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library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_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_TestTask8_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: 12.5796
- Qwk: 0.7273
- Mse: 12.5796
- Rmse: 3.5468
## 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 | 0.0196 | 2 | 320.1685 | 0.0016 | 320.1685 | 17.8933 |
| No log | 0.0392 | 4 | 310.2662 | 0.0056 | 310.2662 | 17.6144 |
| No log | 0.0588 | 6 | 290.3345 | 0.0076 | 290.3345 | 17.0392 |
| No log | 0.0784 | 8 | 267.5831 | 0.0098 | 267.5831 | 16.3580 |
| No log | 0.0980 | 10 | 251.4643 | 0.0044 | 251.4643 | 15.8576 |
| No log | 0.1176 | 12 | 237.8628 | 0.0111 | 237.8628 | 15.4228 |
| No log | 0.1373 | 14 | 223.6006 | 0.0071 | 223.6005 | 14.9533 |
| No log | 0.1569 | 16 | 211.7128 | 0.0074 | 211.7128 | 14.5504 |
| No log | 0.1765 | 18 | 208.1561 | 0.0068 | 208.1560 | 14.4276 |
| No log | 0.1961 | 20 | 196.4907 | 0.0036 | 196.4907 | 14.0175 |
| No log | 0.2157 | 22 | 185.0753 | 0.0060 | 185.0753 | 13.6042 |
| No log | 0.2353 | 24 | 181.5149 | 0.0064 | 181.5150 | 13.4727 |
| No log | 0.2549 | 26 | 174.5946 | 0.0068 | 174.5946 | 13.2134 |
| No log | 0.2745 | 28 | 166.4912 | 0.0015 | 166.4913 | 12.9031 |
| No log | 0.2941 | 30 | 160.2538 | 0.0121 | 160.2538 | 12.6591 |
| No log | 0.3137 | 32 | 157.9869 | 0.0146 | 157.9870 | 12.5693 |
| No log | 0.3333 | 34 | 156.2689 | 0.0116 | 156.2689 | 12.5008 |
| No log | 0.3529 | 36 | 146.5569 | 0.0011 | 146.5569 | 12.1061 |
| No log | 0.3725 | 38 | 143.3372 | 0.0006 | 143.3372 | 11.9724 |
| No log | 0.3922 | 40 | 143.2959 | 0.0011 | 143.2959 | 11.9706 |
| No log | 0.4118 | 42 | 138.9430 | 0.0024 | 138.9430 | 11.7874 |
| No log | 0.4314 | 44 | 134.1160 | 0.0062 | 134.1160 | 11.5808 |
| No log | 0.4510 | 46 | 131.4723 | 0.0039 | 131.4723 | 11.4661 |
| No log | 0.4706 | 48 | 131.9832 | 0.0059 | 131.9832 | 11.4884 |
| No log | 0.4902 | 50 | 125.6612 | 0.0013 | 125.6612 | 11.2099 |
| No log | 0.5098 | 52 | 123.1069 | 0.0007 | 123.1069 | 11.0954 |
| No log | 0.5294 | 54 | 121.8389 | 0.0007 | 121.8389 | 11.0381 |
| No log | 0.5490 | 56 | 120.5273 | 0.0007 | 120.5273 | 10.9785 |
| No log | 0.5686 | 58 | 117.1947 | 0.0208 | 117.1947 | 10.8257 |
| No log | 0.5882 | 60 | 114.9679 | 0.0079 | 114.9679 | 10.7223 |
| No log | 0.6078 | 62 | 113.2054 | 0.0069 | 113.2054 | 10.6398 |
| No log | 0.6275 | 64 | 111.6204 | 0.0042 | 111.6204 | 10.5651 |
| No log | 0.6471 | 66 | 109.2068 | 0.0015 | 109.2068 | 10.4502 |
| No log | 0.6667 | 68 | 107.8677 | 0.0015 | 107.8677 | 10.3859 |
| No log | 0.6863 | 70 | 104.9788 | 0.0008 | 104.9788 | 10.2459 |
| No log | 0.7059 | 72 | 103.1758 | 0.0008 | 103.1758 | 10.1575 |
| No log | 0.7255 | 74 | 102.1626 | 0.0008 | 102.1626 | 10.1076 |
| No log | 0.7451 | 76 | 99.8360 | 0.0269 | 99.8360 | 9.9918 |
| No log | 0.7647 | 78 | 98.2531 | 0.0097 | 98.2531 | 9.9123 |
| No log | 0.7843 | 80 | 96.5130 | 0.0050 | 96.5130 | 9.8241 |
| No log | 0.8039 | 82 | 94.4812 | 0.0018 | 94.4812 | 9.7201 |
| No log | 0.8235 | 84 | 92.6865 | 0.0009 | 92.6865 | 9.6274 |
| No log | 0.8431 | 86 | 93.1540 | 0.0018 | 93.1540 | 9.6516 |
| No log | 0.8627 | 88 | 90.7785 | 0.0009 | 90.7785 | 9.5278 |
| No log | 0.8824 | 90 | 88.3272 | 0.0 | 88.3272 | 9.3983 |
| No log | 0.9020 | 92 | 86.9905 | 0.0 | 86.9905 | 9.3269 |
| No log | 0.9216 | 94 | 88.8838 | 0.0009 | 88.8838 | 9.4278 |
| No log | 0.9412 | 96 | 86.0348 | 0.0 | 86.0348 | 9.2755 |
| No log | 0.9608 | 98 | 84.7320 | 0.0025 | 84.7320 | 9.2050 |
| No log | 0.9804 | 100 | 82.8814 | 0.0085 | 82.8814 | 9.1039 |
| No log | 1.0 | 102 | 82.6804 | 0.0097 | 82.6804 | 9.0929 |
| No log | 1.0196 | 104 | 84.0564 | 0.0111 | 84.0564 | 9.1682 |
| No log | 1.0392 | 106 | 79.1740 | 0.0011 | 79.1740 | 8.8980 |
| No log | 1.0588 | 108 | 79.8074 | 0.0011 | 79.8074 | 8.9335 |
| No log | 1.0784 | 110 | 77.3985 | 0.0011 | 77.3985 | 8.7976 |
| No log | 1.0980 | 112 | 79.8325 | 0.0021 | 79.8325 | 8.9349 |
| No log | 1.1176 | 114 | 79.6735 | 0.0021 | 79.6735 | 8.9260 |
| No log | 1.1373 | 116 | 74.9982 | 0.0011 | 74.9982 | 8.6602 |
| No log | 1.1569 | 118 | 75.4131 | 0.0 | 75.4131 | 8.6841 |
| No log | 1.1765 | 120 | 73.4708 | 0.0 | 73.4708 | 8.5715 |
| No log | 1.1961 | 122 | 74.0465 | 0.0011 | 74.0465 | 8.6050 |
| No log | 1.2157 | 124 | 73.9909 | 0.0011 | 73.9909 | 8.6018 |
| No log | 1.2353 | 126 | 71.5046 | 0.0 | 71.5046 | 8.4560 |
| No log | 1.2549 | 128 | 71.1468 | 0.0 | 71.1468 | 8.4349 |
| No log | 1.2745 | 130 | 70.1609 | 0.0293 | 70.1609 | 8.3762 |
| No log | 1.2941 | 132 | 69.9329 | 0.0288 | 69.9329 | 8.3626 |
| No log | 1.3137 | 134 | 70.1483 | 0.0294 | 70.1483 | 8.3755 |
| No log | 1.3333 | 136 | 68.4454 | 0.0133 | 68.4453 | 8.2732 |
| No log | 1.3529 | 138 | 67.4295 | 0.0025 | 67.4295 | 8.2115 |
| No log | 1.3725 | 140 | 66.7555 | 0.0025 | 66.7555 | 8.1704 |
| No log | 1.3922 | 142 | 66.2541 | 0.0025 | 66.2541 | 8.1397 |
| No log | 1.4118 | 144 | 66.4294 | 0.0025 | 66.4294 | 8.1504 |
| No log | 1.4314 | 146 | 65.1398 | 0.0025 | 65.1398 | 8.0709 |
| No log | 1.4510 | 148 | 64.2825 | 0.0015 | 64.2825 | 8.0176 |
| No log | 1.4706 | 150 | 63.8261 | 0.0015 | 63.8261 | 7.9891 |
| No log | 1.4902 | 152 | 63.1127 | 0.0013 | 63.1127 | 7.9444 |
| No log | 1.5098 | 154 | 62.5694 | 0.0013 | 62.5693 | 7.9101 |
| No log | 1.5294 | 156 | 62.0271 | 0.0013 | 62.0271 | 7.8757 |
| No log | 1.5490 | 158 | 61.4849 | 0.0 | 61.4848 | 7.8412 |
| No log | 1.5686 | 160 | 60.9940 | 0.0 | 60.9940 | 7.8099 |
| No log | 1.5882 | 162 | 60.4775 | 0.0 | 60.4775 | 7.7767 |
| No log | 1.6078 | 164 | 59.9764 | 0.0 | 59.9764 | 7.7444 |
| No log | 1.6275 | 166 | 59.4644 | 0.0 | 59.4644 | 7.7113 |
| No log | 1.6471 | 168 | 59.0578 | 0.0 | 59.0578 | 7.6849 |
| No log | 1.6667 | 170 | 58.8455 | 0.0145 | 58.8455 | 7.6711 |
| No log | 1.6863 | 172 | 58.1519 | 0.0173 | 58.1519 | 7.6257 |
| No log | 1.7059 | 174 | 57.5507 | 0.0058 | 57.5507 | 7.5862 |
| No log | 1.7255 | 176 | 57.4835 | 0.0032 | 57.4835 | 7.5818 |
| No log | 1.7451 | 178 | 56.6543 | 0.0032 | 56.6543 | 7.5269 |
| No log | 1.7647 | 180 | 56.4516 | 0.0032 | 56.4516 | 7.5134 |
| No log | 1.7843 | 182 | 56.6864 | 0.0094 | 56.6864 | 7.5290 |
| No log | 1.8039 | 184 | 55.8256 | 0.0032 | 55.8256 | 7.4717 |
| No log | 1.8235 | 186 | 54.9409 | 0.0032 | 54.9409 | 7.4122 |
| No log | 1.8431 | 188 | 54.7939 | 0.0032 | 54.7939 | 7.4023 |
| No log | 1.8627 | 190 | 54.2785 | 0.0032 | 54.2785 | 7.3674 |
| No log | 1.8824 | 192 | 53.6925 | 0.0030 | 53.6925 | 7.3275 |
| No log | 1.9020 | 194 | 53.6044 | 0.0128 | 53.6044 | 7.3215 |
| No log | 1.9216 | 196 | 53.1642 | 0.0142 | 53.1642 | 7.2914 |
| No log | 1.9412 | 198 | 52.5342 | 0.0124 | 52.5342 | 7.2480 |
| No log | 1.9608 | 200 | 51.9328 | 0.0057 | 51.9328 | 7.2064 |
| No log | 1.9804 | 202 | 51.5293 | 0.0030 | 51.5293 | 7.1784 |
| No log | 2.0 | 204 | 50.9781 | 0.0030 | 50.9781 | 7.1399 |
| No log | 2.0196 | 206 | 50.3126 | 0.0125 | 50.3126 | 7.0931 |
| No log | 2.0392 | 208 | 49.7554 | 0.0165 | 49.7554 | 7.0538 |
| No log | 2.0588 | 210 | 49.2272 | 0.0188 | 49.2272 | 7.0162 |
| No log | 2.0784 | 212 | 48.9731 | 0.0430 | 48.9731 | 6.9981 |
| No log | 2.0980 | 214 | 48.9824 | 0.0993 | 48.9824 | 6.9987 |
| No log | 2.1176 | 216 | 48.3769 | 0.1454 | 48.3769 | 6.9553 |
| No log | 2.1373 | 218 | 47.2545 | 0.1374 | 47.2545 | 6.8742 |
| No log | 2.1569 | 220 | 47.3929 | 0.1055 | 47.3929 | 6.8842 |
| No log | 2.1765 | 222 | 46.4614 | 0.1890 | 46.4614 | 6.8163 |
| No log | 2.1961 | 224 | 46.4315 | 0.1986 | 46.4315 | 6.8141 |
| No log | 2.2157 | 226 | 45.9559 | 0.1975 | 45.9559 | 6.7791 |
| No log | 2.2353 | 228 | 45.9791 | 0.2188 | 45.9791 | 6.7808 |
| No log | 2.2549 | 230 | 47.9334 | 0.2516 | 47.9334 | 6.9234 |
| No log | 2.2745 | 232 | 44.5388 | 0.2184 | 44.5388 | 6.6737 |
| No log | 2.2941 | 234 | 44.3473 | 0.1498 | 44.3473 | 6.6594 |
| No log | 2.3137 | 236 | 43.9729 | 0.1255 | 43.9729 | 6.6312 |
| No log | 2.3333 | 238 | 43.3798 | 0.1729 | 43.3798 | 6.5863 |
| No log | 2.3529 | 240 | 43.5223 | 0.1986 | 43.5223 | 6.5971 |
| No log | 2.3725 | 242 | 42.9064 | 0.1585 | 42.9064 | 6.5503 |
| No log | 2.3922 | 244 | 42.5797 | 0.1178 | 42.5797 | 6.5253 |
| No log | 2.4118 | 246 | 42.1789 | 0.1175 | 42.1789 | 6.4945 |
| No log | 2.4314 | 248 | 41.8406 | 0.2147 | 41.8406 | 6.4684 |
| No log | 2.4510 | 250 | 42.1537 | 0.2458 | 42.1537 | 6.4926 |
| No log | 2.4706 | 252 | 40.8182 | 0.1936 | 40.8182 | 6.3889 |
| No log | 2.4902 | 254 | 40.9089 | 0.1257 | 40.9089 | 6.3960 |
| No log | 2.5098 | 256 | 40.5012 | 0.1306 | 40.5012 | 6.3641 |
| No log | 2.5294 | 258 | 40.6089 | 0.1906 | 40.6089 | 6.3725 |
| No log | 2.5490 | 260 | 40.1300 | 0.1892 | 40.1300 | 6.3348 |
| No log | 2.5686 | 262 | 39.4626 | 0.1802 | 39.4626 | 6.2819 |
| No log | 2.5882 | 264 | 39.2280 | 0.2169 | 39.2280 | 6.2632 |
| No log | 2.6078 | 266 | 38.8399 | 0.2048 | 38.8399 | 6.2322 |
| No log | 2.6275 | 268 | 39.5531 | 0.1303 | 39.5531 | 6.2891 |
| No log | 2.6471 | 270 | 38.3237 | 0.2041 | 38.3237 | 6.1906 |
| No log | 2.6667 | 272 | 42.0647 | 0.3133 | 42.0647 | 6.4857 |
| No log | 2.6863 | 274 | 42.0354 | 0.3148 | 42.0354 | 6.4835 |
| No log | 2.7059 | 276 | 37.6918 | 0.2162 | 37.6918 | 6.1394 |
| No log | 2.7255 | 278 | 39.8213 | 0.0632 | 39.8213 | 6.3104 |
| No log | 2.7451 | 280 | 40.1426 | 0.0248 | 40.1426 | 6.3358 |
| No log | 2.7647 | 282 | 39.9649 | 0.0199 | 39.9650 | 6.3218 |
| No log | 2.7843 | 284 | 39.6027 | 0.0468 | 39.6027 | 6.2931 |
| No log | 2.8039 | 286 | 39.1487 | 0.0578 | 39.1487 | 6.2569 |
| No log | 2.8235 | 288 | 38.2551 | 0.0932 | 38.2551 | 6.1851 |
| No log | 2.8431 | 290 | 37.3631 | 0.1354 | 37.3631 | 6.1125 |
| No log | 2.8627 | 292 | 36.4090 | 0.2167 | 36.4090 | 6.0340 |
| No log | 2.8824 | 294 | 36.6414 | 0.2168 | 36.6414 | 6.0532 |
| No log | 2.9020 | 296 | 38.1775 | 0.1527 | 38.1775 | 6.1788 |
| No log | 2.9216 | 298 | 36.9160 | 0.1130 | 36.9160 | 6.0759 |
| No log | 2.9412 | 300 | 37.2120 | 0.0988 | 37.2120 | 6.1002 |
| No log | 2.9608 | 302 | 37.0887 | 0.0897 | 37.0887 | 6.0900 |
| No log | 2.9804 | 304 | 36.6353 | 0.0901 | 36.6353 | 6.0527 |
| No log | 3.0 | 306 | 36.3381 | 0.0981 | 36.3381 | 6.0281 |
| No log | 3.0196 | 308 | 35.0646 | 0.2016 | 35.0646 | 5.9215 |
| No log | 3.0392 | 310 | 34.4793 | 0.2564 | 34.4794 | 5.8719 |
| No log | 3.0588 | 312 | 34.4105 | 0.2488 | 34.4105 | 5.8660 |
| No log | 3.0784 | 314 | 33.7370 | 0.2457 | 33.7370 | 5.8084 |
| No log | 3.0980 | 316 | 34.0549 | 0.1742 | 34.0549 | 5.8357 |
| No log | 3.1176 | 318 | 35.0673 | 0.0879 | 35.0673 | 5.9218 |
| No log | 3.1373 | 320 | 34.2427 | 0.1197 | 34.2427 | 5.8517 |
| No log | 3.1569 | 322 | 34.1115 | 0.2265 | 34.1115 | 5.8405 |
| No log | 3.1765 | 324 | 33.4779 | 0.2359 | 33.4779 | 5.7860 |
| No log | 3.1961 | 326 | 33.2187 | 0.1470 | 33.2187 | 5.7636 |
| No log | 3.2157 | 328 | 33.5293 | 0.1250 | 33.5293 | 5.7904 |
| No log | 3.2353 | 330 | 33.1262 | 0.1473 | 33.1262 | 5.7555 |
| No log | 3.2549 | 332 | 32.0474 | 0.2108 | 32.0474 | 5.6610 |
| No log | 3.2745 | 334 | 31.5279 | 0.2649 | 31.5279 | 5.6150 |
| No log | 3.2941 | 336 | 31.4979 | 0.2793 | 31.4979 | 5.6123 |
| No log | 3.3137 | 338 | 31.7538 | 0.2654 | 31.7538 | 5.6350 |
| No log | 3.3333 | 340 | 32.0429 | 0.2938 | 32.0429 | 5.6606 |
| No log | 3.3529 | 342 | 32.1436 | 0.2833 | 32.1436 | 5.6695 |
| No log | 3.3725 | 344 | 32.1382 | 0.2533 | 32.1382 | 5.6691 |
| No log | 3.3922 | 346 | 31.8715 | 0.2634 | 31.8715 | 5.6455 |
| No log | 3.4118 | 348 | 31.6505 | 0.2611 | 31.6505 | 5.6259 |
| No log | 3.4314 | 350 | 31.4978 | 0.2476 | 31.4978 | 5.6123 |
| No log | 3.4510 | 352 | 31.2903 | 0.2384 | 31.2903 | 5.5938 |
| No log | 3.4706 | 354 | 30.9176 | 0.2502 | 30.9176 | 5.5604 |
| No log | 3.4902 | 356 | 30.4851 | 0.2642 | 30.4851 | 5.5213 |
| No log | 3.5098 | 358 | 29.7615 | 0.2991 | 29.7615 | 5.4554 |
| No log | 3.5294 | 360 | 29.4234 | 0.3126 | 29.4234 | 5.4243 |
| No log | 3.5490 | 362 | 29.0604 | 0.3264 | 29.0604 | 5.3908 |
| No log | 3.5686 | 364 | 28.6507 | 0.3705 | 28.6507 | 5.3526 |
| No log | 3.5882 | 366 | 28.6714 | 0.3946 | 28.6714 | 5.3546 |
| No log | 3.6078 | 368 | 28.2905 | 0.3574 | 28.2905 | 5.3189 |
| No log | 3.6275 | 370 | 28.7737 | 0.2821 | 28.7737 | 5.3641 |
| No log | 3.6471 | 372 | 28.6158 | 0.2842 | 28.6158 | 5.3494 |
| No log | 3.6667 | 374 | 27.9609 | 0.3387 | 27.9609 | 5.2878 |
| No log | 3.6863 | 376 | 27.7532 | 0.3787 | 27.7532 | 5.2681 |
| No log | 3.7059 | 378 | 28.7324 | 0.4306 | 28.7324 | 5.3603 |
| No log | 3.7255 | 380 | 27.5080 | 0.3829 | 27.5080 | 5.2448 |
| No log | 3.7451 | 382 | 28.2732 | 0.2467 | 28.2732 | 5.3173 |
| No log | 3.7647 | 384 | 28.3347 | 0.2346 | 28.3347 | 5.3230 |
| No log | 3.7843 | 386 | 27.1157 | 0.3256 | 27.1157 | 5.2073 |
| No log | 3.8039 | 388 | 26.9254 | 0.3660 | 26.9254 | 5.1890 |
| No log | 3.8235 | 390 | 26.7763 | 0.3762 | 26.7763 | 5.1746 |
| No log | 3.8431 | 392 | 26.8071 | 0.3972 | 26.8071 | 5.1776 |
| No log | 3.8627 | 394 | 26.8034 | 0.3660 | 26.8034 | 5.1772 |
| No log | 3.8824 | 396 | 26.9399 | 0.3536 | 26.9399 | 5.1904 |
| No log | 3.9020 | 398 | 26.7376 | 0.3784 | 26.7376 | 5.1708 |
| No log | 3.9216 | 400 | 27.1664 | 0.4316 | 27.1664 | 5.2121 |
| No log | 3.9412 | 402 | 27.5239 | 0.4398 | 27.5239 | 5.2463 |
| No log | 3.9608 | 404 | 26.7147 | 0.4205 | 26.7147 | 5.1686 |
| No log | 3.9804 | 406 | 26.7528 | 0.4224 | 26.7528 | 5.1723 |
| No log | 4.0 | 408 | 25.9224 | 0.3462 | 25.9224 | 5.0914 |
| No log | 4.0196 | 410 | 26.1748 | 0.3049 | 26.1748 | 5.1161 |
| No log | 4.0392 | 412 | 25.9160 | 0.3110 | 25.9160 | 5.0908 |
| No log | 4.0588 | 414 | 25.4768 | 0.4654 | 25.4768 | 5.0475 |
| No log | 4.0784 | 416 | 25.2510 | 0.4692 | 25.2510 | 5.0250 |
| No log | 4.0980 | 418 | 25.2083 | 0.4171 | 25.2083 | 5.0208 |
| No log | 4.1176 | 420 | 25.0234 | 0.4120 | 25.0234 | 5.0023 |
| No log | 4.1373 | 422 | 24.8359 | 0.4051 | 24.8359 | 4.9836 |
| No log | 4.1569 | 424 | 24.5526 | 0.4307 | 24.5526 | 4.9551 |
| No log | 4.1765 | 426 | 24.4481 | 0.4152 | 24.4481 | 4.9445 |
| No log | 4.1961 | 428 | 24.3741 | 0.4024 | 24.3741 | 4.9370 |
| No log | 4.2157 | 430 | 24.0920 | 0.4857 | 24.0920 | 4.9084 |
| No log | 4.2353 | 432 | 24.6070 | 0.5045 | 24.6070 | 4.9605 |
| No log | 4.2549 | 434 | 23.7350 | 0.4326 | 23.7350 | 4.8719 |
| No log | 4.2745 | 436 | 25.6366 | 0.2908 | 25.6366 | 5.0633 |
| No log | 4.2941 | 438 | 25.2173 | 0.3148 | 25.2173 | 5.0217 |
| No log | 4.3137 | 440 | 23.7336 | 0.4204 | 23.7336 | 4.8717 |
| No log | 4.3333 | 442 | 24.9282 | 0.5221 | 24.9282 | 4.9928 |
| No log | 4.3529 | 444 | 25.1389 | 0.5250 | 25.1389 | 5.0139 |
| No log | 4.3725 | 446 | 23.5804 | 0.4904 | 23.5804 | 4.8560 |
| No log | 4.3922 | 448 | 23.5718 | 0.4202 | 23.5718 | 4.8551 |
| No log | 4.4118 | 450 | 23.4965 | 0.4293 | 23.4965 | 4.8473 |
| No log | 4.4314 | 452 | 23.5478 | 0.4819 | 23.5478 | 4.8526 |
| No log | 4.4510 | 454 | 23.6953 | 0.4981 | 23.6953 | 4.8678 |
| No log | 4.4706 | 456 | 26.5569 | 0.5325 | 26.5569 | 5.1533 |
| No log | 4.4902 | 458 | 27.2867 | 0.5298 | 27.2867 | 5.2237 |
| No log | 4.5098 | 460 | 23.2219 | 0.5006 | 23.2219 | 4.8189 |
| No log | 4.5294 | 462 | 23.2826 | 0.3928 | 23.2826 | 4.8252 |
| No log | 4.5490 | 464 | 23.3059 | 0.3835 | 23.3059 | 4.8276 |
| No log | 4.5686 | 466 | 23.5210 | 0.3655 | 23.5210 | 4.8499 |
| No log | 4.5882 | 468 | 23.0580 | 0.3862 | 23.0580 | 4.8019 |
| No log | 4.6078 | 470 | 22.9175 | 0.3936 | 22.9175 | 4.7872 |
| No log | 4.6275 | 472 | 22.8701 | 0.3933 | 22.8701 | 4.7823 |
| No log | 4.6471 | 474 | 23.0865 | 0.3759 | 23.0865 | 4.8048 |
| No log | 4.6667 | 476 | 22.9568 | 0.3786 | 22.9568 | 4.7913 |
| No log | 4.6863 | 478 | 22.3202 | 0.4227 | 22.3202 | 4.7244 |
| No log | 4.7059 | 480 | 21.8950 | 0.4549 | 21.8950 | 4.6792 |
| No log | 4.7255 | 482 | 21.8437 | 0.4981 | 21.8437 | 4.6737 |
| No log | 4.7451 | 484 | 21.8009 | 0.5066 | 21.8009 | 4.6691 |
| No log | 4.7647 | 486 | 21.3710 | 0.4653 | 21.3710 | 4.6229 |
| No log | 4.7843 | 488 | 21.9254 | 0.4070 | 21.9254 | 4.6825 |
| No log | 4.8039 | 490 | 22.0161 | 0.4018 | 22.0161 | 4.6921 |
| No log | 4.8235 | 492 | 21.3578 | 0.4701 | 21.3578 | 4.6214 |
| No log | 4.8431 | 494 | 21.7215 | 0.5079 | 21.7215 | 4.6606 |
| No log | 4.8627 | 496 | 21.9015 | 0.5102 | 21.9015 | 4.6799 |
| No log | 4.8824 | 498 | 21.5107 | 0.4470 | 21.5107 | 4.6380 |
| 64.101 | 4.9020 | 500 | 22.1579 | 0.3877 | 22.1579 | 4.7072 |
| 64.101 | 4.9216 | 502 | 21.5968 | 0.4215 | 21.5968 | 4.6472 |
| 64.101 | 4.9412 | 504 | 21.4322 | 0.5139 | 21.4322 | 4.6295 |
| 64.101 | 4.9608 | 506 | 21.8965 | 0.5561 | 21.8965 | 4.6794 |
| 64.101 | 4.9804 | 508 | 21.0340 | 0.5710 | 21.0340 | 4.5863 |
| 64.101 | 5.0 | 510 | 20.7519 | 0.5576 | 20.7519 | 4.5554 |
| 64.101 | 5.0196 | 512 | 20.5401 | 0.5517 | 20.5401 | 4.5321 |
| 64.101 | 5.0392 | 514 | 20.5971 | 0.5656 | 20.5971 | 4.5384 |
| 64.101 | 5.0588 | 516 | 20.6952 | 0.5694 | 20.6952 | 4.5492 |
| 64.101 | 5.0784 | 518 | 20.3394 | 0.5308 | 20.3394 | 4.5099 |
| 64.101 | 5.0980 | 520 | 21.3464 | 0.4536 | 21.3465 | 4.6202 |
| 64.101 | 5.1176 | 522 | 21.5292 | 0.4380 | 21.5292 | 4.6400 |
| 64.101 | 5.1373 | 524 | 20.5248 | 0.4974 | 20.5248 | 4.5304 |
| 64.101 | 5.1569 | 526 | 20.0673 | 0.5602 | 20.0673 | 4.4797 |
| 64.101 | 5.1765 | 528 | 20.7308 | 0.5855 | 20.7308 | 4.5531 |
| 64.101 | 5.1961 | 530 | 20.3928 | 0.5821 | 20.3928 | 4.5158 |
| 64.101 | 5.2157 | 532 | 19.9389 | 0.5693 | 19.9389 | 4.4653 |
| 64.101 | 5.2353 | 534 | 19.6806 | 0.5643 | 19.6806 | 4.4363 |
| 64.101 | 5.2549 | 536 | 19.5337 | 0.5360 | 19.5337 | 4.4197 |
| 64.101 | 5.2745 | 538 | 20.3685 | 0.4528 | 20.3685 | 4.5132 |
| 64.101 | 5.2941 | 540 | 21.2433 | 0.4038 | 21.2433 | 4.6090 |
| 64.101 | 5.3137 | 542 | 20.1892 | 0.4636 | 20.1892 | 4.4932 |
| 64.101 | 5.3333 | 544 | 19.3700 | 0.5421 | 19.3700 | 4.4011 |
| 64.101 | 5.3529 | 546 | 19.5741 | 0.5652 | 19.5741 | 4.4243 |
| 64.101 | 5.3725 | 548 | 19.5119 | 0.5544 | 19.5119 | 4.4172 |
| 64.101 | 5.3922 | 550 | 19.5433 | 0.5534 | 19.5433 | 4.4208 |
| 64.101 | 5.4118 | 552 | 19.6231 | 0.5144 | 19.6231 | 4.4298 |
| 64.101 | 5.4314 | 554 | 19.6593 | 0.5002 | 19.6593 | 4.4339 |
| 64.101 | 5.4510 | 556 | 19.3717 | 0.5193 | 19.3717 | 4.4013 |
| 64.101 | 5.4706 | 558 | 19.1597 | 0.5607 | 19.1597 | 4.3772 |
| 64.101 | 5.4902 | 560 | 19.2982 | 0.5785 | 19.2982 | 4.3930 |
| 64.101 | 5.5098 | 562 | 19.0640 | 0.5569 | 19.0640 | 4.3662 |
| 64.101 | 5.5294 | 564 | 19.1271 | 0.5347 | 19.1271 | 4.3735 |
| 64.101 | 5.5490 | 566 | 19.1390 | 0.5369 | 19.1390 | 4.3748 |
| 64.101 | 5.5686 | 568 | 19.2081 | 0.5754 | 19.2081 | 4.3827 |
| 64.101 | 5.5882 | 570 | 19.1257 | 0.5860 | 19.1257 | 4.3733 |
| 64.101 | 5.6078 | 572 | 18.6318 | 0.5759 | 18.6318 | 4.3165 |
| 64.101 | 5.6275 | 574 | 18.4873 | 0.5337 | 18.4873 | 4.2997 |
| 64.101 | 5.6471 | 576 | 18.7367 | 0.4988 | 18.7367 | 4.3286 |
| 64.101 | 5.6667 | 578 | 18.2183 | 0.5289 | 18.2183 | 4.2683 |
| 64.101 | 5.6863 | 580 | 18.0209 | 0.5461 | 18.0209 | 4.2451 |
| 64.101 | 5.7059 | 582 | 17.9690 | 0.5441 | 17.9690 | 4.2390 |
| 64.101 | 5.7255 | 584 | 17.7086 | 0.5502 | 17.7086 | 4.2082 |
| 64.101 | 5.7451 | 586 | 17.6129 | 0.5359 | 17.6129 | 4.1968 |
| 64.101 | 5.7647 | 588 | 17.5124 | 0.5299 | 17.5124 | 4.1848 |
| 64.101 | 5.7843 | 590 | 17.2317 | 0.5575 | 17.2317 | 4.1511 |
| 64.101 | 5.8039 | 592 | 18.2115 | 0.5849 | 18.2115 | 4.2675 |
| 64.101 | 5.8235 | 594 | 17.3758 | 0.5821 | 17.3758 | 4.1684 |
| 64.101 | 5.8431 | 596 | 17.3332 | 0.5133 | 17.3332 | 4.1633 |
| 64.101 | 5.8627 | 598 | 18.2036 | 0.4578 | 18.2036 | 4.2666 |
| 64.101 | 5.8824 | 600 | 17.7025 | 0.4902 | 17.7025 | 4.2074 |
| 64.101 | 5.9020 | 602 | 17.8930 | 0.4891 | 17.8930 | 4.2300 |
| 64.101 | 5.9216 | 604 | 17.4192 | 0.6144 | 17.4192 | 4.1736 |
| 64.101 | 5.9412 | 606 | 17.7196 | 0.6221 | 17.7196 | 4.2095 |
| 64.101 | 5.9608 | 608 | 17.9066 | 0.6337 | 17.9066 | 4.2316 |
| 64.101 | 5.9804 | 610 | 18.3640 | 0.6699 | 18.3640 | 4.2853 |
| 64.101 | 6.0 | 612 | 22.0755 | 0.6548 | 22.0755 | 4.6985 |
| 64.101 | 6.0196 | 614 | 21.7821 | 0.6537 | 21.7821 | 4.6671 |
| 64.101 | 6.0392 | 616 | 17.6923 | 0.6751 | 17.6923 | 4.2062 |
| 64.101 | 6.0588 | 618 | 17.6201 | 0.6001 | 17.6201 | 4.1976 |
| 64.101 | 6.0784 | 620 | 18.8455 | 0.5170 | 18.8455 | 4.3411 |
| 64.101 | 6.0980 | 622 | 19.6459 | 0.4788 | 19.6459 | 4.4324 |
| 64.101 | 6.1176 | 624 | 18.4506 | 0.5200 | 18.4506 | 4.2954 |
| 64.101 | 6.1373 | 626 | 16.5022 | 0.6218 | 16.5022 | 4.0623 |
| 64.101 | 6.1569 | 628 | 16.7371 | 0.6571 | 16.7371 | 4.0911 |
| 64.101 | 6.1765 | 630 | 16.6537 | 0.6582 | 16.6537 | 4.0809 |
| 64.101 | 6.1961 | 632 | 16.1572 | 0.6335 | 16.1572 | 4.0196 |
| 64.101 | 6.2157 | 634 | 16.8960 | 0.5872 | 16.8960 | 4.1105 |
| 64.101 | 6.2353 | 636 | 17.1256 | 0.5702 | 17.1256 | 4.1383 |
| 64.101 | 6.2549 | 638 | 17.0257 | 0.5813 | 17.0257 | 4.1262 |
| 64.101 | 6.2745 | 640 | 16.3952 | 0.6127 | 16.3952 | 4.0491 |
| 64.101 | 6.2941 | 642 | 15.8976 | 0.6426 | 15.8976 | 3.9872 |
| 64.101 | 6.3137 | 644 | 15.7783 | 0.6563 | 15.7782 | 3.9722 |
| 64.101 | 6.3333 | 646 | 15.8670 | 0.6557 | 15.8670 | 3.9833 |
| 64.101 | 6.3529 | 648 | 15.5596 | 0.6409 | 15.5596 | 3.9446 |
| 64.101 | 6.3725 | 650 | 15.8492 | 0.6041 | 15.8492 | 3.9811 |
| 64.101 | 6.3922 | 652 | 15.6553 | 0.6191 | 15.6553 | 3.9567 |
| 64.101 | 6.4118 | 654 | 15.6592 | 0.6326 | 15.6592 | 3.9572 |
| 64.101 | 6.4314 | 656 | 16.0171 | 0.6243 | 16.0171 | 4.0021 |
| 64.101 | 6.4510 | 658 | 16.2293 | 0.6392 | 16.2293 | 4.0286 |
| 64.101 | 6.4706 | 660 | 16.5362 | 0.6203 | 16.5362 | 4.0665 |
| 64.101 | 6.4902 | 662 | 16.4903 | 0.6191 | 16.4903 | 4.0608 |
| 64.101 | 6.5098 | 664 | 16.7983 | 0.5843 | 16.7983 | 4.0986 |
| 64.101 | 6.5294 | 666 | 17.1311 | 0.5552 | 17.1311 | 4.1390 |
| 64.101 | 6.5490 | 668 | 16.3295 | 0.5777 | 16.3295 | 4.0410 |
| 64.101 | 6.5686 | 670 | 15.0954 | 0.6377 | 15.0954 | 3.8853 |
| 64.101 | 6.5882 | 672 | 15.2643 | 0.6420 | 15.2643 | 3.9070 |
| 64.101 | 6.6078 | 674 | 15.1090 | 0.6202 | 15.1090 | 3.8870 |
| 64.101 | 6.6275 | 676 | 16.0876 | 0.5630 | 16.0876 | 4.0109 |
| 64.101 | 6.6471 | 678 | 17.6616 | 0.4922 | 17.6616 | 4.2026 |
| 64.101 | 6.6667 | 680 | 18.2484 | 0.4744 | 18.2484 | 4.2718 |
| 64.101 | 6.6863 | 682 | 16.4559 | 0.5421 | 16.4559 | 4.0566 |
| 64.101 | 6.7059 | 684 | 14.8619 | 0.6381 | 14.8619 | 3.8551 |
| 64.101 | 6.7255 | 686 | 16.4565 | 0.6612 | 16.4565 | 4.0567 |
| 64.101 | 6.7451 | 688 | 20.4857 | 0.6252 | 20.4857 | 4.5261 |
| 64.101 | 6.7647 | 690 | 18.8124 | 0.6382 | 18.8124 | 4.3373 |
| 64.101 | 6.7843 | 692 | 15.1096 | 0.6590 | 15.1096 | 3.8871 |
| 64.101 | 6.8039 | 694 | 14.7323 | 0.6287 | 14.7323 | 3.8383 |
| 64.101 | 6.8235 | 696 | 16.1222 | 0.5584 | 16.1222 | 4.0152 |
| 64.101 | 6.8431 | 698 | 16.2345 | 0.5556 | 16.2345 | 4.0292 |
| 64.101 | 6.8627 | 700 | 15.4790 | 0.5762 | 15.4790 | 3.9343 |
| 64.101 | 6.8824 | 702 | 14.8340 | 0.6185 | 14.8340 | 3.8515 |
| 64.101 | 6.9020 | 704 | 14.6022 | 0.6476 | 14.6023 | 3.8213 |
| 64.101 | 6.9216 | 706 | 14.6992 | 0.6511 | 14.6992 | 3.8340 |
| 64.101 | 6.9412 | 708 | 14.6880 | 0.6503 | 14.6880 | 3.8325 |
| 64.101 | 6.9608 | 710 | 14.6512 | 0.6587 | 14.6512 | 3.8277 |
| 64.101 | 6.9804 | 712 | 14.4161 | 0.6460 | 14.4161 | 3.7968 |
| 64.101 | 7.0 | 714 | 14.7626 | 0.5986 | 14.7626 | 3.8422 |
| 64.101 | 7.0196 | 716 | 15.1858 | 0.5809 | 15.1858 | 3.8969 |
| 64.101 | 7.0392 | 718 | 15.2060 | 0.5763 | 15.2060 | 3.8995 |
| 64.101 | 7.0588 | 720 | 14.5643 | 0.6101 | 14.5643 | 3.8163 |
| 64.101 | 7.0784 | 722 | 14.2896 | 0.6324 | 14.2896 | 3.7802 |
| 64.101 | 7.0980 | 724 | 14.3363 | 0.6583 | 14.3363 | 3.7863 |
| 64.101 | 7.1176 | 726 | 14.3828 | 0.6464 | 14.3828 | 3.7925 |
| 64.101 | 7.1373 | 728 | 15.4731 | 0.5986 | 15.4731 | 3.9336 |
| 64.101 | 7.1569 | 730 | 16.2102 | 0.6176 | 16.2102 | 4.0262 |
| 64.101 | 7.1765 | 732 | 15.3271 | 0.6560 | 15.3271 | 3.9150 |
| 64.101 | 7.1961 | 734 | 14.3795 | 0.7001 | 14.3795 | 3.7920 |
| 64.101 | 7.2157 | 736 | 14.4786 | 0.7110 | 14.4786 | 3.8051 |
| 64.101 | 7.2353 | 738 | 14.3672 | 0.7004 | 14.3672 | 3.7904 |
| 64.101 | 7.2549 | 740 | 14.3667 | 0.6817 | 14.3667 | 3.7903 |
| 64.101 | 7.2745 | 742 | 15.5526 | 0.6231 | 15.5526 | 3.9437 |
| 64.101 | 7.2941 | 744 | 15.2831 | 0.6402 | 15.2831 | 3.9094 |
| 64.101 | 7.3137 | 746 | 14.6466 | 0.6639 | 14.6466 | 3.8271 |
| 64.101 | 7.3333 | 748 | 14.2465 | 0.7002 | 14.2465 | 3.7745 |
| 64.101 | 7.3529 | 750 | 14.4061 | 0.7011 | 14.4061 | 3.7955 |
| 64.101 | 7.3725 | 752 | 14.4936 | 0.6967 | 14.4936 | 3.8070 |
| 64.101 | 7.3922 | 754 | 14.7824 | 0.6725 | 14.7824 | 3.8448 |
| 64.101 | 7.4118 | 756 | 16.2261 | 0.6199 | 16.2261 | 4.0282 |
| 64.101 | 7.4314 | 758 | 17.1949 | 0.5817 | 17.1949 | 4.1467 |
| 64.101 | 7.4510 | 760 | 17.1275 | 0.5883 | 17.1275 | 4.1385 |
| 64.101 | 7.4706 | 762 | 15.9129 | 0.6365 | 15.9129 | 3.9891 |
| 64.101 | 7.4902 | 764 | 14.5551 | 0.7083 | 14.5551 | 3.8151 |
| 64.101 | 7.5098 | 766 | 15.1730 | 0.7079 | 15.1730 | 3.8953 |
| 64.101 | 7.5294 | 768 | 14.5639 | 0.7109 | 14.5639 | 3.8163 |
| 64.101 | 7.5490 | 770 | 14.7555 | 0.6843 | 14.7555 | 3.8413 |
| 64.101 | 7.5686 | 772 | 16.1631 | 0.6273 | 16.1631 | 4.0203 |
| 64.101 | 7.5882 | 774 | 16.6612 | 0.5971 | 16.6612 | 4.0818 |
| 64.101 | 7.6078 | 776 | 15.5412 | 0.6382 | 15.5412 | 3.9422 |
| 64.101 | 7.6275 | 778 | 13.9779 | 0.6941 | 13.9779 | 3.7387 |
| 64.101 | 7.6471 | 780 | 14.9744 | 0.6914 | 14.9744 | 3.8697 |
| 64.101 | 7.6667 | 782 | 14.9661 | 0.6904 | 14.9661 | 3.8686 |
| 64.101 | 7.6863 | 784 | 13.9140 | 0.6931 | 13.9140 | 3.7301 |
| 64.101 | 7.7059 | 786 | 14.0964 | 0.6728 | 14.0964 | 3.7545 |
| 64.101 | 7.7255 | 788 | 14.3434 | 0.6591 | 14.3434 | 3.7873 |
| 64.101 | 7.7451 | 790 | 15.7060 | 0.6117 | 15.7060 | 3.9631 |
| 64.101 | 7.7647 | 792 | 15.3500 | 0.6341 | 15.3500 | 3.9179 |
| 64.101 | 7.7843 | 794 | 14.1745 | 0.6810 | 14.1745 | 3.7649 |
| 64.101 | 7.8039 | 796 | 14.1227 | 0.7063 | 14.1227 | 3.7580 |
| 64.101 | 7.8235 | 798 | 14.1006 | 0.7044 | 14.1006 | 3.7551 |
| 64.101 | 7.8431 | 800 | 14.0466 | 0.6838 | 14.0466 | 3.7479 |
| 64.101 | 7.8627 | 802 | 15.5208 | 0.6215 | 15.5208 | 3.9396 |
| 64.101 | 7.8824 | 804 | 15.9422 | 0.6231 | 15.9422 | 3.9928 |
| 64.101 | 7.9020 | 806 | 14.8080 | 0.6698 | 14.8080 | 3.8481 |
| 64.101 | 7.9216 | 808 | 14.4543 | 0.6963 | 14.4543 | 3.8019 |
| 64.101 | 7.9412 | 810 | 14.6471 | 0.7087 | 14.6471 | 3.8271 |
| 64.101 | 7.9608 | 812 | 14.1815 | 0.7093 | 14.1815 | 3.7658 |
| 64.101 | 7.9804 | 814 | 14.3656 | 0.6718 | 14.3656 | 3.7902 |
| 64.101 | 8.0 | 816 | 15.1895 | 0.6417 | 15.1895 | 3.8974 |
| 64.101 | 8.0196 | 818 | 15.8129 | 0.6367 | 15.8129 | 3.9765 |
| 64.101 | 8.0392 | 820 | 15.4950 | 0.6549 | 15.4950 | 3.9364 |
| 64.101 | 8.0588 | 822 | 14.6580 | 0.6963 | 14.6580 | 3.8286 |
| 64.101 | 8.0784 | 824 | 14.4205 | 0.7110 | 14.4205 | 3.7974 |
| 64.101 | 8.0980 | 826 | 14.0330 | 0.7034 | 14.0330 | 3.7461 |
| 64.101 | 8.1176 | 828 | 13.7126 | 0.6902 | 13.7126 | 3.7031 |
| 64.101 | 8.1373 | 830 | 13.6214 | 0.6892 | 13.6215 | 3.6907 |
| 64.101 | 8.1569 | 832 | 13.8424 | 0.6637 | 13.8424 | 3.7205 |
| 64.101 | 8.1765 | 834 | 14.7478 | 0.6173 | 14.7478 | 3.8403 |
| 64.101 | 8.1961 | 836 | 15.3992 | 0.5918 | 15.3992 | 3.9242 |
| 64.101 | 8.2157 | 838 | 14.8320 | 0.6185 | 14.8320 | 3.8512 |
| 64.101 | 8.2353 | 840 | 14.1440 | 0.6456 | 14.1440 | 3.7609 |
| 64.101 | 8.2549 | 842 | 14.1610 | 0.6522 | 14.1610 | 3.7631 |
| 64.101 | 8.2745 | 844 | 14.7051 | 0.6495 | 14.7051 | 3.8347 |
| 64.101 | 8.2941 | 846 | 14.4386 | 0.6724 | 14.4386 | 3.7998 |
| 64.101 | 8.3137 | 848 | 14.6166 | 0.6846 | 14.6166 | 3.8232 |
| 64.101 | 8.3333 | 850 | 15.3604 | 0.6651 | 15.3604 | 3.9192 |
| 64.101 | 8.3529 | 852 | 16.7139 | 0.6083 | 16.7139 | 4.0883 |
| 64.101 | 8.3725 | 854 | 17.3761 | 0.5755 | 17.3761 | 4.1685 |
| 64.101 | 8.3922 | 856 | 17.0984 | 0.5865 | 17.0984 | 4.1350 |
| 64.101 | 8.4118 | 858 | 15.3889 | 0.6408 | 15.3889 | 3.9229 |
| 64.101 | 8.4314 | 860 | 13.7221 | 0.6958 | 13.7221 | 3.7043 |
| 64.101 | 8.4510 | 862 | 13.0147 | 0.7220 | 13.0147 | 3.6076 |
| 64.101 | 8.4706 | 864 | 13.8223 | 0.7151 | 13.8223 | 3.7178 |
| 64.101 | 8.4902 | 866 | 13.0988 | 0.7150 | 13.0988 | 3.6192 |
| 64.101 | 8.5098 | 868 | 12.8875 | 0.7070 | 12.8875 | 3.5899 |
| 64.101 | 8.5294 | 870 | 14.0805 | 0.6711 | 14.0805 | 3.7524 |
| 64.101 | 8.5490 | 872 | 13.9235 | 0.6761 | 13.9235 | 3.7314 |
| 64.101 | 8.5686 | 874 | 13.4609 | 0.7072 | 13.4609 | 3.6689 |
| 64.101 | 8.5882 | 876 | 13.1776 | 0.7219 | 13.1776 | 3.6301 |
| 64.101 | 8.6078 | 878 | 13.0934 | 0.7122 | 13.0934 | 3.6185 |
| 64.101 | 8.6275 | 880 | 13.3919 | 0.6814 | 13.3919 | 3.6595 |
| 64.101 | 8.6471 | 882 | 13.7765 | 0.6624 | 13.7765 | 3.7117 |
| 64.101 | 8.6667 | 884 | 13.8566 | 0.6555 | 13.8566 | 3.7224 |
| 64.101 | 8.6863 | 886 | 13.2593 | 0.6691 | 13.2593 | 3.6413 |
| 64.101 | 8.7059 | 888 | 12.5875 | 0.6933 | 12.5875 | 3.5479 |
| 64.101 | 8.7255 | 890 | 13.0389 | 0.6762 | 13.0389 | 3.6109 |
| 64.101 | 8.7451 | 892 | 12.9749 | 0.6851 | 12.9749 | 3.6021 |
| 64.101 | 8.7647 | 894 | 12.4394 | 0.7191 | 12.4394 | 3.5270 |
| 64.101 | 8.7843 | 896 | 12.6260 | 0.7231 | 12.6260 | 3.5533 |
| 64.101 | 8.8039 | 898 | 12.4361 | 0.7386 | 12.4361 | 3.5265 |
| 64.101 | 8.8235 | 900 | 13.0049 | 0.7293 | 13.0049 | 3.6062 |
| 64.101 | 8.8431 | 902 | 14.2440 | 0.6984 | 14.2440 | 3.7741 |
| 64.101 | 8.8627 | 904 | 15.0127 | 0.6785 | 15.0127 | 3.8746 |
| 64.101 | 8.8824 | 906 | 14.0726 | 0.7044 | 14.0726 | 3.7513 |
| 64.101 | 8.9020 | 908 | 13.2308 | 0.7337 | 13.2308 | 3.6374 |
| 64.101 | 8.9216 | 910 | 12.9154 | 0.7509 | 12.9154 | 3.5938 |
| 64.101 | 8.9412 | 912 | 13.2459 | 0.7455 | 13.2459 | 3.6395 |
| 64.101 | 8.9608 | 914 | 12.7883 | 0.7365 | 12.7883 | 3.5761 |
| 64.101 | 8.9804 | 916 | 13.4181 | 0.6971 | 13.4181 | 3.6631 |
| 64.101 | 9.0 | 918 | 14.2120 | 0.6675 | 14.2120 | 3.7699 |
| 64.101 | 9.0196 | 920 | 14.1182 | 0.6762 | 14.1182 | 3.7574 |
| 64.101 | 9.0392 | 922 | 14.1513 | 0.6752 | 14.1513 | 3.7618 |
| 64.101 | 9.0588 | 924 | 13.0364 | 0.7090 | 13.0364 | 3.6106 |
| 64.101 | 9.0784 | 926 | 12.7605 | 0.7263 | 12.7605 | 3.5722 |
| 64.101 | 9.0980 | 928 | 13.0116 | 0.7398 | 13.0116 | 3.6072 |
| 64.101 | 9.1176 | 930 | 13.0998 | 0.7384 | 13.0998 | 3.6194 |
| 64.101 | 9.1373 | 932 | 14.2110 | 0.6977 | 14.2110 | 3.7698 |
| 64.101 | 9.1569 | 934 | 16.3840 | 0.6394 | 16.3840 | 4.0477 |
| 64.101 | 9.1765 | 936 | 16.6204 | 0.6374 | 16.6204 | 4.0768 |
| 64.101 | 9.1961 | 938 | 15.9337 | 0.6669 | 15.9337 | 3.9917 |
| 64.101 | 9.2157 | 940 | 14.2522 | 0.7261 | 14.2522 | 3.7752 |
| 64.101 | 9.2353 | 942 | 13.7809 | 0.7438 | 13.7809 | 3.7123 |
| 64.101 | 9.2549 | 944 | 13.5470 | 0.7372 | 13.5470 | 3.6806 |
| 64.101 | 9.2745 | 946 | 13.2465 | 0.7318 | 13.2465 | 3.6396 |
| 64.101 | 9.2941 | 948 | 12.9959 | 0.7288 | 12.9959 | 3.6050 |
| 64.101 | 9.3137 | 950 | 13.2162 | 0.7043 | 13.2162 | 3.6354 |
| 64.101 | 9.3333 | 952 | 13.3387 | 0.6918 | 13.3387 | 3.6522 |
| 64.101 | 9.3529 | 954 | 13.6780 | 0.6794 | 13.6780 | 3.6984 |
| 64.101 | 9.3725 | 956 | 14.8389 | 0.6425 | 14.8389 | 3.8521 |
| 64.101 | 9.3922 | 958 | 14.6278 | 0.6624 | 14.6278 | 3.8246 |
| 64.101 | 9.4118 | 960 | 12.8816 | 0.7230 | 12.8816 | 3.5891 |
| 64.101 | 9.4314 | 962 | 13.6907 | 0.7430 | 13.6907 | 3.7001 |
| 64.101 | 9.4510 | 964 | 14.2090 | 0.7449 | 14.2090 | 3.7695 |
| 64.101 | 9.4706 | 966 | 13.5721 | 0.7457 | 13.5721 | 3.6840 |
| 64.101 | 9.4902 | 968 | 15.6883 | 0.6802 | 15.6883 | 3.9608 |
| 64.101 | 9.5098 | 970 | 16.7515 | 0.6368 | 16.7515 | 4.0929 |
| 64.101 | 9.5294 | 972 | 16.1087 | 0.6510 | 16.1087 | 4.0136 |
| 64.101 | 9.5490 | 974 | 14.3611 | 0.6957 | 14.3611 | 3.7896 |
| 64.101 | 9.5686 | 976 | 13.2201 | 0.7211 | 13.2201 | 3.6360 |
| 64.101 | 9.5882 | 978 | 12.7289 | 0.7322 | 12.7289 | 3.5678 |
| 64.101 | 9.6078 | 980 | 12.8896 | 0.7220 | 12.8896 | 3.5902 |
| 64.101 | 9.6275 | 982 | 12.8984 | 0.7113 | 12.8984 | 3.5914 |
| 64.101 | 9.6471 | 984 | 13.4192 | 0.6903 | 13.4192 | 3.6632 |
| 64.101 | 9.6667 | 986 | 14.0464 | 0.6842 | 14.0464 | 3.7478 |
| 64.101 | 9.6863 | 988 | 13.9758 | 0.6942 | 13.9758 | 3.7384 |
| 64.101 | 9.7059 | 990 | 12.9751 | 0.7345 | 12.9751 | 3.6021 |
| 64.101 | 9.7255 | 992 | 13.4787 | 0.7480 | 13.4787 | 3.6713 |
| 64.101 | 9.7451 | 994 | 14.3694 | 0.7343 | 14.3694 | 3.7907 |
| 64.101 | 9.7647 | 996 | 13.4798 | 0.7434 | 13.4798 | 3.6715 |
| 64.101 | 9.7843 | 998 | 12.5636 | 0.7345 | 12.5636 | 3.5445 |
| 13.2301 | 9.8039 | 1000 | 15.3427 | 0.6462 | 15.3427 | 3.9170 |
| 13.2301 | 9.8235 | 1002 | 17.7469 | 0.5767 | 17.7469 | 4.2127 |
| 13.2301 | 9.8431 | 1004 | 17.4133 | 0.5875 | 17.4133 | 4.1729 |
| 13.2301 | 9.8627 | 1006 | 14.6111 | 0.6658 | 14.6111 | 3.8225 |
| 13.2301 | 9.8824 | 1008 | 12.6069 | 0.7347 | 12.6069 | 3.5506 |
| 13.2301 | 9.9020 | 1010 | 12.6560 | 0.7428 | 12.6560 | 3.5575 |
| 13.2301 | 9.9216 | 1012 | 12.7763 | 0.7391 | 12.7763 | 3.5744 |
| 13.2301 | 9.9412 | 1014 | 13.2208 | 0.7230 | 13.2208 | 3.6360 |
| 13.2301 | 9.9608 | 1016 | 13.5123 | 0.7065 | 13.5123 | 3.6759 |
| 13.2301 | 9.9804 | 1018 | 14.1593 | 0.6806 | 14.1593 | 3.7629 |
| 13.2301 | 10.0 | 1020 | 13.4924 | 0.7021 | 13.4924 | 3.6732 |
| 13.2301 | 10.0196 | 1022 | 12.9405 | 0.7283 | 12.9405 | 3.5973 |
| 13.2301 | 10.0392 | 1024 | 12.6898 | 0.7464 | 12.6898 | 3.5623 |
| 13.2301 | 10.0588 | 1026 | 12.8754 | 0.7523 | 12.8754 | 3.5882 |
| 13.2301 | 10.0784 | 1028 | 12.7806 | 0.7492 | 12.7806 | 3.5750 |
| 13.2301 | 10.0980 | 1030 | 12.5498 | 0.7460 | 12.5498 | 3.5426 |
| 13.2301 | 10.1176 | 1032 | 12.6045 | 0.7333 | 12.6045 | 3.5503 |
| 13.2301 | 10.1373 | 1034 | 13.6080 | 0.7015 | 13.6080 | 3.6889 |
| 13.2301 | 10.1569 | 1036 | 14.1068 | 0.6783 | 14.1068 | 3.7559 |
| 13.2301 | 10.1765 | 1038 | 13.4348 | 0.6987 | 13.4348 | 3.6653 |
| 13.2301 | 10.1961 | 1040 | 12.5739 | 0.7215 | 12.5739 | 3.5460 |
| 13.2301 | 10.2157 | 1042 | 12.3711 | 0.7304 | 12.3711 | 3.5173 |
| 13.2301 | 10.2353 | 1044 | 12.2829 | 0.7431 | 12.2829 | 3.5047 |
| 13.2301 | 10.2549 | 1046 | 12.5055 | 0.7496 | 12.5055 | 3.5363 |
| 13.2301 | 10.2745 | 1048 | 12.4836 | 0.7535 | 12.4836 | 3.5332 |
| 13.2301 | 10.2941 | 1050 | 13.5974 | 0.7221 | 13.5974 | 3.6875 |
| 13.2301 | 10.3137 | 1052 | 15.1917 | 0.6825 | 15.1917 | 3.8977 |
| 13.2301 | 10.3333 | 1054 | 15.1338 | 0.6894 | 15.1338 | 3.8902 |
| 13.2301 | 10.3529 | 1056 | 13.7683 | 0.7285 | 13.7683 | 3.7106 |
| 13.2301 | 10.3725 | 1058 | 13.1933 | 0.7362 | 13.1933 | 3.6323 |
| 13.2301 | 10.3922 | 1060 | 13.2788 | 0.7220 | 13.2788 | 3.6440 |
| 13.2301 | 10.4118 | 1062 | 12.8760 | 0.7238 | 12.8760 | 3.5883 |
| 13.2301 | 10.4314 | 1064 | 12.4938 | 0.7277 | 12.4938 | 3.5347 |
| 13.2301 | 10.4510 | 1066 | 12.4097 | 0.7178 | 12.4097 | 3.5227 |
| 13.2301 | 10.4706 | 1068 | 12.3695 | 0.7244 | 12.3695 | 3.5170 |
| 13.2301 | 10.4902 | 1070 | 12.6757 | 0.7152 | 12.6757 | 3.5603 |
| 13.2301 | 10.5098 | 1072 | 12.6959 | 0.7139 | 12.6959 | 3.5631 |
| 13.2301 | 10.5294 | 1074 | 12.2741 | 0.7344 | 12.2741 | 3.5034 |
| 13.2301 | 10.5490 | 1076 | 12.9389 | 0.7200 | 12.9389 | 3.5971 |
| 13.2301 | 10.5686 | 1078 | 12.6866 | 0.7276 | 12.6866 | 3.5618 |
| 13.2301 | 10.5882 | 1080 | 12.5260 | 0.7128 | 12.5260 | 3.5392 |
| 13.2301 | 10.6078 | 1082 | 12.9638 | 0.6945 | 12.9638 | 3.6005 |
| 13.2301 | 10.6275 | 1084 | 13.9761 | 0.6722 | 13.9761 | 3.7385 |
| 13.2301 | 10.6471 | 1086 | 13.6598 | 0.6758 | 13.6598 | 3.6959 |
| 13.2301 | 10.6667 | 1088 | 13.7225 | 0.6823 | 13.7225 | 3.7044 |
| 13.2301 | 10.6863 | 1090 | 13.7709 | 0.6972 | 13.7709 | 3.7109 |
| 13.2301 | 10.7059 | 1092 | 13.1143 | 0.7272 | 13.1143 | 3.6214 |
| 13.2301 | 10.7255 | 1094 | 12.8207 | 0.7443 | 12.8207 | 3.5806 |
| 13.2301 | 10.7451 | 1096 | 12.6050 | 0.7500 | 12.6050 | 3.5504 |
| 13.2301 | 10.7647 | 1098 | 12.3280 | 0.7399 | 12.3280 | 3.5111 |
| 13.2301 | 10.7843 | 1100 | 12.8139 | 0.7180 | 12.8139 | 3.5796 |
| 13.2301 | 10.8039 | 1102 | 14.1436 | 0.6822 | 14.1436 | 3.7608 |
| 13.2301 | 10.8235 | 1104 | 13.7002 | 0.6928 | 13.7002 | 3.7014 |
| 13.2301 | 10.8431 | 1106 | 13.2825 | 0.7070 | 13.2825 | 3.6445 |
| 13.2301 | 10.8627 | 1108 | 12.6792 | 0.7279 | 12.6792 | 3.5608 |
| 13.2301 | 10.8824 | 1110 | 12.5958 | 0.7294 | 12.5958 | 3.5491 |
| 13.2301 | 10.9020 | 1112 | 12.5976 | 0.7335 | 12.5976 | 3.5493 |
| 13.2301 | 10.9216 | 1114 | 13.3322 | 0.7149 | 13.3322 | 3.6513 |
| 13.2301 | 10.9412 | 1116 | 13.7796 | 0.7043 | 13.7796 | 3.7121 |
| 13.2301 | 10.9608 | 1118 | 13.4851 | 0.7118 | 13.4851 | 3.6722 |
| 13.2301 | 10.9804 | 1120 | 12.6330 | 0.7394 | 12.6330 | 3.5543 |
| 13.2301 | 11.0 | 1122 | 12.4248 | 0.7438 | 12.4248 | 3.5249 |
| 13.2301 | 11.0196 | 1124 | 12.5863 | 0.7266 | 12.5863 | 3.5477 |
| 13.2301 | 11.0392 | 1126 | 13.1485 | 0.7058 | 13.1485 | 3.6261 |
| 13.2301 | 11.0588 | 1128 | 12.5461 | 0.7107 | 12.5461 | 3.5421 |
| 13.2301 | 11.0784 | 1130 | 13.4138 | 0.6807 | 13.4138 | 3.6625 |
| 13.2301 | 11.0980 | 1132 | 14.3826 | 0.6468 | 14.3826 | 3.7924 |
| 13.2301 | 11.1176 | 1134 | 13.6209 | 0.6705 | 13.6209 | 3.6906 |
| 13.2301 | 11.1373 | 1136 | 12.7767 | 0.6921 | 12.7767 | 3.5744 |
| 13.2301 | 11.1569 | 1138 | 12.5560 | 0.7028 | 12.5560 | 3.5434 |
| 13.2301 | 11.1765 | 1140 | 13.0349 | 0.7006 | 13.0349 | 3.6104 |
| 13.2301 | 11.1961 | 1142 | 12.5600 | 0.7163 | 12.5600 | 3.5440 |
| 13.2301 | 11.2157 | 1144 | 12.0088 | 0.7400 | 12.0088 | 3.4654 |
| 13.2301 | 11.2353 | 1146 | 12.1187 | 0.7427 | 12.1187 | 3.4812 |
| 13.2301 | 11.2549 | 1148 | 12.7798 | 0.7341 | 12.7798 | 3.5749 |
| 13.2301 | 11.2745 | 1150 | 12.8411 | 0.7464 | 12.8411 | 3.5834 |
| 13.2301 | 11.2941 | 1152 | 13.3263 | 0.7298 | 13.3263 | 3.6505 |
| 13.2301 | 11.3137 | 1154 | 13.8082 | 0.7160 | 13.8082 | 3.7159 |
| 13.2301 | 11.3333 | 1156 | 13.1217 | 0.7274 | 13.1217 | 3.6224 |
| 13.2301 | 11.3529 | 1158 | 12.2982 | 0.7429 | 12.2982 | 3.5069 |
| 13.2301 | 11.3725 | 1160 | 12.0115 | 0.7355 | 12.0115 | 3.4658 |
| 13.2301 | 11.3922 | 1162 | 12.1095 | 0.7263 | 12.1095 | 3.4799 |
| 13.2301 | 11.4118 | 1164 | 13.4313 | 0.6743 | 13.4313 | 3.6649 |
| 13.2301 | 11.4314 | 1166 | 14.6533 | 0.6371 | 14.6533 | 3.8280 |
| 13.2301 | 11.4510 | 1168 | 14.3222 | 0.6516 | 14.3222 | 3.7845 |
| 13.2301 | 11.4706 | 1170 | 12.5204 | 0.7079 | 12.5204 | 3.5384 |
| 13.2301 | 11.4902 | 1172 | 12.3070 | 0.7322 | 12.3070 | 3.5081 |
| 13.2301 | 11.5098 | 1174 | 13.0100 | 0.7146 | 13.0100 | 3.6069 |
| 13.2301 | 11.5294 | 1176 | 14.0494 | 0.6932 | 14.0494 | 3.7483 |
| 13.2301 | 11.5490 | 1178 | 14.7913 | 0.6698 | 14.7913 | 3.8459 |
| 13.2301 | 11.5686 | 1180 | 15.0957 | 0.6592 | 15.0957 | 3.8853 |
| 13.2301 | 11.5882 | 1182 | 13.3897 | 0.7080 | 13.3897 | 3.6592 |
| 13.2301 | 11.6078 | 1184 | 12.4385 | 0.7331 | 12.4385 | 3.5268 |
| 13.2301 | 11.6275 | 1186 | 12.0915 | 0.7400 | 12.0915 | 3.4773 |
| 13.2301 | 11.6471 | 1188 | 11.9964 | 0.7305 | 11.9964 | 3.4636 |
| 13.2301 | 11.6667 | 1190 | 12.2974 | 0.7143 | 12.2974 | 3.5068 |
| 13.2301 | 11.6863 | 1192 | 13.9955 | 0.6672 | 13.9955 | 3.7411 |
| 13.2301 | 11.7059 | 1194 | 15.3160 | 0.6498 | 15.3160 | 3.9136 |
| 13.2301 | 11.7255 | 1196 | 14.6864 | 0.6785 | 14.6864 | 3.8323 |
| 13.2301 | 11.7451 | 1198 | 12.5666 | 0.7340 | 12.5666 | 3.5449 |
| 13.2301 | 11.7647 | 1200 | 12.0689 | 0.7589 | 12.0689 | 3.4740 |
| 13.2301 | 11.7843 | 1202 | 12.4886 | 0.7603 | 12.4886 | 3.5339 |
| 13.2301 | 11.8039 | 1204 | 13.1875 | 0.7405 | 13.1875 | 3.6315 |
| 13.2301 | 11.8235 | 1206 | 13.2263 | 0.7433 | 13.2263 | 3.6368 |
| 13.2301 | 11.8431 | 1208 | 12.4318 | 0.7667 | 12.4318 | 3.5259 |
| 13.2301 | 11.8627 | 1210 | 12.0090 | 0.7733 | 12.0090 | 3.4654 |
| 13.2301 | 11.8824 | 1212 | 11.8230 | 0.7707 | 11.8230 | 3.4385 |
| 13.2301 | 11.9020 | 1214 | 12.6760 | 0.7405 | 12.6760 | 3.5603 |
| 13.2301 | 11.9216 | 1216 | 15.7859 | 0.6534 | 15.7859 | 3.9731 |
| 13.2301 | 11.9412 | 1218 | 17.4228 | 0.6221 | 17.4228 | 4.1741 |
| 13.2301 | 11.9608 | 1220 | 16.0471 | 0.6449 | 16.0471 | 4.0059 |
| 13.2301 | 11.9804 | 1222 | 13.1013 | 0.7215 | 13.1013 | 3.6196 |
| 13.2301 | 12.0 | 1224 | 11.9585 | 0.7645 | 11.9585 | 3.4581 |
| 13.2301 | 12.0196 | 1226 | 13.0927 | 0.7488 | 13.0927 | 3.6184 |
| 13.2301 | 12.0392 | 1228 | 13.6421 | 0.7406 | 13.6421 | 3.6935 |
| 13.2301 | 12.0588 | 1230 | 12.6153 | 0.7543 | 12.6153 | 3.5518 |
| 13.2301 | 12.0784 | 1232 | 11.9534 | 0.7562 | 11.9534 | 3.4574 |
| 13.2301 | 12.0980 | 1234 | 13.2729 | 0.7156 | 13.2729 | 3.6432 |
| 13.2301 | 12.1176 | 1236 | 14.4931 | 0.6849 | 14.4931 | 3.8070 |
| 13.2301 | 12.1373 | 1238 | 13.9597 | 0.6972 | 13.9597 | 3.7363 |
| 13.2301 | 12.1569 | 1240 | 13.1471 | 0.7209 | 13.1471 | 3.6259 |
| 13.2301 | 12.1765 | 1242 | 12.0323 | 0.7536 | 12.0323 | 3.4688 |
| 13.2301 | 12.1961 | 1244 | 12.0152 | 0.7603 | 12.0152 | 3.4663 |
| 13.2301 | 12.2157 | 1246 | 12.2926 | 0.7515 | 12.2926 | 3.5061 |
| 13.2301 | 12.2353 | 1248 | 11.7933 | 0.7612 | 11.7933 | 3.4341 |
| 13.2301 | 12.2549 | 1250 | 12.6008 | 0.7390 | 12.6008 | 3.5498 |
| 13.2301 | 12.2745 | 1252 | 14.1572 | 0.6937 | 14.1572 | 3.7626 |
| 13.2301 | 12.2941 | 1254 | 14.2902 | 0.7000 | 14.2902 | 3.7802 |
| 13.2301 | 12.3137 | 1256 | 13.2648 | 0.7281 | 13.2648 | 3.6421 |
| 13.2301 | 12.3333 | 1258 | 12.0503 | 0.7604 | 12.0503 | 3.4714 |
| 13.2301 | 12.3529 | 1260 | 12.0817 | 0.7522 | 12.0817 | 3.4759 |
| 13.2301 | 12.3725 | 1262 | 12.6823 | 0.7234 | 12.6823 | 3.5612 |
| 13.2301 | 12.3922 | 1264 | 12.3502 | 0.7261 | 12.3502 | 3.5143 |
| 13.2301 | 12.4118 | 1266 | 12.8393 | 0.7200 | 12.8393 | 3.5832 |
| 13.2301 | 12.4314 | 1268 | 13.3876 | 0.7147 | 13.3876 | 3.6589 |
| 13.2301 | 12.4510 | 1270 | 13.6980 | 0.7177 | 13.6980 | 3.7011 |
| 13.2301 | 12.4706 | 1272 | 13.4940 | 0.7312 | 13.4940 | 3.6734 |
| 13.2301 | 12.4902 | 1274 | 13.7332 | 0.7314 | 13.7332 | 3.7058 |
| 13.2301 | 12.5098 | 1276 | 13.1550 | 0.7478 | 13.1550 | 3.6270 |
| 13.2301 | 12.5294 | 1278 | 12.5089 | 0.7591 | 12.5089 | 3.5368 |
| 13.2301 | 12.5490 | 1280 | 12.1626 | 0.7610 | 12.1626 | 3.4875 |
| 13.2301 | 12.5686 | 1282 | 11.8453 | 0.7626 | 11.8453 | 3.4417 |
| 13.2301 | 12.5882 | 1284 | 11.9859 | 0.7501 | 11.9859 | 3.4621 |
| 13.2301 | 12.6078 | 1286 | 12.2062 | 0.7415 | 12.2062 | 3.4937 |
| 13.2301 | 12.6275 | 1288 | 12.8096 | 0.7197 | 12.8096 | 3.5791 |
| 13.2301 | 12.6471 | 1290 | 13.7544 | 0.6946 | 13.7544 | 3.7087 |
| 13.2301 | 12.6667 | 1292 | 13.5961 | 0.6996 | 13.5961 | 3.6873 |
| 13.2301 | 12.6863 | 1294 | 12.2033 | 0.7390 | 12.2033 | 3.4933 |
| 13.2301 | 12.7059 | 1296 | 11.8297 | 0.7525 | 11.8297 | 3.4394 |
| 13.2301 | 12.7255 | 1298 | 11.9152 | 0.7553 | 11.9152 | 3.4518 |
| 13.2301 | 12.7451 | 1300 | 12.7166 | 0.7319 | 12.7166 | 3.5660 |
| 13.2301 | 12.7647 | 1302 | 13.2112 | 0.7280 | 13.2112 | 3.6347 |
| 13.2301 | 12.7843 | 1304 | 12.4082 | 0.7382 | 12.4082 | 3.5225 |
| 13.2301 | 12.8039 | 1306 | 12.2346 | 0.7364 | 12.2346 | 3.4978 |
| 13.2301 | 12.8235 | 1308 | 12.2167 | 0.7356 | 12.2167 | 3.4952 |
| 13.2301 | 12.8431 | 1310 | 12.3979 | 0.7299 | 12.3979 | 3.5211 |
| 13.2301 | 12.8627 | 1312 | 12.8176 | 0.7076 | 12.8176 | 3.5802 |
| 13.2301 | 12.8824 | 1314 | 14.4132 | 0.6881 | 14.4132 | 3.7965 |
| 13.2301 | 12.9020 | 1316 | 15.6511 | 0.6655 | 15.6511 | 3.9561 |
| 13.2301 | 12.9216 | 1318 | 14.6923 | 0.6931 | 14.6923 | 3.8331 |
| 13.2301 | 12.9412 | 1320 | 12.9320 | 0.7430 | 12.9320 | 3.5961 |
| 13.2301 | 12.9608 | 1322 | 12.2458 | 0.7564 | 12.2458 | 3.4994 |
| 13.2301 | 12.9804 | 1324 | 12.6584 | 0.7407 | 12.6584 | 3.5579 |
| 13.2301 | 13.0 | 1326 | 12.2226 | 0.7469 | 12.2226 | 3.4961 |
| 13.2301 | 13.0196 | 1328 | 12.3198 | 0.7434 | 12.3198 | 3.5100 |
| 13.2301 | 13.0392 | 1330 | 13.2807 | 0.7216 | 13.2807 | 3.6443 |
| 13.2301 | 13.0588 | 1332 | 13.2712 | 0.7182 | 13.2712 | 3.6430 |
| 13.2301 | 13.0784 | 1334 | 12.6929 | 0.7257 | 12.6929 | 3.5627 |
| 13.2301 | 13.0980 | 1336 | 12.2016 | 0.7357 | 12.2016 | 3.4931 |
| 13.2301 | 13.1176 | 1338 | 12.2797 | 0.7337 | 12.2797 | 3.5042 |
| 13.2301 | 13.1373 | 1340 | 13.0827 | 0.7222 | 13.0827 | 3.6170 |
| 13.2301 | 13.1569 | 1342 | 13.4114 | 0.7093 | 13.4114 | 3.6622 |
| 13.2301 | 13.1765 | 1344 | 12.7642 | 0.7352 | 12.7642 | 3.5727 |
| 13.2301 | 13.1961 | 1346 | 12.5219 | 0.7361 | 12.5219 | 3.5386 |
| 13.2301 | 13.2157 | 1348 | 12.3398 | 0.7385 | 12.3398 | 3.5128 |
| 13.2301 | 13.2353 | 1350 | 12.4303 | 0.7400 | 12.4303 | 3.5257 |
| 13.2301 | 13.2549 | 1352 | 12.8797 | 0.7379 | 12.8797 | 3.5888 |
| 13.2301 | 13.2745 | 1354 | 13.1052 | 0.7358 | 13.1052 | 3.6201 |
| 13.2301 | 13.2941 | 1356 | 12.5262 | 0.7596 | 12.5262 | 3.5392 |
| 13.2301 | 13.3137 | 1358 | 12.4228 | 0.7712 | 12.4228 | 3.5246 |
| 13.2301 | 13.3333 | 1360 | 12.3272 | 0.7722 | 12.3272 | 3.5110 |
| 13.2301 | 13.3529 | 1362 | 12.1716 | 0.7655 | 12.1716 | 3.4888 |
| 13.2301 | 13.3725 | 1364 | 12.3603 | 0.7565 | 12.3603 | 3.5157 |
| 13.2301 | 13.3922 | 1366 | 13.1224 | 0.7290 | 13.1224 | 3.6225 |
| 13.2301 | 13.4118 | 1368 | 12.4855 | 0.7357 | 12.4855 | 3.5335 |
| 13.2301 | 13.4314 | 1370 | 11.8188 | 0.7381 | 11.8188 | 3.4379 |
| 13.2301 | 13.4510 | 1372 | 12.1440 | 0.7264 | 12.1440 | 3.4848 |
| 13.2301 | 13.4706 | 1374 | 11.8081 | 0.7340 | 11.8081 | 3.4363 |
| 13.2301 | 13.4902 | 1376 | 11.9996 | 0.7332 | 11.9996 | 3.4640 |
| 13.2301 | 13.5098 | 1378 | 11.8715 | 0.7374 | 11.8715 | 3.4455 |
| 13.2301 | 13.5294 | 1380 | 11.6311 | 0.7535 | 11.6311 | 3.4104 |
| 13.2301 | 13.5490 | 1382 | 12.1768 | 0.7519 | 12.1768 | 3.4895 |
| 13.2301 | 13.5686 | 1384 | 12.6155 | 0.7506 | 12.6155 | 3.5518 |
| 13.2301 | 13.5882 | 1386 | 12.2844 | 0.7580 | 12.2844 | 3.5049 |
| 13.2301 | 13.6078 | 1388 | 12.3887 | 0.7553 | 12.3887 | 3.5198 |
| 13.2301 | 13.6275 | 1390 | 11.9194 | 0.7584 | 11.9194 | 3.4524 |
| 13.2301 | 13.6471 | 1392 | 11.9160 | 0.7478 | 11.9160 | 3.4519 |
| 13.2301 | 13.6667 | 1394 | 11.8114 | 0.7398 | 11.8114 | 3.4368 |
| 13.2301 | 13.6863 | 1396 | 12.4062 | 0.7151 | 12.4062 | 3.5222 |
| 13.2301 | 13.7059 | 1398 | 11.9393 | 0.7313 | 11.9393 | 3.4553 |
| 13.2301 | 13.7255 | 1400 | 13.4867 | 0.7067 | 13.4867 | 3.6724 |
| 13.2301 | 13.7451 | 1402 | 14.5513 | 0.6911 | 14.5512 | 3.8146 |
| 13.2301 | 13.7647 | 1404 | 13.8317 | 0.7146 | 13.8317 | 3.7191 |
| 13.2301 | 13.7843 | 1406 | 12.3106 | 0.7437 | 12.3106 | 3.5087 |
| 13.2301 | 13.8039 | 1408 | 11.7505 | 0.7527 | 11.7505 | 3.4279 |
| 13.2301 | 13.8235 | 1410 | 12.1104 | 0.7433 | 12.1104 | 3.4800 |
| 13.2301 | 13.8431 | 1412 | 13.5148 | 0.7110 | 13.5148 | 3.6762 |
| 13.2301 | 13.8627 | 1414 | 14.1560 | 0.6985 | 14.1560 | 3.7624 |
| 13.2301 | 13.8824 | 1416 | 13.8075 | 0.7062 | 13.8075 | 3.7159 |
| 13.2301 | 13.9020 | 1418 | 12.4302 | 0.7362 | 12.4302 | 3.5256 |
| 13.2301 | 13.9216 | 1420 | 11.5987 | 0.7539 | 11.5987 | 3.4057 |
| 13.2301 | 13.9412 | 1422 | 11.6936 | 0.7513 | 11.6936 | 3.4196 |
| 13.2301 | 13.9608 | 1424 | 13.0121 | 0.7300 | 13.0121 | 3.6072 |
| 13.2301 | 13.9804 | 1426 | 13.4512 | 0.7233 | 13.4512 | 3.6676 |
| 13.2301 | 14.0 | 1428 | 13.8915 | 0.7143 | 13.8915 | 3.7271 |
| 13.2301 | 14.0196 | 1430 | 12.8125 | 0.7406 | 12.8125 | 3.5795 |
| 13.2301 | 14.0392 | 1432 | 12.0275 | 0.7547 | 12.0275 | 3.4681 |
| 13.2301 | 14.0588 | 1434 | 12.0317 | 0.7564 | 12.0317 | 3.4687 |
| 13.2301 | 14.0784 | 1436 | 12.6441 | 0.7504 | 12.6441 | 3.5559 |
| 13.2301 | 14.0980 | 1438 | 12.9641 | 0.7426 | 12.9641 | 3.6006 |
| 13.2301 | 14.1176 | 1440 | 12.8361 | 0.7375 | 12.8361 | 3.5828 |
| 13.2301 | 14.1373 | 1442 | 11.9912 | 0.7467 | 11.9912 | 3.4628 |
| 13.2301 | 14.1569 | 1444 | 11.5952 | 0.7560 | 11.5952 | 3.4052 |
| 13.2301 | 14.1765 | 1446 | 11.2954 | 0.7593 | 11.2954 | 3.3609 |
| 13.2301 | 14.1961 | 1448 | 11.6029 | 0.7549 | 11.6029 | 3.4063 |
| 13.2301 | 14.2157 | 1450 | 12.4088 | 0.7417 | 12.4088 | 3.5226 |
| 13.2301 | 14.2353 | 1452 | 12.3467 | 0.7441 | 12.3467 | 3.5138 |
| 13.2301 | 14.2549 | 1454 | 12.1526 | 0.7527 | 12.1526 | 3.4861 |
| 13.2301 | 14.2745 | 1456 | 11.4577 | 0.7613 | 11.4577 | 3.3849 |
| 13.2301 | 14.2941 | 1458 | 11.3913 | 0.7643 | 11.3913 | 3.3751 |
| 13.2301 | 14.3137 | 1460 | 11.7159 | 0.7603 | 11.7159 | 3.4228 |
| 13.2301 | 14.3333 | 1462 | 12.3655 | 0.7465 | 12.3655 | 3.5165 |
| 13.2301 | 14.3529 | 1464 | 12.3145 | 0.7328 | 12.3145 | 3.5092 |
| 13.2301 | 14.3725 | 1466 | 12.2373 | 0.7303 | 12.2373 | 3.4982 |
| 13.2301 | 14.3922 | 1468 | 11.8941 | 0.7400 | 11.8941 | 3.4488 |
| 13.2301 | 14.4118 | 1470 | 12.3620 | 0.7345 | 12.3620 | 3.5160 |
| 13.2301 | 14.4314 | 1472 | 13.9806 | 0.7154 | 13.9806 | 3.7391 |
| 13.2301 | 14.4510 | 1474 | 14.0103 | 0.7219 | 14.0103 | 3.7430 |
| 13.2301 | 14.4706 | 1476 | 12.9394 | 0.7488 | 12.9394 | 3.5971 |
| 13.2301 | 14.4902 | 1478 | 12.6233 | 0.7601 | 12.6233 | 3.5529 |
| 13.2301 | 14.5098 | 1480 | 12.1155 | 0.7648 | 12.1155 | 3.4807 |
| 13.2301 | 14.5294 | 1482 | 12.0402 | 0.7625 | 12.0402 | 3.4699 |
| 13.2301 | 14.5490 | 1484 | 12.3236 | 0.7428 | 12.3236 | 3.5105 |
| 13.2301 | 14.5686 | 1486 | 13.0078 | 0.7244 | 13.0078 | 3.6066 |
| 13.2301 | 14.5882 | 1488 | 13.6700 | 0.7221 | 13.6700 | 3.6973 |
| 13.2301 | 14.6078 | 1490 | 13.1630 | 0.7329 | 13.1630 | 3.6281 |
| 13.2301 | 14.6275 | 1492 | 11.8454 | 0.7579 | 11.8454 | 3.4417 |
| 13.2301 | 14.6471 | 1494 | 11.6999 | 0.7727 | 11.6999 | 3.4205 |
| 13.2301 | 14.6667 | 1496 | 11.5971 | 0.7754 | 11.5971 | 3.4054 |
| 13.2301 | 14.6863 | 1498 | 12.0392 | 0.7631 | 12.0392 | 3.4698 |
| 6.8682 | 14.7059 | 1500 | 12.8731 | 0.7477 | 12.8731 | 3.5879 |
| 6.8682 | 14.7255 | 1502 | 13.7226 | 0.7226 | 13.7226 | 3.7044 |
| 6.8682 | 14.7451 | 1504 | 13.3587 | 0.7301 | 13.3587 | 3.6550 |
| 6.8682 | 14.7647 | 1506 | 13.0974 | 0.7283 | 13.0974 | 3.6190 |
| 6.8682 | 14.7843 | 1508 | 12.6520 | 0.7285 | 12.6520 | 3.5570 |
| 6.8682 | 14.8039 | 1510 | 12.5796 | 0.7273 | 12.5796 | 3.5468 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|