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library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask6_holistic
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask6_holistic
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 12.9203
- Qwk: 0.6648
- Mse: 12.9203
- Rmse: 3.5945
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100
### Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|:-------------:|:------:|:----:|:---------------:|:-------:|:--------:|:-------:|
| No log | 0.0194 | 2 | 327.2292 | -0.0033 | 327.2292 | 18.0895 |
| No log | 0.0388 | 4 | 306.4792 | 0.0046 | 306.4792 | 17.5065 |
| No log | 0.0583 | 6 | 286.6317 | 0.0003 | 286.6316 | 16.9302 |
| No log | 0.0777 | 8 | 270.1330 | 0.0063 | 270.1330 | 16.4357 |
| No log | 0.0971 | 10 | 253.4672 | 0.0030 | 253.4671 | 15.9207 |
| No log | 0.1165 | 12 | 239.6158 | 0.0073 | 239.6158 | 15.4795 |
| No log | 0.1359 | 14 | 226.8476 | 0.0055 | 226.8476 | 15.0615 |
| No log | 0.1553 | 16 | 221.7858 | 0.0079 | 221.7858 | 14.8925 |
| No log | 0.1748 | 18 | 216.9052 | 0.0059 | 216.9052 | 14.7277 |
| No log | 0.1942 | 20 | 198.5454 | 0.0031 | 198.5453 | 14.0906 |
| No log | 0.2136 | 22 | 190.6161 | 0.0064 | 190.6161 | 13.8064 |
| No log | 0.2330 | 24 | 189.0404 | 0.0053 | 189.0404 | 13.7492 |
| No log | 0.2524 | 26 | 180.4635 | 0.0067 | 180.4635 | 13.4337 |
| No log | 0.2718 | 28 | 170.8616 | 0.0010 | 170.8616 | 13.0714 |
| No log | 0.2913 | 30 | 166.9461 | 0.0043 | 166.9461 | 12.9208 |
| No log | 0.3107 | 32 | 162.7840 | 0.0091 | 162.7840 | 12.7587 |
| No log | 0.3301 | 34 | 157.1898 | 0.0070 | 157.1898 | 12.5375 |
| No log | 0.3495 | 36 | 151.7722 | 0.0033 | 151.7722 | 12.3196 |
| No log | 0.3689 | 38 | 148.4653 | 0.0007 | 148.4653 | 12.1846 |
| No log | 0.3883 | 40 | 145.7149 | 0.0007 | 145.7149 | 12.0712 |
| No log | 0.4078 | 42 | 140.2490 | 0.0139 | 140.2490 | 11.8427 |
| No log | 0.4272 | 44 | 137.3351 | 0.0066 | 137.3351 | 11.7190 |
| No log | 0.4466 | 46 | 141.2309 | 0.0049 | 141.2309 | 11.8841 |
| No log | 0.4660 | 48 | 132.4924 | 0.0014 | 132.4924 | 11.5105 |
| No log | 0.4854 | 50 | 130.6694 | 0.0 | 130.6694 | 11.4311 |
| No log | 0.5049 | 52 | 126.8415 | 0.0 | 126.8415 | 11.2624 |
| No log | 0.5243 | 54 | 130.9351 | 0.0008 | 130.9351 | 11.4427 |
| No log | 0.5437 | 56 | 123.2941 | 0.0 | 123.2941 | 11.1038 |
| No log | 0.5631 | 58 | 120.7524 | 0.0135 | 120.7524 | 10.9887 |
| No log | 0.5825 | 60 | 117.9806 | 0.0059 | 117.9806 | 10.8619 |
| No log | 0.6019 | 62 | 119.3001 | 0.0031 | 119.3001 | 10.9225 |
| No log | 0.6214 | 64 | 114.6690 | 0.0016 | 114.6690 | 10.7084 |
| No log | 0.6408 | 66 | 112.9103 | 0.0 | 112.9103 | 10.6259 |
| No log | 0.6602 | 68 | 111.5880 | 0.0 | 111.5880 | 10.5635 |
| No log | 0.6796 | 70 | 110.4093 | 0.0 | 110.4093 | 10.5076 |
| No log | 0.6990 | 72 | 108.5108 | 0.0 | 108.5108 | 10.4169 |
| No log | 0.7184 | 74 | 106.7997 | 0.0 | 106.7997 | 10.3344 |
| No log | 0.7379 | 76 | 104.7357 | 0.0 | 104.7357 | 10.2340 |
| No log | 0.7573 | 78 | 103.3097 | 0.0016 | 103.3097 | 10.1641 |
| No log | 0.7767 | 80 | 101.3222 | 0.0155 | 101.3222 | 10.0659 |
| No log | 0.7961 | 82 | 98.7514 | 0.0031 | 98.7514 | 9.9374 |
| No log | 0.8155 | 84 | 96.7001 | 0.0011 | 96.7001 | 9.8336 |
| No log | 0.8350 | 86 | 96.0572 | 0.0011 | 96.0571 | 9.8009 |
| No log | 0.8544 | 88 | 94.1164 | 0.0 | 94.1164 | 9.7014 |
| No log | 0.8738 | 90 | 91.1038 | 0.0 | 91.1038 | 9.5448 |
| No log | 0.8932 | 92 | 90.0978 | 0.0 | 90.0979 | 9.4920 |
| No log | 0.9126 | 94 | 89.4362 | 0.0 | 89.4362 | 9.4571 |
| No log | 0.9320 | 96 | 87.8962 | 0.0 | 87.8962 | 9.3753 |
| No log | 0.9515 | 98 | 86.6620 | -0.0003 | 86.6620 | 9.3092 |
| No log | 0.9709 | 100 | 84.5552 | 0.0141 | 84.5552 | 9.1954 |
| No log | 0.9903 | 102 | 84.7107 | 0.0073 | 84.7106 | 9.2038 |
| No log | 1.0097 | 104 | 83.1180 | 0.0037 | 83.1180 | 9.1169 |
| No log | 1.0291 | 106 | 80.7959 | 0.0 | 80.7959 | 8.9887 |
| No log | 1.0485 | 108 | 79.5059 | 0.0 | 79.5059 | 8.9166 |
| No log | 1.0680 | 110 | 78.6432 | 0.0 | 78.6432 | 8.8681 |
| No log | 1.0874 | 112 | 78.7253 | 0.0 | 78.7253 | 8.8727 |
| No log | 1.1068 | 114 | 76.6173 | 0.0 | 76.6173 | 8.7531 |
| No log | 1.1262 | 116 | 75.7406 | 0.0 | 75.7406 | 8.7029 |
| No log | 1.1456 | 118 | 74.7327 | 0.0 | 74.7327 | 8.6448 |
| No log | 1.1650 | 120 | 74.7362 | 0.0 | 74.7362 | 8.6450 |
| No log | 1.1845 | 122 | 73.7234 | 0.0 | 73.7234 | 8.5862 |
| No log | 1.2039 | 124 | 72.2598 | 0.0 | 72.2598 | 8.5006 |
| No log | 1.2233 | 126 | 71.7205 | 0.0 | 71.7205 | 8.4688 |
| No log | 1.2427 | 128 | 70.6897 | 0.0188 | 70.6897 | 8.4077 |
| No log | 1.2621 | 130 | 70.2728 | 0.0045 | 70.2728 | 8.3829 |
| No log | 1.2816 | 132 | 68.9914 | 0.0029 | 68.9914 | 8.3061 |
| No log | 1.3010 | 134 | 68.0342 | 0.0029 | 68.0342 | 8.2483 |
| No log | 1.3204 | 136 | 67.2405 | 0.0 | 67.2405 | 8.2000 |
| No log | 1.3398 | 138 | 66.4748 | 0.0 | 66.4748 | 8.1532 |
| No log | 1.3592 | 140 | 65.7117 | 0.0 | 65.7117 | 8.1063 |
| No log | 1.3786 | 142 | 65.2171 | 0.0 | 65.2171 | 8.0757 |
| No log | 1.3981 | 144 | 64.6083 | 0.0 | 64.6083 | 8.0379 |
| No log | 1.4175 | 146 | 64.6343 | 0.0 | 64.6343 | 8.0395 |
| No log | 1.4369 | 148 | 63.8970 | 0.0 | 63.8970 | 7.9936 |
| No log | 1.4563 | 150 | 63.5409 | 0.0017 | 63.5409 | 7.9713 |
| No log | 1.4757 | 152 | 62.7078 | 0.0017 | 62.7078 | 7.9188 |
| No log | 1.4951 | 154 | 62.1076 | 0.0 | 62.1076 | 7.8808 |
| No log | 1.5146 | 156 | 61.6365 | 0.0 | 61.6365 | 7.8509 |
| No log | 1.5340 | 158 | 60.8439 | 0.0 | 60.8439 | 7.8003 |
| No log | 1.5534 | 160 | 60.2769 | 0.0 | 60.2769 | 7.7638 |
| No log | 1.5728 | 162 | 60.1153 | 0.0 | 60.1153 | 7.7534 |
| No log | 1.5922 | 164 | 59.2733 | 0.0 | 59.2733 | 7.6989 |
| No log | 1.6117 | 166 | 59.1546 | 0.0 | 59.1546 | 7.6912 |
| No log | 1.6311 | 168 | 58.4953 | 0.0353 | 58.4953 | 7.6482 |
| No log | 1.6505 | 170 | 57.8727 | 0.0340 | 57.8727 | 7.6074 |
| No log | 1.6699 | 172 | 57.4001 | 0.0258 | 57.4001 | 7.5763 |
| No log | 1.6893 | 174 | 56.9882 | 0.0243 | 56.9882 | 7.5491 |
| No log | 1.7087 | 176 | 56.5447 | 0.0206 | 56.5447 | 7.5196 |
| No log | 1.7282 | 178 | 56.0484 | 0.0142 | 56.0484 | 7.4865 |
| No log | 1.7476 | 180 | 55.8341 | 0.0082 | 55.8341 | 7.4722 |
| No log | 1.7670 | 182 | 55.0699 | 0.0054 | 55.0699 | 7.4209 |
| No log | 1.7864 | 184 | 54.6157 | 0.0075 | 54.6157 | 7.3902 |
| No log | 1.8058 | 186 | 54.1708 | 0.0054 | 54.1709 | 7.3601 |
| No log | 1.8252 | 188 | 53.6986 | 0.0054 | 53.6986 | 7.3279 |
| No log | 1.8447 | 190 | 53.2380 | 0.0103 | 53.2380 | 7.2964 |
| No log | 1.8641 | 192 | 52.7989 | 0.0142 | 52.7989 | 7.2663 |
| No log | 1.8835 | 194 | 52.1786 | 0.0142 | 52.1786 | 7.2235 |
| No log | 1.9029 | 196 | 51.5647 | 0.0075 | 51.5647 | 7.1809 |
| No log | 1.9223 | 198 | 51.0740 | 0.0054 | 51.0740 | 7.1466 |
| No log | 1.9417 | 200 | 50.5720 | 0.0054 | 50.5720 | 7.1114 |
| No log | 1.9612 | 202 | 50.3788 | 0.0142 | 50.3788 | 7.0978 |
| No log | 1.9806 | 204 | 50.0254 | 0.0177 | 50.0254 | 7.0729 |
| No log | 2.0 | 206 | 49.9480 | 0.0212 | 49.9480 | 7.0674 |
| No log | 2.0194 | 208 | 49.2404 | 0.0191 | 49.2404 | 7.0171 |
| No log | 2.0388 | 210 | 48.4007 | 0.0177 | 48.4007 | 6.9571 |
| No log | 2.0583 | 212 | 47.7921 | 0.0177 | 47.7921 | 6.9132 |
| No log | 2.0777 | 214 | 47.3911 | 0.0561 | 47.3911 | 6.8841 |
| No log | 2.0971 | 216 | 46.9636 | 0.0504 | 46.9636 | 6.8530 |
| No log | 2.1165 | 218 | 46.4379 | 0.0526 | 46.4379 | 6.8145 |
| No log | 2.1359 | 220 | 45.9891 | 0.0573 | 45.9891 | 6.7815 |
| No log | 2.1553 | 222 | 45.5923 | 0.0763 | 45.5923 | 6.7522 |
| No log | 2.1748 | 224 | 45.1420 | 0.1019 | 45.1420 | 6.7188 |
| No log | 2.1942 | 226 | 44.1697 | 0.1138 | 44.1697 | 6.6460 |
| No log | 2.2136 | 228 | 43.7751 | 0.1356 | 43.7751 | 6.6163 |
| No log | 2.2330 | 230 | 43.4415 | 0.1240 | 43.4415 | 6.5910 |
| No log | 2.2524 | 232 | 42.8393 | 0.1626 | 42.8393 | 6.5452 |
| No log | 2.2718 | 234 | 43.2383 | 0.1843 | 43.2383 | 6.5756 |
| No log | 2.2913 | 236 | 42.8199 | 0.1704 | 42.8199 | 6.5437 |
| No log | 2.3107 | 238 | 42.4894 | 0.1700 | 42.4894 | 6.5184 |
| No log | 2.3301 | 240 | 41.8548 | 0.1060 | 41.8548 | 6.4695 |
| No log | 2.3495 | 242 | 41.7121 | 0.0844 | 41.7121 | 6.4585 |
| No log | 2.3689 | 244 | 40.7385 | 0.0985 | 40.7385 | 6.3827 |
| No log | 2.3883 | 246 | 41.3978 | 0.1524 | 41.3978 | 6.4341 |
| No log | 2.4078 | 248 | 45.0076 | 0.2135 | 45.0076 | 6.7088 |
| No log | 2.4272 | 250 | 39.9097 | 0.1760 | 39.9097 | 6.3174 |
| No log | 2.4466 | 252 | 40.1726 | 0.1199 | 40.1726 | 6.3382 |
| No log | 2.4660 | 254 | 41.5099 | 0.0896 | 41.5099 | 6.4428 |
| No log | 2.4854 | 256 | 39.4086 | 0.0976 | 39.4086 | 6.2776 |
| No log | 2.5049 | 258 | 38.9364 | 0.1397 | 38.9364 | 6.2399 |
| No log | 2.5243 | 260 | 38.5914 | 0.1870 | 38.5914 | 6.2122 |
| No log | 2.5437 | 262 | 38.3100 | 0.2092 | 38.3100 | 6.1895 |
| No log | 2.5631 | 264 | 37.9695 | 0.1781 | 37.9695 | 6.1619 |
| No log | 2.5825 | 266 | 39.1647 | 0.2705 | 39.1647 | 6.2582 |
| No log | 2.6019 | 268 | 39.3351 | 0.2878 | 39.3351 | 6.2718 |
| No log | 2.6214 | 270 | 37.4101 | 0.2588 | 37.4101 | 6.1164 |
| No log | 2.6408 | 272 | 36.7420 | 0.1853 | 36.7420 | 6.0615 |
| No log | 2.6602 | 274 | 36.1579 | 0.1954 | 36.1579 | 6.0131 |
| No log | 2.6796 | 276 | 36.2361 | 0.2276 | 36.2361 | 6.0196 |
| No log | 2.6990 | 278 | 37.0457 | 0.2609 | 37.0457 | 6.0865 |
| No log | 2.7184 | 280 | 35.3711 | 0.2273 | 35.3711 | 5.9474 |
| No log | 2.7379 | 282 | 35.0045 | 0.2084 | 35.0045 | 5.9165 |
| No log | 2.7573 | 284 | 34.7912 | 0.2133 | 34.7912 | 5.8984 |
| No log | 2.7767 | 286 | 34.6972 | 0.2495 | 34.6972 | 5.8904 |
| No log | 2.7961 | 288 | 35.2927 | 0.2812 | 35.2927 | 5.9408 |
| No log | 2.8155 | 290 | 34.8315 | 0.2727 | 34.8315 | 5.9018 |
| No log | 2.8350 | 292 | 33.8113 | 0.2088 | 33.8113 | 5.8148 |
| No log | 2.8544 | 294 | 34.8137 | 0.1090 | 34.8137 | 5.9003 |
| No log | 2.8738 | 296 | 34.9943 | 0.0780 | 34.9943 | 5.9156 |
| No log | 2.8932 | 298 | 34.3863 | 0.0816 | 34.3863 | 5.8640 |
| No log | 2.9126 | 300 | 34.0901 | 0.0816 | 34.0901 | 5.8387 |
| No log | 2.9320 | 302 | 33.5884 | 0.1092 | 33.5884 | 5.7955 |
| No log | 2.9515 | 304 | 33.1968 | 0.1666 | 33.1968 | 5.7617 |
| No log | 2.9709 | 306 | 33.4518 | 0.2118 | 33.4518 | 5.7838 |
| No log | 2.9903 | 308 | 34.2593 | 0.2462 | 34.2593 | 5.8531 |
| No log | 3.0097 | 310 | 33.5294 | 0.2576 | 33.5294 | 5.7905 |
| No log | 3.0291 | 312 | 32.1368 | 0.2438 | 32.1368 | 5.6689 |
| No log | 3.0485 | 314 | 31.5065 | 0.2115 | 31.5065 | 5.6131 |
| No log | 3.0680 | 316 | 31.5366 | 0.1895 | 31.5366 | 5.6157 |
| No log | 3.0874 | 318 | 31.3426 | 0.1868 | 31.3426 | 5.5984 |
| No log | 3.1068 | 320 | 31.0525 | 0.1975 | 31.0525 | 5.5725 |
| No log | 3.1262 | 322 | 30.8379 | 0.2017 | 30.8379 | 5.5532 |
| No log | 3.1456 | 324 | 30.5115 | 0.2166 | 30.5115 | 5.5237 |
| No log | 3.1650 | 326 | 31.0210 | 0.2807 | 31.0211 | 5.5697 |
| No log | 3.1845 | 328 | 35.0673 | 0.3242 | 35.0673 | 5.9218 |
| No log | 3.2039 | 330 | 33.4408 | 0.3110 | 33.4408 | 5.7828 |
| No log | 3.2233 | 332 | 30.1439 | 0.2518 | 30.1439 | 5.4903 |
| No log | 3.2427 | 334 | 29.7661 | 0.1946 | 29.7661 | 5.4558 |
| No log | 3.2621 | 336 | 29.9540 | 0.1652 | 29.9540 | 5.4730 |
| No log | 3.2816 | 338 | 29.5097 | 0.2404 | 29.5097 | 5.4323 |
| No log | 3.3010 | 340 | 29.1894 | 0.2347 | 29.1894 | 5.4027 |
| No log | 3.3204 | 342 | 29.0234 | 0.2372 | 29.0234 | 5.3873 |
| No log | 3.3398 | 344 | 28.7864 | 0.2413 | 28.7864 | 5.3653 |
| No log | 3.3592 | 346 | 28.4798 | 0.2558 | 28.4798 | 5.3366 |
| No log | 3.3786 | 348 | 28.2624 | 0.2586 | 28.2624 | 5.3162 |
| No log | 3.3981 | 350 | 28.0918 | 0.2598 | 28.0919 | 5.3002 |
| No log | 3.4175 | 352 | 27.9851 | 0.3008 | 27.9851 | 5.2901 |
| No log | 3.4369 | 354 | 28.3608 | 0.3425 | 28.3609 | 5.3255 |
| No log | 3.4563 | 356 | 28.7353 | 0.3589 | 28.7353 | 5.3605 |
| No log | 3.4757 | 358 | 28.5493 | 0.3601 | 28.5493 | 5.3432 |
| No log | 3.4951 | 360 | 28.2815 | 0.3559 | 28.2815 | 5.3180 |
| No log | 3.5146 | 362 | 27.5574 | 0.3484 | 27.5574 | 5.2495 |
| No log | 3.5340 | 364 | 26.9070 | 0.3285 | 26.9070 | 5.1872 |
| No log | 3.5534 | 366 | 26.4883 | 0.2970 | 26.4883 | 5.1467 |
| No log | 3.5728 | 368 | 26.3187 | 0.2793 | 26.3187 | 5.1302 |
| No log | 3.5922 | 370 | 26.1601 | 0.2663 | 26.1601 | 5.1147 |
| No log | 3.6117 | 372 | 25.9557 | 0.2619 | 25.9557 | 5.0947 |
| No log | 3.6311 | 374 | 25.6492 | 0.2781 | 25.6492 | 5.0645 |
| No log | 3.6505 | 376 | 25.4442 | 0.2952 | 25.4442 | 5.0442 |
| No log | 3.6699 | 378 | 25.4847 | 0.3298 | 25.4847 | 5.0482 |
| No log | 3.6893 | 380 | 26.0072 | 0.3643 | 26.0072 | 5.0997 |
| No log | 3.7087 | 382 | 27.9191 | 0.3839 | 27.9191 | 5.2839 |
| No log | 3.7282 | 384 | 29.4557 | 0.3869 | 29.4557 | 5.4273 |
| No log | 3.7476 | 386 | 29.6078 | 0.3853 | 29.6078 | 5.4413 |
| No log | 3.7670 | 388 | 25.7359 | 0.3598 | 25.7359 | 5.0731 |
| No log | 3.7864 | 390 | 24.6035 | 0.3191 | 24.6035 | 4.9602 |
| No log | 3.8058 | 392 | 24.3138 | 0.2838 | 24.3138 | 4.9309 |
| No log | 3.8252 | 394 | 24.1795 | 0.2903 | 24.1795 | 4.9173 |
| No log | 3.8447 | 396 | 24.4607 | 0.3317 | 24.4607 | 4.9458 |
| No log | 3.8641 | 398 | 25.4397 | 0.3542 | 25.4397 | 5.0438 |
| No log | 3.8835 | 400 | 27.1272 | 0.3672 | 27.1272 | 5.2084 |
| No log | 3.9029 | 402 | 27.9818 | 0.3636 | 27.9818 | 5.2898 |
| No log | 3.9223 | 404 | 26.4426 | 0.3584 | 26.4426 | 5.1422 |
| No log | 3.9417 | 406 | 24.1425 | 0.4094 | 24.1425 | 4.9135 |
| No log | 3.9612 | 408 | 23.3600 | 0.3824 | 23.3600 | 4.8332 |
| No log | 3.9806 | 410 | 23.3092 | 0.3465 | 23.3092 | 4.8280 |
| No log | 4.0 | 412 | 23.1652 | 0.3427 | 23.1652 | 4.8130 |
| No log | 4.0194 | 414 | 23.0011 | 0.3518 | 23.0011 | 4.7959 |
| No log | 4.0388 | 416 | 22.7910 | 0.3684 | 22.7910 | 4.7740 |
| No log | 4.0583 | 418 | 22.6684 | 0.3911 | 22.6684 | 4.7611 |
| No log | 4.0777 | 420 | 22.8308 | 0.4352 | 22.8308 | 4.7782 |
| No log | 4.0971 | 422 | 23.1860 | 0.4679 | 23.1860 | 4.8152 |
| No log | 4.1165 | 424 | 23.4341 | 0.4774 | 23.4341 | 4.8409 |
| No log | 4.1359 | 426 | 22.9767 | 0.4660 | 22.9767 | 4.7934 |
| No log | 4.1553 | 428 | 22.2257 | 0.4477 | 22.2257 | 4.7144 |
| No log | 4.1748 | 430 | 22.0619 | 0.4296 | 22.0619 | 4.6970 |
| No log | 4.1942 | 432 | 22.0143 | 0.4407 | 22.0143 | 4.6919 |
| No log | 4.2136 | 434 | 23.0138 | 0.4546 | 23.0138 | 4.7973 |
| No log | 4.2330 | 436 | 24.0505 | 0.4445 | 24.0506 | 4.9041 |
| No log | 4.2524 | 438 | 22.7909 | 0.4222 | 22.7909 | 4.7740 |
| No log | 4.2718 | 440 | 21.4859 | 0.3773 | 21.4859 | 4.6353 |
| No log | 4.2913 | 442 | 21.7323 | 0.3109 | 21.7323 | 4.6618 |
| No log | 4.3107 | 444 | 21.6857 | 0.2981 | 21.6857 | 4.6568 |
| No log | 4.3301 | 446 | 21.3610 | 0.3470 | 21.3610 | 4.6218 |
| No log | 4.3495 | 448 | 21.9008 | 0.3950 | 21.9008 | 4.6798 |
| No log | 4.3689 | 450 | 21.6817 | 0.3981 | 21.6817 | 4.6564 |
| No log | 4.3883 | 452 | 20.9462 | 0.3926 | 20.9462 | 4.5767 |
| No log | 4.4078 | 454 | 20.4947 | 0.4174 | 20.4947 | 4.5271 |
| No log | 4.4272 | 456 | 20.6489 | 0.4390 | 20.6489 | 4.5441 |
| No log | 4.4466 | 458 | 21.1203 | 0.4545 | 21.1203 | 4.5957 |
| No log | 4.4660 | 460 | 21.4052 | 0.4648 | 21.4052 | 4.6266 |
| No log | 4.4854 | 462 | 22.4018 | 0.4728 | 22.4018 | 4.7331 |
| No log | 4.5049 | 464 | 23.0387 | 0.4753 | 23.0387 | 4.7999 |
| No log | 4.5243 | 466 | 21.1569 | 0.4637 | 21.1569 | 4.5997 |
| No log | 4.5437 | 468 | 19.7921 | 0.4307 | 19.7921 | 4.4488 |
| No log | 4.5631 | 470 | 19.6800 | 0.3920 | 19.6800 | 4.4362 |
| No log | 4.5825 | 472 | 19.7524 | 0.3522 | 19.7524 | 4.4444 |
| No log | 4.6019 | 474 | 19.6501 | 0.3546 | 19.6501 | 4.4328 |
| No log | 4.6214 | 476 | 19.6789 | 0.3568 | 19.6789 | 4.4361 |
| No log | 4.6408 | 478 | 19.6596 | 0.3504 | 19.6596 | 4.4339 |
| No log | 4.6602 | 480 | 19.7708 | 0.3144 | 19.7708 | 4.4464 |
| No log | 4.6796 | 482 | 19.8400 | 0.2920 | 19.8400 | 4.4542 |
| No log | 4.6990 | 484 | 19.4863 | 0.3331 | 19.4863 | 4.4143 |
| No log | 4.7184 | 486 | 19.2014 | 0.3971 | 19.2014 | 4.3819 |
| No log | 4.7379 | 488 | 20.8283 | 0.4388 | 20.8283 | 4.5638 |
| No log | 4.7573 | 490 | 22.3408 | 0.4882 | 22.3408 | 4.7266 |
| No log | 4.7767 | 492 | 20.3653 | 0.5313 | 20.3653 | 4.5128 |
| No log | 4.7961 | 494 | 18.6724 | 0.5055 | 18.6724 | 4.3212 |
| No log | 4.8155 | 496 | 18.9446 | 0.4499 | 18.9446 | 4.3525 |
| No log | 4.8350 | 498 | 19.1098 | 0.4193 | 19.1098 | 4.3715 |
| 63.8185 | 4.8544 | 500 | 19.1388 | 0.4201 | 19.1388 | 4.3748 |
| 63.8185 | 4.8738 | 502 | 18.9557 | 0.4515 | 18.9557 | 4.3538 |
| 63.8185 | 4.8932 | 504 | 18.4882 | 0.4856 | 18.4882 | 4.2998 |
| 63.8185 | 4.9126 | 506 | 18.8522 | 0.5181 | 18.8522 | 4.3419 |
| 63.8185 | 4.9320 | 508 | 19.6085 | 0.5233 | 19.6085 | 4.4281 |
| 63.8185 | 4.9515 | 510 | 19.1215 | 0.5375 | 19.1215 | 4.3728 |
| 63.8185 | 4.9709 | 512 | 18.2442 | 0.5315 | 18.2442 | 4.2713 |
| 63.8185 | 4.9903 | 514 | 18.0943 | 0.4964 | 18.0943 | 4.2537 |
| 63.8185 | 5.0097 | 516 | 18.1744 | 0.4875 | 18.1744 | 4.2631 |
| 63.8185 | 5.0291 | 518 | 18.0632 | 0.4827 | 18.0632 | 4.2501 |
| 63.8185 | 5.0485 | 520 | 17.7949 | 0.4971 | 17.7949 | 4.2184 |
| 63.8185 | 5.0680 | 522 | 17.6458 | 0.5079 | 17.6458 | 4.2007 |
| 63.8185 | 5.0874 | 524 | 17.5645 | 0.5036 | 17.5645 | 4.1910 |
| 63.8185 | 5.1068 | 526 | 17.5537 | 0.5248 | 17.5537 | 4.1897 |
| 63.8185 | 5.1262 | 528 | 18.1411 | 0.5518 | 18.1411 | 4.2592 |
| 63.8185 | 5.1456 | 530 | 18.0953 | 0.5489 | 18.0953 | 4.2539 |
| 63.8185 | 5.1650 | 532 | 17.5130 | 0.5405 | 17.5130 | 4.1849 |
| 63.8185 | 5.1845 | 534 | 17.0588 | 0.5163 | 17.0588 | 4.1302 |
| 63.8185 | 5.2039 | 536 | 17.1195 | 0.5161 | 17.1195 | 4.1376 |
| 63.8185 | 5.2233 | 538 | 17.4561 | 0.5142 | 17.4561 | 4.1780 |
| 63.8185 | 5.2427 | 540 | 19.1670 | 0.5079 | 19.1670 | 4.3780 |
| 63.8185 | 5.2621 | 542 | 23.5359 | 0.4675 | 23.5359 | 4.8514 |
| 63.8185 | 5.2816 | 544 | 22.8020 | 0.4802 | 22.8020 | 4.7751 |
| 63.8185 | 5.3010 | 546 | 18.6466 | 0.5010 | 18.6466 | 4.3182 |
| 63.8185 | 5.3204 | 548 | 16.7605 | 0.4914 | 16.7605 | 4.0940 |
| 63.8185 | 5.3398 | 550 | 16.6946 | 0.4543 | 16.6946 | 4.0859 |
| 63.8185 | 5.3592 | 552 | 16.9863 | 0.4321 | 16.9863 | 4.1214 |
| 63.8185 | 5.3786 | 554 | 16.7094 | 0.4630 | 16.7094 | 4.0877 |
| 63.8185 | 5.3981 | 556 | 16.6135 | 0.5248 | 16.6135 | 4.0760 |
| 63.8185 | 5.4175 | 558 | 17.8264 | 0.5526 | 17.8264 | 4.2221 |
| 63.8185 | 5.4369 | 560 | 21.0750 | 0.5512 | 21.0750 | 4.5908 |
| 63.8185 | 5.4563 | 562 | 22.2488 | 0.5391 | 22.2488 | 4.7169 |
| 63.8185 | 5.4757 | 564 | 19.4333 | 0.5437 | 19.4333 | 4.4083 |
| 63.8185 | 5.4951 | 566 | 17.1988 | 0.5378 | 17.1988 | 4.1471 |
| 63.8185 | 5.5146 | 568 | 16.8458 | 0.5269 | 16.8458 | 4.1044 |
| 63.8185 | 5.5340 | 570 | 16.6673 | 0.5166 | 16.6674 | 4.0826 |
| 63.8185 | 5.5534 | 572 | 16.7052 | 0.5138 | 16.7052 | 4.0872 |
| 63.8185 | 5.5728 | 574 | 17.7722 | 0.5231 | 17.7722 | 4.2157 |
| 63.8185 | 5.5922 | 576 | 18.3081 | 0.5204 | 18.3081 | 4.2788 |
| 63.8185 | 5.6117 | 578 | 18.7066 | 0.5187 | 18.7066 | 4.3251 |
| 63.8185 | 5.6311 | 580 | 18.8885 | 0.5147 | 18.8885 | 4.3461 |
| 63.8185 | 5.6505 | 582 | 17.1918 | 0.4988 | 17.1918 | 4.1463 |
| 63.8185 | 5.6699 | 584 | 16.2020 | 0.4621 | 16.2020 | 4.0252 |
| 63.8185 | 5.6893 | 586 | 16.1424 | 0.4540 | 16.1424 | 4.0178 |
| 63.8185 | 5.7087 | 588 | 16.0926 | 0.5260 | 16.0926 | 4.0116 |
| 63.8185 | 5.7282 | 590 | 16.0133 | 0.5496 | 16.0133 | 4.0017 |
| 63.8185 | 5.7476 | 592 | 15.9997 | 0.5697 | 15.9997 | 4.0000 |
| 63.8185 | 5.7670 | 594 | 16.3732 | 0.5876 | 16.3732 | 4.0464 |
| 63.8185 | 5.7864 | 596 | 16.9205 | 0.5974 | 16.9205 | 4.1135 |
| 63.8185 | 5.8058 | 598 | 17.6469 | 0.6020 | 17.6469 | 4.2008 |
| 63.8185 | 5.8252 | 600 | 17.7839 | 0.6013 | 17.7839 | 4.2171 |
| 63.8185 | 5.8447 | 602 | 17.3224 | 0.6054 | 17.3224 | 4.1620 |
| 63.8185 | 5.8641 | 604 | 16.5654 | 0.6062 | 16.5654 | 4.0701 |
| 63.8185 | 5.8835 | 606 | 15.9052 | 0.5971 | 15.9052 | 3.9881 |
| 63.8185 | 5.9029 | 608 | 15.5204 | 0.5697 | 15.5204 | 3.9396 |
| 63.8185 | 5.9223 | 610 | 15.3689 | 0.5766 | 15.3689 | 3.9203 |
| 63.8185 | 5.9417 | 612 | 15.6309 | 0.5815 | 15.6309 | 3.9536 |
| 63.8185 | 5.9612 | 614 | 16.3684 | 0.5815 | 16.3684 | 4.0458 |
| 63.8185 | 5.9806 | 616 | 16.5799 | 0.5806 | 16.5799 | 4.0718 |
| 63.8185 | 6.0 | 618 | 15.7594 | 0.5866 | 15.7594 | 3.9698 |
| 63.8185 | 6.0194 | 620 | 15.2605 | 0.5914 | 15.2605 | 3.9065 |
| 63.8185 | 6.0388 | 622 | 15.2235 | 0.5908 | 15.2235 | 3.9017 |
| 63.8185 | 6.0583 | 624 | 15.4475 | 0.5965 | 15.4475 | 3.9303 |
| 63.8185 | 6.0777 | 626 | 15.2989 | 0.6008 | 15.2989 | 3.9114 |
| 63.8185 | 6.0971 | 628 | 15.3733 | 0.5996 | 15.3733 | 3.9209 |
| 63.8185 | 6.1165 | 630 | 15.5981 | 0.5992 | 15.5981 | 3.9494 |
| 63.8185 | 6.1359 | 632 | 15.3440 | 0.5991 | 15.3440 | 3.9171 |
| 63.8185 | 6.1553 | 634 | 15.0993 | 0.6019 | 15.0993 | 3.8858 |
| 63.8185 | 6.1748 | 636 | 15.3009 | 0.6026 | 15.3009 | 3.9116 |
| 63.8185 | 6.1942 | 638 | 14.8299 | 0.6053 | 14.8299 | 3.8510 |
| 63.8185 | 6.2136 | 640 | 15.2050 | 0.6074 | 15.2050 | 3.8994 |
| 63.8185 | 6.2330 | 642 | 16.2286 | 0.5939 | 16.2286 | 4.0285 |
| 63.8185 | 6.2524 | 644 | 17.8529 | 0.5715 | 17.8529 | 4.2253 |
| 63.8185 | 6.2718 | 646 | 16.0811 | 0.5908 | 16.0811 | 4.0101 |
| 63.8185 | 6.2913 | 648 | 14.5169 | 0.5835 | 14.5169 | 3.8101 |
| 63.8185 | 6.3107 | 650 | 14.3360 | 0.5821 | 14.3360 | 3.7863 |
| 63.8185 | 6.3301 | 652 | 14.2627 | 0.5645 | 14.2627 | 3.7766 |
| 63.8185 | 6.3495 | 654 | 14.2955 | 0.5556 | 14.2955 | 3.7809 |
| 63.8185 | 6.3689 | 656 | 14.2290 | 0.5732 | 14.2290 | 3.7721 |
| 63.8185 | 6.3883 | 658 | 14.4876 | 0.6006 | 14.4876 | 3.8063 |
| 63.8185 | 6.4078 | 660 | 16.1518 | 0.6083 | 16.1518 | 4.0189 |
| 63.8185 | 6.4272 | 662 | 20.1955 | 0.5786 | 20.1955 | 4.4939 |
| 63.8185 | 6.4466 | 664 | 21.2795 | 0.5742 | 21.2795 | 4.6130 |
| 63.8185 | 6.4660 | 666 | 17.3009 | 0.6134 | 17.3009 | 4.1594 |
| 63.8185 | 6.4854 | 668 | 14.7609 | 0.6152 | 14.7609 | 3.8420 |
| 63.8185 | 6.5049 | 670 | 14.5708 | 0.6002 | 14.5708 | 3.8172 |
| 63.8185 | 6.5243 | 672 | 14.5131 | 0.6035 | 14.5131 | 3.8096 |
| 63.8185 | 6.5437 | 674 | 14.4790 | 0.6114 | 14.4790 | 3.8051 |
| 63.8185 | 6.5631 | 676 | 14.8938 | 0.6171 | 14.8938 | 3.8592 |
| 63.8185 | 6.5825 | 678 | 16.6268 | 0.6004 | 16.6268 | 4.0776 |
| 63.8185 | 6.6019 | 680 | 19.4974 | 0.5680 | 19.4974 | 4.4156 |
| 63.8185 | 6.6214 | 682 | 19.4435 | 0.5627 | 19.4435 | 4.4095 |
| 63.8185 | 6.6408 | 684 | 16.0409 | 0.5940 | 16.0409 | 4.0051 |
| 63.8185 | 6.6602 | 686 | 14.0261 | 0.5936 | 14.0261 | 3.7451 |
| 63.8185 | 6.6796 | 688 | 14.2893 | 0.5421 | 14.2893 | 3.7801 |
| 63.8185 | 6.6990 | 690 | 14.8780 | 0.5134 | 14.8780 | 3.8572 |
| 63.8185 | 6.7184 | 692 | 14.5632 | 0.5274 | 14.5632 | 3.8162 |
| 63.8185 | 6.7379 | 694 | 13.9527 | 0.5830 | 13.9527 | 3.7353 |
| 63.8185 | 6.7573 | 696 | 14.7603 | 0.6125 | 14.7603 | 3.8419 |
| 63.8185 | 6.7767 | 698 | 16.7743 | 0.6049 | 16.7743 | 4.0956 |
| 63.8185 | 6.7961 | 700 | 16.4637 | 0.6113 | 16.4636 | 4.0575 |
| 63.8185 | 6.8155 | 702 | 15.1321 | 0.6125 | 15.1321 | 3.8900 |
| 63.8185 | 6.8350 | 704 | 14.4515 | 0.6075 | 14.4515 | 3.8015 |
| 63.8185 | 6.8544 | 706 | 14.1730 | 0.5984 | 14.1730 | 3.7647 |
| 63.8185 | 6.8738 | 708 | 14.2387 | 0.6048 | 14.2387 | 3.7734 |
| 63.8185 | 6.8932 | 710 | 14.2265 | 0.6039 | 14.2265 | 3.7718 |
| 63.8185 | 6.9126 | 712 | 14.2055 | 0.6015 | 14.2055 | 3.7690 |
| 63.8185 | 6.9320 | 714 | 13.9559 | 0.5957 | 13.9559 | 3.7358 |
| 63.8185 | 6.9515 | 716 | 13.8502 | 0.5853 | 13.8502 | 3.7216 |
| 63.8185 | 6.9709 | 718 | 14.1621 | 0.5595 | 14.1621 | 3.7633 |
| 63.8185 | 6.9903 | 720 | 14.6223 | 0.5348 | 14.6223 | 3.8239 |
| 63.8185 | 7.0097 | 722 | 14.6153 | 0.5938 | 14.6153 | 3.8230 |
| 63.8185 | 7.0291 | 724 | 14.3874 | 0.6246 | 14.3874 | 3.7931 |
| 63.8185 | 7.0485 | 726 | 14.6451 | 0.6500 | 14.6451 | 3.8269 |
| 63.8185 | 7.0680 | 728 | 15.3497 | 0.6585 | 15.3497 | 3.9179 |
| 63.8185 | 7.0874 | 730 | 17.1810 | 0.6399 | 17.1810 | 4.1450 |
| 63.8185 | 7.1068 | 732 | 16.4031 | 0.6420 | 16.4031 | 4.0501 |
| 63.8185 | 7.1262 | 734 | 15.3898 | 0.6526 | 15.3898 | 3.9230 |
| 63.8185 | 7.1456 | 736 | 15.8063 | 0.6511 | 15.8063 | 3.9757 |
| 63.8185 | 7.1650 | 738 | 15.3273 | 0.6617 | 15.3273 | 3.9150 |
| 63.8185 | 7.1845 | 740 | 14.0390 | 0.6573 | 14.0390 | 3.7469 |
| 63.8185 | 7.2039 | 742 | 13.8645 | 0.6483 | 13.8645 | 3.7235 |
| 63.8185 | 7.2233 | 744 | 13.9215 | 0.6358 | 13.9215 | 3.7311 |
| 63.8185 | 7.2427 | 746 | 13.7292 | 0.6516 | 13.7292 | 3.7053 |
| 63.8185 | 7.2621 | 748 | 14.5838 | 0.6561 | 14.5838 | 3.8189 |
| 63.8185 | 7.2816 | 750 | 15.8136 | 0.6398 | 15.8136 | 3.9766 |
| 63.8185 | 7.3010 | 752 | 14.9428 | 0.6413 | 14.9428 | 3.8656 |
| 63.8185 | 7.3204 | 754 | 13.3671 | 0.6484 | 13.3671 | 3.6561 |
| 63.8185 | 7.3398 | 756 | 13.6937 | 0.5966 | 13.6937 | 3.7005 |
| 63.8185 | 7.3592 | 758 | 13.8001 | 0.5938 | 13.8001 | 3.7148 |
| 63.8185 | 7.3786 | 760 | 13.3492 | 0.6347 | 13.3492 | 3.6537 |
| 63.8185 | 7.3981 | 762 | 13.7469 | 0.6533 | 13.7469 | 3.7077 |
| 63.8185 | 7.4175 | 764 | 14.3595 | 0.6542 | 14.3595 | 3.7894 |
| 63.8185 | 7.4369 | 766 | 14.4890 | 0.6484 | 14.4890 | 3.8064 |
| 63.8185 | 7.4563 | 768 | 14.4977 | 0.6387 | 14.4977 | 3.8076 |
| 63.8185 | 7.4757 | 770 | 14.5348 | 0.6133 | 14.5348 | 3.8124 |
| 63.8185 | 7.4951 | 772 | 14.5759 | 0.6015 | 14.5759 | 3.8178 |
| 63.8185 | 7.5146 | 774 | 14.3456 | 0.6138 | 14.3456 | 3.7876 |
| 63.8185 | 7.5340 | 776 | 14.0393 | 0.6470 | 14.0393 | 3.7469 |
| 63.8185 | 7.5534 | 778 | 14.9106 | 0.6488 | 14.9106 | 3.8614 |
| 63.8185 | 7.5728 | 780 | 14.9793 | 0.6492 | 14.9793 | 3.8703 |
| 63.8185 | 7.5922 | 782 | 15.3952 | 0.6375 | 15.3952 | 3.9237 |
| 63.8185 | 7.6117 | 784 | 14.0907 | 0.6424 | 14.0907 | 3.7538 |
| 63.8185 | 7.6311 | 786 | 13.5333 | 0.6303 | 13.5333 | 3.6788 |
| 63.8185 | 7.6505 | 788 | 13.6644 | 0.6097 | 13.6644 | 3.6965 |
| 63.8185 | 7.6699 | 790 | 13.3788 | 0.6159 | 13.3788 | 3.6577 |
| 63.8185 | 7.6893 | 792 | 13.3156 | 0.6347 | 13.3156 | 3.6491 |
| 63.8185 | 7.7087 | 794 | 14.1214 | 0.6324 | 14.1214 | 3.7578 |
| 63.8185 | 7.7282 | 796 | 14.6259 | 0.6287 | 14.6259 | 3.8244 |
| 63.8185 | 7.7476 | 798 | 13.6405 | 0.6408 | 13.6405 | 3.6933 |
| 63.8185 | 7.7670 | 800 | 13.1655 | 0.6358 | 13.1655 | 3.6284 |
| 63.8185 | 7.7864 | 802 | 13.2889 | 0.6407 | 13.2889 | 3.6454 |
| 63.8185 | 7.8058 | 804 | 13.5330 | 0.6454 | 13.5329 | 3.6787 |
| 63.8185 | 7.8252 | 806 | 13.5834 | 0.6530 | 13.5834 | 3.6856 |
| 63.8185 | 7.8447 | 808 | 13.5358 | 0.6567 | 13.5358 | 3.6791 |
| 63.8185 | 7.8641 | 810 | 13.2678 | 0.6520 | 13.2678 | 3.6425 |
| 63.8185 | 7.8835 | 812 | 13.0140 | 0.6381 | 13.0140 | 3.6075 |
| 63.8185 | 7.9029 | 814 | 13.3212 | 0.6109 | 13.3212 | 3.6498 |
| 63.8185 | 7.9223 | 816 | 13.2284 | 0.6286 | 13.2284 | 3.6371 |
| 63.8185 | 7.9417 | 818 | 13.2332 | 0.6558 | 13.2332 | 3.6377 |
| 63.8185 | 7.9612 | 820 | 14.6939 | 0.6569 | 14.6939 | 3.8333 |
| 63.8185 | 7.9806 | 822 | 16.4846 | 0.6366 | 16.4846 | 4.0601 |
| 63.8185 | 8.0 | 824 | 14.8775 | 0.6476 | 14.8775 | 3.8571 |
| 63.8185 | 8.0194 | 826 | 13.3402 | 0.6491 | 13.3402 | 3.6524 |
| 63.8185 | 8.0388 | 828 | 13.1912 | 0.6476 | 13.1912 | 3.6320 |
| 63.8185 | 8.0583 | 830 | 13.2197 | 0.6430 | 13.2197 | 3.6359 |
| 63.8185 | 8.0777 | 832 | 13.3569 | 0.6490 | 13.3569 | 3.6547 |
| 63.8185 | 8.0971 | 834 | 13.3882 | 0.6462 | 13.3882 | 3.6590 |
| 63.8185 | 8.1165 | 836 | 13.2914 | 0.6483 | 13.2914 | 3.6457 |
| 63.8185 | 8.1359 | 838 | 13.3306 | 0.6463 | 13.3306 | 3.6511 |
| 63.8185 | 8.1553 | 840 | 13.5623 | 0.6468 | 13.5623 | 3.6827 |
| 63.8185 | 8.1748 | 842 | 13.9876 | 0.6437 | 13.9876 | 3.7400 |
| 63.8185 | 8.1942 | 844 | 13.4372 | 0.6480 | 13.4372 | 3.6657 |
| 63.8185 | 8.2136 | 846 | 13.2872 | 0.6483 | 13.2872 | 3.6452 |
| 63.8185 | 8.2330 | 848 | 13.4328 | 0.6466 | 13.4328 | 3.6651 |
| 63.8185 | 8.2524 | 850 | 13.7859 | 0.6466 | 13.7859 | 3.7129 |
| 63.8185 | 8.2718 | 852 | 13.3678 | 0.6408 | 13.3678 | 3.6562 |
| 63.8185 | 8.2913 | 854 | 13.0531 | 0.6360 | 13.0531 | 3.6129 |
| 63.8185 | 8.3107 | 856 | 13.0354 | 0.6397 | 13.0354 | 3.6105 |
| 63.8185 | 8.3301 | 858 | 13.3295 | 0.6362 | 13.3295 | 3.6510 |
| 63.8185 | 8.3495 | 860 | 14.7783 | 0.6360 | 14.7783 | 3.8443 |
| 63.8185 | 8.3689 | 862 | 14.9983 | 0.6406 | 14.9983 | 3.8728 |
| 63.8185 | 8.3883 | 864 | 16.0106 | 0.6346 | 16.0106 | 4.0013 |
| 63.8185 | 8.4078 | 866 | 15.6163 | 0.6394 | 15.6163 | 3.9517 |
| 63.8185 | 8.4272 | 868 | 13.6348 | 0.6527 | 13.6348 | 3.6925 |
| 63.8185 | 8.4466 | 870 | 13.1891 | 0.6323 | 13.1891 | 3.6317 |
| 63.8185 | 8.4660 | 872 | 13.1519 | 0.6332 | 13.1519 | 3.6265 |
| 63.8185 | 8.4854 | 874 | 12.9577 | 0.6407 | 12.9577 | 3.5997 |
| 63.8185 | 8.5049 | 876 | 13.1448 | 0.6561 | 13.1448 | 3.6256 |
| 63.8185 | 8.5243 | 878 | 13.2968 | 0.6616 | 13.2968 | 3.6465 |
| 63.8185 | 8.5437 | 880 | 13.4010 | 0.6626 | 13.4010 | 3.6607 |
| 63.8185 | 8.5631 | 882 | 13.9419 | 0.6609 | 13.9419 | 3.7339 |
| 63.8185 | 8.5825 | 884 | 14.2946 | 0.6492 | 14.2946 | 3.7808 |
| 63.8185 | 8.6019 | 886 | 13.4042 | 0.6602 | 13.4042 | 3.6612 |
| 63.8185 | 8.6214 | 888 | 13.0364 | 0.6463 | 13.0364 | 3.6106 |
| 63.8185 | 8.6408 | 890 | 13.5310 | 0.6160 | 13.5310 | 3.6784 |
| 63.8185 | 8.6602 | 892 | 13.7480 | 0.5980 | 13.7480 | 3.7078 |
| 63.8185 | 8.6796 | 894 | 13.1786 | 0.6577 | 13.1786 | 3.6302 |
| 63.8185 | 8.6990 | 896 | 13.2922 | 0.6708 | 13.2922 | 3.6458 |
| 63.8185 | 8.7184 | 898 | 13.5482 | 0.6768 | 13.5482 | 3.6808 |
| 63.8185 | 8.7379 | 900 | 13.2737 | 0.6754 | 13.2737 | 3.6433 |
| 63.8185 | 8.7573 | 902 | 12.9474 | 0.6740 | 12.9474 | 3.5982 |
| 63.8185 | 8.7767 | 904 | 12.7907 | 0.6654 | 12.7907 | 3.5764 |
| 63.8185 | 8.7961 | 906 | 12.7812 | 0.6774 | 12.7812 | 3.5751 |
| 63.8185 | 8.8155 | 908 | 12.9072 | 0.6793 | 12.9072 | 3.5927 |
| 63.8185 | 8.8350 | 910 | 13.5133 | 0.6828 | 13.5133 | 3.6760 |
| 63.8185 | 8.8544 | 912 | 13.2702 | 0.6942 | 13.2702 | 3.6428 |
| 63.8185 | 8.8738 | 914 | 13.1087 | 0.6932 | 13.1087 | 3.6206 |
| 63.8185 | 8.8932 | 916 | 13.1995 | 0.6873 | 13.1995 | 3.6331 |
| 63.8185 | 8.9126 | 918 | 13.3201 | 0.6796 | 13.3201 | 3.6497 |
| 63.8185 | 8.9320 | 920 | 13.3634 | 0.6682 | 13.3634 | 3.6556 |
| 63.8185 | 8.9515 | 922 | 13.1923 | 0.6696 | 13.1923 | 3.6321 |
| 63.8185 | 8.9709 | 924 | 12.8865 | 0.6831 | 12.8865 | 3.5898 |
| 63.8185 | 8.9903 | 926 | 13.3300 | 0.6791 | 13.3300 | 3.6510 |
| 63.8185 | 9.0097 | 928 | 13.8025 | 0.6629 | 13.8025 | 3.7152 |
| 63.8185 | 9.0291 | 930 | 13.4602 | 0.6751 | 13.4602 | 3.6688 |
| 63.8185 | 9.0485 | 932 | 13.1298 | 0.6813 | 13.1298 | 3.6235 |
| 63.8185 | 9.0680 | 934 | 13.0308 | 0.6826 | 13.0308 | 3.6098 |
| 63.8185 | 9.0874 | 936 | 13.0013 | 0.6758 | 13.0013 | 3.6057 |
| 63.8185 | 9.1068 | 938 | 13.1591 | 0.6687 | 13.1591 | 3.6276 |
| 63.8185 | 9.1262 | 940 | 13.1613 | 0.6800 | 13.1613 | 3.6278 |
| 63.8185 | 9.1456 | 942 | 13.1658 | 0.6839 | 13.1658 | 3.6285 |
| 63.8185 | 9.1650 | 944 | 13.1214 | 0.6843 | 13.1214 | 3.6223 |
| 63.8185 | 9.1845 | 946 | 13.2309 | 0.6856 | 13.2309 | 3.6374 |
| 63.8185 | 9.2039 | 948 | 13.4861 | 0.6765 | 13.4861 | 3.6723 |
| 63.8185 | 9.2233 | 950 | 13.6369 | 0.6776 | 13.6369 | 3.6928 |
| 63.8185 | 9.2427 | 952 | 13.4871 | 0.6758 | 13.4871 | 3.6725 |
| 63.8185 | 9.2621 | 954 | 13.2469 | 0.6707 | 13.2469 | 3.6396 |
| 63.8185 | 9.2816 | 956 | 13.5749 | 0.6738 | 13.5749 | 3.6844 |
| 63.8185 | 9.3010 | 958 | 13.7013 | 0.6700 | 13.7013 | 3.7015 |
| 63.8185 | 9.3204 | 960 | 13.2903 | 0.6703 | 13.2903 | 3.6456 |
| 63.8185 | 9.3398 | 962 | 13.0555 | 0.6607 | 13.0555 | 3.6132 |
| 63.8185 | 9.3592 | 964 | 12.7977 | 0.6757 | 12.7977 | 3.5774 |
| 63.8185 | 9.3786 | 966 | 12.7317 | 0.6769 | 12.7317 | 3.5681 |
| 63.8185 | 9.3981 | 968 | 12.8004 | 0.6708 | 12.8004 | 3.5778 |
| 63.8185 | 9.4175 | 970 | 12.7719 | 0.6782 | 12.7719 | 3.5738 |
| 63.8185 | 9.4369 | 972 | 12.9320 | 0.6844 | 12.9320 | 3.5961 |
| 63.8185 | 9.4563 | 974 | 13.9779 | 0.6701 | 13.9779 | 3.7387 |
| 63.8185 | 9.4757 | 976 | 14.5176 | 0.6585 | 14.5176 | 3.8102 |
| 63.8185 | 9.4951 | 978 | 13.1184 | 0.6844 | 13.1184 | 3.6219 |
| 63.8185 | 9.5146 | 980 | 12.7353 | 0.6795 | 12.7353 | 3.5687 |
| 63.8185 | 9.5340 | 982 | 12.7960 | 0.6790 | 12.7960 | 3.5772 |
| 63.8185 | 9.5534 | 984 | 12.8569 | 0.6891 | 12.8569 | 3.5857 |
| 63.8185 | 9.5728 | 986 | 13.9742 | 0.6617 | 13.9742 | 3.7382 |
| 63.8185 | 9.5922 | 988 | 15.3179 | 0.6370 | 15.3179 | 3.9138 |
| 63.8185 | 9.6117 | 990 | 14.9856 | 0.6413 | 14.9856 | 3.8711 |
| 63.8185 | 9.6311 | 992 | 13.2754 | 0.6650 | 13.2754 | 3.6435 |
| 63.8185 | 9.6505 | 994 | 12.6830 | 0.6759 | 12.6830 | 3.5613 |
| 63.8185 | 9.6699 | 996 | 12.8738 | 0.6684 | 12.8738 | 3.5880 |
| 63.8185 | 9.6893 | 998 | 13.0249 | 0.6624 | 13.0249 | 3.6090 |
| 12.9044 | 9.7087 | 1000 | 12.8736 | 0.6761 | 12.8736 | 3.5880 |
| 12.9044 | 9.7282 | 1002 | 12.9480 | 0.6839 | 12.9480 | 3.5983 |
| 12.9044 | 9.7476 | 1004 | 13.1589 | 0.6733 | 13.1589 | 3.6275 |
| 12.9044 | 9.7670 | 1006 | 13.2986 | 0.6668 | 13.2986 | 3.6467 |
| 12.9044 | 9.7864 | 1008 | 14.1378 | 0.6337 | 14.1378 | 3.7600 |
| 12.9044 | 9.8058 | 1010 | 13.4166 | 0.6414 | 13.4166 | 3.6629 |
| 12.9044 | 9.8252 | 1012 | 12.9203 | 0.6648 | 12.9203 | 3.5945 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
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