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MayBashendy/Arabic_FineTuningAraBERT_AugV0_k15_task2_organization_fold1
Arabic_FineTuningAraBERT_AugV0_k15_task2_organization_fold1 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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From the Hugging Face model README
This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:
More information needed
More information needed
More information needed
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.0267 | 2 | 5.6194 | -0.0229 | 5.6194 | 2.3705 |
| No log | 0.0533 | 4 | 3.6061 | -0.0189 | 3.6061 | 1.8990 |
| No log | 0.08 | 6 | 2.2998 | 0.0315 | 2.2998 | 1.5165 |
| No log | 0.1067 | 8 | 1.0892 | 0.0 | 1.0892 | 1.0437 |
| No log | 0.1333 | 10 | 0.7636 | 0.2609 | 0.7636 | 0.8739 |
| No log | 0.16 | 12 | 1.3641 | 0.2162 | 1.3641 | 1.1679 |
| No log | 0.1867 | 14 | 0.7724 | 0.2025 | 0.7724 | 0.8789 |
| No log | 0.2133 | 16 | 0.5918 | 0.0 | 0.5918 | 0.7693 |
| No log | 0.24 | 18 | 0.5582 | 0.1176 | 0.5582 | 0.7471 |
| No log | 0.2667 | 20 | 0.6403 | 0.2105 | 0.6403 | 0.8002 |
| No log | 0.2933 | 22 | 0.8533 | 0.3143 | 0.8533 | 0.9237 |
| No log | 0.32 | 24 | 0.6121 | 0.2105 | 0.6121 | 0.7823 |
| No log | 0.3467 | 26 | 0.5959 | 0.0870 | 0.5959 | 0.7720 |
| No log | 0.3733 | 28 | 0.6483 | 0.0870 | 0.6483 | 0.8052 |
| No log | 0.4 | 30 | 0.6369 | 0.0870 | 0.6369 | 0.7980 |
| No log | 0.4267 | 32 | 0.5842 | 0.0 | 0.5842 | 0.7643 |
| No log | 0.4533 | 34 | 0.5408 | 0.3077 | 0.5408 | 0.7354 |
| No log | 0.48 | 36 | 0.5367 | 0.3077 | 0.5367 | 0.7326 |
| No log | 0.5067 | 38 | 0.5227 | 0.3077 | 0.5227 | 0.7230 |
| No log | 0.5333 | 40 | 0.5097 | 0.2642 | 0.5097 | 0.7139 |
| No log | 0.56 | 42 | 0.5320 | 0.0 | 0.5320 | 0.7294 |
| No log | 0.5867 | 44 | 0.5642 | 0.1702 | 0.5642 | 0.7511 |
| No log | 0.6133 | 46 | 0.4735 | 0.1176 | 0.4735 | 0.6881 |
| No log | 0.64 | 48 | 0.5826 | 0.4407 | 0.5826 | 0.7633 |
| No log | 0.6667 | 50 | 0.7852 | 0.2963 | 0.7852 | 0.8861 |
| No log | 0.6933 | 52 | 0.6204 | 0.4545 | 0.6204 | 0.7876 |
| No log | 0.72 | 54 | 0.5068 | 0.3810 | 0.5068 | 0.7119 |
| No log | 0.7467 | 56 | 0.5121 | 0.4407 | 0.5121 | 0.7156 |
| No log | 0.7733 | 58 | 0.5958 | 0.4 | 0.5958 | 0.7719 |
| No log | 0.8 | 60 | 0.9079 | 0.2683 | 0.9079 | 0.9528 |
| No log | 0.8267 | 62 | 0.8455 | 0.24 | 0.8455 | 0.9195 |
| No log | 0.8533 | 64 | 0.6107 | 0.4 | 0.6107 | 0.7814 |
| No log | 0.88 | 66 | 0.4999 | 0.2909 | 0.4999 | 0.7070 |
| No log | 0.9067 | 68 | 0.4939 | 0.2353 | 0.4939 | 0.7028 |
| No log | 0.9333 | 70 | 0.4781 | 0.3793 | 0.4781 | 0.6915 |
| No log | 0.96 | 72 | 0.5236 | 0.5161 | 0.5236 | 0.7236 |
| No log | 0.9867 | 74 | 1.0540 | 0.2909 | 1.0540 | 1.0267 |
| No log | 1.0133 | 76 | 1.3153 | 0.3040 | 1.3153 | 1.1468 |
| No log | 1.04 | 78 | 0.8986 | 0.2737 | 0.8986 | 0.9479 |
| No log | 1.0667 | 80 | 0.5076 | 0.4194 | 0.5076 | 0.7125 |
| No log | 1.0933 | 82 | 0.4585 | 0.2222 | 0.4585 | 0.6771 |
| No log | 1.12 | 84 | 0.4684 | 0.2222 | 0.4684 | 0.6844 |
| No log | 1.1467 | 86 | 0.4792 | 0.1509 | 0.4792 | 0.6922 |
| No log | 1.1733 | 88 | 0.5039 | 0.2222 | 0.5039 | 0.7098 |
| No log | 1.2 | 90 | 0.5048 | 0.2373 | 0.5048 | 0.7105 |
| No log | 1.2267 | 92 | 0.4858 | 0.2373 | 0.4858 | 0.6970 |
| No log | 1.2533 | 94 | 0.4555 | 0.1818 | 0.4555 | 0.6749 |
| No log | 1.28 | 96 | 0.5317 | 0.0870 | 0.5317 | 0.7292 |
| No log | 1.3067 | 98 | 0.6038 | 0.0870 | 0.6038 | 0.7770 |
| No log | 1.3333 | 100 | 0.5746 | 0.0870 | 0.5746 | 0.7580 |
| No log | 1.3600 | 102 | 0.4794 | 0.1702 | 0.4794 | 0.6924 |
| No log | 1.3867 | 104 | 0.4478 | 0.1600 | 0.4478 | 0.6692 |
| No log | 1.4133 | 106 | 0.4318 | 0.4 | 0.4318 | 0.6571 |
| No log | 1.44 | 108 | 0.4378 | 0.3571 | 0.4378 | 0.6617 |
| No log | 1.4667 | 110 | 0.4612 | 0.3793 | 0.4612 | 0.6791 |
| No log | 1.4933 | 112 | 0.4514 | 0.5161 | 0.4514 | 0.6719 |
| No log | 1.52 | 114 | 0.4529 | 0.4000 | 0.4529 | 0.6730 |
| No log | 1.5467 | 116 | 0.5139 | 0.3846 | 0.5139 | 0.7169 |
| No log | 1.5733 | 118 | 0.5187 | 0.3846 | 0.5187 | 0.7202 |
| No log | 1.6 | 120 | 0.4867 | 0.4348 | 0.4867 | 0.6976 |
| No log | 1.6267 | 122 | 0.5229 | 0.5135 | 0.5229 | 0.7231 |
| No log | 1.6533 | 124 | 0.7007 | 0.5301 | 0.7007 | 0.8371 |
| No log | 1.6800 | 126 | 0.7658 | 0.5116 | 0.7658 | 0.8751 |
| No log | 1.7067 | 128 | 0.6808 | 0.5 | 0.6808 | 0.8251 |
| No log | 1.7333 | 130 | 0.6316 | 0.5352 | 0.6316 | 0.7947 |
| No log | 1.76 | 132 | 0.5481 | 0.3855 | 0.5481 | 0.7403 |
| No log | 1.7867 | 134 | 0.5166 | 0.4146 | 0.5166 | 0.7188 |
| No log | 1.8133 | 136 | 0.5322 | 0.3824 | 0.5322 | 0.7295 |
| No log | 1.8400 | 138 | 0.5699 | 0.4923 | 0.5699 | 0.7549 |
| No log | 1.8667 | 140 | 0.6107 | 0.4923 | 0.6107 | 0.7815 |
| No log | 1.8933 | 142 | 0.5386 | 0.3478 | 0.5386 | 0.7339 |
| No log | 1.92 | 144 | 0.5071 | 0.3824 | 0.5071 | 0.7121 |
| No log | 1.9467 | 146 | 0.4917 | 0.4507 | 0.4917 | 0.7012 |
| No log | 1.9733 | 148 | 0.4846 | 0.4507 | 0.4846 | 0.6961 |
| No log | 2.0 | 150 | 0.4778 | 0.4179 | 0.4778 | 0.6912 |
| No log | 2.0267 | 152 | 0.4943 | 0.3824 | 0.4943 | 0.7031 |
| No log | 2.0533 | 154 | 0.4774 | 0.4545 | 0.4774 | 0.6909 |
| No log | 2.08 | 156 | 0.4616 | 0.4857 | 0.4616 | 0.6794 |
| No log | 2.1067 | 158 | 0.4619 | 0.4194 | 0.4619 | 0.6796 |
| No log | 2.1333 | 160 | 0.4635 | 0.4194 | 0.4635 | 0.6808 |
| No log | 2.16 | 162 | 0.4500 | 0.4348 | 0.4500 | 0.6708 |
| No log | 2.1867 | 164 | 0.5209 | 0.3836 | 0.5209 | 0.7218 |
| No log | 2.2133 | 166 | 0.5236 | 0.3824 | 0.5236 | 0.7236 |
| No log | 2.24 | 168 | 0.4954 | 0.4 | 0.4954 | 0.7039 |
| No log | 2.2667 | 170 | 0.4681 | 0.3571 | 0.4681 | 0.6841 |
| No log | 2.2933 | 172 | 0.4904 | 0.3158 | 0.4904 | 0.7003 |
| No log | 2.32 | 174 | 0.5363 | 0.4 | 0.5363 | 0.7323 |
| No log | 2.3467 | 176 | 0.5167 | 0.3158 | 0.5167 | 0.7188 |
| No log | 2.3733 | 178 | 0.4929 | 0.4 | 0.4929 | 0.7021 |
| No log | 2.4 | 180 | 0.5394 | 0.4 | 0.5394 | 0.7345 |
| No log | 2.4267 | 182 | 0.5513 | 0.2895 | 0.5513 | 0.7425 |
| No log | 2.4533 | 184 | 0.5114 | 0.3377 | 0.5114 | 0.7151 |
| No log | 2.48 | 186 | 0.4792 | 0.3824 | 0.4792 | 0.6922 |
| No log | 2.5067 | 188 | 0.4715 | 0.3824 | 0.4715 | 0.6867 |
| No log | 2.5333 | 190 | 0.4512 | 0.2373 | 0.4512 | 0.6717 |
| No log | 2.56 | 192 | 0.4618 | 0.3793 | 0.4618 | 0.6796 |
| No log | 2.5867 | 194 | 0.5412 | 0.4 | 0.5412 | 0.7357 |
| No log | 2.6133 | 196 | 0.4985 | 0.3793 | 0.4985 | 0.7060 |
| No log | 2.64 | 198 | 0.4583 | 0.2623 | 0.4583 | 0.6770 |
| No log | 2.6667 | 200 | 0.4606 | 0.3438 | 0.4606 | 0.6786 |
| No log | 2.6933 | 202 | 0.4627 | 0.3438 | 0.4627 | 0.6803 |
| No log | 2.7200 | 204 | 0.4573 | 0.2623 | 0.4573 | 0.6762 |
| No log | 2.7467 | 206 | 0.4804 | 0.4407 | 0.4804 | 0.6931 |
| No log | 2.7733 | 208 | 0.4686 | 0.3793 | 0.4686 | 0.6846 |
| No log | 2.8 | 210 | 0.4585 | 0.3793 | 0.4585 | 0.6771 |
| No log | 2.8267 | 212 | 0.4435 | 0.2500 | 0.4435 | 0.6659 |
| No log | 2.8533 | 214 | 0.4563 | 0.2500 | 0.4563 | 0.6755 |
| No log | 2.88 | 216 | 0.4653 | 0.5588 | 0.4653 | 0.6822 |
| No log | 2.9067 | 218 | 0.5672 | 0.5135 | 0.5672 | 0.7531 |
| No log | 2.9333 | 220 | 0.6178 | 0.4878 | 0.6178 | 0.7860 |
| No log | 2.96 | 222 | 0.7142 | 0.4444 | 0.7142 | 0.8451 |
| No log | 2.9867 | 224 | 0.6312 | 0.4 | 0.6312 | 0.7945 |
| No log | 3.0133 | 226 | 0.5763 | 0.4 | 0.5763 | 0.7591 |
| No log | 3.04 | 228 | 0.4618 | 0.3793 | 0.4618 | 0.6796 |
| No log | 3.0667 | 230 | 0.4451 | 0.4348 | 0.4451 | 0.6672 |
| No log | 3.0933 | 232 | 0.4592 | 0.3836 | 0.4592 | 0.6777 |
| No log | 3.12 | 234 | 0.4491 | 0.5352 | 0.4491 | 0.6702 |
| No log | 3.1467 | 236 | 0.4484 | 0.4857 | 0.4484 | 0.6696 |
| No log | 3.1733 | 238 | 0.4513 | 0.4194 | 0.4513 | 0.6718 |
| No log | 3.2 | 240 | 0.4603 | 0.3793 | 0.4603 | 0.6785 |
| No log | 3.2267 | 242 | 0.4609 | 0.5352 | 0.4609 | 0.6789 |
| No log | 3.2533 | 244 | 0.4685 | 0.4324 | 0.4685 | 0.6845 |
| No log | 3.2800 | 246 | 0.4944 | 0.2895 | 0.4944 | 0.7031 |
| No log | 3.3067 | 248 | 0.4891 | 0.3377 | 0.4891 | 0.6994 |
| No log | 3.3333 | 250 | 0.4979 | 0.3377 | 0.4979 | 0.7056 |
| No log | 3.36 | 252 | 0.5453 | 0.4 | 0.5453 | 0.7384 |
| No log | 3.3867 | 254 | 0.5223 | 0.3377 | 0.5223 | 0.7227 |
| No log | 3.4133 | 256 | 0.4854 | 0.3846 | 0.4854 | 0.6967 |
| No log | 3.44 | 258 | 0.4897 | 0.4 | 0.4897 | 0.6998 |
| No log | 3.4667 | 260 | 0.5282 | 0.2373 | 0.5282 | 0.7268 |
| No log | 3.4933 | 262 | 0.5350 | 0.2373 | 0.5350 | 0.7314 |
| No log | 3.52 | 264 | 0.5205 | 0.2857 | 0.5205 | 0.7215 |
| No log | 3.5467 | 266 | 0.5270 | 0.2857 | 0.5270 | 0.7260 |
| No log | 3.5733 | 268 | 0.5134 | 0.2258 | 0.5134 | 0.7165 |
| No log | 3.6 | 270 | 0.4916 | 0.3390 | 0.4916 | 0.7011 |
| No log | 3.6267 | 272 | 0.4985 | 0.3810 | 0.4985 | 0.7061 |
| No log | 3.6533 | 274 | 0.4917 | 0.3333 | 0.4917 | 0.7012 |
| No log | 3.68 | 276 | 0.5166 | 0.2759 | 0.5166 | 0.7188 |
| No log | 3.7067 | 278 | 0.5319 | 0.4 | 0.5319 | 0.7293 |
| No log | 3.7333 | 280 | 0.4977 | 0.2759 | 0.4977 | 0.7055 |
| No log | 3.76 | 282 | 0.4707 | 0.3438 | 0.4707 | 0.6860 |
| No log | 3.7867 | 284 | 0.4986 | 0.4 | 0.4986 | 0.7061 |
| No log | 3.8133 | 286 | 0.5112 | 0.3836 | 0.5112 | 0.7150 |
| No log | 3.84 | 288 | 0.4885 | 0.4474 | 0.4885 | 0.6989 |
| No log | 3.8667 | 290 | 0.5052 | 0.3333 | 0.5052 | 0.7108 |
| No log | 3.8933 | 292 | 0.5780 | 0.4000 | 0.5780 | 0.7603 |
| No log | 3.92 | 294 | 0.7624 | 0.4179 | 0.7624 | 0.8732 |
| No log | 3.9467 | 296 | 0.7936 | 0.4179 | 0.7936 | 0.8909 |
| No log | 3.9733 | 298 | 0.6421 | 0.4 | 0.6421 | 0.8013 |
| No log | 4.0 | 300 | 0.5109 | 0.4324 | 0.5109 | 0.7148 |
| No log | 4.0267 | 302 | 0.4970 | 0.3200 | 0.4970 | 0.7050 |
| No log | 4.0533 | 304 | 0.4890 | 0.3514 | 0.4890 | 0.6993 |
| No log | 4.08 | 306 | 0.4839 | 0.2941 | 0.4839 | 0.6956 |
| No log | 4.1067 | 308 | 0.4705 | 0.3478 | 0.4705 | 0.6859 |
| No log | 4.1333 | 310 | 0.4569 | 0.4 | 0.4569 | 0.6760 |
| No log | 4.16 | 312 | 0.4591 | 0.3478 | 0.4591 | 0.6776 |
| No log | 4.1867 | 314 | 0.4726 | 0.2727 | 0.4726 | 0.6875 |
| No log | 4.2133 | 316 | 0.4651 | 0.3478 | 0.4651 | 0.6820 |
| No log | 4.24 | 318 | 0.4657 | 0.5352 | 0.4657 | 0.6824 |
| No log | 4.2667 | 320 | 0.4779 | 0.3514 | 0.4779 | 0.6913 |
| No log | 4.2933 | 322 | 0.4884 | 0.3014 | 0.4884 | 0.6988 |
| No log | 4.32 | 324 | 0.4799 | 0.3478 | 0.4799 | 0.6928 |
| No log | 4.3467 | 326 | 0.4829 | 0.5455 | 0.4829 | 0.6949 |
| No log | 4.3733 | 328 | 0.4973 | 0.4211 | 0.4973 | 0.7052 |
| No log | 4.4 | 330 | 0.4912 | 0.2909 | 0.4912 | 0.7009 |
| No log | 4.4267 | 332 | 0.4978 | 0.2857 | 0.4978 | 0.7055 |
| No log | 4.4533 | 334 | 0.5054 | 0.2258 | 0.5054 | 0.7109 |
| No log | 4.48 | 336 | 0.5077 | 0.2258 | 0.5077 | 0.7125 |
| No log | 4.5067 | 338 | 0.5068 | 0.2388 | 0.5068 | 0.7119 |
| No log | 4.5333 | 340 | 0.4948 | 0.2941 | 0.4948 | 0.7034 |
| No log | 4.5600 | 342 | 0.4933 | 0.3478 | 0.4933 | 0.7024 |
| No log | 4.5867 | 344 | 0.5003 | 0.3014 | 0.5003 | 0.7073 |
| No log | 4.6133 | 346 | 0.4953 | 0.3014 | 0.4953 | 0.7038 |
| No log | 4.64 | 348 | 0.4847 | 0.48 | 0.4847 | 0.6962 |
| No log | 4.6667 | 350 | 0.4897 | 0.4194 | 0.4897 | 0.6998 |
| No log | 4.6933 | 352 | 0.5177 | 0.4407 | 0.5177 | 0.7195 |
| No log | 4.72 | 354 | 0.5302 | 0.4 | 0.5302 | 0.7282 |
| No log | 4.7467 | 356 | 0.5101 | 0.4375 | 0.5101 | 0.7142 |
| No log | 4.7733 | 358 | 0.5061 | 0.5217 | 0.5061 | 0.7114 |
| No log | 4.8 | 360 | 0.4921 | 0.5 | 0.4921 | 0.7015 |
| No log | 4.8267 | 362 | 0.5070 | 0.5479 | 0.5070 | 0.7120 |
| No log | 4.8533 | 364 | 0.5302 | 0.4 | 0.5302 | 0.7281 |
| No log | 4.88 | 366 | 0.5595 | 0.4 | 0.5595 | 0.7480 |
| No log | 4.9067 | 368 | 0.5821 | 0.4000 | 0.5821 | 0.7630 |
| No log | 4.9333 | 370 | 0.5482 | 0.4 | 0.5482 | 0.7404 |
| No log | 4.96 | 372 | 0.5109 | 0.4156 | 0.5109 | 0.7148 |
| No log | 4.9867 | 374 | 0.5053 | 0.4304 | 0.5053 | 0.7109 |
| No log | 5.0133 | 376 | 0.5047 | 0.475 | 0.5047 | 0.7104 |
| No log | 5.04 | 378 | 0.5112 | 0.5385 | 0.5112 | 0.7150 |
| No log | 5.0667 | 380 | 0.5489 | 0.4 | 0.5489 | 0.7409 |
| No log | 5.0933 | 382 | 0.5692 | 0.4 | 0.5692 | 0.7545 |
| No log | 5.12 | 384 | 0.5147 | 0.475 | 0.5147 | 0.7174 |
| No log | 5.1467 | 386 | 0.4892 | 0.5500 | 0.4892 | 0.6994 |
| No log | 5.1733 | 388 | 0.4948 | 0.3846 | 0.4948 | 0.7034 |
| No log | 5.2 | 390 | 0.5075 | 0.2895 | 0.5075 | 0.7124 |
| No log | 5.2267 | 392 | 0.4877 | 0.3377 | 0.4877 | 0.6983 |
| No log | 5.2533 | 394 | 0.4612 | 0.5500 | 0.4612 | 0.6791 |
| No log | 5.28 | 396 | 0.4847 | 0.4658 | 0.4847 | 0.6962 |
| No log | 5.3067 | 398 | 0.4921 | 0.3810 | 0.4921 | 0.7015 |
| No log | 5.3333 | 400 | 0.4773 | 0.3810 | 0.4773 | 0.6909 |
| No log | 5.36 | 402 | 0.4532 | 0.5217 | 0.4532 | 0.6732 |
| No log | 5.3867 | 404 | 0.4859 | 0.4 | 0.4859 | 0.6971 |
| No log | 5.4133 | 406 | 0.5144 | 0.3333 | 0.5144 | 0.7172 |
| No log | 5.44 | 408 | 0.4931 | 0.3514 | 0.4931 | 0.7022 |
| No log | 5.4667 | 410 | 0.4757 | 0.48 | 0.4757 | 0.6897 |
| No log | 5.4933 | 412 | 0.5397 | 0.4 | 0.5397 | 0.7347 |
| No log | 5.52 | 414 | 0.5722 | 0.4156 | 0.5722 | 0.7564 |
| No log | 5.5467 | 416 | 0.5333 | 0.4706 | 0.5333 | 0.7303 |
| No log | 5.5733 | 418 | 0.5081 | 0.4615 | 0.5081 | 0.7128 |
| No log | 5.6 | 420 | 0.4847 | 0.4578 | 0.4847 | 0.6962 |
| No log | 5.6267 | 422 | 0.4862 | 0.4615 | 0.4862 | 0.6972 |
| No log | 5.6533 | 424 | 0.4825 | 0.3836 | 0.4825 | 0.6946 |
| No log | 5.68 | 426 | 0.4832 | 0.3793 | 0.4832 | 0.6951 |
| No log | 5.7067 | 428 | 0.5115 | 0.4 | 0.5115 | 0.7152 |
| No log | 5.7333 | 430 | 0.5021 | 0.4 | 0.5021 | 0.7086 |
| No log | 5.76 | 432 | 0.4767 | 0.3793 | 0.4767 | 0.6905 |
| No log | 5.7867 | 434 | 0.4602 | 0.3793 | 0.4602 | 0.6784 |
| No log | 5.8133 | 436 | 0.4568 | 0.2353 | 0.4568 | 0.6759 |
| No log | 5.84 | 438 | 0.4618 | 0.1818 | 0.4618 | 0.6796 |
| No log | 5.8667 | 440 | 0.4739 | 0.2759 | 0.4739 | 0.6884 |
| No log | 5.8933 | 442 | 0.4540 | 0.25 | 0.4540 | 0.6738 |
| No log | 5.92 | 444 | 0.4445 | 0.25 | 0.4445 | 0.6667 |
| No log | 5.9467 | 446 | 0.4471 | 0.4194 | 0.4471 | 0.6687 |
| No log | 5.9733 | 448 | 0.4702 | 0.3793 | 0.4702 | 0.6857 |
| No log | 6.0 | 450 | 0.4593 | 0.3810 | 0.4593 | 0.6777 |
| No log | 6.0267 | 452 | 0.4447 | 0.4 | 0.4447 | 0.6669 |
| No log | 6.0533 | 454 | 0.4541 | 0.3662 | 0.4541 | 0.6739 |
| No log | 6.08 | 456 | 0.4576 | 0.3662 | 0.4576 | 0.6765 |
| No log | 6.1067 | 458 | 0.4608 | 0.3662 | 0.4608 | 0.6788 |
| No log | 6.1333 | 460 | 0.4606 | 0.4857 | 0.4606 | 0.6787 |
| No log | 6.16 | 462 | 0.4609 | 0.4375 | 0.4609 | 0.6789 |
| No log | 6.1867 | 464 | 0.4553 | 0.2000 | 0.4553 | 0.6748 |
| No log | 6.2133 | 466 | 0.4522 | 0.2759 | 0.4522 | 0.6725 |
| No log | 6.24 | 468 | 0.4462 | 0.5 | 0.4462 | 0.6680 |
| No log | 6.2667 | 470 | 0.4407 | 0.4590 | 0.4407 | 0.6638 |
| No log | 6.2933 | 472 | 0.4346 | 0.4590 | 0.4346 | 0.6592 |
| No log | 6.32 | 474 | 0.4297 | 0.4590 | 0.4297 | 0.6555 |
| No log | 6.3467 | 476 | 0.4328 | 0.4194 | 0.4328 | 0.6579 |
| No log | 6.3733 | 478 | 0.4558 | 0.4194 | 0.4558 | 0.6751 |
| No log | 6.4 | 480 | 0.5034 | 0.3438 | 0.5034 | 0.7095 |
| No log | 6.4267 | 482 | 0.5839 | 0.4179 | 0.5839 | 0.7641 |
| No log | 6.4533 | 484 | 0.7026 | 0.4179 | 0.7026 | 0.8382 |
| No log | 6.48 | 486 | 0.7687 | 0.3704 | 0.7687 | 0.8767 |
| No log | 6.5067 | 488 | 0.7387 | 0.4179 | 0.7387 | 0.8595 |
| No log | 6.5333 | 490 | 0.6589 | 0.4167 | 0.6589 | 0.8117 |
| No log | 6.5600 | 492 | 0.5562 | 0.4 | 0.5562 | 0.7458 |
| No log | 6.5867 | 494 | 0.4847 | 0.4 | 0.4847 | 0.6962 |
| No log | 6.6133 | 496 | 0.4890 | 0.4935 | 0.4890 | 0.6993 |
| No log | 6.64 | 498 | 0.5051 | 0.4935 | 0.5051 | 0.7107 |
| 0.2858 | 6.6667 | 500 | 0.5045 | 0.4935 | 0.5045 | 0.7103 |
| 0.2858 | 6.6933 | 502 | 0.4943 | 0.3824 | 0.4943 | 0.7031 |
| 0.2858 | 6.72 | 504 | 0.4989 | 0.3333 | 0.4989 | 0.7063 |
| 0.2858 | 6.7467 | 506 | 0.5337 | 0.4 | 0.5337 | 0.7306 |
| 0.2858 | 6.7733 | 508 | 0.5641 | 0.4000 | 0.5641 | 0.7511 |
| 0.2858 | 6.8 | 510 | 0.5621 | 0.4000 | 0.5621 | 0.7497 |
| 0.2858 | 6.8267 | 512 | 0.5321 | 0.2500 | 0.5321 | 0.7295 |
| 0.2858 | 6.8533 | 514 | 0.5072 | 0.4 | 0.5072 | 0.7122 |
| 0.2858 | 6.88 | 516 | 0.5030 | 0.3544 | 0.5030 | 0.7092 |
| 0.2858 | 6.9067 | 518 | 0.5096 | 0.3544 | 0.5096 | 0.7139 |
| 0.2858 | 6.9333 | 520 | 0.5183 | 0.3544 | 0.5183 | 0.7200 |
| 0.2858 | 6.96 | 522 | 0.5399 | 0.3704 | 0.5399 | 0.7348 |
| 0.2858 | 6.9867 | 524 | 0.5613 | 0.4286 | 0.5613 | 0.7492 |
| 0.2858 | 7.0133 | 526 | 0.5607 | 0.4286 | 0.5607 | 0.7488 |
| 0.2858 | 7.04 | 528 | 0.5414 | 0.3415 | 0.5414 | 0.7358 |
| 0.2858 | 7.0667 | 530 | 0.5241 | 0.3250 | 0.5241 | 0.7239 |
| 0.2858 | 7.0933 | 532 | 0.5216 | 0.3704 | 0.5216 | 0.7222 |
| 0.2858 | 7.12 | 534 | 0.5230 | 0.4286 | 0.5230 | 0.7232 |
| 0.2858 | 7.1467 | 536 | 0.5276 | 0.4304 | 0.5276 | 0.7264 |
| 0.2858 | 7.1733 | 538 | 0.5218 | 0.4304 | 0.5218 | 0.7224 |
| 0.2858 | 7.2 | 540 | 0.5115 | 0.4304 | 0.5115 | 0.7152 |
| 0.2858 | 7.2267 | 542 | 0.4953 | 0.4474 | 0.4953 | 0.7038 |
| 0.2858 | 7.2533 | 544 | 0.4823 | 0.3514 | 0.4823 | 0.6945 |
| 0.2858 | 7.28 | 546 | 0.4847 | 0.3514 | 0.4847 | 0.6962 |
| 0.2858 | 7.3067 | 548 | 0.4904 | 0.2609 | 0.4904 | 0.7003 |
| 0.2858 | 7.3333 | 550 | 0.4925 | 0.2286 | 0.4925 | 0.7018 |
| 0.2858 | 7.36 | 552 | 0.4915 | 0.2609 | 0.4915 | 0.7011 |
| 0.2858 | 7.3867 | 554 | 0.4922 | 0.2286 | 0.4922 | 0.7016 |
| 0.2858 | 7.4133 | 556 | 0.4927 | 0.3514 | 0.4927 | 0.7019 |
| 0.2858 | 7.44 | 558 | 0.4965 | 0.3544 | 0.4965 | 0.7047 |
| 0.2858 | 7.4667 | 560 | 0.5072 | 0.3846 | 0.5072 | 0.7122 |
| 0.2858 | 7.4933 | 562 | 0.5208 | 0.3846 | 0.5208 | 0.7216 |
| 0.2858 | 7.52 | 564 | 0.5316 | 0.3846 | 0.5316 | 0.7291 |
| 0.2858 | 7.5467 | 566 | 0.5329 | 0.3846 | 0.5329 | 0.7300 |
| 0.2858 | 7.5733 | 568 | 0.5287 | 0.3846 | 0.5287 | 0.7271 |
| 0.2858 | 7.6 | 570 | 0.5182 | 0.3250 | 0.5182 | 0.7198 |
| 0.2858 | 7.6267 | 572 | 0.5111 | 0.4444 | 0.5111 | 0.7149 |
| 0.2858 | 7.6533 | 574 | 0.5047 | 0.3250 | 0.5047 | 0.7104 |
| 0.2858 | 7.68 | 576 | 0.5023 | 0.3846 | 0.5023 | 0.7088 |
| 0.2858 | 7.7067 | 578 | 0.5017 | 0.3846 | 0.5017 | 0.7083 |
| 0.2858 | 7.7333 | 580 | 0.4939 | 0.3014 | 0.4939 | 0.7028 |
| 0.2858 | 7.76 | 582 | 0.4910 | 0.2609 | 0.4911 | 0.7007 |
| 0.2858 | 7.7867 | 584 | 0.4878 | 0.2609 | 0.4878 | 0.6984 |
| 0.2858 | 7.8133 | 586 | 0.4863 | 0.2286 | 0.4863 | 0.6974 |
| 0.2858 | 7.84 | 588 | 0.4856 | 0.2286 | 0.4856 | 0.6968 |
| 0.2858 | 7.8667 | 590 | 0.4863 | 0.2609 | 0.4863 | 0.6974 |
| 0.2858 | 7.8933 | 592 | 0.4896 | 0.3544 | 0.4896 | 0.6997 |
| 0.2858 | 7.92 | 594 | 0.4922 | 0.3846 | 0.4922 | 0.7016 |
| 0.2858 | 7.9467 | 596 | 0.4914 | 0.3544 | 0.4914 | 0.7010 |
| 0.2858 | 7.9733 | 598 | 0.4872 | 0.2703 | 0.4872 | 0.6980 |
| 0.2858 | 8.0 | 600 | 0.4857 | 0.2703 | 0.4857 | 0.6969 |
| 0.2858 | 8.0267 | 602 | 0.4843 | 0.2703 | 0.4843 | 0.6959 |
| 0.2858 | 8.0533 | 604 | 0.4838 | 0.2609 | 0.4838 | 0.6955 |
| 0.2858 | 8.08 | 606 | 0.4895 | 0.2286 | 0.4895 | 0.6996 |
| 0.2858 | 8.1067 | 608 | 0.4971 | 0.3607 | 0.4971 | 0.7051 |
| 0.2858 | 8.1333 | 610 | 0.4963 | 0.3636 | 0.4963 | 0.7045 |
| 0.2858 | 8.16 | 612 | 0.4907 | 0.3636 | 0.4907 | 0.7005 |
| 0.2858 | 8.1867 | 614 | 0.4870 | 0.25 | 0.4870 | 0.6978 |
| 0.2858 | 8.2133 | 616 | 0.4834 | 0.2609 | 0.4834 | 0.6953 |
| 0.2858 | 8.24 | 618 | 0.4859 | 0.2703 | 0.4859 | 0.6971 |
| 0.2858 | 8.2667 | 620 | 0.4883 | 0.2703 | 0.4883 | 0.6988 |
| 0.2858 | 8.2933 | 622 | 0.4928 | 0.3544 | 0.4928 | 0.7020 |
| 0.2858 | 8.32 | 624 | 0.4954 | 0.3544 | 0.4954 | 0.7039 |
| 0.2858 | 8.3467 | 626 | 0.4937 | 0.3544 | 0.4937 | 0.7026 |
| 0.2858 | 8.3733 | 628 | 0.4897 | 0.2703 | 0.4897 | 0.6998 |
| 0.2858 | 8.4 | 630 | 0.4887 | 0.2609 | 0.4887 | 0.6991 |
| 0.2858 | 8.4267 | 632 | 0.4876 | 0.2609 | 0.4876 | 0.6983 |
| 0.2858 | 8.4533 | 634 | 0.4855 | 0.2609 | 0.4855 | 0.6968 |
| 0.2858 | 8.48 | 636 | 0.4860 | 0.2609 | 0.4860 | 0.6971 |
| 0.2858 | 8.5067 | 638 | 0.4888 | 0.3662 | 0.4888 | 0.6992 |
| 0.2858 | 8.5333 | 640 | 0.4914 | 0.3662 | 0.4914 | 0.7010 |
| 0.2858 | 8.56 | 642 | 0.4907 | 0.3662 | 0.4907 | 0.7005 |
| 0.2858 | 8.5867 | 644 | 0.4898 | 0.2286 | 0.4898 | 0.6999 |
| 0.2858 | 8.6133 | 646 | 0.4901 | 0.2609 | 0.4901 | 0.7001 |
| 0.2858 | 8.64 | 648 | 0.4912 | 0.2609 | 0.4912 | 0.7009 |
| 0.2858 | 8.6667 | 650 | 0.4942 | 0.2941 | 0.4942 | 0.7030 |
| 0.2858 | 8.6933 | 652 | 0.5031 | 0.3846 | 0.5031 | 0.7093 |
| 0.2858 | 8.72 | 654 | 0.5177 | 0.3377 | 0.5177 | 0.7195 |
| 0.2858 | 8.7467 | 656 | 0.5285 | 0.4474 | 0.5285 | 0.7270 |
| 0.2858 | 8.7733 | 658 | 0.5283 | 0.4474 | 0.5283 | 0.7269 |
| 0.2858 | 8.8 | 660 | 0.5230 | 0.3377 | 0.5230 | 0.7232 |
| 0.2858 | 8.8267 | 662 | 0.5121 | 0.3377 | 0.5121 | 0.7156 |
| 0.2858 | 8.8533 | 664 | 0.5003 | 0.2941 | 0.5003 | 0.7073 |
| 0.2858 | 8.88 | 666 | 0.4965 | 0.25 | 0.4965 | 0.7046 |
| 0.2858 | 8.9067 | 668 | 0.4963 | 0.25 | 0.4963 | 0.7045 |
| 0.2858 | 8.9333 | 670 | 0.5042 | 0.2000 | 0.5042 | 0.7101 |
| 0.2858 | 8.96 | 672 | 0.5136 | 0.4375 | 0.5136 | 0.7166 |
| 0.2858 | 8.9867 | 674 | 0.5210 | 0.4407 | 0.5210 | 0.7218 |
| 0.2858 | 9.0133 | 676 | 0.5220 | 0.4407 | 0.5220 | 0.7225 |
| 0.2858 | 9.04 | 678 | 0.5181 | 0.2759 | 0.5181 | 0.7198 |
| 0.2858 | 9.0667 | 680 | 0.5143 | 0.2857 | 0.5143 | 0.7172 |
| 0.2858 | 9.0933 | 682 | 0.5090 | 0.2727 | 0.5090 | 0.7134 |
| 0.2858 | 9.12 | 684 | 0.5084 | 0.25 | 0.5084 | 0.7130 |
| 0.2858 | 9.1467 | 686 | 0.5098 | 0.25 | 0.5098 | 0.7140 |
| 0.2858 | 9.1733 | 688 | 0.5124 | 0.2727 | 0.5124 | 0.7158 |
| 0.2858 | 9.2 | 690 | 0.5103 | 0.25 | 0.5103 | 0.7143 |
| 0.2858 | 9.2267 | 692 | 0.5085 | 0.25 | 0.5085 | 0.7131 |
| 0.2858 | 9.2533 | 694 | 0.5087 | 0.25 | 0.5087 | 0.7132 |
| 0.2858 | 9.28 | 696 | 0.5098 | 0.25 | 0.5098 | 0.7140 |
| 0.2858 | 9.3067 | 698 | 0.5104 | 0.25 | 0.5104 | 0.7145 |
| 0.2858 | 9.3333 | 700 | 0.5116 | 0.25 | 0.5116 | 0.7152 |
| 0.2858 | 9.36 | 702 | 0.5129 | 0.25 | 0.5129 | 0.7162 |
| 0.2858 | 9.3867 | 704 | 0.5159 | 0.2154 | 0.5159 | 0.7182 |
| 0.2858 | 9.4133 | 706 | 0.5169 | 0.2154 | 0.5169 | 0.7189 |
| 0.2858 | 9.44 | 708 | 0.5194 | 0.2727 | 0.5194 | 0.7207 |
| 0.2858 | 9.4667 | 710 | 0.5201 | 0.2727 | 0.5201 | 0.7212 |
| 0.2858 | 9.4933 | 712 | 0.5194 | 0.2727 | 0.5194 | 0.7207 |
| 0.2858 | 9.52 | 714 | 0.5171 | 0.2727 | 0.5171 | 0.7191 |
| 0.2858 | 9.5467 | 716 | 0.5158 | 0.2727 | 0.5158 | 0.7182 |
| 0.2858 | 9.5733 | 718 | 0.5144 | 0.2727 | 0.5144 | 0.7172 |
| 0.2858 | 9.6 | 720 | 0.5145 | 0.2727 | 0.5145 | 0.7173 |
| 0.2858 | 9.6267 | 722 | 0.5146 | 0.2388 | 0.5146 | 0.7173 |
| 0.2858 | 9.6533 | 724 | 0.5135 | 0.2727 | 0.5135 | 0.7166 |
| 0.2858 | 9.68 | 726 | 0.5117 | 0.2727 | 0.5117 | 0.7154 |
| 0.2858 | 9.7067 | 728 | 0.5106 | 0.2727 | 0.5106 | 0.7145 |
| 0.2858 | 9.7333 | 730 | 0.5099 | 0.2154 | 0.5099 | 0.7141 |
| 0.2858 | 9.76 | 732 | 0.5095 | 0.2154 | 0.5095 | 0.7138 |
| 0.2858 | 9.7867 | 734 | 0.5096 | 0.2727 | 0.5096 | 0.7139 |
| 0.2858 | 9.8133 | 736 | 0.5095 | 0.2727 | 0.5095 | 0.7138 |
| 0.2858 | 9.84 | 738 | 0.5094 | 0.2727 | 0.5094 | 0.7137 |
| 0.2858 | 9.8667 | 740 | 0.5085 | 0.2154 | 0.5085 | 0.7131 |
| 0.2858 | 9.8933 | 742 | 0.5078 | 0.2154 | 0.5078 | 0.7126 |
| 0.2858 | 9.92 | 744 | 0.5074 | 0.2154 | 0.5074 | 0.7123 |
| 0.2858 | 9.9467 | 746 | 0.5071 | 0.2154 | 0.5071 | 0.7121 |
| 0.2858 | 9.9733 | 748 | 0.5070 | 0.2154 | 0.5070 | 0.7121 |
| 0.2858 | 10.0 | 750 | 0.5070 | 0.2154 | 0.5070 | 0.7121 |