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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_task3_organization

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@@ -4,20 +4,20 @@ 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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k13_task3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k13_task3_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: 0.8643
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- - Qwk: 0.0024
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- - Mse: 0.8643
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  - Rmse: 0.9297
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  ## Model description
@@ -49,262 +49,266 @@ 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 | 0.0299 | 2 | 4.0465 | 0.0017 | 4.0465 | 2.0116 |
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- | No log | 0.0597 | 4 | 2.3142 | -0.0121 | 2.3142 | 1.5212 |
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- | No log | 0.0896 | 6 | 1.2283 | -0.0479 | 1.2283 | 1.1083 |
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- | No log | 0.1194 | 8 | 1.0257 | -0.0182 | 1.0257 | 1.0128 |
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- | No log | 0.1493 | 10 | 0.7570 | -0.0069 | 0.7570 | 0.8701 |
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- | No log | 0.1791 | 12 | 0.7473 | -0.0101 | 0.7473 | 0.8645 |
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- | No log | 0.2090 | 14 | 1.0177 | 0.0941 | 1.0177 | 1.0088 |
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- | No log | 0.2388 | 16 | 1.0808 | -0.0101 | 1.0808 | 1.0396 |
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- | No log | 0.2687 | 18 | 0.9290 | -0.0916 | 0.9290 | 0.9638 |
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- | No log | 0.2985 | 20 | 0.9126 | -0.0101 | 0.9126 | 0.9553 |
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- | No log | 0.3284 | 22 | 0.7700 | 0.0225 | 0.7700 | 0.8775 |
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- | No log | 0.3582 | 24 | 0.7559 | -0.1220 | 0.7559 | 0.8694 |
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- | No log | 0.3881 | 26 | 0.8147 | -0.0695 | 0.8147 | 0.9026 |
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- | No log | 0.4179 | 28 | 0.7532 | 0.1047 | 0.7532 | 0.8678 |
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- | No log | 0.4478 | 30 | 1.1090 | 0.1056 | 1.1090 | 1.0531 |
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- | No log | 0.4776 | 32 | 1.7201 | 0.1410 | 1.7201 | 1.3115 |
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- | No log | 0.5075 | 34 | 1.2705 | 0.1117 | 1.2705 | 1.1272 |
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- | No log | 0.5373 | 36 | 0.8310 | 0.0755 | 0.8310 | 0.9116 |
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- | No log | 0.5672 | 38 | 0.9020 | -0.0408 | 0.9020 | 0.9497 |
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- | No log | 0.5970 | 40 | 0.7543 | 0.0909 | 0.7543 | 0.8685 |
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- | No log | 0.6269 | 42 | 0.7371 | -0.0033 | 0.7371 | 0.8586 |
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- | No log | 0.6567 | 44 | 0.8908 | 0.0071 | 0.8908 | 0.9438 |
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- | No log | 0.6866 | 46 | 0.9498 | -0.0842 | 0.9498 | 0.9746 |
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- | No log | 0.7164 | 48 | 0.8543 | 0.0129 | 0.8543 | 0.9243 |
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- | No log | 0.7463 | 50 | 0.8355 | 0.0863 | 0.8355 | 0.9141 |
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- | No log | 0.7761 | 52 | 0.9181 | -0.0266 | 0.9181 | 0.9582 |
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- | No log | 0.8060 | 54 | 1.0221 | 0.0095 | 1.0221 | 1.0110 |
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- | No log | 0.8358 | 56 | 1.1176 | 0.0710 | 1.1176 | 1.0572 |
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- | No log | 0.8657 | 58 | 1.0736 | 0.1730 | 1.0736 | 1.0362 |
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- | No log | 0.8955 | 60 | 1.5270 | 0.0576 | 1.5270 | 1.2357 |
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- | No log | 0.9254 | 62 | 1.8535 | 0.0338 | 1.8535 | 1.3614 |
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- | No log | 0.9552 | 64 | 1.0443 | 0.2010 | 1.0443 | 1.0219 |
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- | No log | 0.9851 | 66 | 0.9294 | 0.2212 | 0.9294 | 0.9641 |
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- | No log | 1.0149 | 68 | 0.9169 | 0.1880 | 0.9169 | 0.9576 |
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- | No log | 1.0448 | 70 | 0.8347 | 0.2239 | 0.8347 | 0.9136 |
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- | No log | 1.0746 | 72 | 0.9809 | 0.1573 | 0.9809 | 0.9904 |
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- | No log | 1.1045 | 74 | 1.2187 | 0.0011 | 1.2187 | 1.1039 |
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- | No log | 1.1343 | 76 | 1.2252 | 0.1017 | 1.2252 | 1.1069 |
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- | No log | 1.1642 | 78 | 0.9666 | 0.1684 | 0.9666 | 0.9831 |
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- | No log | 1.1940 | 80 | 1.3519 | 0.1119 | 1.3519 | 1.1627 |
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- | No log | 1.2239 | 82 | 1.2206 | 0.0287 | 1.2206 | 1.1048 |
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- | No log | 1.2537 | 84 | 0.9626 | 0.1426 | 0.9626 | 0.9811 |
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- | No log | 1.2836 | 86 | 1.4198 | 0.0339 | 1.4198 | 1.1916 |
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- | No log | 1.3134 | 88 | 1.3032 | 0.0328 | 1.3032 | 1.1416 |
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- | No log | 1.3433 | 90 | 0.9009 | 0.1555 | 0.9009 | 0.9492 |
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- | No log | 1.3731 | 92 | 0.8761 | 0.1624 | 0.8761 | 0.9360 |
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- | No log | 1.4030 | 94 | 0.9041 | 0.0709 | 0.9041 | 0.9508 |
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- | No log | 1.4328 | 96 | 1.0012 | 0.0612 | 1.0012 | 1.0006 |
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- | No log | 1.4627 | 98 | 0.9336 | 0.0215 | 0.9336 | 0.9662 |
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- | No log | 1.4925 | 100 | 0.9818 | -0.0137 | 0.9818 | 0.9909 |
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- | No log | 1.5224 | 102 | 1.3984 | 0.1118 | 1.3984 | 1.1825 |
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- | No log | 1.5522 | 104 | 1.3210 | 0.1144 | 1.3210 | 1.1493 |
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- | No log | 1.5821 | 106 | 0.9555 | 0.0943 | 0.9555 | 0.9775 |
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- | No log | 1.6119 | 108 | 1.0956 | 0.0741 | 1.0956 | 1.0467 |
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- | No log | 1.6418 | 110 | 1.2430 | 0.0825 | 1.2430 | 1.1149 |
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- | No log | 1.6716 | 112 | 1.1099 | 0.0715 | 1.1099 | 1.0535 |
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- | No log | 1.7015 | 114 | 0.9107 | 0.2783 | 0.9107 | 0.9543 |
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- | No log | 1.7313 | 116 | 1.3996 | 0.0578 | 1.3996 | 1.1830 |
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- | No log | 1.7612 | 118 | 1.2707 | 0.0480 | 1.2707 | 1.1273 |
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- | No log | 1.7910 | 120 | 0.9281 | 0.2574 | 0.9281 | 0.9634 |
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- | No log | 1.8209 | 122 | 1.3569 | 0.1022 | 1.3569 | 1.1649 |
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- | No log | 1.8507 | 124 | 1.4798 | 0.0630 | 1.4798 | 1.2165 |
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- | No log | 1.8806 | 126 | 1.2602 | 0.0817 | 1.2602 | 1.1226 |
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- | No log | 1.9104 | 128 | 0.8601 | -0.0409 | 0.8601 | 0.9274 |
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- | No log | 1.9403 | 130 | 0.8865 | 0.1065 | 0.8865 | 0.9415 |
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- | No log | 1.9701 | 132 | 0.8663 | 0.1064 | 0.8663 | 0.9307 |
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- | No log | 2.0 | 134 | 0.7601 | 0.0257 | 0.7601 | 0.8718 |
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- | No log | 2.0299 | 136 | 0.7945 | 0.0081 | 0.7945 | 0.8913 |
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- | No log | 2.0597 | 138 | 0.8214 | 0.0106 | 0.8214 | 0.9063 |
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- | No log | 2.0896 | 140 | 0.7706 | -0.0056 | 0.7706 | 0.8778 |
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- | No log | 2.1194 | 142 | 0.8932 | 0.1484 | 0.8932 | 0.9451 |
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- | No log | 2.1493 | 144 | 1.0475 | 0.0451 | 1.0475 | 1.0235 |
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- | No log | 2.1791 | 146 | 0.8699 | 0.1188 | 0.8699 | 0.9327 |
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- | No log | 2.2090 | 148 | 0.8657 | 0.0559 | 0.8657 | 0.9304 |
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- | No log | 2.2388 | 150 | 1.0413 | 0.0762 | 1.0413 | 1.0204 |
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- | No log | 2.2687 | 152 | 1.0210 | 0.0752 | 1.0210 | 1.0104 |
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- | No log | 2.2985 | 154 | 0.9522 | 0.1990 | 0.9522 | 0.9758 |
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- | No log | 2.3284 | 156 | 0.8289 | -0.0200 | 0.8289 | 0.9105 |
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- | No log | 2.3582 | 158 | 0.9333 | 0.0793 | 0.9333 | 0.9661 |
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- | No log | 2.3881 | 160 | 0.8227 | 0.0588 | 0.8227 | 0.9070 |
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- | No log | 2.4179 | 162 | 0.8002 | 0.0474 | 0.8002 | 0.8945 |
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- | No log | 2.4478 | 164 | 0.7790 | 0.0376 | 0.7790 | 0.8826 |
134
- | No log | 2.4776 | 166 | 0.7849 | -0.0138 | 0.7849 | 0.8860 |
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- | No log | 2.5075 | 168 | 0.8079 | -0.0230 | 0.8079 | 0.8988 |
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- | No log | 2.5373 | 170 | 0.8615 | 0.0109 | 0.8615 | 0.9282 |
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- | No log | 2.5672 | 172 | 0.8189 | 0.0670 | 0.8189 | 0.9050 |
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- | No log | 2.5970 | 174 | 0.9469 | 0.1684 | 0.9469 | 0.9731 |
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- | No log | 2.6269 | 176 | 0.9970 | 0.2037 | 0.9970 | 0.9985 |
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- | No log | 2.6567 | 178 | 0.8178 | 0.0488 | 0.8178 | 0.9043 |
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- | No log | 2.6866 | 180 | 0.8853 | 0.1542 | 0.8853 | 0.9409 |
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- | No log | 2.7164 | 182 | 1.0176 | 0.1149 | 1.0176 | 1.0088 |
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- | No log | 2.7463 | 184 | 0.8477 | 0.1399 | 0.8477 | 0.9207 |
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- | No log | 2.7761 | 186 | 0.7445 | -0.0163 | 0.7445 | 0.8628 |
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- | No log | 2.8060 | 188 | 0.7402 | 0.0884 | 0.7402 | 0.8603 |
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- | No log | 2.8358 | 190 | 0.7358 | 0.0884 | 0.7358 | 0.8578 |
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- | No log | 2.8657 | 192 | 0.7741 | 0.0205 | 0.7741 | 0.8798 |
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- | No log | 2.8955 | 194 | 0.7961 | 0.0840 | 0.7961 | 0.8922 |
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- | No log | 2.9254 | 196 | 0.8294 | 0.1168 | 0.8294 | 0.9107 |
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- | No log | 2.9552 | 198 | 0.8954 | 0.1559 | 0.8954 | 0.9463 |
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- | No log | 2.9851 | 200 | 0.9474 | 0.1246 | 0.9474 | 0.9734 |
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- | No log | 3.0149 | 202 | 0.9533 | 0.1551 | 0.9533 | 0.9764 |
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- | No log | 3.0448 | 204 | 0.9032 | 0.0972 | 0.9032 | 0.9504 |
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- | No log | 3.0746 | 206 | 0.8103 | 0.1179 | 0.8103 | 0.9002 |
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- | No log | 3.1045 | 208 | 0.7891 | 0.0840 | 0.7891 | 0.8883 |
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- | No log | 3.1343 | 210 | 0.7895 | 0.0804 | 0.7895 | 0.8885 |
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- | No log | 3.1642 | 212 | 0.8204 | 0.1047 | 0.8204 | 0.9058 |
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- | No log | 3.1940 | 214 | 0.7945 | 0.0810 | 0.7945 | 0.8914 |
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- | No log | 3.2239 | 216 | 0.8183 | -0.0238 | 0.8183 | 0.9046 |
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- | No log | 3.2537 | 218 | 0.8754 | -0.0543 | 0.8754 | 0.9356 |
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- | No log | 3.2836 | 220 | 0.8909 | -0.0558 | 0.8909 | 0.9439 |
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- | No log | 3.3134 | 222 | 0.8136 | -0.0354 | 0.8136 | 0.9020 |
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- | No log | 3.3433 | 224 | 0.8144 | 0.1541 | 0.8144 | 0.9024 |
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- | No log | 3.3731 | 226 | 0.8019 | 0.0053 | 0.8019 | 0.8955 |
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- | No log | 3.4030 | 228 | 0.7980 | -0.0329 | 0.7980 | 0.8933 |
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- | No log | 3.4328 | 230 | 0.7684 | -0.0488 | 0.7684 | 0.8766 |
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- | No log | 3.4627 | 232 | 0.8644 | 0.0805 | 0.8644 | 0.9297 |
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- | No log | 3.4925 | 234 | 0.9282 | 0.0392 | 0.9282 | 0.9634 |
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- | No log | 3.5224 | 236 | 0.9043 | 0.0702 | 0.9043 | 0.9510 |
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- | No log | 3.5522 | 238 | 0.9374 | 0.1209 | 0.9374 | 0.9682 |
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- | No log | 3.5821 | 240 | 0.9248 | 0.1281 | 0.9248 | 0.9617 |
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- | No log | 3.6119 | 242 | 0.9194 | 0.0281 | 0.9194 | 0.9589 |
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- | No log | 3.6418 | 244 | 0.8361 | 0.0501 | 0.8361 | 0.9144 |
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- | No log | 3.6716 | 246 | 0.8515 | 0.0043 | 0.8515 | 0.9228 |
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- | No log | 3.7015 | 248 | 0.9698 | 0.0537 | 0.9698 | 0.9848 |
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- | No log | 3.7313 | 250 | 0.8748 | 0.0071 | 0.8748 | 0.9353 |
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- | No log | 3.7612 | 252 | 0.8168 | -0.0051 | 0.8168 | 0.9038 |
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- | No log | 3.7910 | 254 | 0.9091 | 0.0998 | 0.9091 | 0.9535 |
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- | No log | 3.8209 | 256 | 0.9800 | 0.1005 | 0.9800 | 0.9899 |
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- | No log | 3.8507 | 258 | 0.8836 | 0.1090 | 0.8836 | 0.9400 |
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- | No log | 3.8806 | 260 | 0.8625 | 0.0448 | 0.8625 | 0.9287 |
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- | No log | 3.9104 | 262 | 0.8761 | 0.0378 | 0.8761 | 0.9360 |
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- | No log | 3.9403 | 264 | 0.8036 | 0.0562 | 0.8036 | 0.8964 |
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- | No log | 3.9701 | 266 | 0.8681 | 0.0285 | 0.8681 | 0.9317 |
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- | No log | 4.0 | 268 | 0.9015 | 0.0303 | 0.9015 | 0.9495 |
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- | No log | 4.0299 | 270 | 0.7863 | -0.0329 | 0.7863 | 0.8868 |
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- | No log | 4.0597 | 272 | 0.7854 | 0.1001 | 0.7854 | 0.8862 |
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- | No log | 4.0896 | 274 | 0.8372 | 0.1605 | 0.8372 | 0.9150 |
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- | No log | 4.1194 | 276 | 0.7555 | 0.1047 | 0.7555 | 0.8692 |
190
- | No log | 4.1493 | 278 | 0.7417 | -0.0493 | 0.7417 | 0.8612 |
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- | No log | 4.1791 | 280 | 0.7889 | -0.0849 | 0.7889 | 0.8882 |
192
- | No log | 4.2090 | 282 | 0.7615 | -0.0958 | 0.7615 | 0.8726 |
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- | No log | 4.2388 | 284 | 0.7912 | 0.1143 | 0.7912 | 0.8895 |
194
- | No log | 4.2687 | 286 | 0.8296 | 0.1050 | 0.8296 | 0.9108 |
195
- | No log | 4.2985 | 288 | 0.8310 | 0.1415 | 0.8310 | 0.9116 |
196
- | No log | 4.3284 | 290 | 0.8225 | -0.0051 | 0.8225 | 0.9069 |
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- | No log | 4.3582 | 292 | 0.8549 | -0.1009 | 0.8549 | 0.9246 |
198
- | No log | 4.3881 | 294 | 0.8455 | -0.0647 | 0.8455 | 0.9195 |
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- | No log | 4.4179 | 296 | 0.7893 | 0.0028 | 0.7893 | 0.8884 |
200
- | No log | 4.4478 | 298 | 0.7611 | 0.0394 | 0.7611 | 0.8724 |
201
- | No log | 4.4776 | 300 | 0.7779 | 0.1541 | 0.7779 | 0.8820 |
202
- | No log | 4.5075 | 302 | 0.8027 | 0.0798 | 0.8027 | 0.8959 |
203
- | No log | 4.5373 | 304 | 0.8769 | 0.0955 | 0.8769 | 0.9364 |
204
- | No log | 4.5672 | 306 | 0.9344 | 0.0589 | 0.9344 | 0.9666 |
205
- | No log | 4.5970 | 308 | 0.9474 | 0.0897 | 0.9474 | 0.9733 |
206
- | No log | 4.6269 | 310 | 0.9259 | 0.1586 | 0.9259 | 0.9622 |
207
- | No log | 4.6567 | 312 | 0.8980 | 0.1212 | 0.8980 | 0.9476 |
208
- | No log | 4.6866 | 314 | 0.8419 | 0.0361 | 0.8419 | 0.9175 |
209
- | No log | 4.7164 | 316 | 0.8546 | 0.0016 | 0.8546 | 0.9244 |
210
- | No log | 4.7463 | 318 | 0.9919 | 0.1222 | 0.9919 | 0.9960 |
211
- | No log | 4.7761 | 320 | 0.9346 | 0.0988 | 0.9346 | 0.9668 |
212
- | No log | 4.8060 | 322 | 0.7800 | 0.0071 | 0.7800 | 0.8832 |
213
- | No log | 4.8358 | 324 | 0.7931 | 0.0129 | 0.7931 | 0.8906 |
214
- | No log | 4.8657 | 326 | 0.8655 | 0.1785 | 0.8655 | 0.9303 |
215
- | No log | 4.8955 | 328 | 0.8130 | 0.1035 | 0.8130 | 0.9017 |
216
- | No log | 4.9254 | 330 | 0.7805 | 0.0768 | 0.7805 | 0.8835 |
217
- | No log | 4.9552 | 332 | 0.9216 | 0.0016 | 0.9216 | 0.9600 |
218
- | No log | 4.9851 | 334 | 0.9023 | -0.0279 | 0.9023 | 0.9499 |
219
- | No log | 5.0149 | 336 | 0.8649 | -0.0076 | 0.8649 | 0.9300 |
220
- | No log | 5.0448 | 338 | 0.8714 | -0.0634 | 0.8714 | 0.9335 |
221
- | No log | 5.0746 | 340 | 0.8272 | -0.0705 | 0.8272 | 0.9095 |
222
- | No log | 5.1045 | 342 | 0.7502 | 0.0436 | 0.7502 | 0.8661 |
223
- | No log | 5.1343 | 344 | 0.8075 | 0.0512 | 0.8075 | 0.8986 |
224
- | No log | 5.1642 | 346 | 0.9045 | 0.0362 | 0.9045 | 0.9510 |
225
- | No log | 5.1940 | 348 | 0.8805 | 0.0727 | 0.8805 | 0.9383 |
226
- | No log | 5.2239 | 350 | 0.7711 | 0.0909 | 0.7711 | 0.8781 |
227
- | No log | 5.2537 | 352 | 0.8250 | -0.0300 | 0.8250 | 0.9083 |
228
- | No log | 5.2836 | 354 | 0.8309 | -0.0774 | 0.8309 | 0.9116 |
229
- | No log | 5.3134 | 356 | 0.8454 | 0.0149 | 0.8454 | 0.9195 |
230
- | No log | 5.3433 | 358 | 0.9316 | 0.1385 | 0.9316 | 0.9652 |
231
- | No log | 5.3731 | 360 | 0.8779 | 0.0831 | 0.8779 | 0.9370 |
232
- | No log | 5.4030 | 362 | 0.8285 | 0.0476 | 0.8285 | 0.9102 |
233
- | No log | 5.4328 | 364 | 0.7544 | 0.0759 | 0.7544 | 0.8686 |
234
- | No log | 5.4627 | 366 | 0.7385 | 0.0922 | 0.7385 | 0.8594 |
235
- | No log | 5.4925 | 368 | 0.7252 | 0.0030 | 0.7252 | 0.8516 |
236
- | No log | 5.5224 | 370 | 0.6950 | 0.0374 | 0.6950 | 0.8337 |
237
- | No log | 5.5522 | 372 | 0.7385 | 0.0953 | 0.7385 | 0.8593 |
238
- | No log | 5.5821 | 374 | 0.8698 | 0.1106 | 0.8698 | 0.9326 |
239
- | No log | 5.6119 | 376 | 0.8202 | 0.1106 | 0.8202 | 0.9057 |
240
- | No log | 5.6418 | 378 | 0.7388 | 0.0341 | 0.7388 | 0.8595 |
241
- | No log | 5.6716 | 380 | 0.8621 | 0.0007 | 0.8621 | 0.9285 |
242
- | No log | 5.7015 | 382 | 0.9391 | 0.0431 | 0.9391 | 0.9691 |
243
- | No log | 5.7313 | 384 | 0.8244 | -0.0581 | 0.8244 | 0.9079 |
244
- | No log | 5.7612 | 386 | 0.7823 | 0.1485 | 0.7823 | 0.8845 |
245
- | No log | 5.7910 | 388 | 0.9251 | 0.1542 | 0.9251 | 0.9618 |
246
- | No log | 5.8209 | 390 | 0.8594 | 0.1646 | 0.8594 | 0.9270 |
247
- | No log | 5.8507 | 392 | 0.7233 | 0.0759 | 0.7233 | 0.8505 |
248
- | No log | 5.8806 | 394 | 0.7821 | -0.0750 | 0.7821 | 0.8843 |
249
- | No log | 5.9104 | 396 | 0.9538 | 0.0007 | 0.9538 | 0.9767 |
250
- | No log | 5.9403 | 398 | 0.9590 | -0.0322 | 0.9590 | 0.9793 |
251
- | No log | 5.9701 | 400 | 0.8343 | -0.0339 | 0.8343 | 0.9134 |
252
- | No log | 6.0 | 402 | 0.8110 | 0.1144 | 0.8110 | 0.9006 |
253
- | No log | 6.0299 | 404 | 0.8228 | 0.2604 | 0.8228 | 0.9071 |
254
- | No log | 6.0597 | 406 | 0.7893 | 0.0357 | 0.7893 | 0.8884 |
255
- | No log | 6.0896 | 408 | 0.7825 | -0.0054 | 0.7825 | 0.8846 |
256
- | No log | 6.1194 | 410 | 0.8331 | -0.0334 | 0.8331 | 0.9127 |
257
- | No log | 6.1493 | 412 | 0.8329 | -0.0370 | 0.8329 | 0.9126 |
258
- | No log | 6.1791 | 414 | 0.7895 | 0.0428 | 0.7895 | 0.8885 |
259
- | No log | 6.2090 | 416 | 0.7906 | 0.0303 | 0.7906 | 0.8891 |
260
- | No log | 6.2388 | 418 | 0.8197 | 0.0633 | 0.8197 | 0.9054 |
261
- | No log | 6.2687 | 420 | 0.8409 | -0.0079 | 0.8409 | 0.9170 |
262
- | No log | 6.2985 | 422 | 0.8352 | -0.0054 | 0.8352 | 0.9139 |
263
- | No log | 6.3284 | 424 | 0.8137 | 0.0428 | 0.8137 | 0.9020 |
264
- | No log | 6.3582 | 426 | 0.7797 | -0.0103 | 0.7797 | 0.8830 |
265
- | No log | 6.3881 | 428 | 0.7498 | 0.1096 | 0.7498 | 0.8659 |
266
- | No log | 6.4179 | 430 | 0.7682 | 0.1565 | 0.7682 | 0.8765 |
267
- | No log | 6.4478 | 432 | 0.7815 | 0.1094 | 0.7815 | 0.8840 |
268
- | No log | 6.4776 | 434 | 0.8094 | 0.0679 | 0.8094 | 0.8997 |
269
- | No log | 6.5075 | 436 | 0.8247 | 0.1136 | 0.8247 | 0.9081 |
270
- | No log | 6.5373 | 438 | 0.8338 | 0.1225 | 0.8338 | 0.9131 |
271
- | No log | 6.5672 | 440 | 0.9035 | 0.1145 | 0.9035 | 0.9505 |
272
- | No log | 6.5970 | 442 | 0.8683 | 0.0810 | 0.8683 | 0.9318 |
273
- | No log | 6.6269 | 444 | 0.8118 | 0.0670 | 0.8118 | 0.9010 |
274
- | No log | 6.6567 | 446 | 0.8226 | 0.0670 | 0.8226 | 0.9070 |
275
- | No log | 6.6866 | 448 | 0.8145 | 0.0277 | 0.8145 | 0.9025 |
276
- | No log | 6.7164 | 450 | 0.8046 | 0.0393 | 0.8046 | 0.8970 |
277
- | No log | 6.7463 | 452 | 0.8345 | 0.0268 | 0.8345 | 0.9135 |
278
- | No log | 6.7761 | 454 | 0.7744 | -0.0350 | 0.7744 | 0.8800 |
279
- | No log | 6.8060 | 456 | 0.7241 | 0.1379 | 0.7241 | 0.8509 |
280
- | No log | 6.8358 | 458 | 0.7282 | 0.1259 | 0.7282 | 0.8534 |
281
- | No log | 6.8657 | 460 | 0.7411 | 0.0768 | 0.7411 | 0.8609 |
282
- | No log | 6.8955 | 462 | 0.7661 | 0.0549 | 0.7661 | 0.8753 |
283
- | No log | 6.9254 | 464 | 0.7989 | 0.0867 | 0.7989 | 0.8938 |
284
- | No log | 6.9552 | 466 | 0.7790 | 0.0512 | 0.7790 | 0.8826 |
285
- | No log | 6.9851 | 468 | 0.7483 | -0.1121 | 0.7483 | 0.8650 |
286
- | No log | 7.0149 | 470 | 0.7681 | -0.0027 | 0.7681 | 0.8764 |
287
- | No log | 7.0448 | 472 | 0.7984 | 0.0141 | 0.7984 | 0.8936 |
288
- | No log | 7.0746 | 474 | 0.7846 | 0.0081 | 0.7846 | 0.8858 |
289
- | No log | 7.1045 | 476 | 0.7599 | -0.0029 | 0.7599 | 0.8717 |
290
- | No log | 7.1343 | 478 | 0.7515 | -0.0264 | 0.7515 | 0.8669 |
291
- | No log | 7.1642 | 480 | 0.7784 | 0.0512 | 0.7784 | 0.8823 |
292
- | No log | 7.1940 | 482 | 0.7815 | -0.0170 | 0.7815 | 0.8840 |
293
- | No log | 7.2239 | 484 | 0.8026 | -0.0446 | 0.8026 | 0.8959 |
294
- | No log | 7.2537 | 486 | 0.7949 | -0.0532 | 0.7949 | 0.8916 |
295
- | No log | 7.2836 | 488 | 0.7980 | -0.0082 | 0.7980 | 0.8933 |
296
- | No log | 7.3134 | 490 | 0.7926 | -0.0082 | 0.7926 | 0.8903 |
297
- | No log | 7.3433 | 492 | 0.7913 | -0.0870 | 0.7913 | 0.8896 |
298
- | No log | 7.3731 | 494 | 0.8551 | 0.0303 | 0.8551 | 0.9247 |
299
- | No log | 7.4030 | 496 | 0.8710 | 0.0350 | 0.8710 | 0.9333 |
300
- | No log | 7.4328 | 498 | 0.8048 | -0.1270 | 0.8048 | 0.8971 |
301
- | 0.3191 | 7.4627 | 500 | 0.8212 | 0.1049 | 0.8212 | 0.9062 |
302
- | 0.3191 | 7.4925 | 502 | 0.8776 | 0.1646 | 0.8776 | 0.9368 |
303
- | 0.3191 | 7.5224 | 504 | 0.8192 | 0.0549 | 0.8192 | 0.9051 |
304
- | 0.3191 | 7.5522 | 506 | 0.8248 | -0.0293 | 0.8248 | 0.9082 |
305
- | 0.3191 | 7.5821 | 508 | 0.9345 | -0.0981 | 0.9345 | 0.9667 |
306
- | 0.3191 | 7.6119 | 510 | 0.9094 | -0.0379 | 0.9094 | 0.9536 |
307
- | 0.3191 | 7.6418 | 512 | 0.8643 | 0.0024 | 0.8643 | 0.9297 |
 
 
 
 
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_task3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_task3_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: 0.8644
19
+ - Qwk: -0.0439
20
+ - Mse: 0.8644
21
  - Rmse: 0.9297
22
 
23
  ## Model description
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0278 | 2 | 3.6501 | -0.0058 | 3.6501 | 1.9105 |
53
+ | No log | 0.0556 | 4 | 2.3090 | 0.0050 | 2.3090 | 1.5195 |
54
+ | No log | 0.0833 | 6 | 0.8707 | 0.0458 | 0.8707 | 0.9331 |
55
+ | No log | 0.1111 | 8 | 1.1473 | -0.0178 | 1.1473 | 1.0711 |
56
+ | No log | 0.1389 | 10 | 0.9930 | -0.0117 | 0.9930 | 0.9965 |
57
+ | No log | 0.1667 | 12 | 0.8499 | 0.0711 | 0.8499 | 0.9219 |
58
+ | No log | 0.1944 | 14 | 0.9389 | -0.0617 | 0.9389 | 0.9690 |
59
+ | No log | 0.2222 | 16 | 0.9575 | -0.0648 | 0.9575 | 0.9785 |
60
+ | No log | 0.25 | 18 | 0.8074 | 0.0225 | 0.8074 | 0.8986 |
61
+ | No log | 0.2778 | 20 | 0.7492 | -0.0679 | 0.7492 | 0.8656 |
62
+ | No log | 0.3056 | 22 | 0.7508 | 0.0555 | 0.7508 | 0.8665 |
63
+ | No log | 0.3333 | 24 | 0.7760 | 0.0460 | 0.7760 | 0.8809 |
64
+ | No log | 0.3611 | 26 | 0.9794 | -0.0122 | 0.9794 | 0.9896 |
65
+ | No log | 0.3889 | 28 | 1.0713 | -0.0583 | 1.0713 | 1.0350 |
66
+ | No log | 0.4167 | 30 | 0.9275 | -0.2121 | 0.9275 | 0.9631 |
67
+ | No log | 0.4444 | 32 | 0.8920 | -0.1682 | 0.8920 | 0.9445 |
68
+ | No log | 0.4722 | 34 | 0.8047 | 0.0506 | 0.8047 | 0.8970 |
69
+ | No log | 0.5 | 36 | 0.8100 | -0.0949 | 0.8100 | 0.9000 |
70
+ | No log | 0.5278 | 38 | 0.7826 | -0.0274 | 0.7826 | 0.8847 |
71
+ | No log | 0.5556 | 40 | 1.0641 | 0.0134 | 1.0641 | 1.0316 |
72
+ | No log | 0.5833 | 42 | 0.8785 | 0.0562 | 0.8785 | 0.9373 |
73
+ | No log | 0.6111 | 44 | 0.9418 | 0.0964 | 0.9418 | 0.9705 |
74
+ | No log | 0.6389 | 46 | 1.0279 | 0.0326 | 1.0279 | 1.0138 |
75
+ | No log | 0.6667 | 48 | 0.8400 | 0.0690 | 0.8400 | 0.9165 |
76
+ | No log | 0.6944 | 50 | 0.8837 | -0.0861 | 0.8837 | 0.9401 |
77
+ | No log | 0.7222 | 52 | 0.8370 | -0.0373 | 0.8370 | 0.9149 |
78
+ | No log | 0.75 | 54 | 0.8078 | 0.1635 | 0.8078 | 0.8988 |
79
+ | No log | 0.7778 | 56 | 1.0176 | 0.1312 | 1.0176 | 1.0088 |
80
+ | No log | 0.8056 | 58 | 0.9579 | 0.1192 | 0.9579 | 0.9787 |
81
+ | No log | 0.8333 | 60 | 0.8464 | 0.1417 | 0.8464 | 0.9200 |
82
+ | No log | 0.8611 | 62 | 0.8789 | -0.0215 | 0.8789 | 0.9375 |
83
+ | No log | 0.8889 | 64 | 0.8079 | 0.1424 | 0.8079 | 0.8988 |
84
+ | No log | 0.9167 | 66 | 0.7611 | 0.1485 | 0.7611 | 0.8724 |
85
+ | No log | 0.9444 | 68 | 0.7174 | 0.1705 | 0.7174 | 0.8470 |
86
+ | No log | 0.9722 | 70 | 0.7329 | 0.1148 | 0.7329 | 0.8561 |
87
+ | No log | 1.0 | 72 | 0.8614 | -0.0490 | 0.8614 | 0.9281 |
88
+ | No log | 1.0278 | 74 | 0.7964 | 0.0476 | 0.7964 | 0.8924 |
89
+ | No log | 1.0556 | 76 | 0.7970 | 0.2934 | 0.7970 | 0.8928 |
90
+ | No log | 1.0833 | 78 | 0.8844 | 0.2053 | 0.8844 | 0.9404 |
91
+ | No log | 1.1111 | 80 | 1.1242 | 0.0769 | 1.1242 | 1.0603 |
92
+ | No log | 1.1389 | 82 | 1.0367 | 0.1242 | 1.0367 | 1.0182 |
93
+ | No log | 1.1667 | 84 | 1.0239 | 0.0945 | 1.0239 | 1.0119 |
94
+ | No log | 1.1944 | 86 | 1.0741 | 0.1565 | 1.0741 | 1.0364 |
95
+ | No log | 1.2222 | 88 | 0.8950 | 0.0975 | 0.8950 | 0.9461 |
96
+ | No log | 1.25 | 90 | 0.9570 | 0.1465 | 0.9570 | 0.9783 |
97
+ | No log | 1.2778 | 92 | 1.2541 | 0.1256 | 1.2541 | 1.1199 |
98
+ | No log | 1.3056 | 94 | 1.2615 | 0.1226 | 1.2615 | 1.1232 |
99
+ | No log | 1.3333 | 96 | 1.0054 | 0.1243 | 1.0054 | 1.0027 |
100
+ | No log | 1.3611 | 98 | 1.3271 | -0.0272 | 1.3271 | 1.1520 |
101
+ | No log | 1.3889 | 100 | 1.2912 | -0.0323 | 1.2912 | 1.1363 |
102
+ | No log | 1.4167 | 102 | 0.9196 | 0.0509 | 0.9196 | 0.9590 |
103
+ | No log | 1.4444 | 104 | 0.8834 | 0.1132 | 0.8834 | 0.9399 |
104
+ | No log | 1.4722 | 106 | 1.1091 | 0.0980 | 1.1091 | 1.0531 |
105
+ | No log | 1.5 | 108 | 1.2480 | 0.1020 | 1.2480 | 1.1171 |
106
+ | No log | 1.5278 | 110 | 1.0400 | 0.1220 | 1.0400 | 1.0198 |
107
+ | No log | 1.5556 | 112 | 0.9945 | -0.0259 | 0.9945 | 0.9972 |
108
+ | No log | 1.5833 | 114 | 1.5060 | 0.1016 | 1.5060 | 1.2272 |
109
+ | No log | 1.6111 | 116 | 1.4007 | 0.0614 | 1.4007 | 1.1835 |
110
+ | No log | 1.6389 | 118 | 0.9342 | 0.0105 | 0.9342 | 0.9665 |
111
+ | No log | 1.6667 | 120 | 0.9154 | 0.0166 | 0.9154 | 0.9568 |
112
+ | No log | 1.6944 | 122 | 0.9411 | 0.0941 | 0.9411 | 0.9701 |
113
+ | No log | 1.7222 | 124 | 0.8736 | 0.0741 | 0.8736 | 0.9347 |
114
+ | No log | 1.75 | 126 | 0.8742 | 0.0717 | 0.8742 | 0.9350 |
115
+ | No log | 1.7778 | 128 | 0.9071 | 0.0223 | 0.9071 | 0.9524 |
116
+ | No log | 1.8056 | 130 | 0.9740 | 0.1252 | 0.9740 | 0.9869 |
117
+ | No log | 1.8333 | 132 | 0.9572 | 0.0478 | 0.9572 | 0.9784 |
118
+ | No log | 1.8611 | 134 | 0.8899 | 0.1432 | 0.8899 | 0.9433 |
119
+ | No log | 1.8889 | 136 | 0.9164 | 0.0084 | 0.9164 | 0.9573 |
120
+ | No log | 1.9167 | 138 | 1.1875 | 0.1274 | 1.1875 | 1.0897 |
121
+ | No log | 1.9444 | 140 | 1.1496 | 0.1621 | 1.1496 | 1.0722 |
122
+ | No log | 1.9722 | 142 | 0.8556 | 0.0301 | 0.8556 | 0.9250 |
123
+ | No log | 2.0 | 144 | 0.8926 | 0.0392 | 0.8926 | 0.9448 |
124
+ | No log | 2.0278 | 146 | 0.8190 | 0.0529 | 0.8190 | 0.9050 |
125
+ | No log | 2.0556 | 148 | 0.9148 | 0.0281 | 0.9148 | 0.9565 |
126
+ | No log | 2.0833 | 150 | 0.8915 | 0.0494 | 0.8915 | 0.9442 |
127
+ | No log | 2.1111 | 152 | 0.9282 | 0.1313 | 0.9282 | 0.9634 |
128
+ | No log | 2.1389 | 154 | 0.8975 | 0.1050 | 0.8975 | 0.9474 |
129
+ | No log | 2.1667 | 156 | 0.9644 | -0.0353 | 0.9644 | 0.9820 |
130
+ | No log | 2.1944 | 158 | 1.0115 | -0.0154 | 1.0115 | 1.0057 |
131
+ | No log | 2.2222 | 160 | 0.9710 | -0.0533 | 0.9710 | 0.9854 |
132
+ | No log | 2.25 | 162 | 0.7893 | 0.0879 | 0.7893 | 0.8884 |
133
+ | No log | 2.2778 | 164 | 0.7874 | 0.0776 | 0.7874 | 0.8874 |
134
+ | No log | 2.3056 | 166 | 0.7981 | 0.0869 | 0.7981 | 0.8934 |
135
+ | No log | 2.3333 | 168 | 0.8345 | 0.0804 | 0.8345 | 0.9135 |
136
+ | No log | 2.3611 | 170 | 1.0156 | -0.0539 | 1.0156 | 1.0078 |
137
+ | No log | 2.3889 | 172 | 0.9577 | 0.0262 | 0.9577 | 0.9786 |
138
+ | No log | 2.4167 | 174 | 0.8459 | 0.0778 | 0.8459 | 0.9197 |
139
+ | No log | 2.4444 | 176 | 0.8140 | 0.0110 | 0.8140 | 0.9022 |
140
+ | No log | 2.4722 | 178 | 0.8686 | -0.0138 | 0.8686 | 0.9320 |
141
+ | No log | 2.5 | 180 | 0.7897 | 0.0110 | 0.7897 | 0.8887 |
142
+ | No log | 2.5278 | 182 | 0.7988 | 0.1282 | 0.7988 | 0.8938 |
143
+ | No log | 2.5556 | 184 | 0.8281 | 0.0717 | 0.8281 | 0.9100 |
144
+ | No log | 2.5833 | 186 | 0.8610 | 0.0661 | 0.8610 | 0.9279 |
145
+ | No log | 2.6111 | 188 | 1.0695 | 0.0680 | 1.0695 | 1.0341 |
146
+ | No log | 2.6389 | 190 | 1.1134 | -0.0214 | 1.1134 | 1.0552 |
147
+ | No log | 2.6667 | 192 | 0.8740 | 0.1010 | 0.8740 | 0.9349 |
148
+ | No log | 2.6944 | 194 | 0.8760 | 0.0484 | 0.8760 | 0.9360 |
149
+ | No log | 2.7222 | 196 | 0.8204 | 0.1983 | 0.8204 | 0.9058 |
150
+ | No log | 2.75 | 198 | 0.8112 | 0.1821 | 0.8112 | 0.9007 |
151
+ | No log | 2.7778 | 200 | 0.7623 | 0.1148 | 0.7623 | 0.8731 |
152
+ | No log | 2.8056 | 202 | 0.7357 | 0.1259 | 0.7357 | 0.8577 |
153
+ | No log | 2.8333 | 204 | 0.7620 | 0.0122 | 0.7620 | 0.8729 |
154
+ | No log | 2.8611 | 206 | 0.7956 | -0.0837 | 0.7956 | 0.8919 |
155
+ | No log | 2.8889 | 208 | 0.7537 | 0.0061 | 0.7537 | 0.8682 |
156
+ | No log | 2.9167 | 210 | 0.7313 | 0.1828 | 0.7313 | 0.8551 |
157
+ | No log | 2.9444 | 212 | 0.7613 | 0.1644 | 0.7613 | 0.8725 |
158
+ | No log | 2.9722 | 214 | 0.8153 | 0.1630 | 0.8153 | 0.9029 |
159
+ | No log | 3.0 | 216 | 0.8736 | 0.0961 | 0.8736 | 0.9347 |
160
+ | No log | 3.0278 | 218 | 0.8830 | 0.1580 | 0.8830 | 0.9397 |
161
+ | No log | 3.0556 | 220 | 1.1357 | 0.0741 | 1.1357 | 1.0657 |
162
+ | No log | 3.0833 | 222 | 1.0524 | -0.0113 | 1.0524 | 1.0259 |
163
+ | No log | 3.1111 | 224 | 0.8244 | 0.0051 | 0.8244 | 0.9080 |
164
+ | No log | 3.1389 | 226 | 0.8012 | 0.0410 | 0.8012 | 0.8951 |
165
+ | No log | 3.1667 | 228 | 0.7994 | 0.1573 | 0.7994 | 0.8941 |
166
+ | No log | 3.1944 | 230 | 0.8486 | 0.0679 | 0.8486 | 0.9212 |
167
+ | No log | 3.2222 | 232 | 0.9120 | -0.0377 | 0.9120 | 0.9550 |
168
+ | No log | 3.25 | 234 | 1.0292 | 0.0627 | 1.0292 | 1.0145 |
169
+ | No log | 3.2778 | 236 | 1.4643 | 0.0849 | 1.4643 | 1.2101 |
170
+ | No log | 3.3056 | 238 | 1.7168 | 0.0626 | 1.7168 | 1.3103 |
171
+ | No log | 3.3333 | 240 | 1.3297 | 0.0839 | 1.3297 | 1.1531 |
172
+ | No log | 3.3611 | 242 | 0.8975 | 0.0093 | 0.8975 | 0.9473 |
173
+ | No log | 3.3889 | 244 | 0.8426 | 0.1095 | 0.8426 | 0.9179 |
174
+ | No log | 3.4167 | 246 | 0.7888 | 0.1143 | 0.7888 | 0.8881 |
175
+ | No log | 3.4444 | 248 | 0.8240 | 0.0532 | 0.8240 | 0.9077 |
176
+ | No log | 3.4722 | 250 | 0.9160 | 0.0107 | 0.9160 | 0.9571 |
177
+ | No log | 3.5 | 252 | 0.8270 | 0.0474 | 0.8270 | 0.9094 |
178
+ | No log | 3.5278 | 254 | 0.8413 | 0.0856 | 0.8413 | 0.9172 |
179
+ | No log | 3.5556 | 256 | 0.9490 | 0.0006 | 0.9490 | 0.9742 |
180
+ | No log | 3.5833 | 258 | 1.1484 | -0.0327 | 1.1484 | 1.0716 |
181
+ | No log | 3.6111 | 260 | 1.0105 | -0.0159 | 1.0105 | 1.0052 |
182
+ | No log | 3.6389 | 262 | 0.8081 | 0.0481 | 0.8081 | 0.8990 |
183
+ | No log | 3.6667 | 264 | 0.7741 | 0.1298 | 0.7741 | 0.8798 |
184
+ | No log | 3.6944 | 266 | 0.7639 | 0.1304 | 0.7639 | 0.8740 |
185
+ | No log | 3.7222 | 268 | 0.7688 | 0.0973 | 0.7688 | 0.8768 |
186
+ | No log | 3.75 | 270 | 0.8073 | -0.0307 | 0.8073 | 0.8985 |
187
+ | No log | 3.7778 | 272 | 0.8361 | -0.1597 | 0.8361 | 0.9144 |
188
+ | No log | 3.8056 | 274 | 0.8900 | -0.0268 | 0.8900 | 0.9434 |
189
+ | No log | 3.8333 | 276 | 0.9905 | 0.0589 | 0.9905 | 0.9952 |
190
+ | No log | 3.8611 | 278 | 1.0331 | 0.0277 | 1.0331 | 1.0164 |
191
+ | No log | 3.8889 | 280 | 1.0923 | -0.0589 | 1.0923 | 1.0451 |
192
+ | No log | 3.9167 | 282 | 1.0260 | -0.0670 | 1.0260 | 1.0129 |
193
+ | No log | 3.9444 | 284 | 0.9425 | -0.1002 | 0.9425 | 0.9708 |
194
+ | No log | 3.9722 | 286 | 0.9227 | -0.0634 | 0.9227 | 0.9606 |
195
+ | No log | 4.0 | 288 | 0.9243 | 0.0172 | 0.9243 | 0.9614 |
196
+ | No log | 4.0278 | 290 | 0.9523 | -0.0861 | 0.9523 | 0.9758 |
197
+ | No log | 4.0556 | 292 | 0.9844 | -0.0981 | 0.9844 | 0.9922 |
198
+ | No log | 4.0833 | 294 | 0.8966 | 0.0 | 0.8966 | 0.9469 |
199
+ | No log | 4.1111 | 296 | 0.9095 | -0.0533 | 0.9095 | 0.9537 |
200
+ | No log | 4.1389 | 298 | 1.0673 | -0.0827 | 1.0673 | 1.0331 |
201
+ | No log | 4.1667 | 300 | 1.4333 | 0.0588 | 1.4333 | 1.1972 |
202
+ | No log | 4.1944 | 302 | 1.3132 | 0.0027 | 1.3132 | 1.1460 |
203
+ | No log | 4.2222 | 304 | 0.9816 | -0.0197 | 0.9816 | 0.9907 |
204
+ | No log | 4.25 | 306 | 0.9838 | 0.0113 | 0.9838 | 0.9919 |
205
+ | No log | 4.2778 | 308 | 0.8932 | 0.0660 | 0.8932 | 0.9451 |
206
+ | No log | 4.3056 | 310 | 0.8958 | -0.0687 | 0.8958 | 0.9465 |
207
+ | No log | 4.3333 | 312 | 0.8815 | -0.0730 | 0.8815 | 0.9389 |
208
+ | No log | 4.3611 | 314 | 0.8899 | -0.0238 | 0.8899 | 0.9433 |
209
+ | No log | 4.3889 | 316 | 0.8555 | 0.0359 | 0.8555 | 0.9249 |
210
+ | No log | 4.4167 | 318 | 0.8687 | 0.0376 | 0.8687 | 0.9320 |
211
+ | No log | 4.4444 | 320 | 0.8980 | 0.0172 | 0.8980 | 0.9476 |
212
+ | No log | 4.4722 | 322 | 0.9434 | -0.0085 | 0.9434 | 0.9713 |
213
+ | No log | 4.5 | 324 | 0.8689 | -0.0195 | 0.8689 | 0.9321 |
214
+ | No log | 4.5278 | 326 | 0.7980 | 0.0 | 0.7980 | 0.8933 |
215
+ | No log | 4.5556 | 328 | 0.7977 | -0.0030 | 0.7977 | 0.8931 |
216
+ | No log | 4.5833 | 330 | 0.8472 | 0.0344 | 0.8472 | 0.9205 |
217
+ | No log | 4.6111 | 332 | 0.9351 | -0.0073 | 0.9351 | 0.9670 |
218
+ | No log | 4.6389 | 334 | 1.0831 | 0.0231 | 1.0831 | 1.0407 |
219
+ | No log | 4.6667 | 336 | 1.4394 | 0.0253 | 1.4394 | 1.1998 |
220
+ | No log | 4.6944 | 338 | 1.4158 | 0.0011 | 1.4158 | 1.1899 |
221
+ | No log | 4.7222 | 340 | 1.0451 | -0.0545 | 1.0451 | 1.0223 |
222
+ | No log | 4.75 | 342 | 0.8737 | 0.0313 | 0.8737 | 0.9347 |
223
+ | No log | 4.7778 | 344 | 0.8767 | 0.0146 | 0.8767 | 0.9363 |
224
+ | No log | 4.8056 | 346 | 0.8402 | 0.1196 | 0.8402 | 0.9166 |
225
+ | No log | 4.8333 | 348 | 0.8503 | -0.0370 | 0.8503 | 0.9221 |
226
+ | No log | 4.8611 | 350 | 0.8704 | -0.0647 | 0.8704 | 0.9330 |
227
+ | No log | 4.8889 | 352 | 0.8272 | 0.0428 | 0.8272 | 0.9095 |
228
+ | No log | 4.9167 | 354 | 0.8343 | 0.1362 | 0.8343 | 0.9134 |
229
+ | No log | 4.9444 | 356 | 0.8556 | 0.1573 | 0.8556 | 0.9250 |
230
+ | No log | 4.9722 | 358 | 0.9024 | 0.1310 | 0.9024 | 0.9499 |
231
+ | No log | 5.0 | 360 | 0.9912 | 0.0025 | 0.9912 | 0.9956 |
232
+ | No log | 5.0278 | 362 | 1.0809 | -0.0462 | 1.0809 | 1.0397 |
233
+ | No log | 5.0556 | 364 | 0.9310 | 0.0281 | 0.9310 | 0.9649 |
234
+ | No log | 5.0833 | 366 | 0.8153 | 0.1354 | 0.8153 | 0.9029 |
235
+ | No log | 5.1111 | 368 | 0.8106 | 0.1354 | 0.8106 | 0.9004 |
236
+ | No log | 5.1389 | 370 | 0.8281 | 0.1882 | 0.8281 | 0.9100 |
237
+ | No log | 5.1667 | 372 | 0.8648 | -0.0153 | 0.8648 | 0.9299 |
238
+ | No log | 5.1944 | 374 | 0.8275 | 0.1413 | 0.8275 | 0.9097 |
239
+ | No log | 5.2222 | 376 | 0.8565 | 0.0879 | 0.8565 | 0.9255 |
240
+ | No log | 5.25 | 378 | 0.9585 | 0.0296 | 0.9585 | 0.9790 |
241
+ | No log | 5.2778 | 380 | 0.9130 | -0.0503 | 0.9130 | 0.9555 |
242
+ | No log | 5.3056 | 382 | 0.9197 | -0.0123 | 0.9197 | 0.9590 |
243
+ | No log | 5.3333 | 384 | 0.9329 | -0.0247 | 0.9329 | 0.9659 |
244
+ | No log | 5.3611 | 386 | 0.9894 | -0.0222 | 0.9894 | 0.9947 |
245
+ | No log | 5.3889 | 388 | 1.0478 | 0.0915 | 1.0478 | 1.0236 |
246
+ | No log | 5.4167 | 390 | 0.9832 | -0.0825 | 0.9832 | 0.9916 |
247
+ | No log | 5.4444 | 392 | 1.0340 | -0.0198 | 1.0340 | 1.0168 |
248
+ | No log | 5.4722 | 394 | 0.9648 | 0.0070 | 0.9648 | 0.9822 |
249
+ | No log | 5.5 | 396 | 0.8360 | -0.0329 | 0.8360 | 0.9143 |
250
+ | No log | 5.5278 | 398 | 0.7950 | 0.0571 | 0.7950 | 0.8916 |
251
+ | No log | 5.5556 | 400 | 0.7645 | 0.0 | 0.7645 | 0.8744 |
252
+ | No log | 5.5833 | 402 | 0.7554 | -0.0160 | 0.7554 | 0.8691 |
253
+ | No log | 5.6111 | 404 | 0.8769 | 0.0456 | 0.8769 | 0.9364 |
254
+ | No log | 5.6389 | 406 | 0.8266 | 0.0562 | 0.8266 | 0.9092 |
255
+ | No log | 5.6667 | 408 | 0.7637 | 0.0479 | 0.7637 | 0.8739 |
256
+ | No log | 5.6944 | 410 | 0.8146 | 0.0141 | 0.8146 | 0.9026 |
257
+ | No log | 5.7222 | 412 | 0.8108 | 0.1453 | 0.8108 | 0.9004 |
258
+ | No log | 5.75 | 414 | 0.8502 | 0.0725 | 0.8502 | 0.9221 |
259
+ | No log | 5.7778 | 416 | 0.9594 | 0.0015 | 0.9594 | 0.9795 |
260
+ | No log | 5.8056 | 418 | 0.9401 | 0.0081 | 0.9401 | 0.9696 |
261
+ | No log | 5.8333 | 420 | 0.9013 | 0.0748 | 0.9013 | 0.9494 |
262
+ | No log | 5.8611 | 422 | 1.0378 | 0.0134 | 1.0378 | 1.0187 |
263
+ | No log | 5.8889 | 424 | 1.0248 | -0.0191 | 1.0248 | 1.0123 |
264
+ | No log | 5.9167 | 426 | 0.9038 | 0.0955 | 0.9038 | 0.9507 |
265
+ | No log | 5.9444 | 428 | 0.8607 | 0.1646 | 0.8607 | 0.9277 |
266
+ | No log | 5.9722 | 430 | 0.8791 | 0.1744 | 0.8791 | 0.9376 |
267
+ | No log | 6.0 | 432 | 0.8899 | 0.1744 | 0.8899 | 0.9433 |
268
+ | No log | 6.0278 | 434 | 0.9364 | 0.0239 | 0.9364 | 0.9677 |
269
+ | No log | 6.0556 | 436 | 1.0478 | -0.1111 | 1.0478 | 1.0236 |
270
+ | No log | 6.0833 | 438 | 0.9952 | -0.0301 | 0.9952 | 0.9976 |
271
+ | No log | 6.1111 | 440 | 0.8845 | 0.0392 | 0.8845 | 0.9405 |
272
+ | No log | 6.1389 | 442 | 0.8503 | 0.1143 | 0.8503 | 0.9221 |
273
+ | No log | 6.1667 | 444 | 0.8351 | 0.0344 | 0.8351 | 0.9138 |
274
+ | No log | 6.1944 | 446 | 0.8691 | 0.0145 | 0.8691 | 0.9323 |
275
+ | No log | 6.2222 | 448 | 0.9041 | -0.0904 | 0.9041 | 0.9508 |
276
+ | No log | 6.25 | 450 | 0.8811 | 0.0145 | 0.8811 | 0.9387 |
277
+ | No log | 6.2778 | 452 | 0.8538 | 0.0361 | 0.8538 | 0.9240 |
278
+ | No log | 6.3056 | 454 | 0.8840 | 0.0145 | 0.8840 | 0.9402 |
279
+ | No log | 6.3333 | 456 | 0.9161 | 0.0230 | 0.9161 | 0.9572 |
280
+ | No log | 6.3611 | 458 | 0.8642 | -0.0024 | 0.8642 | 0.9296 |
281
+ | No log | 6.3889 | 460 | 0.8715 | -0.0099 | 0.8715 | 0.9335 |
282
+ | No log | 6.4167 | 462 | 0.8794 | 0.0437 | 0.8794 | 0.9378 |
283
+ | No log | 6.4444 | 464 | 0.9186 | 0.0916 | 0.9186 | 0.9584 |
284
+ | No log | 6.4722 | 466 | 1.0409 | -0.0579 | 1.0409 | 1.0203 |
285
+ | No log | 6.5 | 468 | 1.0173 | 0.0598 | 1.0173 | 1.0086 |
286
+ | No log | 6.5278 | 470 | 0.9220 | 0.0842 | 0.9220 | 0.9602 |
287
+ | No log | 6.5556 | 472 | 0.8793 | 0.0514 | 0.8793 | 0.9377 |
288
+ | No log | 6.5833 | 474 | 0.8729 | 0.0592 | 0.8729 | 0.9343 |
289
+ | No log | 6.6111 | 476 | 0.8107 | 0.0926 | 0.8107 | 0.9004 |
290
+ | No log | 6.6389 | 478 | 0.8077 | 0.0874 | 0.8077 | 0.8987 |
291
+ | No log | 6.6667 | 480 | 0.8290 | 0.0879 | 0.8290 | 0.9105 |
292
+ | No log | 6.6944 | 482 | 0.8811 | 0.0145 | 0.8811 | 0.9387 |
293
+ | No log | 6.7222 | 484 | 0.9403 | -0.0585 | 0.9403 | 0.9697 |
294
+ | No log | 6.75 | 486 | 1.0157 | -0.0381 | 1.0157 | 1.0078 |
295
+ | No log | 6.7778 | 488 | 0.9306 | -0.0585 | 0.9306 | 0.9647 |
296
+ | No log | 6.8056 | 490 | 0.8609 | 0.1518 | 0.8609 | 0.9279 |
297
+ | No log | 6.8333 | 492 | 0.8195 | 0.0884 | 0.8195 | 0.9053 |
298
+ | No log | 6.8611 | 494 | 0.8697 | -0.1354 | 0.8697 | 0.9326 |
299
+ | No log | 6.8889 | 496 | 0.8288 | 0.0218 | 0.8288 | 0.9104 |
300
+ | No log | 6.9167 | 498 | 0.7810 | 0.0814 | 0.7810 | 0.8837 |
301
+ | 0.3045 | 6.9444 | 500 | 0.8009 | 0.1691 | 0.8009 | 0.8950 |
302
+ | 0.3045 | 6.9722 | 502 | 0.8002 | 0.0922 | 0.8002 | 0.8945 |
303
+ | 0.3045 | 7.0 | 504 | 0.9374 | 0.0337 | 0.9374 | 0.9682 |
304
+ | 0.3045 | 7.0278 | 506 | 1.0163 | 0.0448 | 1.0163 | 1.0081 |
305
+ | 0.3045 | 7.0556 | 508 | 0.8986 | -0.0103 | 0.8986 | 0.9479 |
306
+ | 0.3045 | 7.0833 | 510 | 0.8031 | 0.1860 | 0.8031 | 0.8961 |
307
+ | 0.3045 | 7.1111 | 512 | 0.7845 | 0.1146 | 0.7845 | 0.8857 |
308
+ | 0.3045 | 7.1389 | 514 | 0.7856 | 0.1362 | 0.7856 | 0.8863 |
309
+ | 0.3045 | 7.1667 | 516 | 0.8506 | 0.0275 | 0.8506 | 0.9223 |
310
+ | 0.3045 | 7.1944 | 518 | 0.8589 | -0.0424 | 0.8589 | 0.9267 |
311
+ | 0.3045 | 7.2222 | 520 | 0.8644 | -0.0439 | 0.8644 | 0.9297 |
312
 
313
 
314
  ### Framework versions