.4665 | 0.6036 | 0.7769 |
87
+ | No log | 1.9459 | 72 | 0.5279 | 0.4437 | 0.5279 | 0.7266 |
88
+ | No log | 2.0 | 74 | 0.7116 | 0.4251 | 0.7116 | 0.8436 |
89
+ | No log | 2.0541 | 76 | 0.7748 | 0.4648 | 0.7748 | 0.8802 |
90
+ | No log | 2.1081 | 78 | 0.5281 | 0.4352 | 0.5281 | 0.7267 |
91
+ | No log | 2.1622 | 80 | 0.5929 | 0.3746 | 0.5929 | 0.7700 |
92
+ | No log | 2.2162 | 82 | 0.6010 | 0.4540 | 0.6010 | 0.7752 |
93
+ | No log | 2.2703 | 84 | 0.4975 | 0.5869 | 0.4975 | 0.7053 |
94
+ | No log | 2.3243 | 86 | 0.5315 | 0.4430 | 0.5315 | 0.7290 |
95
+ | No log | 2.3784 | 88 | 0.5971 | 0.4272 | 0.5971 | 0.7727 |
96
+ | No log | 2.4324 | 90 | 0.4963 | 0.5897 | 0.4963 | 0.7045 |
97
+ | No log | 2.4865 | 92 | 0.5362 | 0.5171 | 0.5362 | 0.7322 |
98
+ | No log | 2.5405 | 94 | 0.5221 | 0.5283 | 0.5221 | 0.7226 |
99
+ | No log | 2.5946 | 96 | 0.4832 | 0.5831 | 0.4832 | 0.6952 |
100
+ | No log | 2.6486 | 98 | 0.6185 | 0.5179 | 0.6185 | 0.7864 |
101
+ | No log | 2.7027 | 100 | 0.6580 | 0.5416 | 0.6580 | 0.8112 |
102
+ | No log | 2.7568 | 102 | 0.4980 | 0.6506 | 0.4980 | 0.7057 |
103
+ | No log | 2.8108 | 104 | 0.4779 | 0.5890 | 0.4779 | 0.6913 |
104
+ | No log | 2.8649 | 106 | 0.4680 | 0.5286 | 0.4680 | 0.6841 |
105
+ | No log | 2.9189 | 108 | 0.5013 | 0.5867 | 0.5013 | 0.7080 |
106
+ | No log | 2.9730 | 110 | 0.7394 | 0.4114 | 0.7394 | 0.8599 |
107
+ | No log | 3.0270 | 112 | 0.6947 | 0.5395 | 0.6947 | 0.8335 |
108
+ | No log | 3.0811 | 114 | 0.5537 | 0.6154 | 0.5537 | 0.7441 |
109
+ | No log | 3.1351 | 116 | 0.4779 | 0.6259 | 0.4779 | 0.6913 |
110
+ | No log | 3.1892 | 118 | 0.4694 | 0.6617 | 0.4694 | 0.6851 |
111
+ | No log | 3.2432 | 120 | 0.4992 | 0.7016 | 0.4992 | 0.7065 |
112
+ | No log | 3.2973 | 122 | 0.4747 | 0.7097 | 0.4747 | 0.6890 |
113
+ | No log | 3.3514 | 124 | 0.4523 | 0.6484 | 0.4523 | 0.6725 |
114
+ | No log | 3.4054 | 126 | 0.5361 | 0.6240 | 0.5361 | 0.7322 |
115
+ | No log | 3.4595 | 128 | 0.4909 | 0.6267 | 0.4909 | 0.7006 |
116
+ | No log | 3.5135 | 130 | 0.5304 | 0.7099 | 0.5304 | 0.7283 |
117
+ | No log | 3.5676 | 132 | 0.6756 | 0.5438 | 0.6756 | 0.8220 |
118
+ | No log | 3.6216 | 134 | 0.5859 | 0.6179 | 0.5859 | 0.7654 |
119
+ | No log | 3.6757 | 136 | 0.5142 | 0.6860 | 0.5142 | 0.7171 |
120
+ | No log | 3.7297 | 138 | 0.4505 | 0.6277 | 0.4505 | 0.6712 |
121
+ | No log | 3.7838 | 140 | 0.4669 | 0.6223 | 0.4669 | 0.6833 |
122
+ | No log | 3.8378 | 142 | 0.4534 | 0.6158 | 0.4534 | 0.6733 |
123
+ | No log | 3.8919 | 144 | 0.4296 | 0.6377 | 0.4296 | 0.6554 |
124
+ | No log | 3.9459 | 146 | 0.4321 | 0.6198 | 0.4321 | 0.6574 |
125
+ | No log | 4.0 | 148 | 0.4430 | 0.6105 | 0.4430 | 0.6656 |
126
+ | No log | 4.0541 | 150 | 0.4908 | 0.5395 | 0.4908 | 0.7006 |
127
+ | No log | 4.1081 | 152 | 0.5907 | 0.5358 | 0.5907 | 0.7686 |
128
+ | No log | 4.1622 | 154 | 0.5788 | 0.5373 | 0.5788 | 0.7608 |
129
+ | No log | 4.2162 | 156 | 0.4701 | 0.5201 | 0.4701 | 0.6856 |
130
+ | No log | 4.2703 | 158 | 0.4924 | 0.5877 | 0.4924 | 0.7017 |
131
+ | No log | 4.3243 | 160 | 0.5748 | 0.5989 | 0.5748 | 0.7581 |
132
+ | No log | 4.3784 | 162 | 0.5001 | 0.5718 | 0.5001 | 0.7072 |
133
+ | No log | 4.4324 | 164 | 0.5037 | 0.5104 | 0.5037 | 0.7097 |
134
+ | No log | 4.4865 | 166 | 0.8460 | 0.4258 | 0.8460 | 0.9198 |
135
+ | No log | 4.5405 | 168 | 0.9964 | 0.3311 | 0.9964 | 0.9982 |
136
+ | No log | 4.5946 | 170 | 0.7780 | 0.4484 | 0.7780 | 0.8821 |
137
+ | No log | 4.6486 | 172 | 0.5678 | 0.3814 | 0.5678 | 0.7535 |
138
+ | No log | 4.7027 | 174 | 0.5349 | 0.3974 | 0.5349 | 0.7313 |
139
+ | No log | 4.7568 | 176 | 0.5535 | 0.4958 | 0.5535 | 0.7440 |
140
+ | No log | 4.8108 | 178 | 0.5187 | 0.4918 | 0.5187 | 0.7202 |
141
+ | No log | 4.8649 | 180 | 0.5014 | 0.5681 | 0.5014 | 0.7081 |
142
+ | No log | 4.9189 | 182 | 0.5770 | 0.4602 | 0.5770 | 0.7596 |
143
+ | No log | 4.9730 | 184 | 0.5669 | 0.4845 | 0.5669 | 0.7529 |
144
+ | No log | 5.0270 | 186 | 0.5094 | 0.6156 | 0.5094 | 0.7137 |
145
+ | No log | 5.0811 | 188 | 0.6566 | 0.5312 | 0.6566 | 0.8103 |
146
+ | No log | 5.1351 | 190 | 0.8179 | 0.5050 | 0.8179 | 0.9044 |
147
+ | No log | 5.1892 | 192 | 0.7551 | 0.5234 | 0.7551 | 0.8690 |
148
+ | No log | 5.2432 | 194 | 0.5008 | 0.5687 | 0.5008 | 0.7076 |
149
+ | No log | 5.2973 | 196 | 0.5188 | 0.5528 | 0.5188 | 0.7203 |
150
+ | No log | 5.3514 | 198 | 0.5041 | 0.5692 | 0.5041 | 0.7100 |
151
+ | No log | 5.4054 | 200 | 0.4629 | 0.5692 | 0.4629 | 0.6804 |
152
+ | No log | 5.4595 | 202 | 0.4364 | 0.6255 | 0.4364 | 0.6606 |
153
+ | No log | 5.5135 | 204 | 0.4388 | 0.5861 | 0.4388 | 0.6624 |
154
+ | No log | 5.5676 | 206 | 0.4419 | 0.5861 | 0.4419 | 0.6648 |
155
+ | No log | 5.6216 | 208 | 0.4414 | 0.6039 | 0.4414 | 0.6644 |
156
+ | No log | 5.6757 | 210 | 0.5009 | 0.5086 | 0.5009 | 0.7078 |
157
+ | No log | 5.7297 | 212 | 0.5573 | 0.5665 | 0.5573 | 0.7465 |
158
+ | No log | 5.7838 | 214 | 0.5775 | 0.5325 | 0.5775 | 0.7599 |
159
+ | No log | 5.8378 | 216 | 0.4891 | 0.6214 | 0.4891 | 0.6994 |
160
+ | No log | 5.8919 | 218 | 0.4451 | 0.5875 | 0.4451 | 0.6672 |
161
+ | No log | 5.9459 | 220 | 0.4453 | 0.5702 | 0.4453 | 0.6673 |
162
+ | No log | 6.0 | 222 | 0.4151 | 0.6750 | 0.4151 | 0.6443 |
163
+ | No log | 6.0541 | 224 | 0.4098 | 0.6627 | 0.4098 | 0.6401 |
164
+ | No log | 6.1081 | 226 | 0.4190 | 0.6620 | 0.4190 | 0.6473 |
165
+ | No log | 6.1622 | 228 | 0.3986 | 0.5846 | 0.3986 | 0.6313 |
166
+ | No log | 6.2162 | 230 | 0.4058 | 0.5617 | 0.4058 | 0.6370 |
167
+ | No log | 6.2703 | 232 | 0.4193 | 0.6505 | 0.4193 | 0.6476 |
168
+ | No log | 6.3243 | 234 | 0.5869 | 0.4726 | 0.5869 | 0.7661 |
169
+ | No log | 6.3784 | 236 | 0.6992 | 0.4632 | 0.6992 | 0.8362 |
170
+ | No log | 6.4324 | 238 | 0.5594 | 0.4801 | 0.5594 | 0.7480 |
171
+ | No log | 6.4865 | 240 | 0.4249 | 0.6401 | 0.4249 | 0.6518 |
172
+ | No log | 6.5405 | 242 | 0.4130 | 0.5877 | 0.4130 | 0.6427 |
173
+ | No log | 6.5946 | 244 | 0.4274 | 0.5796 | 0.4274 | 0.6538 |
174
+ | No log | 6.6486 | 246 | 0.4322 | 0.5904 | 0.4322 | 0.6574 |
175
+ | No log | 6.7027 | 248 | 0.4428 | 0.5939 | 0.4428 | 0.6654 |
176
+ | No log | 6.7568 | 250 | 0.4537 | 0.6298 | 0.4537 | 0.6736 |
177
+ | No log | 6.8108 | 252 | 0.4547 | 0.6310 | 0.4547 | 0.6743 |
178
+ | No log | 6.8649 | 254 | 0.4744 | 0.5738 | 0.4744 | 0.6888 |
179
+ | No log | 6.9189 | 256 | 0.5250 | 0.6100 | 0.5250 | 0.7246 |
180
+ | No log | 6.9730 | 258 | 0.5121 | 0.5897 | 0.5121 | 0.7156 |
181
+ | No log | 7.0270 | 260 | 0.5171 | 0.5897 | 0.5171 | 0.7191 |
182
+ | No log | 7.0811 | 262 | 0.4194 | 0.6118 | 0.4194 | 0.6476 |
183
+ | No log | 7.1351 | 264 | 0.4201 | 0.6359 | 0.4201 | 0.6482 |
184
+ | No log | 7.1892 | 266 | 0.4110 | 0.6171 | 0.4110 | 0.6411 |
185
+ | No log | 7.2432 | 268 | 0.4509 | 0.5603 | 0.4509 | 0.6715 |
186
+ | No log | 7.2973 | 270 | 0.5942 | 0.5378 | 0.5942 | 0.7709 |
187
+ | No log | 7.3514 | 272 | 0.6672 | 0.4721 | 0.6672 | 0.8168 |
188
+ | No log | 7.4054 | 274 | 0.5316 | 0.5351 | 0.5316 | 0.7291 |
189
+ | No log | 7.4595 | 276 | 0.4177 | 0.6156 | 0.4177 | 0.6463 |
190
+ | No log | 7.5135 | 278 | 0.4872 | 0.5639 | 0.4872 | 0.6980 |
191
+ | No log | 7.5676 | 280 | 0.5396 | 0.6140 | 0.5396 | 0.7345 |
192
+ | No log | 7.6216 | 282 | 0.4768 | 0.6249 | 0.4768 | 0.6905 |
193
+ | No log | 7.6757 | 284 | 0.3996 | 0.6739 | 0.3996 | 0.6322 |
194
+ | No log | 7.7297 | 286 | 0.3964 | 0.6739 | 0.3964 | 0.6296 |
195
+ | No log | 7.7838 | 288 | 0.4022 | 0.6709 | 0.4022 | 0.6342 |
196
+ | No log | 7.8378 | 290 | 0.4312 | 0.6709 | 0.4312 | 0.6566 |
197
+ | No log | 7.8919 | 292 | 0.4166 | 0.6530 | 0.4166 | 0.6455 |
198
+ | No log | 7.9459 | 294 | 0.4191 | 0.6467 | 0.4191 | 0.6474 |
199
+ | No log | 8.0 | 296 | 0.4309 | 0.6469 | 0.4309 | 0.6564 |
200
+ | No log | 8.0541 | 298 | 0.4410 | 0.6886 | 0.4410 | 0.6641 |
201
+ | No log | 8.1081 | 300 | 0.4343 | 0.6886 | 0.4343 | 0.6590 |
202
+ | No log | 8.1622 | 302 | 0.4497 | 0.6441 | 0.4497 | 0.6706 |
203
+ | No log | 8.2162 | 304 | 0.4587 | 0.6687 | 0.4587 | 0.6773 |
204
+ | No log | 8.2703 | 306 | 0.4327 | 0.5457 | 0.4327 | 0.6578 |
205
+ | No log | 8.3243 | 308 | 0.4544 | 0.5030 | 0.4544 | 0.6741 |
206
+ | No log | 8.3784 | 310 | 0.4561 | 0.4859 | 0.4561 | 0.6753 |
207
+ | No log | 8.4324 | 312 | 0.4396 | 0.4468 | 0.4396 | 0.6630 |
208
+ | No log | 8.4865 | 314 | 0.5066 | 0.5481 | 0.5066 | 0.7118 |
209
+ | No log | 8.5405 | 316 | 0.6207 | 0.4940 | 0.6207 | 0.7878 |
210
+ | No log | 8.5946 | 318 | 0.6326 | 0.5241 | 0.6326 | 0.7953 |
211
+ | No log | 8.6486 | 320 | 0.5160 | 0.5961 | 0.5160 | 0.7183 |
212
+ | No log | 8.7027 | 322 | 0.4493 | 0.6590 | 0.4493 | 0.6703 |
213
+ | No log | 8.7568 | 324 | 0.4389 | 0.6973 | 0.4389 | 0.6625 |
214
+ | No log | 8.8108 | 326 | 0.4749 | 0.6214 | 0.4749 | 0.6891 |
215
+ | No log | 8.8649 | 328 | 0.4929 | 0.6214 | 0.4929 | 0.7021 |
216
+ | No log | 8.9189 | 330 | 0.4349 | 0.7002 | 0.4349 | 0.6595 |
217
+ | No log | 8.9730 | 332 | 0.4202 | 0.6082 | 0.4202 | 0.6482 |
218
+ | No log | 9.0270 | 334 | 0.4756 | 0.5796 | 0.4756 | 0.6896 |
219
+ | No log | 9.0811 | 336 | 0.4583 | 0.5877 | 0.4583 | 0.6770 |
220
+ | No log | 9.1351 | 338 | 0.4317 | 0.5269 | 0.4317 | 0.6570 |
221
+ | No log | 9.1892 | 340 | 0.4429 | 0.6228 | 0.4429 | 0.6655 |
222
+ | No log | 9.2432 | 342 | 0.4488 | 0.6313 | 0.4488 | 0.6699 |
223
+ | No log | 9.2973 | 344 | 0.4344 | 0.5926 | 0.4344 | 0.6591 |
224
+ | No log | 9.3514 | 346 | 0.4437 | 0.5883 | 0.4437 | 0.6661 |
225
+ | No log | 9.4054 | 348 | 0.4573 | 0.5648 | 0.4573 | 0.6762 |
226
+ | No log | 9.4595 | 350 | 0.4643 | 0.5550 | 0.4643 | 0.6814 |
227
+ | No log | 9.5135 | 352 | 0.4526 | 0.5883 | 0.4526 | 0.6727 |
228
+ | No log | 9.5676 | 354 | 0.4690 | 0.5266 | 0.4690 | 0.6849 |
229
+ | No log | 9.6216 | 356 | 0.5651 | 0.5069 | 0.5651 | 0.7517 |
230
+ | No log | 9.6757 | 358 | 0.5462 | 0.5280 | 0.5462 | 0.7391 |
231
+ | No log | 9.7297 | 360 | 0.4568 | 0.5356 | 0.4568 | 0.6759 |
232
+ | No log | 9.7838 | 362 | 0.4328 | 0.5937 | 0.4328 | 0.6579 |
233
+ | No log | 9.8378 | 364 | 0.4619 | 0.5577 | 0.4619 | 0.6796 |
234
+ | No log | 9.8919 | 366 | 0.4739 | 0.5036 | 0.4739 | 0.6884 |
235
+ | No log | 9.9459 | 368 | 0.4673 | 0.5289 | 0.4673 | 0.6836 |
236
+ | No log | 10.0 | 370 | 0.4512 | 0.5533 | 0.4512 | 0.6717 |
237
+ | No log | 10.0541 | 372 | 0.4503 | 0.5989 | 0.4503 | 0.6711 |
238
+ | No log | 10.1081 | 374 | 0.4156 | 0.6434 | 0.4156 | 0.6447 |
239
+ | No log | 10.1622 | 376 | 0.4072 | 0.6797 | 0.4072 | 0.6381 |
240
+ | No log | 10.2162 | 378 | 0.4103 | 0.6725 | 0.4103 | 0.6405 |
241
+ | No log | 10.2703 | 380 | 0.4145 | 0.6672 | 0.4145 | 0.6438 |
242
+ | No log | 10.3243 | 382 | 0.4441 | 0.6698 | 0.4441 | 0.6664 |
243
+ | No log | 10.3784 | 384 | 0.5023 | 0.5922 | 0.5023 | 0.7087 |
244
+ | No log | 10.4324 | 386 | 0.4756 | 0.5997 | 0.4756 | 0.6896 |
245
+ | No log | 10.4865 | 388 | 0.4177 | 0.6978 | 0.4177 | 0.6463 |
246
+ | No log | 10.5405 | 390 | 0.4276 | 0.6241 | 0.4276 | 0.6539 |
247
+ | No log | 10.5946 | 392 | 0.5173 | 0.5510 | 0.5173 | 0.7192 |
248
+ | No log | 10.6486 | 394 | 0.5372 | 0.5870 | 0.5372 | 0.7329 |
249
+ | No log | 10.7027 | 396 | 0.4461 | 0.6434 | 0.4461 | 0.6679 |
250
+ | No log | 10.7568 | 398 | 0.4083 | 0.6839 | 0.4083 | 0.6390 |
251
+ | No log | 10.8108 | 400 | 0.4215 | 0.6771 | 0.4215 | 0.6492 |
252
+ | No log | 10.8649 | 402 | 0.4282 | 0.6863 | 0.4282 | 0.6543 |
253
+ | No log | 10.9189 | 404 | 0.4217 | 0.6464 | 0.4217 | 0.6494 |
254
+ | No log | 10.9730 | 406 | 0.4290 | 0.6125 | 0.4290 | 0.6550 |
255
+ | No log | 11.0270 | 408 | 0.4518 | 0.5965 | 0.4518 | 0.6722 |
256
+ | No log | 11.0811 | 410 | 0.4717 | 0.5498 | 0.4717 | 0.6868 |
257
+ | No log | 11.1351 | 412 | 0.4466 | 0.5577 | 0.4466 | 0.6683 |
258
+ | No log | 11.1892 | 414 | 0.4258 | 0.6426 | 0.4258 | 0.6525 |
259
+ | No log | 11.2432 | 416 | 0.4150 | 0.6467 | 0.4150 | 0.6442 |
260
+ | No log | 11.2973 | 418 | 0.4526 | 0.5733 | 0.4526 | 0.6728 |
261
+ | No log | 11.3514 | 420 | 0.4621 | 0.5733 | 0.4621 | 0.6798 |
262
+ | No log | 11.4054 | 422 | 0.4282 | 0.6960 | 0.4282 | 0.6544 |
263
+ | No log | 11.4595 | 424 | 0.4194 | 0.6552 | 0.4194 | 0.6476 |
264
+ | No log | 11.5135 | 426 | 0.4190 | 0.6460 | 0.4190 | 0.6473 |
265
+ | No log | 11.5676 | 428 | 0.4237 | 0.6449 | 0.4237 | 0.6509 |
266
+ | No log | 11.6216 | 430 | 0.4150 | 0.6650 | 0.4150 | 0.6442 |
267
+ | No log | 11.6757 | 432 | 0.4386 | 0.6592 | 0.4386 | 0.6623 |
268
+ | No log | 11.7297 | 434 | 0.4979 | 0.5470 | 0.4979 | 0.7056 |
269
+ | No log | 11.7838 | 436 | 0.5393 | 0.4833 | 0.5393 | 0.7344 |
270
+ | No log | 11.8378 | 438 | 0.5200 | 0.5051 | 0.5200 | 0.7211 |
271
+ | No log | 11.8919 | 440 | 0.4652 | 0.5301 | 0.4652 | 0.6820 |
272
+ | No log | 11.9459 | 442 | 0.4123 | 0.6567 | 0.4123 | 0.6421 |
273
+ | No log | 12.0 | 444 | 0.4153 | 0.6518 | 0.4153 | 0.6444 |
274
+ | No log | 12.0541 | 446 | 0.4095 | 0.6797 | 0.4095 | 0.6399 |
275
+ | No log | 12.1081 | 448 | 0.4017 | 0.6929 | 0.4017 | 0.6338 |
276
+ | No log | 12.1622 | 450 | 0.4338 | 0.6020 | 0.4338 | 0.6586 |
277
+ | No log | 12.2162 | 452 | 0.4408 | 0.5765 | 0.4408 | 0.6639 |
278
+ | No log | 12.2703 | 454 | 0.4319 | 0.5765 | 0.4319 | 0.6572 |
279
+ | No log | 12.3243 | 456 | 0.4584 | 0.5657 | 0.4584 | 0.6770 |
280
+ | No log | 12.3784 | 458 | 0.4559 | 0.5733 | 0.4559 | 0.6752 |
281
+ | No log | 12.4324 | 460 | 0.4278 | 0.5587 | 0.4278 | 0.6541 |
282
+ | No log | 12.4865 | 462 | 0.4210 | 0.5571 | 0.4210 | 0.6489 |
283
+ | No log | 12.5405 | 464 | 0.4008 | 0.7189 | 0.4008 | 0.6331 |
284
+ | No log | 12.5946 | 466 | 0.3951 | 0.7189 | 0.3951 | 0.6286 |
285
+ | No log | 12.6486 | 468 | 0.3900 | 0.7275 | 0.3900 | 0.6245 |
286
+ | No log | 12.7027 | 470 | 0.3990 | 0.6575 | 0.3990 | 0.6317 |
287
+ | No log | 12.7568 | 472 | 0.5091 | 0.5347 | 0.5091 | 0.7135 |
288
+ | No log | 12.8108 | 474 | 0.5866 | 0.5373 | 0.5866 | 0.7659 |
289
+ | No log | 12.8649 | 476 | 0.5331 | 0.5358 | 0.5331 | 0.7302 |
290
+ | No log | 12.9189 | 478 | 0.4450 | 0.6248 | 0.4450 | 0.6671 |
291
+ | No log | 12.9730 | 480 | 0.4047 | 0.6957 | 0.4047 | 0.6362 |
292
+ | No log | 13.0270 | 482 | 0.4163 | 0.6240 | 0.4163 | 0.6452 |
293
+ | No log | 13.0811 | 484 | 0.4281 | 0.6313 | 0.4281 | 0.6543 |
294
+ | No log | 13.1351 | 486 | 0.4120 | 0.6632 | 0.4120 | 0.6419 |
295
+ | No log | 13.1892 | 488 | 0.4134 | 0.6843 | 0.4134 | 0.6429 |
296
+ | No log | 13.2432 | 490 | 0.4191 | 0.6843 | 0.4191 | 0.6474 |
297
+ | No log | 13.2973 | 492 | 0.4264 | 0.6140 | 0.4264 | 0.6530 |
298
+ | No log | 13.3514 | 494 | 0.4310 | 0.6843 | 0.4310 | 0.6565 |
299
+ | No log | 13.4054 | 496 | 0.4304 | 0.6448 | 0.4304 | 0.6560 |
300
+ | No log | 13.4595 | 498 | 0.4275 | 0.5956 | 0.4275 | 0.6538 |
301
+ | 0.3685 | 13.5135 | 500 | 0.4243 | 0.5956 | 0.4243 | 0.6514 |
302
+ | 0.3685 | 13.5676 | 502 | 0.4263 | 0.6736 | 0.4263 | 0.6529 |
303
+ | 0.3685 | 13.6216 | 504 | 0.4283 | 0.5522 | 0.4283 | 0.6544 |
304
+ | 0.3685 | 13.6757 | 506 | 0.4392 | 0.5397 | 0.4392 | 0.6627 |
305
+ | 0.3685 | 13.7297 | 508 | 0.4361 | 0.6111 | 0.4361 | 0.6604 |
306
+ | 0.3685 | 13.7838 | 510 | 0.4370 | 0.6492 | 0.4370 | 0.6611 |
307
+ | 0.3685 | 13.8378 | 512 | 0.4359 | 0.6406 | 0.4359 | 0.6602 |
308
+ | 0.3685 | 13.8919 | 514 | 0.4622 | 0.5802 | 0.4622 | 0.6798 |
309
+ | 0.3685 | 13.9459 | 516 | 0.4351 | 0.6604 | 0.4351 | 0.6596 |
310
+ | 0.3685 | 14.0 | 518 | 0.4231 | 0.6709 | 0.4231 | 0.6505 |
311
+ | 0.3685 | 14.0541 | 520 | 0.4110 | 0.6709 | 0.4110 | 0.6411 |
312
+ | 0.3685 | 14.1081 | 522 | 0.4016 | 0.6994 | 0.4016 | 0.6337 |
313
+ | 0.3685 | 14.1622 | 524 | 0.4212 | 0.6407 | 0.4212 | 0.6490 |
314
+ | 0.3685 | 14.2162 | 526 | 0.4883 | 0.5031 | 0.4883 | 0.6988 |
315
+ | 0.3685 | 14.2703 | 528 | 0.4779 | 0.5334 | 0.4779 | 0.6913 |
316
+ | 0.3685 | 14.3243 | 530 | 0.4161 | 0.6197 | 0.4161 | 0.6451 |
317
+ | 0.3685 | 14.3784 | 532 | 0.4098 | 0.6807 | 0.4098 | 0.6402 |
318
+ | 0.3685 | 14.4324 | 534 | 0.4423 | 0.6777 | 0.4423 | 0.6650 |
319
+ | 0.3685 | 14.4865 | 536 | 0.4376 | 0.6518 | 0.4376 | 0.6615 |
320
+ | 0.3685 | 14.5405 | 538 | 0.4219 | 0.6446 | 0.4219 | 0.6495 |
321
+ | 0.3685 | 14.5946 | 540 | 0.4157 | 0.6305 | 0.4157 | 0.6448 |
322
+ | 0.3685 | 14.6486 | 542 | 0.4343 | 0.5970 | 0.4343 | 0.6590 |
323
+ | 0.3685 | 14.7027 | 544 | 0.4242 | 0.6345 | 0.4242 | 0.6513 |
324
+ | 0.3685 | 14.7568 | 546 | 0.4249 | 0.7114 | 0.4249 | 0.6518 |
325
+ | 0.3685 | 14.8108 | 548 | 0.4403 | 0.6787 | 0.4403 | 0.6635 |
326
+ | 0.3685 | 14.8649 | 550 | 0.4254 | 0.6797 | 0.4254 | 0.6522 |
327
+ | 0.3685 | 14.9189 | 552 | 0.4068 | 0.7256 | 0.4068 | 0.6378 |
328
+ | 0.3685 | 14.9730 | 554 | 0.4201 | 0.6295 | 0.4201 | 0.6482 |
329
+ | 0.3685 | 15.0270 | 556 | 0.4263 | 0.6396 | 0.4263 | 0.6529 |
330
+ | 0.3685 | 15.0811 | 558 | 0.4345 | 0.6110 | 0.4345 | 0.6592 |
331
+ | 0.3685 | 15.1351 | 560 | 0.4154 | 0.6101 | 0.4154 | 0.6446 |
332
+ | 0.3685 | 15.1892 | 562 | 0.4102 | 0.7191 | 0.4102 | 0.6405 |
333
+ | 0.3685 | 15.2432 | 564 | 0.4175 | 0.7205 | 0.4175 | 0.6461 |
334
+ | 0.3685 | 15.2973 | 566 | 0.4138 | 0.7455 | 0.4138 | 0.6433 |
335
+ | 0.3685 | 15.3514 | 568 | 0.4087 | 0.6755 | 0.4087 | 0.6393 |
336
+ | 0.3685 | 15.4054 | 570 | 0.4133 | 0.5979 | 0.4133 | 0.6429 |
337
+ | 0.3685 | 15.4595 | 572 | 0.4349 | 0.6156 | 0.4349 | 0.6595 |
338
+ | 0.3685 | 15.5135 | 574 | 0.4592 | 0.5869 | 0.4592 | 0.6777 |
339
+ | 0.3685 | 15.5676 | 576 | 0.4563 | 0.5907 | 0.4563 | 0.6755 |
340
+ | 0.3685 | 15.6216 | 578 | 0.4554 | 0.5244 | 0.4554 | 0.6748 |
341
+ | 0.3685 | 15.6757 | 580 | 0.4447 | 0.5010 | 0.4447 | 0.6669 |
342
+ | 0.3685 | 15.7297 | 582 | 0.4370 | 0.5665 | 0.4370 | 0.6610 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
343
 
344
 
345
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