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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: arabert_augmented_with_original_k20_organization_task1_fold1
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. -->
# arabert_augmented_with_original_k20_organization_task1_fold1
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: 0.4953
- Qwk: 0.4936
- Mse: 0.4953
- Rmse: 0.7038
## 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: 10
### Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
| No log | 0.0096 | 2 | 3.5860 | -0.0658 | 3.5860 | 1.8937 |
| No log | 0.0191 | 4 | 2.3340 | -0.0431 | 2.3340 | 1.5277 |
| No log | 0.0287 | 6 | 1.6154 | -0.0228 | 1.6154 | 1.2710 |
| No log | 0.0383 | 8 | 1.3488 | 0.0125 | 1.3488 | 1.1614 |
| No log | 0.0478 | 10 | 1.0530 | 0.0 | 1.0530 | 1.0262 |
| No log | 0.0574 | 12 | 1.0278 | 0.0 | 1.0278 | 1.0138 |
| No log | 0.0670 | 14 | 1.2736 | 0.0564 | 1.2736 | 1.1286 |
| No log | 0.0766 | 16 | 1.1163 | 0.1026 | 1.1163 | 1.0566 |
| No log | 0.0861 | 18 | 0.9498 | 0.1026 | 0.9498 | 0.9746 |
| No log | 0.0957 | 20 | 0.8759 | 0.0 | 0.8759 | 0.9359 |
| No log | 0.1053 | 22 | 0.8957 | 0.0 | 0.8957 | 0.9464 |
| No log | 0.1148 | 24 | 0.9374 | 0.0 | 0.9374 | 0.9682 |
| No log | 0.1244 | 26 | 0.9611 | 0.0 | 0.9611 | 0.9803 |
| No log | 0.1340 | 28 | 1.0312 | 0.0 | 1.0312 | 1.0155 |
| No log | 0.1435 | 30 | 1.0824 | 0.0 | 1.0824 | 1.0404 |
| No log | 0.1531 | 32 | 1.0879 | 0.0 | 1.0879 | 1.0430 |
| No log | 0.1627 | 34 | 1.1590 | 0.1026 | 1.1590 | 1.0766 |
| No log | 0.1722 | 36 | 1.3018 | 0.1355 | 1.3018 | 1.1410 |
| No log | 0.1818 | 38 | 1.3369 | 0.0680 | 1.3369 | 1.1562 |
| No log | 0.1914 | 40 | 1.2540 | 0.1473 | 1.2540 | 1.1198 |
| No log | 0.2010 | 42 | 1.1570 | 0.2164 | 1.1570 | 1.0756 |
| No log | 0.2105 | 44 | 1.0960 | 0.2164 | 1.0960 | 1.0469 |
| No log | 0.2201 | 46 | 1.0474 | 0.2164 | 1.0474 | 1.0234 |
| No log | 0.2297 | 48 | 1.0127 | 0.1355 | 1.0127 | 1.0063 |
| No log | 0.2392 | 50 | 1.0028 | 0.1355 | 1.0028 | 1.0014 |
| No log | 0.2488 | 52 | 0.8971 | 0.1355 | 0.8971 | 0.9472 |
| No log | 0.2584 | 54 | 0.7758 | 0.1355 | 0.7758 | 0.8808 |
| No log | 0.2679 | 56 | 0.7364 | 0.1355 | 0.7364 | 0.8582 |
| No log | 0.2775 | 58 | 0.7085 | 0.1355 | 0.7085 | 0.8417 |
| No log | 0.2871 | 60 | 0.7075 | 0.1355 | 0.7075 | 0.8411 |
| No log | 0.2967 | 62 | 0.7094 | 0.1355 | 0.7094 | 0.8422 |
| No log | 0.3062 | 64 | 0.8210 | 0.1404 | 0.8210 | 0.9061 |
| No log | 0.3158 | 66 | 1.0339 | 0.1192 | 1.0339 | 1.0168 |
| No log | 0.3254 | 68 | 1.1892 | 0.1473 | 1.1892 | 1.0905 |
| No log | 0.3349 | 70 | 1.5920 | 0.1102 | 1.5920 | 1.2618 |
| No log | 0.3445 | 72 | 2.0732 | 0.0229 | 2.0732 | 1.4399 |
| No log | 0.3541 | 74 | 2.0843 | 0.0229 | 2.0843 | 1.4437 |
| No log | 0.3636 | 76 | 1.6939 | 0.0593 | 1.6939 | 1.3015 |
| No log | 0.3732 | 78 | 1.2800 | 0.0919 | 1.2800 | 1.1314 |
| No log | 0.3828 | 80 | 0.9774 | 0.1026 | 0.9774 | 0.9887 |
| No log | 0.3923 | 82 | 0.8939 | 0.0 | 0.8939 | 0.9455 |
| No log | 0.4019 | 84 | 0.8669 | 0.0 | 0.8669 | 0.9311 |
| No log | 0.4115 | 86 | 0.8771 | 0.0 | 0.8771 | 0.9366 |
| No log | 0.4211 | 88 | 0.8649 | 0.1355 | 0.8649 | 0.9300 |
| No log | 0.4306 | 90 | 0.8069 | 0.1355 | 0.8069 | 0.8983 |
| No log | 0.4402 | 92 | 0.7330 | 0.1026 | 0.7330 | 0.8561 |
| No log | 0.4498 | 94 | 0.7306 | 0.1026 | 0.7306 | 0.8548 |
| No log | 0.4593 | 96 | 0.7696 | 0.1355 | 0.7696 | 0.8772 |
| No log | 0.4689 | 98 | 0.8901 | 0.2119 | 0.8901 | 0.9435 |
| No log | 0.4785 | 100 | 0.9822 | 0.1881 | 0.9822 | 0.9911 |
| No log | 0.4880 | 102 | 1.2073 | 0.1676 | 1.2073 | 1.0988 |
| No log | 0.4976 | 104 | 1.3548 | 0.1676 | 1.3548 | 1.1640 |
| No log | 0.5072 | 106 | 1.3272 | 0.1676 | 1.3272 | 1.1520 |
| No log | 0.5167 | 108 | 1.2584 | 0.1676 | 1.2584 | 1.1218 |
| No log | 0.5263 | 110 | 1.2226 | 0.1870 | 1.2226 | 1.1057 |
| No log | 0.5359 | 112 | 1.1008 | 0.1192 | 1.1008 | 1.0492 |
| No log | 0.5455 | 114 | 0.9926 | 0.1192 | 0.9926 | 0.9963 |
| No log | 0.5550 | 116 | 0.9235 | 0.1355 | 0.9235 | 0.9610 |
| No log | 0.5646 | 118 | 0.9169 | 0.1119 | 0.9169 | 0.9575 |
| No log | 0.5742 | 120 | 1.0137 | 0.0912 | 1.0137 | 1.0068 |
| No log | 0.5837 | 122 | 1.0219 | 0.0597 | 1.0219 | 1.0109 |
| No log | 0.5933 | 124 | 0.9669 | 0.0 | 0.9669 | 0.9833 |
| No log | 0.6029 | 126 | 0.9231 | 0.0 | 0.9231 | 0.9608 |
| No log | 0.6124 | 128 | 0.9344 | 0.0797 | 0.9344 | 0.9666 |
| No log | 0.6220 | 130 | 0.9125 | 0.1404 | 0.9125 | 0.9553 |
| No log | 0.6316 | 132 | 0.8604 | 0.1404 | 0.8604 | 0.9276 |
| No log | 0.6411 | 134 | 0.7398 | 0.0797 | 0.7398 | 0.8601 |
| No log | 0.6507 | 136 | 0.7170 | 0.1818 | 0.7170 | 0.8467 |
| No log | 0.6603 | 138 | 0.7305 | 0.0841 | 0.7305 | 0.8547 |
| No log | 0.6699 | 140 | 0.8202 | 0.1404 | 0.8202 | 0.9056 |
| No log | 0.6794 | 142 | 0.9077 | 0.1404 | 0.9077 | 0.9527 |
| No log | 0.6890 | 144 | 0.8476 | 0.1404 | 0.8476 | 0.9206 |
| No log | 0.6986 | 146 | 0.8142 | 0.1404 | 0.8142 | 0.9023 |
| No log | 0.7081 | 148 | 0.7690 | 0.0597 | 0.7690 | 0.8769 |
| No log | 0.7177 | 150 | 0.7521 | 0.0797 | 0.7521 | 0.8672 |
| No log | 0.7273 | 152 | 0.7390 | 0.1212 | 0.7390 | 0.8597 |
| No log | 0.7368 | 154 | 0.7342 | 0.1212 | 0.7342 | 0.8568 |
| No log | 0.7464 | 156 | 0.7497 | 0.0597 | 0.7497 | 0.8659 |
| No log | 0.7560 | 158 | 0.8281 | 0.1404 | 0.8281 | 0.9100 |
| No log | 0.7656 | 160 | 0.9143 | 0.1404 | 0.9143 | 0.9562 |
| No log | 0.7751 | 162 | 0.8891 | 0.1404 | 0.8891 | 0.9429 |
| No log | 0.7847 | 164 | 0.7735 | 0.1404 | 0.7735 | 0.8795 |
| No log | 0.7943 | 166 | 0.7097 | 0.2222 | 0.7097 | 0.8424 |
| No log | 0.8038 | 168 | 0.6550 | 0.4167 | 0.6550 | 0.8093 |
| No log | 0.8134 | 170 | 0.6694 | 0.3115 | 0.6694 | 0.8182 |
| No log | 0.8230 | 172 | 0.7075 | 0.3482 | 0.7075 | 0.8411 |
| No log | 0.8325 | 174 | 0.7639 | 0.3849 | 0.7639 | 0.8740 |
| No log | 0.8421 | 176 | 0.8376 | 0.2018 | 0.8376 | 0.9152 |
| No log | 0.8517 | 178 | 0.8581 | 0.2018 | 0.8581 | 0.9263 |
| No log | 0.8612 | 180 | 0.8358 | 0.2286 | 0.8358 | 0.9142 |
| No log | 0.8708 | 182 | 0.7834 | 0.1404 | 0.7834 | 0.8851 |
| No log | 0.8804 | 184 | 0.7688 | 0.1404 | 0.7688 | 0.8768 |
| No log | 0.8900 | 186 | 0.8101 | 0.1404 | 0.8101 | 0.9001 |
| No log | 0.8995 | 188 | 0.8750 | 0.2320 | 0.8750 | 0.9354 |
| No log | 0.9091 | 190 | 0.8825 | 0.2320 | 0.8825 | 0.9394 |
| No log | 0.9187 | 192 | 0.7923 | 0.2320 | 0.7923 | 0.8901 |
| No log | 0.9282 | 194 | 0.7134 | 0.1560 | 0.7134 | 0.8447 |
| No log | 0.9378 | 196 | 0.6789 | 0.2222 | 0.6789 | 0.8239 |
| No log | 0.9474 | 198 | 0.6513 | 0.2391 | 0.6513 | 0.8070 |
| No log | 0.9569 | 200 | 0.6324 | 0.3072 | 0.6324 | 0.7952 |
| No log | 0.9665 | 202 | 0.6145 | 0.3241 | 0.6145 | 0.7839 |
| No log | 0.9761 | 204 | 0.6354 | 0.2432 | 0.6354 | 0.7971 |
| No log | 0.9856 | 206 | 0.6664 | 0.2911 | 0.6664 | 0.8163 |
| No log | 0.9952 | 208 | 0.6902 | 0.2759 | 0.6902 | 0.8308 |
| No log | 1.0048 | 210 | 0.6770 | 0.2759 | 0.6770 | 0.8228 |
| No log | 1.0144 | 212 | 0.6966 | 0.2759 | 0.6966 | 0.8346 |
| No log | 1.0239 | 214 | 0.7147 | 0.2759 | 0.7147 | 0.8454 |
| No log | 1.0335 | 216 | 0.7114 | 0.2620 | 0.7114 | 0.8434 |
| No log | 1.0431 | 218 | 0.6569 | 0.3592 | 0.6569 | 0.8105 |
| No log | 1.0526 | 220 | 0.6522 | 0.4031 | 0.6522 | 0.8076 |
| No log | 1.0622 | 222 | 0.6620 | 0.4481 | 0.6620 | 0.8137 |
| No log | 1.0718 | 224 | 0.6723 | 0.4031 | 0.6723 | 0.8199 |
| No log | 1.0813 | 226 | 0.7104 | 0.3893 | 0.7104 | 0.8429 |
| No log | 1.0909 | 228 | 0.8012 | 0.2674 | 0.8012 | 0.8951 |
| No log | 1.1005 | 230 | 1.0442 | 0.2266 | 1.0442 | 1.0218 |
| No log | 1.1100 | 232 | 1.3046 | 0.2054 | 1.3046 | 1.1422 |
| No log | 1.1196 | 234 | 1.3261 | 0.1499 | 1.3261 | 1.1516 |
| No log | 1.1292 | 236 | 1.1230 | 0.2054 | 1.1230 | 1.0597 |
| No log | 1.1388 | 238 | 0.8571 | 0.28 | 0.8571 | 0.9258 |
| No log | 1.1483 | 240 | 0.7176 | 0.3721 | 0.7176 | 0.8471 |
| No log | 1.1579 | 242 | 0.6852 | 0.3099 | 0.6852 | 0.8278 |
| No log | 1.1675 | 244 | 0.6634 | 0.3750 | 0.6634 | 0.8145 |
| No log | 1.1770 | 246 | 0.6697 | 0.5196 | 0.6697 | 0.8184 |
| No log | 1.1866 | 248 | 0.7116 | 0.5333 | 0.7116 | 0.8435 |
| No log | 1.1962 | 250 | 0.7171 | 0.4494 | 0.7171 | 0.8468 |
| No log | 1.2057 | 252 | 0.6736 | 0.5473 | 0.6736 | 0.8208 |
| No log | 1.2153 | 254 | 0.6534 | 0.5249 | 0.6534 | 0.8083 |
| No log | 1.2249 | 256 | 0.6776 | 0.3304 | 0.6776 | 0.8232 |
| No log | 1.2344 | 258 | 0.7173 | 0.2097 | 0.7173 | 0.8469 |
| No log | 1.2440 | 260 | 0.7911 | 0.1642 | 0.7911 | 0.8894 |
| No log | 1.2536 | 262 | 0.8621 | 0.1404 | 0.8621 | 0.9285 |
| No log | 1.2632 | 264 | 0.9359 | 0.1003 | 0.9359 | 0.9674 |
| No log | 1.2727 | 266 | 0.9760 | 0.1667 | 0.9760 | 0.9879 |
| No log | 1.2823 | 268 | 0.9052 | 0.1667 | 0.9052 | 0.9514 |
| No log | 1.2919 | 270 | 0.8170 | 0.1192 | 0.8170 | 0.9039 |
| No log | 1.3014 | 272 | 0.7336 | 0.2340 | 0.7336 | 0.8565 |
| No log | 1.3110 | 274 | 0.6997 | 0.3691 | 0.6997 | 0.8365 |
| No log | 1.3206 | 276 | 0.6916 | 0.5000 | 0.6916 | 0.8316 |
| No log | 1.3301 | 278 | 0.7202 | 0.5249 | 0.7202 | 0.8486 |
| No log | 1.3397 | 280 | 0.7536 | 0.4510 | 0.7536 | 0.8681 |
| No log | 1.3493 | 282 | 0.7715 | 0.3575 | 0.7715 | 0.8784 |
| No log | 1.3589 | 284 | 0.7736 | 0.4758 | 0.7736 | 0.8796 |
| No log | 1.3684 | 286 | 0.7870 | 0.3475 | 0.7870 | 0.8871 |
| No log | 1.3780 | 288 | 0.8339 | 0.1714 | 0.8339 | 0.9132 |
| No log | 1.3876 | 290 | 0.8718 | 0.1355 | 0.8718 | 0.9337 |
| No log | 1.3971 | 292 | 0.8693 | 0.1355 | 0.8693 | 0.9323 |
| No log | 1.4067 | 294 | 0.8528 | 0.1714 | 0.8528 | 0.9234 |
| No log | 1.4163 | 296 | 0.8758 | 0.2097 | 0.8758 | 0.9359 |
| No log | 1.4258 | 298 | 0.9977 | 0.1003 | 0.9977 | 0.9989 |
| No log | 1.4354 | 300 | 1.0840 | 0.1003 | 1.0840 | 1.0412 |
| No log | 1.4450 | 302 | 1.0245 | 0.1003 | 1.0245 | 1.0122 |
| No log | 1.4545 | 304 | 0.8691 | 0.1642 | 0.8691 | 0.9323 |
| No log | 1.4641 | 306 | 0.7494 | 0.2678 | 0.7494 | 0.8657 |
| No log | 1.4737 | 308 | 0.7178 | 0.4522 | 0.7178 | 0.8473 |
| No log | 1.4833 | 310 | 0.7082 | 0.4758 | 0.7082 | 0.8416 |
| No log | 1.4928 | 312 | 0.6920 | 0.4758 | 0.6920 | 0.8319 |
| No log | 1.5024 | 314 | 0.6635 | 0.4522 | 0.6635 | 0.8146 |
| No log | 1.5120 | 316 | 0.6737 | 0.3636 | 0.6737 | 0.8208 |
| No log | 1.5215 | 318 | 0.7170 | 0.2057 | 0.7170 | 0.8467 |
| No log | 1.5311 | 320 | 0.7201 | 0.2057 | 0.7201 | 0.8486 |
| No log | 1.5407 | 322 | 0.7365 | 0.1806 | 0.7365 | 0.8582 |
| No log | 1.5502 | 324 | 0.7738 | 0.1192 | 0.7738 | 0.8797 |
| No log | 1.5598 | 326 | 0.7127 | 0.3072 | 0.7127 | 0.8442 |
| No log | 1.5694 | 328 | 0.6635 | 0.3849 | 0.6635 | 0.8146 |
| No log | 1.5789 | 330 | 0.6415 | 0.4522 | 0.6415 | 0.8009 |
| No log | 1.5885 | 332 | 0.6584 | 0.5505 | 0.6584 | 0.8114 |
| No log | 1.5981 | 334 | 0.6936 | 0.4465 | 0.6936 | 0.8328 |
| No log | 1.6077 | 336 | 0.6825 | 0.4220 | 0.6825 | 0.8261 |
| No log | 1.6172 | 338 | 0.6756 | 0.4375 | 0.6756 | 0.8219 |
| No log | 1.6268 | 340 | 0.6966 | 0.3099 | 0.6966 | 0.8346 |
| No log | 1.6364 | 342 | 0.8274 | 0.3364 | 0.8274 | 0.9096 |
| No log | 1.6459 | 344 | 1.0031 | 0.24 | 1.0031 | 1.0015 |
| No log | 1.6555 | 346 | 1.0984 | 0.1676 | 1.0984 | 1.0481 |
| No log | 1.6651 | 348 | 1.0282 | 0.24 | 1.0282 | 1.0140 |
| No log | 1.6746 | 350 | 0.8476 | 0.2936 | 0.8476 | 0.9207 |
| No log | 1.6842 | 352 | 0.7593 | 0.3844 | 0.7593 | 0.8714 |
| No log | 1.6938 | 354 | 0.7008 | 0.2950 | 0.7008 | 0.8371 |
| No log | 1.7033 | 356 | 0.7190 | 0.2941 | 0.7190 | 0.8479 |
| No log | 1.7129 | 358 | 0.7395 | 0.3348 | 0.7395 | 0.8599 |
| No log | 1.7225 | 360 | 0.7256 | 0.3348 | 0.7256 | 0.8518 |
| No log | 1.7321 | 362 | 0.7022 | 0.4375 | 0.7022 | 0.8380 |
| No log | 1.7416 | 364 | 0.6603 | 0.3524 | 0.6603 | 0.8126 |
| No log | 1.7512 | 366 | 0.6101 | 0.4400 | 0.6101 | 0.7811 |
| No log | 1.7608 | 368 | 0.6246 | 0.3778 | 0.6246 | 0.7903 |
| No log | 1.7703 | 370 | 0.6482 | 0.4013 | 0.6482 | 0.8051 |
| No log | 1.7799 | 372 | 0.7102 | 0.3226 | 0.7102 | 0.8428 |
| No log | 1.7895 | 374 | 0.7247 | 0.3226 | 0.7247 | 0.8513 |
| No log | 1.7990 | 376 | 0.7071 | 0.3388 | 0.7071 | 0.8409 |
| No log | 1.8086 | 378 | 0.6250 | 0.3778 | 0.6250 | 0.7906 |
| No log | 1.8182 | 380 | 0.5924 | 0.4400 | 0.5924 | 0.7696 |
| No log | 1.8278 | 382 | 0.6004 | 0.4893 | 0.6004 | 0.7749 |
| No log | 1.8373 | 384 | 0.6219 | 0.4167 | 0.6219 | 0.7886 |
| No log | 1.8469 | 386 | 0.6454 | 0.4167 | 0.6454 | 0.8034 |
| No log | 1.8565 | 388 | 0.6723 | 0.3778 | 0.6723 | 0.8200 |
| No log | 1.8660 | 390 | 0.7381 | 0.2724 | 0.7381 | 0.8591 |
| No log | 1.8756 | 392 | 0.7892 | 0.1404 | 0.7892 | 0.8884 |
| No log | 1.8852 | 394 | 0.7869 | 0.1404 | 0.7869 | 0.8871 |
| No log | 1.8947 | 396 | 0.7639 | 0.2724 | 0.7639 | 0.8740 |
| No log | 1.9043 | 398 | 0.7029 | 0.3077 | 0.7029 | 0.8384 |
| No log | 1.9139 | 400 | 0.6683 | 0.3083 | 0.6683 | 0.8175 |
| No log | 1.9234 | 402 | 0.6450 | 0.4167 | 0.6450 | 0.8031 |
| No log | 1.9330 | 404 | 0.6228 | 0.3756 | 0.6228 | 0.7892 |
| No log | 1.9426 | 406 | 0.6163 | 0.4251 | 0.6163 | 0.7850 |
| No log | 1.9522 | 408 | 0.6099 | 0.4510 | 0.6099 | 0.7810 |
| No log | 1.9617 | 410 | 0.5960 | 0.4510 | 0.5960 | 0.7720 |
| No log | 1.9713 | 412 | 0.5812 | 0.4251 | 0.5812 | 0.7624 |
| No log | 1.9809 | 414 | 0.5741 | 0.5000 | 0.5741 | 0.7577 |
| No log | 1.9904 | 416 | 0.5623 | 0.4615 | 0.5623 | 0.7499 |
| No log | 2.0 | 418 | 0.5736 | 0.3778 | 0.5736 | 0.7574 |
| No log | 2.0096 | 420 | 0.6267 | 0.3778 | 0.6267 | 0.7916 |
| No log | 2.0191 | 422 | 0.7013 | 0.3226 | 0.7013 | 0.8374 |
| No log | 2.0287 | 424 | 0.7999 | 0.2939 | 0.7999 | 0.8944 |
| No log | 2.0383 | 426 | 0.9404 | 0.2344 | 0.9404 | 0.9698 |
| No log | 2.0478 | 428 | 1.0539 | 0.2030 | 1.0539 | 1.0266 |
| No log | 2.0574 | 430 | 1.2431 | 0.1853 | 1.2431 | 1.1150 |
| No log | 2.0670 | 432 | 1.2916 | 0.1853 | 1.2916 | 1.1365 |
| No log | 2.0766 | 434 | 1.1961 | 0.1853 | 1.1961 | 1.0937 |
| No log | 2.0861 | 436 | 1.0506 | 0.1860 | 1.0506 | 1.0250 |
| No log | 2.0957 | 438 | 0.9294 | 0.2054 | 0.9294 | 0.9640 |
| No log | 2.1053 | 440 | 0.8088 | 0.1404 | 0.8088 | 0.8993 |
| No log | 2.1148 | 442 | 0.7176 | 0.2097 | 0.7176 | 0.8471 |
| No log | 2.1244 | 444 | 0.6635 | 0.3849 | 0.6635 | 0.8145 |
| No log | 2.1340 | 446 | 0.6319 | 0.3849 | 0.6319 | 0.7949 |
| No log | 2.1435 | 448 | 0.5943 | 0.4068 | 0.5943 | 0.7709 |
| No log | 2.1531 | 450 | 0.5851 | 0.4068 | 0.5851 | 0.7649 |
| No log | 2.1627 | 452 | 0.5890 | 0.3849 | 0.5890 | 0.7675 |
| No log | 2.1722 | 454 | 0.6044 | 0.3849 | 0.6044 | 0.7774 |
| No log | 2.1818 | 456 | 0.6356 | 0.3590 | 0.6356 | 0.7972 |
| No log | 2.1914 | 458 | 0.6642 | 0.3844 | 0.6642 | 0.8150 |
| No log | 2.2010 | 460 | 0.7030 | 0.3677 | 0.7030 | 0.8385 |
| No log | 2.2105 | 462 | 0.7043 | 0.3844 | 0.7043 | 0.8392 |
| No log | 2.2201 | 464 | 0.6570 | 0.3844 | 0.6570 | 0.8105 |
| No log | 2.2297 | 466 | 0.6580 | 0.4013 | 0.6580 | 0.8112 |
| No log | 2.2392 | 468 | 0.6444 | 0.3592 | 0.6444 | 0.8027 |
| No log | 2.2488 | 470 | 0.6272 | 0.3957 | 0.6272 | 0.7919 |
| No log | 2.2584 | 472 | 0.6269 | 0.5882 | 0.6269 | 0.7918 |
| No log | 2.2679 | 474 | 0.6383 | 0.5505 | 0.6383 | 0.7990 |
| No log | 2.2775 | 476 | 0.6546 | 0.5532 | 0.6546 | 0.8091 |
| No log | 2.2871 | 478 | 0.6590 | 0.5532 | 0.6590 | 0.8118 |
| No log | 2.2967 | 480 | 0.6584 | 0.4784 | 0.6584 | 0.8114 |
| No log | 2.3062 | 482 | 0.6634 | 0.4270 | 0.6634 | 0.8145 |
| No log | 2.3158 | 484 | 0.6967 | 0.4270 | 0.6967 | 0.8347 |
| No log | 2.3254 | 486 | 0.7936 | 0.3676 | 0.7936 | 0.8908 |
| No log | 2.3349 | 488 | 0.8427 | 0.3226 | 0.8427 | 0.9180 |
| No log | 2.3445 | 490 | 0.7974 | 0.3787 | 0.7974 | 0.8930 |
| No log | 2.3541 | 492 | 0.6965 | 0.4832 | 0.6965 | 0.8346 |
| No log | 2.3636 | 494 | 0.6589 | 0.4542 | 0.6589 | 0.8117 |
| No log | 2.3732 | 496 | 0.6649 | 0.5532 | 0.6649 | 0.8154 |
| No log | 2.3828 | 498 | 0.6981 | 0.4717 | 0.6981 | 0.8355 |
| 0.8216 | 2.3923 | 500 | 0.7164 | 0.4717 | 0.7164 | 0.8464 |
| 0.8216 | 2.4019 | 502 | 0.6875 | 0.4465 | 0.6875 | 0.8292 |
| 0.8216 | 2.4115 | 504 | 0.6659 | 0.5249 | 0.6659 | 0.8160 |
| 0.8216 | 2.4211 | 506 | 0.6567 | 0.3524 | 0.6567 | 0.8104 |
| 0.8216 | 2.4306 | 508 | 0.6788 | 0.2915 | 0.6788 | 0.8239 |
| 0.8216 | 2.4402 | 510 | 0.6969 | 0.3280 | 0.6969 | 0.8348 |
| 0.8216 | 2.4498 | 512 | 0.6910 | 0.3280 | 0.6910 | 0.8313 |
| 0.8216 | 2.4593 | 514 | 0.6769 | 0.3304 | 0.6769 | 0.8228 |
| 0.8216 | 2.4689 | 516 | 0.6846 | 0.3304 | 0.6846 | 0.8274 |
| 0.8216 | 2.4785 | 518 | 0.7014 | 0.3304 | 0.7014 | 0.8375 |
| 0.8216 | 2.4880 | 520 | 0.7063 | 0.3691 | 0.7063 | 0.8404 |
| 0.8216 | 2.4976 | 522 | 0.7078 | 0.3446 | 0.7078 | 0.8413 |
| 0.8216 | 2.5072 | 524 | 0.6942 | 0.3415 | 0.6942 | 0.8332 |
| 0.8216 | 2.5167 | 526 | 0.6686 | 0.3099 | 0.6686 | 0.8177 |
| 0.8216 | 2.5263 | 528 | 0.6373 | 0.3099 | 0.6373 | 0.7983 |
| 0.8216 | 2.5359 | 530 | 0.6123 | 0.2950 | 0.6123 | 0.7825 |
| 0.8216 | 2.5455 | 532 | 0.5962 | 0.4913 | 0.5962 | 0.7722 |
| 0.8216 | 2.5550 | 534 | 0.6100 | 0.5 | 0.6100 | 0.7810 |
| 0.8216 | 2.5646 | 536 | 0.6266 | 0.5221 | 0.6266 | 0.7916 |
| 0.8216 | 2.5742 | 538 | 0.6386 | 0.5221 | 0.6386 | 0.7991 |
| 0.8216 | 2.5837 | 540 | 0.6627 | 0.5172 | 0.6627 | 0.8140 |
| 0.8216 | 2.5933 | 542 | 0.6523 | 0.5172 | 0.6523 | 0.8076 |
| 0.8216 | 2.6029 | 544 | 0.6415 | 0.5172 | 0.6415 | 0.8009 |
| 0.8216 | 2.6124 | 546 | 0.6344 | 0.5172 | 0.6344 | 0.7965 |
| 0.8216 | 2.6220 | 548 | 0.6223 | 0.5172 | 0.6223 | 0.7889 |
| 0.8216 | 2.6316 | 550 | 0.6007 | 0.5221 | 0.6007 | 0.7750 |
| 0.8216 | 2.6411 | 552 | 0.5789 | 0.4235 | 0.5789 | 0.7609 |
| 0.8216 | 2.6507 | 554 | 0.5844 | 0.4574 | 0.5844 | 0.7644 |
| 0.8216 | 2.6603 | 556 | 0.5892 | 0.4145 | 0.5892 | 0.7676 |
| 0.8216 | 2.6699 | 558 | 0.5888 | 0.4145 | 0.5888 | 0.7674 |
| 0.8216 | 2.6794 | 560 | 0.5911 | 0.4235 | 0.5911 | 0.7688 |
| 0.8216 | 2.6890 | 562 | 0.6229 | 0.5172 | 0.6229 | 0.7892 |
| 0.8216 | 2.6986 | 564 | 0.6384 | 0.5767 | 0.6384 | 0.7990 |
| 0.8216 | 2.7081 | 566 | 0.6157 | 0.4758 | 0.6157 | 0.7847 |
| 0.8216 | 2.7177 | 568 | 0.6197 | 0.3482 | 0.6197 | 0.7872 |
| 0.8216 | 2.7273 | 570 | 0.6498 | 0.3083 | 0.6498 | 0.8061 |
| 0.8216 | 2.7368 | 572 | 0.7047 | 0.3241 | 0.7047 | 0.8394 |
| 0.8216 | 2.7464 | 574 | 0.7598 | 0.2594 | 0.7598 | 0.8717 |
| 0.8216 | 2.7560 | 576 | 0.8084 | 0.1959 | 0.8084 | 0.8991 |
| 0.8216 | 2.7656 | 578 | 0.8175 | 0.1959 | 0.8175 | 0.9041 |
| 0.8216 | 2.7751 | 580 | 0.7789 | 0.1959 | 0.7789 | 0.8826 |
| 0.8216 | 2.7847 | 582 | 0.7528 | 0.2594 | 0.7528 | 0.8677 |
| 0.8216 | 2.7943 | 584 | 0.7901 | 0.1959 | 0.7901 | 0.8888 |
| 0.8216 | 2.8038 | 586 | 0.7703 | 0.2594 | 0.7703 | 0.8777 |
| 0.8216 | 2.8134 | 588 | 0.7201 | 0.2927 | 0.7201 | 0.8486 |
| 0.8216 | 2.8230 | 590 | 0.6720 | 0.4167 | 0.6720 | 0.8197 |
| 0.8216 | 2.8325 | 592 | 0.6719 | 0.4368 | 0.6719 | 0.8197 |
| 0.8216 | 2.8421 | 594 | 0.6869 | 0.5294 | 0.6869 | 0.8288 |
| 0.8216 | 2.8517 | 596 | 0.6905 | 0.5294 | 0.6905 | 0.8309 |
| 0.8216 | 2.8612 | 598 | 0.6746 | 0.5294 | 0.6746 | 0.8214 |
| 0.8216 | 2.8708 | 600 | 0.6526 | 0.4574 | 0.6526 | 0.8078 |
| 0.8216 | 2.8804 | 602 | 0.6494 | 0.4167 | 0.6494 | 0.8058 |
| 0.8216 | 2.8900 | 604 | 0.6647 | 0.3241 | 0.6647 | 0.8153 |
| 0.8216 | 2.8995 | 606 | 0.7281 | 0.1959 | 0.7281 | 0.8533 |
| 0.8216 | 2.9091 | 608 | 0.7579 | 0.1959 | 0.7579 | 0.8706 |
| 0.8216 | 2.9187 | 610 | 0.7170 | 0.1959 | 0.7170 | 0.8467 |
| 0.8216 | 2.9282 | 612 | 0.6839 | 0.3241 | 0.6839 | 0.8270 |
| 0.8216 | 2.9378 | 614 | 0.6512 | 0.4049 | 0.6512 | 0.8070 |
| 0.8216 | 2.9474 | 616 | 0.6295 | 0.4262 | 0.6295 | 0.7934 |
| 0.8216 | 2.9569 | 618 | 0.6247 | 0.4262 | 0.6247 | 0.7904 |
| 0.8216 | 2.9665 | 620 | 0.6215 | 0.5116 | 0.6215 | 0.7883 |
| 0.8216 | 2.9761 | 622 | 0.6234 | 0.4655 | 0.6234 | 0.7896 |
| 0.8216 | 2.9856 | 624 | 0.6266 | 0.4655 | 0.6266 | 0.7916 |
| 0.8216 | 2.9952 | 626 | 0.6371 | 0.4655 | 0.6371 | 0.7982 |
| 0.8216 | 3.0048 | 628 | 0.6475 | 0.3593 | 0.6475 | 0.8047 |
| 0.8216 | 3.0144 | 630 | 0.6428 | 0.3593 | 0.6428 | 0.8017 |
| 0.8216 | 3.0239 | 632 | 0.6445 | 0.4460 | 0.6445 | 0.8028 |
| 0.8216 | 3.0335 | 634 | 0.6360 | 0.4460 | 0.6360 | 0.7975 |
| 0.8216 | 3.0431 | 636 | 0.6202 | 0.4655 | 0.6202 | 0.7875 |
| 0.8216 | 3.0526 | 638 | 0.6054 | 0.4655 | 0.6054 | 0.7781 |
| 0.8216 | 3.0622 | 640 | 0.5972 | 0.5333 | 0.5972 | 0.7728 |
| 0.8216 | 3.0718 | 642 | 0.6019 | 0.5333 | 0.6019 | 0.7758 |
| 0.8216 | 3.0813 | 644 | 0.5963 | 0.5333 | 0.5963 | 0.7722 |
| 0.8216 | 3.0909 | 646 | 0.5796 | 0.5116 | 0.5796 | 0.7613 |
| 0.8216 | 3.1005 | 648 | 0.5924 | 0.5205 | 0.5924 | 0.7697 |
| 0.8216 | 3.1100 | 650 | 0.6151 | 0.4651 | 0.6151 | 0.7843 |
| 0.8216 | 3.1196 | 652 | 0.6419 | 0.4013 | 0.6419 | 0.8012 |
| 0.8216 | 3.1292 | 654 | 0.6298 | 0.3844 | 0.6298 | 0.7936 |
| 0.8216 | 3.1388 | 656 | 0.5875 | 0.4964 | 0.5875 | 0.7665 |
| 0.8216 | 3.1483 | 658 | 0.5720 | 0.4655 | 0.5720 | 0.7563 |
| 0.8216 | 3.1579 | 660 | 0.5650 | 0.5116 | 0.5650 | 0.7517 |
| 0.8216 | 3.1675 | 662 | 0.5784 | 0.4706 | 0.5784 | 0.7605 |
| 0.8216 | 3.1770 | 664 | 0.6053 | 0.5172 | 0.6053 | 0.7780 |
| 0.8216 | 3.1866 | 666 | 0.6128 | 0.4936 | 0.6128 | 0.7828 |
| 0.8216 | 3.1962 | 668 | 0.6022 | 0.5294 | 0.6022 | 0.7760 |
| 0.8216 | 3.2057 | 670 | 0.5980 | 0.5062 | 0.5980 | 0.7733 |
| 0.8216 | 3.2153 | 672 | 0.5980 | 0.5062 | 0.5980 | 0.7733 |
| 0.8216 | 3.2249 | 674 | 0.6053 | 0.4655 | 0.6053 | 0.7780 |
| 0.8216 | 3.2344 | 676 | 0.5999 | 0.4655 | 0.5999 | 0.7745 |
| 0.8216 | 3.2440 | 678 | 0.5939 | 0.3957 | 0.5939 | 0.7707 |
| 0.8216 | 3.2536 | 680 | 0.5896 | 0.3957 | 0.5896 | 0.7678 |
| 0.8216 | 3.2632 | 682 | 0.5754 | 0.4655 | 0.5754 | 0.7585 |
| 0.8216 | 3.2727 | 684 | 0.5667 | 0.4655 | 0.5667 | 0.7528 |
| 0.8216 | 3.2823 | 686 | 0.5664 | 0.4542 | 0.5664 | 0.7526 |
| 0.8216 | 3.2919 | 688 | 0.5780 | 0.4542 | 0.5780 | 0.7603 |
| 0.8216 | 3.3014 | 690 | 0.5821 | 0.4542 | 0.5821 | 0.7630 |
| 0.8216 | 3.3110 | 692 | 0.5965 | 0.4542 | 0.5965 | 0.7723 |
| 0.8216 | 3.3206 | 694 | 0.6018 | 0.4542 | 0.6018 | 0.7757 |
| 0.8216 | 3.3301 | 696 | 0.6039 | 0.4542 | 0.6039 | 0.7771 |
| 0.8216 | 3.3397 | 698 | 0.6027 | 0.4542 | 0.6027 | 0.7763 |
| 0.8216 | 3.3493 | 700 | 0.6101 | 0.4542 | 0.6101 | 0.7811 |
| 0.8216 | 3.3589 | 702 | 0.6164 | 0.4362 | 0.6164 | 0.7851 |
| 0.8216 | 3.3684 | 704 | 0.6139 | 0.4362 | 0.6139 | 0.7835 |
| 0.8216 | 3.3780 | 706 | 0.6039 | 0.4362 | 0.6039 | 0.7771 |
| 0.8216 | 3.3876 | 708 | 0.5894 | 0.4697 | 0.5894 | 0.7677 |
| 0.8216 | 3.3971 | 710 | 0.5955 | 0.4706 | 0.5955 | 0.7717 |
| 0.8216 | 3.4067 | 712 | 0.6056 | 0.4706 | 0.6056 | 0.7782 |
| 0.8216 | 3.4163 | 714 | 0.6105 | 0.4706 | 0.6105 | 0.7814 |
| 0.8216 | 3.4258 | 716 | 0.6161 | 0.4706 | 0.6161 | 0.7849 |
| 0.8216 | 3.4354 | 718 | 0.6216 | 0.4936 | 0.6216 | 0.7884 |
| 0.8216 | 3.4450 | 720 | 0.6209 | 0.4936 | 0.6209 | 0.7880 |
| 0.8216 | 3.4545 | 722 | 0.6189 | 0.4706 | 0.6189 | 0.7867 |
| 0.8216 | 3.4641 | 724 | 0.6170 | 0.4338 | 0.6170 | 0.7855 |
| 0.8216 | 3.4737 | 726 | 0.6139 | 0.4338 | 0.6139 | 0.7835 |
| 0.8216 | 3.4833 | 728 | 0.6103 | 0.4338 | 0.6103 | 0.7812 |
| 0.8216 | 3.4928 | 730 | 0.6055 | 0.4706 | 0.6055 | 0.7782 |
| 0.8216 | 3.5024 | 732 | 0.6011 | 0.4338 | 0.6011 | 0.7753 |
| 0.8216 | 3.5120 | 734 | 0.6116 | 0.4338 | 0.6116 | 0.7821 |
| 0.8216 | 3.5215 | 736 | 0.6296 | 0.3772 | 0.6296 | 0.7935 |
| 0.8216 | 3.5311 | 738 | 0.6443 | 0.3415 | 0.6443 | 0.8027 |
| 0.8216 | 3.5407 | 740 | 0.6399 | 0.3415 | 0.6399 | 0.8000 |
| 0.8216 | 3.5502 | 742 | 0.6217 | 0.4655 | 0.6217 | 0.7885 |
| 0.8216 | 3.5598 | 744 | 0.6146 | 0.4655 | 0.6146 | 0.7840 |
| 0.8216 | 3.5694 | 746 | 0.6041 | 0.4338 | 0.6041 | 0.7772 |
| 0.8216 | 3.5789 | 748 | 0.6048 | 0.4936 | 0.6048 | 0.7777 |
| 0.8216 | 3.5885 | 750 | 0.6071 | 0.4936 | 0.6071 | 0.7792 |
| 0.8216 | 3.5981 | 752 | 0.6058 | 0.4936 | 0.6058 | 0.7783 |
| 0.8216 | 3.6077 | 754 | 0.5932 | 0.4936 | 0.5932 | 0.7702 |
| 0.8216 | 3.6172 | 756 | 0.5852 | 0.4936 | 0.5852 | 0.7650 |
| 0.8216 | 3.6268 | 758 | 0.5966 | 0.3970 | 0.5966 | 0.7724 |
| 0.8216 | 3.6364 | 760 | 0.6374 | 0.3415 | 0.6374 | 0.7984 |
| 0.8216 | 3.6459 | 762 | 0.7034 | 0.2620 | 0.7034 | 0.8387 |
| 0.8216 | 3.6555 | 764 | 0.7718 | 0.2468 | 0.7718 | 0.8785 |
| 0.8216 | 3.6651 | 766 | 0.7455 | 0.2468 | 0.7455 | 0.8634 |
| 0.8216 | 3.6746 | 768 | 0.6771 | 0.2759 | 0.6771 | 0.8228 |
| 0.8216 | 3.6842 | 770 | 0.6242 | 0.4085 | 0.6242 | 0.7900 |
| 0.8216 | 3.6938 | 772 | 0.6124 | 0.4235 | 0.6124 | 0.7825 |
| 0.8216 | 3.7033 | 774 | 0.6557 | 0.4936 | 0.6557 | 0.8098 |
| 0.8216 | 3.7129 | 776 | 0.6817 | 0.4936 | 0.6817 | 0.8256 |
| 0.8216 | 3.7225 | 778 | 0.6612 | 0.4936 | 0.6612 | 0.8131 |
| 0.8216 | 3.7321 | 780 | 0.6310 | 0.4936 | 0.6310 | 0.7943 |
| 0.8216 | 3.7416 | 782 | 0.6119 | 0.4235 | 0.6119 | 0.7823 |
| 0.8216 | 3.7512 | 784 | 0.6176 | 0.4655 | 0.6176 | 0.7859 |
| 0.8216 | 3.7608 | 786 | 0.6553 | 0.3415 | 0.6553 | 0.8095 |
| 0.8216 | 3.7703 | 788 | 0.6734 | 0.3415 | 0.6734 | 0.8206 |
| 0.8216 | 3.7799 | 790 | 0.6553 | 0.4085 | 0.6553 | 0.8095 |
| 0.8216 | 3.7895 | 792 | 0.6380 | 0.4655 | 0.6380 | 0.7988 |
| 0.8216 | 3.7990 | 794 | 0.6359 | 0.4655 | 0.6359 | 0.7974 |
| 0.8216 | 3.8086 | 796 | 0.6328 | 0.4655 | 0.6328 | 0.7955 |
| 0.8216 | 3.8182 | 798 | 0.6400 | 0.4444 | 0.6400 | 0.8000 |
| 0.8216 | 3.8278 | 800 | 0.6420 | 0.4936 | 0.6420 | 0.8012 |
| 0.8216 | 3.8373 | 802 | 0.6309 | 0.4444 | 0.6309 | 0.7943 |
| 0.8216 | 3.8469 | 804 | 0.6198 | 0.4655 | 0.6198 | 0.7873 |
| 0.8216 | 3.8565 | 806 | 0.6263 | 0.4270 | 0.6263 | 0.7914 |
| 0.8216 | 3.8660 | 808 | 0.6360 | 0.4085 | 0.6360 | 0.7975 |
| 0.8216 | 3.8756 | 810 | 0.6561 | 0.3415 | 0.6561 | 0.8100 |
| 0.8216 | 3.8852 | 812 | 0.6758 | 0.3415 | 0.6758 | 0.8221 |
| 0.8216 | 3.8947 | 814 | 0.6951 | 0.3415 | 0.6951 | 0.8337 |
| 0.8216 | 3.9043 | 816 | 0.6878 | 0.2759 | 0.6878 | 0.8294 |
| 0.8216 | 3.9139 | 818 | 0.6625 | 0.3415 | 0.6625 | 0.8140 |
| 0.8216 | 3.9234 | 820 | 0.6327 | 0.3415 | 0.6327 | 0.7954 |
| 0.8216 | 3.9330 | 822 | 0.6126 | 0.3415 | 0.6126 | 0.7827 |
| 0.8216 | 3.9426 | 824 | 0.6091 | 0.4085 | 0.6091 | 0.7805 |
| 0.8216 | 3.9522 | 826 | 0.6166 | 0.3415 | 0.6166 | 0.7853 |
| 0.8216 | 3.9617 | 828 | 0.6252 | 0.3415 | 0.6252 | 0.7907 |
| 0.8216 | 3.9713 | 830 | 0.6253 | 0.3415 | 0.6253 | 0.7907 |
| 0.8216 | 3.9809 | 832 | 0.6102 | 0.3415 | 0.6102 | 0.7811 |
| 0.8216 | 3.9904 | 834 | 0.5966 | 0.4964 | 0.5966 | 0.7724 |
| 0.8216 | 4.0 | 836 | 0.6027 | 0.4535 | 0.6027 | 0.7764 |
| 0.8216 | 4.0096 | 838 | 0.6247 | 0.4535 | 0.6247 | 0.7903 |
| 0.8216 | 4.0191 | 840 | 0.6518 | 0.4659 | 0.6518 | 0.8074 |
| 0.8216 | 4.0287 | 842 | 0.6446 | 0.4659 | 0.6446 | 0.8029 |
| 0.8216 | 4.0383 | 844 | 0.6099 | 0.4535 | 0.6099 | 0.7810 |
| 0.8216 | 4.0478 | 846 | 0.5985 | 0.4769 | 0.5985 | 0.7736 |
| 0.8216 | 4.0574 | 848 | 0.6272 | 0.3415 | 0.6272 | 0.7919 |
| 0.8216 | 4.0670 | 850 | 0.6469 | 0.4013 | 0.6469 | 0.8043 |
| 0.8216 | 4.0766 | 852 | 0.6431 | 0.3415 | 0.6431 | 0.8019 |
| 0.8216 | 4.0861 | 854 | 0.6285 | 0.4085 | 0.6285 | 0.7928 |
| 0.8216 | 4.0957 | 856 | 0.6024 | 0.4769 | 0.6024 | 0.7762 |
| 0.8216 | 4.1053 | 858 | 0.5968 | 0.4769 | 0.5968 | 0.7725 |
| 0.8216 | 4.1148 | 860 | 0.5996 | 0.5116 | 0.5996 | 0.7744 |
| 0.8216 | 4.1244 | 862 | 0.6139 | 0.4706 | 0.6139 | 0.7835 |
| 0.8216 | 4.1340 | 864 | 0.6335 | 0.5172 | 0.6335 | 0.7959 |
| 0.8216 | 4.1435 | 866 | 0.6337 | 0.5172 | 0.6337 | 0.7960 |
| 0.8216 | 4.1531 | 868 | 0.6211 | 0.5172 | 0.6211 | 0.7881 |
| 0.8216 | 4.1627 | 870 | 0.6052 | 0.5116 | 0.6052 | 0.7780 |
| 0.8216 | 4.1722 | 872 | 0.6181 | 0.4769 | 0.6181 | 0.7862 |
| 0.8216 | 4.1818 | 874 | 0.6952 | 0.3241 | 0.6952 | 0.8338 |
| 0.8216 | 4.1914 | 876 | 0.7834 | 0.25 | 0.7834 | 0.8851 |
| 0.8216 | 4.2010 | 878 | 0.8233 | 0.2266 | 0.8233 | 0.9074 |
| 0.8216 | 4.2105 | 880 | 0.8188 | 0.2266 | 0.8188 | 0.9049 |
| 0.8216 | 4.2201 | 882 | 0.7607 | 0.3343 | 0.7607 | 0.8722 |
| 0.8216 | 4.2297 | 884 | 0.6848 | 0.3388 | 0.6848 | 0.8275 |
| 0.8216 | 4.2392 | 886 | 0.6181 | 0.4085 | 0.6181 | 0.7862 |
| 0.8216 | 4.2488 | 888 | 0.5906 | 0.4769 | 0.5906 | 0.7685 |
| 0.8216 | 4.2584 | 890 | 0.5906 | 0.4784 | 0.5906 | 0.7685 |
| 0.8216 | 4.2679 | 892 | 0.6166 | 0.5172 | 0.6166 | 0.7852 |
| 0.8216 | 4.2775 | 894 | 0.6308 | 0.5172 | 0.6308 | 0.7942 |
| 0.8216 | 4.2871 | 896 | 0.6101 | 0.5221 | 0.6101 | 0.7811 |
| 0.8216 | 4.2967 | 898 | 0.5926 | 0.5 | 0.5926 | 0.7698 |
| 0.8216 | 4.3062 | 900 | 0.5915 | 0.4784 | 0.5915 | 0.7691 |
| 0.8216 | 4.3158 | 902 | 0.5938 | 0.4655 | 0.5938 | 0.7706 |
| 0.8216 | 4.3254 | 904 | 0.5990 | 0.4655 | 0.5990 | 0.7740 |
| 0.8216 | 4.3349 | 906 | 0.6021 | 0.5441 | 0.6021 | 0.7760 |
| 0.8216 | 4.3445 | 908 | 0.6085 | 0.5441 | 0.6085 | 0.7801 |
| 0.8216 | 4.3541 | 910 | 0.6133 | 0.3970 | 0.6133 | 0.7831 |
| 0.8216 | 4.3636 | 912 | 0.6103 | 0.4697 | 0.6103 | 0.7812 |
| 0.8216 | 4.3732 | 914 | 0.6042 | 0.5116 | 0.6042 | 0.7773 |
| 0.8216 | 4.3828 | 916 | 0.6043 | 0.4706 | 0.6043 | 0.7774 |
| 0.8216 | 4.3923 | 918 | 0.6076 | 0.4936 | 0.6076 | 0.7795 |
| 0.8216 | 4.4019 | 920 | 0.6083 | 0.4936 | 0.6083 | 0.7800 |
| 0.8216 | 4.4115 | 922 | 0.6141 | 0.4936 | 0.6141 | 0.7836 |
| 0.8216 | 4.4211 | 924 | 0.6249 | 0.4936 | 0.6249 | 0.7905 |
| 0.8216 | 4.4306 | 926 | 0.6297 | 0.5116 | 0.6297 | 0.7935 |
| 0.8216 | 4.4402 | 928 | 0.6358 | 0.5116 | 0.6358 | 0.7974 |
| 0.8216 | 4.4498 | 930 | 0.6431 | 0.5116 | 0.6431 | 0.8020 |
| 0.8216 | 4.4593 | 932 | 0.6497 | 0.5116 | 0.6497 | 0.8060 |
| 0.8216 | 4.4689 | 934 | 0.6425 | 0.5116 | 0.6425 | 0.8016 |
| 0.8216 | 4.4785 | 936 | 0.6350 | 0.5116 | 0.6350 | 0.7969 |
| 0.8216 | 4.4880 | 938 | 0.6212 | 0.5116 | 0.6212 | 0.7881 |
| 0.8216 | 4.4976 | 940 | 0.6117 | 0.5116 | 0.6117 | 0.7821 |
| 0.8216 | 4.5072 | 942 | 0.6054 | 0.5116 | 0.6054 | 0.7781 |
| 0.8216 | 4.5167 | 944 | 0.6027 | 0.5116 | 0.6027 | 0.7764 |
| 0.8216 | 4.5263 | 946 | 0.6001 | 0.4904 | 0.6001 | 0.7747 |
| 0.8216 | 4.5359 | 948 | 0.5961 | 0.4494 | 0.5961 | 0.7721 |
| 0.8216 | 4.5455 | 950 | 0.5902 | 0.4494 | 0.5902 | 0.7682 |
| 0.8216 | 4.5550 | 952 | 0.5815 | 0.5227 | 0.5815 | 0.7626 |
| 0.8216 | 4.5646 | 954 | 0.5751 | 0.5116 | 0.5751 | 0.7584 |
| 0.8216 | 4.5742 | 956 | 0.5744 | 0.5441 | 0.5744 | 0.7579 |
| 0.8216 | 4.5837 | 958 | 0.5757 | 0.5227 | 0.5757 | 0.7587 |
| 0.8216 | 4.5933 | 960 | 0.5790 | 0.4494 | 0.5790 | 0.7609 |
| 0.8216 | 4.6029 | 962 | 0.5870 | 0.3778 | 0.5870 | 0.7662 |
| 0.8216 | 4.6124 | 964 | 0.5836 | 0.4494 | 0.5836 | 0.7639 |
| 0.8216 | 4.6220 | 966 | 0.5695 | 0.5182 | 0.5695 | 0.7547 |
| 0.8216 | 4.6316 | 968 | 0.5677 | 0.5182 | 0.5677 | 0.7535 |
| 0.8216 | 4.6411 | 970 | 0.5700 | 0.5182 | 0.5700 | 0.7550 |
| 0.8216 | 4.6507 | 972 | 0.5678 | 0.5739 | 0.5678 | 0.7535 |
| 0.8216 | 4.6603 | 974 | 0.5663 | 0.5991 | 0.5663 | 0.7526 |
| 0.8216 | 4.6699 | 976 | 0.5666 | 0.5991 | 0.5666 | 0.7528 |
| 0.8216 | 4.6794 | 978 | 0.5671 | 0.5991 | 0.5671 | 0.7530 |
| 0.8216 | 4.6890 | 980 | 0.5694 | 0.5991 | 0.5694 | 0.7546 |
| 0.8216 | 4.6986 | 982 | 0.5744 | 0.4292 | 0.5744 | 0.7579 |
| 0.8216 | 4.7081 | 984 | 0.5812 | 0.384 | 0.5812 | 0.7624 |
| 0.8216 | 4.7177 | 986 | 0.5829 | 0.3970 | 0.5829 | 0.7635 |
| 0.8216 | 4.7273 | 988 | 0.5856 | 0.3970 | 0.5856 | 0.7652 |
| 0.8216 | 4.7368 | 990 | 0.5879 | 0.3970 | 0.5879 | 0.7668 |
| 0.8216 | 4.7464 | 992 | 0.5838 | 0.3970 | 0.5838 | 0.7641 |
| 0.8216 | 4.7560 | 994 | 0.5816 | 0.4697 | 0.5816 | 0.7627 |
| 0.8216 | 4.7656 | 996 | 0.5790 | 0.4697 | 0.5790 | 0.7609 |
| 0.8216 | 4.7751 | 998 | 0.5794 | 0.4784 | 0.5794 | 0.7612 |
| 0.5521 | 4.7847 | 1000 | 0.5933 | 0.5 | 0.5933 | 0.7703 |
| 0.5521 | 4.7943 | 1002 | 0.6332 | 0.4936 | 0.6332 | 0.7957 |
| 0.5521 | 4.8038 | 1004 | 0.6603 | 0.5172 | 0.6603 | 0.8126 |
| 0.5521 | 4.8134 | 1006 | 0.6621 | 0.5172 | 0.6621 | 0.8137 |
| 0.5521 | 4.8230 | 1008 | 0.6460 | 0.5172 | 0.6460 | 0.8037 |
| 0.5521 | 4.8325 | 1010 | 0.6112 | 0.5 | 0.6112 | 0.7818 |
| 0.5521 | 4.8421 | 1012 | 0.5942 | 0.4031 | 0.5942 | 0.7709 |
| 0.5521 | 4.8517 | 1014 | 0.5822 | 0.4031 | 0.5822 | 0.7630 |
| 0.5521 | 4.8612 | 1016 | 0.5745 | 0.4832 | 0.5745 | 0.7579 |
| 0.5521 | 4.8708 | 1018 | 0.5759 | 0.4832 | 0.5759 | 0.7589 |
| 0.5521 | 4.8804 | 1020 | 0.5692 | 0.4832 | 0.5692 | 0.7545 |
| 0.5521 | 4.8900 | 1022 | 0.5570 | 0.4542 | 0.5570 | 0.7463 |
| 0.5521 | 4.8995 | 1024 | 0.5686 | 0.5 | 0.5686 | 0.7541 |
| 0.5521 | 4.9091 | 1026 | 0.5768 | 0.5 | 0.5768 | 0.7595 |
| 0.5521 | 4.9187 | 1028 | 0.5742 | 0.5 | 0.5742 | 0.7577 |
| 0.5521 | 4.9282 | 1030 | 0.5775 | 0.5 | 0.5775 | 0.7599 |
| 0.5521 | 4.9378 | 1032 | 0.5719 | 0.5 | 0.5719 | 0.7563 |
| 0.5521 | 4.9474 | 1034 | 0.5487 | 0.5 | 0.5487 | 0.7407 |
| 0.5521 | 4.9569 | 1036 | 0.5420 | 0.4784 | 0.5420 | 0.7362 |
| 0.5521 | 4.9665 | 1038 | 0.5478 | 0.5 | 0.5478 | 0.7401 |
| 0.5521 | 4.9761 | 1040 | 0.5544 | 0.5 | 0.5544 | 0.7446 |
| 0.5521 | 4.9856 | 1042 | 0.5523 | 0.5 | 0.5523 | 0.7432 |
| 0.5521 | 4.9952 | 1044 | 0.5367 | 0.4368 | 0.5367 | 0.7326 |
| 0.5521 | 5.0048 | 1046 | 0.5278 | 0.4368 | 0.5278 | 0.7265 |
| 0.5521 | 5.0144 | 1048 | 0.5245 | 0.4368 | 0.5245 | 0.7242 |
| 0.5521 | 5.0239 | 1050 | 0.5207 | 0.4368 | 0.5207 | 0.7216 |
| 0.5521 | 5.0335 | 1052 | 0.5169 | 0.4697 | 0.5169 | 0.7190 |
| 0.5521 | 5.0431 | 1054 | 0.5158 | 0.4697 | 0.5158 | 0.7182 |
| 0.5521 | 5.0526 | 1056 | 0.5162 | 0.5267 | 0.5162 | 0.7184 |
| 0.5521 | 5.0622 | 1058 | 0.5221 | 0.4651 | 0.5221 | 0.7226 |
| 0.5521 | 5.0718 | 1060 | 0.5492 | 0.4984 | 0.5492 | 0.7411 |
| 0.5521 | 5.0813 | 1062 | 0.5610 | 0.4984 | 0.5610 | 0.7490 |
| 0.5521 | 5.0909 | 1064 | 0.5539 | 0.5157 | 0.5539 | 0.7443 |
| 0.5521 | 5.1005 | 1066 | 0.5436 | 0.5157 | 0.5436 | 0.7373 |
| 0.5521 | 5.1100 | 1068 | 0.5223 | 0.5157 | 0.5223 | 0.7227 |
| 0.5521 | 5.1196 | 1070 | 0.5099 | 0.4270 | 0.5099 | 0.7141 |
| 0.5521 | 5.1292 | 1072 | 0.5110 | 0.4145 | 0.5110 | 0.7149 |
| 0.5521 | 5.1388 | 1074 | 0.5171 | 0.4853 | 0.5171 | 0.7191 |
| 0.5521 | 5.1483 | 1076 | 0.5264 | 0.4853 | 0.5264 | 0.7255 |
| 0.5521 | 5.1579 | 1078 | 0.5274 | 0.5398 | 0.5274 | 0.7262 |
| 0.5521 | 5.1675 | 1080 | 0.5233 | 0.5398 | 0.5233 | 0.7234 |
| 0.5521 | 5.1770 | 1082 | 0.5187 | 0.4853 | 0.5187 | 0.7202 |
| 0.5521 | 5.1866 | 1084 | 0.5215 | 0.4853 | 0.5215 | 0.7221 |
| 0.5521 | 5.1962 | 1086 | 0.5179 | 0.4853 | 0.5179 | 0.7197 |
| 0.5521 | 5.2057 | 1088 | 0.5073 | 0.5333 | 0.5073 | 0.7123 |
| 0.5521 | 5.2153 | 1090 | 0.4899 | 0.4853 | 0.4899 | 0.6999 |
| 0.5521 | 5.2249 | 1092 | 0.4811 | 0.5685 | 0.4811 | 0.6936 |
| 0.5521 | 5.2344 | 1094 | 0.4948 | 0.4651 | 0.4948 | 0.7034 |
| 0.5521 | 5.2440 | 1096 | 0.5219 | 0.4651 | 0.5219 | 0.7224 |
| 0.5521 | 5.2536 | 1098 | 0.5235 | 0.4984 | 0.5235 | 0.7236 |
| 0.5521 | 5.2632 | 1100 | 0.5043 | 0.4651 | 0.5043 | 0.7101 |
| 0.5521 | 5.2727 | 1102 | 0.4828 | 0.4494 | 0.4828 | 0.6948 |
| 0.5521 | 5.2823 | 1104 | 0.4747 | 0.4615 | 0.4747 | 0.6890 |
| 0.5521 | 5.2919 | 1106 | 0.4753 | 0.4836 | 0.4753 | 0.6894 |
| 0.5521 | 5.3014 | 1108 | 0.4891 | 0.5294 | 0.4891 | 0.6994 |
| 0.5521 | 5.3110 | 1110 | 0.5044 | 0.4936 | 0.5044 | 0.7102 |
| 0.5521 | 5.3206 | 1112 | 0.5064 | 0.5294 | 0.5064 | 0.7116 |
| 0.5521 | 5.3301 | 1114 | 0.5031 | 0.4836 | 0.5031 | 0.7093 |
| 0.5521 | 5.3397 | 1116 | 0.5106 | 0.4400 | 0.5106 | 0.7146 |
| 0.5521 | 5.3493 | 1118 | 0.5372 | 0.3902 | 0.5372 | 0.7329 |
| 0.5521 | 5.3589 | 1120 | 0.5588 | 0.3902 | 0.5588 | 0.7475 |
| 0.5521 | 5.3684 | 1122 | 0.5905 | 0.4474 | 0.5905 | 0.7684 |
| 0.5521 | 5.3780 | 1124 | 0.6001 | 0.4474 | 0.6001 | 0.7747 |
| 0.5521 | 5.3876 | 1126 | 0.5922 | 0.4474 | 0.5922 | 0.7695 |
| 0.5521 | 5.3971 | 1128 | 0.5739 | 0.3902 | 0.5739 | 0.7576 |
| 0.5521 | 5.4067 | 1130 | 0.5565 | 0.4085 | 0.5565 | 0.7460 |
| 0.5521 | 5.4163 | 1132 | 0.5565 | 0.4270 | 0.5565 | 0.7460 |
| 0.5521 | 5.4258 | 1134 | 0.5618 | 0.4270 | 0.5618 | 0.7495 |
| 0.5521 | 5.4354 | 1136 | 0.5678 | 0.4085 | 0.5678 | 0.7535 |
| 0.5521 | 5.4450 | 1138 | 0.5730 | 0.4085 | 0.5730 | 0.7570 |
| 0.5521 | 5.4545 | 1140 | 0.5733 | 0.4085 | 0.5733 | 0.7572 |
| 0.5521 | 5.4641 | 1142 | 0.5797 | 0.4085 | 0.5797 | 0.7614 |
| 0.5521 | 5.4737 | 1144 | 0.5785 | 0.3772 | 0.5785 | 0.7606 |
| 0.5521 | 5.4833 | 1146 | 0.5727 | 0.4655 | 0.5727 | 0.7568 |
| 0.5521 | 5.4928 | 1148 | 0.5786 | 0.4655 | 0.5786 | 0.7607 |
| 0.5521 | 5.5024 | 1150 | 0.5908 | 0.5556 | 0.5908 | 0.7686 |
| 0.5521 | 5.5120 | 1152 | 0.6004 | 0.5556 | 0.6004 | 0.7749 |
| 0.5521 | 5.5215 | 1154 | 0.6110 | 0.5556 | 0.6110 | 0.7817 |
| 0.5521 | 5.5311 | 1156 | 0.6171 | 0.5556 | 0.6171 | 0.7855 |
| 0.5521 | 5.5407 | 1158 | 0.6181 | 0.5116 | 0.6181 | 0.7862 |
| 0.5521 | 5.5502 | 1160 | 0.6165 | 0.5116 | 0.6165 | 0.7852 |
| 0.5521 | 5.5598 | 1162 | 0.6027 | 0.5116 | 0.6027 | 0.7763 |
| 0.5521 | 5.5694 | 1164 | 0.5811 | 0.5116 | 0.5811 | 0.7623 |
| 0.5521 | 5.5789 | 1166 | 0.5630 | 0.5062 | 0.5630 | 0.7503 |
| 0.5521 | 5.5885 | 1168 | 0.5858 | 0.5532 | 0.5858 | 0.7654 |
| 0.5521 | 5.5981 | 1170 | 0.6190 | 0.6147 | 0.6190 | 0.7867 |
| 0.5521 | 5.6077 | 1172 | 0.6203 | 0.6147 | 0.6203 | 0.7876 |
| 0.5521 | 5.6172 | 1174 | 0.5834 | 0.5532 | 0.5834 | 0.7638 |
| 0.5521 | 5.6268 | 1176 | 0.5517 | 0.5532 | 0.5517 | 0.7428 |
| 0.5521 | 5.6364 | 1178 | 0.5349 | 0.5116 | 0.5349 | 0.7313 |
| 0.5521 | 5.6459 | 1180 | 0.5351 | 0.5116 | 0.5351 | 0.7315 |
| 0.5521 | 5.6555 | 1182 | 0.5374 | 0.5333 | 0.5374 | 0.7331 |
| 0.5521 | 5.6651 | 1184 | 0.5442 | 0.5333 | 0.5442 | 0.7377 |
| 0.5521 | 5.6746 | 1186 | 0.5423 | 0.5333 | 0.5423 | 0.7364 |
| 0.5521 | 5.6842 | 1188 | 0.5361 | 0.5116 | 0.5361 | 0.7322 |
| 0.5521 | 5.6938 | 1190 | 0.5350 | 0.5116 | 0.5350 | 0.7315 |
| 0.5521 | 5.7033 | 1192 | 0.5368 | 0.5116 | 0.5368 | 0.7326 |
| 0.5521 | 5.7129 | 1194 | 0.5406 | 0.4904 | 0.5406 | 0.7353 |
| 0.5521 | 5.7225 | 1196 | 0.5454 | 0.4904 | 0.5454 | 0.7385 |
| 0.5521 | 5.7321 | 1198 | 0.5440 | 0.4904 | 0.5440 | 0.7376 |
| 0.5521 | 5.7416 | 1200 | 0.5417 | 0.4904 | 0.5417 | 0.7360 |
| 0.5521 | 5.7512 | 1202 | 0.5527 | 0.5333 | 0.5527 | 0.7435 |
| 0.5521 | 5.7608 | 1204 | 0.5772 | 0.5556 | 0.5772 | 0.7597 |
| 0.5521 | 5.7703 | 1206 | 0.5883 | 0.5556 | 0.5883 | 0.7670 |
| 0.5521 | 5.7799 | 1208 | 0.5895 | 0.5556 | 0.5895 | 0.7678 |
| 0.5521 | 5.7895 | 1210 | 0.5739 | 0.5556 | 0.5739 | 0.7576 |
| 0.5521 | 5.7990 | 1212 | 0.5548 | 0.5333 | 0.5548 | 0.7448 |
| 0.5521 | 5.8086 | 1214 | 0.5512 | 0.5116 | 0.5512 | 0.7424 |
| 0.5521 | 5.8182 | 1216 | 0.5517 | 0.5116 | 0.5517 | 0.7427 |
| 0.5521 | 5.8278 | 1218 | 0.5556 | 0.5116 | 0.5556 | 0.7454 |
| 0.5521 | 5.8373 | 1220 | 0.5643 | 0.5294 | 0.5643 | 0.7512 |
| 0.5521 | 5.8469 | 1222 | 0.5704 | 0.5294 | 0.5704 | 0.7553 |
| 0.5521 | 5.8565 | 1224 | 0.5707 | 0.5294 | 0.5707 | 0.7555 |
| 0.5521 | 5.8660 | 1226 | 0.5666 | 0.5333 | 0.5666 | 0.7528 |
| 0.5521 | 5.8756 | 1228 | 0.5652 | 0.5116 | 0.5652 | 0.7518 |
| 0.5521 | 5.8852 | 1230 | 0.5636 | 0.5116 | 0.5636 | 0.7508 |
| 0.5521 | 5.8947 | 1232 | 0.5621 | 0.5116 | 0.5621 | 0.7497 |
| 0.5521 | 5.9043 | 1234 | 0.5630 | 0.5333 | 0.5630 | 0.7503 |
| 0.5521 | 5.9139 | 1236 | 0.5654 | 0.5294 | 0.5654 | 0.7519 |
| 0.5521 | 5.9234 | 1238 | 0.5696 | 0.5294 | 0.5696 | 0.7547 |
| 0.5521 | 5.9330 | 1240 | 0.5747 | 0.5294 | 0.5747 | 0.7581 |
| 0.5521 | 5.9426 | 1242 | 0.5726 | 0.5294 | 0.5726 | 0.7567 |
| 0.5521 | 5.9522 | 1244 | 0.5667 | 0.5294 | 0.5667 | 0.7528 |
| 0.5521 | 5.9617 | 1246 | 0.5611 | 0.4262 | 0.5611 | 0.7491 |
| 0.5521 | 5.9713 | 1248 | 0.5580 | 0.4262 | 0.5580 | 0.7470 |
| 0.5521 | 5.9809 | 1250 | 0.5547 | 0.4262 | 0.5547 | 0.7448 |
| 0.5521 | 5.9904 | 1252 | 0.5493 | 0.5070 | 0.5493 | 0.7412 |
| 0.5521 | 6.0 | 1254 | 0.5495 | 0.5070 | 0.5495 | 0.7413 |
| 0.5521 | 6.0096 | 1256 | 0.5474 | 0.4651 | 0.5474 | 0.7398 |
| 0.5521 | 6.0191 | 1258 | 0.5381 | 0.5070 | 0.5381 | 0.7336 |
| 0.5521 | 6.0287 | 1260 | 0.5293 | 0.5070 | 0.5293 | 0.7275 |
| 0.5521 | 6.0383 | 1262 | 0.5192 | 0.5765 | 0.5192 | 0.7206 |
| 0.5521 | 6.0478 | 1264 | 0.5166 | 0.5765 | 0.5166 | 0.7187 |
| 0.5521 | 6.0574 | 1266 | 0.5137 | 0.5765 | 0.5137 | 0.7167 |
| 0.5521 | 6.0670 | 1268 | 0.5115 | 0.5673 | 0.5115 | 0.7152 |
| 0.5521 | 6.0766 | 1270 | 0.5106 | 0.5673 | 0.5106 | 0.7146 |
| 0.5521 | 6.0861 | 1272 | 0.5110 | 0.5468 | 0.5110 | 0.7149 |
| 0.5521 | 6.0957 | 1274 | 0.5166 | 0.5070 | 0.5166 | 0.7187 |
| 0.5521 | 6.1053 | 1276 | 0.5183 | 0.5070 | 0.5183 | 0.7199 |
| 0.5521 | 6.1148 | 1278 | 0.5144 | 0.5673 | 0.5144 | 0.7172 |
| 0.5521 | 6.1244 | 1280 | 0.5170 | 0.5673 | 0.5170 | 0.7190 |
| 0.5521 | 6.1340 | 1282 | 0.5256 | 0.5556 | 0.5256 | 0.7250 |
| 0.5521 | 6.1435 | 1284 | 0.5318 | 0.5172 | 0.5318 | 0.7293 |
| 0.5521 | 6.1531 | 1286 | 0.5441 | 0.5172 | 0.5441 | 0.7377 |
| 0.5521 | 6.1627 | 1288 | 0.5574 | 0.5172 | 0.5574 | 0.7466 |
| 0.5521 | 6.1722 | 1290 | 0.5580 | 0.5172 | 0.5580 | 0.7470 |
| 0.5521 | 6.1818 | 1292 | 0.5415 | 0.5172 | 0.5415 | 0.7359 |
| 0.5521 | 6.1914 | 1294 | 0.5198 | 0.5556 | 0.5198 | 0.7210 |
| 0.5521 | 6.2010 | 1296 | 0.5061 | 0.5116 | 0.5061 | 0.7114 |
| 0.5521 | 6.2105 | 1298 | 0.5038 | 0.5070 | 0.5038 | 0.7098 |
| 0.5521 | 6.2201 | 1300 | 0.5138 | 0.5070 | 0.5138 | 0.7168 |
| 0.5521 | 6.2297 | 1302 | 0.5229 | 0.5395 | 0.5229 | 0.7231 |
| 0.5521 | 6.2392 | 1304 | 0.5253 | 0.5395 | 0.5253 | 0.7248 |
| 0.5521 | 6.2488 | 1306 | 0.5196 | 0.5395 | 0.5196 | 0.7209 |
| 0.5521 | 6.2584 | 1308 | 0.5161 | 0.5395 | 0.5161 | 0.7184 |
| 0.5521 | 6.2679 | 1310 | 0.5112 | 0.5395 | 0.5112 | 0.7150 |
| 0.5521 | 6.2775 | 1312 | 0.4997 | 0.5772 | 0.4997 | 0.7069 |
| 0.5521 | 6.2871 | 1314 | 0.4954 | 0.5368 | 0.4954 | 0.7038 |
| 0.5521 | 6.2967 | 1316 | 0.5049 | 0.5556 | 0.5049 | 0.7106 |
| 0.5521 | 6.3062 | 1318 | 0.5153 | 0.5221 | 0.5153 | 0.7178 |
| 0.5521 | 6.3158 | 1320 | 0.5199 | 0.5221 | 0.5199 | 0.7210 |
| 0.5521 | 6.3254 | 1322 | 0.5137 | 0.5221 | 0.5137 | 0.7167 |
| 0.5521 | 6.3349 | 1324 | 0.5033 | 0.5368 | 0.5033 | 0.7094 |
| 0.5521 | 6.3445 | 1326 | 0.4943 | 0.5368 | 0.4943 | 0.7031 |
| 0.5521 | 6.3541 | 1328 | 0.4894 | 0.4964 | 0.4894 | 0.6995 |
| 0.5521 | 6.3636 | 1330 | 0.4921 | 0.5772 | 0.4921 | 0.7015 |
| 0.5521 | 6.3732 | 1332 | 0.4939 | 0.5772 | 0.4939 | 0.7028 |
| 0.5521 | 6.3828 | 1334 | 0.4946 | 0.5772 | 0.4946 | 0.7033 |
| 0.5521 | 6.3923 | 1336 | 0.4965 | 0.4964 | 0.4965 | 0.7046 |
| 0.5521 | 6.4019 | 1338 | 0.5047 | 0.5164 | 0.5047 | 0.7104 |
| 0.5521 | 6.4115 | 1340 | 0.5112 | 0.4784 | 0.5112 | 0.7150 |
| 0.5521 | 6.4211 | 1342 | 0.5133 | 0.4784 | 0.5133 | 0.7165 |
| 0.5521 | 6.4306 | 1344 | 0.5102 | 0.4574 | 0.5102 | 0.7143 |
| 0.5521 | 6.4402 | 1346 | 0.5120 | 0.5333 | 0.5120 | 0.7156 |
| 0.5521 | 6.4498 | 1348 | 0.5128 | 0.5333 | 0.5128 | 0.7161 |
| 0.5521 | 6.4593 | 1350 | 0.5027 | 0.5333 | 0.5027 | 0.7090 |
| 0.5521 | 6.4689 | 1352 | 0.4919 | 0.5673 | 0.4919 | 0.7013 |
| 0.5521 | 6.4785 | 1354 | 0.4867 | 0.5673 | 0.4867 | 0.6976 |
| 0.5521 | 6.4880 | 1356 | 0.4819 | 0.5673 | 0.4819 | 0.6942 |
| 0.5521 | 6.4976 | 1358 | 0.4781 | 0.5673 | 0.4781 | 0.6915 |
| 0.5521 | 6.5072 | 1360 | 0.4758 | 0.5673 | 0.4758 | 0.6898 |
| 0.5521 | 6.5167 | 1362 | 0.4729 | 0.5673 | 0.4729 | 0.6877 |
| 0.5521 | 6.5263 | 1364 | 0.4704 | 0.5673 | 0.4704 | 0.6859 |
| 0.5521 | 6.5359 | 1366 | 0.4688 | 0.5116 | 0.4688 | 0.6847 |
| 0.5521 | 6.5455 | 1368 | 0.4672 | 0.5116 | 0.4672 | 0.6835 |
| 0.5521 | 6.5550 | 1370 | 0.4653 | 0.5116 | 0.4653 | 0.6821 |
| 0.5521 | 6.5646 | 1372 | 0.4636 | 0.5116 | 0.4636 | 0.6809 |
| 0.5521 | 6.5742 | 1374 | 0.4677 | 0.5556 | 0.4677 | 0.6839 |
| 0.5521 | 6.5837 | 1376 | 0.4796 | 0.5172 | 0.4796 | 0.6925 |
| 0.5521 | 6.5933 | 1378 | 0.4837 | 0.5172 | 0.4837 | 0.6955 |
| 0.5521 | 6.6029 | 1380 | 0.4751 | 0.5172 | 0.4751 | 0.6893 |
| 0.5521 | 6.6124 | 1382 | 0.4606 | 0.5556 | 0.4606 | 0.6787 |
| 0.5521 | 6.6220 | 1384 | 0.4506 | 0.5116 | 0.4506 | 0.6713 |
| 0.5521 | 6.6316 | 1386 | 0.4496 | 0.6441 | 0.4496 | 0.6705 |
| 0.5521 | 6.6411 | 1388 | 0.4513 | 0.6441 | 0.4513 | 0.6718 |
| 0.5521 | 6.6507 | 1390 | 0.4524 | 0.5772 | 0.4524 | 0.6726 |
| 0.5521 | 6.6603 | 1392 | 0.4506 | 0.6441 | 0.4506 | 0.6712 |
| 0.5521 | 6.6699 | 1394 | 0.4522 | 0.5441 | 0.4522 | 0.6725 |
| 0.5521 | 6.6794 | 1396 | 0.4574 | 0.5116 | 0.4574 | 0.6763 |
| 0.5521 | 6.6890 | 1398 | 0.4607 | 0.4706 | 0.4607 | 0.6787 |
| 0.5521 | 6.6986 | 1400 | 0.4658 | 0.4706 | 0.4658 | 0.6825 |
| 0.5521 | 6.7081 | 1402 | 0.4699 | 0.4784 | 0.4699 | 0.6855 |
| 0.5521 | 6.7177 | 1404 | 0.4734 | 0.4784 | 0.4734 | 0.6880 |
| 0.5521 | 6.7273 | 1406 | 0.4732 | 0.4784 | 0.4732 | 0.6879 |
| 0.5521 | 6.7368 | 1408 | 0.4738 | 0.5116 | 0.4738 | 0.6883 |
| 0.5521 | 6.7464 | 1410 | 0.4749 | 0.5772 | 0.4749 | 0.6891 |
| 0.5521 | 6.7560 | 1412 | 0.4759 | 0.5772 | 0.4759 | 0.6899 |
| 0.5521 | 6.7656 | 1414 | 0.4784 | 0.5116 | 0.4784 | 0.6917 |
| 0.5521 | 6.7751 | 1416 | 0.4829 | 0.4784 | 0.4829 | 0.6949 |
| 0.5521 | 6.7847 | 1418 | 0.4919 | 0.4784 | 0.4919 | 0.7013 |
| 0.5521 | 6.7943 | 1420 | 0.5020 | 0.5 | 0.5020 | 0.7085 |
| 0.5521 | 6.8038 | 1422 | 0.5031 | 0.4784 | 0.5031 | 0.7093 |
| 0.5521 | 6.8134 | 1424 | 0.5003 | 0.4784 | 0.5003 | 0.7073 |
| 0.5521 | 6.8230 | 1426 | 0.5021 | 0.4697 | 0.5021 | 0.7086 |
| 0.5521 | 6.8325 | 1428 | 0.5073 | 0.4270 | 0.5073 | 0.7122 |
| 0.5521 | 6.8421 | 1430 | 0.5107 | 0.4697 | 0.5107 | 0.7146 |
| 0.5521 | 6.8517 | 1432 | 0.5083 | 0.4697 | 0.5083 | 0.7129 |
| 0.5521 | 6.8612 | 1434 | 0.5092 | 0.4368 | 0.5092 | 0.7136 |
| 0.5521 | 6.8708 | 1436 | 0.5133 | 0.5062 | 0.5133 | 0.7165 |
| 0.5521 | 6.8804 | 1438 | 0.5185 | 0.4706 | 0.5185 | 0.7201 |
| 0.5521 | 6.8900 | 1440 | 0.5212 | 0.4706 | 0.5212 | 0.7219 |
| 0.5521 | 6.8995 | 1442 | 0.5162 | 0.5062 | 0.5162 | 0.7185 |
| 0.5521 | 6.9091 | 1444 | 0.5125 | 0.5062 | 0.5125 | 0.7159 |
| 0.5521 | 6.9187 | 1446 | 0.5078 | 0.5062 | 0.5078 | 0.7126 |
| 0.5521 | 6.9282 | 1448 | 0.5080 | 0.5062 | 0.5080 | 0.7127 |
| 0.5521 | 6.9378 | 1450 | 0.5100 | 0.5062 | 0.5100 | 0.7141 |
| 0.5521 | 6.9474 | 1452 | 0.5163 | 0.5062 | 0.5163 | 0.7185 |
| 0.5521 | 6.9569 | 1454 | 0.5198 | 0.5062 | 0.5198 | 0.7210 |
| 0.5521 | 6.9665 | 1456 | 0.5199 | 0.5062 | 0.5199 | 0.7210 |
| 0.5521 | 6.9761 | 1458 | 0.5199 | 0.5062 | 0.5199 | 0.7210 |
| 0.5521 | 6.9856 | 1460 | 0.5235 | 0.5062 | 0.5235 | 0.7235 |
| 0.5521 | 6.9952 | 1462 | 0.5222 | 0.5062 | 0.5222 | 0.7226 |
| 0.5521 | 7.0048 | 1464 | 0.5182 | 0.5062 | 0.5182 | 0.7199 |
| 0.5521 | 7.0144 | 1466 | 0.5135 | 0.5062 | 0.5135 | 0.7166 |
| 0.5521 | 7.0239 | 1468 | 0.5107 | 0.5062 | 0.5107 | 0.7146 |
| 0.5521 | 7.0335 | 1470 | 0.5079 | 0.5062 | 0.5079 | 0.7127 |
| 0.5521 | 7.0431 | 1472 | 0.5052 | 0.5062 | 0.5052 | 0.7108 |
| 0.5521 | 7.0526 | 1474 | 0.5022 | 0.5062 | 0.5022 | 0.7087 |
| 0.5521 | 7.0622 | 1476 | 0.5012 | 0.5062 | 0.5012 | 0.7079 |
| 0.5521 | 7.0718 | 1478 | 0.4993 | 0.5062 | 0.4993 | 0.7066 |
| 0.5521 | 7.0813 | 1480 | 0.4963 | 0.5062 | 0.4963 | 0.7045 |
| 0.5521 | 7.0909 | 1482 | 0.4923 | 0.5062 | 0.4923 | 0.7017 |
| 0.5521 | 7.1005 | 1484 | 0.4902 | 0.5062 | 0.4902 | 0.7002 |
| 0.5521 | 7.1100 | 1486 | 0.4921 | 0.5062 | 0.4921 | 0.7015 |
| 0.5521 | 7.1196 | 1488 | 0.4972 | 0.5062 | 0.4972 | 0.7051 |
| 0.5521 | 7.1292 | 1490 | 0.5031 | 0.5062 | 0.5031 | 0.7093 |
| 0.5521 | 7.1388 | 1492 | 0.5072 | 0.5062 | 0.5072 | 0.7122 |
| 0.5521 | 7.1483 | 1494 | 0.5092 | 0.5062 | 0.5092 | 0.7136 |
| 0.5521 | 7.1579 | 1496 | 0.5109 | 0.5062 | 0.5109 | 0.7148 |
| 0.5521 | 7.1675 | 1498 | 0.5107 | 0.5062 | 0.5107 | 0.7146 |
| 0.4031 | 7.1770 | 1500 | 0.5102 | 0.5062 | 0.5102 | 0.7143 |
| 0.4031 | 7.1866 | 1502 | 0.5116 | 0.5062 | 0.5116 | 0.7153 |
| 0.4031 | 7.1962 | 1504 | 0.5186 | 0.4936 | 0.5186 | 0.7202 |
| 0.4031 | 7.2057 | 1506 | 0.5300 | 0.5172 | 0.5300 | 0.7280 |
| 0.4031 | 7.2153 | 1508 | 0.5348 | 0.5172 | 0.5348 | 0.7313 |
| 0.4031 | 7.2249 | 1510 | 0.5407 | 0.5172 | 0.5407 | 0.7353 |
| 0.4031 | 7.2344 | 1512 | 0.5402 | 0.5172 | 0.5402 | 0.7350 |
| 0.4031 | 7.2440 | 1514 | 0.5293 | 0.5172 | 0.5293 | 0.7275 |
| 0.4031 | 7.2536 | 1516 | 0.5099 | 0.5172 | 0.5099 | 0.7141 |
| 0.4031 | 7.2632 | 1518 | 0.4933 | 0.5116 | 0.4933 | 0.7023 |
| 0.4031 | 7.2727 | 1520 | 0.4907 | 0.5971 | 0.4907 | 0.7005 |
| 0.4031 | 7.2823 | 1522 | 0.4907 | 0.5267 | 0.4907 | 0.7005 |
| 0.4031 | 7.2919 | 1524 | 0.4943 | 0.5772 | 0.4943 | 0.7031 |
| 0.4031 | 7.3014 | 1526 | 0.4975 | 0.5772 | 0.4975 | 0.7054 |
| 0.4031 | 7.3110 | 1528 | 0.4942 | 0.5772 | 0.4942 | 0.7030 |
| 0.4031 | 7.3206 | 1530 | 0.4870 | 0.5772 | 0.4870 | 0.6979 |
| 0.4031 | 7.3301 | 1532 | 0.4814 | 0.5673 | 0.4814 | 0.6938 |
| 0.4031 | 7.3397 | 1534 | 0.4803 | 0.5116 | 0.4803 | 0.6930 |
| 0.4031 | 7.3493 | 1536 | 0.4828 | 0.5172 | 0.4828 | 0.6948 |
| 0.4031 | 7.3589 | 1538 | 0.4887 | 0.5172 | 0.4887 | 0.6990 |
| 0.4031 | 7.3684 | 1540 | 0.5056 | 0.5172 | 0.5056 | 0.7110 |
| 0.4031 | 7.3780 | 1542 | 0.5138 | 0.5172 | 0.5138 | 0.7168 |
| 0.4031 | 7.3876 | 1544 | 0.5083 | 0.5172 | 0.5083 | 0.7130 |
| 0.4031 | 7.3971 | 1546 | 0.4934 | 0.5172 | 0.4934 | 0.7024 |
| 0.4031 | 7.4067 | 1548 | 0.4800 | 0.5789 | 0.4800 | 0.6928 |
| 0.4031 | 7.4163 | 1550 | 0.4718 | 0.6097 | 0.4718 | 0.6869 |
| 0.4031 | 7.4258 | 1552 | 0.4695 | 0.6097 | 0.4695 | 0.6852 |
| 0.4031 | 7.4354 | 1554 | 0.4713 | 0.6441 | 0.4713 | 0.6865 |
| 0.4031 | 7.4450 | 1556 | 0.4757 | 0.5772 | 0.4757 | 0.6897 |
| 0.4031 | 7.4545 | 1558 | 0.4797 | 0.5772 | 0.4797 | 0.6926 |
| 0.4031 | 7.4641 | 1560 | 0.4829 | 0.5772 | 0.4829 | 0.6949 |
| 0.4031 | 7.4737 | 1562 | 0.4812 | 0.5772 | 0.4812 | 0.6937 |
| 0.4031 | 7.4833 | 1564 | 0.4799 | 0.5267 | 0.4799 | 0.6927 |
| 0.4031 | 7.4928 | 1566 | 0.4812 | 0.5267 | 0.4812 | 0.6937 |
| 0.4031 | 7.5024 | 1568 | 0.4817 | 0.5971 | 0.4817 | 0.6940 |
| 0.4031 | 7.5120 | 1570 | 0.4817 | 0.5267 | 0.4817 | 0.6940 |
| 0.4031 | 7.5215 | 1572 | 0.4831 | 0.5772 | 0.4831 | 0.6951 |
| 0.4031 | 7.5311 | 1574 | 0.4899 | 0.5772 | 0.4899 | 0.7000 |
| 0.4031 | 7.5407 | 1576 | 0.4958 | 0.5581 | 0.4958 | 0.7041 |
| 0.4031 | 7.5502 | 1578 | 0.5018 | 0.5581 | 0.5018 | 0.7084 |
| 0.4031 | 7.5598 | 1580 | 0.5019 | 0.5581 | 0.5019 | 0.7084 |
| 0.4031 | 7.5694 | 1582 | 0.4999 | 0.5581 | 0.4999 | 0.7071 |
| 0.4031 | 7.5789 | 1584 | 0.4962 | 0.5581 | 0.4962 | 0.7044 |
| 0.4031 | 7.5885 | 1586 | 0.4912 | 0.5581 | 0.4912 | 0.7008 |
| 0.4031 | 7.5981 | 1588 | 0.4870 | 0.5772 | 0.4870 | 0.6978 |
| 0.4031 | 7.6077 | 1590 | 0.4831 | 0.4697 | 0.4831 | 0.6951 |
| 0.4031 | 7.6172 | 1592 | 0.4834 | 0.4697 | 0.4834 | 0.6952 |
| 0.4031 | 7.6268 | 1594 | 0.4849 | 0.4615 | 0.4849 | 0.6964 |
| 0.4031 | 7.6364 | 1596 | 0.4854 | 0.4836 | 0.4854 | 0.6967 |
| 0.4031 | 7.6459 | 1598 | 0.4859 | 0.4481 | 0.4859 | 0.6971 |
| 0.4031 | 7.6555 | 1600 | 0.4856 | 0.4836 | 0.4856 | 0.6969 |
| 0.4031 | 7.6651 | 1602 | 0.4843 | 0.4615 | 0.4843 | 0.6959 |
| 0.4031 | 7.6746 | 1604 | 0.4837 | 0.4697 | 0.4837 | 0.6955 |
| 0.4031 | 7.6842 | 1606 | 0.4859 | 0.4697 | 0.4859 | 0.6970 |
| 0.4031 | 7.6938 | 1608 | 0.4844 | 0.4697 | 0.4844 | 0.6960 |
| 0.4031 | 7.7033 | 1610 | 0.4836 | 0.4904 | 0.4836 | 0.6954 |
| 0.4031 | 7.7129 | 1612 | 0.4818 | 0.4904 | 0.4818 | 0.6941 |
| 0.4031 | 7.7225 | 1614 | 0.4788 | 0.4697 | 0.4788 | 0.6920 |
| 0.4031 | 7.7321 | 1616 | 0.4776 | 0.4697 | 0.4776 | 0.6911 |
| 0.4031 | 7.7416 | 1618 | 0.4761 | 0.4697 | 0.4761 | 0.6900 |
| 0.4031 | 7.7512 | 1620 | 0.4753 | 0.5441 | 0.4753 | 0.6894 |
| 0.4031 | 7.7608 | 1622 | 0.4736 | 0.5441 | 0.4736 | 0.6882 |
| 0.4031 | 7.7703 | 1624 | 0.4736 | 0.5441 | 0.4736 | 0.6882 |
| 0.4031 | 7.7799 | 1626 | 0.4737 | 0.6182 | 0.4737 | 0.6883 |
| 0.4031 | 7.7895 | 1628 | 0.4736 | 0.6182 | 0.4736 | 0.6882 |
| 0.4031 | 7.7990 | 1630 | 0.4754 | 0.6182 | 0.4754 | 0.6895 |
| 0.4031 | 7.8086 | 1632 | 0.4790 | 0.5556 | 0.4790 | 0.6921 |
| 0.4031 | 7.8182 | 1634 | 0.4842 | 0.5556 | 0.4842 | 0.6958 |
| 0.4031 | 7.8278 | 1636 | 0.4859 | 0.5556 | 0.4859 | 0.6971 |
| 0.4031 | 7.8373 | 1638 | 0.4830 | 0.5556 | 0.4830 | 0.6950 |
| 0.4031 | 7.8469 | 1640 | 0.4777 | 0.5556 | 0.4777 | 0.6912 |
| 0.4031 | 7.8565 | 1642 | 0.4726 | 0.5659 | 0.4726 | 0.6875 |
| 0.4031 | 7.8660 | 1644 | 0.4686 | 0.6182 | 0.4686 | 0.6846 |
| 0.4031 | 7.8756 | 1646 | 0.4664 | 0.6441 | 0.4664 | 0.6829 |
| 0.4031 | 7.8852 | 1648 | 0.4671 | 0.6441 | 0.4671 | 0.6835 |
| 0.4031 | 7.8947 | 1650 | 0.4688 | 0.5971 | 0.4688 | 0.6847 |
| 0.4031 | 7.9043 | 1652 | 0.4704 | 0.5441 | 0.4704 | 0.6858 |
| 0.4031 | 7.9139 | 1654 | 0.4742 | 0.5659 | 0.4742 | 0.6887 |
| 0.4031 | 7.9234 | 1656 | 0.4771 | 0.5659 | 0.4771 | 0.6907 |
| 0.4031 | 7.9330 | 1658 | 0.4797 | 0.5659 | 0.4797 | 0.6926 |
| 0.4031 | 7.9426 | 1660 | 0.4798 | 0.5659 | 0.4798 | 0.6927 |
| 0.4031 | 7.9522 | 1662 | 0.4769 | 0.5659 | 0.4769 | 0.6906 |
| 0.4031 | 7.9617 | 1664 | 0.4743 | 0.5659 | 0.4743 | 0.6887 |
| 0.4031 | 7.9713 | 1666 | 0.4741 | 0.5659 | 0.4741 | 0.6886 |
| 0.4031 | 7.9809 | 1668 | 0.4751 | 0.5659 | 0.4751 | 0.6893 |
| 0.4031 | 7.9904 | 1670 | 0.4783 | 0.5659 | 0.4783 | 0.6916 |
| 0.4031 | 8.0 | 1672 | 0.4858 | 0.5221 | 0.4858 | 0.6970 |
| 0.4031 | 8.0096 | 1674 | 0.5020 | 0.5172 | 0.5020 | 0.7085 |
| 0.4031 | 8.0191 | 1676 | 0.5187 | 0.5172 | 0.5187 | 0.7202 |
| 0.4031 | 8.0287 | 1678 | 0.5275 | 0.5172 | 0.5275 | 0.7263 |
| 0.4031 | 8.0383 | 1680 | 0.5269 | 0.5172 | 0.5269 | 0.7259 |
| 0.4031 | 8.0478 | 1682 | 0.5150 | 0.5172 | 0.5150 | 0.7176 |
| 0.4031 | 8.0574 | 1684 | 0.5043 | 0.5172 | 0.5043 | 0.7101 |
| 0.4031 | 8.0670 | 1686 | 0.4988 | 0.5172 | 0.4988 | 0.7063 |
| 0.4031 | 8.0766 | 1688 | 0.4957 | 0.4936 | 0.4957 | 0.7041 |
| 0.4031 | 8.0861 | 1690 | 0.4940 | 0.5294 | 0.4940 | 0.7029 |
| 0.4031 | 8.0957 | 1692 | 0.4951 | 0.4936 | 0.4951 | 0.7037 |
| 0.4031 | 8.1053 | 1694 | 0.4983 | 0.5172 | 0.4983 | 0.7059 |
| 0.4031 | 8.1148 | 1696 | 0.4993 | 0.5172 | 0.4993 | 0.7066 |
| 0.4031 | 8.1244 | 1698 | 0.4997 | 0.5172 | 0.4997 | 0.7069 |
| 0.4031 | 8.1340 | 1700 | 0.4983 | 0.5116 | 0.4983 | 0.7059 |
| 0.4031 | 8.1435 | 1702 | 0.4960 | 0.5468 | 0.4960 | 0.7043 |
| 0.4031 | 8.1531 | 1704 | 0.4956 | 0.5267 | 0.4956 | 0.7040 |
| 0.4031 | 8.1627 | 1706 | 0.4963 | 0.5227 | 0.4963 | 0.7045 |
| 0.4031 | 8.1722 | 1708 | 0.4953 | 0.5267 | 0.4953 | 0.7038 |
| 0.4031 | 8.1818 | 1710 | 0.4946 | 0.5267 | 0.4946 | 0.7033 |
| 0.4031 | 8.1914 | 1712 | 0.4932 | 0.5267 | 0.4932 | 0.7023 |
| 0.4031 | 8.2010 | 1714 | 0.4934 | 0.5267 | 0.4934 | 0.7024 |
| 0.4031 | 8.2105 | 1716 | 0.4949 | 0.5267 | 0.4949 | 0.7035 |
| 0.4031 | 8.2201 | 1718 | 0.4960 | 0.5227 | 0.4960 | 0.7043 |
| 0.4031 | 8.2297 | 1720 | 0.4997 | 0.4904 | 0.4997 | 0.7069 |
| 0.4031 | 8.2392 | 1722 | 0.5015 | 0.4574 | 0.5015 | 0.7082 |
| 0.4031 | 8.2488 | 1724 | 0.5033 | 0.4574 | 0.5033 | 0.7094 |
| 0.4031 | 8.2584 | 1726 | 0.5045 | 0.5227 | 0.5045 | 0.7103 |
| 0.4031 | 8.2679 | 1728 | 0.5058 | 0.5227 | 0.5058 | 0.7112 |
| 0.4031 | 8.2775 | 1730 | 0.5069 | 0.5227 | 0.5069 | 0.7119 |
| 0.4031 | 8.2871 | 1732 | 0.5078 | 0.5227 | 0.5078 | 0.7126 |
| 0.4031 | 8.2967 | 1734 | 0.5103 | 0.5227 | 0.5103 | 0.7144 |
| 0.4031 | 8.3062 | 1736 | 0.5128 | 0.5227 | 0.5128 | 0.7161 |
| 0.4031 | 8.3158 | 1738 | 0.5134 | 0.4615 | 0.5134 | 0.7165 |
| 0.4031 | 8.3254 | 1740 | 0.5138 | 0.4615 | 0.5138 | 0.7168 |
| 0.4031 | 8.3349 | 1742 | 0.5135 | 0.4615 | 0.5135 | 0.7166 |
| 0.4031 | 8.3445 | 1744 | 0.5127 | 0.4615 | 0.5127 | 0.7160 |
| 0.4031 | 8.3541 | 1746 | 0.5123 | 0.4615 | 0.5123 | 0.7157 |
| 0.4031 | 8.3636 | 1748 | 0.5130 | 0.4615 | 0.5130 | 0.7162 |
| 0.4031 | 8.3732 | 1750 | 0.5141 | 0.5227 | 0.5141 | 0.7170 |
| 0.4031 | 8.3828 | 1752 | 0.5139 | 0.5227 | 0.5139 | 0.7169 |
| 0.4031 | 8.3923 | 1754 | 0.5134 | 0.5227 | 0.5134 | 0.7165 |
| 0.4031 | 8.4019 | 1756 | 0.5106 | 0.5227 | 0.5106 | 0.7146 |
| 0.4031 | 8.4115 | 1758 | 0.5084 | 0.5227 | 0.5084 | 0.7130 |
| 0.4031 | 8.4211 | 1760 | 0.5082 | 0.5227 | 0.5082 | 0.7129 |
| 0.4031 | 8.4306 | 1762 | 0.5073 | 0.5227 | 0.5073 | 0.7123 |
| 0.4031 | 8.4402 | 1764 | 0.5061 | 0.4904 | 0.5061 | 0.7114 |
| 0.4031 | 8.4498 | 1766 | 0.5065 | 0.4574 | 0.5065 | 0.7117 |
| 0.4031 | 8.4593 | 1768 | 0.5081 | 0.4574 | 0.5081 | 0.7128 |
| 0.4031 | 8.4689 | 1770 | 0.5113 | 0.4118 | 0.5113 | 0.7150 |
| 0.4031 | 8.4785 | 1772 | 0.5132 | 0.4118 | 0.5132 | 0.7164 |
| 0.4031 | 8.4880 | 1774 | 0.5154 | 0.4340 | 0.5154 | 0.7179 |
| 0.4031 | 8.4976 | 1776 | 0.5150 | 0.5172 | 0.5150 | 0.7176 |
| 0.4031 | 8.5072 | 1778 | 0.5138 | 0.5172 | 0.5138 | 0.7168 |
| 0.4031 | 8.5167 | 1780 | 0.5094 | 0.5172 | 0.5094 | 0.7137 |
| 0.4031 | 8.5263 | 1782 | 0.5032 | 0.5172 | 0.5032 | 0.7093 |
| 0.4031 | 8.5359 | 1784 | 0.4994 | 0.5172 | 0.4994 | 0.7067 |
| 0.4031 | 8.5455 | 1786 | 0.4964 | 0.5556 | 0.4964 | 0.7046 |
| 0.4031 | 8.5550 | 1788 | 0.4959 | 0.5556 | 0.4959 | 0.7042 |
| 0.4031 | 8.5646 | 1790 | 0.4944 | 0.4784 | 0.4944 | 0.7031 |
| 0.4031 | 8.5742 | 1792 | 0.4944 | 0.4574 | 0.4944 | 0.7032 |
| 0.4031 | 8.5837 | 1794 | 0.4955 | 0.4574 | 0.4955 | 0.7039 |
| 0.4031 | 8.5933 | 1796 | 0.4958 | 0.4904 | 0.4958 | 0.7041 |
| 0.4031 | 8.6029 | 1798 | 0.4961 | 0.4904 | 0.4961 | 0.7043 |
| 0.4031 | 8.6124 | 1800 | 0.4967 | 0.4904 | 0.4967 | 0.7048 |
| 0.4031 | 8.6220 | 1802 | 0.4982 | 0.3900 | 0.4982 | 0.7059 |
| 0.4031 | 8.6316 | 1804 | 0.5004 | 0.3900 | 0.5004 | 0.7074 |
| 0.4031 | 8.6411 | 1806 | 0.5040 | 0.4118 | 0.5040 | 0.7100 |
| 0.4031 | 8.6507 | 1808 | 0.5064 | 0.4118 | 0.5064 | 0.7116 |
| 0.4031 | 8.6603 | 1810 | 0.5092 | 0.4936 | 0.5092 | 0.7136 |
| 0.4031 | 8.6699 | 1812 | 0.5119 | 0.5172 | 0.5119 | 0.7155 |
| 0.4031 | 8.6794 | 1814 | 0.5135 | 0.5172 | 0.5135 | 0.7166 |
| 0.4031 | 8.6890 | 1816 | 0.5149 | 0.5172 | 0.5149 | 0.7176 |
| 0.4031 | 8.6986 | 1818 | 0.5151 | 0.5172 | 0.5151 | 0.7177 |
| 0.4031 | 8.7081 | 1820 | 0.5132 | 0.5172 | 0.5132 | 0.7164 |
| 0.4031 | 8.7177 | 1822 | 0.5114 | 0.5172 | 0.5114 | 0.7151 |
| 0.4031 | 8.7273 | 1824 | 0.5090 | 0.5172 | 0.5090 | 0.7134 |
| 0.4031 | 8.7368 | 1826 | 0.5052 | 0.5172 | 0.5052 | 0.7108 |
| 0.4031 | 8.7464 | 1828 | 0.5007 | 0.5172 | 0.5007 | 0.7076 |
| 0.4031 | 8.7560 | 1830 | 0.4953 | 0.5172 | 0.4953 | 0.7038 |
| 0.4031 | 8.7656 | 1832 | 0.4917 | 0.5172 | 0.4917 | 0.7012 |
| 0.4031 | 8.7751 | 1834 | 0.4900 | 0.5172 | 0.4900 | 0.7000 |
| 0.4031 | 8.7847 | 1836 | 0.4899 | 0.5172 | 0.4899 | 0.6999 |
| 0.4031 | 8.7943 | 1838 | 0.4894 | 0.5172 | 0.4894 | 0.6996 |
| 0.4031 | 8.8038 | 1840 | 0.4897 | 0.5172 | 0.4897 | 0.6998 |
| 0.4031 | 8.8134 | 1842 | 0.4884 | 0.4936 | 0.4884 | 0.6989 |
| 0.4031 | 8.8230 | 1844 | 0.4884 | 0.4936 | 0.4884 | 0.6988 |
| 0.4031 | 8.8325 | 1846 | 0.4897 | 0.4936 | 0.4897 | 0.6998 |
| 0.4031 | 8.8421 | 1848 | 0.4925 | 0.5172 | 0.4925 | 0.7018 |
| 0.4031 | 8.8517 | 1850 | 0.4967 | 0.5172 | 0.4967 | 0.7048 |
| 0.4031 | 8.8612 | 1852 | 0.5013 | 0.5172 | 0.5013 | 0.7080 |
| 0.4031 | 8.8708 | 1854 | 0.5034 | 0.5172 | 0.5034 | 0.7095 |
| 0.4031 | 8.8804 | 1856 | 0.5036 | 0.5172 | 0.5036 | 0.7096 |
| 0.4031 | 8.8900 | 1858 | 0.5030 | 0.5172 | 0.5030 | 0.7092 |
| 0.4031 | 8.8995 | 1860 | 0.5052 | 0.5172 | 0.5052 | 0.7108 |
| 0.4031 | 8.9091 | 1862 | 0.5093 | 0.5172 | 0.5093 | 0.7137 |
| 0.4031 | 8.9187 | 1864 | 0.5133 | 0.5172 | 0.5133 | 0.7165 |
| 0.4031 | 8.9282 | 1866 | 0.5168 | 0.5172 | 0.5168 | 0.7189 |
| 0.4031 | 8.9378 | 1868 | 0.5182 | 0.5172 | 0.5182 | 0.7199 |
| 0.4031 | 8.9474 | 1870 | 0.5195 | 0.5172 | 0.5195 | 0.7207 |
| 0.4031 | 8.9569 | 1872 | 0.5182 | 0.5172 | 0.5182 | 0.7199 |
| 0.4031 | 8.9665 | 1874 | 0.5153 | 0.5172 | 0.5153 | 0.7178 |
| 0.4031 | 8.9761 | 1876 | 0.5130 | 0.5172 | 0.5130 | 0.7162 |
| 0.4031 | 8.9856 | 1878 | 0.5116 | 0.5172 | 0.5116 | 0.7152 |
| 0.4031 | 8.9952 | 1880 | 0.5121 | 0.5172 | 0.5121 | 0.7156 |
| 0.4031 | 9.0048 | 1882 | 0.5105 | 0.5172 | 0.5105 | 0.7145 |
| 0.4031 | 9.0144 | 1884 | 0.5067 | 0.5172 | 0.5067 | 0.7118 |
| 0.4031 | 9.0239 | 1886 | 0.5051 | 0.5172 | 0.5051 | 0.7107 |
| 0.4031 | 9.0335 | 1888 | 0.5040 | 0.5172 | 0.5040 | 0.7099 |
| 0.4031 | 9.0431 | 1890 | 0.5047 | 0.5172 | 0.5047 | 0.7104 |
| 0.4031 | 9.0526 | 1892 | 0.5060 | 0.5172 | 0.5060 | 0.7113 |
| 0.4031 | 9.0622 | 1894 | 0.5079 | 0.5172 | 0.5079 | 0.7127 |
| 0.4031 | 9.0718 | 1896 | 0.5104 | 0.5172 | 0.5104 | 0.7144 |
| 0.4031 | 9.0813 | 1898 | 0.5124 | 0.5172 | 0.5124 | 0.7158 |
| 0.4031 | 9.0909 | 1900 | 0.5127 | 0.5172 | 0.5127 | 0.7161 |
| 0.4031 | 9.1005 | 1902 | 0.5113 | 0.5172 | 0.5113 | 0.7151 |
| 0.4031 | 9.1100 | 1904 | 0.5102 | 0.5172 | 0.5102 | 0.7143 |
| 0.4031 | 9.1196 | 1906 | 0.5089 | 0.5172 | 0.5089 | 0.7133 |
| 0.4031 | 9.1292 | 1908 | 0.5068 | 0.5172 | 0.5068 | 0.7119 |
| 0.4031 | 9.1388 | 1910 | 0.5054 | 0.5172 | 0.5054 | 0.7109 |
| 0.4031 | 9.1483 | 1912 | 0.5039 | 0.5172 | 0.5039 | 0.7099 |
| 0.4031 | 9.1579 | 1914 | 0.5016 | 0.5172 | 0.5016 | 0.7083 |
| 0.4031 | 9.1675 | 1916 | 0.5005 | 0.5172 | 0.5005 | 0.7074 |
| 0.4031 | 9.1770 | 1918 | 0.5000 | 0.4936 | 0.5000 | 0.7071 |
| 0.4031 | 9.1866 | 1920 | 0.4992 | 0.4936 | 0.4992 | 0.7065 |
| 0.4031 | 9.1962 | 1922 | 0.4983 | 0.4936 | 0.4983 | 0.7059 |
| 0.4031 | 9.2057 | 1924 | 0.4969 | 0.4706 | 0.4969 | 0.7049 |
| 0.4031 | 9.2153 | 1926 | 0.4954 | 0.4706 | 0.4954 | 0.7038 |
| 0.4031 | 9.2249 | 1928 | 0.4949 | 0.4706 | 0.4949 | 0.7035 |
| 0.4031 | 9.2344 | 1930 | 0.4953 | 0.4706 | 0.4953 | 0.7038 |
| 0.4031 | 9.2440 | 1932 | 0.4961 | 0.4706 | 0.4961 | 0.7044 |
| 0.4031 | 9.2536 | 1934 | 0.4969 | 0.4706 | 0.4969 | 0.7049 |
| 0.4031 | 9.2632 | 1936 | 0.4987 | 0.4706 | 0.4987 | 0.7062 |
| 0.4031 | 9.2727 | 1938 | 0.5011 | 0.4936 | 0.5011 | 0.7079 |
| 0.4031 | 9.2823 | 1940 | 0.5020 | 0.4936 | 0.5020 | 0.7085 |
| 0.4031 | 9.2919 | 1942 | 0.5028 | 0.4936 | 0.5028 | 0.7091 |
| 0.4031 | 9.3014 | 1944 | 0.5029 | 0.4706 | 0.5029 | 0.7091 |
| 0.4031 | 9.3110 | 1946 | 0.5029 | 0.4706 | 0.5029 | 0.7091 |
| 0.4031 | 9.3206 | 1948 | 0.5038 | 0.4936 | 0.5038 | 0.7098 |
| 0.4031 | 9.3301 | 1950 | 0.5038 | 0.4936 | 0.5038 | 0.7098 |
| 0.4031 | 9.3397 | 1952 | 0.5045 | 0.4936 | 0.5045 | 0.7103 |
| 0.4031 | 9.3493 | 1954 | 0.5058 | 0.4936 | 0.5058 | 0.7112 |
| 0.4031 | 9.3589 | 1956 | 0.5052 | 0.4936 | 0.5052 | 0.7108 |
| 0.4031 | 9.3684 | 1958 | 0.5033 | 0.4936 | 0.5033 | 0.7094 |
| 0.4031 | 9.3780 | 1960 | 0.5010 | 0.4706 | 0.5010 | 0.7078 |
| 0.4031 | 9.3876 | 1962 | 0.4984 | 0.4706 | 0.4984 | 0.7060 |
| 0.4031 | 9.3971 | 1964 | 0.4965 | 0.4706 | 0.4965 | 0.7047 |
| 0.4031 | 9.4067 | 1966 | 0.4941 | 0.4706 | 0.4941 | 0.7029 |
| 0.4031 | 9.4163 | 1968 | 0.4921 | 0.4706 | 0.4921 | 0.7015 |
| 0.4031 | 9.4258 | 1970 | 0.4913 | 0.4706 | 0.4913 | 0.7009 |
| 0.4031 | 9.4354 | 1972 | 0.4902 | 0.4706 | 0.4902 | 0.7001 |
| 0.4031 | 9.4450 | 1974 | 0.4893 | 0.4706 | 0.4893 | 0.6995 |
| 0.4031 | 9.4545 | 1976 | 0.4887 | 0.4706 | 0.4887 | 0.6991 |
| 0.4031 | 9.4641 | 1978 | 0.4879 | 0.4706 | 0.4879 | 0.6985 |
| 0.4031 | 9.4737 | 1980 | 0.4873 | 0.4706 | 0.4873 | 0.6981 |
| 0.4031 | 9.4833 | 1982 | 0.4874 | 0.4706 | 0.4874 | 0.6982 |
| 0.4031 | 9.4928 | 1984 | 0.4878 | 0.4706 | 0.4878 | 0.6984 |
| 0.4031 | 9.5024 | 1986 | 0.4884 | 0.4706 | 0.4884 | 0.6989 |
| 0.4031 | 9.5120 | 1988 | 0.4887 | 0.4706 | 0.4887 | 0.6991 |
| 0.4031 | 9.5215 | 1990 | 0.4891 | 0.4706 | 0.4891 | 0.6994 |
| 0.4031 | 9.5311 | 1992 | 0.4894 | 0.4706 | 0.4894 | 0.6996 |
| 0.4031 | 9.5407 | 1994 | 0.4894 | 0.4706 | 0.4894 | 0.6996 |
| 0.4031 | 9.5502 | 1996 | 0.4901 | 0.4706 | 0.4901 | 0.7001 |
| 0.4031 | 9.5598 | 1998 | 0.4911 | 0.4706 | 0.4911 | 0.7008 |
| 0.313 | 9.5694 | 2000 | 0.4925 | 0.4706 | 0.4925 | 0.7018 |
| 0.313 | 9.5789 | 2002 | 0.4933 | 0.4706 | 0.4933 | 0.7024 |
| 0.313 | 9.5885 | 2004 | 0.4945 | 0.4706 | 0.4945 | 0.7032 |
| 0.313 | 9.5981 | 2006 | 0.4953 | 0.4706 | 0.4953 | 0.7038 |
| 0.313 | 9.6077 | 2008 | 0.4955 | 0.4706 | 0.4955 | 0.7039 |
| 0.313 | 9.6172 | 2010 | 0.4955 | 0.4706 | 0.4955 | 0.7039 |
| 0.313 | 9.6268 | 2012 | 0.4959 | 0.4706 | 0.4959 | 0.7042 |
| 0.313 | 9.6364 | 2014 | 0.4963 | 0.4706 | 0.4963 | 0.7045 |
| 0.313 | 9.6459 | 2016 | 0.4962 | 0.4706 | 0.4962 | 0.7044 |
| 0.313 | 9.6555 | 2018 | 0.4957 | 0.4706 | 0.4957 | 0.7041 |
| 0.313 | 9.6651 | 2020 | 0.4951 | 0.4706 | 0.4951 | 0.7037 |
| 0.313 | 9.6746 | 2022 | 0.4939 | 0.4706 | 0.4939 | 0.7028 |
| 0.313 | 9.6842 | 2024 | 0.4933 | 0.4706 | 0.4933 | 0.7024 |
| 0.313 | 9.6938 | 2026 | 0.4928 | 0.4706 | 0.4928 | 0.7020 |
| 0.313 | 9.7033 | 2028 | 0.4924 | 0.4936 | 0.4924 | 0.7017 |
| 0.313 | 9.7129 | 2030 | 0.4923 | 0.4936 | 0.4923 | 0.7017 |
| 0.313 | 9.7225 | 2032 | 0.4925 | 0.4936 | 0.4925 | 0.7018 |
| 0.313 | 9.7321 | 2034 | 0.4922 | 0.4936 | 0.4922 | 0.7016 |
| 0.313 | 9.7416 | 2036 | 0.4918 | 0.4936 | 0.4918 | 0.7013 |
| 0.313 | 9.7512 | 2038 | 0.4912 | 0.4936 | 0.4912 | 0.7009 |
| 0.313 | 9.7608 | 2040 | 0.4911 | 0.4706 | 0.4911 | 0.7008 |
| 0.313 | 9.7703 | 2042 | 0.4916 | 0.4706 | 0.4916 | 0.7011 |
| 0.313 | 9.7799 | 2044 | 0.4922 | 0.4936 | 0.4922 | 0.7016 |
| 0.313 | 9.7895 | 2046 | 0.4926 | 0.4936 | 0.4926 | 0.7019 |
| 0.313 | 9.7990 | 2048 | 0.4929 | 0.4936 | 0.4929 | 0.7021 |
| 0.313 | 9.8086 | 2050 | 0.4931 | 0.4706 | 0.4931 | 0.7022 |
| 0.313 | 9.8182 | 2052 | 0.4930 | 0.4706 | 0.4930 | 0.7021 |
| 0.313 | 9.8278 | 2054 | 0.4927 | 0.4706 | 0.4927 | 0.7019 |
| 0.313 | 9.8373 | 2056 | 0.4928 | 0.4706 | 0.4928 | 0.7020 |
| 0.313 | 9.8469 | 2058 | 0.4932 | 0.4706 | 0.4932 | 0.7023 |
| 0.313 | 9.8565 | 2060 | 0.4936 | 0.4936 | 0.4936 | 0.7026 |
| 0.313 | 9.8660 | 2062 | 0.4938 | 0.4936 | 0.4938 | 0.7027 |
| 0.313 | 9.8756 | 2064 | 0.4942 | 0.4936 | 0.4942 | 0.7030 |
| 0.313 | 9.8852 | 2066 | 0.4946 | 0.4936 | 0.4946 | 0.7033 |
| 0.313 | 9.8947 | 2068 | 0.4952 | 0.4936 | 0.4952 | 0.7037 |
| 0.313 | 9.9043 | 2070 | 0.4956 | 0.4936 | 0.4956 | 0.7040 |
| 0.313 | 9.9139 | 2072 | 0.4958 | 0.4936 | 0.4958 | 0.7041 |
| 0.313 | 9.9234 | 2074 | 0.4958 | 0.4936 | 0.4958 | 0.7041 |
| 0.313 | 9.9330 | 2076 | 0.4957 | 0.4936 | 0.4957 | 0.7040 |
| 0.313 | 9.9426 | 2078 | 0.4955 | 0.4936 | 0.4955 | 0.7039 |
| 0.313 | 9.9522 | 2080 | 0.4955 | 0.4936 | 0.4955 | 0.7039 |
| 0.313 | 9.9617 | 2082 | 0.4955 | 0.4936 | 0.4955 | 0.7039 |
| 0.313 | 9.9713 | 2084 | 0.4954 | 0.4936 | 0.4954 | 0.7039 |
| 0.313 | 9.9809 | 2086 | 0.4954 | 0.4936 | 0.4954 | 0.7038 |
| 0.313 | 9.9904 | 2088 | 0.4954 | 0.4936 | 0.4954 | 0.7038 |
| 0.313 | 10.0 | 2090 | 0.4953 | 0.4936 | 0.4953 | 0.7038 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|