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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task2_organization

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  1. README.md +263 -261
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task2_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: 0.9960
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- - Qwk: 0.4257
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- - Mse: 0.9960
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- - Rmse: 0.9980
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  ## Model description
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@@ -49,261 +49,263 @@ 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 | 0.0408 | 2 | 4.6471 | -0.0041 | 4.6471 | 2.1557 |
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- | No log | 0.0816 | 4 | 3.1333 | -0.0314 | 3.1333 | 1.7701 |
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- | No log | 0.1224 | 6 | 1.7096 | 0.0372 | 1.7096 | 1.3075 |
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- | No log | 0.1633 | 8 | 1.4316 | 0.0992 | 1.4316 | 1.1965 |
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- | No log | 0.2041 | 10 | 1.4308 | -0.0128 | 1.4308 | 1.1962 |
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- | No log | 0.2449 | 12 | 1.4335 | 0.0408 | 1.4335 | 1.1973 |
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- | No log | 0.2857 | 14 | 1.6903 | -0.0757 | 1.6903 | 1.3001 |
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- | No log | 0.3265 | 16 | 2.0069 | -0.0308 | 2.0069 | 1.4167 |
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- | No log | 0.3673 | 18 | 1.8640 | 0.0 | 1.8640 | 1.3653 |
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- | No log | 0.4082 | 20 | 1.3341 | 0.1472 | 1.3341 | 1.1550 |
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- | No log | 0.4490 | 22 | 1.2319 | 0.1658 | 1.2319 | 1.1099 |
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- | No log | 0.4898 | 24 | 1.3155 | 0.1809 | 1.3155 | 1.1469 |
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- | No log | 0.5306 | 26 | 1.3773 | 0.1809 | 1.3773 | 1.1736 |
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- | No log | 0.5714 | 28 | 1.5439 | 0.1427 | 1.5439 | 1.2425 |
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- | No log | 0.6122 | 30 | 2.0345 | 0.1245 | 2.0345 | 1.4263 |
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- | No log | 0.6531 | 32 | 1.9664 | 0.1245 | 1.9664 | 1.4023 |
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- | No log | 0.6939 | 34 | 1.6179 | 0.1568 | 1.6179 | 1.2720 |
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- | No log | 0.7347 | 36 | 1.2738 | 0.1959 | 1.2738 | 1.1286 |
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- | No log | 0.7755 | 38 | 1.1619 | 0.2380 | 1.1619 | 1.0779 |
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- | No log | 0.8163 | 40 | 1.1173 | 0.2636 | 1.1173 | 1.0570 |
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- | No log | 0.8571 | 42 | 1.2594 | 0.1472 | 1.2594 | 1.1222 |
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- | No log | 0.8980 | 44 | 1.2702 | 0.1288 | 1.2702 | 1.1270 |
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- | No log | 0.9388 | 46 | 1.3144 | 0.1882 | 1.3144 | 1.1465 |
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- | No log | 0.9796 | 48 | 1.3564 | 0.1314 | 1.3564 | 1.1647 |
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- | No log | 1.0204 | 50 | 1.4508 | 0.0750 | 1.4508 | 1.2045 |
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- | No log | 1.0612 | 52 | 1.5495 | 0.0254 | 1.5495 | 1.2448 |
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- | No log | 1.1020 | 54 | 1.6651 | 0.0403 | 1.6651 | 1.2904 |
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- | No log | 1.1429 | 56 | 1.8108 | 0.1248 | 1.8108 | 1.3457 |
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- | No log | 1.1837 | 58 | 1.7026 | 0.2127 | 1.7026 | 1.3048 |
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- | No log | 1.2245 | 60 | 1.8177 | 0.2253 | 1.8177 | 1.3482 |
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- | No log | 1.2653 | 62 | 1.6324 | 0.2550 | 1.6324 | 1.2776 |
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- | No log | 1.3061 | 64 | 1.1729 | 0.1959 | 1.1729 | 1.0830 |
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- | No log | 1.3469 | 66 | 1.0860 | 0.2439 | 1.0860 | 1.0421 |
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- | No log | 1.3878 | 68 | 1.2652 | 0.0537 | 1.2652 | 1.1248 |
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- | No log | 1.4286 | 70 | 1.3137 | 0.0688 | 1.3137 | 1.1462 |
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- | No log | 1.4694 | 72 | 1.1983 | 0.1679 | 1.1983 | 1.0947 |
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- | No log | 1.5102 | 74 | 0.9836 | 0.3299 | 0.9836 | 0.9917 |
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- | No log | 1.5510 | 76 | 0.9492 | 0.3787 | 0.9492 | 0.9743 |
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- | No log | 1.5918 | 78 | 0.9399 | 0.3845 | 0.9399 | 0.9695 |
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- | No log | 1.6327 | 80 | 1.2166 | 0.2201 | 1.2166 | 1.1030 |
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- | No log | 1.6735 | 82 | 1.4534 | 0.2567 | 1.4534 | 1.2056 |
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- | No log | 1.7143 | 84 | 1.3093 | 0.2863 | 1.3093 | 1.1442 |
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- | No log | 1.7551 | 86 | 1.0004 | 0.3747 | 1.0004 | 1.0002 |
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- | No log | 1.7959 | 88 | 1.0651 | 0.3734 | 1.0651 | 1.0321 |
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- | No log | 1.8367 | 90 | 1.0225 | 0.4006 | 1.0225 | 1.0112 |
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- | No log | 1.8776 | 92 | 1.0527 | 0.3310 | 1.0527 | 1.0260 |
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- | No log | 1.9184 | 94 | 1.2755 | 0.2705 | 1.2755 | 1.1294 |
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- | No log | 1.9592 | 96 | 1.6090 | 0.1929 | 1.6090 | 1.2685 |
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- | No log | 2.0 | 98 | 1.5767 | 0.1765 | 1.5767 | 1.2557 |
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- | No log | 2.0408 | 100 | 1.2704 | 0.2982 | 1.2704 | 1.1271 |
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- | No log | 2.0816 | 102 | 1.2292 | 0.2959 | 1.2292 | 1.1087 |
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- | No log | 2.1224 | 104 | 1.2073 | 0.2191 | 1.2073 | 1.0988 |
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- | No log | 2.1633 | 106 | 1.0996 | 0.2665 | 1.0996 | 1.0486 |
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- | No log | 2.2041 | 108 | 1.0707 | 0.2995 | 1.0707 | 1.0348 |
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- | No log | 2.2449 | 110 | 1.0752 | 0.3750 | 1.0752 | 1.0369 |
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- | No log | 2.2857 | 112 | 1.1490 | 0.1779 | 1.1490 | 1.0719 |
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- | No log | 2.3265 | 114 | 1.2752 | 0.2732 | 1.2752 | 1.1293 |
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- | No log | 2.3673 | 116 | 1.2932 | 0.2640 | 1.2932 | 1.1372 |
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- | No log | 2.4082 | 118 | 1.1034 | 0.2588 | 1.1034 | 1.0504 |
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- | No log | 2.4490 | 120 | 1.1152 | 0.4400 | 1.1152 | 1.0560 |
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- | No log | 2.4898 | 122 | 1.0679 | 0.3721 | 1.0679 | 1.0334 |
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- | No log | 2.5306 | 124 | 1.1399 | 0.1982 | 1.1399 | 1.0677 |
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- | No log | 2.5714 | 126 | 1.5128 | 0.3001 | 1.5128 | 1.2300 |
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- | No log | 2.6122 | 128 | 1.5165 | 0.2982 | 1.5165 | 1.2315 |
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- | No log | 2.6531 | 130 | 1.2484 | 0.3267 | 1.2484 | 1.1173 |
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- | No log | 2.6939 | 132 | 1.2379 | 0.3207 | 1.2379 | 1.1126 |
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- | No log | 2.7347 | 134 | 1.2599 | 0.2644 | 1.2599 | 1.1224 |
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- | No log | 2.7755 | 136 | 1.2565 | 0.2280 | 1.2565 | 1.1209 |
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- | No log | 2.8163 | 138 | 1.1629 | 0.2233 | 1.1629 | 1.0784 |
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- | No log | 2.8571 | 140 | 1.0766 | 0.3819 | 1.0766 | 1.0376 |
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- | No log | 2.8980 | 142 | 1.0857 | 0.3548 | 1.0857 | 1.0420 |
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- | No log | 2.9388 | 144 | 1.1078 | 0.2651 | 1.1078 | 1.0525 |
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- | No log | 2.9796 | 146 | 1.2971 | 0.2369 | 1.2971 | 1.1389 |
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- | No log | 3.0204 | 148 | 1.3444 | 0.1403 | 1.3444 | 1.1595 |
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- | No log | 3.0612 | 150 | 1.3183 | 0.1943 | 1.3183 | 1.1482 |
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- | No log | 3.1020 | 152 | 1.1756 | 0.2515 | 1.1756 | 1.0842 |
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- | No log | 3.1429 | 154 | 1.1736 | 0.2217 | 1.1736 | 1.0833 |
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- | No log | 3.1837 | 156 | 1.1944 | 0.2974 | 1.1944 | 1.0929 |
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- | No log | 3.2245 | 158 | 1.2115 | 0.2004 | 1.2115 | 1.1007 |
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- | No log | 3.2653 | 160 | 1.2946 | 0.2126 | 1.2946 | 1.1378 |
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- | No log | 3.3061 | 162 | 1.2993 | 0.1354 | 1.2993 | 1.1399 |
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- | No log | 3.3469 | 164 | 1.3717 | 0.1289 | 1.3717 | 1.1712 |
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- | No log | 3.3878 | 166 | 1.4708 | 0.0625 | 1.4708 | 1.2128 |
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- | No log | 3.4286 | 168 | 1.4452 | 0.0826 | 1.4452 | 1.2022 |
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- | No log | 3.4694 | 170 | 1.3490 | 0.1199 | 1.3490 | 1.1615 |
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- | No log | 3.5102 | 172 | 1.1766 | 0.3224 | 1.1766 | 1.0847 |
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- | No log | 3.5510 | 174 | 1.1360 | 0.3684 | 1.1360 | 1.0658 |
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- | No log | 3.5918 | 176 | 1.1257 | 0.3445 | 1.1257 | 1.0610 |
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- | No log | 3.6327 | 178 | 1.0924 | 0.3537 | 1.0924 | 1.0452 |
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- | No log | 3.6735 | 180 | 1.0810 | 0.4429 | 1.0810 | 1.0397 |
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- | No log | 3.7143 | 182 | 1.0446 | 0.4159 | 1.0446 | 1.0221 |
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- | No log | 3.7551 | 184 | 1.0814 | 0.4624 | 1.0814 | 1.0399 |
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- | No log | 3.7959 | 186 | 1.2603 | 0.2903 | 1.2603 | 1.1226 |
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- | No log | 3.8367 | 188 | 1.2123 | 0.2983 | 1.2123 | 1.1011 |
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- | No log | 3.8776 | 190 | 1.0428 | 0.4570 | 1.0428 | 1.0212 |
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- | No log | 3.9184 | 192 | 0.9967 | 0.3089 | 0.9967 | 0.9984 |
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- | No log | 3.9592 | 194 | 1.0162 | 0.2971 | 1.0162 | 1.0081 |
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- | No log | 4.0 | 196 | 1.0384 | 0.2477 | 1.0384 | 1.0190 |
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- | No log | 4.0408 | 198 | 1.0445 | 0.2893 | 1.0445 | 1.0220 |
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- | No log | 4.0816 | 200 | 1.0539 | 0.2773 | 1.0539 | 1.0266 |
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- | No log | 4.1224 | 202 | 1.0801 | 0.2629 | 1.0801 | 1.0393 |
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- | No log | 4.1633 | 204 | 1.0949 | 0.2944 | 1.0949 | 1.0464 |
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- | No log | 4.2041 | 206 | 1.0956 | 0.3482 | 1.0956 | 1.0467 |
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- | No log | 4.2449 | 208 | 1.1228 | 0.3721 | 1.1228 | 1.0596 |
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- | No log | 4.2857 | 210 | 1.1243 | 0.3522 | 1.1243 | 1.0604 |
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- | No log | 4.3265 | 212 | 1.2284 | 0.3413 | 1.2284 | 1.1083 |
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- | No log | 4.3673 | 214 | 1.5775 | 0.2331 | 1.5775 | 1.2560 |
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- | No log | 4.4082 | 216 | 1.5651 | 0.2379 | 1.5651 | 1.2511 |
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- | No log | 4.4490 | 218 | 1.2486 | 0.2788 | 1.2486 | 1.1174 |
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- | No log | 4.4898 | 220 | 1.1075 | 0.3081 | 1.1075 | 1.0524 |
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- | No log | 4.5306 | 222 | 1.1052 | 0.3036 | 1.1052 | 1.0513 |
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- | No log | 4.5714 | 224 | 1.1237 | 0.3036 | 1.1237 | 1.0601 |
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- | No log | 4.6122 | 226 | 1.1810 | 0.2917 | 1.1810 | 1.0867 |
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- | No log | 4.6531 | 228 | 1.3499 | 0.2773 | 1.3499 | 1.1619 |
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- | No log | 4.6939 | 230 | 1.3273 | 0.2574 | 1.3273 | 1.1521 |
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- | No log | 4.7347 | 232 | 1.2517 | 0.3226 | 1.2517 | 1.1188 |
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- | No log | 4.7755 | 234 | 1.2707 | 0.3226 | 1.2707 | 1.1272 |
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- | No log | 4.8163 | 236 | 1.2635 | 0.3226 | 1.2635 | 1.1241 |
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- | No log | 4.8571 | 238 | 1.2303 | 0.2744 | 1.2303 | 1.1092 |
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- | No log | 4.8980 | 240 | 1.2592 | 0.3226 | 1.2592 | 1.1222 |
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- | No log | 4.9388 | 242 | 1.2315 | 0.2445 | 1.2315 | 1.1097 |
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- | No log | 4.9796 | 244 | 1.1759 | 0.2544 | 1.1759 | 1.0844 |
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- | No log | 5.0204 | 246 | 1.2195 | 0.2324 | 1.2195 | 1.1043 |
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- | No log | 5.0612 | 248 | 1.1851 | 0.2315 | 1.1851 | 1.0886 |
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- | No log | 5.1020 | 250 | 1.2323 | 0.2180 | 1.2323 | 1.1101 |
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- | No log | 5.1429 | 252 | 1.3093 | 0.2144 | 1.3093 | 1.1442 |
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- | No log | 5.1837 | 254 | 1.2493 | 0.2534 | 1.2493 | 1.1177 |
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- | No log | 5.2245 | 256 | 1.1131 | 0.2694 | 1.1131 | 1.0550 |
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- | No log | 5.2653 | 258 | 1.1615 | 0.1736 | 1.1615 | 1.0777 |
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- | No log | 5.3061 | 260 | 1.2362 | 0.3064 | 1.2362 | 1.1118 |
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- | No log | 5.3469 | 262 | 1.1769 | 0.3771 | 1.1769 | 1.0848 |
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- | No log | 5.3878 | 264 | 1.1247 | 0.2526 | 1.1247 | 1.0605 |
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- | No log | 5.4286 | 266 | 1.2842 | 0.2782 | 1.2842 | 1.1332 |
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- | No log | 5.4694 | 268 | 1.4615 | 0.3340 | 1.4615 | 1.2089 |
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- | No log | 5.5102 | 270 | 1.4041 | 0.2768 | 1.4041 | 1.1849 |
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- | No log | 5.5510 | 272 | 1.1966 | 0.1943 | 1.1966 | 1.0939 |
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- | No log | 5.5918 | 274 | 1.1360 | 0.2550 | 1.1360 | 1.0658 |
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- | No log | 5.6327 | 276 | 1.1062 | 0.3565 | 1.1062 | 1.0517 |
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- | No log | 5.6735 | 278 | 1.0888 | 0.3565 | 1.0888 | 1.0435 |
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- | No log | 5.7143 | 280 | 1.0874 | 0.2776 | 1.0874 | 1.0428 |
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- | No log | 5.7551 | 282 | 1.1236 | 0.2075 | 1.1236 | 1.0600 |
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- | No log | 5.7959 | 284 | 1.1740 | 0.1841 | 1.1740 | 1.0835 |
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- | No log | 5.8367 | 286 | 1.2410 | 0.2465 | 1.2410 | 1.1140 |
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- | No log | 5.8776 | 288 | 1.2102 | 0.1711 | 1.2102 | 1.1001 |
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- | No log | 5.9184 | 290 | 1.1672 | 0.2221 | 1.1672 | 1.0804 |
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- | No log | 5.9592 | 292 | 1.1584 | 0.2410 | 1.1584 | 1.0763 |
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- | No log | 6.0 | 294 | 1.1342 | 0.2843 | 1.1342 | 1.0650 |
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- | No log | 6.0408 | 296 | 1.1570 | 0.2169 | 1.1570 | 1.0756 |
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- | No log | 6.0816 | 298 | 1.1610 | 0.2601 | 1.1610 | 1.0775 |
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- | No log | 6.1224 | 300 | 1.1325 | 0.2660 | 1.1325 | 1.0642 |
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- | No log | 6.1633 | 302 | 1.1219 | 0.2614 | 1.1219 | 1.0592 |
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- | No log | 6.2041 | 304 | 1.1161 | 0.2661 | 1.1161 | 1.0564 |
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- | No log | 6.2449 | 306 | 1.1097 | 0.2920 | 1.1097 | 1.0534 |
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- | No log | 6.2857 | 308 | 1.1236 | 0.2487 | 1.1236 | 1.0600 |
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- | No log | 6.3265 | 310 | 1.1064 | 0.2812 | 1.1064 | 1.0519 |
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- | No log | 6.3673 | 312 | 1.1043 | 0.3059 | 1.1043 | 1.0509 |
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- | No log | 6.4082 | 314 | 1.1302 | 0.3697 | 1.1302 | 1.0631 |
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- | No log | 6.4490 | 316 | 1.1414 | 0.4156 | 1.1414 | 1.0683 |
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- | No log | 6.4898 | 318 | 1.0608 | 0.3956 | 1.0608 | 1.0299 |
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- | No log | 6.5306 | 320 | 1.0041 | 0.4374 | 1.0041 | 1.0021 |
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- | No log | 6.5714 | 322 | 0.9809 | 0.4864 | 0.9809 | 0.9904 |
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- | No log | 6.6122 | 324 | 0.9488 | 0.5271 | 0.9488 | 0.9740 |
214
- | No log | 6.6531 | 326 | 1.0130 | 0.3544 | 1.0130 | 1.0065 |
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- | No log | 6.6939 | 328 | 1.0140 | 0.3584 | 1.0140 | 1.0070 |
216
- | No log | 6.7347 | 330 | 0.9549 | 0.3913 | 0.9549 | 0.9772 |
217
- | No log | 6.7755 | 332 | 0.9552 | 0.3637 | 0.9552 | 0.9774 |
218
- | No log | 6.8163 | 334 | 0.9655 | 0.3913 | 0.9655 | 0.9826 |
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- | No log | 6.8571 | 336 | 0.9570 | 0.5149 | 0.9570 | 0.9783 |
220
- | No log | 6.8980 | 338 | 0.9885 | 0.4425 | 0.9885 | 0.9942 |
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- | No log | 6.9388 | 340 | 1.0687 | 0.4543 | 1.0687 | 1.0338 |
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- | No log | 6.9796 | 342 | 1.0010 | 0.5022 | 1.0010 | 1.0005 |
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- | No log | 7.0204 | 344 | 1.0302 | 0.4149 | 1.0302 | 1.0150 |
224
- | No log | 7.0612 | 346 | 1.0754 | 0.3457 | 1.0754 | 1.0370 |
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- | No log | 7.1020 | 348 | 1.0027 | 0.3924 | 1.0027 | 1.0014 |
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- | No log | 7.1429 | 350 | 1.0113 | 0.4219 | 1.0113 | 1.0056 |
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- | No log | 7.1837 | 352 | 1.0054 | 0.4318 | 1.0054 | 1.0027 |
228
- | No log | 7.2245 | 354 | 1.0017 | 0.3896 | 1.0017 | 1.0009 |
229
- | No log | 7.2653 | 356 | 1.0231 | 0.3455 | 1.0231 | 1.0115 |
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- | No log | 7.3061 | 358 | 1.0315 | 0.3692 | 1.0315 | 1.0156 |
231
- | No log | 7.3469 | 360 | 0.9907 | 0.3896 | 0.9907 | 0.9954 |
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- | No log | 7.3878 | 362 | 0.9907 | 0.4079 | 0.9907 | 0.9953 |
233
- | No log | 7.4286 | 364 | 0.9883 | 0.4079 | 0.9883 | 0.9941 |
234
- | No log | 7.4694 | 366 | 1.0199 | 0.3584 | 1.0199 | 1.0099 |
235
- | No log | 7.5102 | 368 | 1.0680 | 0.3010 | 1.0680 | 1.0334 |
236
- | No log | 7.5510 | 370 | 1.0267 | 0.3486 | 1.0267 | 1.0133 |
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- | No log | 7.5918 | 372 | 0.9979 | 0.3957 | 0.9979 | 0.9989 |
238
- | No log | 7.6327 | 374 | 1.0202 | 0.3255 | 1.0202 | 1.0101 |
239
- | No log | 7.6735 | 376 | 1.0193 | 0.3692 | 1.0193 | 1.0096 |
240
- | No log | 7.7143 | 378 | 1.0479 | 0.3250 | 1.0479 | 1.0236 |
241
- | No log | 7.7551 | 380 | 1.0528 | 0.3250 | 1.0528 | 1.0261 |
242
- | No log | 7.7959 | 382 | 1.0355 | 0.3692 | 1.0355 | 1.0176 |
243
- | No log | 7.8367 | 384 | 1.0436 | 0.2903 | 1.0436 | 1.0216 |
244
- | No log | 7.8776 | 386 | 1.0491 | 0.2410 | 1.0491 | 1.0243 |
245
- | No log | 7.9184 | 388 | 1.0537 | 0.3692 | 1.0537 | 1.0265 |
246
- | No log | 7.9592 | 390 | 1.1150 | 0.3294 | 1.1150 | 1.0560 |
247
- | No log | 8.0 | 392 | 1.2585 | 0.3047 | 1.2585 | 1.1218 |
248
- | No log | 8.0408 | 394 | 1.4172 | 0.2554 | 1.4172 | 1.1905 |
249
- | No log | 8.0816 | 396 | 1.3467 | 0.3061 | 1.3467 | 1.1605 |
250
- | No log | 8.1224 | 398 | 1.1476 | 0.2964 | 1.1476 | 1.0713 |
251
- | No log | 8.1633 | 400 | 1.0602 | 0.4834 | 1.0602 | 1.0297 |
252
- | No log | 8.2041 | 402 | 1.0451 | 0.4253 | 1.0451 | 1.0223 |
253
- | No log | 8.2449 | 404 | 1.0361 | 0.4064 | 1.0361 | 1.0179 |
254
- | No log | 8.2857 | 406 | 1.1133 | 0.3262 | 1.1133 | 1.0551 |
255
- | No log | 8.3265 | 408 | 1.3068 | 0.2272 | 1.3068 | 1.1431 |
256
- | No log | 8.3673 | 410 | 1.3097 | 0.1977 | 1.3097 | 1.1444 |
257
- | No log | 8.4082 | 412 | 1.1376 | 0.3262 | 1.1376 | 1.0666 |
258
- | No log | 8.4490 | 414 | 1.0158 | 0.4326 | 1.0158 | 1.0079 |
259
- | No log | 8.4898 | 416 | 1.0255 | 0.4840 | 1.0255 | 1.0127 |
260
- | No log | 8.5306 | 418 | 1.0057 | 0.4746 | 1.0057 | 1.0029 |
261
- | No log | 8.5714 | 420 | 0.9805 | 0.4064 | 0.9805 | 0.9902 |
262
- | No log | 8.6122 | 422 | 1.0574 | 0.3719 | 1.0574 | 1.0283 |
263
- | No log | 8.6531 | 424 | 1.1489 | 0.2919 | 1.1489 | 1.0719 |
264
- | No log | 8.6939 | 426 | 1.0898 | 0.3805 | 1.0898 | 1.0440 |
265
- | No log | 8.7347 | 428 | 1.0286 | 0.3781 | 1.0286 | 1.0142 |
266
- | No log | 8.7755 | 430 | 1.0401 | 0.3969 | 1.0401 | 1.0199 |
267
- | No log | 8.8163 | 432 | 1.0631 | 0.3154 | 1.0631 | 1.0311 |
268
- | No log | 8.8571 | 434 | 1.0822 | 0.3154 | 1.0822 | 1.0403 |
269
- | No log | 8.8980 | 436 | 1.0983 | 0.2824 | 1.0983 | 1.0480 |
270
- | No log | 8.9388 | 438 | 1.0935 | 0.3154 | 1.0935 | 1.0457 |
271
- | No log | 8.9796 | 440 | 1.0726 | 0.3486 | 1.0726 | 1.0357 |
272
- | No log | 9.0204 | 442 | 1.0981 | 0.3154 | 1.0981 | 1.0479 |
273
- | No log | 9.0612 | 444 | 1.2141 | 0.2320 | 1.2141 | 1.1019 |
274
- | No log | 9.1020 | 446 | 1.3096 | 0.1371 | 1.3096 | 1.1444 |
275
- | No log | 9.1429 | 448 | 1.2590 | 0.1371 | 1.2590 | 1.1220 |
276
- | No log | 9.1837 | 450 | 1.1226 | 0.2986 | 1.1226 | 1.0595 |
277
- | No log | 9.2245 | 452 | 1.0621 | 0.3427 | 1.0621 | 1.0306 |
278
- | No log | 9.2653 | 454 | 1.0370 | 0.3427 | 1.0370 | 1.0184 |
279
- | No log | 9.3061 | 456 | 1.0127 | 0.3771 | 1.0127 | 1.0063 |
280
- | No log | 9.3469 | 458 | 1.0135 | 0.4026 | 1.0135 | 1.0067 |
281
- | No log | 9.3878 | 460 | 1.0351 | 0.3788 | 1.0351 | 1.0174 |
282
- | No log | 9.4286 | 462 | 1.0927 | 0.2805 | 1.0927 | 1.0453 |
283
- | No log | 9.4694 | 464 | 1.1723 | 0.2851 | 1.1723 | 1.0827 |
284
- | No log | 9.5102 | 466 | 1.1358 | 0.2805 | 1.1358 | 1.0657 |
285
- | No log | 9.5510 | 468 | 1.0799 | 0.3427 | 1.0799 | 1.0392 |
286
- | No log | 9.5918 | 470 | 1.0602 | 0.3427 | 1.0602 | 1.0297 |
287
- | No log | 9.6327 | 472 | 1.0374 | 0.4019 | 1.0374 | 1.0185 |
288
- | No log | 9.6735 | 474 | 1.0318 | 0.3830 | 1.0318 | 1.0158 |
289
- | No log | 9.7143 | 476 | 1.0286 | 0.3570 | 1.0286 | 1.0142 |
290
- | No log | 9.7551 | 478 | 1.0459 | 0.2988 | 1.0459 | 1.0227 |
291
- | No log | 9.7959 | 480 | 1.0382 | 0.3427 | 1.0382 | 1.0189 |
292
- | No log | 9.8367 | 482 | 1.0322 | 0.3983 | 1.0322 | 1.0160 |
293
- | No log | 9.8776 | 484 | 1.0619 | 0.3882 | 1.0619 | 1.0305 |
294
- | No log | 9.9184 | 486 | 1.0680 | 0.4162 | 1.0680 | 1.0334 |
295
- | No log | 9.9592 | 488 | 1.1167 | 0.3226 | 1.1167 | 1.0567 |
296
- | No log | 10.0 | 490 | 1.2398 | 0.4005 | 1.2398 | 1.1134 |
297
- | No log | 10.0408 | 492 | 1.3270 | 0.2983 | 1.3270 | 1.1520 |
298
- | No log | 10.0816 | 494 | 1.3409 | 0.2639 | 1.3409 | 1.1580 |
299
- | No log | 10.1224 | 496 | 1.2269 | 0.3171 | 1.2269 | 1.1077 |
300
- | No log | 10.1633 | 498 | 1.0506 | 0.3276 | 1.0506 | 1.0250 |
301
- | 0.3346 | 10.2041 | 500 | 0.9899 | 0.4318 | 0.9899 | 0.9950 |
302
- | 0.3346 | 10.2449 | 502 | 0.9981 | 0.3573 | 0.9981 | 0.9990 |
303
- | 0.3346 | 10.2857 | 504 | 0.9905 | 0.4143 | 0.9905 | 0.9952 |
304
- | 0.3346 | 10.3265 | 506 | 0.9747 | 0.4081 | 0.9747 | 0.9873 |
305
- | 0.3346 | 10.3673 | 508 | 0.9898 | 0.4159 | 0.9898 | 0.9949 |
306
- | 0.3346 | 10.4082 | 510 | 0.9960 | 0.4257 | 0.9960 | 0.9980 |
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k12_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k12_task2_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: 0.7857
19
+ - Qwk: 0.5360
20
+ - Mse: 0.7857
21
+ - Rmse: 0.8864
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0455 | 2 | 4.5038 | -0.0191 | 4.5038 | 2.1222 |
53
+ | No log | 0.0909 | 4 | 2.7599 | -0.0135 | 2.7599 | 1.6613 |
54
+ | No log | 0.1364 | 6 | 2.1242 | -0.0370 | 2.1242 | 1.4575 |
55
+ | No log | 0.1818 | 8 | 1.5877 | 0.0062 | 1.5877 | 1.2600 |
56
+ | No log | 0.2273 | 10 | 1.4014 | 0.0549 | 1.4014 | 1.1838 |
57
+ | No log | 0.2727 | 12 | 1.2472 | 0.0811 | 1.2472 | 1.1168 |
58
+ | No log | 0.3182 | 14 | 1.4203 | 0.1064 | 1.4203 | 1.1918 |
59
+ | No log | 0.3636 | 16 | 1.5551 | 0.1409 | 1.5551 | 1.2470 |
60
+ | No log | 0.4091 | 18 | 1.5613 | 0.0833 | 1.5613 | 1.2495 |
61
+ | No log | 0.4545 | 20 | 1.7730 | 0.1006 | 1.7730 | 1.3315 |
62
+ | No log | 0.5 | 22 | 2.2146 | 0.1166 | 2.2146 | 1.4882 |
63
+ | No log | 0.5455 | 24 | 2.0192 | 0.1331 | 2.0192 | 1.4210 |
64
+ | No log | 0.5909 | 26 | 1.7222 | 0.1459 | 1.7222 | 1.3123 |
65
+ | No log | 0.6364 | 28 | 1.4136 | 0.1418 | 1.4136 | 1.1890 |
66
+ | No log | 0.6818 | 30 | 1.2506 | 0.2071 | 1.2506 | 1.1183 |
67
+ | No log | 0.7273 | 32 | 1.1978 | 0.1928 | 1.1978 | 1.0944 |
68
+ | No log | 0.7727 | 34 | 1.3059 | 0.1570 | 1.3059 | 1.1428 |
69
+ | No log | 0.8182 | 36 | 1.5098 | 0.1387 | 1.5098 | 1.2287 |
70
+ | No log | 0.8636 | 38 | 1.5091 | 0.1387 | 1.5091 | 1.2284 |
71
+ | No log | 0.9091 | 40 | 1.3932 | 0.1899 | 1.3932 | 1.1803 |
72
+ | No log | 0.9545 | 42 | 1.2057 | 0.2014 | 1.2057 | 1.0980 |
73
+ | No log | 1.0 | 44 | 1.1551 | 0.2054 | 1.1551 | 1.0748 |
74
+ | No log | 1.0455 | 46 | 1.2896 | 0.1928 | 1.2896 | 1.1356 |
75
+ | No log | 1.0909 | 48 | 1.7425 | 0.2553 | 1.7425 | 1.3200 |
76
+ | No log | 1.1364 | 50 | 2.0456 | 0.2352 | 2.0456 | 1.4302 |
77
+ | No log | 1.1818 | 52 | 1.9760 | 0.1935 | 1.9760 | 1.4057 |
78
+ | No log | 1.2273 | 54 | 1.8440 | 0.1851 | 1.8440 | 1.3579 |
79
+ | No log | 1.2727 | 56 | 1.5051 | 0.1522 | 1.5051 | 1.2268 |
80
+ | No log | 1.3182 | 58 | 1.1765 | 0.1790 | 1.1765 | 1.0846 |
81
+ | No log | 1.3636 | 60 | 1.0585 | 0.3269 | 1.0585 | 1.0288 |
82
+ | No log | 1.4091 | 62 | 0.9736 | 0.3814 | 0.9736 | 0.9867 |
83
+ | No log | 1.4545 | 64 | 0.9562 | 0.3771 | 0.9562 | 0.9778 |
84
+ | No log | 1.5 | 66 | 0.9043 | 0.4220 | 0.9043 | 0.9509 |
85
+ | No log | 1.5455 | 68 | 0.9076 | 0.4197 | 0.9076 | 0.9527 |
86
+ | No log | 1.5909 | 70 | 1.0027 | 0.3612 | 1.0027 | 1.0014 |
87
+ | No log | 1.6364 | 72 | 1.4830 | 0.2863 | 1.4830 | 1.2178 |
88
+ | No log | 1.6818 | 74 | 1.8279 | 0.2871 | 1.8279 | 1.3520 |
89
+ | No log | 1.7273 | 76 | 1.6993 | 0.3113 | 1.6993 | 1.3036 |
90
+ | No log | 1.7727 | 78 | 1.2592 | 0.3135 | 1.2592 | 1.1221 |
91
+ | No log | 1.8182 | 80 | 0.9373 | 0.4020 | 0.9373 | 0.9682 |
92
+ | No log | 1.8636 | 82 | 0.9295 | 0.4076 | 0.9295 | 0.9641 |
93
+ | No log | 1.9091 | 84 | 0.9888 | 0.3447 | 0.9888 | 0.9944 |
94
+ | No log | 1.9545 | 86 | 1.1619 | 0.2532 | 1.1619 | 1.0779 |
95
+ | No log | 2.0 | 88 | 1.1797 | 0.2532 | 1.1797 | 1.0861 |
96
+ | No log | 2.0455 | 90 | 1.0921 | 0.2657 | 1.0921 | 1.0451 |
97
+ | No log | 2.0909 | 92 | 0.9485 | 0.3602 | 0.9485 | 0.9739 |
98
+ | No log | 2.1364 | 94 | 0.9659 | 0.3996 | 0.9659 | 0.9828 |
99
+ | No log | 2.1818 | 96 | 0.9731 | 0.4235 | 0.9731 | 0.9865 |
100
+ | No log | 2.2273 | 98 | 1.0914 | 0.2191 | 1.0914 | 1.0447 |
101
+ | No log | 2.2727 | 100 | 1.2093 | 0.1884 | 1.2093 | 1.0997 |
102
+ | No log | 2.3182 | 102 | 1.0753 | 0.2417 | 1.0753 | 1.0370 |
103
+ | No log | 2.3636 | 104 | 0.9421 | 0.4861 | 0.9421 | 0.9706 |
104
+ | No log | 2.4091 | 106 | 0.8001 | 0.5203 | 0.8001 | 0.8945 |
105
+ | No log | 2.4545 | 108 | 0.7724 | 0.4951 | 0.7724 | 0.8788 |
106
+ | No log | 2.5 | 110 | 0.8177 | 0.5167 | 0.8177 | 0.9043 |
107
+ | No log | 2.5455 | 112 | 0.8791 | 0.5157 | 0.8791 | 0.9376 |
108
+ | No log | 2.5909 | 114 | 0.9749 | 0.3347 | 0.9749 | 0.9874 |
109
+ | No log | 2.6364 | 116 | 1.0838 | 0.3044 | 1.0838 | 1.0410 |
110
+ | No log | 2.6818 | 118 | 0.9817 | 0.4290 | 0.9817 | 0.9908 |
111
+ | No log | 2.7273 | 120 | 0.7032 | 0.5410 | 0.7032 | 0.8386 |
112
+ | No log | 2.7727 | 122 | 0.7139 | 0.5543 | 0.7139 | 0.8449 |
113
+ | No log | 2.8182 | 124 | 0.7559 | 0.5830 | 0.7559 | 0.8694 |
114
+ | No log | 2.8636 | 126 | 0.7975 | 0.5294 | 0.7975 | 0.8930 |
115
+ | No log | 2.9091 | 128 | 0.8035 | 0.5683 | 0.8035 | 0.8964 |
116
+ | No log | 2.9545 | 130 | 0.8411 | 0.4483 | 0.8411 | 0.9171 |
117
+ | No log | 3.0 | 132 | 0.7632 | 0.5684 | 0.7632 | 0.8736 |
118
+ | No log | 3.0455 | 134 | 0.8782 | 0.5305 | 0.8782 | 0.9371 |
119
+ | No log | 3.0909 | 136 | 0.8608 | 0.5667 | 0.8608 | 0.9278 |
120
+ | No log | 3.1364 | 138 | 0.7723 | 0.4947 | 0.7723 | 0.8788 |
121
+ | No log | 3.1818 | 140 | 0.7859 | 0.4780 | 0.7859 | 0.8865 |
122
+ | No log | 3.2273 | 142 | 0.8613 | 0.4563 | 0.8613 | 0.9281 |
123
+ | No log | 3.2727 | 144 | 0.9738 | 0.5081 | 0.9738 | 0.9868 |
124
+ | No log | 3.3182 | 146 | 0.8623 | 0.4503 | 0.8623 | 0.9286 |
125
+ | No log | 3.3636 | 148 | 0.7801 | 0.5711 | 0.7801 | 0.8832 |
126
+ | No log | 3.4091 | 150 | 0.7893 | 0.5974 | 0.7893 | 0.8884 |
127
+ | No log | 3.4545 | 152 | 0.7928 | 0.5082 | 0.7928 | 0.8904 |
128
+ | No log | 3.5 | 154 | 0.8111 | 0.6015 | 0.8111 | 0.9006 |
129
+ | No log | 3.5455 | 156 | 0.7959 | 0.5056 | 0.7959 | 0.8921 |
130
+ | No log | 3.5909 | 158 | 0.9206 | 0.4689 | 0.9206 | 0.9595 |
131
+ | No log | 3.6364 | 160 | 1.0842 | 0.4653 | 1.0842 | 1.0412 |
132
+ | No log | 3.6818 | 162 | 0.9546 | 0.4009 | 0.9546 | 0.9770 |
133
+ | No log | 3.7273 | 164 | 0.8350 | 0.3411 | 0.8350 | 0.9138 |
134
+ | No log | 3.7727 | 166 | 0.8252 | 0.4571 | 0.8252 | 0.9084 |
135
+ | No log | 3.8182 | 168 | 0.8119 | 0.4397 | 0.8119 | 0.9010 |
136
+ | No log | 3.8636 | 170 | 0.8154 | 0.4334 | 0.8154 | 0.9030 |
137
+ | No log | 3.9091 | 172 | 0.7770 | 0.4860 | 0.7770 | 0.8815 |
138
+ | No log | 3.9545 | 174 | 0.7817 | 0.4860 | 0.7817 | 0.8842 |
139
+ | No log | 4.0 | 176 | 0.8667 | 0.4039 | 0.8667 | 0.9310 |
140
+ | No log | 4.0455 | 178 | 0.9514 | 0.3886 | 0.9514 | 0.9754 |
141
+ | No log | 4.0909 | 180 | 0.8377 | 0.4371 | 0.8377 | 0.9152 |
142
+ | No log | 4.1364 | 182 | 0.7957 | 0.5337 | 0.7957 | 0.8920 |
143
+ | No log | 4.1818 | 184 | 0.9120 | 0.4572 | 0.9120 | 0.9550 |
144
+ | No log | 4.2273 | 186 | 0.8732 | 0.4952 | 0.8732 | 0.9345 |
145
+ | No log | 4.2727 | 188 | 0.7877 | 0.5079 | 0.7877 | 0.8875 |
146
+ | No log | 4.3182 | 190 | 1.0081 | 0.5004 | 1.0081 | 1.0040 |
147
+ | No log | 4.3636 | 192 | 1.1891 | 0.4595 | 1.1891 | 1.0905 |
148
+ | No log | 4.4091 | 194 | 1.0993 | 0.5028 | 1.0993 | 1.0485 |
149
+ | No log | 4.4545 | 196 | 0.8989 | 0.4023 | 0.8989 | 0.9481 |
150
+ | No log | 4.5 | 198 | 0.8546 | 0.4 | 0.8546 | 0.9245 |
151
+ | No log | 4.5455 | 200 | 0.8604 | 0.3814 | 0.8604 | 0.9276 |
152
+ | No log | 4.5909 | 202 | 0.8481 | 0.4220 | 0.8481 | 0.9210 |
153
+ | No log | 4.6364 | 204 | 0.8487 | 0.3787 | 0.8487 | 0.9212 |
154
+ | No log | 4.6818 | 206 | 0.8555 | 0.3493 | 0.8555 | 0.9249 |
155
+ | No log | 4.7273 | 208 | 0.8590 | 0.2942 | 0.8590 | 0.9268 |
156
+ | No log | 4.7727 | 210 | 0.8498 | 0.3804 | 0.8498 | 0.9218 |
157
+ | No log | 4.8182 | 212 | 0.8285 | 0.3744 | 0.8285 | 0.9102 |
158
+ | No log | 4.8636 | 214 | 0.8102 | 0.4498 | 0.8102 | 0.9001 |
159
+ | No log | 4.9091 | 216 | 0.8207 | 0.4158 | 0.8207 | 0.9059 |
160
+ | No log | 4.9545 | 218 | 0.8514 | 0.3806 | 0.8514 | 0.9227 |
161
+ | No log | 5.0 | 220 | 0.8317 | 0.3866 | 0.8317 | 0.9120 |
162
+ | No log | 5.0455 | 222 | 0.8075 | 0.4098 | 0.8075 | 0.8986 |
163
+ | No log | 5.0909 | 224 | 0.8235 | 0.4861 | 0.8235 | 0.9075 |
164
+ | No log | 5.1364 | 226 | 0.9207 | 0.5094 | 0.9207 | 0.9595 |
165
+ | No log | 5.1818 | 228 | 0.8300 | 0.4880 | 0.8300 | 0.9110 |
166
+ | No log | 5.2273 | 230 | 0.7377 | 0.5234 | 0.7377 | 0.8589 |
167
+ | No log | 5.2727 | 232 | 0.7710 | 0.5721 | 0.7710 | 0.8781 |
168
+ | No log | 5.3182 | 234 | 0.7379 | 0.5012 | 0.7379 | 0.8590 |
169
+ | No log | 5.3636 | 236 | 0.7780 | 0.4606 | 0.7780 | 0.8820 |
170
+ | No log | 5.4091 | 238 | 0.9417 | 0.5069 | 0.9417 | 0.9704 |
171
+ | No log | 5.4545 | 240 | 0.8936 | 0.4656 | 0.8936 | 0.9453 |
172
+ | No log | 5.5 | 242 | 0.7376 | 0.5175 | 0.7376 | 0.8588 |
173
+ | No log | 5.5455 | 244 | 0.8322 | 0.5789 | 0.8322 | 0.9123 |
174
+ | No log | 5.5909 | 246 | 0.8619 | 0.5665 | 0.8619 | 0.9284 |
175
+ | No log | 5.6364 | 248 | 0.7860 | 0.5012 | 0.7860 | 0.8866 |
176
+ | No log | 5.6818 | 250 | 0.7784 | 0.4472 | 0.7784 | 0.8823 |
177
+ | No log | 5.7273 | 252 | 0.7759 | 0.4712 | 0.7759 | 0.8809 |
178
+ | No log | 5.7727 | 254 | 0.7772 | 0.5012 | 0.7772 | 0.8816 |
179
+ | No log | 5.8182 | 256 | 0.7829 | 0.6035 | 0.7829 | 0.8848 |
180
+ | No log | 5.8636 | 258 | 0.7619 | 0.5748 | 0.7619 | 0.8729 |
181
+ | No log | 5.9091 | 260 | 0.7714 | 0.4158 | 0.7714 | 0.8783 |
182
+ | No log | 5.9545 | 262 | 0.7991 | 0.4681 | 0.7991 | 0.8940 |
183
+ | No log | 6.0 | 264 | 0.7511 | 0.4817 | 0.7511 | 0.8666 |
184
+ | No log | 6.0455 | 266 | 0.7936 | 0.5442 | 0.7936 | 0.8908 |
185
+ | No log | 6.0909 | 268 | 0.8282 | 0.4700 | 0.8282 | 0.9101 |
186
+ | No log | 6.1364 | 270 | 0.7461 | 0.6035 | 0.7461 | 0.8638 |
187
+ | No log | 6.1818 | 272 | 0.7276 | 0.5735 | 0.7276 | 0.8530 |
188
+ | No log | 6.2273 | 274 | 0.7515 | 0.5195 | 0.7515 | 0.8669 |
189
+ | No log | 6.2727 | 276 | 0.7763 | 0.5079 | 0.7763 | 0.8811 |
190
+ | No log | 6.3182 | 278 | 0.8199 | 0.4401 | 0.8199 | 0.9055 |
191
+ | No log | 6.3636 | 280 | 0.8711 | 0.4347 | 0.8711 | 0.9333 |
192
+ | No log | 6.4091 | 282 | 0.8268 | 0.4797 | 0.8268 | 0.9093 |
193
+ | No log | 6.4545 | 284 | 0.7954 | 0.4286 | 0.7954 | 0.8918 |
194
+ | No log | 6.5 | 286 | 0.7950 | 0.4769 | 0.7950 | 0.8916 |
195
+ | No log | 6.5455 | 288 | 0.7735 | 0.5046 | 0.7735 | 0.8795 |
196
+ | No log | 6.5909 | 290 | 0.7769 | 0.5061 | 0.7769 | 0.8814 |
197
+ | No log | 6.6364 | 292 | 0.7725 | 0.5505 | 0.7725 | 0.8789 |
198
+ | No log | 6.6818 | 294 | 0.7665 | 0.5606 | 0.7665 | 0.8755 |
199
+ | No log | 6.7273 | 296 | 0.7946 | 0.4100 | 0.7946 | 0.8914 |
200
+ | No log | 6.7727 | 298 | 0.8530 | 0.4347 | 0.8530 | 0.9236 |
201
+ | No log | 6.8182 | 300 | 0.8267 | 0.4054 | 0.8267 | 0.9093 |
202
+ | No log | 6.8636 | 302 | 0.7797 | 0.5502 | 0.7797 | 0.8830 |
203
+ | No log | 6.9091 | 304 | 0.7737 | 0.6043 | 0.7737 | 0.8796 |
204
+ | No log | 6.9545 | 306 | 0.7690 | 0.5163 | 0.7690 | 0.8769 |
205
+ | No log | 7.0 | 308 | 0.7669 | 0.5061 | 0.7669 | 0.8757 |
206
+ | No log | 7.0455 | 310 | 0.7528 | 0.5831 | 0.7528 | 0.8677 |
207
+ | No log | 7.0909 | 312 | 0.7650 | 0.5312 | 0.7650 | 0.8746 |
208
+ | No log | 7.1364 | 314 | 0.8490 | 0.4530 | 0.8490 | 0.9214 |
209
+ | No log | 7.1818 | 316 | 0.8395 | 0.4713 | 0.8395 | 0.9162 |
210
+ | No log | 7.2273 | 318 | 0.7809 | 0.4563 | 0.7809 | 0.8837 |
211
+ | No log | 7.2727 | 320 | 0.7711 | 0.5009 | 0.7711 | 0.8781 |
212
+ | No log | 7.3182 | 322 | 0.7848 | 0.4563 | 0.7848 | 0.8859 |
213
+ | No log | 7.3636 | 324 | 0.7688 | 0.5305 | 0.7688 | 0.8768 |
214
+ | No log | 7.4091 | 326 | 0.7685 | 0.5305 | 0.7685 | 0.8766 |
215
+ | No log | 7.4545 | 328 | 0.8046 | 0.4471 | 0.8046 | 0.8970 |
216
+ | No log | 7.5 | 330 | 0.8052 | 0.4137 | 0.8052 | 0.8973 |
217
+ | No log | 7.5455 | 332 | 0.7724 | 0.5061 | 0.7724 | 0.8788 |
218
+ | No log | 7.5909 | 334 | 0.7692 | 0.5163 | 0.7692 | 0.8771 |
219
+ | No log | 7.6364 | 336 | 0.7897 | 0.5205 | 0.7897 | 0.8886 |
220
+ | No log | 7.6818 | 338 | 0.9643 | 0.4020 | 0.9643 | 0.9820 |
221
+ | No log | 7.7273 | 340 | 1.0974 | 0.4027 | 1.0974 | 1.0476 |
222
+ | No log | 7.7727 | 342 | 1.0227 | 0.2937 | 1.0227 | 1.0113 |
223
+ | No log | 7.8182 | 344 | 0.9661 | 0.3790 | 0.9661 | 0.9829 |
224
+ | No log | 7.8636 | 346 | 0.9079 | 0.3441 | 0.9079 | 0.9529 |
225
+ | No log | 7.9091 | 348 | 0.8859 | 0.3615 | 0.8859 | 0.9412 |
226
+ | No log | 7.9545 | 350 | 0.8665 | 0.3513 | 0.8665 | 0.9309 |
227
+ | No log | 8.0 | 352 | 0.8658 | 0.3418 | 0.8658 | 0.9305 |
228
+ | No log | 8.0455 | 354 | 0.8383 | 0.4078 | 0.8383 | 0.9156 |
229
+ | No log | 8.0909 | 356 | 0.7854 | 0.4563 | 0.7854 | 0.8862 |
230
+ | No log | 8.1364 | 358 | 0.7412 | 0.5634 | 0.7412 | 0.8609 |
231
+ | No log | 8.1818 | 360 | 0.7554 | 0.5548 | 0.7554 | 0.8691 |
232
+ | No log | 8.2273 | 362 | 0.7683 | 0.5472 | 0.7683 | 0.8765 |
233
+ | No log | 8.2727 | 364 | 0.7739 | 0.4839 | 0.7739 | 0.8797 |
234
+ | No log | 8.3182 | 366 | 0.8716 | 0.4116 | 0.8716 | 0.9336 |
235
+ | No log | 8.3636 | 368 | 0.9322 | 0.3601 | 0.9322 | 0.9655 |
236
+ | No log | 8.4091 | 370 | 0.8444 | 0.4344 | 0.8444 | 0.9189 |
237
+ | No log | 8.4545 | 372 | 0.7465 | 0.5534 | 0.7465 | 0.8640 |
238
+ | No log | 8.5 | 374 | 0.7811 | 0.5495 | 0.7811 | 0.8838 |
239
+ | No log | 8.5455 | 376 | 0.8309 | 0.5414 | 0.8309 | 0.9115 |
240
+ | No log | 8.5909 | 378 | 0.7844 | 0.6108 | 0.7844 | 0.8856 |
241
+ | No log | 8.6364 | 380 | 0.7527 | 0.5093 | 0.7527 | 0.8676 |
242
+ | No log | 8.6818 | 382 | 0.7950 | 0.4500 | 0.7950 | 0.8916 |
243
+ | No log | 8.7273 | 384 | 0.7783 | 0.4570 | 0.7783 | 0.8822 |
244
+ | No log | 8.7727 | 386 | 0.7851 | 0.4942 | 0.7851 | 0.8860 |
245
+ | No log | 8.8182 | 388 | 0.8036 | 0.5949 | 0.8036 | 0.8964 |
246
+ | No log | 8.8636 | 390 | 0.7985 | 0.5393 | 0.7985 | 0.8936 |
247
+ | No log | 8.9091 | 392 | 0.7923 | 0.4534 | 0.7923 | 0.8901 |
248
+ | No log | 8.9545 | 394 | 0.7836 | 0.4730 | 0.7836 | 0.8852 |
249
+ | No log | 9.0 | 396 | 0.7659 | 0.4529 | 0.7659 | 0.8752 |
250
+ | No log | 9.0455 | 398 | 0.7654 | 0.4785 | 0.7654 | 0.8749 |
251
+ | No log | 9.0909 | 400 | 0.7213 | 0.5470 | 0.7213 | 0.8493 |
252
+ | No log | 9.1364 | 402 | 0.7093 | 0.6059 | 0.7093 | 0.8422 |
253
+ | No log | 9.1818 | 404 | 0.7502 | 0.5521 | 0.7502 | 0.8661 |
254
+ | No log | 9.2273 | 406 | 0.7958 | 0.5473 | 0.7958 | 0.8921 |
255
+ | No log | 9.2727 | 408 | 0.7633 | 0.6121 | 0.7633 | 0.8737 |
256
+ | No log | 9.3182 | 410 | 0.7595 | 0.5505 | 0.7595 | 0.8715 |
257
+ | No log | 9.3636 | 412 | 0.7935 | 0.4054 | 0.7935 | 0.8908 |
258
+ | No log | 9.4091 | 414 | 0.8113 | 0.4051 | 0.8113 | 0.9007 |
259
+ | No log | 9.4545 | 416 | 0.8048 | 0.4157 | 0.8048 | 0.8971 |
260
+ | No log | 9.5 | 418 | 0.7978 | 0.4588 | 0.7978 | 0.8932 |
261
+ | No log | 9.5455 | 420 | 0.8047 | 0.5292 | 0.8047 | 0.8970 |
262
+ | No log | 9.5909 | 422 | 0.7741 | 0.6035 | 0.7741 | 0.8799 |
263
+ | No log | 9.6364 | 424 | 0.7394 | 0.6043 | 0.7394 | 0.8599 |
264
+ | No log | 9.6818 | 426 | 0.7363 | 0.5215 | 0.7363 | 0.8581 |
265
+ | No log | 9.7273 | 428 | 0.7593 | 0.4299 | 0.7593 | 0.8714 |
266
+ | No log | 9.7727 | 430 | 0.7444 | 0.4748 | 0.7444 | 0.8628 |
267
+ | No log | 9.8182 | 432 | 0.7598 | 0.4371 | 0.7598 | 0.8716 |
268
+ | No log | 9.8636 | 434 | 0.7721 | 0.4540 | 0.7721 | 0.8787 |
269
+ | No log | 9.9091 | 436 | 0.7827 | 0.5361 | 0.7827 | 0.8847 |
270
+ | No log | 9.9545 | 438 | 0.7461 | 0.5739 | 0.7461 | 0.8638 |
271
+ | No log | 10.0 | 440 | 0.7241 | 0.4671 | 0.7241 | 0.8510 |
272
+ | No log | 10.0455 | 442 | 0.7288 | 0.4570 | 0.7288 | 0.8537 |
273
+ | No log | 10.0909 | 444 | 0.7203 | 0.6144 | 0.7203 | 0.8487 |
274
+ | No log | 10.1364 | 446 | 0.7384 | 0.5957 | 0.7384 | 0.8593 |
275
+ | No log | 10.1818 | 448 | 0.7696 | 0.5112 | 0.7696 | 0.8772 |
276
+ | No log | 10.2273 | 450 | 0.8120 | 0.4645 | 0.8120 | 0.9011 |
277
+ | No log | 10.2727 | 452 | 0.8532 | 0.4237 | 0.8532 | 0.9237 |
278
+ | No log | 10.3182 | 454 | 0.8775 | 0.4237 | 0.8775 | 0.9367 |
279
+ | No log | 10.3636 | 456 | 0.8669 | 0.4051 | 0.8669 | 0.9311 |
280
+ | No log | 10.4091 | 458 | 0.8116 | 0.4157 | 0.8116 | 0.9009 |
281
+ | No log | 10.4545 | 460 | 0.7533 | 0.5429 | 0.7533 | 0.8680 |
282
+ | No log | 10.5 | 462 | 0.7368 | 0.4993 | 0.7368 | 0.8584 |
283
+ | No log | 10.5455 | 464 | 0.7597 | 0.4465 | 0.7597 | 0.8716 |
284
+ | No log | 10.5909 | 466 | 0.7394 | 0.5236 | 0.7394 | 0.8599 |
285
+ | No log | 10.6364 | 468 | 0.7274 | 0.5966 | 0.7274 | 0.8529 |
286
+ | No log | 10.6818 | 470 | 0.7349 | 0.5940 | 0.7349 | 0.8573 |
287
+ | No log | 10.7273 | 472 | 0.7299 | 0.5871 | 0.7299 | 0.8544 |
288
+ | No log | 10.7727 | 474 | 0.7408 | 0.4772 | 0.7408 | 0.8607 |
289
+ | No log | 10.8182 | 476 | 0.7772 | 0.4741 | 0.7772 | 0.8816 |
290
+ | No log | 10.8636 | 478 | 0.7609 | 0.4841 | 0.7609 | 0.8723 |
291
+ | No log | 10.9091 | 480 | 0.7166 | 0.5357 | 0.7166 | 0.8465 |
292
+ | No log | 10.9545 | 482 | 0.7159 | 0.5898 | 0.7159 | 0.8461 |
293
+ | No log | 11.0 | 484 | 0.7309 | 0.6039 | 0.7309 | 0.8549 |
294
+ | No log | 11.0455 | 486 | 0.7318 | 0.5485 | 0.7318 | 0.8555 |
295
+ | No log | 11.0909 | 488 | 0.7304 | 0.4923 | 0.7304 | 0.8546 |
296
+ | No log | 11.1364 | 490 | 0.7384 | 0.4444 | 0.7384 | 0.8593 |
297
+ | No log | 11.1818 | 492 | 0.7386 | 0.5027 | 0.7386 | 0.8594 |
298
+ | No log | 11.2273 | 494 | 0.7435 | 0.5131 | 0.7435 | 0.8623 |
299
+ | No log | 11.2727 | 496 | 0.7616 | 0.5335 | 0.7616 | 0.8727 |
300
+ | No log | 11.3182 | 498 | 0.7493 | 0.5027 | 0.7493 | 0.8656 |
301
+ | 0.3122 | 11.3636 | 500 | 0.7342 | 0.5561 | 0.7342 | 0.8568 |
302
+ | 0.3122 | 11.4091 | 502 | 0.7392 | 0.6196 | 0.7392 | 0.8598 |
303
+ | 0.3122 | 11.4545 | 504 | 0.7476 | 0.6068 | 0.7476 | 0.8647 |
304
+ | 0.3122 | 11.5 | 506 | 0.7452 | 0.5532 | 0.7452 | 0.8633 |
305
+ | 0.3122 | 11.5455 | 508 | 0.7746 | 0.5125 | 0.7746 | 0.8801 |
306
+ | 0.3122 | 11.5909 | 510 | 0.8041 | 0.4175 | 0.8041 | 0.8967 |
307
+ | 0.3122 | 11.6364 | 512 | 0.8144 | 0.4383 | 0.8144 | 0.9025 |
308
+ | 0.3122 | 11.6818 | 514 | 0.7857 | 0.5360 | 0.7857 | 0.8864 |
309
 
310
 
311
  ### Framework versions
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