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---
license: other
base_model: nvidia/mit-b0
tags:
- vision
- image-segmentation
- generated_from_trainer
model-index:
- name: copiapoasegmentation-v2
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. -->
# copiapoasegmentation-v2
This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the aghent/copiapoa-semantic-v2 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0260
- Mean Iou: 0.4072
- Mean Accuracy: 0.8144
- Overall Accuracy: 0.8144
- Accuracy Base: 0
- Accuracy Copiapoa: 0.8144
- Iou Base: 0.0
- Iou Copiapoa: 0.8144
## 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: 0.0001
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
### Training results
| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Base | Accuracy Copiapoa | Iou Base | Iou Copiapoa |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|:-------------:|:----------------:|:-------------:|:-----------------:|:--------:|:------------:|
| 0.2629 | 0.01 | 20 | 0.4533 | 0.3151 | 0.6301 | 0.6301 | 0 | 0.6301 | 0.0 | 0.6301 |
| 0.2944 | 0.01 | 40 | 0.1331 | 0.2715 | 0.5430 | 0.5430 | 0 | 0.5430 | 0.0 | 0.5430 |
| 0.1169 | 0.01 | 60 | 0.1411 | 0.3554 | 0.7109 | 0.7109 | 0 | 0.7109 | 0.0 | 0.7109 |
| 0.0947 | 0.02 | 80 | 0.1290 | 0.3582 | 0.7164 | 0.7164 | 0 | 0.7164 | 0.0 | 0.7164 |
| 0.078 | 0.03 | 100 | 0.1248 | 0.2776 | 0.5552 | 0.5552 | 0 | 0.5552 | 0.0 | 0.5552 |
| 0.1385 | 0.03 | 120 | 0.1285 | 0.3305 | 0.6610 | 0.6610 | 0 | 0.6610 | 0.0 | 0.6610 |
| 0.1006 | 0.04 | 140 | 0.1136 | 0.2467 | 0.4934 | 0.4934 | 0 | 0.4934 | 0.0 | 0.4934 |
| 0.0557 | 0.04 | 160 | 0.1026 | 0.2956 | 0.5912 | 0.5912 | 0 | 0.5912 | 0.0 | 0.5912 |
| 0.2698 | 0.04 | 180 | 0.1026 | 0.2561 | 0.5121 | 0.5121 | 0 | 0.5121 | 0.0 | 0.5121 |
| 0.0834 | 0.05 | 200 | 0.1162 | 0.4251 | 0.8501 | 0.8501 | 0 | 0.8501 | 0.0 | 0.8501 |
| 0.0637 | 0.06 | 220 | 0.0878 | 0.2270 | 0.4539 | 0.4539 | 0 | 0.4539 | 0.0 | 0.4539 |
| 0.029 | 0.06 | 240 | 0.0973 | 0.2616 | 0.5233 | 0.5233 | 0 | 0.5233 | 0.0 | 0.5233 |
| 0.0862 | 0.07 | 260 | 0.0875 | 0.2595 | 0.5189 | 0.5189 | 0 | 0.5189 | 0.0 | 0.5189 |
| 0.0417 | 0.07 | 280 | 0.1148 | 0.3413 | 0.6827 | 0.6827 | 0 | 0.6827 | 0.0 | 0.6827 |
| 0.0336 | 0.07 | 300 | 0.1169 | 0.4093 | 0.8186 | 0.8186 | 0 | 0.8186 | 0.0 | 0.8186 |
| 0.1021 | 0.08 | 320 | 0.0834 | 0.2955 | 0.5911 | 0.5911 | 0 | 0.5911 | 0.0 | 0.5911 |
| 0.1041 | 0.09 | 340 | 0.0869 | 0.3081 | 0.6162 | 0.6162 | 0 | 0.6162 | 0.0 | 0.6162 |
| 0.0152 | 0.09 | 360 | 0.0848 | 0.2025 | 0.4050 | 0.4050 | 0 | 0.4050 | 0.0 | 0.4050 |
| 0.0413 | 0.1 | 380 | 0.0867 | 0.2558 | 0.5115 | 0.5115 | 0 | 0.5115 | 0.0 | 0.5115 |
| 0.0259 | 0.1 | 400 | 0.0749 | 0.3763 | 0.7525 | 0.7525 | 0 | 0.7525 | 0.0 | 0.7525 |
| 0.0103 | 0.1 | 420 | 0.0882 | 0.2822 | 0.5644 | 0.5644 | 0 | 0.5644 | 0.0 | 0.5644 |
| 0.045 | 0.11 | 440 | 0.0837 | 0.2458 | 0.4916 | 0.4916 | 0 | 0.4916 | 0.0 | 0.4916 |
| 0.0239 | 0.12 | 460 | 0.0960 | 0.4065 | 0.8131 | 0.8131 | 0 | 0.8131 | 0.0 | 0.8131 |
| 0.0481 | 0.12 | 480 | 0.0797 | 0.3354 | 0.6708 | 0.6708 | 0 | 0.6708 | 0.0 | 0.6708 |
| 0.0282 | 0.12 | 500 | 0.0629 | 0.3325 | 0.6651 | 0.6651 | 0 | 0.6651 | 0.0 | 0.6651 |
| 0.0462 | 0.13 | 520 | 0.0787 | 0.3908 | 0.7816 | 0.7816 | 0 | 0.7816 | 0.0 | 0.7816 |
| 0.0427 | 0.14 | 540 | 0.0748 | 0.3312 | 0.6625 | 0.6625 | 0 | 0.6625 | 0.0 | 0.6625 |
| 0.0365 | 0.14 | 560 | 0.0746 | 0.2847 | 0.5695 | 0.5695 | 0 | 0.5695 | 0.0 | 0.5695 |
| 0.0431 | 0.14 | 580 | 0.0837 | 0.3805 | 0.7610 | 0.7610 | 0 | 0.7610 | 0.0 | 0.7610 |
| 0.013 | 0.15 | 600 | 0.0716 | 0.3881 | 0.7761 | 0.7761 | 0 | 0.7761 | 0.0 | 0.7761 |
| 0.0096 | 0.15 | 620 | 0.0769 | 0.3802 | 0.7605 | 0.7605 | 0 | 0.7605 | 0.0 | 0.7605 |
| 0.0367 | 0.16 | 640 | 0.0805 | 0.2356 | 0.4713 | 0.4713 | 0 | 0.4713 | 0.0 | 0.4713 |
| 0.086 | 0.17 | 660 | 0.0730 | 0.3081 | 0.6162 | 0.6162 | 0 | 0.6162 | 0.0 | 0.6162 |
| 0.0379 | 0.17 | 680 | 0.0727 | 0.3907 | 0.7815 | 0.7815 | 0 | 0.7815 | 0.0 | 0.7815 |
| 0.0228 | 0.17 | 700 | 0.0758 | 0.2583 | 0.5166 | 0.5166 | 0 | 0.5166 | 0.0 | 0.5166 |
| 0.03 | 0.18 | 720 | 0.0745 | 0.2139 | 0.4279 | 0.4279 | 0 | 0.4279 | 0.0 | 0.4279 |
| 0.0211 | 0.18 | 740 | 0.0542 | 0.3220 | 0.6441 | 0.6441 | 0 | 0.6441 | 0.0 | 0.6441 |
| 0.0343 | 0.19 | 760 | 0.0618 | 0.3857 | 0.7714 | 0.7714 | 0 | 0.7714 | 0.0 | 0.7714 |
| 0.0145 | 0.2 | 780 | 0.0839 | 0.2185 | 0.4371 | 0.4371 | 0 | 0.4371 | 0.0 | 0.4371 |
| 0.0239 | 0.2 | 800 | 0.0583 | 0.3063 | 0.6126 | 0.6126 | 0 | 0.6126 | 0.0 | 0.6126 |
| 0.0338 | 0.2 | 820 | 0.1278 | 0.0589 | 0.1178 | 0.1178 | 0 | 0.1178 | 0.0 | 0.1178 |
| 0.009 | 0.21 | 840 | 0.0566 | 0.3188 | 0.6376 | 0.6376 | 0 | 0.6376 | 0.0 | 0.6376 |
| 0.0072 | 0.21 | 860 | 0.0646 | 0.3872 | 0.7745 | 0.7745 | 0 | 0.7745 | 0.0 | 0.7745 |
| 0.0526 | 0.22 | 880 | 0.0598 | 0.3002 | 0.6005 | 0.6005 | 0 | 0.6005 | 0.0 | 0.6005 |
| 0.0057 | 0.23 | 900 | 0.0729 | 0.2569 | 0.5138 | 0.5138 | 0 | 0.5138 | 0.0 | 0.5138 |
| 0.0405 | 0.23 | 920 | 0.0624 | 0.3650 | 0.7299 | 0.7299 | 0 | 0.7299 | 0.0 | 0.7299 |
| 0.0501 | 0.23 | 940 | 0.0663 | 0.3295 | 0.6589 | 0.6589 | 0 | 0.6589 | 0.0 | 0.6589 |
| 0.0044 | 0.24 | 960 | 0.0677 | 0.3736 | 0.7471 | 0.7471 | 0 | 0.7471 | 0.0 | 0.7471 |
| 0.0371 | 0.24 | 980 | 0.0564 | 0.4100 | 0.8200 | 0.8200 | 0 | 0.8200 | 0.0 | 0.8200 |
| 0.0685 | 0.25 | 1000 | 0.0628 | 0.3961 | 0.7922 | 0.7922 | 0 | 0.7922 | 0.0 | 0.7922 |
| 0.0173 | 0.26 | 1020 | 0.0544 | 0.4103 | 0.8207 | 0.8207 | 0 | 0.8207 | 0.0 | 0.8207 |
| 0.0206 | 0.26 | 1040 | 0.0710 | 0.3315 | 0.6629 | 0.6629 | 0 | 0.6629 | 0.0 | 0.6629 |
| 0.0531 | 0.27 | 1060 | 0.0626 | 0.3801 | 0.7602 | 0.7602 | 0 | 0.7602 | 0.0 | 0.7602 |
| 0.0039 | 0.27 | 1080 | 0.0496 | 0.3548 | 0.7096 | 0.7096 | 0 | 0.7096 | 0.0 | 0.7096 |
| 0.0437 | 0.28 | 1100 | 0.0447 | 0.3750 | 0.7500 | 0.7500 | 0 | 0.7500 | 0.0 | 0.7500 |
| 0.0307 | 0.28 | 1120 | 0.0440 | 0.3722 | 0.7444 | 0.7444 | 0 | 0.7444 | 0.0 | 0.7444 |
| 0.0094 | 0.28 | 1140 | 0.0555 | 0.3227 | 0.6454 | 0.6454 | 0 | 0.6454 | 0.0 | 0.6454 |
| 0.0128 | 0.29 | 1160 | 0.0560 | 0.4210 | 0.8421 | 0.8421 | 0 | 0.8421 | 0.0 | 0.8421 |
| 0.0054 | 0.29 | 1180 | 0.0590 | 0.3126 | 0.6251 | 0.6251 | 0 | 0.6251 | 0.0 | 0.6251 |
| 0.0044 | 0.3 | 1200 | 0.0481 | 0.3290 | 0.6581 | 0.6581 | 0 | 0.6581 | 0.0 | 0.6581 |
| 0.0156 | 0.3 | 1220 | 0.0497 | 0.3050 | 0.6100 | 0.6100 | 0 | 0.6100 | 0.0 | 0.6100 |
| 0.0154 | 0.31 | 1240 | 0.0467 | 0.4135 | 0.8271 | 0.8271 | 0 | 0.8271 | 0.0 | 0.8271 |
| 0.0066 | 0.32 | 1260 | 0.0414 | 0.3998 | 0.7996 | 0.7996 | 0 | 0.7996 | 0.0 | 0.7996 |
| 0.0095 | 0.32 | 1280 | 0.0440 | 0.3148 | 0.6295 | 0.6295 | 0 | 0.6295 | 0.0 | 0.6295 |
| 0.0295 | 0.33 | 1300 | 0.0404 | 0.3751 | 0.7501 | 0.7501 | 0 | 0.7501 | 0.0 | 0.7501 |
| 0.0291 | 0.33 | 1320 | 0.0480 | 0.4061 | 0.8121 | 0.8121 | 0 | 0.8121 | 0.0 | 0.8121 |
| 0.0155 | 0.34 | 1340 | 0.0471 | 0.3720 | 0.7440 | 0.7440 | 0 | 0.7440 | 0.0 | 0.7440 |
| 0.0308 | 0.34 | 1360 | 0.0412 | 0.4076 | 0.8152 | 0.8152 | 0 | 0.8152 | 0.0 | 0.8152 |
| 0.0171 | 0.34 | 1380 | 0.0389 | 0.3109 | 0.6219 | 0.6219 | 0 | 0.6219 | 0.0 | 0.6219 |
| 0.004 | 0.35 | 1400 | 0.0426 | 0.3646 | 0.7291 | 0.7291 | 0 | 0.7291 | 0.0 | 0.7291 |
| 0.0037 | 0.35 | 1420 | 0.0413 | 0.3760 | 0.7521 | 0.7521 | 0 | 0.7521 | 0.0 | 0.7521 |
| 0.0263 | 0.36 | 1440 | 0.0388 | 0.4077 | 0.8154 | 0.8154 | 0 | 0.8154 | 0.0 | 0.8154 |
| 0.0038 | 0.36 | 1460 | 0.0369 | 0.3873 | 0.7747 | 0.7747 | 0 | 0.7747 | 0.0 | 0.7747 |
| 0.0793 | 0.37 | 1480 | 0.0407 | 0.3635 | 0.7271 | 0.7271 | 0 | 0.7271 | 0.0 | 0.7271 |
| 0.0106 | 0.38 | 1500 | 0.0441 | 0.4350 | 0.8700 | 0.8700 | 0 | 0.8700 | 0.0 | 0.8700 |
| 0.057 | 0.38 | 1520 | 0.0520 | 0.4365 | 0.8730 | 0.8730 | 0 | 0.8730 | 0.0 | 0.8730 |
| 0.1651 | 0.39 | 1540 | 0.0476 | 0.3518 | 0.7035 | 0.7035 | 0 | 0.7035 | 0.0 | 0.7035 |
| 0.0194 | 0.39 | 1560 | 0.0508 | 0.4092 | 0.8185 | 0.8185 | 0 | 0.8185 | 0.0 | 0.8185 |
| 0.0175 | 0.4 | 1580 | 0.0357 | 0.3900 | 0.7799 | 0.7799 | 0 | 0.7799 | 0.0 | 0.7799 |
| 0.0345 | 0.4 | 1600 | 0.0408 | 0.3883 | 0.7765 | 0.7765 | 0 | 0.7765 | 0.0 | 0.7765 |
| 0.0036 | 0.41 | 1620 | 0.0352 | 0.3973 | 0.7947 | 0.7947 | 0 | 0.7947 | 0.0 | 0.7947 |
| 0.0293 | 0.41 | 1640 | 0.0358 | 0.4195 | 0.8391 | 0.8391 | 0 | 0.8391 | 0.0 | 0.8391 |
| 0.0048 | 0.41 | 1660 | 0.0392 | 0.3770 | 0.7541 | 0.7541 | 0 | 0.7541 | 0.0 | 0.7541 |
| 0.0147 | 0.42 | 1680 | 0.0368 | 0.4275 | 0.8550 | 0.8550 | 0 | 0.8550 | 0.0 | 0.8550 |
| 0.0185 | 0.42 | 1700 | 0.0355 | 0.3608 | 0.7217 | 0.7217 | 0 | 0.7217 | 0.0 | 0.7217 |
| 0.0416 | 0.43 | 1720 | 0.0365 | 0.4018 | 0.8037 | 0.8037 | 0 | 0.8037 | 0.0 | 0.8037 |
| 0.6987 | 0.43 | 1740 | 0.0374 | 0.4013 | 0.8025 | 0.8025 | 0 | 0.8025 | 0.0 | 0.8025 |
| 0.0423 | 0.44 | 1760 | 0.0398 | 0.4035 | 0.8070 | 0.8070 | 0 | 0.8070 | 0.0 | 0.8070 |
| 0.0272 | 0.45 | 1780 | 0.0393 | 0.3845 | 0.7690 | 0.7690 | 0 | 0.7690 | 0.0 | 0.7690 |
| 0.0605 | 0.45 | 1800 | 0.0371 | 0.3708 | 0.7417 | 0.7417 | 0 | 0.7417 | 0.0 | 0.7417 |
| 0.0266 | 0.46 | 1820 | 0.0444 | 0.4486 | 0.8973 | 0.8973 | 0 | 0.8973 | 0.0 | 0.8973 |
| 0.0181 | 0.46 | 1840 | 0.0335 | 0.3850 | 0.7701 | 0.7701 | 0 | 0.7701 | 0.0 | 0.7701 |
| 0.0283 | 0.47 | 1860 | 0.0357 | 0.4047 | 0.8094 | 0.8094 | 0 | 0.8094 | 0.0 | 0.8094 |
| 0.0572 | 0.47 | 1880 | 0.0332 | 0.3970 | 0.7940 | 0.7940 | 0 | 0.7940 | 0.0 | 0.7940 |
| 0.0368 | 0.47 | 1900 | 0.0289 | 0.3951 | 0.7902 | 0.7902 | 0 | 0.7902 | 0.0 | 0.7902 |
| 0.0316 | 0.48 | 1920 | 0.0292 | 0.3848 | 0.7697 | 0.7697 | 0 | 0.7697 | 0.0 | 0.7697 |
| 0.0112 | 0.48 | 1940 | 0.0324 | 0.3848 | 0.7696 | 0.7696 | 0 | 0.7696 | 0.0 | 0.7696 |
| 0.0127 | 0.49 | 1960 | 0.0357 | 0.4313 | 0.8625 | 0.8625 | 0 | 0.8625 | 0.0 | 0.8625 |
| 0.0096 | 0.49 | 1980 | 0.0330 | 0.3824 | 0.7648 | 0.7648 | 0 | 0.7648 | 0.0 | 0.7648 |
| 0.04 | 0.5 | 2000 | 0.0570 | 0.4114 | 0.8228 | 0.8228 | 0 | 0.8228 | 0.0 | 0.8228 |
| 0.0049 | 0.51 | 2020 | 0.0369 | 0.3832 | 0.7663 | 0.7663 | 0 | 0.7663 | 0.0 | 0.7663 |
| 0.0147 | 0.51 | 2040 | 0.0343 | 0.3966 | 0.7931 | 0.7931 | 0 | 0.7931 | 0.0 | 0.7931 |
| 0.0115 | 0.52 | 2060 | 0.0340 | 0.4060 | 0.8120 | 0.8120 | 0 | 0.8120 | 0.0 | 0.8120 |
| 0.0075 | 0.52 | 2080 | 0.0340 | 0.4117 | 0.8233 | 0.8233 | 0 | 0.8233 | 0.0 | 0.8233 |
| 0.0806 | 0.53 | 2100 | 0.0421 | 0.3792 | 0.7584 | 0.7584 | 0 | 0.7584 | 0.0 | 0.7584 |
| 0.0168 | 0.53 | 2120 | 0.0395 | 0.4166 | 0.8333 | 0.8333 | 0 | 0.8333 | 0.0 | 0.8333 |
| 0.0024 | 0.54 | 2140 | 0.0406 | 0.3218 | 0.6435 | 0.6435 | 0 | 0.6435 | 0.0 | 0.6435 |
| 0.0078 | 0.54 | 2160 | 0.0326 | 0.3828 | 0.7657 | 0.7657 | 0 | 0.7657 | 0.0 | 0.7657 |
| 0.0268 | 0.55 | 2180 | 0.0287 | 0.4233 | 0.8467 | 0.8467 | 0 | 0.8467 | 0.0 | 0.8467 |
| 0.0248 | 0.55 | 2200 | 0.0295 | 0.4103 | 0.8207 | 0.8207 | 0 | 0.8207 | 0.0 | 0.8207 |
| 0.013 | 0.56 | 2220 | 0.0357 | 0.3595 | 0.7190 | 0.7190 | 0 | 0.7190 | 0.0 | 0.7190 |
| 0.0249 | 0.56 | 2240 | 0.0326 | 0.3931 | 0.7862 | 0.7862 | 0 | 0.7862 | 0.0 | 0.7862 |
| 0.0625 | 0.56 | 2260 | 0.0307 | 0.3953 | 0.7907 | 0.7907 | 0 | 0.7907 | 0.0 | 0.7907 |
| 0.0049 | 0.57 | 2280 | 0.0323 | 0.3979 | 0.7958 | 0.7958 | 0 | 0.7958 | 0.0 | 0.7958 |
| 0.0082 | 0.57 | 2300 | 0.0331 | 0.4063 | 0.8126 | 0.8126 | 0 | 0.8126 | 0.0 | 0.8126 |
| 0.0282 | 0.58 | 2320 | 0.0340 | 0.3811 | 0.7622 | 0.7622 | 0 | 0.7622 | 0.0 | 0.7622 |
| 0.0307 | 0.58 | 2340 | 0.0356 | 0.4012 | 0.8024 | 0.8024 | 0 | 0.8024 | 0.0 | 0.8024 |
| 0.0114 | 0.59 | 2360 | 0.0335 | 0.3678 | 0.7356 | 0.7356 | 0 | 0.7356 | 0.0 | 0.7356 |
| 0.0064 | 0.59 | 2380 | 0.0325 | 0.4073 | 0.8147 | 0.8147 | 0 | 0.8147 | 0.0 | 0.8147 |
| 0.0399 | 0.6 | 2400 | 0.0319 | 0.4113 | 0.8225 | 0.8225 | 0 | 0.8225 | 0.0 | 0.8225 |
| 0.0122 | 0.6 | 2420 | 0.0300 | 0.3949 | 0.7897 | 0.7897 | 0 | 0.7897 | 0.0 | 0.7897 |
| 0.0082 | 0.61 | 2440 | 0.0342 | 0.4064 | 0.8129 | 0.8129 | 0 | 0.8129 | 0.0 | 0.8129 |
| 0.0133 | 0.61 | 2460 | 0.0338 | 0.3767 | 0.7534 | 0.7534 | 0 | 0.7534 | 0.0 | 0.7534 |
| 0.0065 | 0.62 | 2480 | 0.0387 | 0.3430 | 0.6861 | 0.6861 | 0 | 0.6861 | 0.0 | 0.6861 |
| 0.005 | 0.62 | 2500 | 0.0323 | 0.4169 | 0.8338 | 0.8338 | 0 | 0.8338 | 0.0 | 0.8338 |
| 0.0547 | 0.63 | 2520 | 0.0339 | 0.3807 | 0.7614 | 0.7614 | 0 | 0.7614 | 0.0 | 0.7614 |
| 0.0234 | 0.64 | 2540 | 0.0314 | 0.3958 | 0.7915 | 0.7915 | 0 | 0.7915 | 0.0 | 0.7915 |
| 0.1116 | 0.64 | 2560 | 0.0381 | 0.3175 | 0.6350 | 0.6350 | 0 | 0.6350 | 0.0 | 0.6350 |
| 0.0215 | 0.65 | 2580 | 0.0311 | 0.4155 | 0.8310 | 0.8310 | 0 | 0.8310 | 0.0 | 0.8310 |
| 0.0115 | 0.65 | 2600 | 0.0364 | 0.4316 | 0.8633 | 0.8633 | 0 | 0.8633 | 0.0 | 0.8633 |
| 0.0128 | 0.66 | 2620 | 0.0307 | 0.3911 | 0.7822 | 0.7822 | 0 | 0.7822 | 0.0 | 0.7822 |
| 0.0258 | 0.66 | 2640 | 0.0327 | 0.3413 | 0.6827 | 0.6827 | 0 | 0.6827 | 0.0 | 0.6827 |
| 0.0221 | 0.67 | 2660 | 0.0313 | 0.3929 | 0.7858 | 0.7858 | 0 | 0.7858 | 0.0 | 0.7858 |
| 0.0383 | 0.67 | 2680 | 0.0382 | 0.4442 | 0.8883 | 0.8883 | 0 | 0.8883 | 0.0 | 0.8883 |
| 0.0096 | 0.68 | 2700 | 0.0320 | 0.3947 | 0.7894 | 0.7894 | 0 | 0.7894 | 0.0 | 0.7894 |
| 0.0735 | 0.68 | 2720 | 0.0313 | 0.3720 | 0.7439 | 0.7439 | 0 | 0.7439 | 0.0 | 0.7439 |
| 0.0131 | 0.69 | 2740 | 0.0354 | 0.4147 | 0.8293 | 0.8293 | 0 | 0.8293 | 0.0 | 0.8293 |
| 0.0098 | 0.69 | 2760 | 0.0317 | 0.3691 | 0.7382 | 0.7382 | 0 | 0.7382 | 0.0 | 0.7382 |
| 0.0221 | 0.69 | 2780 | 0.0332 | 0.4307 | 0.8614 | 0.8614 | 0 | 0.8614 | 0.0 | 0.8614 |
| 0.0088 | 0.7 | 2800 | 0.0359 | 0.3739 | 0.7477 | 0.7477 | 0 | 0.7477 | 0.0 | 0.7477 |
| 0.0186 | 0.7 | 2820 | 0.0326 | 0.4197 | 0.8393 | 0.8393 | 0 | 0.8393 | 0.0 | 0.8393 |
| 0.0384 | 0.71 | 2840 | 0.0311 | 0.3732 | 0.7465 | 0.7465 | 0 | 0.7465 | 0.0 | 0.7465 |
| 0.0051 | 0.71 | 2860 | 0.0304 | 0.4054 | 0.8108 | 0.8108 | 0 | 0.8108 | 0.0 | 0.8108 |
| 0.0161 | 0.72 | 2880 | 0.0289 | 0.4257 | 0.8513 | 0.8513 | 0 | 0.8513 | 0.0 | 0.8513 |
| 0.0203 | 0.72 | 2900 | 0.0297 | 0.3803 | 0.7606 | 0.7606 | 0 | 0.7606 | 0.0 | 0.7606 |
| 0.073 | 0.73 | 2920 | 0.0323 | 0.4283 | 0.8566 | 0.8566 | 0 | 0.8566 | 0.0 | 0.8566 |
| 0.0175 | 0.73 | 2940 | 0.0304 | 0.3816 | 0.7632 | 0.7632 | 0 | 0.7632 | 0.0 | 0.7632 |
| 0.0521 | 0.74 | 2960 | 0.0318 | 0.3674 | 0.7349 | 0.7349 | 0 | 0.7349 | 0.0 | 0.7349 |
| 0.0245 | 0.74 | 2980 | 0.0338 | 0.4159 | 0.8318 | 0.8318 | 0 | 0.8318 | 0.0 | 0.8318 |
| 0.0484 | 0.75 | 3000 | 0.0396 | 0.3929 | 0.7858 | 0.7858 | 0 | 0.7858 | 0.0 | 0.7858 |
| 0.0173 | 0.76 | 3020 | 0.0315 | 0.3739 | 0.7477 | 0.7477 | 0 | 0.7477 | 0.0 | 0.7477 |
| 0.0015 | 0.76 | 3040 | 0.0332 | 0.4144 | 0.8287 | 0.8287 | 0 | 0.8287 | 0.0 | 0.8287 |
| 0.0147 | 0.77 | 3060 | 0.0308 | 0.4103 | 0.8206 | 0.8206 | 0 | 0.8206 | 0.0 | 0.8206 |
| 0.014 | 0.77 | 3080 | 0.0289 | 0.3964 | 0.7929 | 0.7929 | 0 | 0.7929 | 0.0 | 0.7929 |
| 0.005 | 0.78 | 3100 | 0.0293 | 0.4181 | 0.8361 | 0.8361 | 0 | 0.8361 | 0.0 | 0.8361 |
| 0.0054 | 0.78 | 3120 | 0.0290 | 0.4003 | 0.8005 | 0.8005 | 0 | 0.8005 | 0.0 | 0.8005 |
| 0.0012 | 0.79 | 3140 | 0.0329 | 0.4340 | 0.8679 | 0.8679 | 0 | 0.8679 | 0.0 | 0.8679 |
| 0.0155 | 0.79 | 3160 | 0.0295 | 0.3905 | 0.7811 | 0.7811 | 0 | 0.7811 | 0.0 | 0.7811 |
| 0.0112 | 0.8 | 3180 | 0.0295 | 0.4029 | 0.8059 | 0.8059 | 0 | 0.8059 | 0.0 | 0.8059 |
| 0.0257 | 0.8 | 3200 | 0.0311 | 0.3954 | 0.7908 | 0.7908 | 0 | 0.7908 | 0.0 | 0.7908 |
| 0.0118 | 0.81 | 3220 | 0.0323 | 0.4320 | 0.8640 | 0.8640 | 0 | 0.8640 | 0.0 | 0.8640 |
| 0.0164 | 0.81 | 3240 | 0.0301 | 0.4167 | 0.8334 | 0.8334 | 0 | 0.8334 | 0.0 | 0.8334 |
| 0.0047 | 0.81 | 3260 | 0.0315 | 0.4272 | 0.8543 | 0.8543 | 0 | 0.8543 | 0.0 | 0.8543 |
| 0.0056 | 0.82 | 3280 | 0.0282 | 0.3546 | 0.7093 | 0.7093 | 0 | 0.7093 | 0.0 | 0.7093 |
| 0.0051 | 0.82 | 3300 | 0.0272 | 0.4208 | 0.8416 | 0.8416 | 0 | 0.8416 | 0.0 | 0.8416 |
| 0.0133 | 0.83 | 3320 | 0.0262 | 0.4057 | 0.8113 | 0.8113 | 0 | 0.8113 | 0.0 | 0.8113 |
| 0.0148 | 0.83 | 3340 | 0.0269 | 0.4010 | 0.8020 | 0.8020 | 0 | 0.8020 | 0.0 | 0.8020 |
| 0.0201 | 0.84 | 3360 | 0.0289 | 0.4316 | 0.8631 | 0.8631 | 0 | 0.8631 | 0.0 | 0.8631 |
| 0.0149 | 0.84 | 3380 | 0.0291 | 0.3993 | 0.7986 | 0.7986 | 0 | 0.7986 | 0.0 | 0.7986 |
| 0.0334 | 0.85 | 3400 | 0.0306 | 0.4348 | 0.8696 | 0.8696 | 0 | 0.8696 | 0.0 | 0.8696 |
| 0.0048 | 0.85 | 3420 | 0.0316 | 0.3603 | 0.7207 | 0.7207 | 0 | 0.7207 | 0.0 | 0.7207 |
| 0.0265 | 0.86 | 3440 | 0.0281 | 0.4053 | 0.8106 | 0.8106 | 0 | 0.8106 | 0.0 | 0.8106 |
| 0.0119 | 0.86 | 3460 | 0.0327 | 0.3441 | 0.6881 | 0.6881 | 0 | 0.6881 | 0.0 | 0.6881 |
| 0.0758 | 0.87 | 3480 | 0.0271 | 0.4105 | 0.8209 | 0.8209 | 0 | 0.8209 | 0.0 | 0.8209 |
| 0.0128 | 0.88 | 3500 | 0.0271 | 0.4220 | 0.8441 | 0.8441 | 0 | 0.8441 | 0.0 | 0.8441 |
| 0.0237 | 0.88 | 3520 | 0.0274 | 0.4160 | 0.8320 | 0.8320 | 0 | 0.8320 | 0.0 | 0.8320 |
| 0.0207 | 0.89 | 3540 | 0.0257 | 0.3978 | 0.7956 | 0.7956 | 0 | 0.7956 | 0.0 | 0.7956 |
| 0.0061 | 0.89 | 3560 | 0.0262 | 0.3959 | 0.7918 | 0.7918 | 0 | 0.7918 | 0.0 | 0.7918 |
| 0.0129 | 0.9 | 3580 | 0.0265 | 0.4004 | 0.8009 | 0.8009 | 0 | 0.8009 | 0.0 | 0.8009 |
| 0.0114 | 0.9 | 3600 | 0.0275 | 0.4070 | 0.8140 | 0.8140 | 0 | 0.8140 | 0.0 | 0.8140 |
| 0.0374 | 0.91 | 3620 | 0.0312 | 0.4318 | 0.8635 | 0.8635 | 0 | 0.8635 | 0.0 | 0.8635 |
| 0.0122 | 0.91 | 3640 | 0.0271 | 0.3678 | 0.7355 | 0.7355 | 0 | 0.7355 | 0.0 | 0.7355 |
| 0.0199 | 0.92 | 3660 | 0.0266 | 0.4259 | 0.8518 | 0.8518 | 0 | 0.8518 | 0.0 | 0.8518 |
| 0.0097 | 0.92 | 3680 | 0.0255 | 0.3968 | 0.7936 | 0.7936 | 0 | 0.7936 | 0.0 | 0.7936 |
| 0.0061 | 0.93 | 3700 | 0.0283 | 0.4337 | 0.8673 | 0.8673 | 0 | 0.8673 | 0.0 | 0.8673 |
| 0.0058 | 0.93 | 3720 | 0.0262 | 0.3772 | 0.7545 | 0.7545 | 0 | 0.7545 | 0.0 | 0.7545 |
| 0.0221 | 0.94 | 3740 | 0.0283 | 0.4131 | 0.8263 | 0.8263 | 0 | 0.8263 | 0.0 | 0.8263 |
| 0.018 | 0.94 | 3760 | 0.0255 | 0.3953 | 0.7906 | 0.7906 | 0 | 0.7906 | 0.0 | 0.7906 |
| 0.0094 | 0.94 | 3780 | 0.0267 | 0.4129 | 0.8258 | 0.8258 | 0 | 0.8258 | 0.0 | 0.8258 |
| 0.0266 | 0.95 | 3800 | 0.0251 | 0.4024 | 0.8049 | 0.8049 | 0 | 0.8049 | 0.0 | 0.8049 |
| 0.0199 | 0.95 | 3820 | 0.0268 | 0.4048 | 0.8095 | 0.8095 | 0 | 0.8095 | 0.0 | 0.8095 |
| 0.0482 | 0.96 | 3840 | 0.0279 | 0.4079 | 0.8158 | 0.8158 | 0 | 0.8158 | 0.0 | 0.8158 |
| 0.0119 | 0.96 | 3860 | 0.0292 | 0.3733 | 0.7467 | 0.7467 | 0 | 0.7467 | 0.0 | 0.7467 |
| 0.0364 | 0.97 | 3880 | 0.0279 | 0.4272 | 0.8544 | 0.8544 | 0 | 0.8544 | 0.0 | 0.8544 |
| 0.0432 | 0.97 | 3900 | 0.0283 | 0.4249 | 0.8498 | 0.8498 | 0 | 0.8498 | 0.0 | 0.8498 |
| 0.0124 | 0.98 | 3920 | 0.0300 | 0.4371 | 0.8741 | 0.8741 | 0 | 0.8741 | 0.0 | 0.8741 |
| 0.0051 | 0.98 | 3940 | 0.0290 | 0.4057 | 0.8114 | 0.8114 | 0 | 0.8114 | 0.0 | 0.8114 |
| 0.0048 | 0.99 | 3960 | 0.0271 | 0.4212 | 0.8423 | 0.8423 | 0 | 0.8423 | 0.0 | 0.8423 |
| 0.0155 | 0.99 | 3980 | 0.0316 | 0.4002 | 0.8004 | 0.8004 | 0 | 0.8004 | 0.0 | 0.8004 |
| 0.021 | 1.0 | 4000 | 0.0369 | 0.4362 | 0.8724 | 0.8724 | 0 | 0.8724 | 0.0 | 0.8724 |
| 0.022 | 1.0 | 4020 | 0.0295 | 0.4042 | 0.8084 | 0.8084 | 0 | 0.8084 | 0.0 | 0.8084 |
| 0.0023 | 1.01 | 4040 | 0.0301 | 0.4203 | 0.8407 | 0.8407 | 0 | 0.8407 | 0.0 | 0.8407 |
| 0.0052 | 1.01 | 4060 | 0.0291 | 0.4057 | 0.8114 | 0.8114 | 0 | 0.8114 | 0.0 | 0.8114 |
| 0.0046 | 1.02 | 4080 | 0.0283 | 0.3985 | 0.7970 | 0.7970 | 0 | 0.7970 | 0.0 | 0.7970 |
| 0.0119 | 1.02 | 4100 | 0.0301 | 0.3844 | 0.7688 | 0.7688 | 0 | 0.7688 | 0.0 | 0.7688 |
| 0.0123 | 1.03 | 4120 | 0.0299 | 0.3966 | 0.7932 | 0.7932 | 0 | 0.7932 | 0.0 | 0.7932 |
| 0.0097 | 1.03 | 4140 | 0.0300 | 0.3914 | 0.7828 | 0.7828 | 0 | 0.7828 | 0.0 | 0.7828 |
| 0.0187 | 1.04 | 4160 | 0.0278 | 0.4304 | 0.8607 | 0.8607 | 0 | 0.8607 | 0.0 | 0.8607 |
| 0.0315 | 1.04 | 4180 | 0.0279 | 0.4016 | 0.8031 | 0.8031 | 0 | 0.8031 | 0.0 | 0.8031 |
| 0.0076 | 1.05 | 4200 | 0.0341 | 0.3701 | 0.7402 | 0.7402 | 0 | 0.7402 | 0.0 | 0.7402 |
| 0.0038 | 1.05 | 4220 | 0.0276 | 0.4202 | 0.8405 | 0.8405 | 0 | 0.8405 | 0.0 | 0.8405 |
| 0.014 | 1.06 | 4240 | 0.0274 | 0.4218 | 0.8435 | 0.8435 | 0 | 0.8435 | 0.0 | 0.8435 |
| 0.0095 | 1.06 | 4260 | 0.0277 | 0.4308 | 0.8617 | 0.8617 | 0 | 0.8617 | 0.0 | 0.8617 |
| 0.982 | 1.07 | 4280 | 0.0281 | 0.3982 | 0.7963 | 0.7963 | 0 | 0.7963 | 0.0 | 0.7963 |
| 0.0277 | 1.07 | 4300 | 0.0305 | 0.3825 | 0.7651 | 0.7651 | 0 | 0.7651 | 0.0 | 0.7651 |
| 0.0239 | 1.08 | 4320 | 0.0295 | 0.4172 | 0.8344 | 0.8344 | 0 | 0.8344 | 0.0 | 0.8344 |
| 0.019 | 1.08 | 4340 | 0.0284 | 0.3915 | 0.7830 | 0.7830 | 0 | 0.7830 | 0.0 | 0.7830 |
| 0.0131 | 1.09 | 4360 | 0.0276 | 0.3803 | 0.7606 | 0.7606 | 0 | 0.7606 | 0.0 | 0.7606 |
| 0.0196 | 1.09 | 4380 | 0.0284 | 0.4211 | 0.8422 | 0.8422 | 0 | 0.8422 | 0.0 | 0.8422 |
| 0.0242 | 1.1 | 4400 | 0.0281 | 0.3967 | 0.7935 | 0.7935 | 0 | 0.7935 | 0.0 | 0.7935 |
| 0.0636 | 1.1 | 4420 | 0.0314 | 0.4396 | 0.8792 | 0.8792 | 0 | 0.8792 | 0.0 | 0.8792 |
| 0.0081 | 1.11 | 4440 | 0.0266 | 0.4078 | 0.8157 | 0.8157 | 0 | 0.8157 | 0.0 | 0.8157 |
| 0.0034 | 1.11 | 4460 | 0.0302 | 0.3521 | 0.7043 | 0.7043 | 0 | 0.7043 | 0.0 | 0.7043 |
| 0.0146 | 1.12 | 4480 | 0.0333 | 0.4120 | 0.8240 | 0.8240 | 0 | 0.8240 | 0.0 | 0.8240 |
| 0.0375 | 1.12 | 4500 | 0.0302 | 0.3908 | 0.7815 | 0.7815 | 0 | 0.7815 | 0.0 | 0.7815 |
| 0.0035 | 1.13 | 4520 | 0.0302 | 0.4196 | 0.8392 | 0.8392 | 0 | 0.8392 | 0.0 | 0.8392 |
| 0.007 | 1.14 | 4540 | 0.0311 | 0.3889 | 0.7778 | 0.7778 | 0 | 0.7778 | 0.0 | 0.7778 |
| 0.0063 | 1.14 | 4560 | 0.0318 | 0.3963 | 0.7926 | 0.7926 | 0 | 0.7926 | 0.0 | 0.7926 |
| 0.0195 | 1.15 | 4580 | 0.0296 | 0.3929 | 0.7859 | 0.7859 | 0 | 0.7859 | 0.0 | 0.7859 |
| 0.0271 | 1.15 | 4600 | 0.0315 | 0.4263 | 0.8526 | 0.8526 | 0 | 0.8526 | 0.0 | 0.8526 |
| 0.0344 | 1.16 | 4620 | 0.0280 | 0.3832 | 0.7664 | 0.7664 | 0 | 0.7664 | 0.0 | 0.7664 |
| 0.0305 | 1.16 | 4640 | 0.0260 | 0.4032 | 0.8063 | 0.8063 | 0 | 0.8063 | 0.0 | 0.8063 |
| 0.2884 | 1.17 | 4660 | 0.0278 | 0.4182 | 0.8363 | 0.8363 | 0 | 0.8363 | 0.0 | 0.8363 |
| 0.0069 | 1.17 | 4680 | 0.0289 | 0.3809 | 0.7619 | 0.7619 | 0 | 0.7619 | 0.0 | 0.7619 |
| 0.0513 | 1.18 | 4700 | 0.0280 | 0.4118 | 0.8237 | 0.8237 | 0 | 0.8237 | 0.0 | 0.8237 |
| 0.0124 | 1.18 | 4720 | 0.0294 | 0.3610 | 0.7219 | 0.7219 | 0 | 0.7219 | 0.0 | 0.7219 |
| 0.0867 | 1.19 | 4740 | 0.0338 | 0.4466 | 0.8932 | 0.8932 | 0 | 0.8932 | 0.0 | 0.8932 |
| 0.0059 | 1.19 | 4760 | 0.0302 | 0.4172 | 0.8345 | 0.8345 | 0 | 0.8345 | 0.0 | 0.8345 |
| 0.0067 | 1.2 | 4780 | 0.0292 | 0.4079 | 0.8158 | 0.8158 | 0 | 0.8158 | 0.0 | 0.8158 |
| 0.0602 | 1.2 | 4800 | 0.0284 | 0.4186 | 0.8371 | 0.8371 | 0 | 0.8371 | 0.0 | 0.8371 |
| 0.0003 | 1.21 | 4820 | 0.0299 | 0.4058 | 0.8115 | 0.8115 | 0 | 0.8115 | 0.0 | 0.8115 |
| 0.0373 | 1.21 | 4840 | 0.0280 | 0.4043 | 0.8086 | 0.8086 | 0 | 0.8086 | 0.0 | 0.8086 |
| 0.0311 | 1.22 | 4860 | 0.0345 | 0.3892 | 0.7783 | 0.7783 | 0 | 0.7783 | 0.0 | 0.7783 |
| 0.022 | 1.22 | 4880 | 0.0305 | 0.4243 | 0.8485 | 0.8485 | 0 | 0.8485 | 0.0 | 0.8485 |
| 0.0105 | 1.23 | 4900 | 0.0275 | 0.4113 | 0.8226 | 0.8226 | 0 | 0.8226 | 0.0 | 0.8226 |
| 0.0319 | 1.23 | 4920 | 0.0272 | 0.4146 | 0.8291 | 0.8291 | 0 | 0.8291 | 0.0 | 0.8291 |
| 0.023 | 1.23 | 4940 | 0.0290 | 0.4314 | 0.8629 | 0.8629 | 0 | 0.8629 | 0.0 | 0.8629 |
| 0.001 | 1.24 | 4960 | 0.0287 | 0.4124 | 0.8248 | 0.8248 | 0 | 0.8248 | 0.0 | 0.8248 |
| 0.0274 | 1.25 | 4980 | 0.0285 | 0.4402 | 0.8804 | 0.8804 | 0 | 0.8804 | 0.0 | 0.8804 |
| 0.022 | 1.25 | 5000 | 0.0285 | 0.4321 | 0.8643 | 0.8643 | 0 | 0.8643 | 0.0 | 0.8643 |
| 0.0029 | 1.25 | 5020 | 0.0296 | 0.4075 | 0.8150 | 0.8150 | 0 | 0.8150 | 0.0 | 0.8150 |
| 0.0227 | 1.26 | 5040 | 0.0287 | 0.4146 | 0.8293 | 0.8293 | 0 | 0.8293 | 0.0 | 0.8293 |
| 0.0138 | 1.27 | 5060 | 0.0276 | 0.4092 | 0.8184 | 0.8184 | 0 | 0.8184 | 0.0 | 0.8184 |
| 0.0057 | 1.27 | 5080 | 0.0285 | 0.3968 | 0.7935 | 0.7935 | 0 | 0.7935 | 0.0 | 0.7935 |
| 0.0064 | 1.27 | 5100 | 0.0289 | 0.4018 | 0.8036 | 0.8036 | 0 | 0.8036 | 0.0 | 0.8036 |
| 0.0117 | 1.28 | 5120 | 0.0259 | 0.3939 | 0.7878 | 0.7878 | 0 | 0.7878 | 0.0 | 0.7878 |
| 0.0107 | 1.28 | 5140 | 0.0299 | 0.3733 | 0.7467 | 0.7467 | 0 | 0.7467 | 0.0 | 0.7467 |
| 0.049 | 1.29 | 5160 | 0.0308 | 0.4260 | 0.8520 | 0.8520 | 0 | 0.8520 | 0.0 | 0.8520 |
| 0.0152 | 1.29 | 5180 | 0.0303 | 0.4130 | 0.8261 | 0.8261 | 0 | 0.8261 | 0.0 | 0.8261 |
| 0.0141 | 1.3 | 5200 | 0.0283 | 0.3902 | 0.7804 | 0.7804 | 0 | 0.7804 | 0.0 | 0.7804 |
| 0.0027 | 1.3 | 5220 | 0.0300 | 0.3815 | 0.7630 | 0.7630 | 0 | 0.7630 | 0.0 | 0.7630 |
| 0.0195 | 1.31 | 5240 | 0.0283 | 0.4073 | 0.8146 | 0.8146 | 0 | 0.8146 | 0.0 | 0.8146 |
| 0.0226 | 1.31 | 5260 | 0.0283 | 0.4076 | 0.8153 | 0.8153 | 0 | 0.8153 | 0.0 | 0.8153 |
| 0.0089 | 1.32 | 5280 | 0.0284 | 0.4240 | 0.8479 | 0.8479 | 0 | 0.8479 | 0.0 | 0.8479 |
| 0.016 | 1.32 | 5300 | 0.0282 | 0.4209 | 0.8418 | 0.8418 | 0 | 0.8418 | 0.0 | 0.8418 |
| 0.0239 | 1.33 | 5320 | 0.0261 | 0.3951 | 0.7902 | 0.7902 | 0 | 0.7902 | 0.0 | 0.7902 |
| 0.0195 | 1.33 | 5340 | 0.0259 | 0.4052 | 0.8105 | 0.8105 | 0 | 0.8105 | 0.0 | 0.8105 |
| 0.0013 | 1.34 | 5360 | 0.0275 | 0.3912 | 0.7825 | 0.7825 | 0 | 0.7825 | 0.0 | 0.7825 |
| 0.0072 | 1.34 | 5380 | 0.0262 | 0.4227 | 0.8454 | 0.8454 | 0 | 0.8454 | 0.0 | 0.8454 |
| 0.0583 | 1.35 | 5400 | 0.0268 | 0.4100 | 0.8201 | 0.8201 | 0 | 0.8201 | 0.0 | 0.8201 |
| 0.0041 | 1.35 | 5420 | 0.0285 | 0.4122 | 0.8243 | 0.8243 | 0 | 0.8243 | 0.0 | 0.8243 |
| 0.0176 | 1.36 | 5440 | 0.0269 | 0.3979 | 0.7959 | 0.7959 | 0 | 0.7959 | 0.0 | 0.7959 |
| 0.0201 | 1.36 | 5460 | 0.0320 | 0.4070 | 0.8139 | 0.8139 | 0 | 0.8139 | 0.0 | 0.8139 |
| 0.0107 | 1.37 | 5480 | 0.0284 | 0.3951 | 0.7902 | 0.7902 | 0 | 0.7902 | 0.0 | 0.7902 |
| 0.0045 | 1.38 | 5500 | 0.0294 | 0.4260 | 0.8520 | 0.8520 | 0 | 0.8520 | 0.0 | 0.8520 |
| 0.0141 | 1.38 | 5520 | 0.0301 | 0.3749 | 0.7497 | 0.7497 | 0 | 0.7497 | 0.0 | 0.7497 |
| 0.0237 | 1.39 | 5540 | 0.0265 | 0.3718 | 0.7436 | 0.7436 | 0 | 0.7436 | 0.0 | 0.7436 |
| 0.0389 | 1.39 | 5560 | 0.0245 | 0.4098 | 0.8196 | 0.8196 | 0 | 0.8196 | 0.0 | 0.8196 |
| 0.0093 | 1.4 | 5580 | 0.0238 | 0.4220 | 0.8441 | 0.8441 | 0 | 0.8441 | 0.0 | 0.8441 |
| 0.0337 | 1.4 | 5600 | 0.0247 | 0.3781 | 0.7563 | 0.7563 | 0 | 0.7563 | 0.0 | 0.7563 |
| 0.0081 | 1.41 | 5620 | 0.0254 | 0.4218 | 0.8436 | 0.8436 | 0 | 0.8436 | 0.0 | 0.8436 |
| 0.0116 | 1.41 | 5640 | 0.0274 | 0.4347 | 0.8693 | 0.8693 | 0 | 0.8693 | 0.0 | 0.8693 |
| 0.0226 | 1.42 | 5660 | 0.0258 | 0.4089 | 0.8177 | 0.8177 | 0 | 0.8177 | 0.0 | 0.8177 |
| 0.0015 | 1.42 | 5680 | 0.0254 | 0.3819 | 0.7638 | 0.7638 | 0 | 0.7638 | 0.0 | 0.7638 |
| 0.0415 | 1.43 | 5700 | 0.0302 | 0.3225 | 0.6451 | 0.6451 | 0 | 0.6451 | 0.0 | 0.6451 |
| 0.0313 | 1.43 | 5720 | 0.0283 | 0.4272 | 0.8545 | 0.8545 | 0 | 0.8545 | 0.0 | 0.8545 |
| 0.0166 | 1.44 | 5740 | 0.0245 | 0.4022 | 0.8044 | 0.8044 | 0 | 0.8044 | 0.0 | 0.8044 |
| 0.003 | 1.44 | 5760 | 0.0257 | 0.4307 | 0.8614 | 0.8614 | 0 | 0.8614 | 0.0 | 0.8614 |
| 0.0179 | 1.45 | 5780 | 0.0249 | 0.4269 | 0.8539 | 0.8539 | 0 | 0.8539 | 0.0 | 0.8539 |
| 0.0107 | 1.45 | 5800 | 0.0249 | 0.4175 | 0.8349 | 0.8349 | 0 | 0.8349 | 0.0 | 0.8349 |
| 0.01 | 1.46 | 5820 | 0.0253 | 0.4083 | 0.8166 | 0.8166 | 0 | 0.8166 | 0.0 | 0.8166 |
| 0.0153 | 1.46 | 5840 | 0.0250 | 0.4077 | 0.8154 | 0.8154 | 0 | 0.8154 | 0.0 | 0.8154 |
| 0.0091 | 1.47 | 5860 | 0.0295 | 0.4360 | 0.8720 | 0.8720 | 0 | 0.8720 | 0.0 | 0.8720 |
| 0.0291 | 1.47 | 5880 | 0.0237 | 0.4139 | 0.8278 | 0.8278 | 0 | 0.8278 | 0.0 | 0.8278 |
| 0.0448 | 1.48 | 5900 | 0.0236 | 0.4065 | 0.8130 | 0.8130 | 0 | 0.8130 | 0.0 | 0.8130 |
| 0.0021 | 1.48 | 5920 | 0.0242 | 0.3986 | 0.7972 | 0.7972 | 0 | 0.7972 | 0.0 | 0.7972 |
| 0.0007 | 1.48 | 5940 | 0.0256 | 0.4192 | 0.8384 | 0.8384 | 0 | 0.8384 | 0.0 | 0.8384 |
| 0.031 | 1.49 | 5960 | 0.0240 | 0.4016 | 0.8032 | 0.8032 | 0 | 0.8032 | 0.0 | 0.8032 |
| 0.0253 | 1.5 | 5980 | 0.0258 | 0.4264 | 0.8529 | 0.8529 | 0 | 0.8529 | 0.0 | 0.8529 |
| 0.0181 | 1.5 | 6000 | 0.0268 | 0.3603 | 0.7207 | 0.7207 | 0 | 0.7207 | 0.0 | 0.7207 |
| 0.0142 | 1.5 | 6020 | 0.0265 | 0.3961 | 0.7922 | 0.7922 | 0 | 0.7922 | 0.0 | 0.7922 |
| 0.0042 | 1.51 | 6040 | 0.0264 | 0.3861 | 0.7721 | 0.7721 | 0 | 0.7721 | 0.0 | 0.7721 |
| 0.028 | 1.52 | 6060 | 0.0262 | 0.3958 | 0.7916 | 0.7916 | 0 | 0.7916 | 0.0 | 0.7916 |
| 0.0142 | 1.52 | 6080 | 0.0256 | 0.3957 | 0.7914 | 0.7914 | 0 | 0.7914 | 0.0 | 0.7914 |
| 0.0031 | 1.52 | 6100 | 0.0260 | 0.4080 | 0.8161 | 0.8161 | 0 | 0.8161 | 0.0 | 0.8161 |
| 0.0199 | 1.53 | 6120 | 0.0261 | 0.4256 | 0.8512 | 0.8512 | 0 | 0.8512 | 0.0 | 0.8512 |
| 0.0367 | 1.54 | 6140 | 0.0237 | 0.4201 | 0.8402 | 0.8402 | 0 | 0.8402 | 0.0 | 0.8402 |
| 0.0067 | 1.54 | 6160 | 0.0253 | 0.3836 | 0.7673 | 0.7673 | 0 | 0.7673 | 0.0 | 0.7673 |
| 0.0097 | 1.54 | 6180 | 0.0256 | 0.4054 | 0.8108 | 0.8108 | 0 | 0.8108 | 0.0 | 0.8108 |
| 0.0089 | 1.55 | 6200 | 0.0257 | 0.3803 | 0.7606 | 0.7606 | 0 | 0.7606 | 0.0 | 0.7606 |
| 0.0246 | 1.56 | 6220 | 0.0251 | 0.4154 | 0.8308 | 0.8308 | 0 | 0.8308 | 0.0 | 0.8308 |
| 0.0142 | 1.56 | 6240 | 0.0261 | 0.4162 | 0.8323 | 0.8323 | 0 | 0.8323 | 0.0 | 0.8323 |
| 0.0064 | 1.56 | 6260 | 0.0253 | 0.4021 | 0.8042 | 0.8042 | 0 | 0.8042 | 0.0 | 0.8042 |
| 0.0164 | 1.57 | 6280 | 0.0247 | 0.4057 | 0.8115 | 0.8115 | 0 | 0.8115 | 0.0 | 0.8115 |
| 0.0045 | 1.57 | 6300 | 0.0256 | 0.3977 | 0.7953 | 0.7953 | 0 | 0.7953 | 0.0 | 0.7953 |
| 0.0291 | 1.58 | 6320 | 0.0296 | 0.4344 | 0.8688 | 0.8688 | 0 | 0.8688 | 0.0 | 0.8688 |
| 0.0503 | 1.58 | 6340 | 0.0251 | 0.3879 | 0.7758 | 0.7758 | 0 | 0.7758 | 0.0 | 0.7758 |
| 0.0104 | 1.59 | 6360 | 0.0290 | 0.3802 | 0.7604 | 0.7604 | 0 | 0.7604 | 0.0 | 0.7604 |
| 0.0176 | 1.59 | 6380 | 0.0257 | 0.4071 | 0.8141 | 0.8141 | 0 | 0.8141 | 0.0 | 0.8141 |
| 0.0044 | 1.6 | 6400 | 0.0262 | 0.4204 | 0.8409 | 0.8409 | 0 | 0.8409 | 0.0 | 0.8409 |
| 0.039 | 1.6 | 6420 | 0.0293 | 0.3601 | 0.7201 | 0.7201 | 0 | 0.7201 | 0.0 | 0.7201 |
| 0.0006 | 1.61 | 6440 | 0.0274 | 0.4360 | 0.8720 | 0.8720 | 0 | 0.8720 | 0.0 | 0.8720 |
| 0.0086 | 1.61 | 6460 | 0.0256 | 0.4133 | 0.8266 | 0.8266 | 0 | 0.8266 | 0.0 | 0.8266 |
| 0.0033 | 1.62 | 6480 | 0.0263 | 0.4114 | 0.8228 | 0.8228 | 0 | 0.8228 | 0.0 | 0.8228 |
| 0.0166 | 1.62 | 6500 | 0.0266 | 0.4167 | 0.8334 | 0.8334 | 0 | 0.8334 | 0.0 | 0.8334 |
| 0.0458 | 1.63 | 6520 | 0.0260 | 0.3949 | 0.7898 | 0.7898 | 0 | 0.7898 | 0.0 | 0.7898 |
| 0.0119 | 1.64 | 6540 | 0.0263 | 0.4240 | 0.8480 | 0.8480 | 0 | 0.8480 | 0.0 | 0.8480 |
| 0.0497 | 1.64 | 6560 | 0.0263 | 0.4012 | 0.8024 | 0.8024 | 0 | 0.8024 | 0.0 | 0.8024 |
| 0.0126 | 1.65 | 6580 | 0.0263 | 0.4013 | 0.8026 | 0.8026 | 0 | 0.8026 | 0.0 | 0.8026 |
| 0.0115 | 1.65 | 6600 | 0.0258 | 0.3957 | 0.7914 | 0.7914 | 0 | 0.7914 | 0.0 | 0.7914 |
| 0.0175 | 1.66 | 6620 | 0.0260 | 0.4082 | 0.8164 | 0.8164 | 0 | 0.8164 | 0.0 | 0.8164 |
| 0.0045 | 1.66 | 6640 | 0.0246 | 0.4162 | 0.8323 | 0.8323 | 0 | 0.8323 | 0.0 | 0.8323 |
| 0.0506 | 1.67 | 6660 | 0.0254 | 0.4186 | 0.8372 | 0.8372 | 0 | 0.8372 | 0.0 | 0.8372 |
| 0.0205 | 1.67 | 6680 | 0.0271 | 0.4006 | 0.8012 | 0.8012 | 0 | 0.8012 | 0.0 | 0.8012 |
| 0.0196 | 1.68 | 6700 | 0.0269 | 0.4278 | 0.8555 | 0.8555 | 0 | 0.8555 | 0.0 | 0.8555 |
| 0.0088 | 1.68 | 6720 | 0.0252 | 0.4241 | 0.8482 | 0.8482 | 0 | 0.8482 | 0.0 | 0.8482 |
| 0.0173 | 1.69 | 6740 | 0.0255 | 0.4163 | 0.8326 | 0.8326 | 0 | 0.8326 | 0.0 | 0.8326 |
| 0.0119 | 1.69 | 6760 | 0.0266 | 0.3911 | 0.7822 | 0.7822 | 0 | 0.7822 | 0.0 | 0.7822 |
| 0.01 | 1.69 | 6780 | 0.0258 | 0.4134 | 0.8268 | 0.8268 | 0 | 0.8268 | 0.0 | 0.8268 |
| 0.0109 | 1.7 | 6800 | 0.0262 | 0.3973 | 0.7947 | 0.7947 | 0 | 0.7947 | 0.0 | 0.7947 |
| 0.0073 | 1.71 | 6820 | 0.0259 | 0.3942 | 0.7883 | 0.7883 | 0 | 0.7883 | 0.0 | 0.7883 |
| 0.0046 | 1.71 | 6840 | 0.0266 | 0.4071 | 0.8142 | 0.8142 | 0 | 0.8142 | 0.0 | 0.8142 |
| 0.0179 | 1.71 | 6860 | 0.0259 | 0.4199 | 0.8399 | 0.8399 | 0 | 0.8399 | 0.0 | 0.8399 |
| 0.0028 | 1.72 | 6880 | 0.0252 | 0.3988 | 0.7976 | 0.7976 | 0 | 0.7976 | 0.0 | 0.7976 |
| 0.0013 | 1.73 | 6900 | 0.0262 | 0.3827 | 0.7655 | 0.7655 | 0 | 0.7655 | 0.0 | 0.7655 |
| 0.0032 | 1.73 | 6920 | 0.0255 | 0.4153 | 0.8307 | 0.8307 | 0 | 0.8307 | 0.0 | 0.8307 |
| 0.0168 | 1.73 | 6940 | 0.0263 | 0.3972 | 0.7944 | 0.7944 | 0 | 0.7944 | 0.0 | 0.7944 |
| 0.0244 | 1.74 | 6960 | 0.0259 | 0.3983 | 0.7967 | 0.7967 | 0 | 0.7967 | 0.0 | 0.7967 |
| 0.0113 | 1.75 | 6980 | 0.0279 | 0.3776 | 0.7551 | 0.7551 | 0 | 0.7551 | 0.0 | 0.7551 |
| 0.0152 | 1.75 | 7000 | 0.0269 | 0.3859 | 0.7719 | 0.7719 | 0 | 0.7719 | 0.0 | 0.7719 |
| 0.0191 | 1.75 | 7020 | 0.0259 | 0.4041 | 0.8083 | 0.8083 | 0 | 0.8083 | 0.0 | 0.8083 |
| 0.108 | 1.76 | 7040 | 0.0279 | 0.3902 | 0.7805 | 0.7805 | 0 | 0.7805 | 0.0 | 0.7805 |
| 0.0271 | 1.77 | 7060 | 0.0277 | 0.3599 | 0.7199 | 0.7199 | 0 | 0.7199 | 0.0 | 0.7199 |
| 0.0027 | 1.77 | 7080 | 0.0275 | 0.4018 | 0.8036 | 0.8036 | 0 | 0.8036 | 0.0 | 0.8036 |
| 0.0113 | 1.77 | 7100 | 0.0279 | 0.3729 | 0.7458 | 0.7458 | 0 | 0.7458 | 0.0 | 0.7458 |
| 0.0133 | 1.78 | 7120 | 0.0251 | 0.4030 | 0.8061 | 0.8061 | 0 | 0.8061 | 0.0 | 0.8061 |
| 0.02 | 1.79 | 7140 | 0.0252 | 0.4073 | 0.8146 | 0.8146 | 0 | 0.8146 | 0.0 | 0.8146 |
| 0.0135 | 1.79 | 7160 | 0.0258 | 0.3954 | 0.7909 | 0.7909 | 0 | 0.7909 | 0.0 | 0.7909 |
| 0.0084 | 1.79 | 7180 | 0.0249 | 0.3859 | 0.7718 | 0.7718 | 0 | 0.7718 | 0.0 | 0.7718 |
| 0.0087 | 1.8 | 7200 | 0.0265 | 0.4191 | 0.8383 | 0.8383 | 0 | 0.8383 | 0.0 | 0.8383 |
| 0.0214 | 1.81 | 7220 | 0.0259 | 0.3862 | 0.7724 | 0.7724 | 0 | 0.7724 | 0.0 | 0.7724 |
| 0.0326 | 1.81 | 7240 | 0.0259 | 0.3740 | 0.7480 | 0.7480 | 0 | 0.7480 | 0.0 | 0.7480 |
| 0.0129 | 1.81 | 7260 | 0.0260 | 0.4027 | 0.8054 | 0.8054 | 0 | 0.8054 | 0.0 | 0.8054 |
| 0.0232 | 1.82 | 7280 | 0.0260 | 0.4267 | 0.8534 | 0.8534 | 0 | 0.8534 | 0.0 | 0.8534 |
| 0.0068 | 1.82 | 7300 | 0.0246 | 0.3968 | 0.7935 | 0.7935 | 0 | 0.7935 | 0.0 | 0.7935 |
| 0.0109 | 1.83 | 7320 | 0.0273 | 0.3626 | 0.7252 | 0.7252 | 0 | 0.7252 | 0.0 | 0.7252 |
| 0.0195 | 1.83 | 7340 | 0.0244 | 0.4067 | 0.8133 | 0.8133 | 0 | 0.8133 | 0.0 | 0.8133 |
| 0.0146 | 1.84 | 7360 | 0.0248 | 0.4197 | 0.8393 | 0.8393 | 0 | 0.8393 | 0.0 | 0.8393 |
| 0.0122 | 1.84 | 7380 | 0.0269 | 0.3685 | 0.7370 | 0.7370 | 0 | 0.7370 | 0.0 | 0.7370 |
| 0.0128 | 1.85 | 7400 | 0.0256 | 0.3992 | 0.7985 | 0.7985 | 0 | 0.7985 | 0.0 | 0.7985 |
| 0.0059 | 1.85 | 7420 | 0.0256 | 0.4159 | 0.8318 | 0.8318 | 0 | 0.8318 | 0.0 | 0.8318 |
| 0.0021 | 1.86 | 7440 | 0.0247 | 0.4018 | 0.8036 | 0.8036 | 0 | 0.8036 | 0.0 | 0.8036 |
| 0.0072 | 1.86 | 7460 | 0.0267 | 0.4309 | 0.8618 | 0.8618 | 0 | 0.8618 | 0.0 | 0.8618 |
| 0.0364 | 1.87 | 7480 | 0.0266 | 0.4089 | 0.8177 | 0.8177 | 0 | 0.8177 | 0.0 | 0.8177 |
| 0.0037 | 1.88 | 7500 | 0.0261 | 0.3748 | 0.7496 | 0.7496 | 0 | 0.7496 | 0.0 | 0.7496 |
| 0.031 | 1.88 | 7520 | 0.0252 | 0.4115 | 0.8230 | 0.8230 | 0 | 0.8230 | 0.0 | 0.8230 |
| 0.011 | 1.89 | 7540 | 0.0251 | 0.4016 | 0.8032 | 0.8032 | 0 | 0.8032 | 0.0 | 0.8032 |
| 0.0019 | 1.89 | 7560 | 0.0250 | 0.4210 | 0.8420 | 0.8420 | 0 | 0.8420 | 0.0 | 0.8420 |
| 0.0079 | 1.9 | 7580 | 0.0245 | 0.3991 | 0.7982 | 0.7982 | 0 | 0.7982 | 0.0 | 0.7982 |
| 0.0567 | 1.9 | 7600 | 0.0248 | 0.3990 | 0.7980 | 0.7980 | 0 | 0.7980 | 0.0 | 0.7980 |
| 0.009 | 1.91 | 7620 | 0.0252 | 0.3982 | 0.7965 | 0.7965 | 0 | 0.7965 | 0.0 | 0.7965 |
| 0.0234 | 1.91 | 7640 | 0.0246 | 0.4149 | 0.8299 | 0.8299 | 0 | 0.8299 | 0.0 | 0.8299 |
| 0.0159 | 1.92 | 7660 | 0.0250 | 0.4075 | 0.8150 | 0.8150 | 0 | 0.8150 | 0.0 | 0.8150 |
| 0.0136 | 1.92 | 7680 | 0.0245 | 0.4085 | 0.8170 | 0.8170 | 0 | 0.8170 | 0.0 | 0.8170 |
| 0.0159 | 1.93 | 7700 | 0.0238 | 0.4122 | 0.8245 | 0.8245 | 0 | 0.8245 | 0.0 | 0.8245 |
| 0.0123 | 1.93 | 7720 | 0.0252 | 0.4266 | 0.8531 | 0.8531 | 0 | 0.8531 | 0.0 | 0.8531 |
| 0.0298 | 1.94 | 7740 | 0.0253 | 0.3947 | 0.7895 | 0.7895 | 0 | 0.7895 | 0.0 | 0.7895 |
| 0.0098 | 1.94 | 7760 | 0.0252 | 0.4135 | 0.8271 | 0.8271 | 0 | 0.8271 | 0.0 | 0.8271 |
| 0.0276 | 1.94 | 7780 | 0.0247 | 0.4091 | 0.8182 | 0.8182 | 0 | 0.8182 | 0.0 | 0.8182 |
| 0.0218 | 1.95 | 7800 | 0.0251 | 0.4046 | 0.8092 | 0.8092 | 0 | 0.8092 | 0.0 | 0.8092 |
| 0.0041 | 1.96 | 7820 | 0.0253 | 0.4097 | 0.8194 | 0.8194 | 0 | 0.8194 | 0.0 | 0.8194 |
| 0.0353 | 1.96 | 7840 | 0.0247 | 0.4259 | 0.8518 | 0.8518 | 0 | 0.8518 | 0.0 | 0.8518 |
| 0.0006 | 1.96 | 7860 | 0.0258 | 0.4120 | 0.8240 | 0.8240 | 0 | 0.8240 | 0.0 | 0.8240 |
| 0.0224 | 1.97 | 7880 | 0.0276 | 0.4053 | 0.8106 | 0.8106 | 0 | 0.8106 | 0.0 | 0.8106 |
| 0.0113 | 1.98 | 7900 | 0.0273 | 0.4280 | 0.8559 | 0.8559 | 0 | 0.8559 | 0.0 | 0.8559 |
| 0.0209 | 1.98 | 7920 | 0.0262 | 0.4320 | 0.8639 | 0.8639 | 0 | 0.8639 | 0.0 | 0.8639 |
| 0.025 | 1.98 | 7940 | 0.0249 | 0.4098 | 0.8196 | 0.8196 | 0 | 0.8196 | 0.0 | 0.8196 |
| 0.0294 | 1.99 | 7960 | 0.0254 | 0.4152 | 0.8304 | 0.8304 | 0 | 0.8304 | 0.0 | 0.8304 |
| 0.0238 | 2.0 | 7980 | 0.0255 | 0.3978 | 0.7955 | 0.7955 | 0 | 0.7955 | 0.0 | 0.7955 |
| 0.0134 | 2.0 | 8000 | 0.0260 | 0.4156 | 0.8312 | 0.8312 | 0 | 0.8312 | 0.0 | 0.8312 |
| 0.0108 | 2.0 | 8020 | 0.0248 | 0.3977 | 0.7953 | 0.7953 | 0 | 0.7953 | 0.0 | 0.7953 |
| 0.0121 | 2.01 | 8040 | 0.0256 | 0.4083 | 0.8166 | 0.8166 | 0 | 0.8166 | 0.0 | 0.8166 |
| 2.1008 | 2.02 | 8060 | 0.0283 | 0.4235 | 0.8470 | 0.8470 | 0 | 0.8470 | 0.0 | 0.8470 |
| 0.0313 | 2.02 | 8080 | 0.0264 | 0.3793 | 0.7586 | 0.7586 | 0 | 0.7586 | 0.0 | 0.7586 |
| 0.0386 | 2.02 | 8100 | 0.0273 | 0.4232 | 0.8464 | 0.8464 | 0 | 0.8464 | 0.0 | 0.8464 |
| 0.0157 | 2.03 | 8120 | 0.0249 | 0.3921 | 0.7842 | 0.7842 | 0 | 0.7842 | 0.0 | 0.7842 |
| 0.0129 | 2.04 | 8140 | 0.0250 | 0.4091 | 0.8181 | 0.8181 | 0 | 0.8181 | 0.0 | 0.8181 |
| 0.0242 | 2.04 | 8160 | 0.0244 | 0.4183 | 0.8365 | 0.8365 | 0 | 0.8365 | 0.0 | 0.8365 |
| 0.0244 | 2.04 | 8180 | 0.0252 | 0.4168 | 0.8336 | 0.8336 | 0 | 0.8336 | 0.0 | 0.8336 |
| 0.0102 | 2.05 | 8200 | 0.0255 | 0.3806 | 0.7613 | 0.7613 | 0 | 0.7613 | 0.0 | 0.7613 |
| 0.0171 | 2.06 | 8220 | 0.0253 | 0.4213 | 0.8426 | 0.8426 | 0 | 0.8426 | 0.0 | 0.8426 |
| 0.0236 | 2.06 | 8240 | 0.0255 | 0.4103 | 0.8206 | 0.8206 | 0 | 0.8206 | 0.0 | 0.8206 |
| 0.0243 | 2.06 | 8260 | 0.0260 | 0.4095 | 0.8189 | 0.8189 | 0 | 0.8189 | 0.0 | 0.8189 |
| 0.0061 | 2.07 | 8280 | 0.0265 | 0.4309 | 0.8618 | 0.8618 | 0 | 0.8618 | 0.0 | 0.8618 |
| 0.0285 | 2.08 | 8300 | 0.0257 | 0.3976 | 0.7951 | 0.7951 | 0 | 0.7951 | 0.0 | 0.7951 |
| 0.0143 | 2.08 | 8320 | 0.0273 | 0.4292 | 0.8584 | 0.8584 | 0 | 0.8584 | 0.0 | 0.8584 |
| 0.0626 | 2.08 | 8340 | 0.0240 | 0.4071 | 0.8143 | 0.8143 | 0 | 0.8143 | 0.0 | 0.8143 |
| 0.0569 | 2.09 | 8360 | 0.0225 | 0.4010 | 0.8020 | 0.8020 | 0 | 0.8020 | 0.0 | 0.8020 |
| 0.0046 | 2.1 | 8380 | 0.0233 | 0.3892 | 0.7784 | 0.7784 | 0 | 0.7784 | 0.0 | 0.7784 |
| 0.0552 | 2.1 | 8400 | 0.0223 | 0.4197 | 0.8393 | 0.8393 | 0 | 0.8393 | 0.0 | 0.8393 |
| 0.006 | 2.1 | 8420 | 0.0228 | 0.4097 | 0.8194 | 0.8194 | 0 | 0.8194 | 0.0 | 0.8194 |
| 0.0264 | 2.11 | 8440 | 0.0234 | 0.4159 | 0.8317 | 0.8317 | 0 | 0.8317 | 0.0 | 0.8317 |
| 0.017 | 2.12 | 8460 | 0.0240 | 0.4045 | 0.8090 | 0.8090 | 0 | 0.8090 | 0.0 | 0.8090 |
| 0.0132 | 2.12 | 8480 | 0.0242 | 0.4224 | 0.8449 | 0.8449 | 0 | 0.8449 | 0.0 | 0.8449 |
| 0.0061 | 2.12 | 8500 | 0.0232 | 0.4190 | 0.8381 | 0.8381 | 0 | 0.8381 | 0.0 | 0.8381 |
| 0.0124 | 2.13 | 8520 | 0.0237 | 0.4189 | 0.8379 | 0.8379 | 0 | 0.8379 | 0.0 | 0.8379 |
| 0.0043 | 2.13 | 8540 | 0.0249 | 0.4169 | 0.8338 | 0.8338 | 0 | 0.8338 | 0.0 | 0.8338 |
| 0.014 | 2.14 | 8560 | 0.0253 | 0.3956 | 0.7912 | 0.7912 | 0 | 0.7912 | 0.0 | 0.7912 |
| 0.0072 | 2.15 | 8580 | 0.0253 | 0.4159 | 0.8318 | 0.8318 | 0 | 0.8318 | 0.0 | 0.8318 |
| 0.0167 | 2.15 | 8600 | 0.0251 | 0.4054 | 0.8108 | 0.8108 | 0 | 0.8108 | 0.0 | 0.8108 |
| 0.0026 | 2.15 | 8620 | 0.0255 | 0.4104 | 0.8209 | 0.8209 | 0 | 0.8209 | 0.0 | 0.8209 |
| 0.0031 | 2.16 | 8640 | 0.0243 | 0.4138 | 0.8277 | 0.8277 | 0 | 0.8277 | 0.0 | 0.8277 |
| 0.009 | 2.17 | 8660 | 0.0246 | 0.4277 | 0.8554 | 0.8554 | 0 | 0.8554 | 0.0 | 0.8554 |
| 0.0046 | 2.17 | 8680 | 0.0258 | 0.3816 | 0.7633 | 0.7633 | 0 | 0.7633 | 0.0 | 0.7633 |
| 0.0244 | 2.17 | 8700 | 0.0245 | 0.4145 | 0.8290 | 0.8290 | 0 | 0.8290 | 0.0 | 0.8290 |
| 0.0071 | 2.18 | 8720 | 0.0265 | 0.3863 | 0.7725 | 0.7725 | 0 | 0.7725 | 0.0 | 0.7725 |
| 0.0148 | 2.19 | 8740 | 0.0247 | 0.3948 | 0.7896 | 0.7896 | 0 | 0.7896 | 0.0 | 0.7896 |
| 0.0065 | 2.19 | 8760 | 0.0248 | 0.4158 | 0.8316 | 0.8316 | 0 | 0.8316 | 0.0 | 0.8316 |
| 0.0168 | 2.19 | 8780 | 0.0243 | 0.4142 | 0.8285 | 0.8285 | 0 | 0.8285 | 0.0 | 0.8285 |
| 0.0168 | 2.2 | 8800 | 0.0256 | 0.4153 | 0.8307 | 0.8307 | 0 | 0.8307 | 0.0 | 0.8307 |
| 0.0049 | 2.21 | 8820 | 0.0244 | 0.4268 | 0.8536 | 0.8536 | 0 | 0.8536 | 0.0 | 0.8536 |
| 0.0074 | 2.21 | 8840 | 0.0236 | 0.4144 | 0.8287 | 0.8287 | 0 | 0.8287 | 0.0 | 0.8287 |
| 0.0086 | 2.21 | 8860 | 0.0232 | 0.4144 | 0.8289 | 0.8289 | 0 | 0.8289 | 0.0 | 0.8289 |
| 0.0072 | 2.22 | 8880 | 0.0253 | 0.4354 | 0.8708 | 0.8708 | 0 | 0.8708 | 0.0 | 0.8708 |
| 0.0093 | 2.23 | 8900 | 0.0240 | 0.3977 | 0.7955 | 0.7955 | 0 | 0.7955 | 0.0 | 0.7955 |
| 0.0063 | 2.23 | 8920 | 0.0260 | 0.3981 | 0.7962 | 0.7962 | 0 | 0.7962 | 0.0 | 0.7962 |
| 0.0117 | 2.23 | 8940 | 0.0273 | 0.4077 | 0.8153 | 0.8153 | 0 | 0.8153 | 0.0 | 0.8153 |
| 0.0361 | 2.24 | 8960 | 0.0250 | 0.4210 | 0.8420 | 0.8420 | 0 | 0.8420 | 0.0 | 0.8420 |
| 0.0149 | 2.25 | 8980 | 0.0241 | 0.3799 | 0.7597 | 0.7597 | 0 | 0.7597 | 0.0 | 0.7597 |
| 0.0097 | 2.25 | 9000 | 0.0237 | 0.4127 | 0.8253 | 0.8253 | 0 | 0.8253 | 0.0 | 0.8253 |
| 0.0067 | 2.25 | 9020 | 0.0250 | 0.4078 | 0.8157 | 0.8157 | 0 | 0.8157 | 0.0 | 0.8157 |
| 0.0078 | 2.26 | 9040 | 0.0235 | 0.4136 | 0.8271 | 0.8271 | 0 | 0.8271 | 0.0 | 0.8271 |
| 0.0204 | 2.27 | 9060 | 0.0233 | 0.4017 | 0.8033 | 0.8033 | 0 | 0.8033 | 0.0 | 0.8033 |
| 0.0032 | 2.27 | 9080 | 0.0234 | 0.4118 | 0.8236 | 0.8236 | 0 | 0.8236 | 0.0 | 0.8236 |
| 0.0081 | 2.27 | 9100 | 0.0259 | 0.3788 | 0.7576 | 0.7576 | 0 | 0.7576 | 0.0 | 0.7576 |
| 0.0574 | 2.28 | 9120 | 0.0261 | 0.4307 | 0.8614 | 0.8614 | 0 | 0.8614 | 0.0 | 0.8614 |
| 0.0094 | 2.29 | 9140 | 0.0244 | 0.4017 | 0.8033 | 0.8033 | 0 | 0.8033 | 0.0 | 0.8033 |
| 0.0068 | 2.29 | 9160 | 0.0244 | 0.4082 | 0.8163 | 0.8163 | 0 | 0.8163 | 0.0 | 0.8163 |
| 0.0084 | 2.29 | 9180 | 0.0250 | 0.3754 | 0.7508 | 0.7508 | 0 | 0.7508 | 0.0 | 0.7508 |
| 0.0195 | 2.3 | 9200 | 0.0242 | 0.4104 | 0.8209 | 0.8209 | 0 | 0.8209 | 0.0 | 0.8209 |
| 0.01 | 2.31 | 9220 | 0.0240 | 0.4054 | 0.8109 | 0.8109 | 0 | 0.8109 | 0.0 | 0.8109 |
| 0.006 | 2.31 | 9240 | 0.0236 | 0.4108 | 0.8215 | 0.8215 | 0 | 0.8215 | 0.0 | 0.8215 |
| 0.0357 | 2.31 | 9260 | 0.0239 | 0.4048 | 0.8097 | 0.8097 | 0 | 0.8097 | 0.0 | 0.8097 |
| 0.0045 | 2.32 | 9280 | 0.0238 | 0.4178 | 0.8357 | 0.8357 | 0 | 0.8357 | 0.0 | 0.8357 |
| 0.0139 | 2.33 | 9300 | 0.0244 | 0.4190 | 0.8380 | 0.8380 | 0 | 0.8380 | 0.0 | 0.8380 |
| 0.0081 | 2.33 | 9320 | 0.0253 | 0.4327 | 0.8654 | 0.8654 | 0 | 0.8654 | 0.0 | 0.8654 |
| 0.0033 | 2.33 | 9340 | 0.0240 | 0.3945 | 0.7890 | 0.7890 | 0 | 0.7890 | 0.0 | 0.7890 |
| 0.0232 | 2.34 | 9360 | 0.0228 | 0.3990 | 0.7979 | 0.7979 | 0 | 0.7979 | 0.0 | 0.7979 |
| 0.0077 | 2.34 | 9380 | 0.0254 | 0.4380 | 0.8760 | 0.8760 | 0 | 0.8760 | 0.0 | 0.8760 |
| 0.0174 | 2.35 | 9400 | 0.0231 | 0.3899 | 0.7798 | 0.7798 | 0 | 0.7798 | 0.0 | 0.7798 |
| 0.0144 | 2.35 | 9420 | 0.0233 | 0.4155 | 0.8309 | 0.8309 | 0 | 0.8309 | 0.0 | 0.8309 |
| 0.0048 | 2.36 | 9440 | 0.0237 | 0.3971 | 0.7941 | 0.7941 | 0 | 0.7941 | 0.0 | 0.7941 |
| 0.0144 | 2.37 | 9460 | 0.0244 | 0.4011 | 0.8023 | 0.8023 | 0 | 0.8023 | 0.0 | 0.8023 |
| 0.0235 | 2.37 | 9480 | 0.0238 | 0.4153 | 0.8306 | 0.8306 | 0 | 0.8306 | 0.0 | 0.8306 |
| 0.0238 | 2.38 | 9500 | 0.0237 | 0.4207 | 0.8415 | 0.8415 | 0 | 0.8415 | 0.0 | 0.8415 |
| 0.0112 | 2.38 | 9520 | 0.0236 | 0.4144 | 0.8289 | 0.8289 | 0 | 0.8289 | 0.0 | 0.8289 |
| 0.0142 | 2.38 | 9540 | 0.0241 | 0.3994 | 0.7989 | 0.7989 | 0 | 0.7989 | 0.0 | 0.7989 |
| 0.0326 | 2.39 | 9560 | 0.0238 | 0.4017 | 0.8035 | 0.8035 | 0 | 0.8035 | 0.0 | 0.8035 |
| 0.0068 | 2.4 | 9580 | 0.0261 | 0.4293 | 0.8586 | 0.8586 | 0 | 0.8586 | 0.0 | 0.8586 |
| 0.0116 | 2.4 | 9600 | 0.0243 | 0.4101 | 0.8203 | 0.8203 | 0 | 0.8203 | 0.0 | 0.8203 |
| 0.0062 | 2.41 | 9620 | 0.0245 | 0.3876 | 0.7752 | 0.7752 | 0 | 0.7752 | 0.0 | 0.7752 |
| 0.0075 | 2.41 | 9640 | 0.0245 | 0.4061 | 0.8123 | 0.8123 | 0 | 0.8123 | 0.0 | 0.8123 |
| 0.0142 | 2.42 | 9660 | 0.0239 | 0.4015 | 0.8031 | 0.8031 | 0 | 0.8031 | 0.0 | 0.8031 |
| 0.0102 | 2.42 | 9680 | 0.0237 | 0.4177 | 0.8353 | 0.8353 | 0 | 0.8353 | 0.0 | 0.8353 |
| 0.0183 | 2.42 | 9700 | 0.0240 | 0.4233 | 0.8467 | 0.8467 | 0 | 0.8467 | 0.0 | 0.8467 |
| 0.0153 | 2.43 | 9720 | 0.0245 | 0.4012 | 0.8024 | 0.8024 | 0 | 0.8024 | 0.0 | 0.8024 |
| 0.0049 | 2.44 | 9740 | 0.0248 | 0.4154 | 0.8308 | 0.8308 | 0 | 0.8308 | 0.0 | 0.8308 |
| 0.0065 | 2.44 | 9760 | 0.0283 | 0.3725 | 0.7450 | 0.7450 | 0 | 0.7450 | 0.0 | 0.7450 |
| 0.0021 | 2.44 | 9780 | 0.0259 | 0.4225 | 0.8449 | 0.8449 | 0 | 0.8449 | 0.0 | 0.8449 |
| 0.0398 | 2.45 | 9800 | 0.0243 | 0.4050 | 0.8100 | 0.8100 | 0 | 0.8100 | 0.0 | 0.8100 |
| 0.0059 | 2.46 | 9820 | 0.0253 | 0.4238 | 0.8476 | 0.8476 | 0 | 0.8476 | 0.0 | 0.8476 |
| 0.0153 | 2.46 | 9840 | 0.0242 | 0.4025 | 0.8049 | 0.8049 | 0 | 0.8049 | 0.0 | 0.8049 |
| 0.0144 | 2.46 | 9860 | 0.0248 | 0.4137 | 0.8274 | 0.8274 | 0 | 0.8274 | 0.0 | 0.8274 |
| 0.0083 | 2.47 | 9880 | 0.0243 | 0.3901 | 0.7803 | 0.7803 | 0 | 0.7803 | 0.0 | 0.7803 |
| 0.0124 | 2.48 | 9900 | 0.0245 | 0.4254 | 0.8508 | 0.8508 | 0 | 0.8508 | 0.0 | 0.8508 |
| 0.0089 | 2.48 | 9920 | 0.0247 | 0.4202 | 0.8403 | 0.8403 | 0 | 0.8403 | 0.0 | 0.8403 |
| 0.0231 | 2.48 | 9940 | 0.0239 | 0.4140 | 0.8279 | 0.8279 | 0 | 0.8279 | 0.0 | 0.8279 |
| 0.0075 | 2.49 | 9960 | 0.0251 | 0.4136 | 0.8272 | 0.8272 | 0 | 0.8272 | 0.0 | 0.8272 |
| 4.0745 | 2.5 | 9980 | 0.0249 | 0.3907 | 0.7814 | 0.7814 | 0 | 0.7814 | 0.0 | 0.7814 |
| 0.0069 | 2.5 | 10000 | 0.0263 | 0.4053 | 0.8106 | 0.8106 | 0 | 0.8106 | 0.0 | 0.8106 |
| 0.0025 | 2.5 | 10020 | 0.0242 | 0.3978 | 0.7956 | 0.7956 | 0 | 0.7956 | 0.0 | 0.7956 |
| 0.0255 | 2.51 | 10040 | 0.0250 | 0.4109 | 0.8218 | 0.8218 | 0 | 0.8218 | 0.0 | 0.8218 |
| 0.0096 | 2.52 | 10060 | 0.0254 | 0.4096 | 0.8191 | 0.8191 | 0 | 0.8191 | 0.0 | 0.8191 |
| 0.0131 | 2.52 | 10080 | 0.0273 | 0.4097 | 0.8193 | 0.8193 | 0 | 0.8193 | 0.0 | 0.8193 |
| 0.0178 | 2.52 | 10100 | 0.0261 | 0.3963 | 0.7926 | 0.7926 | 0 | 0.7926 | 0.0 | 0.7926 |
| 0.0088 | 2.53 | 10120 | 0.0265 | 0.3887 | 0.7774 | 0.7774 | 0 | 0.7774 | 0.0 | 0.7774 |
| 0.0194 | 2.54 | 10140 | 0.0241 | 0.3962 | 0.7923 | 0.7923 | 0 | 0.7923 | 0.0 | 0.7923 |
| 0.0085 | 2.54 | 10160 | 0.0232 | 0.4024 | 0.8049 | 0.8049 | 0 | 0.8049 | 0.0 | 0.8049 |
| 0.0266 | 2.54 | 10180 | 0.0251 | 0.4297 | 0.8594 | 0.8594 | 0 | 0.8594 | 0.0 | 0.8594 |
| 0.0083 | 2.55 | 10200 | 0.0235 | 0.3941 | 0.7882 | 0.7882 | 0 | 0.7882 | 0.0 | 0.7882 |
| 0.0419 | 2.56 | 10220 | 0.0245 | 0.3931 | 0.7861 | 0.7861 | 0 | 0.7861 | 0.0 | 0.7861 |
| 0.0624 | 2.56 | 10240 | 0.0238 | 0.4209 | 0.8418 | 0.8418 | 0 | 0.8418 | 0.0 | 0.8418 |
| 0.0187 | 2.56 | 10260 | 0.0237 | 0.4193 | 0.8387 | 0.8387 | 0 | 0.8387 | 0.0 | 0.8387 |
| 0.0166 | 2.57 | 10280 | 0.0236 | 0.4097 | 0.8194 | 0.8194 | 0 | 0.8194 | 0.0 | 0.8194 |
| 0.0098 | 2.58 | 10300 | 0.0235 | 0.4221 | 0.8443 | 0.8443 | 0 | 0.8443 | 0.0 | 0.8443 |
| 0.0093 | 2.58 | 10320 | 0.0224 | 0.4044 | 0.8087 | 0.8087 | 0 | 0.8087 | 0.0 | 0.8087 |
| 0.0023 | 2.58 | 10340 | 0.0253 | 0.3911 | 0.7822 | 0.7822 | 0 | 0.7822 | 0.0 | 0.7822 |
| 0.0308 | 2.59 | 10360 | 0.0233 | 0.4090 | 0.8180 | 0.8180 | 0 | 0.8180 | 0.0 | 0.8180 |
| 0.0178 | 2.59 | 10380 | 0.0240 | 0.4246 | 0.8492 | 0.8492 | 0 | 0.8492 | 0.0 | 0.8492 |
| 0.0373 | 2.6 | 10400 | 0.0236 | 0.4058 | 0.8117 | 0.8117 | 0 | 0.8117 | 0.0 | 0.8117 |
| 0.0021 | 2.6 | 10420 | 0.0233 | 0.4083 | 0.8165 | 0.8165 | 0 | 0.8165 | 0.0 | 0.8165 |
| 0.0111 | 2.61 | 10440 | 0.0230 | 0.3996 | 0.7991 | 0.7991 | 0 | 0.7991 | 0.0 | 0.7991 |
| 0.0641 | 2.62 | 10460 | 0.0245 | 0.3897 | 0.7794 | 0.7794 | 0 | 0.7794 | 0.0 | 0.7794 |
| 0.0059 | 2.62 | 10480 | 0.0234 | 0.4082 | 0.8165 | 0.8165 | 0 | 0.8165 | 0.0 | 0.8165 |
| 0.0307 | 2.62 | 10500 | 0.0240 | 0.4172 | 0.8343 | 0.8343 | 0 | 0.8343 | 0.0 | 0.8343 |
| 0.009 | 2.63 | 10520 | 0.0233 | 0.4041 | 0.8082 | 0.8082 | 0 | 0.8082 | 0.0 | 0.8082 |
| 0.0028 | 2.63 | 10540 | 0.0234 | 0.4200 | 0.8399 | 0.8399 | 0 | 0.8399 | 0.0 | 0.8399 |
| 0.0073 | 2.64 | 10560 | 0.0237 | 0.4158 | 0.8316 | 0.8316 | 0 | 0.8316 | 0.0 | 0.8316 |
| 0.0224 | 2.65 | 10580 | 0.0233 | 0.4130 | 0.8259 | 0.8259 | 0 | 0.8259 | 0.0 | 0.8259 |
| 0.006 | 2.65 | 10600 | 0.0232 | 0.4146 | 0.8292 | 0.8292 | 0 | 0.8292 | 0.0 | 0.8292 |
| 0.0492 | 2.66 | 10620 | 0.0236 | 0.3992 | 0.7984 | 0.7984 | 0 | 0.7984 | 0.0 | 0.7984 |
| 0.0449 | 2.66 | 10640 | 0.0245 | 0.4155 | 0.8310 | 0.8310 | 0 | 0.8310 | 0.0 | 0.8310 |
| 0.0098 | 2.67 | 10660 | 0.0250 | 0.3960 | 0.7920 | 0.7920 | 0 | 0.7920 | 0.0 | 0.7920 |
| 0.0172 | 2.67 | 10680 | 0.0239 | 0.4141 | 0.8281 | 0.8281 | 0 | 0.8281 | 0.0 | 0.8281 |
| 0.0131 | 2.67 | 10700 | 0.0232 | 0.4076 | 0.8151 | 0.8151 | 0 | 0.8151 | 0.0 | 0.8151 |
| 0.0097 | 2.68 | 10720 | 0.0250 | 0.3979 | 0.7958 | 0.7958 | 0 | 0.7958 | 0.0 | 0.7958 |
| 0.0083 | 2.69 | 10740 | 0.0237 | 0.4178 | 0.8357 | 0.8357 | 0 | 0.8357 | 0.0 | 0.8357 |
| 0.0056 | 2.69 | 10760 | 0.0242 | 0.3912 | 0.7824 | 0.7824 | 0 | 0.7824 | 0.0 | 0.7824 |
| 0.0301 | 2.69 | 10780 | 0.0248 | 0.4242 | 0.8485 | 0.8485 | 0 | 0.8485 | 0.0 | 0.8485 |
| 0.0019 | 2.7 | 10800 | 0.0244 | 0.4138 | 0.8276 | 0.8276 | 0 | 0.8276 | 0.0 | 0.8276 |
| 0.0032 | 2.71 | 10820 | 0.0256 | 0.3891 | 0.7782 | 0.7782 | 0 | 0.7782 | 0.0 | 0.7782 |
| 0.0107 | 2.71 | 10840 | 0.0243 | 0.4120 | 0.8240 | 0.8240 | 0 | 0.8240 | 0.0 | 0.8240 |
| 0.0118 | 2.71 | 10860 | 0.0242 | 0.4133 | 0.8266 | 0.8266 | 0 | 0.8266 | 0.0 | 0.8266 |
| 0.0211 | 2.72 | 10880 | 0.0253 | 0.3965 | 0.7931 | 0.7931 | 0 | 0.7931 | 0.0 | 0.7931 |
| 0.0154 | 2.73 | 10900 | 0.0235 | 0.4188 | 0.8376 | 0.8376 | 0 | 0.8376 | 0.0 | 0.8376 |
| 0.0041 | 2.73 | 10920 | 0.0235 | 0.4092 | 0.8183 | 0.8183 | 0 | 0.8183 | 0.0 | 0.8183 |
| 0.0055 | 2.73 | 10940 | 0.0251 | 0.3916 | 0.7832 | 0.7832 | 0 | 0.7832 | 0.0 | 0.7832 |
| 0.0296 | 2.74 | 10960 | 0.0246 | 0.4214 | 0.8427 | 0.8427 | 0 | 0.8427 | 0.0 | 0.8427 |
| 0.0074 | 2.75 | 10980 | 0.0249 | 0.4236 | 0.8472 | 0.8472 | 0 | 0.8472 | 0.0 | 0.8472 |
| 0.0121 | 2.75 | 11000 | 0.0243 | 0.4133 | 0.8267 | 0.8267 | 0 | 0.8267 | 0.0 | 0.8267 |
| 0.0108 | 2.75 | 11020 | 0.0239 | 0.4089 | 0.8178 | 0.8178 | 0 | 0.8178 | 0.0 | 0.8178 |
| 0.0124 | 2.76 | 11040 | 0.0241 | 0.4003 | 0.8005 | 0.8005 | 0 | 0.8005 | 0.0 | 0.8005 |
| 0.0089 | 2.77 | 11060 | 0.0258 | 0.4247 | 0.8494 | 0.8494 | 0 | 0.8494 | 0.0 | 0.8494 |
| 0.0395 | 2.77 | 11080 | 0.0233 | 0.4148 | 0.8297 | 0.8297 | 0 | 0.8297 | 0.0 | 0.8297 |
| 0.0126 | 2.77 | 11100 | 0.0246 | 0.4198 | 0.8395 | 0.8395 | 0 | 0.8395 | 0.0 | 0.8395 |
| 0.0254 | 2.78 | 11120 | 0.0244 | 0.4204 | 0.8408 | 0.8408 | 0 | 0.8408 | 0.0 | 0.8408 |
| 0.0144 | 2.79 | 11140 | 0.0238 | 0.4081 | 0.8162 | 0.8162 | 0 | 0.8162 | 0.0 | 0.8162 |
| 0.0041 | 2.79 | 11160 | 0.0242 | 0.4215 | 0.8430 | 0.8430 | 0 | 0.8430 | 0.0 | 0.8430 |
| 0.0056 | 2.79 | 11180 | 0.0248 | 0.4043 | 0.8086 | 0.8086 | 0 | 0.8086 | 0.0 | 0.8086 |
| 0.0077 | 2.8 | 11200 | 0.0241 | 0.4177 | 0.8355 | 0.8355 | 0 | 0.8355 | 0.0 | 0.8355 |
| 0.005 | 2.81 | 11220 | 0.0247 | 0.4208 | 0.8415 | 0.8415 | 0 | 0.8415 | 0.0 | 0.8415 |
| 0.0042 | 2.81 | 11240 | 0.0254 | 0.4000 | 0.8001 | 0.8001 | 0 | 0.8001 | 0.0 | 0.8001 |
| 0.0044 | 2.81 | 11260 | 0.0243 | 0.4045 | 0.8090 | 0.8090 | 0 | 0.8090 | 0.0 | 0.8090 |
| 0.1503 | 2.82 | 11280 | 0.0249 | 0.3782 | 0.7564 | 0.7564 | 0 | 0.7564 | 0.0 | 0.7564 |
| 0.0038 | 2.83 | 11300 | 0.0240 | 0.4126 | 0.8252 | 0.8252 | 0 | 0.8252 | 0.0 | 0.8252 |
| 0.0183 | 2.83 | 11320 | 0.0243 | 0.4183 | 0.8367 | 0.8367 | 0 | 0.8367 | 0.0 | 0.8367 |
| 0.0002 | 2.83 | 11340 | 0.0243 | 0.3987 | 0.7974 | 0.7974 | 0 | 0.7974 | 0.0 | 0.7974 |
| 0.0067 | 2.84 | 11360 | 0.0237 | 0.4140 | 0.8280 | 0.8280 | 0 | 0.8280 | 0.0 | 0.8280 |
| 0.014 | 2.84 | 11380 | 0.0239 | 0.4056 | 0.8111 | 0.8111 | 0 | 0.8111 | 0.0 | 0.8111 |
| 0.0146 | 2.85 | 11400 | 0.0239 | 0.4131 | 0.8261 | 0.8261 | 0 | 0.8261 | 0.0 | 0.8261 |
| 0.0276 | 2.85 | 11420 | 0.0231 | 0.4020 | 0.8039 | 0.8039 | 0 | 0.8039 | 0.0 | 0.8039 |
| 0.0023 | 2.86 | 11440 | 0.0238 | 0.4042 | 0.8083 | 0.8083 | 0 | 0.8083 | 0.0 | 0.8083 |
| 0.0236 | 2.87 | 11460 | 0.0236 | 0.4007 | 0.8015 | 0.8015 | 0 | 0.8015 | 0.0 | 0.8015 |
| 0.0085 | 2.87 | 11480 | 0.0232 | 0.4175 | 0.8350 | 0.8350 | 0 | 0.8350 | 0.0 | 0.8350 |
| 0.0038 | 2.88 | 11500 | 0.0233 | 0.4052 | 0.8105 | 0.8105 | 0 | 0.8105 | 0.0 | 0.8105 |
| 0.0403 | 2.88 | 11520 | 0.0232 | 0.4104 | 0.8208 | 0.8208 | 0 | 0.8208 | 0.0 | 0.8208 |
| 0.0046 | 2.88 | 11540 | 0.0235 | 0.4201 | 0.8402 | 0.8402 | 0 | 0.8402 | 0.0 | 0.8402 |
| 0.0004 | 2.89 | 11560 | 0.0243 | 0.3921 | 0.7842 | 0.7842 | 0 | 0.7842 | 0.0 | 0.7842 |
| 0.0033 | 2.9 | 11580 | 0.0239 | 0.4164 | 0.8328 | 0.8328 | 0 | 0.8328 | 0.0 | 0.8328 |
| 0.0214 | 2.9 | 11600 | 0.0231 | 0.4027 | 0.8055 | 0.8055 | 0 | 0.8055 | 0.0 | 0.8055 |
| 0.008 | 2.91 | 11620 | 0.0232 | 0.4160 | 0.8319 | 0.8319 | 0 | 0.8319 | 0.0 | 0.8319 |
| 0.0118 | 2.91 | 11640 | 0.0255 | 0.3731 | 0.7462 | 0.7462 | 0 | 0.7462 | 0.0 | 0.7462 |
| 0.0142 | 2.92 | 11660 | 0.0236 | 0.4143 | 0.8286 | 0.8286 | 0 | 0.8286 | 0.0 | 0.8286 |
| 0.0068 | 2.92 | 11680 | 0.0276 | 0.4407 | 0.8813 | 0.8813 | 0 | 0.8813 | 0.0 | 0.8813 |
| 0.043 | 2.92 | 11700 | 0.0236 | 0.4048 | 0.8096 | 0.8096 | 0 | 0.8096 | 0.0 | 0.8096 |
| 0.006 | 2.93 | 11720 | 0.0236 | 0.4102 | 0.8205 | 0.8205 | 0 | 0.8205 | 0.0 | 0.8205 |
| 0.016 | 2.94 | 11740 | 0.0249 | 0.4348 | 0.8695 | 0.8695 | 0 | 0.8695 | 0.0 | 0.8695 |
| 0.0086 | 2.94 | 11760 | 0.0247 | 0.4252 | 0.8504 | 0.8504 | 0 | 0.8504 | 0.0 | 0.8504 |
| 0.0026 | 2.94 | 11780 | 0.0262 | 0.3706 | 0.7413 | 0.7413 | 0 | 0.7413 | 0.0 | 0.7413 |
| 0.0072 | 2.95 | 11800 | 0.0243 | 0.4046 | 0.8092 | 0.8092 | 0 | 0.8092 | 0.0 | 0.8092 |
| 0.0059 | 2.96 | 11820 | 0.0236 | 0.4021 | 0.8042 | 0.8042 | 0 | 0.8042 | 0.0 | 0.8042 |
| 0.0172 | 2.96 | 11840 | 0.0246 | 0.4169 | 0.8337 | 0.8337 | 0 | 0.8337 | 0.0 | 0.8337 |
| 0.0202 | 2.96 | 11860 | 0.0245 | 0.3815 | 0.7629 | 0.7629 | 0 | 0.7629 | 0.0 | 0.7629 |
| 0.0237 | 2.97 | 11880 | 0.0239 | 0.4214 | 0.8428 | 0.8428 | 0 | 0.8428 | 0.0 | 0.8428 |
| 0.0027 | 2.98 | 11900 | 0.0242 | 0.4144 | 0.8289 | 0.8289 | 0 | 0.8289 | 0.0 | 0.8289 |
| 0.0119 | 2.98 | 11920 | 0.0238 | 0.4158 | 0.8317 | 0.8317 | 0 | 0.8317 | 0.0 | 0.8317 |
| 0.007 | 2.98 | 11940 | 0.0247 | 0.4032 | 0.8063 | 0.8063 | 0 | 0.8063 | 0.0 | 0.8063 |
| 0.0269 | 2.99 | 11960 | 0.0243 | 0.4037 | 0.8073 | 0.8073 | 0 | 0.8073 | 0.0 | 0.8073 |
| 0.0586 | 3.0 | 11980 | 0.0245 | 0.4053 | 0.8106 | 0.8106 | 0 | 0.8106 | 0.0 | 0.8106 |
| 0.0214 | 3.0 | 12000 | 0.0242 | 0.4146 | 0.8293 | 0.8293 | 0 | 0.8293 | 0.0 | 0.8293 |
| 0.0237 | 3.0 | 12020 | 0.0247 | 0.4148 | 0.8297 | 0.8297 | 0 | 0.8297 | 0.0 | 0.8297 |
| 0.0071 | 3.01 | 12040 | 0.0254 | 0.4062 | 0.8125 | 0.8125 | 0 | 0.8125 | 0.0 | 0.8125 |
| 0.0135 | 3.02 | 12060 | 0.0250 | 0.4072 | 0.8143 | 0.8143 | 0 | 0.8143 | 0.0 | 0.8143 |
| 0.001 | 3.02 | 12080 | 0.0256 | 0.4037 | 0.8073 | 0.8073 | 0 | 0.8073 | 0.0 | 0.8073 |
| 0.0095 | 3.02 | 12100 | 0.0272 | 0.4123 | 0.8246 | 0.8246 | 0 | 0.8246 | 0.0 | 0.8246 |
| 0.0106 | 3.03 | 12120 | 0.0246 | 0.4034 | 0.8069 | 0.8069 | 0 | 0.8069 | 0.0 | 0.8069 |
| 0.019 | 3.04 | 12140 | 0.0250 | 0.4086 | 0.8171 | 0.8171 | 0 | 0.8171 | 0.0 | 0.8171 |
| 0.0026 | 3.04 | 12160 | 0.0253 | 0.4142 | 0.8284 | 0.8284 | 0 | 0.8284 | 0.0 | 0.8284 |
| 0.0012 | 3.04 | 12180 | 0.0252 | 0.4049 | 0.8098 | 0.8098 | 0 | 0.8098 | 0.0 | 0.8098 |
| 0.0222 | 3.05 | 12200 | 0.0255 | 0.4006 | 0.8012 | 0.8012 | 0 | 0.8012 | 0.0 | 0.8012 |
| 0.0178 | 3.06 | 12220 | 0.0259 | 0.4049 | 0.8097 | 0.8097 | 0 | 0.8097 | 0.0 | 0.8097 |
| 0.0025 | 3.06 | 12240 | 0.0260 | 0.4170 | 0.8340 | 0.8340 | 0 | 0.8340 | 0.0 | 0.8340 |
| 0.015 | 3.06 | 12260 | 0.0268 | 0.4001 | 0.8001 | 0.8001 | 0 | 0.8001 | 0.0 | 0.8001 |
| 0.0117 | 3.07 | 12280 | 0.0264 | 0.4217 | 0.8434 | 0.8434 | 0 | 0.8434 | 0.0 | 0.8434 |
| 0.0039 | 3.08 | 12300 | 0.0262 | 0.3963 | 0.7927 | 0.7927 | 0 | 0.7927 | 0.0 | 0.7927 |
| 0.0019 | 3.08 | 12320 | 0.0258 | 0.4150 | 0.8299 | 0.8299 | 0 | 0.8299 | 0.0 | 0.8299 |
| 0.0077 | 3.08 | 12340 | 0.0255 | 0.4034 | 0.8068 | 0.8068 | 0 | 0.8068 | 0.0 | 0.8068 |
| 0.0101 | 3.09 | 12360 | 0.0234 | 0.4112 | 0.8224 | 0.8224 | 0 | 0.8224 | 0.0 | 0.8224 |
| 0.0112 | 3.1 | 12380 | 0.0231 | 0.4196 | 0.8392 | 0.8392 | 0 | 0.8392 | 0.0 | 0.8392 |
| 0.0093 | 3.1 | 12400 | 0.0252 | 0.3822 | 0.7644 | 0.7644 | 0 | 0.7644 | 0.0 | 0.7644 |
| 0.0045 | 3.1 | 12420 | 0.0258 | 0.3940 | 0.7880 | 0.7880 | 0 | 0.7880 | 0.0 | 0.7880 |
| 0.0221 | 3.11 | 12440 | 0.0251 | 0.4088 | 0.8176 | 0.8176 | 0 | 0.8176 | 0.0 | 0.8176 |
| 0.0205 | 3.12 | 12460 | 0.0241 | 0.4084 | 0.8168 | 0.8168 | 0 | 0.8168 | 0.0 | 0.8168 |
| 0.0057 | 3.12 | 12480 | 0.0243 | 0.4095 | 0.8190 | 0.8190 | 0 | 0.8190 | 0.0 | 0.8190 |
| 0.0139 | 3.12 | 12500 | 0.0250 | 0.4034 | 0.8068 | 0.8068 | 0 | 0.8068 | 0.0 | 0.8068 |
| 0.0099 | 3.13 | 12520 | 0.0249 | 0.4195 | 0.8391 | 0.8391 | 0 | 0.8391 | 0.0 | 0.8391 |
| 0.0481 | 3.13 | 12540 | 0.0242 | 0.4120 | 0.8240 | 0.8240 | 0 | 0.8240 | 0.0 | 0.8240 |
| 0.0022 | 3.14 | 12560 | 0.0256 | 0.3878 | 0.7756 | 0.7756 | 0 | 0.7756 | 0.0 | 0.7756 |
| 0.0107 | 3.15 | 12580 | 0.0253 | 0.3990 | 0.7980 | 0.7980 | 0 | 0.7980 | 0.0 | 0.7980 |
| 0.0223 | 3.15 | 12600 | 0.0246 | 0.4052 | 0.8103 | 0.8103 | 0 | 0.8103 | 0.0 | 0.8103 |
| 0.0182 | 3.15 | 12620 | 0.0244 | 0.4128 | 0.8257 | 0.8257 | 0 | 0.8257 | 0.0 | 0.8257 |
| 0.003 | 3.16 | 12640 | 0.0239 | 0.4049 | 0.8098 | 0.8098 | 0 | 0.8098 | 0.0 | 0.8098 |
| 0.0185 | 3.17 | 12660 | 0.0247 | 0.4134 | 0.8267 | 0.8267 | 0 | 0.8267 | 0.0 | 0.8267 |
| 0.0007 | 3.17 | 12680 | 0.0254 | 0.4087 | 0.8174 | 0.8174 | 0 | 0.8174 | 0.0 | 0.8174 |
| 0.0111 | 3.17 | 12700 | 0.0242 | 0.4107 | 0.8213 | 0.8213 | 0 | 0.8213 | 0.0 | 0.8213 |
| 0.0299 | 3.18 | 12720 | 0.0254 | 0.3972 | 0.7944 | 0.7944 | 0 | 0.7944 | 0.0 | 0.7944 |
| 0.017 | 3.19 | 12740 | 0.0246 | 0.3800 | 0.7599 | 0.7599 | 0 | 0.7599 | 0.0 | 0.7599 |
| 0.0215 | 3.19 | 12760 | 0.0257 | 0.3844 | 0.7688 | 0.7688 | 0 | 0.7688 | 0.0 | 0.7688 |
| 0.0082 | 3.19 | 12780 | 0.0250 | 0.4082 | 0.8163 | 0.8163 | 0 | 0.8163 | 0.0 | 0.8163 |
| 0.0024 | 3.2 | 12800 | 0.0244 | 0.4190 | 0.8379 | 0.8379 | 0 | 0.8379 | 0.0 | 0.8379 |
| 0.0064 | 3.21 | 12820 | 0.0251 | 0.4251 | 0.8502 | 0.8502 | 0 | 0.8502 | 0.0 | 0.8502 |
| 0.011 | 3.21 | 12840 | 0.0261 | 0.4061 | 0.8122 | 0.8122 | 0 | 0.8122 | 0.0 | 0.8122 |
| 0.0015 | 3.21 | 12860 | 0.0261 | 0.4191 | 0.8382 | 0.8382 | 0 | 0.8382 | 0.0 | 0.8382 |
| 0.0251 | 3.22 | 12880 | 0.0265 | 0.4153 | 0.8306 | 0.8306 | 0 | 0.8306 | 0.0 | 0.8306 |
| 0.0456 | 3.23 | 12900 | 0.0271 | 0.4026 | 0.8051 | 0.8051 | 0 | 0.8051 | 0.0 | 0.8051 |
| 0.025 | 3.23 | 12920 | 0.0255 | 0.4146 | 0.8291 | 0.8291 | 0 | 0.8291 | 0.0 | 0.8291 |
| 0.0209 | 3.23 | 12940 | 0.0265 | 0.4052 | 0.8104 | 0.8104 | 0 | 0.8104 | 0.0 | 0.8104 |
| 0.0312 | 3.24 | 12960 | 0.0245 | 0.4020 | 0.8040 | 0.8040 | 0 | 0.8040 | 0.0 | 0.8040 |
| 0.002 | 3.25 | 12980 | 0.0258 | 0.4071 | 0.8142 | 0.8142 | 0 | 0.8142 | 0.0 | 0.8142 |
| 0.0188 | 3.25 | 13000 | 0.0253 | 0.4124 | 0.8249 | 0.8249 | 0 | 0.8249 | 0.0 | 0.8249 |
| 0.0062 | 3.25 | 13020 | 0.0247 | 0.4157 | 0.8314 | 0.8314 | 0 | 0.8314 | 0.0 | 0.8314 |
| 0.0144 | 3.26 | 13040 | 0.0257 | 0.3953 | 0.7906 | 0.7906 | 0 | 0.7906 | 0.0 | 0.7906 |
| 0.0056 | 3.27 | 13060 | 0.0253 | 0.4025 | 0.8050 | 0.8050 | 0 | 0.8050 | 0.0 | 0.8050 |
| 0.0004 | 3.27 | 13080 | 0.0257 | 0.4108 | 0.8217 | 0.8217 | 0 | 0.8217 | 0.0 | 0.8217 |
| 0.013 | 3.27 | 13100 | 0.0260 | 0.4221 | 0.8443 | 0.8443 | 0 | 0.8443 | 0.0 | 0.8443 |
| 0.0105 | 3.28 | 13120 | 0.0245 | 0.4018 | 0.8037 | 0.8037 | 0 | 0.8037 | 0.0 | 0.8037 |
| 0.036 | 3.29 | 13140 | 0.0248 | 0.4044 | 0.8088 | 0.8088 | 0 | 0.8088 | 0.0 | 0.8088 |
| 0.0128 | 3.29 | 13160 | 0.0254 | 0.4051 | 0.8101 | 0.8101 | 0 | 0.8101 | 0.0 | 0.8101 |
| 0.0068 | 3.29 | 13180 | 0.0249 | 0.3997 | 0.7995 | 0.7995 | 0 | 0.7995 | 0.0 | 0.7995 |
| 0.0097 | 3.3 | 13200 | 0.0245 | 0.4059 | 0.8118 | 0.8118 | 0 | 0.8118 | 0.0 | 0.8118 |
| 0.007 | 3.31 | 13220 | 0.0247 | 0.4071 | 0.8142 | 0.8142 | 0 | 0.8142 | 0.0 | 0.8142 |
| 0.0167 | 3.31 | 13240 | 0.0241 | 0.4124 | 0.8248 | 0.8248 | 0 | 0.8248 | 0.0 | 0.8248 |
| 0.0465 | 3.31 | 13260 | 0.0245 | 0.4072 | 0.8144 | 0.8144 | 0 | 0.8144 | 0.0 | 0.8144 |
| 0.0162 | 3.32 | 13280 | 0.0239 | 0.4132 | 0.8264 | 0.8264 | 0 | 0.8264 | 0.0 | 0.8264 |
| 0.0231 | 3.33 | 13300 | 0.0245 | 0.4076 | 0.8151 | 0.8151 | 0 | 0.8151 | 0.0 | 0.8151 |
| 0.0157 | 3.33 | 13320 | 0.0243 | 0.4069 | 0.8139 | 0.8139 | 0 | 0.8139 | 0.0 | 0.8139 |
| 0.0004 | 3.33 | 13340 | 0.0249 | 0.4077 | 0.8153 | 0.8153 | 0 | 0.8153 | 0.0 | 0.8153 |
| 0.0119 | 3.34 | 13360 | 0.0251 | 0.4080 | 0.8159 | 0.8159 | 0 | 0.8159 | 0.0 | 0.8159 |
| 0.0228 | 3.34 | 13380 | 0.0255 | 0.3975 | 0.7949 | 0.7949 | 0 | 0.7949 | 0.0 | 0.7949 |
| 0.01 | 3.35 | 13400 | 0.0235 | 0.4172 | 0.8344 | 0.8344 | 0 | 0.8344 | 0.0 | 0.8344 |
| 0.0027 | 3.35 | 13420 | 0.0246 | 0.4105 | 0.8210 | 0.8210 | 0 | 0.8210 | 0.0 | 0.8210 |
| 0.0082 | 3.36 | 13440 | 0.0234 | 0.4115 | 0.8230 | 0.8230 | 0 | 0.8230 | 0.0 | 0.8230 |
| 0.0243 | 3.37 | 13460 | 0.0244 | 0.4060 | 0.8121 | 0.8121 | 0 | 0.8121 | 0.0 | 0.8121 |
| 0.0117 | 3.37 | 13480 | 0.0256 | 0.4134 | 0.8267 | 0.8267 | 0 | 0.8267 | 0.0 | 0.8267 |
| 0.0131 | 3.38 | 13500 | 0.0250 | 0.4200 | 0.8399 | 0.8399 | 0 | 0.8399 | 0.0 | 0.8399 |
| 0.0129 | 3.38 | 13520 | 0.0254 | 0.4100 | 0.8200 | 0.8200 | 0 | 0.8200 | 0.0 | 0.8200 |
| 0.0088 | 3.38 | 13540 | 0.0249 | 0.4056 | 0.8112 | 0.8112 | 0 | 0.8112 | 0.0 | 0.8112 |
| 0.0037 | 3.39 | 13560 | 0.0265 | 0.3920 | 0.7840 | 0.7840 | 0 | 0.7840 | 0.0 | 0.7840 |
| 0.0104 | 3.4 | 13580 | 0.0243 | 0.4138 | 0.8276 | 0.8276 | 0 | 0.8276 | 0.0 | 0.8276 |
| 0.0045 | 3.4 | 13600 | 0.0259 | 0.4225 | 0.8451 | 0.8451 | 0 | 0.8451 | 0.0 | 0.8451 |
| 0.0023 | 3.41 | 13620 | 0.0249 | 0.4198 | 0.8396 | 0.8396 | 0 | 0.8396 | 0.0 | 0.8396 |
| 0.0232 | 3.41 | 13640 | 0.0253 | 0.4102 | 0.8204 | 0.8204 | 0 | 0.8204 | 0.0 | 0.8204 |
| 0.0193 | 3.42 | 13660 | 0.0267 | 0.4111 | 0.8223 | 0.8223 | 0 | 0.8223 | 0.0 | 0.8223 |
| 0.0399 | 3.42 | 13680 | 0.0262 | 0.4236 | 0.8473 | 0.8473 | 0 | 0.8473 | 0.0 | 0.8473 |
| 0.0089 | 3.42 | 13700 | 0.0248 | 0.4140 | 0.8281 | 0.8281 | 0 | 0.8281 | 0.0 | 0.8281 |
| 0.0048 | 3.43 | 13720 | 0.0255 | 0.4185 | 0.8371 | 0.8371 | 0 | 0.8371 | 0.0 | 0.8371 |
| 0.0164 | 3.44 | 13740 | 0.0251 | 0.4142 | 0.8285 | 0.8285 | 0 | 0.8285 | 0.0 | 0.8285 |
| 0.0107 | 3.44 | 13760 | 0.0257 | 0.4171 | 0.8342 | 0.8342 | 0 | 0.8342 | 0.0 | 0.8342 |
| 0.0042 | 3.44 | 13780 | 0.0254 | 0.4218 | 0.8436 | 0.8436 | 0 | 0.8436 | 0.0 | 0.8436 |
| 0.0219 | 3.45 | 13800 | 0.0252 | 0.4092 | 0.8185 | 0.8185 | 0 | 0.8185 | 0.0 | 0.8185 |
| 0.0003 | 3.46 | 13820 | 0.0260 | 0.4113 | 0.8227 | 0.8227 | 0 | 0.8227 | 0.0 | 0.8227 |
| 0.0053 | 3.46 | 13840 | 0.0257 | 0.4059 | 0.8117 | 0.8117 | 0 | 0.8117 | 0.0 | 0.8117 |
| 0.0157 | 3.46 | 13860 | 0.0275 | 0.3916 | 0.7832 | 0.7832 | 0 | 0.7832 | 0.0 | 0.7832 |
| 0.0076 | 3.47 | 13880 | 0.0255 | 0.4162 | 0.8324 | 0.8324 | 0 | 0.8324 | 0.0 | 0.8324 |
| 0.0202 | 3.48 | 13900 | 0.0297 | 0.4291 | 0.8583 | 0.8583 | 0 | 0.8583 | 0.0 | 0.8583 |
| 0.0064 | 3.48 | 13920 | 0.0273 | 0.4190 | 0.8380 | 0.8380 | 0 | 0.8380 | 0.0 | 0.8380 |
| 0.0002 | 3.48 | 13940 | 0.0254 | 0.4069 | 0.8139 | 0.8139 | 0 | 0.8139 | 0.0 | 0.8139 |
| 0.0087 | 3.49 | 13960 | 0.0259 | 0.4157 | 0.8313 | 0.8313 | 0 | 0.8313 | 0.0 | 0.8313 |
| 0.0024 | 3.5 | 13980 | 0.0258 | 0.3911 | 0.7822 | 0.7822 | 0 | 0.7822 | 0.0 | 0.7822 |
| 0.0238 | 3.5 | 14000 | 0.0243 | 0.3906 | 0.7813 | 0.7813 | 0 | 0.7813 | 0.0 | 0.7813 |
| 0.0147 | 3.5 | 14020 | 0.0246 | 0.4013 | 0.8026 | 0.8026 | 0 | 0.8026 | 0.0 | 0.8026 |
| 0.0219 | 3.51 | 14040 | 0.0246 | 0.4261 | 0.8522 | 0.8522 | 0 | 0.8522 | 0.0 | 0.8522 |
| 0.0053 | 3.52 | 14060 | 0.0243 | 0.4129 | 0.8257 | 0.8257 | 0 | 0.8257 | 0.0 | 0.8257 |
| 0.039 | 3.52 | 14080 | 0.0246 | 0.4258 | 0.8516 | 0.8516 | 0 | 0.8516 | 0.0 | 0.8516 |
| 0.0022 | 3.52 | 14100 | 0.0258 | 0.4269 | 0.8538 | 0.8538 | 0 | 0.8538 | 0.0 | 0.8538 |
| 0.0041 | 3.53 | 14120 | 0.0237 | 0.4036 | 0.8071 | 0.8071 | 0 | 0.8071 | 0.0 | 0.8071 |
| 0.0017 | 3.54 | 14140 | 0.0243 | 0.4089 | 0.8177 | 0.8177 | 0 | 0.8177 | 0.0 | 0.8177 |
| 0.009 | 3.54 | 14160 | 0.0247 | 0.4078 | 0.8156 | 0.8156 | 0 | 0.8156 | 0.0 | 0.8156 |
| 0.059 | 3.54 | 14180 | 0.0235 | 0.4087 | 0.8173 | 0.8173 | 0 | 0.8173 | 0.0 | 0.8173 |
| 0.0146 | 3.55 | 14200 | 0.0248 | 0.3888 | 0.7776 | 0.7776 | 0 | 0.7776 | 0.0 | 0.7776 |
| 0.0174 | 3.56 | 14220 | 0.0245 | 0.4008 | 0.8015 | 0.8015 | 0 | 0.8015 | 0.0 | 0.8015 |
| 0.0197 | 3.56 | 14240 | 0.0245 | 0.4165 | 0.8329 | 0.8329 | 0 | 0.8329 | 0.0 | 0.8329 |
| 0.0209 | 3.56 | 14260 | 0.0247 | 0.4149 | 0.8299 | 0.8299 | 0 | 0.8299 | 0.0 | 0.8299 |
| 0.0072 | 3.57 | 14280 | 0.0237 | 0.4013 | 0.8025 | 0.8025 | 0 | 0.8025 | 0.0 | 0.8025 |
| 0.037 | 3.58 | 14300 | 0.0241 | 0.4173 | 0.8345 | 0.8345 | 0 | 0.8345 | 0.0 | 0.8345 |
| 0.0259 | 3.58 | 14320 | 0.0245 | 0.4097 | 0.8194 | 0.8194 | 0 | 0.8194 | 0.0 | 0.8194 |
| 0.0228 | 3.58 | 14340 | 0.0243 | 0.4140 | 0.8280 | 0.8280 | 0 | 0.8280 | 0.0 | 0.8280 |
| 0.0129 | 3.59 | 14360 | 0.0235 | 0.4224 | 0.8449 | 0.8449 | 0 | 0.8449 | 0.0 | 0.8449 |
| 0.0212 | 3.59 | 14380 | 0.0234 | 0.4175 | 0.8350 | 0.8350 | 0 | 0.8350 | 0.0 | 0.8350 |
| 0.0035 | 3.6 | 14400 | 0.0242 | 0.4054 | 0.8108 | 0.8108 | 0 | 0.8108 | 0.0 | 0.8108 |
| 0.0126 | 3.6 | 14420 | 0.0243 | 0.4070 | 0.8140 | 0.8140 | 0 | 0.8140 | 0.0 | 0.8140 |
| 0.0196 | 3.61 | 14440 | 0.0248 | 0.4090 | 0.8181 | 0.8181 | 0 | 0.8181 | 0.0 | 0.8181 |
| 0.0075 | 3.62 | 14460 | 0.0235 | 0.4183 | 0.8366 | 0.8366 | 0 | 0.8366 | 0.0 | 0.8366 |
| 0.0042 | 3.62 | 14480 | 0.0245 | 0.4167 | 0.8335 | 0.8335 | 0 | 0.8335 | 0.0 | 0.8335 |
| 0.0103 | 3.62 | 14500 | 0.0236 | 0.4123 | 0.8245 | 0.8245 | 0 | 0.8245 | 0.0 | 0.8245 |
| 0.0029 | 3.63 | 14520 | 0.0236 | 0.4115 | 0.8231 | 0.8231 | 0 | 0.8231 | 0.0 | 0.8231 |
| 0.0037 | 3.63 | 14540 | 0.0238 | 0.4149 | 0.8299 | 0.8299 | 0 | 0.8299 | 0.0 | 0.8299 |
| 0.0044 | 3.64 | 14560 | 0.0239 | 0.3947 | 0.7895 | 0.7895 | 0 | 0.7895 | 0.0 | 0.7895 |
| 0.022 | 3.65 | 14580 | 0.0238 | 0.4086 | 0.8171 | 0.8171 | 0 | 0.8171 | 0.0 | 0.8171 |
| 0.008 | 3.65 | 14600 | 0.0242 | 0.4176 | 0.8352 | 0.8352 | 0 | 0.8352 | 0.0 | 0.8352 |
| 0.0456 | 3.66 | 14620 | 0.0244 | 0.4093 | 0.8186 | 0.8186 | 0 | 0.8186 | 0.0 | 0.8186 |
| 0.0093 | 3.66 | 14640 | 0.0238 | 0.4128 | 0.8255 | 0.8255 | 0 | 0.8255 | 0.0 | 0.8255 |
| 0.0211 | 3.67 | 14660 | 0.0255 | 0.4118 | 0.8237 | 0.8237 | 0 | 0.8237 | 0.0 | 0.8237 |
| 0.0089 | 3.67 | 14680 | 0.0253 | 0.4097 | 0.8194 | 0.8194 | 0 | 0.8194 | 0.0 | 0.8194 |
| 0.052 | 3.67 | 14700 | 0.0245 | 0.4096 | 0.8191 | 0.8191 | 0 | 0.8191 | 0.0 | 0.8191 |
| 0.0032 | 3.68 | 14720 | 0.0244 | 0.4108 | 0.8217 | 0.8217 | 0 | 0.8217 | 0.0 | 0.8217 |
| 0.0092 | 3.69 | 14740 | 0.0251 | 0.4242 | 0.8483 | 0.8483 | 0 | 0.8483 | 0.0 | 0.8483 |
| 0.0207 | 3.69 | 14760 | 0.0253 | 0.4148 | 0.8296 | 0.8296 | 0 | 0.8296 | 0.0 | 0.8296 |
| 0.0035 | 3.69 | 14780 | 0.0242 | 0.4134 | 0.8267 | 0.8267 | 0 | 0.8267 | 0.0 | 0.8267 |
| 0.0275 | 3.7 | 14800 | 0.0255 | 0.4292 | 0.8584 | 0.8584 | 0 | 0.8584 | 0.0 | 0.8584 |
| 0.0282 | 3.71 | 14820 | 0.0247 | 0.4063 | 0.8127 | 0.8127 | 0 | 0.8127 | 0.0 | 0.8127 |
| 0.0316 | 3.71 | 14840 | 0.0252 | 0.4036 | 0.8073 | 0.8073 | 0 | 0.8073 | 0.0 | 0.8073 |
| 0.0106 | 3.71 | 14860 | 0.0256 | 0.4280 | 0.8560 | 0.8560 | 0 | 0.8560 | 0.0 | 0.8560 |
| 0.0066 | 3.72 | 14880 | 0.0245 | 0.4216 | 0.8432 | 0.8432 | 0 | 0.8432 | 0.0 | 0.8432 |
| 0.0288 | 3.73 | 14900 | 0.0239 | 0.4081 | 0.8162 | 0.8162 | 0 | 0.8162 | 0.0 | 0.8162 |
| 0.0113 | 3.73 | 14920 | 0.0249 | 0.4127 | 0.8254 | 0.8254 | 0 | 0.8254 | 0.0 | 0.8254 |
| 0.011 | 3.73 | 14940 | 0.0249 | 0.4014 | 0.8028 | 0.8028 | 0 | 0.8028 | 0.0 | 0.8028 |
| 0.0032 | 3.74 | 14960 | 0.0244 | 0.4117 | 0.8234 | 0.8234 | 0 | 0.8234 | 0.0 | 0.8234 |
| 0.0091 | 3.75 | 14980 | 0.0244 | 0.4229 | 0.8457 | 0.8457 | 0 | 0.8457 | 0.0 | 0.8457 |
| 0.0081 | 3.75 | 15000 | 0.0246 | 0.4016 | 0.8031 | 0.8031 | 0 | 0.8031 | 0.0 | 0.8031 |
| 0.0063 | 3.75 | 15020 | 0.0240 | 0.4048 | 0.8097 | 0.8097 | 0 | 0.8097 | 0.0 | 0.8097 |
| 0.0041 | 3.76 | 15040 | 0.0247 | 0.4022 | 0.8043 | 0.8043 | 0 | 0.8043 | 0.0 | 0.8043 |
| 0.0166 | 3.77 | 15060 | 0.0242 | 0.4055 | 0.8111 | 0.8111 | 0 | 0.8111 | 0.0 | 0.8111 |
| 0.0134 | 3.77 | 15080 | 0.0233 | 0.4036 | 0.8072 | 0.8072 | 0 | 0.8072 | 0.0 | 0.8072 |
| 0.0155 | 3.77 | 15100 | 0.0238 | 0.4079 | 0.8158 | 0.8158 | 0 | 0.8158 | 0.0 | 0.8158 |
| 0.0074 | 3.78 | 15120 | 0.0251 | 0.4024 | 0.8047 | 0.8047 | 0 | 0.8047 | 0.0 | 0.8047 |
| 0.0191 | 3.79 | 15140 | 0.0258 | 0.4235 | 0.8470 | 0.8470 | 0 | 0.8470 | 0.0 | 0.8470 |
| 0.0038 | 3.79 | 15160 | 0.0245 | 0.4110 | 0.8220 | 0.8220 | 0 | 0.8220 | 0.0 | 0.8220 |
| 0.029 | 3.79 | 15180 | 0.0245 | 0.4149 | 0.8297 | 0.8297 | 0 | 0.8297 | 0.0 | 0.8297 |
| 0.0259 | 3.8 | 15200 | 0.0248 | 0.4088 | 0.8177 | 0.8177 | 0 | 0.8177 | 0.0 | 0.8177 |
| 0.0123 | 3.81 | 15220 | 0.0247 | 0.4056 | 0.8113 | 0.8113 | 0 | 0.8113 | 0.0 | 0.8113 |
| 0.0035 | 3.81 | 15240 | 0.0249 | 0.4088 | 0.8175 | 0.8175 | 0 | 0.8175 | 0.0 | 0.8175 |
| 0.0215 | 3.81 | 15260 | 0.0248 | 0.4110 | 0.8220 | 0.8220 | 0 | 0.8220 | 0.0 | 0.8220 |
| 0.0128 | 3.82 | 15280 | 0.0252 | 0.4279 | 0.8558 | 0.8558 | 0 | 0.8558 | 0.0 | 0.8558 |
| 0.0284 | 3.83 | 15300 | 0.0243 | 0.4159 | 0.8318 | 0.8318 | 0 | 0.8318 | 0.0 | 0.8318 |
| 0.0379 | 3.83 | 15320 | 0.0242 | 0.4147 | 0.8294 | 0.8294 | 0 | 0.8294 | 0.0 | 0.8294 |
| 0.0033 | 3.83 | 15340 | 0.0245 | 0.4153 | 0.8307 | 0.8307 | 0 | 0.8307 | 0.0 | 0.8307 |
| 0.0068 | 3.84 | 15360 | 0.0247 | 0.4149 | 0.8298 | 0.8298 | 0 | 0.8298 | 0.0 | 0.8298 |
| 0.0074 | 3.84 | 15380 | 0.0250 | 0.4228 | 0.8456 | 0.8456 | 0 | 0.8456 | 0.0 | 0.8456 |
| 0.0195 | 3.85 | 15400 | 0.0256 | 0.4127 | 0.8253 | 0.8253 | 0 | 0.8253 | 0.0 | 0.8253 |
| 0.0095 | 3.85 | 15420 | 0.0272 | 0.4152 | 0.8304 | 0.8304 | 0 | 0.8304 | 0.0 | 0.8304 |
| 0.0246 | 3.86 | 15440 | 0.0274 | 0.4100 | 0.8200 | 0.8200 | 0 | 0.8200 | 0.0 | 0.8200 |
| 0.0334 | 3.87 | 15460 | 0.0257 | 0.4164 | 0.8328 | 0.8328 | 0 | 0.8328 | 0.0 | 0.8328 |
| 0.0054 | 3.87 | 15480 | 0.0255 | 0.4175 | 0.8350 | 0.8350 | 0 | 0.8350 | 0.0 | 0.8350 |
| 0.0219 | 3.88 | 15500 | 0.0256 | 0.4047 | 0.8093 | 0.8093 | 0 | 0.8093 | 0.0 | 0.8093 |
| 0.0451 | 3.88 | 15520 | 0.0255 | 0.4192 | 0.8383 | 0.8383 | 0 | 0.8383 | 0.0 | 0.8383 |
| 0.0984 | 3.88 | 15540 | 0.0248 | 0.4128 | 0.8256 | 0.8256 | 0 | 0.8256 | 0.0 | 0.8256 |
| 0.012 | 3.89 | 15560 | 0.0253 | 0.4194 | 0.8388 | 0.8388 | 0 | 0.8388 | 0.0 | 0.8388 |
| 0.0079 | 3.9 | 15580 | 0.0245 | 0.4064 | 0.8128 | 0.8128 | 0 | 0.8128 | 0.0 | 0.8128 |
| 0.0033 | 3.9 | 15600 | 0.0256 | 0.3992 | 0.7985 | 0.7985 | 0 | 0.7985 | 0.0 | 0.7985 |
| 0.0369 | 3.91 | 15620 | 0.0271 | 0.4066 | 0.8132 | 0.8132 | 0 | 0.8132 | 0.0 | 0.8132 |
| 0.004 | 3.91 | 15640 | 0.0271 | 0.4159 | 0.8318 | 0.8318 | 0 | 0.8318 | 0.0 | 0.8318 |
| 0.0178 | 3.92 | 15660 | 0.0265 | 0.4124 | 0.8249 | 0.8249 | 0 | 0.8249 | 0.0 | 0.8249 |
| 0.0075 | 3.92 | 15680 | 0.0265 | 0.4014 | 0.8028 | 0.8028 | 0 | 0.8028 | 0.0 | 0.8028 |
| 0.0268 | 3.92 | 15700 | 0.0266 | 0.4036 | 0.8073 | 0.8073 | 0 | 0.8073 | 0.0 | 0.8073 |
| 0.0502 | 3.93 | 15720 | 0.0265 | 0.4053 | 0.8105 | 0.8105 | 0 | 0.8105 | 0.0 | 0.8105 |
| 0.0114 | 3.94 | 15740 | 0.0262 | 0.3996 | 0.7993 | 0.7993 | 0 | 0.7993 | 0.0 | 0.7993 |
| 0.0045 | 3.94 | 15760 | 0.0266 | 0.4030 | 0.8060 | 0.8060 | 0 | 0.8060 | 0.0 | 0.8060 |
| 0.0053 | 3.94 | 15780 | 0.0256 | 0.4094 | 0.8188 | 0.8188 | 0 | 0.8188 | 0.0 | 0.8188 |
| 0.0131 | 3.95 | 15800 | 0.0250 | 0.4162 | 0.8324 | 0.8324 | 0 | 0.8324 | 0.0 | 0.8324 |
| 0.001 | 3.96 | 15820 | 0.0255 | 0.4124 | 0.8248 | 0.8248 | 0 | 0.8248 | 0.0 | 0.8248 |
| 0.0064 | 3.96 | 15840 | 0.0251 | 0.4164 | 0.8328 | 0.8328 | 0 | 0.8328 | 0.0 | 0.8328 |
| 0.0021 | 3.96 | 15860 | 0.0247 | 0.4184 | 0.8369 | 0.8369 | 0 | 0.8369 | 0.0 | 0.8369 |
| 0.0001 | 3.97 | 15880 | 0.0247 | 0.4032 | 0.8064 | 0.8064 | 0 | 0.8064 | 0.0 | 0.8064 |
| 0.0201 | 3.98 | 15900 | 0.0245 | 0.4043 | 0.8085 | 0.8085 | 0 | 0.8085 | 0.0 | 0.8085 |
| 0.0219 | 3.98 | 15920 | 0.0237 | 0.4098 | 0.8196 | 0.8196 | 0 | 0.8196 | 0.0 | 0.8196 |
| 0.0026 | 3.98 | 15940 | 0.0246 | 0.4140 | 0.8281 | 0.8281 | 0 | 0.8281 | 0.0 | 0.8281 |
| 0.0071 | 3.99 | 15960 | 0.0239 | 0.4125 | 0.8251 | 0.8251 | 0 | 0.8251 | 0.0 | 0.8251 |
| 0.016 | 4.0 | 15980 | 0.0241 | 0.4120 | 0.8239 | 0.8239 | 0 | 0.8239 | 0.0 | 0.8239 |
| 0.0011 | 4.0 | 16000 | 0.0249 | 0.4111 | 0.8222 | 0.8222 | 0 | 0.8222 | 0.0 | 0.8222 |
| 0.0134 | 4.0 | 16020 | 0.0246 | 0.4145 | 0.8291 | 0.8291 | 0 | 0.8291 | 0.0 | 0.8291 |
| 0.008 | 4.01 | 16040 | 0.0250 | 0.4187 | 0.8373 | 0.8373 | 0 | 0.8373 | 0.0 | 0.8373 |
| 0.0069 | 4.01 | 16060 | 0.0255 | 0.4186 | 0.8371 | 0.8371 | 0 | 0.8371 | 0.0 | 0.8371 |
| 0.0107 | 4.02 | 16080 | 0.0249 | 0.4131 | 0.8262 | 0.8262 | 0 | 0.8262 | 0.0 | 0.8262 |
| 0.0074 | 4.03 | 16100 | 0.0256 | 0.4091 | 0.8183 | 0.8183 | 0 | 0.8183 | 0.0 | 0.8183 |
| 0.0002 | 4.03 | 16120 | 0.0246 | 0.4090 | 0.8181 | 0.8181 | 0 | 0.8181 | 0.0 | 0.8181 |
| 0.0069 | 4.04 | 16140 | 0.0251 | 0.4084 | 0.8169 | 0.8169 | 0 | 0.8169 | 0.0 | 0.8169 |
| 0.0057 | 4.04 | 16160 | 0.0261 | 0.4160 | 0.8320 | 0.8320 | 0 | 0.8320 | 0.0 | 0.8320 |
| 0.1088 | 4.04 | 16180 | 0.0252 | 0.4157 | 0.8315 | 0.8315 | 0 | 0.8315 | 0.0 | 0.8315 |
| 0.0094 | 4.05 | 16200 | 0.0257 | 0.4205 | 0.8411 | 0.8411 | 0 | 0.8411 | 0.0 | 0.8411 |
| 0.0177 | 4.05 | 16220 | 0.0249 | 0.4108 | 0.8216 | 0.8216 | 0 | 0.8216 | 0.0 | 0.8216 |
| 0.0082 | 4.06 | 16240 | 0.0246 | 0.4044 | 0.8088 | 0.8088 | 0 | 0.8088 | 0.0 | 0.8088 |
| 0.0178 | 4.07 | 16260 | 0.0247 | 0.4139 | 0.8279 | 0.8279 | 0 | 0.8279 | 0.0 | 0.8279 |
| 0.0106 | 4.07 | 16280 | 0.0256 | 0.3955 | 0.7909 | 0.7909 | 0 | 0.7909 | 0.0 | 0.7909 |
| 0.0105 | 4.08 | 16300 | 0.0257 | 0.4041 | 0.8082 | 0.8082 | 0 | 0.8082 | 0.0 | 0.8082 |
| 0.007 | 4.08 | 16320 | 0.0264 | 0.3982 | 0.7964 | 0.7964 | 0 | 0.7964 | 0.0 | 0.7964 |
| 0.0125 | 4.08 | 16340 | 0.0263 | 0.3952 | 0.7905 | 0.7905 | 0 | 0.7905 | 0.0 | 0.7905 |
| 0.0135 | 4.09 | 16360 | 0.0250 | 0.4116 | 0.8233 | 0.8233 | 0 | 0.8233 | 0.0 | 0.8233 |
| 0.0087 | 4.09 | 16380 | 0.0251 | 0.4244 | 0.8487 | 0.8487 | 0 | 0.8487 | 0.0 | 0.8487 |
| 0.0193 | 4.1 | 16400 | 0.0249 | 0.4227 | 0.8453 | 0.8453 | 0 | 0.8453 | 0.0 | 0.8453 |
| 0.0066 | 4.11 | 16420 | 0.0249 | 0.4086 | 0.8172 | 0.8172 | 0 | 0.8172 | 0.0 | 0.8172 |
| 0.0161 | 4.11 | 16440 | 0.0249 | 0.4134 | 0.8267 | 0.8267 | 0 | 0.8267 | 0.0 | 0.8267 |
| 0.0231 | 4.12 | 16460 | 0.0245 | 0.4113 | 0.8227 | 0.8227 | 0 | 0.8227 | 0.0 | 0.8227 |
| 0.0092 | 4.12 | 16480 | 0.0241 | 0.4044 | 0.8087 | 0.8087 | 0 | 0.8087 | 0.0 | 0.8087 |
| 0.0188 | 4.12 | 16500 | 0.0246 | 0.4131 | 0.8263 | 0.8263 | 0 | 0.8263 | 0.0 | 0.8263 |
| 0.0145 | 4.13 | 16520 | 0.0242 | 0.4156 | 0.8311 | 0.8311 | 0 | 0.8311 | 0.0 | 0.8311 |
| 0.0024 | 4.13 | 16540 | 0.0252 | 0.4034 | 0.8067 | 0.8067 | 0 | 0.8067 | 0.0 | 0.8067 |
| 0.0054 | 4.14 | 16560 | 0.0260 | 0.3973 | 0.7946 | 0.7946 | 0 | 0.7946 | 0.0 | 0.7946 |
| 0.005 | 4.14 | 16580 | 0.0241 | 0.4091 | 0.8181 | 0.8181 | 0 | 0.8181 | 0.0 | 0.8181 |
| 0.0083 | 4.15 | 16600 | 0.0246 | 0.4068 | 0.8135 | 0.8135 | 0 | 0.8135 | 0.0 | 0.8135 |
| 0.0071 | 4.16 | 16620 | 0.0243 | 0.4094 | 0.8188 | 0.8188 | 0 | 0.8188 | 0.0 | 0.8188 |
| 0.0206 | 4.16 | 16640 | 0.0241 | 0.4073 | 0.8146 | 0.8146 | 0 | 0.8146 | 0.0 | 0.8146 |
| 0.0121 | 4.17 | 16660 | 0.0250 | 0.4096 | 0.8191 | 0.8191 | 0 | 0.8191 | 0.0 | 0.8191 |
| 0.016 | 4.17 | 16680 | 0.0247 | 0.4159 | 0.8318 | 0.8318 | 0 | 0.8318 | 0.0 | 0.8318 |
| 0.0049 | 4.17 | 16700 | 0.0251 | 0.4120 | 0.8241 | 0.8241 | 0 | 0.8241 | 0.0 | 0.8241 |
| 0.0035 | 4.18 | 16720 | 0.0254 | 0.4119 | 0.8237 | 0.8237 | 0 | 0.8237 | 0.0 | 0.8237 |
| 0.0122 | 4.18 | 16740 | 0.0261 | 0.4061 | 0.8121 | 0.8121 | 0 | 0.8121 | 0.0 | 0.8121 |
| 0.0122 | 4.19 | 16760 | 0.0263 | 0.3943 | 0.7886 | 0.7886 | 0 | 0.7886 | 0.0 | 0.7886 |
| 0.0047 | 4.2 | 16780 | 0.0265 | 0.4010 | 0.8020 | 0.8020 | 0 | 0.8020 | 0.0 | 0.8020 |
| 0.0346 | 4.2 | 16800 | 0.0272 | 0.4074 | 0.8149 | 0.8149 | 0 | 0.8149 | 0.0 | 0.8149 |
| 0.0481 | 4.21 | 16820 | 0.0247 | 0.4098 | 0.8196 | 0.8196 | 0 | 0.8196 | 0.0 | 0.8196 |
| 0.0177 | 4.21 | 16840 | 0.0243 | 0.4092 | 0.8184 | 0.8184 | 0 | 0.8184 | 0.0 | 0.8184 |
| 0.0033 | 4.21 | 16860 | 0.0251 | 0.4061 | 0.8122 | 0.8122 | 0 | 0.8122 | 0.0 | 0.8122 |
| 0.0143 | 4.22 | 16880 | 0.0257 | 0.4091 | 0.8182 | 0.8182 | 0 | 0.8182 | 0.0 | 0.8182 |
| 0.011 | 4.22 | 16900 | 0.0252 | 0.4088 | 0.8176 | 0.8176 | 0 | 0.8176 | 0.0 | 0.8176 |
| 0.0403 | 4.23 | 16920 | 0.0247 | 0.4160 | 0.8321 | 0.8321 | 0 | 0.8321 | 0.0 | 0.8321 |
| 0.0111 | 4.24 | 16940 | 0.0251 | 0.4187 | 0.8375 | 0.8375 | 0 | 0.8375 | 0.0 | 0.8375 |
| 0.0125 | 4.24 | 16960 | 0.0248 | 0.4113 | 0.8225 | 0.8225 | 0 | 0.8225 | 0.0 | 0.8225 |
| 0.007 | 4.25 | 16980 | 0.0257 | 0.4094 | 0.8188 | 0.8188 | 0 | 0.8188 | 0.0 | 0.8188 |
| 0.0166 | 4.25 | 17000 | 0.0255 | 0.4145 | 0.8291 | 0.8291 | 0 | 0.8291 | 0.0 | 0.8291 |
| 0.0365 | 4.25 | 17020 | 0.0255 | 0.4085 | 0.8171 | 0.8171 | 0 | 0.8171 | 0.0 | 0.8171 |
| 0.0064 | 4.26 | 17040 | 0.0250 | 0.4131 | 0.8262 | 0.8262 | 0 | 0.8262 | 0.0 | 0.8262 |
| 0.0146 | 4.26 | 17060 | 0.0255 | 0.4107 | 0.8214 | 0.8214 | 0 | 0.8214 | 0.0 | 0.8214 |
| 0.024 | 4.27 | 17080 | 0.0257 | 0.4111 | 0.8223 | 0.8223 | 0 | 0.8223 | 0.0 | 0.8223 |
| 0.0058 | 4.28 | 17100 | 0.0252 | 0.4108 | 0.8216 | 0.8216 | 0 | 0.8216 | 0.0 | 0.8216 |
| 0.0052 | 4.28 | 17120 | 0.0255 | 0.4157 | 0.8315 | 0.8315 | 0 | 0.8315 | 0.0 | 0.8315 |
| 0.0055 | 4.29 | 17140 | 0.0249 | 0.4155 | 0.8309 | 0.8309 | 0 | 0.8309 | 0.0 | 0.8309 |
| 0.0016 | 4.29 | 17160 | 0.0255 | 0.4093 | 0.8186 | 0.8186 | 0 | 0.8186 | 0.0 | 0.8186 |
| 0.0064 | 4.29 | 17180 | 0.0261 | 0.3956 | 0.7912 | 0.7912 | 0 | 0.7912 | 0.0 | 0.7912 |
| 0.0093 | 4.3 | 17200 | 0.0252 | 0.4049 | 0.8098 | 0.8098 | 0 | 0.8098 | 0.0 | 0.8098 |
| 0.0117 | 4.3 | 17220 | 0.0250 | 0.4134 | 0.8269 | 0.8269 | 0 | 0.8269 | 0.0 | 0.8269 |
| 0.0208 | 4.31 | 17240 | 0.0252 | 0.4165 | 0.8330 | 0.8330 | 0 | 0.8330 | 0.0 | 0.8330 |
| 0.0036 | 4.32 | 17260 | 0.0256 | 0.4125 | 0.8251 | 0.8251 | 0 | 0.8251 | 0.0 | 0.8251 |
| 0.0075 | 4.32 | 17280 | 0.0251 | 0.4170 | 0.8340 | 0.8340 | 0 | 0.8340 | 0.0 | 0.8340 |
| 0.0058 | 4.33 | 17300 | 0.0259 | 0.4113 | 0.8226 | 0.8226 | 0 | 0.8226 | 0.0 | 0.8226 |
| 0.0118 | 4.33 | 17320 | 0.0259 | 0.4096 | 0.8191 | 0.8191 | 0 | 0.8191 | 0.0 | 0.8191 |
| 0.0224 | 4.33 | 17340 | 0.0260 | 0.4044 | 0.8088 | 0.8088 | 0 | 0.8088 | 0.0 | 0.8088 |
| 0.0102 | 4.34 | 17360 | 0.0255 | 0.4100 | 0.8200 | 0.8200 | 0 | 0.8200 | 0.0 | 0.8200 |
| 0.0075 | 4.34 | 17380 | 0.0249 | 0.4134 | 0.8267 | 0.8267 | 0 | 0.8267 | 0.0 | 0.8267 |
| 0.0138 | 4.35 | 17400 | 0.0251 | 0.4082 | 0.8164 | 0.8164 | 0 | 0.8164 | 0.0 | 0.8164 |
| 0.009 | 4.36 | 17420 | 0.0255 | 0.4078 | 0.8156 | 0.8156 | 0 | 0.8156 | 0.0 | 0.8156 |
| 0.0087 | 4.36 | 17440 | 0.0255 | 0.4140 | 0.8279 | 0.8279 | 0 | 0.8279 | 0.0 | 0.8279 |
| 0.0144 | 4.37 | 17460 | 0.0258 | 0.4192 | 0.8384 | 0.8384 | 0 | 0.8384 | 0.0 | 0.8384 |
| 0.0208 | 4.37 | 17480 | 0.0266 | 0.4066 | 0.8131 | 0.8131 | 0 | 0.8131 | 0.0 | 0.8131 |
| 0.0163 | 4.38 | 17500 | 0.0259 | 0.4074 | 0.8149 | 0.8149 | 0 | 0.8149 | 0.0 | 0.8149 |
| 0.0129 | 4.38 | 17520 | 0.0256 | 0.4082 | 0.8163 | 0.8163 | 0 | 0.8163 | 0.0 | 0.8163 |
| 0.0068 | 4.38 | 17540 | 0.0260 | 0.4123 | 0.8246 | 0.8246 | 0 | 0.8246 | 0.0 | 0.8246 |
| 0.0043 | 4.39 | 17560 | 0.0260 | 0.4104 | 0.8209 | 0.8209 | 0 | 0.8209 | 0.0 | 0.8209 |
| 0.0002 | 4.39 | 17580 | 0.0268 | 0.4039 | 0.8078 | 0.8078 | 0 | 0.8078 | 0.0 | 0.8078 |
| 0.0112 | 4.4 | 17600 | 0.0259 | 0.4037 | 0.8074 | 0.8074 | 0 | 0.8074 | 0.0 | 0.8074 |
| 0.0099 | 4.41 | 17620 | 0.0262 | 0.4153 | 0.8306 | 0.8306 | 0 | 0.8306 | 0.0 | 0.8306 |
| 0.0015 | 4.41 | 17640 | 0.0265 | 0.4195 | 0.8391 | 0.8391 | 0 | 0.8391 | 0.0 | 0.8391 |
| 0.0111 | 4.42 | 17660 | 0.0262 | 0.4091 | 0.8183 | 0.8183 | 0 | 0.8183 | 0.0 | 0.8183 |
| 0.0173 | 4.42 | 17680 | 0.0269 | 0.4160 | 0.8320 | 0.8320 | 0 | 0.8320 | 0.0 | 0.8320 |
| 0.0084 | 4.42 | 17700 | 0.0272 | 0.4106 | 0.8212 | 0.8212 | 0 | 0.8212 | 0.0 | 0.8212 |
| 0.0057 | 4.43 | 17720 | 0.0256 | 0.4071 | 0.8142 | 0.8142 | 0 | 0.8142 | 0.0 | 0.8142 |
| 0.001 | 4.43 | 17740 | 0.0270 | 0.4036 | 0.8072 | 0.8072 | 0 | 0.8072 | 0.0 | 0.8072 |
| 0.04 | 4.44 | 17760 | 0.0261 | 0.4035 | 0.8069 | 0.8069 | 0 | 0.8069 | 0.0 | 0.8069 |
| 0.0037 | 4.45 | 17780 | 0.0276 | 0.4026 | 0.8051 | 0.8051 | 0 | 0.8051 | 0.0 | 0.8051 |
| 0.0019 | 4.45 | 17800 | 0.0266 | 0.4108 | 0.8215 | 0.8215 | 0 | 0.8215 | 0.0 | 0.8215 |
| 0.0068 | 4.46 | 17820 | 0.0268 | 0.4069 | 0.8139 | 0.8139 | 0 | 0.8139 | 0.0 | 0.8139 |
| 0.0075 | 4.46 | 17840 | 0.0263 | 0.4088 | 0.8177 | 0.8177 | 0 | 0.8177 | 0.0 | 0.8177 |
| 0.0128 | 4.46 | 17860 | 0.0268 | 0.4068 | 0.8137 | 0.8137 | 0 | 0.8137 | 0.0 | 0.8137 |
| 0.0031 | 4.47 | 17880 | 0.0260 | 0.4149 | 0.8299 | 0.8299 | 0 | 0.8299 | 0.0 | 0.8299 |
| 0.0043 | 4.47 | 17900 | 0.0262 | 0.4153 | 0.8307 | 0.8307 | 0 | 0.8307 | 0.0 | 0.8307 |
| 0.0002 | 4.48 | 17920 | 0.0262 | 0.4141 | 0.8283 | 0.8283 | 0 | 0.8283 | 0.0 | 0.8283 |
| 0.0236 | 4.49 | 17940 | 0.0264 | 0.4117 | 0.8233 | 0.8233 | 0 | 0.8233 | 0.0 | 0.8233 |
| 0.0038 | 4.49 | 17960 | 0.0257 | 0.4059 | 0.8117 | 0.8117 | 0 | 0.8117 | 0.0 | 0.8117 |
| 0.0055 | 4.5 | 17980 | 0.0272 | 0.3980 | 0.7960 | 0.7960 | 0 | 0.7960 | 0.0 | 0.7960 |
| 0.0103 | 4.5 | 18000 | 0.0272 | 0.3974 | 0.7947 | 0.7947 | 0 | 0.7947 | 0.0 | 0.7947 |
| 0.0069 | 4.5 | 18020 | 0.0274 | 0.3931 | 0.7863 | 0.7863 | 0 | 0.7863 | 0.0 | 0.7863 |
| 0.0061 | 4.51 | 18040 | 0.0269 | 0.4071 | 0.8143 | 0.8143 | 0 | 0.8143 | 0.0 | 0.8143 |
| 0.0121 | 4.51 | 18060 | 0.0264 | 0.4122 | 0.8245 | 0.8245 | 0 | 0.8245 | 0.0 | 0.8245 |
| 0.0103 | 4.52 | 18080 | 0.0258 | 0.4149 | 0.8298 | 0.8298 | 0 | 0.8298 | 0.0 | 0.8298 |
| 0.0076 | 4.53 | 18100 | 0.0267 | 0.4065 | 0.8130 | 0.8130 | 0 | 0.8130 | 0.0 | 0.8130 |
| 0.0204 | 4.53 | 18120 | 0.0269 | 0.4011 | 0.8022 | 0.8022 | 0 | 0.8022 | 0.0 | 0.8022 |
| 0.0143 | 4.54 | 18140 | 0.0264 | 0.3992 | 0.7984 | 0.7984 | 0 | 0.7984 | 0.0 | 0.7984 |
| 0.0179 | 4.54 | 18160 | 0.0260 | 0.4055 | 0.8111 | 0.8111 | 0 | 0.8111 | 0.0 | 0.8111 |
| 0.0141 | 4.54 | 18180 | 0.0264 | 0.4085 | 0.8170 | 0.8170 | 0 | 0.8170 | 0.0 | 0.8170 |
| 0.0237 | 4.55 | 18200 | 0.0268 | 0.4106 | 0.8213 | 0.8213 | 0 | 0.8213 | 0.0 | 0.8213 |
| 0.0101 | 4.55 | 18220 | 0.0271 | 0.4124 | 0.8249 | 0.8249 | 0 | 0.8249 | 0.0 | 0.8249 |
| 0.0024 | 4.56 | 18240 | 0.0258 | 0.4141 | 0.8282 | 0.8282 | 0 | 0.8282 | 0.0 | 0.8282 |
| 0.0103 | 4.56 | 18260 | 0.0268 | 0.4127 | 0.8254 | 0.8254 | 0 | 0.8254 | 0.0 | 0.8254 |
| 0.0273 | 4.57 | 18280 | 0.0264 | 0.4089 | 0.8178 | 0.8178 | 0 | 0.8178 | 0.0 | 0.8178 |
| 0.0073 | 4.58 | 18300 | 0.0257 | 0.4076 | 0.8152 | 0.8152 | 0 | 0.8152 | 0.0 | 0.8152 |
| 0.0112 | 4.58 | 18320 | 0.0264 | 0.4086 | 0.8172 | 0.8172 | 0 | 0.8172 | 0.0 | 0.8172 |
| 0.0118 | 4.58 | 18340 | 0.0262 | 0.4106 | 0.8213 | 0.8213 | 0 | 0.8213 | 0.0 | 0.8213 |
| 0.0147 | 4.59 | 18360 | 0.0262 | 0.4101 | 0.8203 | 0.8203 | 0 | 0.8203 | 0.0 | 0.8203 |
| 0.0145 | 4.59 | 18380 | 0.0270 | 0.4059 | 0.8119 | 0.8119 | 0 | 0.8119 | 0.0 | 0.8119 |
| 0.0129 | 4.6 | 18400 | 0.0276 | 0.4015 | 0.8030 | 0.8030 | 0 | 0.8030 | 0.0 | 0.8030 |
| 0.0098 | 4.61 | 18420 | 0.0281 | 0.4006 | 0.8013 | 0.8013 | 0 | 0.8013 | 0.0 | 0.8013 |
| 0.0111 | 4.61 | 18440 | 0.0278 | 0.4058 | 0.8116 | 0.8116 | 0 | 0.8116 | 0.0 | 0.8116 |
| 0.0083 | 4.62 | 18460 | 0.0267 | 0.4108 | 0.8215 | 0.8215 | 0 | 0.8215 | 0.0 | 0.8215 |
| 0.0129 | 4.62 | 18480 | 0.0272 | 0.4145 | 0.8290 | 0.8290 | 0 | 0.8290 | 0.0 | 0.8290 |
| 0.0113 | 4.62 | 18500 | 0.0268 | 0.4147 | 0.8294 | 0.8294 | 0 | 0.8294 | 0.0 | 0.8294 |
| 0.0007 | 4.63 | 18520 | 0.0272 | 0.4112 | 0.8223 | 0.8223 | 0 | 0.8223 | 0.0 | 0.8223 |
| 0.003 | 4.63 | 18540 | 0.0261 | 0.4128 | 0.8257 | 0.8257 | 0 | 0.8257 | 0.0 | 0.8257 |
| 0.0142 | 4.64 | 18560 | 0.0264 | 0.4087 | 0.8174 | 0.8174 | 0 | 0.8174 | 0.0 | 0.8174 |
| 0.0158 | 4.64 | 18580 | 0.0266 | 0.4053 | 0.8105 | 0.8105 | 0 | 0.8105 | 0.0 | 0.8105 |
| 0.0367 | 4.65 | 18600 | 0.0259 | 0.4124 | 0.8248 | 0.8248 | 0 | 0.8248 | 0.0 | 0.8248 |
| 0.0084 | 4.66 | 18620 | 0.0257 | 0.4147 | 0.8295 | 0.8295 | 0 | 0.8295 | 0.0 | 0.8295 |
| 0.0124 | 4.66 | 18640 | 0.0264 | 0.4126 | 0.8252 | 0.8252 | 0 | 0.8252 | 0.0 | 0.8252 |
| 0.004 | 4.67 | 18660 | 0.0268 | 0.4182 | 0.8364 | 0.8364 | 0 | 0.8364 | 0.0 | 0.8364 |
| 0.0027 | 4.67 | 18680 | 0.0275 | 0.4120 | 0.8241 | 0.8241 | 0 | 0.8241 | 0.0 | 0.8241 |
| 0.0031 | 4.67 | 18700 | 0.0268 | 0.4097 | 0.8194 | 0.8194 | 0 | 0.8194 | 0.0 | 0.8194 |
| 0.0264 | 4.68 | 18720 | 0.0282 | 0.4061 | 0.8123 | 0.8123 | 0 | 0.8123 | 0.0 | 0.8123 |
| 0.0061 | 4.69 | 18740 | 0.0274 | 0.4049 | 0.8098 | 0.8098 | 0 | 0.8098 | 0.0 | 0.8098 |
| 0.0041 | 4.69 | 18760 | 0.0274 | 0.4026 | 0.8052 | 0.8052 | 0 | 0.8052 | 0.0 | 0.8052 |
| 0.0053 | 4.7 | 18780 | 0.0271 | 0.4041 | 0.8083 | 0.8083 | 0 | 0.8083 | 0.0 | 0.8083 |
| 0.0231 | 4.7 | 18800 | 0.0268 | 0.4048 | 0.8097 | 0.8097 | 0 | 0.8097 | 0.0 | 0.8097 |
| 0.0092 | 4.71 | 18820 | 0.0261 | 0.4075 | 0.8150 | 0.8150 | 0 | 0.8150 | 0.0 | 0.8150 |
| 0.0483 | 4.71 | 18840 | 0.0259 | 0.4070 | 0.8139 | 0.8139 | 0 | 0.8139 | 0.0 | 0.8139 |
| 0.0026 | 4.71 | 18860 | 0.0267 | 0.4029 | 0.8057 | 0.8057 | 0 | 0.8057 | 0.0 | 0.8057 |
| 0.0108 | 4.72 | 18880 | 0.0256 | 0.4047 | 0.8094 | 0.8094 | 0 | 0.8094 | 0.0 | 0.8094 |
| 0.0016 | 4.72 | 18900 | 0.0257 | 0.4072 | 0.8144 | 0.8144 | 0 | 0.8144 | 0.0 | 0.8144 |
| 1.1807 | 4.73 | 18920 | 0.0264 | 0.3997 | 0.7993 | 0.7993 | 0 | 0.7993 | 0.0 | 0.7993 |
| 0.0085 | 4.74 | 18940 | 0.0267 | 0.4035 | 0.8069 | 0.8069 | 0 | 0.8069 | 0.0 | 0.8069 |
| 0.0052 | 4.74 | 18960 | 0.0265 | 0.4104 | 0.8209 | 0.8209 | 0 | 0.8209 | 0.0 | 0.8209 |
| 0.0206 | 4.75 | 18980 | 0.0262 | 0.4062 | 0.8124 | 0.8124 | 0 | 0.8124 | 0.0 | 0.8124 |
| 0.0103 | 4.75 | 19000 | 0.0265 | 0.4080 | 0.8161 | 0.8161 | 0 | 0.8161 | 0.0 | 0.8161 |
| 0.0197 | 4.75 | 19020 | 0.0271 | 0.4081 | 0.8162 | 0.8162 | 0 | 0.8162 | 0.0 | 0.8162 |
| 0.0043 | 4.76 | 19040 | 0.0269 | 0.4139 | 0.8278 | 0.8278 | 0 | 0.8278 | 0.0 | 0.8278 |
| 0.0098 | 4.76 | 19060 | 0.0268 | 0.4115 | 0.8231 | 0.8231 | 0 | 0.8231 | 0.0 | 0.8231 |
| 0.016 | 4.77 | 19080 | 0.0261 | 0.4127 | 0.8254 | 0.8254 | 0 | 0.8254 | 0.0 | 0.8254 |
| 0.0065 | 4.78 | 19100 | 0.0271 | 0.4098 | 0.8195 | 0.8195 | 0 | 0.8195 | 0.0 | 0.8195 |
| 0.0084 | 4.78 | 19120 | 0.0260 | 0.4095 | 0.8190 | 0.8190 | 0 | 0.8190 | 0.0 | 0.8190 |
| 0.0035 | 4.79 | 19140 | 0.0266 | 0.4081 | 0.8161 | 0.8161 | 0 | 0.8161 | 0.0 | 0.8161 |
| 0.0126 | 4.79 | 19160 | 0.0268 | 0.4084 | 0.8167 | 0.8167 | 0 | 0.8167 | 0.0 | 0.8167 |
| 0.0015 | 4.79 | 19180 | 0.0273 | 0.4080 | 0.8159 | 0.8159 | 0 | 0.8159 | 0.0 | 0.8159 |
| 0.0127 | 4.8 | 19200 | 0.0281 | 0.4088 | 0.8176 | 0.8176 | 0 | 0.8176 | 0.0 | 0.8176 |
| 0.011 | 4.8 | 19220 | 0.0269 | 0.4117 | 0.8234 | 0.8234 | 0 | 0.8234 | 0.0 | 0.8234 |
| 0.0096 | 4.81 | 19240 | 0.0272 | 0.4088 | 0.8175 | 0.8175 | 0 | 0.8175 | 0.0 | 0.8175 |
| 0.0147 | 4.81 | 19260 | 0.0265 | 0.4065 | 0.8131 | 0.8131 | 0 | 0.8131 | 0.0 | 0.8131 |
| 0.0039 | 4.82 | 19280 | 0.0277 | 0.4038 | 0.8076 | 0.8076 | 0 | 0.8076 | 0.0 | 0.8076 |
| 0.0168 | 4.83 | 19300 | 0.0264 | 0.4058 | 0.8116 | 0.8116 | 0 | 0.8116 | 0.0 | 0.8116 |
| 0.0088 | 4.83 | 19320 | 0.0268 | 0.4082 | 0.8164 | 0.8164 | 0 | 0.8164 | 0.0 | 0.8164 |
| 0.01 | 4.83 | 19340 | 0.0256 | 0.4106 | 0.8212 | 0.8212 | 0 | 0.8212 | 0.0 | 0.8212 |
| 0.0089 | 4.84 | 19360 | 0.0256 | 0.4118 | 0.8237 | 0.8237 | 0 | 0.8237 | 0.0 | 0.8237 |
| 0.0102 | 4.84 | 19380 | 0.0261 | 0.4120 | 0.8239 | 0.8239 | 0 | 0.8239 | 0.0 | 0.8239 |
| 0.0107 | 4.85 | 19400 | 0.0254 | 0.4112 | 0.8225 | 0.8225 | 0 | 0.8225 | 0.0 | 0.8225 |
| 0.0134 | 4.86 | 19420 | 0.0257 | 0.4169 | 0.8338 | 0.8338 | 0 | 0.8338 | 0.0 | 0.8338 |
| 0.0084 | 4.86 | 19440 | 0.0259 | 0.4125 | 0.8250 | 0.8250 | 0 | 0.8250 | 0.0 | 0.8250 |
| 0.0116 | 4.87 | 19460 | 0.0273 | 0.4102 | 0.8203 | 0.8203 | 0 | 0.8203 | 0.0 | 0.8203 |
| 0.0172 | 4.87 | 19480 | 0.0260 | 0.4101 | 0.8201 | 0.8201 | 0 | 0.8201 | 0.0 | 0.8201 |
| 0.0221 | 4.88 | 19500 | 0.0254 | 0.4101 | 0.8202 | 0.8202 | 0 | 0.8202 | 0.0 | 0.8202 |
| 0.0071 | 4.88 | 19520 | 0.0264 | 0.4080 | 0.8160 | 0.8160 | 0 | 0.8160 | 0.0 | 0.8160 |
| 0.0146 | 4.88 | 19540 | 0.0260 | 0.4064 | 0.8127 | 0.8127 | 0 | 0.8127 | 0.0 | 0.8127 |
| 0.0057 | 4.89 | 19560 | 0.0254 | 0.4104 | 0.8208 | 0.8208 | 0 | 0.8208 | 0.0 | 0.8208 |
| 0.0065 | 4.89 | 19580 | 0.0259 | 0.4076 | 0.8153 | 0.8153 | 0 | 0.8153 | 0.0 | 0.8153 |
| 0.0122 | 4.9 | 19600 | 0.0260 | 0.4085 | 0.8171 | 0.8171 | 0 | 0.8171 | 0.0 | 0.8171 |
| 0.0135 | 4.91 | 19620 | 0.0257 | 0.4075 | 0.8150 | 0.8150 | 0 | 0.8150 | 0.0 | 0.8150 |
| 0.0038 | 4.91 | 19640 | 0.0260 | 0.4054 | 0.8108 | 0.8108 | 0 | 0.8108 | 0.0 | 0.8108 |
| 0.005 | 4.92 | 19660 | 0.0269 | 0.4054 | 0.8108 | 0.8108 | 0 | 0.8108 | 0.0 | 0.8108 |
| 0.0258 | 4.92 | 19680 | 0.0265 | 0.4075 | 0.8150 | 0.8150 | 0 | 0.8150 | 0.0 | 0.8150 |
| 0.011 | 4.92 | 19700 | 0.0264 | 0.4086 | 0.8173 | 0.8173 | 0 | 0.8173 | 0.0 | 0.8173 |
| 0.008 | 4.93 | 19720 | 0.0263 | 0.4106 | 0.8211 | 0.8211 | 0 | 0.8211 | 0.0 | 0.8211 |
| 0.0254 | 4.94 | 19740 | 0.0260 | 0.4093 | 0.8187 | 0.8187 | 0 | 0.8187 | 0.0 | 0.8187 |
| 0.0045 | 4.94 | 19760 | 0.0261 | 0.4086 | 0.8173 | 0.8173 | 0 | 0.8173 | 0.0 | 0.8173 |
| 0.0041 | 4.95 | 19780 | 0.0268 | 0.4099 | 0.8199 | 0.8199 | 0 | 0.8199 | 0.0 | 0.8199 |
| 0.0069 | 4.95 | 19800 | 0.0265 | 0.4102 | 0.8205 | 0.8205 | 0 | 0.8205 | 0.0 | 0.8205 |
| 0.0153 | 4.96 | 19820 | 0.0267 | 0.4093 | 0.8186 | 0.8186 | 0 | 0.8186 | 0.0 | 0.8186 |
| 0.0177 | 4.96 | 19840 | 0.0274 | 0.4059 | 0.8118 | 0.8118 | 0 | 0.8118 | 0.0 | 0.8118 |
| 0.0072 | 4.96 | 19860 | 0.0272 | 0.4075 | 0.8150 | 0.8150 | 0 | 0.8150 | 0.0 | 0.8150 |
| 0.0077 | 4.97 | 19880 | 0.0251 | 0.4139 | 0.8278 | 0.8278 | 0 | 0.8278 | 0.0 | 0.8278 |
| 0.015 | 4.97 | 19900 | 0.0266 | 0.4084 | 0.8169 | 0.8169 | 0 | 0.8169 | 0.0 | 0.8169 |
| 0.035 | 4.98 | 19920 | 0.0262 | 0.4069 | 0.8138 | 0.8138 | 0 | 0.8138 | 0.0 | 0.8138 |
| 0.016 | 4.99 | 19940 | 0.0269 | 0.4087 | 0.8173 | 0.8173 | 0 | 0.8173 | 0.0 | 0.8173 |
| 0.0277 | 4.99 | 19960 | 0.0256 | 0.4056 | 0.8113 | 0.8113 | 0 | 0.8113 | 0.0 | 0.8113 |
| 0.013 | 5.0 | 19980 | 0.0275 | 0.4039 | 0.8078 | 0.8078 | 0 | 0.8078 | 0.0 | 0.8078 |
| 0.0229 | 5.0 | 20000 | 0.0260 | 0.4072 | 0.8144 | 0.8144 | 0 | 0.8144 | 0.0 | 0.8144 |
### Framework versions
- Transformers 4.35.2
- Pytorch 2.1.1
- Datasets 2.15.0
- Tokenizers 0.15.0
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