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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task5_organization

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@@ -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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k20_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_k20_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: 0.9378
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- - Qwk: 0.0304
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- - Mse: 0.9378
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- - Rmse: 0.9684
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  ## Model description
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@@ -47,523 +47,258 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0194 | 2 | 3.7830 | 0.0023 | 3.7830 | 1.9450 |
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- | No log | 0.0388 | 4 | 2.2387 | -0.0491 | 2.2387 | 1.4962 |
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- | No log | 0.0583 | 6 | 1.2202 | -0.0490 | 1.2202 | 1.1046 |
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- | No log | 0.0777 | 8 | 0.8154 | 0.0159 | 0.8154 | 0.9030 |
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- | No log | 0.0971 | 10 | 0.7646 | 0.0714 | 0.7646 | 0.8744 |
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- | No log | 0.1165 | 12 | 1.2951 | 0.0664 | 1.2951 | 1.1380 |
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- | No log | 0.1359 | 14 | 0.7758 | 0.0748 | 0.7758 | 0.8808 |
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- | No log | 0.1553 | 16 | 0.7028 | 0.0 | 0.7028 | 0.8384 |
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- | No log | 0.1748 | 18 | 0.7186 | -0.1216 | 0.7186 | 0.8477 |
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- | No log | 0.1942 | 20 | 0.7609 | -0.1216 | 0.7609 | 0.8723 |
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- | No log | 0.2136 | 22 | 0.7595 | 0.0374 | 0.7595 | 0.8715 |
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- | No log | 0.2330 | 24 | 0.7444 | 0.0714 | 0.7444 | 0.8628 |
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- | No log | 0.2524 | 26 | 0.7267 | 0.0714 | 0.7267 | 0.8525 |
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- | No log | 0.2718 | 28 | 0.7112 | 0.0759 | 0.7112 | 0.8433 |
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- | No log | 0.2913 | 30 | 0.7386 | 0.0628 | 0.7386 | 0.8594 |
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- | No log | 0.3107 | 32 | 0.7545 | -0.0033 | 0.7545 | 0.8686 |
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- | No log | 0.3301 | 34 | 0.7789 | -0.0465 | 0.7789 | 0.8825 |
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- | No log | 0.3495 | 36 | 1.4460 | 0.0564 | 1.4460 | 1.2025 |
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- | No log | 0.3689 | 38 | 1.9269 | 0.0448 | 1.9269 | 1.3881 |
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- | No log | 0.3883 | 40 | 1.0054 | 0.0618 | 1.0054 | 1.0027 |
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- | No log | 0.4078 | 42 | 0.8024 | 0.0733 | 0.8024 | 0.8958 |
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- | No log | 0.4272 | 44 | 0.7990 | 0.0662 | 0.7990 | 0.8938 |
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- | No log | 0.4466 | 46 | 0.7410 | 0.0528 | 0.7410 | 0.8608 |
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- | No log | 0.4660 | 48 | 0.8545 | 0.0748 | 0.8545 | 0.9244 |
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- | No log | 0.4854 | 50 | 0.9118 | -0.0122 | 0.9118 | 0.9549 |
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- | No log | 0.5049 | 52 | 0.7141 | 0.1202 | 0.7141 | 0.8450 |
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- | No log | 0.5243 | 54 | 0.8048 | 0.1566 | 0.8048 | 0.8971 |
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- | No log | 0.5437 | 56 | 0.8580 | -0.0211 | 0.8580 | 0.9263 |
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- | No log | 0.5631 | 58 | 0.7641 | 0.1339 | 0.7641 | 0.8741 |
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- | No log | 0.5825 | 60 | 0.9080 | -0.0862 | 0.9080 | 0.9529 |
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- | No log | 0.6019 | 62 | 0.7926 | 0.2290 | 0.7926 | 0.8903 |
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- | No log | 0.6214 | 64 | 0.8277 | 0.1748 | 0.8277 | 0.9098 |
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- | No log | 0.6408 | 66 | 1.1212 | 0.0550 | 1.1212 | 1.0589 |
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- | No log | 0.6602 | 68 | 1.0180 | 0.0764 | 1.0180 | 1.0089 |
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- | No log | 0.6796 | 70 | 0.8119 | 0.0968 | 0.8119 | 0.9011 |
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- | No log | 0.6990 | 72 | 0.8836 | 0.0350 | 0.8836 | 0.9400 |
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- | No log | 0.7184 | 74 | 0.8230 | 0.1331 | 0.8230 | 0.9072 |
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- | No log | 0.7379 | 76 | 0.8448 | 0.2341 | 0.8448 | 0.9191 |
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- | No log | 0.7573 | 78 | 0.8028 | 0.2708 | 0.8028 | 0.8960 |
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- | No log | 0.7767 | 80 | 0.8647 | 0.0406 | 0.8647 | 0.9299 |
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- | No log | 0.7961 | 82 | 0.8359 | 0.1331 | 0.8359 | 0.9143 |
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- | No log | 0.8155 | 84 | 0.9345 | 0.0975 | 0.9345 | 0.9667 |
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- | No log | 0.8350 | 86 | 0.9886 | 0.0117 | 0.9886 | 0.9943 |
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- | No log | 0.8544 | 88 | 0.8847 | 0.2171 | 0.8847 | 0.9406 |
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- | No log | 0.8738 | 90 | 0.9553 | 0.0352 | 0.9553 | 0.9774 |
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- | No log | 0.8932 | 92 | 0.8790 | 0.2072 | 0.8790 | 0.9375 |
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- | No log | 0.9126 | 94 | 1.1037 | 0.0492 | 1.1037 | 1.0506 |
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- | No log | 0.9320 | 96 | 1.0226 | 0.0169 | 1.0226 | 1.0112 |
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- | No log | 0.9515 | 98 | 0.8077 | 0.1135 | 0.8077 | 0.8987 |
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- | No log | 0.9709 | 100 | 0.8644 | 0.0036 | 0.8644 | 0.9297 |
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- | No log | 0.9903 | 102 | 0.8970 | 0.0094 | 0.8970 | 0.9471 |
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- | No log | 1.0097 | 104 | 0.8715 | 0.1509 | 0.8715 | 0.9335 |
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- | No log | 1.0291 | 106 | 0.9145 | 0.2522 | 0.9145 | 0.9563 |
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- | No log | 1.0485 | 108 | 1.1817 | 0.0798 | 1.1817 | 1.0871 |
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- | No log | 1.0680 | 110 | 1.1835 | 0.0496 | 1.1835 | 1.0879 |
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- | No log | 1.0874 | 112 | 0.8795 | 0.2897 | 0.8795 | 0.9378 |
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- | No log | 1.1068 | 114 | 1.1722 | 0.0334 | 1.1722 | 1.0827 |
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- | No log | 1.1262 | 116 | 1.1546 | 0.0673 | 1.1546 | 1.0745 |
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- | No log | 1.1456 | 118 | 0.8320 | 0.0670 | 0.8320 | 0.9121 |
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- | No log | 1.1650 | 120 | 1.0624 | 0.0190 | 1.0624 | 1.0308 |
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- | No log | 1.1845 | 122 | 0.9639 | 0.0431 | 0.9639 | 0.9818 |
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- | No log | 1.2039 | 124 | 0.7947 | 0.0570 | 0.7947 | 0.8914 |
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- | No log | 1.2233 | 126 | 0.8180 | -0.0408 | 0.8180 | 0.9044 |
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- | No log | 1.2427 | 128 | 0.9068 | -0.0163 | 0.9068 | 0.9523 |
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- | No log | 1.2621 | 130 | 0.9253 | -0.0163 | 0.9253 | 0.9619 |
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- | No log | 1.2816 | 132 | 0.7584 | 0.0814 | 0.7584 | 0.8708 |
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- | No log | 1.3010 | 134 | 0.7822 | 0.1333 | 0.7822 | 0.8844 |
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- | No log | 1.3204 | 136 | 0.8403 | 0.1697 | 0.8403 | 0.9167 |
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- | No log | 1.3398 | 138 | 0.8038 | 0.1327 | 0.8038 | 0.8966 |
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- | No log | 1.3592 | 140 | 0.8407 | 0.2012 | 0.8407 | 0.9169 |
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- | No log | 1.3786 | 142 | 0.8248 | 0.0289 | 0.8248 | 0.9082 |
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- | No log | 1.3981 | 144 | 0.8215 | 0.0810 | 0.8215 | 0.9064 |
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- | No log | 1.4175 | 146 | 1.0451 | -0.0154 | 1.0451 | 1.0223 |
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- | No log | 1.4369 | 148 | 1.0465 | 0.0121 | 1.0465 | 1.0230 |
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- | No log | 1.4563 | 150 | 0.9308 | 0.0488 | 0.9308 | 0.9648 |
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- | No log | 1.4757 | 152 | 0.9896 | 0.0060 | 0.9896 | 0.9948 |
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- | No log | 1.4951 | 154 | 1.6272 | -0.0338 | 1.6272 | 1.2756 |
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- | No log | 1.5146 | 156 | 1.4109 | -0.0057 | 1.4109 | 1.1878 |
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- | No log | 1.5340 | 158 | 0.8659 | -0.0049 | 0.8659 | 0.9305 |
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- | No log | 1.5534 | 160 | 0.8597 | -0.0173 | 0.8597 | 0.9272 |
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- | No log | 1.5728 | 162 | 0.7940 | 0.1196 | 0.7940 | 0.8911 |
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- | No log | 1.5922 | 164 | 0.9835 | 0.0515 | 0.9835 | 0.9917 |
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- | No log | 1.6117 | 166 | 0.8572 | 0.0316 | 0.8572 | 0.9259 |
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- | No log | 1.6311 | 168 | 0.7410 | 0.1354 | 0.7410 | 0.8608 |
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- | No log | 1.6505 | 170 | 0.7788 | 0.1329 | 0.7788 | 0.8825 |
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- | No log | 1.6699 | 172 | 0.9919 | 0.0758 | 0.9919 | 0.9959 |
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- | No log | 1.6893 | 174 | 1.1800 | 0.1116 | 1.1800 | 1.0863 |
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- | No log | 1.7087 | 176 | 1.0039 | 0.0758 | 1.0039 | 1.0019 |
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- | No log | 1.7282 | 178 | 0.8548 | 0.0618 | 0.8548 | 0.9245 |
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- | No log | 1.7476 | 180 | 0.9497 | 0.0104 | 0.9497 | 0.9745 |
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- | No log | 1.7670 | 182 | 0.7867 | 0.1146 | 0.7867 | 0.8869 |
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- | No log | 1.7864 | 184 | 1.0942 | 0.1077 | 1.0942 | 1.0461 |
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- | No log | 1.8058 | 186 | 1.0858 | -0.0049 | 1.0858 | 1.0420 |
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- | No log | 1.8252 | 188 | 0.8145 | 0.0909 | 0.8145 | 0.9025 |
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- | No log | 1.8447 | 190 | 0.7811 | 0.0033 | 0.7811 | 0.8838 |
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- | No log | 1.8641 | 192 | 0.8432 | 0.0196 | 0.8432 | 0.9183 |
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- | No log | 1.8835 | 194 | 0.8446 | -0.0718 | 0.8446 | 0.9190 |
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- | No log | 1.9029 | 196 | 0.9779 | 0.0587 | 0.9779 | 0.9889 |
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- | No log | 1.9223 | 198 | 0.8654 | -0.0262 | 0.8654 | 0.9303 |
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- | No log | 1.9417 | 200 | 0.8302 | -0.0921 | 0.8302 | 0.9111 |
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- | No log | 1.9612 | 202 | 0.8709 | -0.0541 | 0.8709 | 0.9332 |
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- | No log | 1.9806 | 204 | 0.8700 | -0.0444 | 0.8700 | 0.9328 |
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- | No log | 2.0 | 206 | 0.8195 | -0.0118 | 0.8195 | 0.9053 |
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- | No log | 2.0194 | 208 | 0.8445 | -0.0309 | 0.8445 | 0.9190 |
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- | No log | 2.0388 | 210 | 0.8452 | 0.0152 | 0.8452 | 0.9193 |
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- | No log | 2.0583 | 212 | 0.8039 | -0.0704 | 0.8039 | 0.8966 |
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- | No log | 2.0777 | 214 | 0.7861 | -0.0179 | 0.7861 | 0.8866 |
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- | No log | 2.0971 | 216 | 0.8838 | 0.0065 | 0.8838 | 0.9401 |
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- | No log | 2.1165 | 218 | 0.9892 | 0.1027 | 0.9892 | 0.9946 |
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- | No log | 2.1359 | 220 | 0.9560 | 0.0060 | 0.9560 | 0.9778 |
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- | No log | 2.1553 | 222 | 0.8974 | 0.0434 | 0.8974 | 0.9473 |
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- | No log | 2.1748 | 224 | 0.9273 | -0.0056 | 0.9273 | 0.9630 |
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- | No log | 2.1942 | 226 | 0.8944 | 0.0189 | 0.8944 | 0.9457 |
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- | No log | 2.2136 | 228 | 1.0390 | 0.1430 | 1.0390 | 1.0193 |
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- | No log | 2.2330 | 230 | 1.1854 | 0.0300 | 1.1854 | 1.0888 |
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- | No log | 2.2524 | 232 | 0.8865 | 0.0913 | 0.8865 | 0.9415 |
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- | No log | 2.2718 | 234 | 0.7583 | -0.0560 | 0.7583 | 0.8708 |
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- | No log | 2.2913 | 236 | 0.7896 | -0.0350 | 0.7896 | 0.8886 |
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- | No log | 2.3107 | 238 | 0.7992 | -0.0524 | 0.7992 | 0.8940 |
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- | No log | 2.3301 | 240 | 0.8946 | 0.0484 | 0.8946 | 0.9459 |
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- | No log | 2.3495 | 242 | 0.9769 | 0.0058 | 0.9769 | 0.9884 |
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- | No log | 2.3689 | 244 | 0.9375 | 0.0148 | 0.9375 | 0.9682 |
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- | No log | 2.3883 | 246 | 0.9110 | 0.0281 | 0.9110 | 0.9545 |
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- | No log | 2.4078 | 248 | 0.8142 | -0.0354 | 0.8142 | 0.9023 |
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- | No log | 2.4272 | 250 | 0.7491 | 0.0374 | 0.7491 | 0.8655 |
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- | No log | 2.4466 | 252 | 0.7211 | 0.0964 | 0.7211 | 0.8492 |
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- | No log | 2.4660 | 254 | 0.7323 | 0.0964 | 0.7323 | 0.8558 |
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- | No log | 2.4854 | 256 | 0.7609 | 0.0909 | 0.7609 | 0.8723 |
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- | No log | 2.5049 | 258 | 0.8291 | 0.0017 | 0.8291 | 0.9106 |
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- | No log | 2.5243 | 260 | 0.8327 | 0.0257 | 0.8327 | 0.9125 |
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- | No log | 2.5437 | 262 | 0.8612 | -0.0149 | 0.8612 | 0.9280 |
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- | No log | 2.5631 | 264 | 0.8971 | -0.0488 | 0.8971 | 0.9472 |
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- | No log | 2.5825 | 266 | 1.0460 | 0.0476 | 1.0460 | 1.0227 |
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- | No log | 2.6019 | 268 | 0.8614 | -0.0912 | 0.8614 | 0.9281 |
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- | No log | 2.6214 | 270 | 0.7672 | 0.0857 | 0.7672 | 0.8759 |
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- | No log | 2.6408 | 272 | 0.8503 | 0.0786 | 0.8503 | 0.9221 |
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- | No log | 2.6602 | 274 | 0.7669 | 0.0588 | 0.7669 | 0.8757 |
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- | No log | 2.6796 | 276 | 0.7517 | 0.0807 | 0.7517 | 0.8670 |
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- | No log | 2.6990 | 278 | 0.7867 | -0.0407 | 0.7867 | 0.8869 |
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- | No log | 2.7184 | 280 | 0.8718 | -0.0470 | 0.8718 | 0.9337 |
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- | No log | 2.7379 | 282 | 0.8460 | -0.0503 | 0.8460 | 0.9198 |
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- | No log | 2.7573 | 284 | 0.7746 | 0.0414 | 0.7746 | 0.8801 |
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- | No log | 2.7767 | 286 | 0.7807 | 0.1096 | 0.7807 | 0.8836 |
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- | No log | 2.7961 | 288 | 0.7548 | 0.0282 | 0.7548 | 0.8688 |
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- | No log | 2.8155 | 290 | 0.8107 | 0.0603 | 0.8107 | 0.9004 |
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- | No log | 2.8350 | 292 | 0.8839 | -0.0365 | 0.8839 | 0.9402 |
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- | No log | 2.8544 | 294 | 0.7748 | 0.0532 | 0.7748 | 0.8802 |
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- | No log | 2.8738 | 296 | 0.8879 | 0.1973 | 0.8879 | 0.9423 |
200
- | No log | 2.8932 | 298 | 0.8378 | 0.2032 | 0.8378 | 0.9153 |
201
- | No log | 2.9126 | 300 | 0.7439 | -0.0096 | 0.7439 | 0.8625 |
202
- | No log | 2.9320 | 302 | 0.7823 | 0.0570 | 0.7823 | 0.8845 |
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- | No log | 2.9515 | 304 | 0.8409 | -0.0912 | 0.8409 | 0.9170 |
204
- | No log | 2.9709 | 306 | 0.7979 | -0.0314 | 0.7979 | 0.8933 |
205
- | No log | 2.9903 | 308 | 0.7582 | -0.0152 | 0.7582 | 0.8708 |
206
- | No log | 3.0097 | 310 | 0.8551 | 0.0346 | 0.8551 | 0.9247 |
207
- | No log | 3.0291 | 312 | 0.8399 | 0.0786 | 0.8399 | 0.9165 |
208
- | No log | 3.0485 | 314 | 0.7813 | 0.1095 | 0.7813 | 0.8839 |
209
- | No log | 3.0680 | 316 | 0.8189 | 0.0545 | 0.8189 | 0.9049 |
210
- | No log | 3.0874 | 318 | 0.9665 | 0.0246 | 0.9665 | 0.9831 |
211
- | No log | 3.1068 | 320 | 0.9706 | 0.0078 | 0.9706 | 0.9852 |
212
- | No log | 3.1262 | 322 | 0.9605 | 0.0078 | 0.9605 | 0.9801 |
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- | No log | 3.1456 | 324 | 0.9772 | 0.0579 | 0.9772 | 0.9885 |
214
- | No log | 3.1650 | 326 | 0.9392 | 0.0579 | 0.9392 | 0.9691 |
215
- | No log | 3.1845 | 328 | 0.8373 | 0.1333 | 0.8373 | 0.9151 |
216
- | No log | 3.2039 | 330 | 0.8237 | 0.1327 | 0.8237 | 0.9076 |
217
- | No log | 3.2233 | 332 | 0.9277 | -0.0920 | 0.9277 | 0.9632 |
218
- | No log | 3.2427 | 334 | 1.0115 | -0.0381 | 1.0115 | 1.0058 |
219
- | No log | 3.2621 | 336 | 0.9234 | -0.0963 | 0.9234 | 0.9609 |
220
- | No log | 3.2816 | 338 | 0.9152 | 0.0633 | 0.9152 | 0.9567 |
221
- | No log | 3.3010 | 340 | 0.9360 | -0.0230 | 0.9360 | 0.9675 |
222
- | No log | 3.3204 | 342 | 0.9396 | -0.0511 | 0.9396 | 0.9693 |
223
- | No log | 3.3398 | 344 | 0.9484 | 0.0091 | 0.9484 | 0.9739 |
224
- | No log | 3.3592 | 346 | 0.9272 | 0.0538 | 0.9272 | 0.9629 |
225
- | No log | 3.3786 | 348 | 0.8977 | -0.0831 | 0.8977 | 0.9474 |
226
- | No log | 3.3981 | 350 | 0.9835 | -0.1253 | 0.9835 | 0.9917 |
227
- | No log | 3.4175 | 352 | 0.9073 | -0.1526 | 0.9073 | 0.9525 |
228
- | No log | 3.4369 | 354 | 0.8838 | -0.1159 | 0.8838 | 0.9401 |
229
- | No log | 3.4563 | 356 | 0.9572 | -0.1159 | 0.9572 | 0.9784 |
230
- | No log | 3.4757 | 358 | 1.0046 | 0.0065 | 1.0046 | 1.0023 |
231
- | No log | 3.4951 | 360 | 0.8940 | -0.1588 | 0.8940 | 0.9455 |
232
- | No log | 3.5146 | 362 | 0.9024 | 0.0964 | 0.9024 | 0.9499 |
233
- | No log | 3.5340 | 364 | 0.9221 | 0.0529 | 0.9221 | 0.9602 |
234
- | No log | 3.5534 | 366 | 0.8367 | -0.0091 | 0.8367 | 0.9147 |
235
- | No log | 3.5728 | 368 | 0.9119 | -0.0682 | 0.9119 | 0.9549 |
236
- | No log | 3.5922 | 370 | 0.8811 | -0.1529 | 0.8811 | 0.9387 |
237
- | No log | 3.6117 | 372 | 0.8546 | -0.0939 | 0.8546 | 0.9245 |
238
- | No log | 3.6311 | 374 | 0.8445 | -0.0145 | 0.8445 | 0.9190 |
239
- | No log | 3.6505 | 376 | 0.8392 | -0.0407 | 0.8392 | 0.9161 |
240
- | No log | 3.6699 | 378 | 0.9415 | 0.0378 | 0.9415 | 0.9703 |
241
- | No log | 3.6893 | 380 | 1.0396 | 0.0752 | 1.0396 | 1.0196 |
242
- | No log | 3.7087 | 382 | 1.0476 | 0.0149 | 1.0476 | 1.0235 |
243
- | No log | 3.7282 | 384 | 0.9049 | -0.1409 | 0.9049 | 0.9513 |
244
- | No log | 3.7476 | 386 | 0.9629 | 0.0775 | 0.9629 | 0.9813 |
245
- | No log | 3.7670 | 388 | 0.9529 | -0.0031 | 0.9529 | 0.9762 |
246
- | No log | 3.7864 | 390 | 0.8234 | 0.1144 | 0.8234 | 0.9074 |
247
- | No log | 3.8058 | 392 | 0.8375 | 0.0488 | 0.8375 | 0.9152 |
248
- | No log | 3.8252 | 394 | 0.9027 | -0.0889 | 0.9027 | 0.9501 |
249
- | No log | 3.8447 | 396 | 0.9326 | -0.0517 | 0.9326 | 0.9657 |
250
- | No log | 3.8641 | 398 | 0.9320 | -0.1462 | 0.9320 | 0.9654 |
251
- | No log | 3.8835 | 400 | 0.9319 | -0.1802 | 0.9319 | 0.9653 |
252
- | No log | 3.9029 | 402 | 0.8911 | -0.1334 | 0.8911 | 0.9440 |
253
- | No log | 3.9223 | 404 | 0.8831 | 0.1049 | 0.8831 | 0.9397 |
254
- | No log | 3.9417 | 406 | 0.8120 | -0.0118 | 0.8120 | 0.9011 |
255
- | No log | 3.9612 | 408 | 0.7825 | -0.0532 | 0.7825 | 0.8846 |
256
- | No log | 3.9806 | 410 | 0.7593 | 0.0355 | 0.7593 | 0.8714 |
257
- | No log | 4.0 | 412 | 0.7916 | 0.0714 | 0.7916 | 0.8897 |
258
- | No log | 4.0194 | 414 | 0.7740 | 0.1259 | 0.7740 | 0.8798 |
259
- | No log | 4.0388 | 416 | 0.7830 | -0.0550 | 0.7830 | 0.8849 |
260
- | No log | 4.0583 | 418 | 0.8169 | -0.0930 | 0.8169 | 0.9038 |
261
- | No log | 4.0777 | 420 | 0.8643 | -0.0592 | 0.8643 | 0.9297 |
262
- | No log | 4.0971 | 422 | 0.9111 | -0.0171 | 0.9111 | 0.9545 |
263
- | No log | 4.1165 | 424 | 0.9276 | -0.1283 | 0.9276 | 0.9631 |
264
- | No log | 4.1359 | 426 | 0.8932 | -0.1120 | 0.8932 | 0.9451 |
265
- | No log | 4.1553 | 428 | 0.8520 | -0.1106 | 0.8520 | 0.9230 |
266
- | No log | 4.1748 | 430 | 0.8032 | -0.0930 | 0.8032 | 0.8962 |
267
- | No log | 4.1942 | 432 | 0.8283 | 0.0953 | 0.8283 | 0.9101 |
268
- | No log | 4.2136 | 434 | 0.8418 | 0.0953 | 0.8418 | 0.9175 |
269
- | No log | 4.2330 | 436 | 0.8125 | -0.0599 | 0.8125 | 0.9014 |
270
- | No log | 4.2524 | 438 | 0.8262 | -0.0870 | 0.8262 | 0.9090 |
271
- | No log | 4.2718 | 440 | 0.8027 | -0.0921 | 0.8027 | 0.8960 |
272
- | No log | 4.2913 | 442 | 0.7955 | 0.0282 | 0.7955 | 0.8919 |
273
- | No log | 4.3107 | 444 | 0.8072 | -0.1047 | 0.8072 | 0.8985 |
274
- | No log | 4.3301 | 446 | 0.8092 | -0.0583 | 0.8092 | 0.8996 |
275
- | No log | 4.3495 | 448 | 0.8150 | -0.0170 | 0.8150 | 0.9028 |
276
- | No log | 4.3689 | 450 | 0.7929 | -0.0612 | 0.7929 | 0.8905 |
277
- | No log | 4.3883 | 452 | 0.8061 | 0.1047 | 0.8061 | 0.8978 |
278
- | No log | 4.4078 | 454 | 0.8285 | 0.0956 | 0.8285 | 0.9102 |
279
- | No log | 4.4272 | 456 | 0.7890 | 0.0639 | 0.7890 | 0.8882 |
280
- | No log | 4.4466 | 458 | 0.7669 | 0.0355 | 0.7669 | 0.8757 |
281
- | No log | 4.4660 | 460 | 0.7977 | 0.0639 | 0.7977 | 0.8932 |
282
- | No log | 4.4854 | 462 | 0.8613 | 0.0909 | 0.8613 | 0.9281 |
283
- | No log | 4.5049 | 464 | 0.9008 | 0.0909 | 0.9008 | 0.9491 |
284
- | No log | 4.5243 | 466 | 0.8598 | 0.0680 | 0.8598 | 0.9273 |
285
- | No log | 4.5437 | 468 | 0.7987 | 0.0496 | 0.7987 | 0.8937 |
286
- | No log | 4.5631 | 470 | 0.7904 | 0.1081 | 0.7904 | 0.8891 |
287
- | No log | 4.5825 | 472 | 0.7377 | 0.0967 | 0.7377 | 0.8589 |
288
- | No log | 4.6019 | 474 | 0.7780 | 0.0225 | 0.7780 | 0.8820 |
289
- | No log | 4.6214 | 476 | 0.8255 | 0.0670 | 0.8255 | 0.9086 |
290
- | No log | 4.6408 | 478 | 0.8093 | 0.0670 | 0.8093 | 0.8996 |
291
- | No log | 4.6602 | 480 | 0.7282 | 0.0334 | 0.7282 | 0.8533 |
292
- | No log | 4.6796 | 482 | 0.7108 | 0.0334 | 0.7108 | 0.8431 |
293
- | No log | 4.6990 | 484 | 0.7149 | 0.0909 | 0.7149 | 0.8455 |
294
- | No log | 4.7184 | 486 | 0.7318 | 0.0334 | 0.7318 | 0.8555 |
295
- | No log | 4.7379 | 488 | 0.7472 | 0.0260 | 0.7472 | 0.8644 |
296
- | No log | 4.7573 | 490 | 0.7807 | 0.0225 | 0.7807 | 0.8836 |
297
- | No log | 4.7767 | 492 | 0.7975 | 0.1097 | 0.7975 | 0.8930 |
298
- | No log | 4.7961 | 494 | 0.7845 | 0.0247 | 0.7845 | 0.8857 |
299
- | No log | 4.8155 | 496 | 0.8123 | 0.1097 | 0.8123 | 0.9013 |
300
- | No log | 4.8350 | 498 | 0.8912 | 0.0476 | 0.8912 | 0.9440 |
301
- | 0.3298 | 4.8544 | 500 | 0.9778 | -0.0558 | 0.9778 | 0.9889 |
302
- | 0.3298 | 4.8738 | 502 | 0.8514 | 0.0442 | 0.8514 | 0.9227 |
303
- | 0.3298 | 4.8932 | 504 | 0.7713 | 0.0670 | 0.7713 | 0.8782 |
304
- | 0.3298 | 4.9126 | 506 | 0.7504 | 0.0260 | 0.7504 | 0.8663 |
305
- | 0.3298 | 4.9320 | 508 | 0.7666 | 0.0714 | 0.7666 | 0.8755 |
306
- | 0.3298 | 4.9515 | 510 | 0.8480 | 0.0953 | 0.8480 | 0.9209 |
307
- | 0.3298 | 4.9709 | 512 | 0.9944 | -0.0518 | 0.9944 | 0.9972 |
308
- | 0.3298 | 4.9903 | 514 | 0.9783 | -0.0101 | 0.9783 | 0.9891 |
309
- | 0.3298 | 5.0097 | 516 | 0.8489 | 0.0660 | 0.8489 | 0.9214 |
310
- | 0.3298 | 5.0291 | 518 | 0.8301 | -0.0054 | 0.8301 | 0.9111 |
311
- | 0.3298 | 5.0485 | 520 | 0.8042 | 0.0828 | 0.8042 | 0.8968 |
312
- | 0.3298 | 5.0680 | 522 | 0.8035 | 0.1986 | 0.8035 | 0.8964 |
313
- | 0.3298 | 5.0874 | 524 | 0.9115 | 0.0377 | 0.9115 | 0.9547 |
314
- | 0.3298 | 5.1068 | 526 | 0.8577 | 0.1879 | 0.8577 | 0.9261 |
315
- | 0.3298 | 5.1262 | 528 | 0.8093 | 0.1529 | 0.8093 | 0.8996 |
316
- | 0.3298 | 5.1456 | 530 | 0.7968 | 0.1627 | 0.7968 | 0.8927 |
317
- | 0.3298 | 5.1650 | 532 | 0.7651 | 0.0869 | 0.7651 | 0.8747 |
318
- | 0.3298 | 5.1845 | 534 | 0.7621 | 0.0414 | 0.7621 | 0.8730 |
319
- | 0.3298 | 5.2039 | 536 | 0.7815 | 0.0807 | 0.7815 | 0.8840 |
320
- | 0.3298 | 5.2233 | 538 | 0.8173 | 0.1627 | 0.8173 | 0.9041 |
321
- | 0.3298 | 5.2427 | 540 | 0.7949 | 0.1259 | 0.7949 | 0.8916 |
322
- | 0.3298 | 5.2621 | 542 | 0.7979 | -0.0056 | 0.7979 | 0.8933 |
323
- | 0.3298 | 5.2816 | 544 | 0.8388 | -0.0741 | 0.8388 | 0.9159 |
324
- | 0.3298 | 5.3010 | 546 | 0.8715 | -0.1067 | 0.8715 | 0.9336 |
325
- | 0.3298 | 5.3204 | 548 | 0.9397 | 0.0851 | 0.9397 | 0.9694 |
326
- | 0.3298 | 5.3398 | 550 | 1.0393 | -0.0028 | 1.0393 | 1.0195 |
327
- | 0.3298 | 5.3592 | 552 | 0.9703 | 0.0502 | 0.9703 | 0.9850 |
328
- | 0.3298 | 5.3786 | 554 | 0.9335 | -0.1407 | 0.9335 | 0.9662 |
329
- | 0.3298 | 5.3981 | 556 | 0.8960 | -0.1576 | 0.8960 | 0.9466 |
330
- | 0.3298 | 5.4175 | 558 | 0.9265 | 0.1277 | 0.9265 | 0.9625 |
331
- | 0.3298 | 5.4369 | 560 | 0.9394 | 0.0793 | 0.9394 | 0.9692 |
332
- | 0.3298 | 5.4563 | 562 | 0.8367 | 0.0357 | 0.8367 | 0.9147 |
333
- | 0.3298 | 5.4757 | 564 | 0.8429 | -0.1526 | 0.8429 | 0.9181 |
334
- | 0.3298 | 5.4951 | 566 | 0.8460 | -0.1588 | 0.8460 | 0.9198 |
335
- | 0.3298 | 5.5146 | 568 | 0.8271 | 0.0357 | 0.8271 | 0.9095 |
336
- | 0.3298 | 5.5340 | 570 | 0.8741 | 0.1449 | 0.8741 | 0.9349 |
337
- | 0.3298 | 5.5534 | 572 | 0.8683 | 0.1047 | 0.8683 | 0.9318 |
338
- | 0.3298 | 5.5728 | 574 | 0.8524 | 0.1048 | 0.8524 | 0.9232 |
339
- | 0.3298 | 5.5922 | 576 | 0.8580 | 0.1599 | 0.8580 | 0.9263 |
340
- | 0.3298 | 5.6117 | 578 | 0.8669 | 0.1192 | 0.8669 | 0.9311 |
341
- | 0.3298 | 5.6311 | 580 | 0.8755 | -0.1576 | 0.8755 | 0.9357 |
342
- | 0.3298 | 5.6505 | 582 | 0.8889 | -0.1576 | 0.8889 | 0.9428 |
343
- | 0.3298 | 5.6699 | 584 | 0.8795 | 0.0783 | 0.8795 | 0.9378 |
344
- | 0.3298 | 5.6893 | 586 | 0.8713 | 0.0562 | 0.8713 | 0.9335 |
345
- | 0.3298 | 5.7087 | 588 | 0.8242 | 0.0814 | 0.8242 | 0.9078 |
346
- | 0.3298 | 5.7282 | 590 | 0.8433 | -0.1584 | 0.8433 | 0.9183 |
347
- | 0.3298 | 5.7476 | 592 | 0.8324 | -0.0426 | 0.8324 | 0.9123 |
348
- | 0.3298 | 5.7670 | 594 | 0.8092 | 0.0828 | 0.8092 | 0.8995 |
349
- | 0.3298 | 5.7864 | 596 | 0.8290 | 0.1485 | 0.8290 | 0.9105 |
350
- | 0.3298 | 5.8058 | 598 | 0.9716 | 0.0762 | 0.9716 | 0.9857 |
351
- | 0.3298 | 5.8252 | 600 | 0.9984 | 0.0267 | 0.9984 | 0.9992 |
352
- | 0.3298 | 5.8447 | 602 | 0.8735 | 0.0880 | 0.8735 | 0.9346 |
353
- | 0.3298 | 5.8641 | 604 | 0.8294 | -0.0426 | 0.8294 | 0.9107 |
354
- | 0.3298 | 5.8835 | 606 | 0.8640 | -0.0963 | 0.8640 | 0.9295 |
355
- | 0.3298 | 5.9029 | 608 | 0.8229 | 0.0053 | 0.8229 | 0.9071 |
356
- | 0.3298 | 5.9223 | 610 | 0.8018 | 0.0821 | 0.8018 | 0.8954 |
357
- | 0.3298 | 5.9417 | 612 | 0.8471 | 0.0956 | 0.8471 | 0.9204 |
358
- | 0.3298 | 5.9612 | 614 | 0.8375 | 0.1495 | 0.8375 | 0.9152 |
359
- | 0.3298 | 5.9806 | 616 | 0.8648 | 0.1485 | 0.8648 | 0.9299 |
360
- | 0.3298 | 6.0 | 618 | 0.8660 | -0.1638 | 0.8660 | 0.9306 |
361
- | 0.3298 | 6.0194 | 620 | 0.9053 | -0.1517 | 0.9053 | 0.9515 |
362
- | 0.3298 | 6.0388 | 622 | 0.9724 | -0.0197 | 0.9724 | 0.9861 |
363
- | 0.3298 | 6.0583 | 624 | 0.9345 | 0.0923 | 0.9345 | 0.9667 |
364
- | 0.3298 | 6.0777 | 626 | 0.8418 | 0.1249 | 0.8418 | 0.9175 |
365
- | 0.3298 | 6.0971 | 628 | 0.7716 | 0.0395 | 0.7716 | 0.8784 |
366
- | 0.3298 | 6.1165 | 630 | 0.7513 | 0.0334 | 0.7513 | 0.8668 |
367
- | 0.3298 | 6.1359 | 632 | 0.7489 | 0.0334 | 0.7489 | 0.8654 |
368
- | 0.3298 | 6.1553 | 634 | 0.7742 | 0.0414 | 0.7742 | 0.8799 |
369
- | 0.3298 | 6.1748 | 636 | 0.7976 | -0.0524 | 0.7976 | 0.8931 |
370
- | 0.3298 | 6.1942 | 638 | 0.8491 | 0.0289 | 0.8491 | 0.9215 |
371
- | 0.3298 | 6.2136 | 640 | 0.9624 | 0.0799 | 0.9624 | 0.9810 |
372
- | 0.3298 | 6.2330 | 642 | 0.9514 | 0.0461 | 0.9514 | 0.9754 |
373
- | 0.3298 | 6.2524 | 644 | 0.9389 | -0.0142 | 0.9389 | 0.9690 |
374
- | 0.3298 | 6.2718 | 646 | 1.0344 | 0.0402 | 1.0344 | 1.0171 |
375
- | 0.3298 | 6.2913 | 648 | 0.9560 | 0.0673 | 0.9560 | 0.9777 |
376
- | 0.3298 | 6.3107 | 650 | 0.8078 | 0.0026 | 0.8078 | 0.8988 |
377
- | 0.3298 | 6.3301 | 652 | 0.8383 | 0.1047 | 0.8383 | 0.9156 |
378
- | 0.3298 | 6.3495 | 654 | 0.8325 | 0.1449 | 0.8325 | 0.9124 |
379
- | 0.3298 | 6.3689 | 656 | 0.7696 | 0.0814 | 0.7696 | 0.8773 |
380
- | 0.3298 | 6.3883 | 658 | 0.7608 | 0.1371 | 0.7608 | 0.8723 |
381
- | 0.3298 | 6.4078 | 660 | 0.8423 | -0.1588 | 0.8423 | 0.9178 |
382
- | 0.3298 | 6.4272 | 662 | 0.8416 | -0.1588 | 0.8416 | 0.9174 |
383
- | 0.3298 | 6.4466 | 664 | 0.8305 | -0.0816 | 0.8305 | 0.9113 |
384
- | 0.3298 | 6.4660 | 666 | 0.8516 | 0.0633 | 0.8516 | 0.9228 |
385
- | 0.3298 | 6.4854 | 668 | 0.8204 | 0.1144 | 0.8204 | 0.9058 |
386
- | 0.3298 | 6.5049 | 670 | 0.7695 | 0.0869 | 0.7695 | 0.8772 |
387
- | 0.3298 | 6.5243 | 672 | 0.7633 | 0.0454 | 0.7633 | 0.8737 |
388
- | 0.3298 | 6.5437 | 674 | 0.7398 | 0.0967 | 0.7398 | 0.8601 |
389
- | 0.3298 | 6.5631 | 676 | 0.7171 | 0.1371 | 0.7171 | 0.8468 |
390
- | 0.3298 | 6.5825 | 678 | 0.8076 | 0.0476 | 0.8076 | 0.8987 |
391
- | 0.3298 | 6.6019 | 680 | 0.8747 | -0.0033 | 0.8747 | 0.9353 |
392
- | 0.3298 | 6.6214 | 682 | 0.8858 | -0.0033 | 0.8858 | 0.9412 |
393
- | 0.3298 | 6.6408 | 684 | 0.7936 | 0.0680 | 0.7936 | 0.8908 |
394
- | 0.3298 | 6.6602 | 686 | 0.8037 | 0.0394 | 0.8037 | 0.8965 |
395
- | 0.3298 | 6.6796 | 688 | 0.8218 | -0.0999 | 0.8218 | 0.9065 |
396
- | 0.3298 | 6.6990 | 690 | 0.8669 | 0.0490 | 0.8669 | 0.9310 |
397
- | 0.3298 | 6.7184 | 692 | 0.8589 | 0.0490 | 0.8589 | 0.9268 |
398
- | 0.3298 | 6.7379 | 694 | 0.7925 | 0.0814 | 0.7925 | 0.8902 |
399
- | 0.3298 | 6.7573 | 696 | 0.7662 | 0.0967 | 0.7662 | 0.8753 |
400
- | 0.3298 | 6.7767 | 698 | 0.7364 | 0.0814 | 0.7364 | 0.8581 |
401
- | 0.3298 | 6.7961 | 700 | 0.7740 | 0.0512 | 0.7740 | 0.8798 |
402
- | 0.3298 | 6.8155 | 702 | 0.8481 | -0.0033 | 0.8481 | 0.9209 |
403
- | 0.3298 | 6.8350 | 704 | 0.8829 | -0.0076 | 0.8829 | 0.9396 |
404
- | 0.3298 | 6.8544 | 706 | 0.8669 | -0.0076 | 0.8669 | 0.9311 |
405
- | 0.3298 | 6.8738 | 708 | 0.8245 | 0.0016 | 0.8245 | 0.9080 |
406
- | 0.3298 | 6.8932 | 710 | 0.7682 | 0.0768 | 0.7682 | 0.8764 |
407
- | 0.3298 | 6.9126 | 712 | 0.7545 | 0.0814 | 0.7545 | 0.8686 |
408
- | 0.3298 | 6.9320 | 714 | 0.7825 | 0.1612 | 0.7825 | 0.8846 |
409
- | 0.3298 | 6.9515 | 716 | 0.8437 | -0.0008 | 0.8437 | 0.9186 |
410
- | 0.3298 | 6.9709 | 718 | 0.8009 | 0.0099 | 0.8009 | 0.8950 |
411
- | 0.3298 | 6.9903 | 720 | 0.7480 | 0.0768 | 0.7480 | 0.8649 |
412
- | 0.3298 | 7.0097 | 722 | 0.7757 | 0.0680 | 0.7757 | 0.8807 |
413
- | 0.3298 | 7.0291 | 724 | 0.7879 | 0.0680 | 0.7879 | 0.8876 |
414
- | 0.3298 | 7.0485 | 726 | 0.8484 | 0.0600 | 0.8484 | 0.9211 |
415
- | 0.3298 | 7.0680 | 728 | 0.8537 | -0.0443 | 0.8537 | 0.9240 |
416
- | 0.3298 | 7.0874 | 730 | 0.8726 | -0.0846 | 0.8726 | 0.9342 |
417
- | 0.3298 | 7.1068 | 732 | 0.8855 | -0.0439 | 0.8855 | 0.9410 |
418
- | 0.3298 | 7.1262 | 734 | 0.8456 | -0.0785 | 0.8456 | 0.9195 |
419
- | 0.3298 | 7.1456 | 736 | 0.8685 | 0.1048 | 0.8685 | 0.9319 |
420
- | 0.3298 | 7.1650 | 738 | 0.9035 | 0.0068 | 0.9035 | 0.9505 |
421
- | 0.3298 | 7.1845 | 740 | 0.8247 | 0.0247 | 0.8247 | 0.9081 |
422
- | 0.3298 | 7.2039 | 742 | 0.7928 | 0.0395 | 0.7928 | 0.8904 |
423
- | 0.3298 | 7.2233 | 744 | 0.7824 | 0.0814 | 0.7824 | 0.8846 |
424
- | 0.3298 | 7.2427 | 746 | 0.7961 | 0.0225 | 0.7961 | 0.8922 |
425
- | 0.3298 | 7.2621 | 748 | 0.7753 | 0.0814 | 0.7753 | 0.8805 |
426
- | 0.3298 | 7.2816 | 750 | 0.7601 | 0.0355 | 0.7601 | 0.8718 |
427
- | 0.3298 | 7.3010 | 752 | 0.7576 | 0.0395 | 0.7576 | 0.8704 |
428
- | 0.3298 | 7.3204 | 754 | 0.7570 | 0.0814 | 0.7570 | 0.8700 |
429
- | 0.3298 | 7.3398 | 756 | 0.7702 | 0.0768 | 0.7702 | 0.8776 |
430
- | 0.3298 | 7.3592 | 758 | 0.7712 | 0.0768 | 0.7712 | 0.8782 |
431
- | 0.3298 | 7.3786 | 760 | 0.7835 | 0.0776 | 0.7835 | 0.8851 |
432
- | 0.3298 | 7.3981 | 762 | 0.8072 | 0.0776 | 0.8072 | 0.8984 |
433
- | 0.3298 | 7.4175 | 764 | 0.8425 | 0.0650 | 0.8425 | 0.9179 |
434
- | 0.3298 | 7.4369 | 766 | 0.9952 | 0.0547 | 0.9952 | 0.9976 |
435
- | 0.3298 | 7.4563 | 768 | 0.9692 | 0.0605 | 0.9692 | 0.9845 |
436
- | 0.3298 | 7.4757 | 770 | 0.8435 | 0.0650 | 0.8435 | 0.9184 |
437
- | 0.3298 | 7.4951 | 772 | 0.8196 | -0.0939 | 0.8196 | 0.9053 |
438
- | 0.3298 | 7.5146 | 774 | 0.8278 | -0.0889 | 0.8278 | 0.9098 |
439
- | 0.3298 | 7.5340 | 776 | 0.8140 | 0.0768 | 0.8140 | 0.9022 |
440
- | 0.3298 | 7.5534 | 778 | 0.8549 | 0.0016 | 0.8549 | 0.9246 |
441
- | 0.3298 | 7.5728 | 780 | 0.8669 | 0.0362 | 0.8669 | 0.9311 |
442
- | 0.3298 | 7.5922 | 782 | 0.8339 | 0.0043 | 0.8339 | 0.9132 |
443
- | 0.3298 | 7.6117 | 784 | 0.7643 | 0.0759 | 0.7643 | 0.8742 |
444
- | 0.3298 | 7.6311 | 786 | 0.7491 | 0.1433 | 0.7491 | 0.8655 |
445
- | 0.3298 | 7.6505 | 788 | 0.7756 | -0.0488 | 0.7756 | 0.8807 |
446
- | 0.3298 | 7.6699 | 790 | 0.7588 | 0.1371 | 0.7588 | 0.8711 |
447
- | 0.3298 | 7.6893 | 792 | 0.8068 | 0.0588 | 0.8068 | 0.8982 |
448
- | 0.3298 | 7.7087 | 794 | 0.9578 | 0.0526 | 0.9578 | 0.9787 |
449
- | 0.3298 | 7.7282 | 796 | 1.0343 | 0.0443 | 1.0343 | 1.0170 |
450
- | 0.3298 | 7.7476 | 798 | 0.9049 | -0.0033 | 0.9049 | 0.9513 |
451
- | 0.3298 | 7.7670 | 800 | 0.8318 | -0.0955 | 0.8318 | 0.9120 |
452
- | 0.3298 | 7.7864 | 802 | 0.8691 | -0.0821 | 0.8691 | 0.9323 |
453
- | 0.3298 | 7.8058 | 804 | 0.8498 | -0.0465 | 0.8498 | 0.9218 |
454
- | 0.3298 | 7.8252 | 806 | 0.8565 | -0.0686 | 0.8565 | 0.9255 |
455
- | 0.3298 | 7.8447 | 808 | 0.9360 | -0.0056 | 0.9360 | 0.9675 |
456
- | 0.3298 | 7.8641 | 810 | 0.9672 | -0.0200 | 0.9672 | 0.9834 |
457
- | 0.3298 | 7.8835 | 812 | 0.9090 | 0.0409 | 0.9090 | 0.9534 |
458
- | 0.3298 | 7.9029 | 814 | 0.8370 | -0.0138 | 0.8370 | 0.9149 |
459
- | 0.3298 | 7.9223 | 816 | 0.9254 | -0.0852 | 0.9254 | 0.9620 |
460
- | 0.3298 | 7.9417 | 818 | 1.0182 | -0.0672 | 1.0182 | 1.0091 |
461
- | 0.3298 | 7.9612 | 820 | 0.9385 | -0.0707 | 0.9385 | 0.9688 |
462
- | 0.3298 | 7.9806 | 822 | 0.8073 | -0.0407 | 0.8073 | 0.8985 |
463
- | 0.3298 | 8.0 | 824 | 0.7207 | 0.1433 | 0.7207 | 0.8490 |
464
- | 0.3298 | 8.0194 | 826 | 0.7476 | 0.0714 | 0.7476 | 0.8646 |
465
- | 0.3298 | 8.0388 | 828 | 0.8134 | 0.0999 | 0.8134 | 0.9019 |
466
- | 0.3298 | 8.0583 | 830 | 0.8197 | 0.0442 | 0.8197 | 0.9054 |
467
- | 0.3298 | 8.0777 | 832 | 0.7617 | 0.1097 | 0.7617 | 0.8728 |
468
- | 0.3298 | 8.0971 | 834 | 0.7197 | 0.1379 | 0.7197 | 0.8483 |
469
- | 0.3298 | 8.1165 | 836 | 0.7428 | 0.0432 | 0.7428 | 0.8619 |
470
- | 0.3298 | 8.1359 | 838 | 0.7613 | -0.0465 | 0.7613 | 0.8725 |
471
- | 0.3298 | 8.1553 | 840 | 0.7647 | -0.0029 | 0.7647 | 0.8745 |
472
- | 0.3298 | 8.1748 | 842 | 0.7834 | -0.0145 | 0.7834 | 0.8851 |
473
- | 0.3298 | 8.1942 | 844 | 0.8328 | 0.1001 | 0.8328 | 0.9126 |
474
- | 0.3298 | 8.2136 | 846 | 0.8566 | 0.0016 | 0.8566 | 0.9255 |
475
- | 0.3298 | 8.2330 | 848 | 0.8060 | 0.1096 | 0.8060 | 0.8978 |
476
- | 0.3298 | 8.2524 | 850 | 0.7783 | 0.0338 | 0.7783 | 0.8822 |
477
- | 0.3298 | 8.2718 | 852 | 0.7653 | 0.1371 | 0.7653 | 0.8748 |
478
- | 0.3298 | 8.2913 | 854 | 0.7611 | 0.0814 | 0.7611 | 0.8724 |
479
- | 0.3298 | 8.3107 | 856 | 0.7952 | 0.1097 | 0.7952 | 0.8917 |
480
- | 0.3298 | 8.3301 | 858 | 0.8206 | 0.0442 | 0.8206 | 0.9059 |
481
- | 0.3298 | 8.3495 | 860 | 0.8008 | 0.1148 | 0.8008 | 0.8948 |
482
- | 0.3298 | 8.3689 | 862 | 0.8045 | -0.0444 | 0.8045 | 0.8969 |
483
- | 0.3298 | 8.3883 | 864 | 0.8259 | -0.0831 | 0.8259 | 0.9088 |
484
- | 0.3298 | 8.4078 | 866 | 0.8253 | -0.0500 | 0.8253 | 0.9085 |
485
- | 0.3298 | 8.4272 | 868 | 0.8085 | 0.0357 | 0.8085 | 0.8992 |
486
- | 0.3298 | 8.4466 | 870 | 0.7898 | 0.0338 | 0.7898 | 0.8887 |
487
- | 0.3298 | 8.4660 | 872 | 0.7746 | 0.0807 | 0.7746 | 0.8801 |
488
- | 0.3298 | 8.4854 | 874 | 0.7609 | 0.0807 | 0.7609 | 0.8723 |
489
- | 0.3298 | 8.5049 | 876 | 0.7498 | 0.0807 | 0.7498 | 0.8659 |
490
- | 0.3298 | 8.5243 | 878 | 0.7286 | 0.0857 | 0.7286 | 0.8536 |
491
- | 0.3298 | 8.5437 | 880 | 0.7133 | 0.1444 | 0.7133 | 0.8446 |
492
- | 0.3298 | 8.5631 | 882 | 0.7236 | 0.0807 | 0.7236 | 0.8506 |
493
- | 0.3298 | 8.5825 | 884 | 0.7600 | 0.0670 | 0.7600 | 0.8718 |
494
- | 0.3298 | 8.6019 | 886 | 0.7994 | 0.0628 | 0.7994 | 0.8941 |
495
- | 0.3298 | 8.6214 | 888 | 0.8185 | -0.0351 | 0.8185 | 0.9047 |
496
- | 0.3298 | 8.6408 | 890 | 0.8076 | 0.1202 | 0.8076 | 0.8987 |
497
- | 0.3298 | 8.6602 | 892 | 0.7938 | 0.0768 | 0.7938 | 0.8910 |
498
- | 0.3298 | 8.6796 | 894 | 0.8129 | 0.0670 | 0.8129 | 0.9016 |
499
- | 0.3298 | 8.6990 | 896 | 0.8614 | -0.0008 | 0.8614 | 0.9281 |
500
- | 0.3298 | 8.7184 | 898 | 0.9101 | 0.0260 | 0.9101 | 0.9540 |
501
- | 0.3298 | 8.7379 | 900 | 0.8984 | -0.0079 | 0.8984 | 0.9478 |
502
- | 0.3298 | 8.7573 | 902 | 0.7851 | 0.0759 | 0.7851 | 0.8861 |
503
- | 0.3298 | 8.7767 | 904 | 0.7657 | 0.0 | 0.7657 | 0.8750 |
504
- | 0.3298 | 8.7961 | 906 | 0.7486 | -0.0032 | 0.7486 | 0.8652 |
505
- | 0.3298 | 8.8155 | 908 | 0.7413 | 0.1379 | 0.7413 | 0.8610 |
506
- | 0.3298 | 8.8350 | 910 | 0.7714 | 0.0759 | 0.7714 | 0.8783 |
507
- | 0.3298 | 8.8544 | 912 | 0.7809 | 0.1148 | 0.7809 | 0.8837 |
508
- | 0.3298 | 8.8738 | 914 | 0.7835 | 0.0759 | 0.7835 | 0.8851 |
509
- | 0.3298 | 8.8932 | 916 | 0.7882 | 0.0768 | 0.7882 | 0.8878 |
510
- | 0.3298 | 8.9126 | 918 | 0.8016 | 0.1199 | 0.8016 | 0.8953 |
511
- | 0.3298 | 8.9320 | 920 | 0.8149 | 0.0999 | 0.8149 | 0.9027 |
512
- | 0.3298 | 8.9515 | 922 | 0.8324 | -0.0008 | 0.8324 | 0.9123 |
513
- | 0.3298 | 8.9709 | 924 | 0.8522 | -0.0008 | 0.8522 | 0.9232 |
514
- | 0.3298 | 8.9903 | 926 | 0.8083 | 0.0512 | 0.8083 | 0.8991 |
515
- | 0.3298 | 9.0097 | 928 | 0.7385 | 0.1379 | 0.7385 | 0.8594 |
516
- | 0.3298 | 9.0291 | 930 | 0.7689 | -0.1397 | 0.7689 | 0.8769 |
517
- | 0.3298 | 9.0485 | 932 | 0.7947 | -0.1737 | 0.7947 | 0.8915 |
518
- | 0.3298 | 9.0680 | 934 | 0.7723 | -0.0029 | 0.7723 | 0.8788 |
519
- | 0.3298 | 9.0874 | 936 | 0.7956 | 0.0338 | 0.7956 | 0.8920 |
520
- | 0.3298 | 9.1068 | 938 | 0.8537 | 0.0956 | 0.8537 | 0.9239 |
521
- | 0.3298 | 9.1262 | 940 | 0.9921 | -0.0094 | 0.9921 | 0.9960 |
522
- | 0.3298 | 9.1456 | 942 | 1.0822 | 0.0454 | 1.0822 | 1.0403 |
523
- | 0.3298 | 9.1650 | 944 | 0.9920 | -0.0094 | 0.9920 | 0.9960 |
524
- | 0.3298 | 9.1845 | 946 | 0.8365 | 0.1599 | 0.8365 | 0.9146 |
525
- | 0.3298 | 9.2039 | 948 | 0.7857 | 0.0449 | 0.7857 | 0.8864 |
526
- | 0.3298 | 9.2233 | 950 | 0.7647 | 0.0449 | 0.7647 | 0.8744 |
527
- | 0.3298 | 9.2427 | 952 | 0.7373 | 0.1444 | 0.7373 | 0.8587 |
528
- | 0.3298 | 9.2621 | 954 | 0.7806 | 0.0714 | 0.7806 | 0.8835 |
529
- | 0.3298 | 9.2816 | 956 | 0.9977 | 0.0815 | 0.9977 | 0.9988 |
530
- | 0.3298 | 9.3010 | 958 | 1.2062 | -0.0012 | 1.2062 | 1.0983 |
531
- | 0.3298 | 9.3204 | 960 | 1.2151 | 0.0044 | 1.2151 | 1.1023 |
532
- | 0.3298 | 9.3398 | 962 | 1.0575 | 0.0193 | 1.0575 | 1.0283 |
533
- | 0.3298 | 9.3592 | 964 | 0.9080 | 0.0181 | 0.9080 | 0.9529 |
534
- | 0.3298 | 9.3786 | 966 | 0.8644 | -0.0343 | 0.8644 | 0.9297 |
535
- | 0.3298 | 9.3981 | 968 | 0.8165 | -0.0029 | 0.8165 | 0.9036 |
536
- | 0.3298 | 9.4175 | 970 | 0.7775 | 0.0759 | 0.7775 | 0.8818 |
537
- | 0.3298 | 9.4369 | 972 | 0.7837 | 0.0670 | 0.7837 | 0.8853 |
538
- | 0.3298 | 9.4563 | 974 | 0.8119 | 0.0549 | 0.8119 | 0.9011 |
539
- | 0.3298 | 9.4757 | 976 | 0.8539 | -0.0408 | 0.8539 | 0.9241 |
540
- | 0.3298 | 9.4951 | 978 | 0.8308 | 0.0512 | 0.8308 | 0.9115 |
541
- | 0.3298 | 9.5146 | 980 | 0.7930 | 0.0759 | 0.7930 | 0.8905 |
542
- | 0.3298 | 9.5340 | 982 | 0.8039 | 0.0759 | 0.8039 | 0.8966 |
543
- | 0.3298 | 9.5534 | 984 | 0.8231 | -0.0704 | 0.8231 | 0.9073 |
544
- | 0.3298 | 9.5728 | 986 | 0.8555 | 0.0588 | 0.8555 | 0.9249 |
545
- | 0.3298 | 9.5922 | 988 | 0.8524 | 0.0588 | 0.8524 | 0.9233 |
546
- | 0.3298 | 9.6117 | 990 | 0.8237 | -0.0287 | 0.8237 | 0.9076 |
547
- | 0.3298 | 9.6311 | 992 | 0.7987 | 0.0857 | 0.7987 | 0.8937 |
548
- | 0.3298 | 9.6505 | 994 | 0.7797 | 0.1444 | 0.7797 | 0.8830 |
549
- | 0.3298 | 9.6699 | 996 | 0.7806 | 0.0807 | 0.7806 | 0.8835 |
550
- | 0.3298 | 9.6893 | 998 | 0.7965 | 0.0225 | 0.7965 | 0.8925 |
551
- | 0.0713 | 9.7087 | 1000 | 0.8409 | 0.0512 | 0.8409 | 0.9170 |
552
- | 0.0713 | 9.7282 | 1002 | 0.8126 | 0.0225 | 0.8126 | 0.9015 |
553
- | 0.0713 | 9.7476 | 1004 | 0.8058 | 0.0225 | 0.8058 | 0.8977 |
554
- | 0.0713 | 9.7670 | 1006 | 0.7989 | 0.0225 | 0.7989 | 0.8938 |
555
- | 0.0713 | 9.7864 | 1008 | 0.7978 | 0.0225 | 0.7978 | 0.8932 |
556
- | 0.0713 | 9.8058 | 1010 | 0.8349 | 0.1336 | 0.8349 | 0.9137 |
557
- | 0.0713 | 9.8252 | 1012 | 0.8309 | 0.0956 | 0.8309 | 0.9115 |
558
- | 0.0713 | 9.8447 | 1014 | 0.7866 | 0.0191 | 0.7866 | 0.8869 |
559
- | 0.0713 | 9.8641 | 1016 | 0.7615 | 0.0918 | 0.7615 | 0.8726 |
560
- | 0.0713 | 9.8835 | 1018 | 0.7588 | 0.0918 | 0.7588 | 0.8711 |
561
- | 0.0713 | 9.9029 | 1020 | 0.7727 | 0.0918 | 0.7727 | 0.8791 |
562
- | 0.0713 | 9.9223 | 1022 | 0.8087 | 0.0191 | 0.8087 | 0.8993 |
563
- | 0.0713 | 9.9417 | 1024 | 0.9514 | 0.0304 | 0.9514 | 0.9754 |
564
- | 0.0713 | 9.9612 | 1026 | 1.0448 | 0.0152 | 1.0448 | 1.0222 |
565
- | 0.0713 | 9.9806 | 1028 | 1.0371 | 0.0152 | 1.0371 | 1.0184 |
566
- | 0.0713 | 10.0 | 1030 | 0.9378 | 0.0304 | 0.9378 | 0.9684 |
567
 
568
 
569
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6336
19
+ - Qwk: 0.6226
20
+ - Mse: 0.6336
21
+ - Rmse: 0.7960
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 3.8265 | 0.0012 | 3.8265 | 1.9561 |
53
+ | No log | 0.8 | 4 | 2.4916 | 0.0700 | 2.4916 | 1.5785 |
54
+ | No log | 1.2 | 6 | 1.2261 | 0.0731 | 1.2261 | 1.1073 |
55
+ | No log | 1.6 | 8 | 1.1498 | 0.0613 | 1.1498 | 1.0723 |
56
+ | No log | 2.0 | 10 | 1.0758 | 0.2834 | 1.0758 | 1.0372 |
57
+ | No log | 2.4 | 12 | 1.0712 | 0.2243 | 1.0712 | 1.0350 |
58
+ | No log | 2.8 | 14 | 1.0568 | 0.2391 | 1.0568 | 1.0280 |
59
+ | No log | 3.2 | 16 | 0.9427 | 0.2818 | 0.9427 | 0.9709 |
60
+ | No log | 3.6 | 18 | 0.8810 | 0.2944 | 0.8810 | 0.9386 |
61
+ | No log | 4.0 | 20 | 0.8305 | 0.4035 | 0.8305 | 0.9113 |
62
+ | No log | 4.4 | 22 | 0.8123 | 0.4596 | 0.8123 | 0.9013 |
63
+ | No log | 4.8 | 24 | 0.8435 | 0.5429 | 0.8435 | 0.9184 |
64
+ | No log | 5.2 | 26 | 0.8340 | 0.5873 | 0.8340 | 0.9132 |
65
+ | No log | 5.6 | 28 | 0.8426 | 0.5458 | 0.8426 | 0.9179 |
66
+ | No log | 6.0 | 30 | 0.8510 | 0.5614 | 0.8510 | 0.9225 |
67
+ | No log | 6.4 | 32 | 1.1040 | 0.3350 | 1.1040 | 1.0507 |
68
+ | No log | 6.8 | 34 | 1.0128 | 0.3889 | 1.0128 | 1.0064 |
69
+ | No log | 7.2 | 36 | 0.8260 | 0.5984 | 0.8260 | 0.9088 |
70
+ | No log | 7.6 | 38 | 0.9052 | 0.5626 | 0.9052 | 0.9514 |
71
+ | No log | 8.0 | 40 | 0.8251 | 0.5428 | 0.8251 | 0.9083 |
72
+ | No log | 8.4 | 42 | 0.8081 | 0.5363 | 0.8081 | 0.8989 |
73
+ | No log | 8.8 | 44 | 0.8266 | 0.4720 | 0.8266 | 0.9092 |
74
+ | No log | 9.2 | 46 | 0.7457 | 0.5902 | 0.7457 | 0.8635 |
75
+ | No log | 9.6 | 48 | 0.8654 | 0.4712 | 0.8654 | 0.9303 |
76
+ | No log | 10.0 | 50 | 0.8696 | 0.4812 | 0.8696 | 0.9325 |
77
+ | No log | 10.4 | 52 | 0.7484 | 0.6390 | 0.7484 | 0.8651 |
78
+ | No log | 10.8 | 54 | 0.7600 | 0.5830 | 0.7600 | 0.8718 |
79
+ | No log | 11.2 | 56 | 0.7636 | 0.6022 | 0.7636 | 0.8738 |
80
+ | No log | 11.6 | 58 | 0.7732 | 0.6094 | 0.7732 | 0.8793 |
81
+ | No log | 12.0 | 60 | 0.7734 | 0.6094 | 0.7734 | 0.8795 |
82
+ | No log | 12.4 | 62 | 0.7716 | 0.6178 | 0.7716 | 0.8784 |
83
+ | No log | 12.8 | 64 | 0.7671 | 0.5977 | 0.7671 | 0.8759 |
84
+ | No log | 13.2 | 66 | 0.7719 | 0.5710 | 0.7719 | 0.8786 |
85
+ | No log | 13.6 | 68 | 0.7808 | 0.6303 | 0.7808 | 0.8836 |
86
+ | No log | 14.0 | 70 | 0.8536 | 0.6271 | 0.8536 | 0.9239 |
87
+ | No log | 14.4 | 72 | 0.7786 | 0.6102 | 0.7786 | 0.8824 |
88
+ | No log | 14.8 | 74 | 0.7485 | 0.6162 | 0.7485 | 0.8652 |
89
+ | No log | 15.2 | 76 | 0.7077 | 0.6197 | 0.7077 | 0.8413 |
90
+ | No log | 15.6 | 78 | 0.7118 | 0.5966 | 0.7118 | 0.8437 |
91
+ | No log | 16.0 | 80 | 0.7881 | 0.5118 | 0.7881 | 0.8877 |
92
+ | No log | 16.4 | 82 | 0.8037 | 0.5309 | 0.8037 | 0.8965 |
93
+ | No log | 16.8 | 84 | 0.7121 | 0.6284 | 0.7121 | 0.8438 |
94
+ | No log | 17.2 | 86 | 0.7806 | 0.5458 | 0.7806 | 0.8835 |
95
+ | No log | 17.6 | 88 | 0.7858 | 0.6064 | 0.7858 | 0.8865 |
96
+ | No log | 18.0 | 90 | 0.7166 | 0.6197 | 0.7166 | 0.8465 |
97
+ | No log | 18.4 | 92 | 0.7128 | 0.5391 | 0.7128 | 0.8442 |
98
+ | No log | 18.8 | 94 | 0.7647 | 0.5427 | 0.7647 | 0.8745 |
99
+ | No log | 19.2 | 96 | 0.7030 | 0.5830 | 0.7030 | 0.8384 |
100
+ | No log | 19.6 | 98 | 0.7174 | 0.6451 | 0.7174 | 0.8470 |
101
+ | No log | 20.0 | 100 | 0.7716 | 0.6004 | 0.7716 | 0.8784 |
102
+ | No log | 20.4 | 102 | 0.7163 | 0.6160 | 0.7163 | 0.8464 |
103
+ | No log | 20.8 | 104 | 0.6953 | 0.6624 | 0.6953 | 0.8339 |
104
+ | No log | 21.2 | 106 | 0.7547 | 0.5554 | 0.7547 | 0.8688 |
105
+ | No log | 21.6 | 108 | 0.7634 | 0.6064 | 0.7634 | 0.8737 |
106
+ | No log | 22.0 | 110 | 0.7120 | 0.6289 | 0.7120 | 0.8438 |
107
+ | No log | 22.4 | 112 | 0.7230 | 0.5987 | 0.7230 | 0.8503 |
108
+ | No log | 22.8 | 114 | 0.6869 | 0.6032 | 0.6869 | 0.8288 |
109
+ | No log | 23.2 | 116 | 0.7046 | 0.5622 | 0.7046 | 0.8394 |
110
+ | No log | 23.6 | 118 | 0.7582 | 0.5233 | 0.7582 | 0.8708 |
111
+ | No log | 24.0 | 120 | 0.6800 | 0.5817 | 0.6800 | 0.8246 |
112
+ | No log | 24.4 | 122 | 0.6739 | 0.6324 | 0.6739 | 0.8209 |
113
+ | No log | 24.8 | 124 | 0.7167 | 0.6284 | 0.7167 | 0.8466 |
114
+ | No log | 25.2 | 126 | 0.6910 | 0.6388 | 0.6910 | 0.8312 |
115
+ | No log | 25.6 | 128 | 0.6338 | 0.6545 | 0.6338 | 0.7961 |
116
+ | No log | 26.0 | 130 | 0.6409 | 0.6447 | 0.6409 | 0.8006 |
117
+ | No log | 26.4 | 132 | 0.6742 | 0.6094 | 0.6742 | 0.8211 |
118
+ | No log | 26.8 | 134 | 0.6915 | 0.6420 | 0.6915 | 0.8315 |
119
+ | No log | 27.2 | 136 | 0.6935 | 0.6343 | 0.6935 | 0.8327 |
120
+ | No log | 27.6 | 138 | 0.6730 | 0.6554 | 0.6730 | 0.8204 |
121
+ | No log | 28.0 | 140 | 0.6424 | 0.6102 | 0.6424 | 0.8015 |
122
+ | No log | 28.4 | 142 | 0.6303 | 0.6414 | 0.6303 | 0.7939 |
123
+ | No log | 28.8 | 144 | 0.6482 | 0.6526 | 0.6482 | 0.8051 |
124
+ | No log | 29.2 | 146 | 0.6496 | 0.6148 | 0.6496 | 0.8060 |
125
+ | No log | 29.6 | 148 | 0.6461 | 0.6138 | 0.6461 | 0.8038 |
126
+ | No log | 30.0 | 150 | 0.6639 | 0.6310 | 0.6639 | 0.8148 |
127
+ | No log | 30.4 | 152 | 0.6814 | 0.5972 | 0.6814 | 0.8255 |
128
+ | No log | 30.8 | 154 | 0.6813 | 0.6197 | 0.6813 | 0.8254 |
129
+ | No log | 31.2 | 156 | 0.6678 | 0.6244 | 0.6678 | 0.8172 |
130
+ | No log | 31.6 | 158 | 0.6807 | 0.5805 | 0.6807 | 0.8250 |
131
+ | No log | 32.0 | 160 | 0.6801 | 0.5763 | 0.6801 | 0.8247 |
132
+ | No log | 32.4 | 162 | 0.6653 | 0.6310 | 0.6653 | 0.8157 |
133
+ | No log | 32.8 | 164 | 0.6806 | 0.6406 | 0.6806 | 0.8250 |
134
+ | No log | 33.2 | 166 | 0.6998 | 0.6536 | 0.6998 | 0.8366 |
135
+ | No log | 33.6 | 168 | 0.6774 | 0.6420 | 0.6774 | 0.8231 |
136
+ | No log | 34.0 | 170 | 0.6722 | 0.5883 | 0.6722 | 0.8199 |
137
+ | No log | 34.4 | 172 | 0.6865 | 0.6098 | 0.6865 | 0.8286 |
138
+ | No log | 34.8 | 174 | 0.6520 | 0.6214 | 0.6520 | 0.8075 |
139
+ | No log | 35.2 | 176 | 0.6345 | 0.6226 | 0.6345 | 0.7966 |
140
+ | No log | 35.6 | 178 | 0.6637 | 0.6197 | 0.6637 | 0.8147 |
141
+ | No log | 36.0 | 180 | 0.6622 | 0.6365 | 0.6622 | 0.8138 |
142
+ | No log | 36.4 | 182 | 0.6517 | 0.6197 | 0.6517 | 0.8073 |
143
+ | No log | 36.8 | 184 | 0.6383 | 0.6301 | 0.6383 | 0.7989 |
144
+ | No log | 37.2 | 186 | 0.6266 | 0.6157 | 0.6266 | 0.7916 |
145
+ | No log | 37.6 | 188 | 0.6272 | 0.6157 | 0.6272 | 0.7920 |
146
+ | No log | 38.0 | 190 | 0.6210 | 0.6297 | 0.6210 | 0.7880 |
147
+ | No log | 38.4 | 192 | 0.6187 | 0.6186 | 0.6187 | 0.7866 |
148
+ | No log | 38.8 | 194 | 0.6251 | 0.6333 | 0.6251 | 0.7906 |
149
+ | No log | 39.2 | 196 | 0.6626 | 0.6226 | 0.6626 | 0.8140 |
150
+ | No log | 39.6 | 198 | 0.6947 | 0.6528 | 0.6947 | 0.8335 |
151
+ | No log | 40.0 | 200 | 0.6666 | 0.6365 | 0.6666 | 0.8165 |
152
+ | No log | 40.4 | 202 | 0.6236 | 0.6510 | 0.6236 | 0.7897 |
153
+ | No log | 40.8 | 204 | 0.6311 | 0.6302 | 0.6311 | 0.7944 |
154
+ | No log | 41.2 | 206 | 0.6518 | 0.6223 | 0.6518 | 0.8073 |
155
+ | No log | 41.6 | 208 | 0.6255 | 0.6473 | 0.6255 | 0.7909 |
156
+ | No log | 42.0 | 210 | 0.6147 | 0.6493 | 0.6147 | 0.7840 |
157
+ | No log | 42.4 | 212 | 0.6215 | 0.6319 | 0.6215 | 0.7884 |
158
+ | No log | 42.8 | 214 | 0.6308 | 0.5935 | 0.6308 | 0.7943 |
159
+ | No log | 43.2 | 216 | 0.6375 | 0.5838 | 0.6375 | 0.7985 |
160
+ | No log | 43.6 | 218 | 0.6400 | 0.5935 | 0.6400 | 0.8000 |
161
+ | No log | 44.0 | 220 | 0.6428 | 0.5838 | 0.6428 | 0.8017 |
162
+ | No log | 44.4 | 222 | 0.6515 | 0.5838 | 0.6515 | 0.8071 |
163
+ | No log | 44.8 | 224 | 0.6540 | 0.5935 | 0.6540 | 0.8087 |
164
+ | No log | 45.2 | 226 | 0.6598 | 0.5673 | 0.6598 | 0.8123 |
165
+ | No log | 45.6 | 228 | 0.6773 | 0.5561 | 0.6773 | 0.8230 |
166
+ | No log | 46.0 | 230 | 0.6793 | 0.6005 | 0.6793 | 0.8242 |
167
+ | No log | 46.4 | 232 | 0.6689 | 0.6249 | 0.6689 | 0.8178 |
168
+ | No log | 46.8 | 234 | 0.6763 | 0.6075 | 0.6763 | 0.8224 |
169
+ | No log | 47.2 | 236 | 0.6681 | 0.6397 | 0.6681 | 0.8174 |
170
+ | No log | 47.6 | 238 | 0.6466 | 0.6226 | 0.6466 | 0.8041 |
171
+ | No log | 48.0 | 240 | 0.6234 | 0.6226 | 0.6234 | 0.7896 |
172
+ | No log | 48.4 | 242 | 0.6151 | 0.6275 | 0.6151 | 0.7843 |
173
+ | No log | 48.8 | 244 | 0.6213 | 0.6383 | 0.6213 | 0.7882 |
174
+ | No log | 49.2 | 246 | 0.6232 | 0.6383 | 0.6232 | 0.7894 |
175
+ | No log | 49.6 | 248 | 0.6198 | 0.6244 | 0.6198 | 0.7873 |
176
+ | No log | 50.0 | 250 | 0.6217 | 0.6406 | 0.6217 | 0.7885 |
177
+ | No log | 50.4 | 252 | 0.6243 | 0.6226 | 0.6243 | 0.7901 |
178
+ | No log | 50.8 | 254 | 0.6241 | 0.6226 | 0.6241 | 0.7900 |
179
+ | No log | 51.2 | 256 | 0.6210 | 0.6406 | 0.6210 | 0.7881 |
180
+ | No log | 51.6 | 258 | 0.6185 | 0.6120 | 0.6185 | 0.7865 |
181
+ | No log | 52.0 | 260 | 0.6153 | 0.6120 | 0.6153 | 0.7844 |
182
+ | No log | 52.4 | 262 | 0.6110 | 0.6224 | 0.6110 | 0.7817 |
183
+ | No log | 52.8 | 264 | 0.6052 | 0.6224 | 0.6052 | 0.7780 |
184
+ | No log | 53.2 | 266 | 0.6045 | 0.6129 | 0.6045 | 0.7775 |
185
+ | No log | 53.6 | 268 | 0.6100 | 0.6391 | 0.6100 | 0.7810 |
186
+ | No log | 54.0 | 270 | 0.6204 | 0.6391 | 0.6204 | 0.7877 |
187
+ | No log | 54.4 | 272 | 0.6286 | 0.6391 | 0.6286 | 0.7928 |
188
+ | No log | 54.8 | 274 | 0.6342 | 0.6391 | 0.6342 | 0.7964 |
189
+ | No log | 55.2 | 276 | 0.6398 | 0.6239 | 0.6398 | 0.7999 |
190
+ | No log | 55.6 | 278 | 0.6373 | 0.6239 | 0.6373 | 0.7983 |
191
+ | No log | 56.0 | 280 | 0.6376 | 0.6239 | 0.6376 | 0.7985 |
192
+ | No log | 56.4 | 282 | 0.6282 | 0.6484 | 0.6282 | 0.7926 |
193
+ | No log | 56.8 | 284 | 0.6309 | 0.6226 | 0.6309 | 0.7943 |
194
+ | No log | 57.2 | 286 | 0.6459 | 0.6365 | 0.6459 | 0.8037 |
195
+ | No log | 57.6 | 288 | 0.6423 | 0.6365 | 0.6423 | 0.8014 |
196
+ | No log | 58.0 | 290 | 0.6313 | 0.6197 | 0.6313 | 0.7946 |
197
+ | No log | 58.4 | 292 | 0.6286 | 0.6365 | 0.6286 | 0.7929 |
198
+ | No log | 58.8 | 294 | 0.6254 | 0.6365 | 0.6254 | 0.7908 |
199
+ | No log | 59.2 | 296 | 0.6157 | 0.6333 | 0.6157 | 0.7847 |
200
+ | No log | 59.6 | 298 | 0.6141 | 0.6266 | 0.6141 | 0.7837 |
201
+ | No log | 60.0 | 300 | 0.6151 | 0.6447 | 0.6151 | 0.7843 |
202
+ | No log | 60.4 | 302 | 0.6158 | 0.6266 | 0.6158 | 0.7848 |
203
+ | No log | 60.8 | 304 | 0.6218 | 0.6333 | 0.6218 | 0.7885 |
204
+ | No log | 61.2 | 306 | 0.6340 | 0.6468 | 0.6340 | 0.7963 |
205
+ | No log | 61.6 | 308 | 0.6488 | 0.6335 | 0.6488 | 0.8055 |
206
+ | No log | 62.0 | 310 | 0.6634 | 0.6365 | 0.6634 | 0.8145 |
207
+ | No log | 62.4 | 312 | 0.6805 | 0.6459 | 0.6805 | 0.8249 |
208
+ | No log | 62.8 | 314 | 0.6796 | 0.6493 | 0.6796 | 0.8243 |
209
+ | No log | 63.2 | 316 | 0.6635 | 0.6493 | 0.6635 | 0.8146 |
210
+ | No log | 63.6 | 318 | 0.6499 | 0.6102 | 0.6499 | 0.8062 |
211
+ | No log | 64.0 | 320 | 0.6486 | 0.6102 | 0.6486 | 0.8054 |
212
+ | No log | 64.4 | 322 | 0.6500 | 0.6102 | 0.6500 | 0.8062 |
213
+ | No log | 64.8 | 324 | 0.6644 | 0.6365 | 0.6644 | 0.8151 |
214
+ | No log | 65.2 | 326 | 0.6795 | 0.6459 | 0.6795 | 0.8243 |
215
+ | No log | 65.6 | 328 | 0.6771 | 0.6459 | 0.6771 | 0.8228 |
216
+ | No log | 66.0 | 330 | 0.6600 | 0.6365 | 0.6600 | 0.8124 |
217
+ | No log | 66.4 | 332 | 0.6430 | 0.6226 | 0.6430 | 0.8019 |
218
+ | No log | 66.8 | 334 | 0.6351 | 0.6226 | 0.6351 | 0.7969 |
219
+ | No log | 67.2 | 336 | 0.6258 | 0.5925 | 0.6258 | 0.7911 |
220
+ | No log | 67.6 | 338 | 0.6213 | 0.5959 | 0.6213 | 0.7882 |
221
+ | No log | 68.0 | 340 | 0.6179 | 0.6068 | 0.6179 | 0.7861 |
222
+ | No log | 68.4 | 342 | 0.6143 | 0.6341 | 0.6143 | 0.7838 |
223
+ | No log | 68.8 | 344 | 0.6164 | 0.6333 | 0.6164 | 0.7851 |
224
+ | No log | 69.2 | 346 | 0.6190 | 0.6272 | 0.6190 | 0.7868 |
225
+ | No log | 69.6 | 348 | 0.6398 | 0.6169 | 0.6398 | 0.7999 |
226
+ | No log | 70.0 | 350 | 0.6556 | 0.6335 | 0.6556 | 0.8097 |
227
+ | No log | 70.4 | 352 | 0.6550 | 0.6365 | 0.6550 | 0.8093 |
228
+ | No log | 70.8 | 354 | 0.6342 | 0.6226 | 0.6342 | 0.7963 |
229
+ | No log | 71.2 | 356 | 0.6121 | 0.6406 | 0.6121 | 0.7824 |
230
+ | No log | 71.6 | 358 | 0.6086 | 0.6254 | 0.6086 | 0.7801 |
231
+ | No log | 72.0 | 360 | 0.6122 | 0.6078 | 0.6122 | 0.7824 |
232
+ | No log | 72.4 | 362 | 0.6135 | 0.6078 | 0.6135 | 0.7832 |
233
+ | No log | 72.8 | 364 | 0.6159 | 0.6120 | 0.6159 | 0.7848 |
234
+ | No log | 73.2 | 366 | 0.6213 | 0.6120 | 0.6213 | 0.7882 |
235
+ | No log | 73.6 | 368 | 0.6267 | 0.6510 | 0.6267 | 0.7917 |
236
+ | No log | 74.0 | 370 | 0.6343 | 0.6226 | 0.6343 | 0.7965 |
237
+ | No log | 74.4 | 372 | 0.6381 | 0.6226 | 0.6381 | 0.7988 |
238
+ | No log | 74.8 | 374 | 0.6366 | 0.6226 | 0.6366 | 0.7979 |
239
+ | No log | 75.2 | 376 | 0.6415 | 0.6324 | 0.6415 | 0.8010 |
240
+ | No log | 75.6 | 378 | 0.6365 | 0.6324 | 0.6365 | 0.7978 |
241
+ | No log | 76.0 | 380 | 0.6338 | 0.6324 | 0.6338 | 0.7961 |
242
+ | No log | 76.4 | 382 | 0.6293 | 0.6226 | 0.6293 | 0.7933 |
243
+ | No log | 76.8 | 384 | 0.6227 | 0.6226 | 0.6227 | 0.7891 |
244
+ | No log | 77.2 | 386 | 0.6184 | 0.6058 | 0.6184 | 0.7864 |
245
+ | No log | 77.6 | 388 | 0.6176 | 0.5959 | 0.6176 | 0.7859 |
246
+ | No log | 78.0 | 390 | 0.6185 | 0.5959 | 0.6185 | 0.7864 |
247
+ | No log | 78.4 | 392 | 0.6200 | 0.6032 | 0.6200 | 0.7874 |
248
+ | No log | 78.8 | 394 | 0.6212 | 0.6226 | 0.6212 | 0.7881 |
249
+ | No log | 79.2 | 396 | 0.6242 | 0.6226 | 0.6242 | 0.7901 |
250
+ | No log | 79.6 | 398 | 0.6257 | 0.6226 | 0.6257 | 0.7910 |
251
+ | No log | 80.0 | 400 | 0.6276 | 0.6226 | 0.6276 | 0.7922 |
252
+ | No log | 80.4 | 402 | 0.6281 | 0.6226 | 0.6281 | 0.7925 |
253
+ | No log | 80.8 | 404 | 0.6268 | 0.6226 | 0.6268 | 0.7917 |
254
+ | No log | 81.2 | 406 | 0.6271 | 0.6157 | 0.6271 | 0.7919 |
255
+ | No log | 81.6 | 408 | 0.6308 | 0.6310 | 0.6308 | 0.7942 |
256
+ | No log | 82.0 | 410 | 0.6326 | 0.6016 | 0.6326 | 0.7953 |
257
+ | No log | 82.4 | 412 | 0.6302 | 0.6310 | 0.6302 | 0.7939 |
258
+ | No log | 82.8 | 414 | 0.6283 | 0.6341 | 0.6283 | 0.7927 |
259
+ | No log | 83.2 | 416 | 0.6259 | 0.6157 | 0.6259 | 0.7911 |
260
+ | No log | 83.6 | 418 | 0.6238 | 0.6157 | 0.6238 | 0.7898 |
261
+ | No log | 84.0 | 420 | 0.6213 | 0.6333 | 0.6213 | 0.7882 |
262
+ | No log | 84.4 | 422 | 0.6208 | 0.6333 | 0.6208 | 0.7879 |
263
+ | No log | 84.8 | 424 | 0.6219 | 0.6333 | 0.6219 | 0.7886 |
264
+ | No log | 85.2 | 426 | 0.6244 | 0.6226 | 0.6244 | 0.7902 |
265
+ | No log | 85.6 | 428 | 0.6261 | 0.6226 | 0.6261 | 0.7913 |
266
+ | No log | 86.0 | 430 | 0.6262 | 0.6226 | 0.6262 | 0.7914 |
267
+ | No log | 86.4 | 432 | 0.6249 | 0.6226 | 0.6249 | 0.7905 |
268
+ | No log | 86.8 | 434 | 0.6227 | 0.6256 | 0.6227 | 0.7891 |
269
+ | No log | 87.2 | 436 | 0.6219 | 0.6256 | 0.6219 | 0.7886 |
270
+ | No log | 87.6 | 438 | 0.6208 | 0.6256 | 0.6208 | 0.7879 |
271
+ | No log | 88.0 | 440 | 0.6219 | 0.6256 | 0.6219 | 0.7886 |
272
+ | No log | 88.4 | 442 | 0.6238 | 0.6256 | 0.6238 | 0.7898 |
273
+ | No log | 88.8 | 444 | 0.6248 | 0.6226 | 0.6248 | 0.7904 |
274
+ | No log | 89.2 | 446 | 0.6242 | 0.6256 | 0.6242 | 0.7901 |
275
+ | No log | 89.6 | 448 | 0.6225 | 0.6256 | 0.6225 | 0.7890 |
276
+ | No log | 90.0 | 450 | 0.6216 | 0.6256 | 0.6216 | 0.7884 |
277
+ | No log | 90.4 | 452 | 0.6203 | 0.6256 | 0.6203 | 0.7876 |
278
+ | No log | 90.8 | 454 | 0.6207 | 0.6256 | 0.6207 | 0.7879 |
279
+ | No log | 91.2 | 456 | 0.6223 | 0.6256 | 0.6223 | 0.7888 |
280
+ | No log | 91.6 | 458 | 0.6259 | 0.6256 | 0.6259 | 0.7911 |
281
+ | No log | 92.0 | 460 | 0.6295 | 0.6324 | 0.6295 | 0.7934 |
282
+ | No log | 92.4 | 462 | 0.6336 | 0.6324 | 0.6336 | 0.7960 |
283
+ | No log | 92.8 | 464 | 0.6356 | 0.6324 | 0.6356 | 0.7973 |
284
+ | No log | 93.2 | 466 | 0.6358 | 0.6324 | 0.6358 | 0.7974 |
285
+ | No log | 93.6 | 468 | 0.6357 | 0.6324 | 0.6357 | 0.7973 |
286
+ | No log | 94.0 | 470 | 0.6373 | 0.6324 | 0.6373 | 0.7983 |
287
+ | No log | 94.4 | 472 | 0.6390 | 0.6324 | 0.6390 | 0.7994 |
288
+ | No log | 94.8 | 474 | 0.6406 | 0.6324 | 0.6406 | 0.8004 |
289
+ | No log | 95.2 | 476 | 0.6414 | 0.6324 | 0.6414 | 0.8009 |
290
+ | No log | 95.6 | 478 | 0.6418 | 0.6324 | 0.6418 | 0.8011 |
291
+ | No log | 96.0 | 480 | 0.6418 | 0.6324 | 0.6418 | 0.8011 |
292
+ | No log | 96.4 | 482 | 0.6422 | 0.6324 | 0.6422 | 0.8014 |
293
+ | No log | 96.8 | 484 | 0.6412 | 0.6324 | 0.6412 | 0.8007 |
294
+ | No log | 97.2 | 486 | 0.6397 | 0.6324 | 0.6397 | 0.7998 |
295
+ | No log | 97.6 | 488 | 0.6385 | 0.6324 | 0.6385 | 0.7991 |
296
+ | No log | 98.0 | 490 | 0.6370 | 0.6324 | 0.6370 | 0.7981 |
297
+ | No log | 98.4 | 492 | 0.6359 | 0.6324 | 0.6359 | 0.7974 |
298
+ | No log | 98.8 | 494 | 0.6349 | 0.6226 | 0.6349 | 0.7968 |
299
+ | No log | 99.2 | 496 | 0.6341 | 0.6226 | 0.6341 | 0.7963 |
300
+ | No log | 99.6 | 498 | 0.6337 | 0.6226 | 0.6337 | 0.7961 |
301
+ | 0.1645 | 100.0 | 500 | 0.6336 | 0.6226 | 0.6336 | 0.7960 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
302
 
303
 
304
  ### Framework versions