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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task7_organization

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  1. README.md +286 -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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_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: 0.7869
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- - Qwk: 0.2605
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- - Mse: 0.7869
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- - Rmse: 0.8871
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  ## Model description
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@@ -49,261 +49,286 @@ 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 | 0.0345 | 2 | 2.6289 | -0.0262 | 2.6289 | 1.6214 |
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- | No log | 0.0690 | 4 | 1.3804 | 0.0233 | 1.3804 | 1.1749 |
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- | No log | 0.1034 | 6 | 1.1826 | -0.1866 | 1.1826 | 1.0875 |
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- | No log | 0.1379 | 8 | 1.3271 | -0.1405 | 1.3271 | 1.1520 |
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- | No log | 0.1724 | 10 | 1.2954 | -0.2454 | 1.2954 | 1.1382 |
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- | No log | 0.2069 | 12 | 1.1213 | -0.0826 | 1.1213 | 1.0589 |
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- | No log | 0.2414 | 14 | 0.9846 | 0.0053 | 0.9846 | 0.9923 |
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- | No log | 0.2759 | 16 | 0.8250 | 0.0481 | 0.8250 | 0.9083 |
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- | No log | 0.3103 | 18 | 0.7606 | 0.0481 | 0.7606 | 0.8721 |
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- | No log | 0.3448 | 20 | 0.7420 | 0.0937 | 0.7420 | 0.8614 |
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- | No log | 0.3793 | 22 | 0.8474 | 0.1358 | 0.8474 | 0.9206 |
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- | No log | 0.4138 | 24 | 0.9772 | 0.2331 | 0.9772 | 0.9886 |
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- | No log | 0.4483 | 26 | 0.8957 | 0.0952 | 0.8957 | 0.9464 |
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- | No log | 0.4828 | 28 | 0.7793 | 0.1770 | 0.7793 | 0.8828 |
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- | No log | 0.5172 | 30 | 0.7472 | 0.0893 | 0.7472 | 0.8644 |
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- | No log | 0.5517 | 32 | 0.8019 | 0.0949 | 0.8019 | 0.8955 |
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- | No log | 0.5862 | 34 | 0.9328 | 0.0609 | 0.9328 | 0.9658 |
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- | No log | 0.6207 | 36 | 0.8307 | -0.0288 | 0.8307 | 0.9114 |
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- | No log | 0.6552 | 38 | 0.8178 | 0.0053 | 0.8178 | 0.9043 |
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- | No log | 0.6897 | 40 | 0.8407 | 0.0053 | 0.8407 | 0.9169 |
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- | No log | 0.7241 | 42 | 0.8311 | 0.0053 | 0.8311 | 0.9117 |
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- | No log | 0.7586 | 44 | 0.8808 | -0.0354 | 0.8808 | 0.9385 |
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- | No log | 0.7931 | 46 | 1.1299 | 0.0692 | 1.1299 | 1.0630 |
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- | No log | 0.8276 | 48 | 1.2513 | 0.0721 | 1.2513 | 1.1186 |
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- | No log | 0.8621 | 50 | 0.9895 | -0.0395 | 0.9895 | 0.9948 |
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- | No log | 0.8966 | 52 | 0.8998 | 0.0165 | 0.8998 | 0.9486 |
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- | No log | 0.9310 | 54 | 0.8003 | 0.0481 | 0.8003 | 0.8946 |
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- | No log | 0.9655 | 56 | 0.7651 | 0.0481 | 0.7651 | 0.8747 |
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- | No log | 1.0 | 58 | 0.7388 | 0.0428 | 0.7388 | 0.8595 |
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- | No log | 1.0345 | 60 | 0.7713 | 0.0495 | 0.7713 | 0.8783 |
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- | No log | 1.0690 | 62 | 0.8240 | 0.1358 | 0.8240 | 0.9077 |
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- | No log | 1.1034 | 64 | 0.8637 | 0.1339 | 0.8637 | 0.9293 |
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- | No log | 1.1379 | 66 | 1.0197 | 0.1259 | 1.0197 | 1.0098 |
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- | No log | 1.1724 | 68 | 1.2609 | 0.1001 | 1.2609 | 1.1229 |
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- | No log | 1.2069 | 70 | 1.1292 | 0.0993 | 1.1292 | 1.0626 |
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- | No log | 1.2414 | 72 | 0.9332 | 0.1551 | 0.9332 | 0.9660 |
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- | No log | 1.2759 | 74 | 0.9573 | 0.1178 | 0.9573 | 0.9784 |
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- | No log | 1.3103 | 76 | 1.0092 | 0.0929 | 1.0092 | 1.0046 |
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- | No log | 1.3448 | 78 | 0.9921 | 0.1506 | 0.9921 | 0.9960 |
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- | No log | 1.3793 | 80 | 0.9321 | 0.1941 | 0.9321 | 0.9654 |
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- | No log | 1.4138 | 82 | 0.9438 | 0.1290 | 0.9438 | 0.9715 |
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- | No log | 1.4483 | 84 | 0.9285 | 0.0944 | 0.9285 | 0.9636 |
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- | No log | 1.4828 | 86 | 0.9154 | -0.0354 | 0.9154 | 0.9568 |
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- | No log | 1.5172 | 88 | 0.9353 | -0.0339 | 0.9353 | 0.9671 |
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- | No log | 1.5517 | 90 | 0.9341 | 0.0051 | 0.9341 | 0.9665 |
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- | No log | 1.5862 | 92 | 0.9542 | 0.0441 | 0.9542 | 0.9768 |
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- | No log | 1.6207 | 94 | 0.8902 | 0.0679 | 0.8902 | 0.9435 |
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- | No log | 1.6552 | 96 | 0.8760 | 0.1359 | 0.8760 | 0.9359 |
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- | No log | 1.6897 | 98 | 0.8683 | -0.0027 | 0.8683 | 0.9319 |
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- | No log | 1.7241 | 100 | 0.8944 | -0.0027 | 0.8944 | 0.9457 |
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- | No log | 1.7586 | 102 | 0.9368 | 0.0509 | 0.9368 | 0.9679 |
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- | No log | 1.7931 | 104 | 0.9097 | 0.0509 | 0.9097 | 0.9538 |
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- | No log | 1.8276 | 106 | 0.8507 | 0.0359 | 0.8507 | 0.9223 |
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- | No log | 1.8621 | 108 | 0.8355 | 0.1009 | 0.8355 | 0.9141 |
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- | No log | 1.8966 | 110 | 0.8438 | 0.1636 | 0.8438 | 0.9186 |
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- | No log | 1.9310 | 112 | 0.8338 | 0.1737 | 0.8338 | 0.9131 |
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- | No log | 1.9655 | 114 | 0.8767 | 0.1455 | 0.8767 | 0.9363 |
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- | No log | 2.0 | 116 | 1.1582 | 0.1204 | 1.1582 | 1.0762 |
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- | No log | 2.0345 | 118 | 1.1987 | 0.1514 | 1.1987 | 1.0948 |
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- | No log | 2.0690 | 120 | 0.9235 | 0.1446 | 0.9235 | 0.9610 |
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- | No log | 2.1034 | 122 | 0.8247 | 0.1737 | 0.8247 | 0.9081 |
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- | No log | 2.1379 | 124 | 0.8425 | 0.1456 | 0.8425 | 0.9179 |
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- | No log | 2.1724 | 126 | 0.8437 | -0.0026 | 0.8437 | 0.9185 |
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- | No log | 2.2069 | 128 | 0.8678 | -0.0444 | 0.8678 | 0.9316 |
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- | No log | 2.2414 | 130 | 0.9686 | 0.0600 | 0.9686 | 0.9842 |
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- | No log | 2.2759 | 132 | 1.0526 | -0.0013 | 1.0526 | 1.0260 |
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- | No log | 2.3103 | 134 | 1.0128 | 0.0255 | 1.0128 | 1.0064 |
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- | No log | 2.3448 | 136 | 0.9181 | 0.0376 | 0.9181 | 0.9582 |
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- | No log | 2.3793 | 138 | 0.9204 | 0.1359 | 0.9204 | 0.9594 |
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- | No log | 2.4138 | 140 | 0.9374 | 0.0851 | 0.9374 | 0.9682 |
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- | No log | 2.4483 | 142 | 0.9151 | 0.0966 | 0.9151 | 0.9566 |
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- | No log | 2.4828 | 144 | 0.9278 | 0.1591 | 0.9278 | 0.9632 |
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- | No log | 2.5172 | 146 | 0.9739 | 0.2141 | 0.9739 | 0.9868 |
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- | No log | 2.5517 | 148 | 1.0111 | 0.0894 | 1.0111 | 1.0055 |
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- | No log | 2.5862 | 150 | 0.9532 | 0.2419 | 0.9532 | 0.9763 |
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- | No log | 2.6207 | 152 | 0.9051 | 0.0975 | 0.9051 | 0.9514 |
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- | No log | 2.6552 | 154 | 1.0047 | 0.1486 | 1.0047 | 1.0024 |
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- | No log | 2.6897 | 156 | 1.0662 | 0.1077 | 1.0662 | 1.0326 |
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- | No log | 2.7241 | 158 | 1.0337 | 0.1274 | 1.0337 | 1.0167 |
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- | No log | 2.7586 | 160 | 1.0221 | 0.0692 | 1.0221 | 1.0110 |
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- | No log | 2.7931 | 162 | 1.1019 | 0.0569 | 1.1019 | 1.0497 |
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- | No log | 2.8276 | 164 | 1.1101 | 0.0888 | 1.1101 | 1.0536 |
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- | No log | 2.8621 | 166 | 1.0342 | 0.0860 | 1.0342 | 1.0169 |
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- | No log | 2.8966 | 168 | 0.9689 | -0.0047 | 0.9689 | 0.9843 |
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- | No log | 2.9310 | 170 | 1.0041 | 0.0715 | 1.0041 | 1.0020 |
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- | No log | 2.9655 | 172 | 1.0390 | 0.1180 | 1.0390 | 1.0193 |
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- | No log | 3.0 | 174 | 0.9850 | 0.0313 | 0.9850 | 0.9925 |
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- | No log | 3.0345 | 176 | 0.9212 | 0.1539 | 0.9212 | 0.9598 |
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- | No log | 3.0690 | 178 | 0.9449 | 0.1924 | 0.9449 | 0.9721 |
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- | No log | 3.1034 | 180 | 0.9622 | 0.1273 | 0.9622 | 0.9809 |
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- | No log | 3.1379 | 182 | 0.9373 | 0.1597 | 0.9373 | 0.9682 |
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- | No log | 3.1724 | 184 | 0.9462 | 0.1218 | 0.9462 | 0.9727 |
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- | No log | 3.2069 | 186 | 0.9789 | 0.1012 | 0.9789 | 0.9894 |
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- | No log | 3.2414 | 188 | 1.0282 | 0.0236 | 1.0282 | 1.0140 |
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- | No log | 3.2759 | 190 | 1.0439 | 0.0300 | 1.0439 | 1.0217 |
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- | No log | 3.3103 | 192 | 1.0670 | 0.0648 | 1.0670 | 1.0330 |
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- | No log | 3.3448 | 194 | 1.0835 | 0.0670 | 1.0835 | 1.0409 |
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- | No log | 3.3793 | 196 | 1.0678 | -0.0108 | 1.0678 | 1.0333 |
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- | No log | 3.4138 | 198 | 1.0644 | 0.0754 | 1.0644 | 1.0317 |
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- | No log | 3.4483 | 200 | 1.0645 | 0.0256 | 1.0645 | 1.0317 |
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- | No log | 3.4828 | 202 | 1.0276 | 0.0722 | 1.0276 | 1.0137 |
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- | No log | 3.5172 | 204 | 0.9856 | -0.0088 | 0.9856 | 0.9928 |
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- | No log | 3.5517 | 206 | 1.0186 | 0.2130 | 1.0186 | 1.0093 |
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- | No log | 3.5862 | 208 | 1.0416 | 0.1763 | 1.0416 | 1.0206 |
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- | No log | 3.6207 | 210 | 0.9664 | 0.1053 | 0.9664 | 0.9831 |
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- | No log | 3.6552 | 212 | 0.9357 | 0.0943 | 0.9357 | 0.9673 |
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- | No log | 3.6897 | 214 | 0.8946 | 0.0943 | 0.8946 | 0.9458 |
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- | No log | 3.7241 | 216 | 0.8526 | 0.0279 | 0.8526 | 0.9234 |
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- | No log | 3.7586 | 218 | 0.8204 | 0.0971 | 0.8204 | 0.9058 |
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- | No log | 3.7931 | 220 | 0.8779 | 0.1640 | 0.8779 | 0.9370 |
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- | No log | 3.8276 | 222 | 1.0046 | 0.2853 | 1.0046 | 1.0023 |
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- | No log | 3.8621 | 224 | 0.9968 | 0.2853 | 0.9968 | 0.9984 |
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- | No log | 3.8966 | 226 | 0.8609 | 0.2523 | 0.8609 | 0.9279 |
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- | No log | 3.9310 | 228 | 0.8110 | 0.2386 | 0.8110 | 0.9006 |
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- | No log | 3.9655 | 230 | 0.8137 | 0.3141 | 0.8137 | 0.9020 |
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- | No log | 4.0 | 232 | 0.8174 | 0.2302 | 0.8174 | 0.9041 |
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- | No log | 4.0345 | 234 | 0.8211 | 0.2445 | 0.8211 | 0.9061 |
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- | No log | 4.0690 | 236 | 0.8112 | 0.2502 | 0.8112 | 0.9006 |
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- | No log | 4.1034 | 238 | 0.8287 | 0.2335 | 0.8287 | 0.9103 |
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- | No log | 4.1379 | 240 | 0.8016 | 0.2749 | 0.8016 | 0.8953 |
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- | No log | 4.1724 | 242 | 0.7698 | 0.2451 | 0.7698 | 0.8774 |
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- | No log | 4.2069 | 244 | 0.7759 | 0.2216 | 0.7759 | 0.8809 |
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- | No log | 4.2414 | 246 | 0.7949 | 0.3590 | 0.7949 | 0.8916 |
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- | No log | 4.2759 | 248 | 0.7711 | 0.2216 | 0.7711 | 0.8781 |
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- | No log | 4.3103 | 250 | 0.7689 | 0.2419 | 0.7689 | 0.8769 |
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- | No log | 4.3448 | 252 | 0.7867 | 0.2078 | 0.7867 | 0.8870 |
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- | No log | 4.3793 | 254 | 0.7875 | 0.2126 | 0.7875 | 0.8874 |
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- | No log | 4.4138 | 256 | 0.8077 | 0.2126 | 0.8077 | 0.8987 |
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- | No log | 4.4483 | 258 | 0.8341 | 0.2453 | 0.8341 | 0.9133 |
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- | No log | 4.4828 | 260 | 0.8855 | 0.2348 | 0.8855 | 0.9410 |
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- | No log | 4.5172 | 262 | 0.8682 | 0.1523 | 0.8682 | 0.9318 |
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- | No log | 4.5517 | 264 | 0.9241 | 0.2679 | 0.9241 | 0.9613 |
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- | No log | 4.5862 | 266 | 0.9206 | 0.2679 | 0.9206 | 0.9595 |
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- | No log | 4.6207 | 268 | 0.8797 | 0.2853 | 0.8797 | 0.9379 |
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- | No log | 4.6552 | 270 | 0.8995 | 0.2605 | 0.8995 | 0.9484 |
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- | No log | 4.6897 | 272 | 0.9496 | 0.2397 | 0.9496 | 0.9745 |
188
- | No log | 4.7241 | 274 | 0.8946 | 0.2805 | 0.8946 | 0.9458 |
189
- | No log | 4.7586 | 276 | 0.8249 | 0.2838 | 0.8249 | 0.9083 |
190
- | No log | 4.7931 | 278 | 0.7997 | 0.2224 | 0.7997 | 0.8942 |
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- | No log | 4.8276 | 280 | 0.8178 | 0.2809 | 0.8178 | 0.9043 |
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- | No log | 4.8621 | 282 | 0.8115 | 0.2247 | 0.8115 | 0.9008 |
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- | No log | 4.8966 | 284 | 0.7818 | 0.1746 | 0.7818 | 0.8842 |
194
- | No log | 4.9310 | 286 | 0.7682 | 0.1432 | 0.7682 | 0.8765 |
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- | No log | 4.9655 | 288 | 0.7542 | 0.2290 | 0.7542 | 0.8684 |
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- | No log | 5.0 | 290 | 0.7566 | 0.1620 | 0.7566 | 0.8698 |
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- | No log | 5.0345 | 292 | 0.7588 | 0.2884 | 0.7588 | 0.8711 |
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- | No log | 5.0690 | 294 | 0.8011 | 0.2395 | 0.8011 | 0.8950 |
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- | No log | 5.1034 | 296 | 0.8166 | 0.2040 | 0.8166 | 0.9037 |
200
- | No log | 5.1379 | 298 | 0.7699 | 0.2936 | 0.7699 | 0.8774 |
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- | No log | 5.1724 | 300 | 0.7446 | 0.2229 | 0.7446 | 0.8629 |
202
- | No log | 5.2069 | 302 | 0.8501 | 0.2555 | 0.8501 | 0.9220 |
203
- | No log | 5.2414 | 304 | 0.9318 | 0.2343 | 0.9318 | 0.9653 |
204
- | No log | 5.2759 | 306 | 0.8381 | 0.2555 | 0.8381 | 0.9155 |
205
- | No log | 5.3103 | 308 | 0.7358 | 0.2642 | 0.7358 | 0.8578 |
206
- | No log | 5.3448 | 310 | 0.8302 | 0.2495 | 0.8302 | 0.9112 |
207
- | No log | 5.3793 | 312 | 0.9116 | 0.2539 | 0.9116 | 0.9548 |
208
- | No log | 5.4138 | 314 | 0.8485 | 0.1856 | 0.8485 | 0.9211 |
209
- | No log | 5.4483 | 316 | 0.7852 | 0.2683 | 0.7852 | 0.8861 |
210
- | No log | 5.4828 | 318 | 0.7954 | 0.2451 | 0.7954 | 0.8918 |
211
- | No log | 5.5172 | 320 | 0.8217 | 0.2563 | 0.8217 | 0.9065 |
212
- | No log | 5.5517 | 322 | 0.8908 | 0.1961 | 0.8908 | 0.9438 |
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- | No log | 5.5862 | 324 | 0.9305 | 0.1826 | 0.9305 | 0.9646 |
214
- | No log | 5.6207 | 326 | 0.9099 | 0.1915 | 0.9099 | 0.9539 |
215
- | No log | 5.6552 | 328 | 0.8582 | 0.2445 | 0.8582 | 0.9264 |
216
- | No log | 5.6897 | 330 | 0.8076 | 0.2777 | 0.8076 | 0.8987 |
217
- | No log | 5.7241 | 332 | 0.8694 | 0.2292 | 0.8694 | 0.9324 |
218
- | No log | 5.7586 | 334 | 0.8775 | 0.2245 | 0.8775 | 0.9368 |
219
- | No log | 5.7931 | 336 | 0.8013 | 0.2576 | 0.8013 | 0.8951 |
220
- | No log | 5.8276 | 338 | 0.8580 | 0.2445 | 0.8580 | 0.9263 |
221
- | No log | 5.8621 | 340 | 0.9358 | 0.1884 | 0.9358 | 0.9674 |
222
- | No log | 5.8966 | 342 | 0.9286 | 0.1884 | 0.9286 | 0.9636 |
223
- | No log | 5.9310 | 344 | 0.8672 | 0.1740 | 0.8672 | 0.9312 |
224
- | No log | 5.9655 | 346 | 0.8136 | 0.1935 | 0.8136 | 0.9020 |
225
- | No log | 6.0 | 348 | 0.8051 | 0.2811 | 0.8051 | 0.8973 |
226
- | No log | 6.0345 | 350 | 0.8191 | 0.2965 | 0.8191 | 0.9050 |
227
- | No log | 6.0690 | 352 | 0.8287 | 0.2424 | 0.8287 | 0.9103 |
228
- | No log | 6.1034 | 354 | 0.8385 | 0.2777 | 0.8385 | 0.9157 |
229
- | No log | 6.1379 | 356 | 0.8473 | 0.2161 | 0.8473 | 0.9205 |
230
- | No log | 6.1724 | 358 | 0.8583 | 0.1786 | 0.8583 | 0.9264 |
231
- | No log | 6.2069 | 360 | 0.8569 | 0.1786 | 0.8569 | 0.9257 |
232
- | No log | 6.2414 | 362 | 0.8458 | 0.1786 | 0.8458 | 0.9197 |
233
- | No log | 6.2759 | 364 | 0.8085 | 0.2652 | 0.8085 | 0.8992 |
234
- | No log | 6.3103 | 366 | 0.7968 | 0.2878 | 0.7968 | 0.8926 |
235
- | No log | 6.3448 | 368 | 0.7948 | 0.3060 | 0.7948 | 0.8915 |
236
- | No log | 6.3793 | 370 | 0.8003 | 0.2591 | 0.8003 | 0.8946 |
237
- | No log | 6.4138 | 372 | 0.8314 | 0.2058 | 0.8314 | 0.9118 |
238
- | No log | 6.4483 | 374 | 0.8447 | 0.2778 | 0.8447 | 0.9191 |
239
- | No log | 6.4828 | 376 | 0.8066 | 0.2342 | 0.8066 | 0.8981 |
240
- | No log | 6.5172 | 378 | 0.8015 | 0.1919 | 0.8015 | 0.8953 |
241
- | No log | 6.5517 | 380 | 0.8377 | 0.2174 | 0.8377 | 0.9153 |
242
- | No log | 6.5862 | 382 | 0.8174 | 0.3213 | 0.8174 | 0.9041 |
243
- | No log | 6.6207 | 384 | 0.7846 | 0.2689 | 0.7846 | 0.8858 |
244
- | No log | 6.6552 | 386 | 0.8190 | 0.2720 | 0.8190 | 0.9050 |
245
- | No log | 6.6897 | 388 | 0.8194 | 0.2720 | 0.8194 | 0.9052 |
246
- | No log | 6.7241 | 390 | 0.7637 | 0.2270 | 0.7637 | 0.8739 |
247
- | No log | 6.7586 | 392 | 0.7554 | 0.1961 | 0.7554 | 0.8691 |
248
- | No log | 6.7931 | 394 | 0.7565 | 0.1580 | 0.7565 | 0.8697 |
249
- | No log | 6.8276 | 396 | 0.7598 | 0.0810 | 0.7598 | 0.8717 |
250
- | No log | 6.8621 | 398 | 0.7645 | 0.0810 | 0.7645 | 0.8744 |
251
- | No log | 6.8966 | 400 | 0.7750 | 0.0733 | 0.7750 | 0.8804 |
252
- | No log | 6.9310 | 402 | 0.7764 | 0.1489 | 0.7764 | 0.8811 |
253
- | No log | 6.9655 | 404 | 0.7810 | 0.0816 | 0.7810 | 0.8838 |
254
- | No log | 7.0 | 406 | 0.8325 | 0.1565 | 0.8325 | 0.9124 |
255
- | No log | 7.0345 | 408 | 0.8335 | 0.1565 | 0.8335 | 0.9130 |
256
- | No log | 7.0690 | 410 | 0.8265 | 0.1249 | 0.8265 | 0.9091 |
257
- | No log | 7.1034 | 412 | 0.8492 | 0.1839 | 0.8492 | 0.9215 |
258
- | No log | 7.1379 | 414 | 0.8464 | 0.1249 | 0.8464 | 0.9200 |
259
- | No log | 7.1724 | 416 | 0.8637 | 0.1558 | 0.8637 | 0.9293 |
260
- | No log | 7.2069 | 418 | 0.8620 | 0.1558 | 0.8620 | 0.9284 |
261
- | No log | 7.2414 | 420 | 0.8403 | 0.1331 | 0.8403 | 0.9167 |
262
- | No log | 7.2759 | 422 | 0.8674 | 0.3017 | 0.8674 | 0.9314 |
263
- | No log | 7.3103 | 424 | 0.8865 | 0.2379 | 0.8865 | 0.9415 |
264
- | No log | 7.3448 | 426 | 0.8350 | 0.3163 | 0.8350 | 0.9138 |
265
- | No log | 7.3793 | 428 | 0.8501 | 0.1424 | 0.8501 | 0.9220 |
266
- | No log | 7.4138 | 430 | 0.8856 | 0.2262 | 0.8856 | 0.9411 |
267
- | No log | 7.4483 | 432 | 0.9168 | 0.2495 | 0.9168 | 0.9575 |
268
- | No log | 7.4828 | 434 | 0.8873 | 0.2335 | 0.8873 | 0.9420 |
269
- | No log | 7.5172 | 436 | 0.8613 | 0.0552 | 0.8613 | 0.9281 |
270
- | No log | 7.5517 | 438 | 0.8328 | -0.0112 | 0.8328 | 0.9126 |
271
- | No log | 7.5862 | 440 | 0.8317 | 0.1091 | 0.8317 | 0.9120 |
272
- | No log | 7.6207 | 442 | 0.8430 | 0.0654 | 0.8430 | 0.9181 |
273
- | No log | 7.6552 | 444 | 0.8709 | 0.1210 | 0.8709 | 0.9332 |
274
- | No log | 7.6897 | 446 | 0.8784 | 0.1902 | 0.8784 | 0.9372 |
275
- | No log | 7.7241 | 448 | 0.8688 | 0.1603 | 0.8688 | 0.9321 |
276
- | No log | 7.7586 | 450 | 0.8747 | 0.1839 | 0.8747 | 0.9353 |
277
- | No log | 7.7931 | 452 | 0.8617 | 0.2152 | 0.8617 | 0.9283 |
278
- | No log | 7.8276 | 454 | 0.8419 | 0.0943 | 0.8419 | 0.9175 |
279
- | No log | 7.8621 | 456 | 0.8358 | 0.1828 | 0.8358 | 0.9142 |
280
- | No log | 7.8966 | 458 | 0.8154 | 0.2182 | 0.8154 | 0.9030 |
281
- | No log | 7.9310 | 460 | 0.7760 | 0.0748 | 0.7760 | 0.8809 |
282
- | No log | 7.9655 | 462 | 0.7781 | 0.1051 | 0.7781 | 0.8821 |
283
- | No log | 8.0 | 464 | 0.7966 | 0.2502 | 0.7966 | 0.8926 |
284
- | No log | 8.0345 | 466 | 0.7857 | 0.2215 | 0.7857 | 0.8864 |
285
- | No log | 8.0690 | 468 | 0.7929 | 0.2215 | 0.7929 | 0.8905 |
286
- | No log | 8.1034 | 470 | 0.7907 | 0.1919 | 0.7907 | 0.8892 |
287
- | No log | 8.1379 | 472 | 0.7972 | 0.2712 | 0.7972 | 0.8929 |
288
- | No log | 8.1724 | 474 | 0.8116 | 0.3069 | 0.8116 | 0.9009 |
289
- | No log | 8.2069 | 476 | 0.8010 | 0.2019 | 0.8010 | 0.8950 |
290
- | No log | 8.2414 | 478 | 0.7966 | 0.1919 | 0.7966 | 0.8925 |
291
- | No log | 8.2759 | 480 | 0.8044 | 0.2749 | 0.8044 | 0.8969 |
292
- | No log | 8.3103 | 482 | 0.8505 | 0.3051 | 0.8505 | 0.9222 |
293
- | No log | 8.3448 | 484 | 0.8519 | 0.2445 | 0.8519 | 0.9230 |
294
- | No log | 8.3793 | 486 | 0.8097 | 0.1902 | 0.8097 | 0.8998 |
295
- | No log | 8.4138 | 488 | 0.8045 | 0.1710 | 0.8045 | 0.8969 |
296
- | No log | 8.4483 | 490 | 0.8035 | 0.1012 | 0.8035 | 0.8964 |
297
- | No log | 8.4828 | 492 | 0.7977 | 0.0679 | 0.7977 | 0.8931 |
298
- | No log | 8.5172 | 494 | 0.7961 | 0.1509 | 0.7961 | 0.8923 |
299
- | No log | 8.5517 | 496 | 0.8071 | 0.2548 | 0.8071 | 0.8984 |
300
- | No log | 8.5862 | 498 | 0.8101 | 0.2800 | 0.8101 | 0.9000 |
301
- | 0.3473 | 8.6207 | 500 | 0.8115 | 0.2737 | 0.8115 | 0.9008 |
302
- | 0.3473 | 8.6552 | 502 | 0.7848 | 0.2594 | 0.7848 | 0.8859 |
303
- | 0.3473 | 8.6897 | 504 | 0.7927 | 0.2193 | 0.7927 | 0.8903 |
304
- | 0.3473 | 8.7241 | 506 | 0.8131 | 0.2445 | 0.8131 | 0.9017 |
305
- | 0.3473 | 8.7586 | 508 | 0.8142 | 0.2313 | 0.8142 | 0.9024 |
306
- | 0.3473 | 8.7931 | 510 | 0.7869 | 0.2605 | 0.7869 | 0.8871 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k17_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k17_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: 0.5573
19
+ - Qwk: 0.4479
20
+ - Mse: 0.5573
21
+ - Rmse: 0.7465
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0351 | 2 | 2.4984 | -0.0593 | 2.4984 | 1.5806 |
53
+ | No log | 0.0702 | 4 | 1.2488 | 0.0987 | 1.2488 | 1.1175 |
54
+ | No log | 0.1053 | 6 | 0.9315 | 0.1685 | 0.9315 | 0.9651 |
55
+ | No log | 0.1404 | 8 | 0.8848 | -0.0354 | 0.8848 | 0.9406 |
56
+ | No log | 0.1754 | 10 | 1.0820 | -0.2685 | 1.0820 | 1.0402 |
57
+ | No log | 0.2105 | 12 | 1.1396 | -0.2311 | 1.1396 | 1.0675 |
58
+ | No log | 0.2456 | 14 | 0.9291 | -0.0426 | 0.9291 | 0.9639 |
59
+ | No log | 0.2807 | 16 | 0.8822 | 0.0 | 0.8822 | 0.9392 |
60
+ | No log | 0.3158 | 18 | 0.9031 | -0.0426 | 0.9031 | 0.9503 |
61
+ | No log | 0.3509 | 20 | 0.8042 | 0.0 | 0.8042 | 0.8968 |
62
+ | No log | 0.3860 | 22 | 0.7751 | 0.0393 | 0.7751 | 0.8804 |
63
+ | No log | 0.4211 | 24 | 0.8461 | 0.0078 | 0.8461 | 0.9199 |
64
+ | No log | 0.4561 | 26 | 0.8552 | 0.0547 | 0.8552 | 0.9248 |
65
+ | No log | 0.4912 | 28 | 0.9317 | 0.1685 | 0.9317 | 0.9653 |
66
+ | No log | 0.5263 | 30 | 0.8854 | 0.1328 | 0.8854 | 0.9410 |
67
+ | No log | 0.5614 | 32 | 0.6983 | 0.0027 | 0.6983 | 0.8356 |
68
+ | No log | 0.5965 | 34 | 0.6799 | 0.2857 | 0.6799 | 0.8245 |
69
+ | No log | 0.6316 | 36 | 0.7033 | 0.2085 | 0.7033 | 0.8386 |
70
+ | No log | 0.6667 | 38 | 0.7469 | -0.0389 | 0.7469 | 0.8642 |
71
+ | No log | 0.7018 | 40 | 0.9358 | 0.0203 | 0.9358 | 0.9673 |
72
+ | No log | 0.7368 | 42 | 1.1116 | 0.0679 | 1.1116 | 1.0543 |
73
+ | No log | 0.7719 | 44 | 1.1057 | 0.0679 | 1.1057 | 1.0515 |
74
+ | No log | 0.8070 | 46 | 0.9756 | -0.0173 | 0.9756 | 0.9877 |
75
+ | No log | 0.8421 | 48 | 0.8167 | 0.0940 | 0.8167 | 0.9037 |
76
+ | No log | 0.8772 | 50 | 0.7631 | 0.3173 | 0.7631 | 0.8736 |
77
+ | No log | 0.9123 | 52 | 0.8424 | 0.3192 | 0.8424 | 0.9178 |
78
+ | No log | 0.9474 | 54 | 0.8142 | 0.3466 | 0.8142 | 0.9023 |
79
+ | No log | 0.9825 | 56 | 0.6228 | 0.3125 | 0.6228 | 0.7892 |
80
+ | No log | 1.0175 | 58 | 0.6276 | 0.2930 | 0.6276 | 0.7922 |
81
+ | No log | 1.0526 | 60 | 0.7168 | 0.3166 | 0.7168 | 0.8466 |
82
+ | No log | 1.0877 | 62 | 0.7462 | 0.1139 | 0.7462 | 0.8638 |
83
+ | No log | 1.1228 | 64 | 0.7654 | 0.0393 | 0.7654 | 0.8749 |
84
+ | No log | 1.1579 | 66 | 0.8057 | 0.0 | 0.8057 | 0.8976 |
85
+ | No log | 1.1930 | 68 | 0.9004 | 0.0053 | 0.9004 | 0.9489 |
86
+ | No log | 1.2281 | 70 | 0.8840 | 0.1711 | 0.8840 | 0.9402 |
87
+ | No log | 1.2632 | 72 | 0.8711 | 0.2066 | 0.8711 | 0.9333 |
88
+ | No log | 1.2982 | 74 | 0.8544 | 0.2046 | 0.8544 | 0.9243 |
89
+ | No log | 1.3333 | 76 | 0.8293 | 0.2435 | 0.8293 | 0.9107 |
90
+ | No log | 1.3684 | 78 | 0.7546 | 0.1770 | 0.7546 | 0.8687 |
91
+ | No log | 1.4035 | 80 | 0.6524 | 0.1272 | 0.6524 | 0.8077 |
92
+ | No log | 1.4386 | 82 | 0.6055 | 0.1591 | 0.6055 | 0.7781 |
93
+ | No log | 1.4737 | 84 | 0.5788 | 0.2930 | 0.5788 | 0.7608 |
94
+ | No log | 1.5088 | 86 | 0.5787 | 0.2930 | 0.5787 | 0.7607 |
95
+ | No log | 1.5439 | 88 | 0.5835 | 0.3228 | 0.5835 | 0.7639 |
96
+ | No log | 1.5789 | 90 | 0.6276 | 0.2389 | 0.6276 | 0.7922 |
97
+ | No log | 1.6140 | 92 | 0.6691 | 0.2743 | 0.6691 | 0.8180 |
98
+ | No log | 1.6491 | 94 | 0.6737 | 0.2389 | 0.6737 | 0.8208 |
99
+ | No log | 1.6842 | 96 | 0.7614 | 0.2408 | 0.7614 | 0.8726 |
100
+ | No log | 1.7193 | 98 | 0.7570 | 0.2066 | 0.7570 | 0.8700 |
101
+ | No log | 1.7544 | 100 | 0.6542 | 0.2418 | 0.6542 | 0.8089 |
102
+ | No log | 1.7895 | 102 | 0.6264 | 0.3196 | 0.6264 | 0.7915 |
103
+ | No log | 1.8246 | 104 | 0.6868 | 0.3586 | 0.6868 | 0.8287 |
104
+ | No log | 1.8596 | 106 | 0.6354 | 0.3196 | 0.6354 | 0.7971 |
105
+ | No log | 1.8947 | 108 | 0.6756 | 0.3061 | 0.6756 | 0.8220 |
106
+ | No log | 1.9298 | 110 | 0.7321 | 0.3010 | 0.7321 | 0.8556 |
107
+ | No log | 1.9649 | 112 | 0.6819 | 0.3320 | 0.6819 | 0.8258 |
108
+ | No log | 2.0 | 114 | 0.6418 | 0.4535 | 0.6418 | 0.8011 |
109
+ | No log | 2.0351 | 116 | 0.6120 | 0.5034 | 0.6120 | 0.7823 |
110
+ | No log | 2.0702 | 118 | 0.6458 | 0.4788 | 0.6458 | 0.8036 |
111
+ | No log | 2.1053 | 120 | 0.6959 | 0.4292 | 0.6959 | 0.8342 |
112
+ | No log | 2.1404 | 122 | 0.8567 | 0.2045 | 0.8567 | 0.9256 |
113
+ | No log | 2.1754 | 124 | 0.8337 | 0.2294 | 0.8337 | 0.9131 |
114
+ | No log | 2.2105 | 126 | 0.7485 | 0.2574 | 0.7485 | 0.8652 |
115
+ | No log | 2.2456 | 128 | 0.8785 | 0.1823 | 0.8785 | 0.9373 |
116
+ | No log | 2.2807 | 130 | 0.9234 | 0.2323 | 0.9234 | 0.9609 |
117
+ | No log | 2.3158 | 132 | 0.8268 | 0.2476 | 0.8268 | 0.9093 |
118
+ | No log | 2.3509 | 134 | 0.7220 | 0.1558 | 0.7220 | 0.8497 |
119
+ | No log | 2.3860 | 136 | 0.7681 | 0.2913 | 0.7681 | 0.8764 |
120
+ | No log | 2.4211 | 138 | 0.9021 | 0.3261 | 0.9021 | 0.9498 |
121
+ | No log | 2.4561 | 140 | 0.9599 | 0.3131 | 0.9599 | 0.9798 |
122
+ | No log | 2.4912 | 142 | 0.9084 | 0.3167 | 0.9084 | 0.9531 |
123
+ | No log | 2.5263 | 144 | 0.7904 | 0.2498 | 0.7904 | 0.8891 |
124
+ | No log | 2.5614 | 146 | 0.7184 | 0.2043 | 0.7184 | 0.8476 |
125
+ | No log | 2.5965 | 148 | 0.7713 | 0.2708 | 0.7713 | 0.8782 |
126
+ | No log | 2.6316 | 150 | 0.8180 | 0.2886 | 0.8180 | 0.9044 |
127
+ | No log | 2.6667 | 152 | 0.8193 | 0.3103 | 0.8193 | 0.9051 |
128
+ | No log | 2.7018 | 154 | 0.7711 | 0.3113 | 0.7711 | 0.8781 |
129
+ | No log | 2.7368 | 156 | 0.6987 | 0.3729 | 0.6987 | 0.8359 |
130
+ | No log | 2.7719 | 158 | 0.6560 | 0.3884 | 0.6560 | 0.8100 |
131
+ | No log | 2.8070 | 160 | 0.6279 | 0.3738 | 0.6279 | 0.7924 |
132
+ | No log | 2.8421 | 162 | 0.6109 | 0.4505 | 0.6109 | 0.7816 |
133
+ | No log | 2.8772 | 164 | 0.5875 | 0.4249 | 0.5875 | 0.7665 |
134
+ | No log | 2.9123 | 166 | 0.5782 | 0.3919 | 0.5782 | 0.7604 |
135
+ | No log | 2.9474 | 168 | 0.5865 | 0.4315 | 0.5865 | 0.7658 |
136
+ | No log | 2.9825 | 170 | 0.5555 | 0.4419 | 0.5555 | 0.7453 |
137
+ | No log | 3.0175 | 172 | 0.5603 | 0.5397 | 0.5603 | 0.7486 |
138
+ | No log | 3.0526 | 174 | 0.5456 | 0.5050 | 0.5456 | 0.7387 |
139
+ | No log | 3.0877 | 176 | 0.5608 | 0.4504 | 0.5608 | 0.7489 |
140
+ | No log | 3.1228 | 178 | 0.5511 | 0.5457 | 0.5511 | 0.7423 |
141
+ | No log | 3.1579 | 180 | 0.5863 | 0.4389 | 0.5863 | 0.7657 |
142
+ | No log | 3.1930 | 182 | 0.5755 | 0.3942 | 0.5755 | 0.7586 |
143
+ | No log | 3.2281 | 184 | 0.5774 | 0.3029 | 0.5774 | 0.7599 |
144
+ | No log | 3.2632 | 186 | 0.6023 | 0.3445 | 0.6023 | 0.7761 |
145
+ | No log | 3.2982 | 188 | 0.6249 | 0.3494 | 0.6249 | 0.7905 |
146
+ | No log | 3.3333 | 190 | 0.6245 | 0.2181 | 0.6245 | 0.7903 |
147
+ | No log | 3.3684 | 192 | 0.6353 | 0.1277 | 0.6353 | 0.7970 |
148
+ | No log | 3.4035 | 194 | 0.6362 | 0.2041 | 0.6362 | 0.7976 |
149
+ | No log | 3.4386 | 196 | 0.6134 | 0.3213 | 0.6134 | 0.7832 |
150
+ | No log | 3.4737 | 198 | 0.5985 | 0.4752 | 0.5985 | 0.7736 |
151
+ | No log | 3.5088 | 200 | 0.5868 | 0.4059 | 0.5868 | 0.7660 |
152
+ | No log | 3.5439 | 202 | 0.5700 | 0.4455 | 0.5700 | 0.7550 |
153
+ | No log | 3.5789 | 204 | 0.5754 | 0.5491 | 0.5754 | 0.7586 |
154
+ | No log | 3.6140 | 206 | 0.6563 | 0.4568 | 0.6563 | 0.8101 |
155
+ | No log | 3.6491 | 208 | 0.5988 | 0.5421 | 0.5988 | 0.7738 |
156
+ | No log | 3.6842 | 210 | 0.5864 | 0.4704 | 0.5864 | 0.7658 |
157
+ | No log | 3.7193 | 212 | 0.6351 | 0.5042 | 0.6351 | 0.7969 |
158
+ | No log | 3.7544 | 214 | 0.6252 | 0.4684 | 0.6252 | 0.7907 |
159
+ | No log | 3.7895 | 216 | 0.5792 | 0.4020 | 0.5792 | 0.7610 |
160
+ | No log | 3.8246 | 218 | 0.5596 | 0.3788 | 0.5596 | 0.7481 |
161
+ | No log | 3.8596 | 220 | 0.5471 | 0.3919 | 0.5471 | 0.7397 |
162
+ | No log | 3.8947 | 222 | 0.5395 | 0.3919 | 0.5395 | 0.7345 |
163
+ | No log | 3.9298 | 224 | 0.5489 | 0.4243 | 0.5489 | 0.7409 |
164
+ | No log | 3.9649 | 226 | 0.5384 | 0.4243 | 0.5384 | 0.7337 |
165
+ | No log | 4.0 | 228 | 0.5280 | 0.4908 | 0.5280 | 0.7266 |
166
+ | No log | 4.0351 | 230 | 0.5630 | 0.6514 | 0.5630 | 0.7503 |
167
+ | No log | 4.0702 | 232 | 0.5821 | 0.6526 | 0.5821 | 0.7630 |
168
+ | No log | 4.1053 | 234 | 0.5617 | 0.5974 | 0.5617 | 0.7495 |
169
+ | No log | 4.1404 | 236 | 0.5589 | 0.5827 | 0.5589 | 0.7476 |
170
+ | No log | 4.1754 | 238 | 0.5556 | 0.5739 | 0.5556 | 0.7454 |
171
+ | No log | 4.2105 | 240 | 0.6062 | 0.5983 | 0.6062 | 0.7786 |
172
+ | No log | 4.2456 | 242 | 0.6560 | 0.4740 | 0.6560 | 0.8099 |
173
+ | No log | 4.2807 | 244 | 0.6548 | 0.4122 | 0.6548 | 0.8092 |
174
+ | No log | 4.3158 | 246 | 0.5668 | 0.5136 | 0.5668 | 0.7529 |
175
+ | No log | 4.3509 | 248 | 0.5298 | 0.5719 | 0.5298 | 0.7279 |
176
+ | No log | 4.3860 | 250 | 0.5475 | 0.5289 | 0.5475 | 0.7400 |
177
+ | No log | 4.4211 | 252 | 0.5703 | 0.4352 | 0.5703 | 0.7552 |
178
+ | No log | 4.4561 | 254 | 0.5669 | 0.5036 | 0.5669 | 0.7529 |
179
+ | No log | 4.4912 | 256 | 0.5698 | 0.4111 | 0.5698 | 0.7549 |
180
+ | No log | 4.5263 | 258 | 0.6521 | 0.3730 | 0.6521 | 0.8075 |
181
+ | No log | 4.5614 | 260 | 0.6698 | 0.4395 | 0.6698 | 0.8184 |
182
+ | No log | 4.5965 | 262 | 0.6963 | 0.3957 | 0.6963 | 0.8345 |
183
+ | No log | 4.6316 | 264 | 0.7033 | 0.4189 | 0.7033 | 0.8386 |
184
+ | No log | 4.6667 | 266 | 0.6275 | 0.4442 | 0.6275 | 0.7921 |
185
+ | No log | 4.7018 | 268 | 0.5527 | 0.5697 | 0.5527 | 0.7435 |
186
+ | No log | 4.7368 | 270 | 0.5818 | 0.4854 | 0.5818 | 0.7627 |
187
+ | No log | 4.7719 | 272 | 0.5899 | 0.4854 | 0.5899 | 0.7680 |
188
+ | No log | 4.8070 | 274 | 0.5672 | 0.4605 | 0.5672 | 0.7531 |
189
+ | No log | 4.8421 | 276 | 0.5793 | 0.5494 | 0.5793 | 0.7611 |
190
+ | No log | 4.8772 | 278 | 0.6502 | 0.4459 | 0.6502 | 0.8064 |
191
+ | No log | 4.9123 | 280 | 0.6368 | 0.5384 | 0.6368 | 0.7980 |
192
+ | No log | 4.9474 | 282 | 0.5586 | 0.4590 | 0.5586 | 0.7474 |
193
+ | No log | 4.9825 | 284 | 0.5729 | 0.3341 | 0.5729 | 0.7569 |
194
+ | No log | 5.0175 | 286 | 0.6788 | 0.4052 | 0.6788 | 0.8239 |
195
+ | No log | 5.0526 | 288 | 0.7099 | 0.3963 | 0.7099 | 0.8425 |
196
+ | No log | 5.0877 | 290 | 0.6505 | 0.3425 | 0.6505 | 0.8065 |
197
+ | No log | 5.1228 | 292 | 0.6422 | 0.3211 | 0.6422 | 0.8014 |
198
+ | No log | 5.1579 | 294 | 0.6760 | 0.3785 | 0.6760 | 0.8222 |
199
+ | No log | 5.1930 | 296 | 0.6737 | 0.3425 | 0.6737 | 0.8208 |
200
+ | No log | 5.2281 | 298 | 0.6666 | 0.3096 | 0.6666 | 0.8165 |
201
+ | No log | 5.2632 | 300 | 0.6809 | 0.3314 | 0.6809 | 0.8252 |
202
+ | No log | 5.2982 | 302 | 0.6867 | 0.3023 | 0.6867 | 0.8287 |
203
+ | No log | 5.3333 | 304 | 0.6646 | 0.3340 | 0.6646 | 0.8153 |
204
+ | No log | 5.3684 | 306 | 0.6558 | 0.4719 | 0.6558 | 0.8098 |
205
+ | No log | 5.4035 | 308 | 0.6858 | 0.4099 | 0.6858 | 0.8282 |
206
+ | No log | 5.4386 | 310 | 0.7065 | 0.4789 | 0.7065 | 0.8405 |
207
+ | No log | 5.4737 | 312 | 0.6611 | 0.4096 | 0.6611 | 0.8131 |
208
+ | No log | 5.5088 | 314 | 0.6353 | 0.4569 | 0.6353 | 0.7971 |
209
+ | No log | 5.5439 | 316 | 0.6187 | 0.4253 | 0.6187 | 0.7866 |
210
+ | No log | 5.5789 | 318 | 0.6110 | 0.3296 | 0.6110 | 0.7817 |
211
+ | No log | 5.6140 | 320 | 0.6216 | 0.3622 | 0.6216 | 0.7884 |
212
+ | No log | 5.6491 | 322 | 0.6248 | 0.3622 | 0.6248 | 0.7904 |
213
+ | No log | 5.6842 | 324 | 0.6002 | 0.3050 | 0.6002 | 0.7747 |
214
+ | No log | 5.7193 | 326 | 0.6119 | 0.3530 | 0.6119 | 0.7822 |
215
+ | No log | 5.7544 | 328 | 0.7103 | 0.3970 | 0.7103 | 0.8428 |
216
+ | No log | 5.7895 | 330 | 0.7962 | 0.4024 | 0.7962 | 0.8923 |
217
+ | No log | 5.8246 | 332 | 0.7607 | 0.4024 | 0.7607 | 0.8722 |
218
+ | No log | 5.8596 | 334 | 0.6546 | 0.4694 | 0.6546 | 0.8091 |
219
+ | No log | 5.8947 | 336 | 0.5979 | 0.3863 | 0.5979 | 0.7732 |
220
+ | No log | 5.9298 | 338 | 0.5935 | 0.3837 | 0.5935 | 0.7704 |
221
+ | No log | 5.9649 | 340 | 0.5898 | 0.3995 | 0.5898 | 0.7680 |
222
+ | No log | 6.0 | 342 | 0.5822 | 0.3886 | 0.5822 | 0.7630 |
223
+ | No log | 6.0351 | 344 | 0.5776 | 0.3939 | 0.5776 | 0.7600 |
224
+ | No log | 6.0702 | 346 | 0.5882 | 0.3050 | 0.5882 | 0.7670 |
225
+ | No log | 6.1053 | 348 | 0.6163 | 0.3737 | 0.6163 | 0.7850 |
226
+ | No log | 6.1404 | 350 | 0.6332 | 0.3737 | 0.6332 | 0.7958 |
227
+ | No log | 6.1754 | 352 | 0.6289 | 0.3737 | 0.6289 | 0.7930 |
228
+ | No log | 6.2105 | 354 | 0.5864 | 0.3976 | 0.5864 | 0.7657 |
229
+ | No log | 6.2456 | 356 | 0.5790 | 0.4262 | 0.5790 | 0.7609 |
230
+ | No log | 6.2807 | 358 | 0.6136 | 0.5584 | 0.6136 | 0.7833 |
231
+ | No log | 6.3158 | 360 | 0.6030 | 0.5368 | 0.6030 | 0.7765 |
232
+ | No log | 6.3509 | 362 | 0.5644 | 0.4569 | 0.5644 | 0.7513 |
233
+ | No log | 6.3860 | 364 | 0.5534 | 0.4338 | 0.5534 | 0.7439 |
234
+ | No log | 6.4211 | 366 | 0.5536 | 0.4724 | 0.5536 | 0.7441 |
235
+ | No log | 6.4561 | 368 | 0.5468 | 0.4724 | 0.5468 | 0.7395 |
236
+ | No log | 6.4912 | 370 | 0.5511 | 0.5397 | 0.5511 | 0.7423 |
237
+ | No log | 6.5263 | 372 | 0.5697 | 0.5266 | 0.5697 | 0.7548 |
238
+ | No log | 6.5614 | 374 | 0.5634 | 0.5554 | 0.5634 | 0.7506 |
239
+ | No log | 6.5965 | 376 | 0.5273 | 0.6046 | 0.5273 | 0.7262 |
240
+ | No log | 6.6316 | 378 | 0.5354 | 0.4555 | 0.5354 | 0.7317 |
241
+ | No log | 6.6667 | 380 | 0.5321 | 0.4555 | 0.5321 | 0.7295 |
242
+ | No log | 6.7018 | 382 | 0.5256 | 0.4857 | 0.5256 | 0.7250 |
243
+ | No log | 6.7368 | 384 | 0.5219 | 0.4206 | 0.5219 | 0.7224 |
244
+ | No log | 6.7719 | 386 | 0.5366 | 0.5104 | 0.5366 | 0.7326 |
245
+ | No log | 6.8070 | 388 | 0.5298 | 0.5345 | 0.5298 | 0.7279 |
246
+ | No log | 6.8421 | 390 | 0.5290 | 0.5286 | 0.5290 | 0.7273 |
247
+ | No log | 6.8772 | 392 | 0.5438 | 0.6068 | 0.5438 | 0.7374 |
248
+ | No log | 6.9123 | 394 | 0.5355 | 0.5042 | 0.5355 | 0.7318 |
249
+ | No log | 6.9474 | 396 | 0.5347 | 0.5177 | 0.5347 | 0.7312 |
250
+ | No log | 6.9825 | 398 | 0.5339 | 0.4419 | 0.5339 | 0.7307 |
251
+ | No log | 7.0175 | 400 | 0.5451 | 0.3919 | 0.5451 | 0.7383 |
252
+ | No log | 7.0526 | 402 | 0.5683 | 0.4352 | 0.5683 | 0.7538 |
253
+ | No log | 7.0877 | 404 | 0.5528 | 0.4618 | 0.5528 | 0.7435 |
254
+ | No log | 7.1228 | 406 | 0.5306 | 0.4378 | 0.5306 | 0.7285 |
255
+ | No log | 7.1579 | 408 | 0.5275 | 0.5246 | 0.5275 | 0.7263 |
256
+ | No log | 7.1930 | 410 | 0.5305 | 0.5028 | 0.5305 | 0.7284 |
257
+ | No log | 7.2281 | 412 | 0.5312 | 0.4960 | 0.5312 | 0.7289 |
258
+ | No log | 7.2632 | 414 | 0.5353 | 0.5283 | 0.5353 | 0.7316 |
259
+ | No log | 7.2982 | 416 | 0.5314 | 0.5189 | 0.5314 | 0.7289 |
260
+ | No log | 7.3333 | 418 | 0.5223 | 0.6215 | 0.5223 | 0.7227 |
261
+ | No log | 7.3684 | 420 | 0.5286 | 0.4795 | 0.5286 | 0.7270 |
262
+ | No log | 7.4035 | 422 | 0.5276 | 0.4642 | 0.5276 | 0.7264 |
263
+ | No log | 7.4386 | 424 | 0.5195 | 0.6125 | 0.5195 | 0.7207 |
264
+ | No log | 7.4737 | 426 | 0.5708 | 0.5046 | 0.5708 | 0.7555 |
265
+ | No log | 7.5088 | 428 | 0.6119 | 0.5031 | 0.6119 | 0.7822 |
266
+ | No log | 7.5439 | 430 | 0.5968 | 0.4756 | 0.5968 | 0.7725 |
267
+ | No log | 7.5789 | 432 | 0.5465 | 0.5574 | 0.5465 | 0.7393 |
268
+ | No log | 7.6140 | 434 | 0.5300 | 0.5248 | 0.5300 | 0.7280 |
269
+ | No log | 7.6491 | 436 | 0.5353 | 0.4983 | 0.5353 | 0.7316 |
270
+ | No log | 7.6842 | 438 | 0.5342 | 0.5003 | 0.5342 | 0.7309 |
271
+ | No log | 7.7193 | 440 | 0.5387 | 0.5885 | 0.5387 | 0.7340 |
272
+ | No log | 7.7544 | 442 | 0.5506 | 0.5649 | 0.5506 | 0.7420 |
273
+ | No log | 7.7895 | 444 | 0.5696 | 0.5352 | 0.5696 | 0.7548 |
274
+ | No log | 7.8246 | 446 | 0.5850 | 0.5498 | 0.5850 | 0.7649 |
275
+ | No log | 7.8596 | 448 | 0.5513 | 0.6295 | 0.5513 | 0.7425 |
276
+ | No log | 7.8947 | 450 | 0.5260 | 0.5232 | 0.5260 | 0.7252 |
277
+ | No log | 7.9298 | 452 | 0.5393 | 0.5345 | 0.5393 | 0.7344 |
278
+ | No log | 7.9649 | 454 | 0.5344 | 0.5056 | 0.5344 | 0.7310 |
279
+ | No log | 8.0 | 456 | 0.5403 | 0.4634 | 0.5403 | 0.7350 |
280
+ | No log | 8.0351 | 458 | 0.5994 | 0.4237 | 0.5994 | 0.7742 |
281
+ | No log | 8.0702 | 460 | 0.6717 | 0.3783 | 0.6717 | 0.8196 |
282
+ | No log | 8.1053 | 462 | 0.6546 | 0.4289 | 0.6546 | 0.8091 |
283
+ | No log | 8.1404 | 464 | 0.5764 | 0.5010 | 0.5764 | 0.7592 |
284
+ | No log | 8.1754 | 466 | 0.5353 | 0.4837 | 0.5353 | 0.7316 |
285
+ | No log | 8.2105 | 468 | 0.5634 | 0.4835 | 0.5634 | 0.7506 |
286
+ | No log | 8.2456 | 470 | 0.5780 | 0.4835 | 0.5780 | 0.7602 |
287
+ | No log | 8.2807 | 472 | 0.5540 | 0.4270 | 0.5540 | 0.7443 |
288
+ | No log | 8.3158 | 474 | 0.5374 | 0.4437 | 0.5374 | 0.7331 |
289
+ | No log | 8.3509 | 476 | 0.5362 | 0.4437 | 0.5362 | 0.7323 |
290
+ | No log | 8.3860 | 478 | 0.5425 | 0.4437 | 0.5425 | 0.7366 |
291
+ | No log | 8.4211 | 480 | 0.5481 | 0.4534 | 0.5481 | 0.7403 |
292
+ | No log | 8.4561 | 482 | 0.5615 | 0.4911 | 0.5615 | 0.7493 |
293
+ | No log | 8.4912 | 484 | 0.5435 | 0.5086 | 0.5435 | 0.7372 |
294
+ | No log | 8.5263 | 486 | 0.5273 | 0.4945 | 0.5273 | 0.7262 |
295
+ | No log | 8.5614 | 488 | 0.5190 | 0.5498 | 0.5190 | 0.7204 |
296
+ | No log | 8.5965 | 490 | 0.5078 | 0.6082 | 0.5078 | 0.7126 |
297
+ | No log | 8.6316 | 492 | 0.5031 | 0.6518 | 0.5031 | 0.7093 |
298
+ | No log | 8.6667 | 494 | 0.5026 | 0.6518 | 0.5026 | 0.7090 |
299
+ | No log | 8.7018 | 496 | 0.5012 | 0.6518 | 0.5012 | 0.7079 |
300
+ | No log | 8.7368 | 498 | 0.5017 | 0.5995 | 0.5017 | 0.7083 |
301
+ | 0.3285 | 8.7719 | 500 | 0.5110 | 0.5142 | 0.5110 | 0.7148 |
302
+ | 0.3285 | 8.8070 | 502 | 0.5117 | 0.4681 | 0.5117 | 0.7153 |
303
+ | 0.3285 | 8.8421 | 504 | 0.5103 | 0.5307 | 0.5103 | 0.7144 |
304
+ | 0.3285 | 8.8772 | 506 | 0.5098 | 0.5752 | 0.5098 | 0.7140 |
305
+ | 0.3285 | 8.9123 | 508 | 0.5019 | 0.6129 | 0.5019 | 0.7084 |
306
+ | 0.3285 | 8.9474 | 510 | 0.5039 | 0.6359 | 0.5039 | 0.7099 |
307
+ | 0.3285 | 8.9825 | 512 | 0.5034 | 0.6286 | 0.5034 | 0.7095 |
308
+ | 0.3285 | 9.0175 | 514 | 0.5021 | 0.6518 | 0.5021 | 0.7086 |
309
+ | 0.3285 | 9.0526 | 516 | 0.5193 | 0.5741 | 0.5193 | 0.7207 |
310
+ | 0.3285 | 9.0877 | 518 | 0.5045 | 0.5708 | 0.5045 | 0.7103 |
311
+ | 0.3285 | 9.1228 | 520 | 0.4941 | 0.5882 | 0.4941 | 0.7029 |
312
+ | 0.3285 | 9.1579 | 522 | 0.5163 | 0.5017 | 0.5163 | 0.7186 |
313
+ | 0.3285 | 9.1930 | 524 | 0.5483 | 0.4753 | 0.5483 | 0.7404 |
314
+ | 0.3285 | 9.2281 | 526 | 0.5304 | 0.4753 | 0.5304 | 0.7283 |
315
+ | 0.3285 | 9.2632 | 528 | 0.4969 | 0.5209 | 0.4969 | 0.7049 |
316
+ | 0.3285 | 9.2982 | 530 | 0.4929 | 0.5605 | 0.4929 | 0.7021 |
317
+ | 0.3285 | 9.3333 | 532 | 0.4943 | 0.5208 | 0.4943 | 0.7031 |
318
+ | 0.3285 | 9.3684 | 534 | 0.4969 | 0.4970 | 0.4969 | 0.7049 |
319
+ | 0.3285 | 9.4035 | 536 | 0.4995 | 0.5782 | 0.4995 | 0.7068 |
320
+ | 0.3285 | 9.4386 | 538 | 0.5157 | 0.5861 | 0.5157 | 0.7181 |
321
+ | 0.3285 | 9.4737 | 540 | 0.5231 | 0.5796 | 0.5231 | 0.7233 |
322
+ | 0.3285 | 9.5088 | 542 | 0.5159 | 0.5796 | 0.5159 | 0.7183 |
323
+ | 0.3285 | 9.5439 | 544 | 0.5441 | 0.5721 | 0.5441 | 0.7376 |
324
+ | 0.3285 | 9.5789 | 546 | 0.5597 | 0.5313 | 0.5597 | 0.7482 |
325
+ | 0.3285 | 9.6140 | 548 | 0.5149 | 0.5495 | 0.5149 | 0.7175 |
326
+ | 0.3285 | 9.6491 | 550 | 0.5141 | 0.5455 | 0.5141 | 0.7170 |
327
+ | 0.3285 | 9.6842 | 552 | 0.5855 | 0.4602 | 0.5855 | 0.7652 |
328
+ | 0.3285 | 9.7193 | 554 | 0.6102 | 0.4576 | 0.6102 | 0.7812 |
329
+ | 0.3285 | 9.7544 | 556 | 0.5799 | 0.4576 | 0.5799 | 0.7615 |
330
+ | 0.3285 | 9.7895 | 558 | 0.5762 | 0.4479 | 0.5762 | 0.7591 |
331
+ | 0.3285 | 9.8246 | 560 | 0.5573 | 0.4479 | 0.5573 | 0.7465 |
332
 
333
 
334
  ### Framework versions
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