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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7920
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- - Qwk: 0.3974
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- - Mse: 0.7920
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- - Rmse: 0.8899
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  ## Model description
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@@ -49,265 +49,280 @@ 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 | 0.0247 | 2 | 3.9153 | -0.0323 | 3.9153 | 1.9787 |
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- | No log | 0.0494 | 4 | 2.1126 | -0.0668 | 2.1126 | 1.4535 |
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- | No log | 0.0741 | 6 | 1.6808 | -0.0144 | 1.6808 | 1.2964 |
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- | No log | 0.0988 | 8 | 1.2299 | 0.1706 | 1.2299 | 1.1090 |
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- | No log | 0.1235 | 10 | 1.2968 | 0.1036 | 1.2968 | 1.1388 |
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- | No log | 0.1481 | 12 | 1.1291 | 0.2171 | 1.1291 | 1.0626 |
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- | No log | 0.1728 | 14 | 1.1179 | 0.2787 | 1.1179 | 1.0573 |
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- | No log | 0.1975 | 16 | 1.1847 | 0.2042 | 1.1847 | 1.0884 |
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- | No log | 0.2222 | 18 | 1.1169 | 0.0824 | 1.1169 | 1.0568 |
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- | No log | 0.2469 | 20 | 1.0947 | 0.2135 | 1.0947 | 1.0463 |
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- | No log | 0.2716 | 22 | 1.1034 | 0.1981 | 1.1034 | 1.0504 |
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- | No log | 0.2963 | 24 | 1.1265 | 0.0762 | 1.1265 | 1.0614 |
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- | No log | 0.3210 | 26 | 1.1794 | 0.0 | 1.1794 | 1.0860 |
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- | No log | 0.3457 | 28 | 1.1157 | 0.0604 | 1.1157 | 1.0563 |
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- | No log | 0.3704 | 30 | 1.0054 | 0.1487 | 1.0054 | 1.0027 |
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- | No log | 0.3951 | 32 | 0.9650 | 0.2569 | 0.9650 | 0.9823 |
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- | No log | 0.4198 | 34 | 0.9557 | 0.2897 | 0.9557 | 0.9776 |
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- | No log | 0.4444 | 36 | 0.9639 | 0.3499 | 0.9639 | 0.9818 |
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- | No log | 0.4691 | 38 | 0.9874 | 0.2611 | 0.9874 | 0.9937 |
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- | No log | 0.4938 | 40 | 0.8923 | 0.3604 | 0.8923 | 0.9446 |
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- | No log | 0.5185 | 42 | 0.8806 | 0.3192 | 0.8806 | 0.9384 |
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- | No log | 0.5432 | 44 | 0.9241 | 0.1761 | 0.9241 | 0.9613 |
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- | No log | 0.5679 | 46 | 0.9040 | 0.1909 | 0.9040 | 0.9508 |
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- | No log | 0.5926 | 48 | 0.8736 | 0.3503 | 0.8736 | 0.9347 |
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- | No log | 0.6173 | 50 | 0.8814 | 0.3763 | 0.8814 | 0.9388 |
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- | No log | 0.6420 | 52 | 0.8645 | 0.3264 | 0.8645 | 0.9298 |
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- | No log | 0.6667 | 54 | 0.8676 | 0.2993 | 0.8676 | 0.9315 |
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- | No log | 0.6914 | 56 | 0.9758 | 0.2588 | 0.9758 | 0.9878 |
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- | No log | 0.7160 | 58 | 1.0728 | 0.2650 | 1.0728 | 1.0358 |
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- | No log | 0.7407 | 60 | 0.8733 | 0.2556 | 0.8733 | 0.9345 |
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- | No log | 0.7654 | 62 | 0.7878 | 0.4241 | 0.7878 | 0.8876 |
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- | No log | 0.7901 | 64 | 0.7848 | 0.4312 | 0.7848 | 0.8859 |
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- | No log | 0.8148 | 66 | 0.8038 | 0.4113 | 0.8038 | 0.8965 |
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- | No log | 0.8395 | 68 | 0.8190 | 0.4113 | 0.8190 | 0.9050 |
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- | No log | 0.8642 | 70 | 0.7648 | 0.4286 | 0.7648 | 0.8745 |
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- | No log | 0.8889 | 72 | 0.8720 | 0.3519 | 0.8720 | 0.9338 |
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- | No log | 0.9136 | 74 | 1.1168 | 0.3686 | 1.1168 | 1.0568 |
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- | No log | 0.9383 | 76 | 1.2305 | 0.3001 | 1.2305 | 1.1093 |
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- | No log | 0.9630 | 78 | 1.2278 | 0.3001 | 1.2278 | 1.1081 |
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- | No log | 0.9877 | 80 | 1.2037 | 0.3231 | 1.2037 | 1.0971 |
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- | No log | 1.0123 | 82 | 1.1788 | 0.3511 | 1.1788 | 1.0857 |
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- | No log | 1.0370 | 84 | 1.1318 | 0.4081 | 1.1318 | 1.0639 |
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- | No log | 1.0617 | 86 | 1.1686 | 0.2924 | 1.1686 | 1.0810 |
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- | No log | 1.0864 | 88 | 1.2631 | 0.3194 | 1.2631 | 1.1239 |
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- | No log | 1.1111 | 90 | 1.4262 | 0.2890 | 1.4262 | 1.1942 |
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- | No log | 1.1358 | 92 | 1.4679 | 0.2661 | 1.4679 | 1.2116 |
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- | No log | 1.1605 | 94 | 1.2613 | 0.2631 | 1.2613 | 1.1231 |
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- | No log | 1.1852 | 96 | 1.1543 | 0.2631 | 1.1543 | 1.0744 |
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- | No log | 1.2099 | 98 | 1.1289 | 0.2750 | 1.1289 | 1.0625 |
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- | No log | 1.2346 | 100 | 1.2585 | 0.2924 | 1.2585 | 1.1218 |
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- | No log | 1.2593 | 102 | 1.4270 | 0.3024 | 1.4270 | 1.1946 |
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- | No log | 1.2840 | 104 | 1.3661 | 0.3378 | 1.3661 | 1.1688 |
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- | No log | 1.3086 | 106 | 1.1614 | 0.3897 | 1.1614 | 1.0777 |
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- | No log | 1.3333 | 108 | 1.0165 | 0.4010 | 1.0165 | 1.0082 |
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- | No log | 1.3580 | 110 | 1.0077 | 0.4010 | 1.0077 | 1.0038 |
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- | No log | 1.3827 | 112 | 0.9857 | 0.4554 | 0.9857 | 0.9928 |
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- | No log | 1.4074 | 114 | 0.9500 | 0.4439 | 0.9500 | 0.9747 |
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- | No log | 1.4321 | 116 | 1.0066 | 0.4334 | 1.0066 | 1.0033 |
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- | No log | 1.4568 | 118 | 0.9810 | 0.3809 | 0.9810 | 0.9905 |
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- | No log | 1.4815 | 120 | 0.9173 | 0.4082 | 0.9173 | 0.9578 |
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- | No log | 1.5062 | 122 | 0.8928 | 0.4434 | 0.8928 | 0.9449 |
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- | No log | 1.5309 | 124 | 0.9403 | 0.3979 | 0.9403 | 0.9697 |
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- | No log | 1.5556 | 126 | 1.0431 | 0.3945 | 1.0431 | 1.0213 |
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- | No log | 1.5802 | 128 | 0.9893 | 0.4799 | 0.9893 | 0.9946 |
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- | No log | 1.6049 | 130 | 1.0243 | 0.4326 | 1.0243 | 1.0121 |
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- | No log | 1.6296 | 132 | 1.0326 | 0.4551 | 1.0326 | 1.0162 |
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- | No log | 1.6543 | 134 | 1.2821 | 0.2994 | 1.2821 | 1.1323 |
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- | No log | 1.6790 | 136 | 1.3057 | 0.2682 | 1.3057 | 1.1427 |
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- | No log | 1.7037 | 138 | 1.0604 | 0.4318 | 1.0604 | 1.0297 |
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- | No log | 1.7284 | 140 | 0.9354 | 0.4202 | 0.9354 | 0.9671 |
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- | No log | 1.7531 | 142 | 0.8736 | 0.4455 | 0.8736 | 0.9347 |
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- | No log | 1.7778 | 144 | 0.9219 | 0.3717 | 0.9219 | 0.9602 |
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- | No log | 1.8025 | 146 | 1.1198 | 0.3881 | 1.1198 | 1.0582 |
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- | No log | 1.8272 | 148 | 1.3264 | 0.2857 | 1.3264 | 1.1517 |
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- | No log | 1.8519 | 150 | 1.2759 | 0.2624 | 1.2759 | 1.1296 |
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- | No log | 1.8765 | 152 | 1.1571 | 0.3897 | 1.1571 | 1.0757 |
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- | No log | 1.9012 | 154 | 0.8432 | 0.4696 | 0.8432 | 0.9183 |
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- | No log | 1.9259 | 156 | 0.7708 | 0.4378 | 0.7708 | 0.8780 |
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- | No log | 1.9506 | 158 | 0.8016 | 0.5192 | 0.8016 | 0.8953 |
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- | No log | 1.9753 | 160 | 1.0054 | 0.4311 | 1.0054 | 1.0027 |
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- | No log | 2.0 | 162 | 1.3780 | 0.3024 | 1.3780 | 1.1739 |
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- | No log | 2.0247 | 164 | 1.5452 | 0.2451 | 1.5452 | 1.2430 |
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- | No log | 2.0494 | 166 | 1.3474 | 0.2624 | 1.3474 | 1.1608 |
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- | No log | 2.0741 | 168 | 1.0809 | 0.2636 | 1.0809 | 1.0397 |
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- | No log | 2.0988 | 170 | 0.9369 | 0.2441 | 0.9369 | 0.9679 |
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- | No log | 2.1235 | 172 | 0.9402 | 0.2623 | 0.9402 | 0.9696 |
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- | No log | 2.1481 | 174 | 1.0693 | 0.3641 | 1.0693 | 1.0341 |
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- | No log | 2.1728 | 176 | 1.1502 | 0.3706 | 1.1502 | 1.0725 |
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- | No log | 2.1975 | 178 | 1.1656 | 0.4036 | 1.1656 | 1.0796 |
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- | No log | 2.2222 | 180 | 1.1108 | 0.4133 | 1.1108 | 1.0539 |
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- | No log | 2.2469 | 182 | 0.9682 | 0.4783 | 0.9682 | 0.9839 |
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- | No log | 2.2716 | 184 | 0.8687 | 0.4785 | 0.8687 | 0.9320 |
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- | No log | 2.2963 | 186 | 0.8303 | 0.4917 | 0.8303 | 0.9112 |
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- | No log | 2.3210 | 188 | 0.9115 | 0.4444 | 0.9115 | 0.9547 |
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- | No log | 2.3457 | 190 | 1.1323 | 0.3981 | 1.1323 | 1.0641 |
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- | No log | 2.3704 | 192 | 1.3856 | 0.3354 | 1.3856 | 1.1771 |
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- | No log | 2.3951 | 194 | 1.2968 | 0.3650 | 1.2968 | 1.1388 |
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- | No log | 2.4198 | 196 | 1.0230 | 0.3953 | 1.0230 | 1.0114 |
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- | No log | 2.4444 | 198 | 0.9345 | 0.3103 | 0.9345 | 0.9667 |
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- | No log | 2.4691 | 200 | 0.8716 | 0.2569 | 0.8716 | 0.9336 |
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- | No log | 2.4938 | 202 | 0.8211 | 0.2541 | 0.8211 | 0.9061 |
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- | No log | 2.5185 | 204 | 0.8172 | 0.2572 | 0.8172 | 0.9040 |
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- | No log | 2.5432 | 206 | 0.9201 | 0.4667 | 0.9201 | 0.9592 |
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- | No log | 2.5679 | 208 | 1.1183 | 0.3650 | 1.1183 | 1.0575 |
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- | No log | 2.5926 | 210 | 1.2144 | 0.3165 | 1.2144 | 1.1020 |
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- | No log | 2.6173 | 212 | 1.0646 | 0.4420 | 1.0646 | 1.0318 |
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- | No log | 2.6420 | 214 | 0.8879 | 0.3987 | 0.8879 | 0.9423 |
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- | No log | 2.6667 | 216 | 0.8691 | 0.3863 | 0.8691 | 0.9323 |
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- | No log | 2.6914 | 218 | 0.8863 | 0.3099 | 0.8863 | 0.9414 |
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- | No log | 2.7160 | 220 | 0.8902 | 0.3099 | 0.8902 | 0.9435 |
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- | No log | 2.7407 | 222 | 0.8929 | 0.4119 | 0.8929 | 0.9449 |
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- | No log | 2.7654 | 224 | 0.9246 | 0.4468 | 0.9246 | 0.9615 |
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- | No log | 2.7901 | 226 | 0.8729 | 0.5543 | 0.8729 | 0.9343 |
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- | No log | 2.8148 | 228 | 0.7777 | 0.4975 | 0.7777 | 0.8819 |
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- | No log | 2.8395 | 230 | 0.7329 | 0.4828 | 0.7329 | 0.8561 |
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- | No log | 2.8642 | 232 | 0.7117 | 0.5016 | 0.7117 | 0.8436 |
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- | No log | 2.8889 | 234 | 0.7119 | 0.4995 | 0.7119 | 0.8437 |
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- | No log | 2.9136 | 236 | 0.6926 | 0.5261 | 0.6926 | 0.8322 |
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- | No log | 2.9383 | 238 | 0.6888 | 0.4922 | 0.6888 | 0.8299 |
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- | No log | 2.9630 | 240 | 0.6894 | 0.5036 | 0.6894 | 0.8303 |
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- | No log | 2.9877 | 242 | 0.7042 | 0.4978 | 0.7042 | 0.8392 |
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- | No log | 3.0123 | 244 | 0.7295 | 0.4984 | 0.7295 | 0.8541 |
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- | No log | 3.0370 | 246 | 0.7498 | 0.5233 | 0.7498 | 0.8659 |
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- | No log | 3.0617 | 248 | 0.6707 | 0.6196 | 0.6707 | 0.8190 |
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- | No log | 3.0864 | 250 | 0.8075 | 0.5253 | 0.8075 | 0.8986 |
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- | No log | 3.1111 | 252 | 0.9915 | 0.4435 | 0.9915 | 0.9958 |
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- | No log | 3.1358 | 254 | 1.0472 | 0.4191 | 1.0472 | 1.0233 |
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- | No log | 3.1605 | 256 | 1.0444 | 0.4191 | 1.0444 | 1.0220 |
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- | No log | 3.1852 | 258 | 0.9522 | 0.4061 | 0.9522 | 0.9758 |
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- | No log | 3.2099 | 260 | 0.9185 | 0.4163 | 0.9185 | 0.9584 |
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- | No log | 3.2346 | 262 | 0.9611 | 0.4286 | 0.9611 | 0.9803 |
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- | No log | 3.2593 | 264 | 0.9807 | 0.4286 | 0.9807 | 0.9903 |
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- | No log | 3.2840 | 266 | 0.9549 | 0.4277 | 0.9549 | 0.9772 |
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- | No log | 3.3086 | 268 | 0.8912 | 0.3201 | 0.8912 | 0.9440 |
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- | No log | 3.3333 | 270 | 0.7847 | 0.3921 | 0.7847 | 0.8858 |
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- | No log | 3.3580 | 272 | 0.6975 | 0.5003 | 0.6975 | 0.8351 |
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- | No log | 3.3827 | 274 | 0.6670 | 0.5605 | 0.6670 | 0.8167 |
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- | No log | 3.4074 | 276 | 0.6884 | 0.5410 | 0.6884 | 0.8297 |
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- | No log | 3.4321 | 278 | 0.7745 | 0.5343 | 0.7745 | 0.8800 |
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- | No log | 3.4568 | 280 | 0.7786 | 0.5131 | 0.7786 | 0.8824 |
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- | No log | 3.4815 | 282 | 0.7750 | 0.5131 | 0.7750 | 0.8804 |
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- | No log | 3.5062 | 284 | 0.7967 | 0.4710 | 0.7967 | 0.8926 |
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- | No log | 3.5309 | 286 | 0.7245 | 0.5552 | 0.7245 | 0.8512 |
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- | No log | 3.5556 | 288 | 0.6772 | 0.5928 | 0.6772 | 0.8229 |
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- | No log | 3.5802 | 290 | 0.6583 | 0.5602 | 0.6583 | 0.8113 |
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- | No log | 3.6049 | 292 | 0.6711 | 0.6102 | 0.6711 | 0.8192 |
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- | No log | 3.6296 | 294 | 0.7409 | 0.5383 | 0.7409 | 0.8608 |
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- | No log | 3.6543 | 296 | 0.7936 | 0.5140 | 0.7936 | 0.8909 |
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- | No log | 3.6790 | 298 | 0.8124 | 0.5618 | 0.8124 | 0.9013 |
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- | No log | 3.7037 | 300 | 0.7539 | 0.4473 | 0.7539 | 0.8683 |
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- | No log | 3.7284 | 302 | 0.6982 | 0.4643 | 0.6982 | 0.8356 |
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- | No log | 3.7531 | 304 | 0.6946 | 0.5809 | 0.6946 | 0.8334 |
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- | No log | 3.7778 | 306 | 0.6740 | 0.6067 | 0.6740 | 0.8210 |
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- | No log | 3.8025 | 308 | 0.6443 | 0.5131 | 0.6443 | 0.8027 |
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- | No log | 3.8272 | 310 | 0.7335 | 0.5642 | 0.7335 | 0.8564 |
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- | No log | 3.8519 | 312 | 0.8099 | 0.5167 | 0.8099 | 0.9000 |
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- | No log | 3.8765 | 314 | 0.8259 | 0.4681 | 0.8259 | 0.9088 |
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- | No log | 3.9012 | 316 | 0.7833 | 0.3682 | 0.7833 | 0.8851 |
210
- | No log | 3.9259 | 318 | 0.7745 | 0.3393 | 0.7745 | 0.8801 |
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- | No log | 3.9506 | 320 | 0.8099 | 0.3107 | 0.8099 | 0.9000 |
212
- | No log | 3.9753 | 322 | 0.8757 | 0.4423 | 0.8757 | 0.9358 |
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- | No log | 4.0 | 324 | 0.9263 | 0.4650 | 0.9263 | 0.9625 |
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- | No log | 4.0247 | 326 | 0.8599 | 0.4917 | 0.8599 | 0.9273 |
215
- | No log | 4.0494 | 328 | 0.7622 | 0.4843 | 0.7622 | 0.8730 |
216
- | No log | 4.0741 | 330 | 0.6829 | 0.4729 | 0.6829 | 0.8264 |
217
- | No log | 4.0988 | 332 | 0.6379 | 0.4729 | 0.6379 | 0.7987 |
218
- | No log | 4.1235 | 334 | 0.6175 | 0.4878 | 0.6175 | 0.7858 |
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- | No log | 4.1481 | 336 | 0.6206 | 0.4745 | 0.6206 | 0.7878 |
220
- | No log | 4.1728 | 338 | 0.6117 | 0.5373 | 0.6117 | 0.7821 |
221
- | No log | 4.1975 | 340 | 0.6091 | 0.5590 | 0.6091 | 0.7805 |
222
- | No log | 4.2222 | 342 | 0.6138 | 0.5712 | 0.6138 | 0.7834 |
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- | No log | 4.2469 | 344 | 0.6221 | 0.5859 | 0.6221 | 0.7887 |
224
- | No log | 4.2716 | 346 | 0.6498 | 0.5287 | 0.6498 | 0.8061 |
225
- | No log | 4.2963 | 348 | 0.6695 | 0.5326 | 0.6695 | 0.8182 |
226
- | No log | 4.3210 | 350 | 0.6343 | 0.5399 | 0.6343 | 0.7964 |
227
- | No log | 4.3457 | 352 | 0.6249 | 0.6196 | 0.6249 | 0.7905 |
228
- | No log | 4.3704 | 354 | 0.6331 | 0.5871 | 0.6331 | 0.7957 |
229
- | No log | 4.3951 | 356 | 0.6435 | 0.5983 | 0.6435 | 0.8022 |
230
- | No log | 4.4198 | 358 | 0.7044 | 0.5751 | 0.7044 | 0.8393 |
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- | No log | 4.4444 | 360 | 0.8227 | 0.4593 | 0.8227 | 0.9071 |
232
- | No log | 4.4691 | 362 | 0.8805 | 0.5124 | 0.8805 | 0.9384 |
233
- | No log | 4.4938 | 364 | 0.8517 | 0.4681 | 0.8517 | 0.9229 |
234
- | No log | 4.5185 | 366 | 0.8247 | 0.4568 | 0.8247 | 0.9081 |
235
- | No log | 4.5432 | 368 | 0.7784 | 0.4343 | 0.7784 | 0.8823 |
236
- | No log | 4.5679 | 370 | 0.7751 | 0.4343 | 0.7751 | 0.8804 |
237
- | No log | 4.5926 | 372 | 0.7820 | 0.4588 | 0.7820 | 0.8843 |
238
- | No log | 4.6173 | 374 | 0.8010 | 0.4474 | 0.8010 | 0.8950 |
239
- | No log | 4.6420 | 376 | 0.7552 | 0.5425 | 0.7552 | 0.8690 |
240
- | No log | 4.6667 | 378 | 0.7747 | 0.5498 | 0.7747 | 0.8802 |
241
- | No log | 4.6914 | 380 | 0.8572 | 0.4902 | 0.8572 | 0.9259 |
242
- | No log | 4.7160 | 382 | 1.0176 | 0.4484 | 1.0176 | 1.0087 |
243
- | No log | 4.7407 | 384 | 1.0496 | 0.4484 | 1.0496 | 1.0245 |
244
- | No log | 4.7654 | 386 | 0.8929 | 0.4681 | 0.8929 | 0.9449 |
245
- | No log | 4.7901 | 388 | 0.7438 | 0.4612 | 0.7438 | 0.8624 |
246
- | No log | 4.8148 | 390 | 0.7203 | 0.4507 | 0.7203 | 0.8487 |
247
- | No log | 4.8395 | 392 | 0.7152 | 0.4778 | 0.7152 | 0.8457 |
248
- | No log | 4.8642 | 394 | 0.7362 | 0.4483 | 0.7362 | 0.8580 |
249
- | No log | 4.8889 | 396 | 0.7844 | 0.4592 | 0.7844 | 0.8856 |
250
- | No log | 4.9136 | 398 | 0.8406 | 0.4794 | 0.8406 | 0.9168 |
251
- | No log | 4.9383 | 400 | 0.8989 | 0.4792 | 0.8989 | 0.9481 |
252
- | No log | 4.9630 | 402 | 0.8478 | 0.4579 | 0.8478 | 0.9207 |
253
- | No log | 4.9877 | 404 | 0.7942 | 0.4366 | 0.7942 | 0.8912 |
254
- | No log | 5.0123 | 406 | 0.7281 | 0.5142 | 0.7281 | 0.8533 |
255
- | No log | 5.0370 | 408 | 0.7158 | 0.5902 | 0.7158 | 0.8460 |
256
- | No log | 5.0617 | 410 | 0.7062 | 0.5503 | 0.7062 | 0.8404 |
257
- | No log | 5.0864 | 412 | 0.7686 | 0.5232 | 0.7686 | 0.8767 |
258
- | No log | 5.1111 | 414 | 0.9402 | 0.4790 | 0.9402 | 0.9697 |
259
- | No log | 5.1358 | 416 | 0.9938 | 0.4885 | 0.9938 | 0.9969 |
260
- | No log | 5.1605 | 418 | 0.8905 | 0.4792 | 0.8905 | 0.9437 |
261
- | No log | 5.1852 | 420 | 0.7559 | 0.4836 | 0.7559 | 0.8694 |
262
- | No log | 5.2099 | 422 | 0.7073 | 0.5142 | 0.7073 | 0.8410 |
263
- | No log | 5.2346 | 424 | 0.7106 | 0.5898 | 0.7106 | 0.8430 |
264
- | No log | 5.2593 | 426 | 0.7096 | 0.5677 | 0.7096 | 0.8424 |
265
- | No log | 5.2840 | 428 | 0.7145 | 0.4882 | 0.7145 | 0.8453 |
266
- | No log | 5.3086 | 430 | 0.7841 | 0.3687 | 0.7841 | 0.8855 |
267
- | No log | 5.3333 | 432 | 0.8639 | 0.3668 | 0.8639 | 0.9294 |
268
- | No log | 5.3580 | 434 | 0.8938 | 0.3531 | 0.8938 | 0.9454 |
269
- | No log | 5.3827 | 436 | 0.8888 | 0.3124 | 0.8888 | 0.9428 |
270
- | No log | 5.4074 | 438 | 0.9003 | 0.3124 | 0.9003 | 0.9488 |
271
- | No log | 5.4321 | 440 | 0.9232 | 0.2723 | 0.9232 | 0.9608 |
272
- | No log | 5.4568 | 442 | 0.9285 | 0.3921 | 0.9285 | 0.9636 |
273
- | No log | 5.4815 | 444 | 0.9307 | 0.3897 | 0.9307 | 0.9648 |
274
- | No log | 5.5062 | 446 | 0.9061 | 0.4016 | 0.9061 | 0.9519 |
275
- | No log | 5.5309 | 448 | 0.8365 | 0.4004 | 0.8365 | 0.9146 |
276
- | No log | 5.5556 | 450 | 0.7869 | 0.4343 | 0.7869 | 0.8871 |
277
- | No log | 5.5802 | 452 | 0.7684 | 0.4599 | 0.7684 | 0.8766 |
278
- | No log | 5.6049 | 454 | 0.7880 | 0.4711 | 0.7880 | 0.8877 |
279
- | No log | 5.6296 | 456 | 0.8115 | 0.4364 | 0.8115 | 0.9008 |
280
- | No log | 5.6543 | 458 | 0.7732 | 0.4966 | 0.7732 | 0.8793 |
281
- | No log | 5.6790 | 460 | 0.7189 | 0.4862 | 0.7189 | 0.8479 |
282
- | No log | 5.7037 | 462 | 0.7006 | 0.4995 | 0.7006 | 0.8370 |
283
- | No log | 5.7284 | 464 | 0.6943 | 0.4914 | 0.6943 | 0.8332 |
284
- | No log | 5.7531 | 466 | 0.7005 | 0.5315 | 0.7005 | 0.8370 |
285
- | No log | 5.7778 | 468 | 0.7001 | 0.5315 | 0.7001 | 0.8367 |
286
- | No log | 5.8025 | 470 | 0.7012 | 0.5315 | 0.7012 | 0.8374 |
287
- | No log | 5.8272 | 472 | 0.7036 | 0.5763 | 0.7036 | 0.8388 |
288
- | No log | 5.8519 | 474 | 0.7834 | 0.5032 | 0.7834 | 0.8851 |
289
- | No log | 5.8765 | 476 | 0.8282 | 0.4807 | 0.8282 | 0.9101 |
290
- | No log | 5.9012 | 478 | 0.8048 | 0.4592 | 0.8048 | 0.8971 |
291
- | No log | 5.9259 | 480 | 0.8023 | 0.4815 | 0.8023 | 0.8957 |
292
- | No log | 5.9506 | 482 | 0.7905 | 0.3570 | 0.7905 | 0.8891 |
293
- | No log | 5.9753 | 484 | 0.8046 | 0.3842 | 0.8046 | 0.8970 |
294
- | No log | 6.0 | 486 | 0.8355 | 0.4586 | 0.8355 | 0.9141 |
295
- | No log | 6.0247 | 488 | 0.8120 | 0.3842 | 0.8120 | 0.9011 |
296
- | No log | 6.0494 | 490 | 0.8034 | 0.3992 | 0.8034 | 0.8963 |
297
- | No log | 6.0741 | 492 | 0.8256 | 0.4350 | 0.8256 | 0.9087 |
298
- | No log | 6.0988 | 494 | 0.8816 | 0.4334 | 0.8816 | 0.9389 |
299
- | No log | 6.1235 | 496 | 0.8872 | 0.4334 | 0.8872 | 0.9419 |
300
- | No log | 6.1481 | 498 | 0.8625 | 0.4334 | 0.8625 | 0.9287 |
301
- | 0.3129 | 6.1728 | 500 | 0.8525 | 0.4334 | 0.8525 | 0.9233 |
302
- | 0.3129 | 6.1975 | 502 | 0.8329 | 0.4460 | 0.8329 | 0.9126 |
303
- | 0.3129 | 6.2222 | 504 | 0.8287 | 0.4586 | 0.8287 | 0.9103 |
304
- | 0.3129 | 6.2469 | 506 | 0.8401 | 0.4586 | 0.8401 | 0.9166 |
305
- | 0.3129 | 6.2716 | 508 | 0.8460 | 0.4586 | 0.8460 | 0.9198 |
306
- | 0.3129 | 6.2963 | 510 | 0.8516 | 0.3844 | 0.8516 | 0.9228 |
307
- | 0.3129 | 6.3210 | 512 | 0.8399 | 0.3551 | 0.8399 | 0.9165 |
308
- | 0.3129 | 6.3457 | 514 | 0.8021 | 0.3250 | 0.8021 | 0.8956 |
309
- | 0.3129 | 6.3704 | 516 | 0.7839 | 0.3536 | 0.7839 | 0.8854 |
310
- | 0.3129 | 6.3951 | 518 | 0.7920 | 0.3974 | 0.7920 | 0.8899 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
311
 
312
 
313
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_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: 0.9638
19
+ - Qwk: 0.3842
20
+ - Mse: 0.9638
21
+ - Rmse: 0.9817
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0233 | 2 | 4.0718 | 0.0078 | 4.0718 | 2.0179 |
53
+ | No log | 0.0465 | 4 | 2.3721 | 0.0364 | 2.3721 | 1.5402 |
54
+ | No log | 0.0698 | 6 | 2.1812 | -0.0264 | 2.1812 | 1.4769 |
55
+ | No log | 0.0930 | 8 | 1.8530 | 0.0169 | 1.8530 | 1.3612 |
56
+ | No log | 0.1163 | 10 | 1.1344 | 0.1810 | 1.1344 | 1.0651 |
57
+ | No log | 0.1395 | 12 | 1.1030 | 0.0824 | 1.1030 | 1.0502 |
58
+ | No log | 0.1628 | 14 | 1.0936 | 0.1292 | 1.0936 | 1.0458 |
59
+ | No log | 0.1860 | 16 | 1.0885 | 0.2265 | 1.0885 | 1.0433 |
60
+ | No log | 0.2093 | 18 | 1.0595 | 0.2643 | 1.0595 | 1.0293 |
61
+ | No log | 0.2326 | 20 | 1.0418 | 0.2340 | 1.0418 | 1.0207 |
62
+ | No log | 0.2558 | 22 | 1.0366 | 0.2341 | 1.0366 | 1.0182 |
63
+ | No log | 0.2791 | 24 | 0.9843 | 0.2591 | 0.9843 | 0.9921 |
64
+ | No log | 0.3023 | 26 | 0.9590 | 0.2897 | 0.9590 | 0.9793 |
65
+ | No log | 0.3256 | 28 | 1.0263 | 0.2897 | 1.0263 | 1.0131 |
66
+ | No log | 0.3488 | 30 | 1.0029 | 0.2061 | 1.0029 | 1.0015 |
67
+ | No log | 0.3721 | 32 | 0.9408 | 0.2517 | 0.9408 | 0.9700 |
68
+ | No log | 0.3953 | 34 | 0.8954 | 0.3562 | 0.8954 | 0.9463 |
69
+ | No log | 0.4186 | 36 | 0.9328 | 0.3251 | 0.9328 | 0.9658 |
70
+ | No log | 0.4419 | 38 | 0.9135 | 0.3688 | 0.9135 | 0.9558 |
71
+ | No log | 0.4651 | 40 | 0.9366 | 0.2594 | 0.9366 | 0.9678 |
72
+ | No log | 0.4884 | 42 | 1.0128 | 0.1294 | 1.0128 | 1.0064 |
73
+ | No log | 0.5116 | 44 | 1.0515 | 0.2308 | 1.0515 | 1.0254 |
74
+ | No log | 0.5349 | 46 | 1.0618 | 0.2614 | 1.0618 | 1.0304 |
75
+ | No log | 0.5581 | 48 | 0.9984 | 0.1446 | 0.9984 | 0.9992 |
76
+ | No log | 0.5814 | 50 | 0.9678 | 0.1351 | 0.9678 | 0.9838 |
77
+ | No log | 0.6047 | 52 | 0.9169 | 0.2988 | 0.9169 | 0.9575 |
78
+ | No log | 0.6279 | 54 | 0.9111 | 0.2865 | 0.9111 | 0.9545 |
79
+ | No log | 0.6512 | 56 | 0.9330 | 0.3112 | 0.9330 | 0.9659 |
80
+ | No log | 0.6744 | 58 | 0.9274 | 0.2965 | 0.9274 | 0.9630 |
81
+ | No log | 0.6977 | 60 | 0.8976 | 0.3129 | 0.8976 | 0.9474 |
82
+ | No log | 0.7209 | 62 | 0.9183 | 0.2842 | 0.9183 | 0.9583 |
83
+ | No log | 0.7442 | 64 | 0.9795 | 0.2471 | 0.9795 | 0.9897 |
84
+ | No log | 0.7674 | 66 | 0.9277 | 0.2464 | 0.9277 | 0.9632 |
85
+ | No log | 0.7907 | 68 | 0.8683 | 0.3960 | 0.8683 | 0.9318 |
86
+ | No log | 0.8140 | 70 | 0.8759 | 0.3702 | 0.8759 | 0.9359 |
87
+ | No log | 0.8372 | 72 | 0.8684 | 0.3454 | 0.8684 | 0.9319 |
88
+ | No log | 0.8605 | 74 | 0.9098 | 0.2610 | 0.9098 | 0.9538 |
89
+ | No log | 0.8837 | 76 | 0.9629 | 0.3135 | 0.9629 | 0.9813 |
90
+ | No log | 0.9070 | 78 | 0.9849 | 0.3322 | 0.9849 | 0.9924 |
91
+ | No log | 0.9302 | 80 | 1.0327 | 0.2572 | 1.0327 | 1.0162 |
92
+ | No log | 0.9535 | 82 | 1.0599 | 0.2927 | 1.0599 | 1.0295 |
93
+ | No log | 0.9767 | 84 | 1.1585 | 0.2062 | 1.1585 | 1.0763 |
94
+ | No log | 1.0 | 86 | 1.4086 | 0.1428 | 1.4086 | 1.1868 |
95
+ | No log | 1.0233 | 88 | 1.5834 | 0.1807 | 1.5834 | 1.2583 |
96
+ | No log | 1.0465 | 90 | 1.5046 | 0.2170 | 1.5046 | 1.2266 |
97
+ | No log | 1.0698 | 92 | 1.2335 | 0.1202 | 1.2335 | 1.1106 |
98
+ | No log | 1.0930 | 94 | 1.0240 | 0.1167 | 1.0240 | 1.0119 |
99
+ | No log | 1.1163 | 96 | 0.9339 | 0.3382 | 0.9339 | 0.9664 |
100
+ | No log | 1.1395 | 98 | 0.9083 | 0.3044 | 0.9083 | 0.9530 |
101
+ | No log | 1.1628 | 100 | 0.9985 | 0.1952 | 0.9985 | 0.9993 |
102
+ | No log | 1.1860 | 102 | 1.1281 | 0.2206 | 1.1281 | 1.0621 |
103
+ | No log | 1.2093 | 104 | 1.1760 | 0.2598 | 1.1760 | 1.0844 |
104
+ | No log | 1.2326 | 106 | 1.1219 | 0.2793 | 1.1219 | 1.0592 |
105
+ | No log | 1.2558 | 108 | 1.2213 | 0.2120 | 1.2213 | 1.1051 |
106
+ | No log | 1.2791 | 110 | 1.3553 | 0.1792 | 1.3553 | 1.1642 |
107
+ | No log | 1.3023 | 112 | 1.3231 | 0.0813 | 1.3231 | 1.1503 |
108
+ | No log | 1.3256 | 114 | 1.3236 | 0.0370 | 1.3236 | 1.1505 |
109
+ | No log | 1.3488 | 116 | 1.3320 | 0.1168 | 1.3320 | 1.1541 |
110
+ | No log | 1.3721 | 118 | 1.3199 | 0.1268 | 1.3199 | 1.1489 |
111
+ | No log | 1.3953 | 120 | 1.1660 | 0.1727 | 1.1660 | 1.0798 |
112
+ | No log | 1.4186 | 122 | 1.0757 | 0.1725 | 1.0757 | 1.0372 |
113
+ | No log | 1.4419 | 124 | 1.0148 | 0.2636 | 1.0148 | 1.0074 |
114
+ | No log | 1.4651 | 126 | 0.9555 | 0.3024 | 0.9555 | 0.9775 |
115
+ | No log | 1.4884 | 128 | 0.9189 | 0.3454 | 0.9189 | 0.9586 |
116
+ | No log | 1.5116 | 130 | 0.9522 | 0.3278 | 0.9522 | 0.9758 |
117
+ | No log | 1.5349 | 132 | 1.2404 | 0.2958 | 1.2404 | 1.1137 |
118
+ | No log | 1.5581 | 134 | 1.4058 | 0.2296 | 1.4058 | 1.1857 |
119
+ | No log | 1.5814 | 136 | 1.2700 | 0.2958 | 1.2700 | 1.1269 |
120
+ | No log | 1.6047 | 138 | 0.9554 | 0.3558 | 0.9554 | 0.9775 |
121
+ | No log | 1.6279 | 140 | 0.8713 | 0.3488 | 0.8713 | 0.9334 |
122
+ | No log | 1.6512 | 142 | 0.8261 | 0.3776 | 0.8261 | 0.9089 |
123
+ | No log | 1.6744 | 144 | 0.7988 | 0.5698 | 0.7988 | 0.8938 |
124
+ | No log | 1.6977 | 146 | 1.0439 | 0.3310 | 1.0439 | 1.0217 |
125
+ | No log | 1.7209 | 148 | 1.1611 | 0.3008 | 1.1611 | 1.0775 |
126
+ | No log | 1.7442 | 150 | 1.0298 | 0.3469 | 1.0298 | 1.0148 |
127
+ | No log | 1.7674 | 152 | 0.8266 | 0.4586 | 0.8266 | 0.9092 |
128
+ | No log | 1.7907 | 154 | 0.7710 | 0.5070 | 0.7710 | 0.8781 |
129
+ | No log | 1.8140 | 156 | 0.8507 | 0.5160 | 0.8507 | 0.9223 |
130
+ | No log | 1.8372 | 158 | 1.1247 | 0.3163 | 1.1247 | 1.0605 |
131
+ | No log | 1.8605 | 160 | 1.6032 | 0.2986 | 1.6032 | 1.2662 |
132
+ | No log | 1.8837 | 162 | 1.7421 | 0.3025 | 1.7421 | 1.3199 |
133
+ | No log | 1.9070 | 164 | 1.6031 | 0.3215 | 1.6031 | 1.2661 |
134
+ | No log | 1.9302 | 166 | 1.2108 | 0.2906 | 1.2108 | 1.1004 |
135
+ | No log | 1.9535 | 168 | 0.9824 | 0.3614 | 0.9824 | 0.9911 |
136
+ | No log | 1.9767 | 170 | 0.8941 | 0.3806 | 0.8941 | 0.9455 |
137
+ | No log | 2.0 | 172 | 0.9259 | 0.3717 | 0.9259 | 0.9622 |
138
+ | No log | 2.0233 | 174 | 0.9353 | 0.3985 | 0.9353 | 0.9671 |
139
+ | No log | 2.0465 | 176 | 1.0685 | 0.3139 | 1.0685 | 1.0337 |
140
+ | No log | 2.0698 | 178 | 1.2417 | 0.2223 | 1.2417 | 1.1143 |
141
+ | No log | 2.0930 | 180 | 1.1134 | 0.3139 | 1.1134 | 1.0552 |
142
+ | No log | 2.1163 | 182 | 0.9233 | 0.4926 | 0.9233 | 0.9609 |
143
+ | No log | 2.1395 | 184 | 0.8763 | 0.5292 | 0.8763 | 0.9361 |
144
+ | No log | 2.1628 | 186 | 0.8169 | 0.5676 | 0.8169 | 0.9038 |
145
+ | No log | 2.1860 | 188 | 0.8141 | 0.5107 | 0.8141 | 0.9023 |
146
+ | No log | 2.2093 | 190 | 0.8972 | 0.5279 | 0.8972 | 0.9472 |
147
+ | No log | 2.2326 | 192 | 1.0618 | 0.3370 | 1.0618 | 1.0305 |
148
+ | No log | 2.2558 | 194 | 1.1959 | 0.3238 | 1.1959 | 1.0936 |
149
+ | No log | 2.2791 | 196 | 1.1303 | 0.2827 | 1.1303 | 1.0632 |
150
+ | No log | 2.3023 | 198 | 0.9187 | 0.4169 | 0.9187 | 0.9585 |
151
+ | No log | 2.3256 | 200 | 0.8434 | 0.3979 | 0.8434 | 0.9184 |
152
+ | No log | 2.3488 | 202 | 0.8716 | 0.4180 | 0.8716 | 0.9336 |
153
+ | No log | 2.3721 | 204 | 0.8494 | 0.5073 | 0.8494 | 0.9216 |
154
+ | No log | 2.3953 | 206 | 0.8342 | 0.4610 | 0.8342 | 0.9133 |
155
+ | No log | 2.4186 | 208 | 0.8660 | 0.3939 | 0.8660 | 0.9306 |
156
+ | No log | 2.4419 | 210 | 0.8692 | 0.4068 | 0.8692 | 0.9323 |
157
+ | No log | 2.4651 | 212 | 0.8262 | 0.4843 | 0.8263 | 0.9090 |
158
+ | No log | 2.4884 | 214 | 0.8135 | 0.4843 | 0.8135 | 0.9019 |
159
+ | No log | 2.5116 | 216 | 0.9033 | 0.3778 | 0.9033 | 0.9504 |
160
+ | No log | 2.5349 | 218 | 0.9604 | 0.3913 | 0.9604 | 0.9800 |
161
+ | No log | 2.5581 | 220 | 0.9571 | 0.3913 | 0.9571 | 0.9783 |
162
+ | No log | 2.5814 | 222 | 0.8219 | 0.5599 | 0.8219 | 0.9066 |
163
+ | No log | 2.6047 | 224 | 0.8264 | 0.5517 | 0.8264 | 0.9091 |
164
+ | No log | 2.6279 | 226 | 0.9300 | 0.4613 | 0.9300 | 0.9644 |
165
+ | No log | 2.6512 | 228 | 0.9306 | 0.4815 | 0.9306 | 0.9647 |
166
+ | No log | 2.6744 | 230 | 0.8514 | 0.4321 | 0.8514 | 0.9227 |
167
+ | No log | 2.6977 | 232 | 0.9322 | 0.4341 | 0.9322 | 0.9655 |
168
+ | No log | 2.7209 | 234 | 0.9275 | 0.4091 | 0.9275 | 0.9631 |
169
+ | No log | 2.7442 | 236 | 0.9735 | 0.3619 | 0.9735 | 0.9867 |
170
+ | No log | 2.7674 | 238 | 1.0201 | 0.3928 | 1.0201 | 1.0100 |
171
+ | No log | 2.7907 | 240 | 1.0203 | 0.4252 | 1.0203 | 1.0101 |
172
+ | No log | 2.8140 | 242 | 0.9148 | 0.4820 | 0.9148 | 0.9565 |
173
+ | No log | 2.8372 | 244 | 0.9203 | 0.5224 | 0.9203 | 0.9593 |
174
+ | No log | 2.8605 | 246 | 0.9300 | 0.5012 | 0.9300 | 0.9644 |
175
+ | No log | 2.8837 | 248 | 0.8538 | 0.5305 | 0.8538 | 0.9240 |
176
+ | No log | 2.9070 | 250 | 0.9117 | 0.4787 | 0.9117 | 0.9548 |
177
+ | No log | 2.9302 | 252 | 0.9650 | 0.4787 | 0.9650 | 0.9823 |
178
+ | No log | 2.9535 | 254 | 0.8305 | 0.4709 | 0.8305 | 0.9113 |
179
+ | No log | 2.9767 | 256 | 0.7423 | 0.4995 | 0.7423 | 0.8616 |
180
+ | No log | 3.0 | 258 | 0.7403 | 0.5010 | 0.7403 | 0.8604 |
181
+ | No log | 3.0233 | 260 | 0.7647 | 0.5318 | 0.7647 | 0.8745 |
182
+ | No log | 3.0465 | 262 | 0.8210 | 0.4832 | 0.8210 | 0.9061 |
183
+ | No log | 3.0698 | 264 | 0.7865 | 0.4857 | 0.7865 | 0.8869 |
184
+ | No log | 3.0930 | 266 | 0.7486 | 0.5557 | 0.7486 | 0.8652 |
185
+ | No log | 3.1163 | 268 | 0.7375 | 0.5692 | 0.7375 | 0.8588 |
186
+ | No log | 3.1395 | 270 | 0.7678 | 0.5069 | 0.7678 | 0.8762 |
187
+ | No log | 3.1628 | 272 | 0.7692 | 0.5317 | 0.7692 | 0.8770 |
188
+ | No log | 3.1860 | 274 | 0.7783 | 0.4974 | 0.7783 | 0.8822 |
189
+ | No log | 3.2093 | 276 | 0.8197 | 0.4601 | 0.8197 | 0.9054 |
190
+ | No log | 3.2326 | 278 | 0.7643 | 0.4995 | 0.7643 | 0.8743 |
191
+ | No log | 3.2558 | 280 | 0.7587 | 0.4645 | 0.7587 | 0.8710 |
192
+ | No log | 3.2791 | 282 | 0.7479 | 0.4660 | 0.7479 | 0.8648 |
193
+ | No log | 3.3023 | 284 | 0.7470 | 0.5112 | 0.7470 | 0.8643 |
194
+ | No log | 3.3256 | 286 | 0.8182 | 0.4836 | 0.8182 | 0.9046 |
195
+ | No log | 3.3488 | 288 | 0.8478 | 0.4186 | 0.8478 | 0.9208 |
196
+ | No log | 3.3721 | 290 | 0.7830 | 0.5175 | 0.7830 | 0.8849 |
197
+ | No log | 3.3953 | 292 | 0.7238 | 0.5135 | 0.7238 | 0.8508 |
198
+ | No log | 3.4186 | 294 | 0.7675 | 0.4608 | 0.7675 | 0.8760 |
199
+ | No log | 3.4419 | 296 | 0.9341 | 0.3702 | 0.9341 | 0.9665 |
200
+ | No log | 3.4651 | 298 | 0.8875 | 0.4056 | 0.8875 | 0.9421 |
201
+ | No log | 3.4884 | 300 | 0.7834 | 0.5174 | 0.7834 | 0.8851 |
202
+ | No log | 3.5116 | 302 | 0.8637 | 0.4491 | 0.8637 | 0.9293 |
203
+ | No log | 3.5349 | 304 | 0.8962 | 0.4143 | 0.8962 | 0.9467 |
204
+ | No log | 3.5581 | 306 | 0.8495 | 0.4784 | 0.8495 | 0.9217 |
205
+ | No log | 3.5814 | 308 | 0.8563 | 0.5152 | 0.8563 | 0.9253 |
206
+ | No log | 3.6047 | 310 | 0.8593 | 0.5152 | 0.8593 | 0.9270 |
207
+ | No log | 3.6279 | 312 | 0.8642 | 0.5116 | 0.8642 | 0.9296 |
208
+ | No log | 3.6512 | 314 | 0.9078 | 0.3990 | 0.9078 | 0.9528 |
209
+ | No log | 3.6744 | 316 | 0.9806 | 0.2373 | 0.9806 | 0.9902 |
210
+ | No log | 3.6977 | 318 | 0.9358 | 0.3250 | 0.9358 | 0.9674 |
211
+ | No log | 3.7209 | 320 | 0.8059 | 0.4368 | 0.8059 | 0.8977 |
212
+ | No log | 3.7442 | 322 | 0.7647 | 0.5783 | 0.7647 | 0.8745 |
213
+ | No log | 3.7674 | 324 | 0.8035 | 0.4879 | 0.8035 | 0.8964 |
214
+ | No log | 3.7907 | 326 | 0.7633 | 0.5771 | 0.7633 | 0.8736 |
215
+ | No log | 3.8140 | 328 | 0.7261 | 0.5247 | 0.7261 | 0.8521 |
216
+ | No log | 3.8372 | 330 | 0.7559 | 0.4968 | 0.7559 | 0.8694 |
217
+ | No log | 3.8605 | 332 | 0.7487 | 0.5654 | 0.7487 | 0.8653 |
218
+ | No log | 3.8837 | 334 | 0.7445 | 0.5032 | 0.7445 | 0.8628 |
219
+ | No log | 3.9070 | 336 | 0.7712 | 0.5032 | 0.7712 | 0.8782 |
220
+ | No log | 3.9302 | 338 | 0.8103 | 0.5199 | 0.8103 | 0.9002 |
221
+ | No log | 3.9535 | 340 | 0.9462 | 0.4171 | 0.9462 | 0.9727 |
222
+ | No log | 3.9767 | 342 | 0.9809 | 0.3076 | 0.9809 | 0.9904 |
223
+ | No log | 4.0 | 344 | 0.9078 | 0.3139 | 0.9078 | 0.9528 |
224
+ | No log | 4.0233 | 346 | 0.8431 | 0.3998 | 0.8431 | 0.9182 |
225
+ | No log | 4.0465 | 348 | 0.8172 | 0.4405 | 0.8172 | 0.9040 |
226
+ | No log | 4.0698 | 350 | 0.7998 | 0.4645 | 0.7998 | 0.8943 |
227
+ | No log | 4.0930 | 352 | 0.8445 | 0.4840 | 0.8445 | 0.9190 |
228
+ | No log | 4.1163 | 354 | 0.9984 | 0.3958 | 0.9984 | 0.9992 |
229
+ | No log | 4.1395 | 356 | 1.0380 | 0.3798 | 1.0380 | 1.0188 |
230
+ | No log | 4.1628 | 358 | 0.9321 | 0.4455 | 0.9321 | 0.9654 |
231
+ | No log | 4.1860 | 360 | 0.8042 | 0.4995 | 0.8042 | 0.8968 |
232
+ | No log | 4.2093 | 362 | 0.7819 | 0.5121 | 0.7819 | 0.8843 |
233
+ | No log | 4.2326 | 364 | 0.7949 | 0.4988 | 0.7949 | 0.8916 |
234
+ | No log | 4.2558 | 366 | 0.8609 | 0.4275 | 0.8609 | 0.9279 |
235
+ | No log | 4.2791 | 368 | 1.0434 | 0.4014 | 1.0434 | 1.0215 |
236
+ | No log | 4.3023 | 370 | 1.1088 | 0.2485 | 1.1088 | 1.0530 |
237
+ | No log | 4.3256 | 372 | 1.0202 | 0.2614 | 1.0202 | 1.0100 |
238
+ | No log | 4.3488 | 374 | 0.9084 | 0.2983 | 0.9084 | 0.9531 |
239
+ | No log | 4.3721 | 376 | 0.8354 | 0.4211 | 0.8354 | 0.9140 |
240
+ | No log | 4.3953 | 378 | 0.8236 | 0.3998 | 0.8236 | 0.9075 |
241
+ | No log | 4.4186 | 380 | 0.8192 | 0.4388 | 0.8192 | 0.9051 |
242
+ | No log | 4.4419 | 382 | 0.8203 | 0.4251 | 0.8203 | 0.9057 |
243
+ | No log | 4.4651 | 384 | 0.8911 | 0.3992 | 0.8911 | 0.9440 |
244
+ | No log | 4.4884 | 386 | 1.0038 | 0.3863 | 1.0038 | 1.0019 |
245
+ | No log | 4.5116 | 388 | 0.9740 | 0.3863 | 0.9740 | 0.9869 |
246
+ | No log | 4.5349 | 390 | 0.8734 | 0.3992 | 0.8734 | 0.9346 |
247
+ | No log | 4.5581 | 392 | 0.8103 | 0.4774 | 0.8103 | 0.9002 |
248
+ | No log | 4.5814 | 394 | 0.8232 | 0.4292 | 0.8232 | 0.9073 |
249
+ | No log | 4.6047 | 396 | 0.8042 | 0.5032 | 0.8042 | 0.8967 |
250
+ | No log | 4.6279 | 398 | 0.8018 | 0.4888 | 0.8018 | 0.8954 |
251
+ | No log | 4.6512 | 400 | 0.8816 | 0.4584 | 0.8816 | 0.9389 |
252
+ | No log | 4.6744 | 402 | 0.9554 | 0.4197 | 0.9554 | 0.9775 |
253
+ | No log | 4.6977 | 404 | 1.0339 | 0.2815 | 1.0339 | 1.0168 |
254
+ | No log | 4.7209 | 406 | 0.9846 | 0.3310 | 0.9846 | 0.9922 |
255
+ | No log | 4.7442 | 408 | 0.8691 | 0.4244 | 0.8691 | 0.9322 |
256
+ | No log | 4.7674 | 410 | 0.8386 | 0.4115 | 0.8386 | 0.9157 |
257
+ | No log | 4.7907 | 412 | 0.8379 | 0.4244 | 0.8379 | 0.9154 |
258
+ | No log | 4.8140 | 414 | 0.9412 | 0.3577 | 0.9412 | 0.9702 |
259
+ | No log | 4.8372 | 416 | 1.0314 | 0.4454 | 1.0314 | 1.0156 |
260
+ | No log | 4.8605 | 418 | 0.9830 | 0.4579 | 0.9830 | 0.9915 |
261
+ | No log | 4.8837 | 420 | 0.9394 | 0.4510 | 0.9394 | 0.9692 |
262
+ | No log | 4.9070 | 422 | 0.9186 | 0.5039 | 0.9186 | 0.9584 |
263
+ | No log | 4.9302 | 424 | 0.8613 | 0.4960 | 0.8613 | 0.9281 |
264
+ | No log | 4.9535 | 426 | 0.8254 | 0.5333 | 0.8254 | 0.9085 |
265
+ | No log | 4.9767 | 428 | 0.8327 | 0.5333 | 0.8327 | 0.9125 |
266
+ | No log | 5.0 | 430 | 0.8780 | 0.4471 | 0.8780 | 0.9370 |
267
+ | No log | 5.0233 | 432 | 0.8832 | 0.4078 | 0.8832 | 0.9398 |
268
+ | No log | 5.0465 | 434 | 0.8669 | 0.4748 | 0.8669 | 0.9311 |
269
+ | No log | 5.0698 | 436 | 0.8848 | 0.4133 | 0.8848 | 0.9406 |
270
+ | No log | 5.0930 | 438 | 0.9152 | 0.3609 | 0.9152 | 0.9567 |
271
+ | No log | 5.1163 | 440 | 1.0502 | 0.2968 | 1.0502 | 1.0248 |
272
+ | No log | 5.1395 | 442 | 1.2312 | 0.3568 | 1.2312 | 1.1096 |
273
+ | No log | 5.1628 | 444 | 1.1993 | 0.3568 | 1.1993 | 1.0951 |
274
+ | No log | 5.1860 | 446 | 1.0657 | 0.3046 | 1.0657 | 1.0323 |
275
+ | No log | 5.2093 | 448 | 0.9478 | 0.2879 | 0.9478 | 0.9735 |
276
+ | No log | 5.2326 | 450 | 0.9456 | 0.4048 | 0.9456 | 0.9724 |
277
+ | No log | 5.2558 | 452 | 0.9589 | 0.3263 | 0.9589 | 0.9792 |
278
+ | No log | 5.2791 | 454 | 0.9922 | 0.2533 | 0.9922 | 0.9961 |
279
+ | No log | 5.3023 | 456 | 1.0286 | 0.2857 | 1.0286 | 1.0142 |
280
+ | No log | 5.3256 | 458 | 0.9959 | 0.2633 | 0.9959 | 0.9979 |
281
+ | No log | 5.3488 | 460 | 0.9467 | 0.3521 | 0.9467 | 0.9730 |
282
+ | No log | 5.3721 | 462 | 0.9158 | 0.4180 | 0.9158 | 0.9570 |
283
+ | No log | 5.3953 | 464 | 0.8940 | 0.4163 | 0.8940 | 0.9455 |
284
+ | No log | 5.4186 | 466 | 0.9091 | 0.3861 | 0.9091 | 0.9535 |
285
+ | No log | 5.4419 | 468 | 0.8938 | 0.4499 | 0.8938 | 0.9454 |
286
+ | No log | 5.4651 | 470 | 0.9023 | 0.4282 | 0.9023 | 0.9499 |
287
+ | No log | 5.4884 | 472 | 0.8980 | 0.4305 | 0.8980 | 0.9477 |
288
+ | No log | 5.5116 | 474 | 0.9227 | 0.4971 | 0.9227 | 0.9606 |
289
+ | No log | 5.5349 | 476 | 0.9280 | 0.4971 | 0.9280 | 0.9633 |
290
+ | No log | 5.5581 | 478 | 0.9340 | 0.4859 | 0.9340 | 0.9664 |
291
+ | No log | 5.5814 | 480 | 1.0342 | 0.3959 | 1.0342 | 1.0170 |
292
+ | No log | 5.6047 | 482 | 1.1467 | 0.3300 | 1.1467 | 1.0708 |
293
+ | No log | 5.6279 | 484 | 1.1417 | 0.2907 | 1.1417 | 1.0685 |
294
+ | No log | 5.6512 | 486 | 1.0405 | 0.2898 | 1.0405 | 1.0200 |
295
+ | No log | 5.6744 | 488 | 0.9077 | 0.4006 | 0.9077 | 0.9528 |
296
+ | No log | 5.6977 | 490 | 0.8603 | 0.4724 | 0.8603 | 0.9275 |
297
+ | No log | 5.7209 | 492 | 0.9268 | 0.4383 | 0.9268 | 0.9627 |
298
+ | No log | 5.7442 | 494 | 1.1355 | 0.4186 | 1.1355 | 1.0656 |
299
+ | No log | 5.7674 | 496 | 1.2350 | 0.4269 | 1.2350 | 1.1113 |
300
+ | No log | 5.7907 | 498 | 1.1309 | 0.3817 | 1.1309 | 1.0634 |
301
+ | 0.3401 | 5.8140 | 500 | 0.9254 | 0.4032 | 0.9254 | 0.9620 |
302
+ | 0.3401 | 5.8372 | 502 | 0.8477 | 0.4237 | 0.8477 | 0.9207 |
303
+ | 0.3401 | 5.8605 | 504 | 0.8572 | 0.4106 | 0.8572 | 0.9259 |
304
+ | 0.3401 | 5.8837 | 506 | 0.9075 | 0.3732 | 0.9075 | 0.9526 |
305
+ | 0.3401 | 5.9070 | 508 | 0.9790 | 0.3322 | 0.9790 | 0.9895 |
306
+ | 0.3401 | 5.9302 | 510 | 0.9423 | 0.3418 | 0.9423 | 0.9707 |
307
+ | 0.3401 | 5.9535 | 512 | 0.8968 | 0.4359 | 0.8968 | 0.9470 |
308
+ | 0.3401 | 5.9767 | 514 | 0.8682 | 0.4398 | 0.8682 | 0.9318 |
309
+ | 0.3401 | 6.0 | 516 | 0.8489 | 0.4824 | 0.8489 | 0.9213 |
310
+ | 0.3401 | 6.0233 | 518 | 0.8804 | 0.4719 | 0.8804 | 0.9383 |
311
+ | 0.3401 | 6.0465 | 520 | 0.8652 | 0.4928 | 0.8652 | 0.9302 |
312
+ | 0.3401 | 6.0698 | 522 | 0.8921 | 0.5074 | 0.8921 | 0.9445 |
313
+ | 0.3401 | 6.0930 | 524 | 0.9055 | 0.4945 | 0.9055 | 0.9516 |
314
+ | 0.3401 | 6.1163 | 526 | 0.8626 | 0.4634 | 0.8626 | 0.9287 |
315
+ | 0.3401 | 6.1395 | 528 | 0.8272 | 0.5247 | 0.8272 | 0.9095 |
316
+ | 0.3401 | 6.1628 | 530 | 0.8208 | 0.4659 | 0.8208 | 0.9060 |
317
+ | 0.3401 | 6.1860 | 532 | 0.8171 | 0.5490 | 0.8171 | 0.9039 |
318
+ | 0.3401 | 6.2093 | 534 | 0.8355 | 0.5546 | 0.8355 | 0.9141 |
319
+ | 0.3401 | 6.2326 | 536 | 0.8682 | 0.5498 | 0.8682 | 0.9318 |
320
+ | 0.3401 | 6.2558 | 538 | 0.8978 | 0.5163 | 0.8978 | 0.9475 |
321
+ | 0.3401 | 6.2791 | 540 | 0.8822 | 0.3739 | 0.8822 | 0.9393 |
322
+ | 0.3401 | 6.3023 | 542 | 0.9008 | 0.3892 | 0.9008 | 0.9491 |
323
+ | 0.3401 | 6.3256 | 544 | 0.9291 | 0.3993 | 0.9291 | 0.9639 |
324
+ | 0.3401 | 6.3488 | 546 | 0.9632 | 0.3860 | 0.9632 | 0.9814 |
325
+ | 0.3401 | 6.3721 | 548 | 0.9638 | 0.3842 | 0.9638 | 0.9817 |
326
 
327
 
328
  ### Framework versions