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---
library_name: peft
license: llama3.1
base_model: meta-llama/Llama-3.1-8B-Instruct
tags:
- generated_from_trainer
model-index:
- name: prm800k_llama_lora
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. -->
# prm800k_llama_lora
This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3540
- Prm accuracy: 0.8302
- Prm precision: 0.8916
- Prm recall: 0.8916
- Prm specificty: 0.6087
- Prm npv: 0.6087
- Prm f1: 0.8916
- Prm f1 neg: 0.6087
- Prm f1 auc: 0.7501
- Prm f1 auc (fixed): 0.8591
## 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: 4
- eval_batch_size: 4
- seed: 908932403
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 8
- total_train_batch_size: 128
- total_eval_batch_size: 16
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
### Training results
| Training Loss | Epoch | Step | Validation Loss | Prm accuracy | Prm precision | Prm recall | Prm specificty | Prm npv | Prm f1 | Prm f1 neg | Prm f1 auc | Prm f1 auc (fixed) |
|:-------------:|:------:|:----:|:---------------:|:------------:|:-------------:|:----------:|:--------------:|:-------:|:------:|:----------:|:----------:|:------------------:|
| No log | 0 | 0 | 2.4157 | 0.2170 | 0.0 | 0.0 | 1.0 | 0.2170 | 0.0 | 0.3566 | 0.5 | 0.5430 |
| 2.4009 | 0.0013 | 5 | 2.4235 | 0.2170 | 0.0 | 0.0 | 1.0 | 0.2170 | 0.0 | 0.3566 | 0.5 | 0.5393 |
| 2.5266 | 0.0026 | 10 | 2.4073 | 0.2170 | 0.0 | 0.0 | 1.0 | 0.2170 | 0.0 | 0.3566 | 0.5 | 0.5393 |
| 2.0151 | 0.0039 | 15 | 2.3990 | 0.2170 | 0.0 | 0.0 | 1.0 | 0.2170 | 0.0 | 0.3566 | 0.5 | 0.5359 |
| 2.4581 | 0.0052 | 20 | 2.3501 | 0.2170 | 0.0 | 0.0 | 1.0 | 0.2170 | 0.0 | 0.3566 | 0.5 | 0.5424 |
| 2.3108 | 0.0064 | 25 | 2.2938 | 0.2170 | 0.0 | 0.0 | 1.0 | 0.2170 | 0.0 | 0.3566 | 0.5 | 0.5390 |
| 2.1209 | 0.0077 | 30 | 2.1731 | 0.2170 | 0.0 | 0.0 | 1.0 | 0.2170 | 0.0 | 0.3566 | 0.5 | 0.5367 |
| 1.8145 | 0.0090 | 35 | 1.9986 | 0.2264 | 1.0 | 0.0120 | 1.0 | 0.2190 | 0.0238 | 0.3594 | 0.5060 | 0.5440 |
| 1.5971 | 0.0103 | 40 | 1.7519 | 0.2264 | 0.6667 | 0.0241 | 0.9565 | 0.2136 | 0.0465 | 0.3492 | 0.4903 | 0.5498 |
| 1.4358 | 0.0116 | 45 | 1.4647 | 0.2547 | 0.8333 | 0.0602 | 0.9565 | 0.22 | 0.1124 | 0.3577 | 0.5084 | 0.5532 |
| 0.9679 | 0.0129 | 50 | 1.1529 | 0.3491 | 0.8182 | 0.2169 | 0.8261 | 0.2262 | 0.3429 | 0.3551 | 0.5215 | 0.5487 |
| 0.829 | 0.0142 | 55 | 0.9326 | 0.5 | 0.8 | 0.4819 | 0.5652 | 0.2321 | 0.6015 | 0.3291 | 0.5236 | 0.5581 |
| 0.685 | 0.0155 | 60 | 0.8295 | 0.6321 | 0.775 | 0.7470 | 0.2174 | 0.1923 | 0.7607 | 0.2041 | 0.4822 | 0.5781 |
| 0.788 | 0.0167 | 65 | 0.8297 | 0.7453 | 0.8043 | 0.8916 | 0.2174 | 0.3571 | 0.8457 | 0.2703 | 0.5545 | 0.5953 |
| 0.8833 | 0.0180 | 70 | 0.8278 | 0.7453 | 0.8043 | 0.8916 | 0.2174 | 0.3571 | 0.8457 | 0.2703 | 0.5545 | 0.6056 |
| 0.572 | 0.0193 | 75 | 0.8134 | 0.7264 | 0.8 | 0.8675 | 0.2174 | 0.3125 | 0.8324 | 0.2564 | 0.5424 | 0.6087 |
| 0.7944 | 0.0206 | 80 | 0.8001 | 0.7075 | 0.7955 | 0.8434 | 0.2174 | 0.2778 | 0.8187 | 0.2439 | 0.5304 | 0.6158 |
| 0.6463 | 0.0219 | 85 | 0.7959 | 0.6698 | 0.7857 | 0.7952 | 0.2174 | 0.2273 | 0.7904 | 0.2222 | 0.5063 | 0.6247 |
| 0.7532 | 0.0232 | 90 | 0.8023 | 0.6226 | 0.7722 | 0.7349 | 0.2174 | 0.1852 | 0.7531 | 0.2 | 0.4762 | 0.6210 |
| 0.6736 | 0.0245 | 95 | 0.7979 | 0.6321 | 0.775 | 0.7470 | 0.2174 | 0.1923 | 0.7607 | 0.2041 | 0.4822 | 0.6417 |
| 0.6483 | 0.0258 | 100 | 0.7804 | 0.6509 | 0.7805 | 0.7711 | 0.2174 | 0.2083 | 0.7758 | 0.2128 | 0.4942 | 0.6624 |
| 0.6556 | 0.0270 | 105 | 0.7592 | 0.7170 | 0.7978 | 0.8554 | 0.2174 | 0.2941 | 0.8256 | 0.25 | 0.5364 | 0.6888 |
| 0.6447 | 0.0283 | 110 | 0.7461 | 0.7358 | 0.8022 | 0.8795 | 0.2174 | 0.3333 | 0.8391 | 0.2632 | 0.5485 | 0.6967 |
| 0.614 | 0.0296 | 115 | 0.7341 | 0.7358 | 0.8022 | 0.8795 | 0.2174 | 0.3333 | 0.8391 | 0.2632 | 0.5485 | 0.7035 |
| 0.5475 | 0.0309 | 120 | 0.7189 | 0.7453 | 0.8043 | 0.8916 | 0.2174 | 0.3571 | 0.8457 | 0.2703 | 0.5545 | 0.7027 |
| 0.7325 | 0.0322 | 125 | 0.7076 | 0.7358 | 0.8022 | 0.8795 | 0.2174 | 0.3333 | 0.8391 | 0.2632 | 0.5485 | 0.6938 |
| 0.5243 | 0.0335 | 130 | 0.6997 | 0.7547 | 0.8202 | 0.8795 | 0.3043 | 0.4118 | 0.8488 | 0.35 | 0.5919 | 0.7014 |
| 0.5958 | 0.0348 | 135 | 0.6895 | 0.7736 | 0.8242 | 0.9036 | 0.3043 | 0.4667 | 0.8621 | 0.3684 | 0.6040 | 0.6723 |
| 0.604 | 0.0361 | 140 | 0.6690 | 0.7642 | 0.8152 | 0.9036 | 0.2609 | 0.4286 | 0.8571 | 0.3243 | 0.5822 | 0.6517 |
| 0.6005 | 0.0374 | 145 | 0.6517 | 0.7642 | 0.8152 | 0.9036 | 0.2609 | 0.4286 | 0.8571 | 0.3243 | 0.5822 | 0.6302 |
| 0.5303 | 0.0386 | 150 | 0.6472 | 0.7547 | 0.8132 | 0.8916 | 0.2609 | 0.4 | 0.8506 | 0.3158 | 0.5762 | 0.6179 |
| 0.5181 | 0.0399 | 155 | 0.6313 | 0.7453 | 0.8043 | 0.8916 | 0.2174 | 0.3571 | 0.8457 | 0.2703 | 0.5545 | 0.6108 |
| 0.5631 | 0.0412 | 160 | 0.6287 | 0.7547 | 0.8065 | 0.9036 | 0.2174 | 0.3846 | 0.8523 | 0.2778 | 0.5605 | 0.6228 |
| 0.5496 | 0.0425 | 165 | 0.6214 | 0.7547 | 0.8065 | 0.9036 | 0.2174 | 0.3846 | 0.8523 | 0.2778 | 0.5605 | 0.6401 |
| 0.5616 | 0.0438 | 170 | 0.6330 | 0.7547 | 0.8065 | 0.9036 | 0.2174 | 0.3846 | 0.8523 | 0.2778 | 0.5605 | 0.6522 |
| 0.5058 | 0.0451 | 175 | 0.6370 | 0.7547 | 0.8065 | 0.9036 | 0.2174 | 0.3846 | 0.8523 | 0.2778 | 0.5605 | 0.6634 |
| 0.5609 | 0.0464 | 180 | 0.6449 | 0.7642 | 0.8085 | 0.9157 | 0.2174 | 0.4167 | 0.8588 | 0.2857 | 0.5665 | 0.6757 |
| 0.4837 | 0.0477 | 185 | 0.6431 | 0.7453 | 0.8043 | 0.8916 | 0.2174 | 0.3571 | 0.8457 | 0.2703 | 0.5545 | 0.6535 |
| 0.5527 | 0.0489 | 190 | 0.6265 | 0.7453 | 0.8111 | 0.8795 | 0.2609 | 0.375 | 0.8439 | 0.3077 | 0.5702 | 0.6705 |
| 0.54 | 0.0502 | 195 | 0.5910 | 0.7642 | 0.8152 | 0.9036 | 0.2609 | 0.4286 | 0.8571 | 0.3243 | 0.5822 | 0.7087 |
| 0.4944 | 0.0515 | 200 | 0.5600 | 0.8019 | 0.8444 | 0.9157 | 0.3913 | 0.5625 | 0.8786 | 0.4615 | 0.6535 | 0.7331 |
| 0.4792 | 0.0528 | 205 | 0.5476 | 0.7830 | 0.8488 | 0.8795 | 0.4348 | 0.5 | 0.8639 | 0.4651 | 0.6572 | 0.7197 |
| 0.5199 | 0.0541 | 210 | 0.5378 | 0.7830 | 0.8409 | 0.8916 | 0.3913 | 0.5 | 0.8655 | 0.4390 | 0.6414 | 0.7216 |
| 0.4763 | 0.0554 | 215 | 0.5299 | 0.7736 | 0.8172 | 0.9157 | 0.2609 | 0.4615 | 0.8636 | 0.3333 | 0.5883 | 0.7239 |
| 0.5212 | 0.0567 | 220 | 0.5504 | 0.7830 | 0.8488 | 0.8795 | 0.4348 | 0.5 | 0.8639 | 0.4651 | 0.6572 | 0.6755 |
| 0.4763 | 0.0580 | 225 | 0.5637 | 0.7830 | 0.8488 | 0.8795 | 0.4348 | 0.5 | 0.8639 | 0.4651 | 0.6572 | 0.6621 |
| 0.6425 | 0.0592 | 230 | 0.5692 | 0.7736 | 0.8105 | 0.9277 | 0.2174 | 0.4545 | 0.8652 | 0.2941 | 0.5726 | 0.6716 |
| 0.5213 | 0.0605 | 235 | 0.5836 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.6485 |
| 0.504 | 0.0618 | 240 | 0.5588 | 0.7736 | 0.8242 | 0.9036 | 0.3043 | 0.4667 | 0.8621 | 0.3684 | 0.6040 | 0.6778 |
| 0.5271 | 0.0631 | 245 | 0.5464 | 0.7830 | 0.8409 | 0.8916 | 0.3913 | 0.5 | 0.8655 | 0.4390 | 0.6414 | 0.7009 |
| 0.5219 | 0.0644 | 250 | 0.5483 | 0.7736 | 0.8391 | 0.8795 | 0.3913 | 0.4737 | 0.8588 | 0.4286 | 0.6354 | 0.7438 |
| 0.5717 | 0.0657 | 255 | 0.5273 | 0.7925 | 0.8427 | 0.9036 | 0.3913 | 0.5294 | 0.8721 | 0.45 | 0.6475 | 0.7478 |
| 0.5392 | 0.0670 | 260 | 0.5170 | 0.8019 | 0.8690 | 0.8795 | 0.5217 | 0.5455 | 0.8743 | 0.5333 | 0.7006 | 0.7444 |
| 0.5028 | 0.0683 | 265 | 0.4966 | 0.7830 | 0.8333 | 0.9036 | 0.3478 | 0.5 | 0.8671 | 0.4103 | 0.6257 | 0.7446 |
| 0.4763 | 0.0695 | 270 | 0.5363 | 0.7925 | 0.8144 | 0.9518 | 0.2174 | 0.5556 | 0.8778 | 0.3125 | 0.5846 | 0.7313 |
| 0.4929 | 0.0708 | 275 | 0.5442 | 0.7830 | 0.8333 | 0.9036 | 0.3478 | 0.5 | 0.8671 | 0.4103 | 0.6257 | 0.6970 |
| 0.5158 | 0.0721 | 280 | 0.5272 | 0.7736 | 0.8242 | 0.9036 | 0.3043 | 0.4667 | 0.8621 | 0.3684 | 0.6040 | 0.7190 |
| 0.4469 | 0.0734 | 285 | 0.5224 | 0.8113 | 0.8387 | 0.9398 | 0.3478 | 0.6154 | 0.8864 | 0.4444 | 0.6438 | 0.7226 |
| 0.442 | 0.0747 | 290 | 0.5241 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.6996 |
| 0.5569 | 0.0760 | 295 | 0.4929 | 0.7736 | 0.8391 | 0.8795 | 0.3913 | 0.4737 | 0.8588 | 0.4286 | 0.6354 | 0.7135 |
| 0.4911 | 0.0773 | 300 | 0.4846 | 0.8113 | 0.8539 | 0.9157 | 0.4348 | 0.5882 | 0.8837 | 0.5 | 0.6752 | 0.7499 |
| 0.4711 | 0.0786 | 305 | 0.4754 | 0.8019 | 0.8523 | 0.9036 | 0.4348 | 0.5556 | 0.8772 | 0.4878 | 0.6692 | 0.7543 |
| 0.4469 | 0.0799 | 310 | 0.4631 | 0.8208 | 0.8636 | 0.9157 | 0.4783 | 0.6111 | 0.8889 | 0.5366 | 0.6970 | 0.7583 |
| 0.4409 | 0.0811 | 315 | 0.4648 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.7433 |
| 0.5074 | 0.0824 | 320 | 0.4780 | 0.7547 | 0.88 | 0.7952 | 0.6087 | 0.4516 | 0.8354 | 0.5185 | 0.7019 | 0.7357 |
| 0.4288 | 0.0837 | 325 | 0.4787 | 0.8019 | 0.8298 | 0.9398 | 0.3043 | 0.5833 | 0.8814 | 0.4 | 0.6221 | 0.7585 |
| 0.4149 | 0.0850 | 330 | 0.5108 | 0.7547 | 0.88 | 0.7952 | 0.6087 | 0.4516 | 0.8354 | 0.5185 | 0.7019 | 0.7064 |
| 0.5186 | 0.0863 | 335 | 0.4963 | 0.7925 | 0.8427 | 0.9036 | 0.3913 | 0.5294 | 0.8721 | 0.45 | 0.6475 | 0.7349 |
| 0.4884 | 0.0876 | 340 | 0.4913 | 0.8019 | 0.8444 | 0.9157 | 0.3913 | 0.5625 | 0.8786 | 0.4615 | 0.6535 | 0.7606 |
| 0.4785 | 0.0889 | 345 | 0.4828 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.7797 |
| 0.5305 | 0.0902 | 350 | 0.5011 | 0.7830 | 0.8191 | 0.9277 | 0.2609 | 0.5 | 0.8701 | 0.3429 | 0.5943 | 0.7787 |
| 0.4133 | 0.0914 | 355 | 0.4743 | 0.7830 | 0.8488 | 0.8795 | 0.4348 | 0.5 | 0.8639 | 0.4651 | 0.6572 | 0.7721 |
| 0.4719 | 0.0927 | 360 | 0.4702 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.7480 |
| 0.5332 | 0.0940 | 365 | 0.4979 | 0.7453 | 0.8415 | 0.8313 | 0.4348 | 0.4167 | 0.8364 | 0.4255 | 0.6331 | 0.6920 |
| 0.5659 | 0.0953 | 370 | 0.5328 | 0.7830 | 0.8191 | 0.9277 | 0.2609 | 0.5 | 0.8701 | 0.3429 | 0.5943 | 0.6700 |
| 0.4962 | 0.0966 | 375 | 0.5311 | 0.7358 | 0.8090 | 0.8675 | 0.2609 | 0.3529 | 0.8372 | 0.3 | 0.5642 | 0.6747 |
| 0.4273 | 0.0979 | 380 | 0.5048 | 0.7642 | 0.8372 | 0.8675 | 0.3913 | 0.45 | 0.8521 | 0.4186 | 0.6294 | 0.7103 |
| 0.4519 | 0.0992 | 385 | 0.4947 | 0.7453 | 0.8590 | 0.8072 | 0.5217 | 0.4286 | 0.8323 | 0.4706 | 0.6645 | 0.7234 |
| 0.4657 | 0.1005 | 390 | 0.5115 | 0.7736 | 0.8242 | 0.9036 | 0.3043 | 0.4667 | 0.8621 | 0.3684 | 0.6040 | 0.7342 |
| 0.4604 | 0.1017 | 395 | 0.4977 | 0.7642 | 0.8295 | 0.8795 | 0.3478 | 0.4444 | 0.8538 | 0.3902 | 0.6137 | 0.7221 |
| 0.458 | 0.1030 | 400 | 0.5031 | 0.7642 | 0.8295 | 0.8795 | 0.3478 | 0.4444 | 0.8538 | 0.3902 | 0.6137 | 0.7292 |
| 0.4448 | 0.1043 | 405 | 0.5149 | 0.7358 | 0.8022 | 0.8795 | 0.2174 | 0.3333 | 0.8391 | 0.2632 | 0.5485 | 0.7239 |
| 0.4571 | 0.1056 | 410 | 0.4838 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.7328 |
| 0.4832 | 0.1069 | 415 | 0.4801 | 0.7642 | 0.8625 | 0.8313 | 0.5217 | 0.4615 | 0.8466 | 0.4898 | 0.6765 | 0.7294 |
| 0.5612 | 0.1082 | 420 | 0.5131 | 0.7358 | 0.8022 | 0.8795 | 0.2174 | 0.3333 | 0.8391 | 0.2632 | 0.5485 | 0.7216 |
| 0.4264 | 0.1095 | 425 | 0.5328 | 0.7358 | 0.8022 | 0.8795 | 0.2174 | 0.3333 | 0.8391 | 0.2632 | 0.5485 | 0.6925 |
| 0.441 | 0.1108 | 430 | 0.4915 | 0.7453 | 0.8182 | 0.8675 | 0.3043 | 0.3889 | 0.8421 | 0.3415 | 0.5859 | 0.7373 |
| 0.3997 | 0.1121 | 435 | 0.4514 | 0.7547 | 0.88 | 0.7952 | 0.6087 | 0.4516 | 0.8354 | 0.5185 | 0.7019 | 0.7601 |
| 0.4548 | 0.1133 | 440 | 0.4647 | 0.7925 | 0.8427 | 0.9036 | 0.3913 | 0.5294 | 0.8721 | 0.45 | 0.6475 | 0.7514 |
| 0.3989 | 0.1146 | 445 | 0.4991 | 0.7547 | 0.8701 | 0.8072 | 0.5652 | 0.4483 | 0.8375 | 0.5 | 0.6862 | 0.7195 |
| 0.4498 | 0.1159 | 450 | 0.5715 | 0.7453 | 0.7917 | 0.9157 | 0.1304 | 0.3 | 0.8492 | 0.1818 | 0.5230 | 0.6991 |
| 0.4628 | 0.1172 | 455 | 0.5284 | 0.7075 | 0.825 | 0.7952 | 0.3913 | 0.3462 | 0.8098 | 0.3673 | 0.5932 | 0.6983 |
| 0.4656 | 0.1185 | 460 | 0.5186 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.7095 |
| 0.3791 | 0.1198 | 465 | 0.5412 | 0.7358 | 0.8313 | 0.8313 | 0.3913 | 0.3913 | 0.8313 | 0.3913 | 0.6113 | 0.6991 |
| 0.4898 | 0.1211 | 470 | 0.5570 | 0.7358 | 0.8161 | 0.8554 | 0.3043 | 0.3684 | 0.8353 | 0.3333 | 0.5799 | 0.6909 |
| 0.4471 | 0.1224 | 475 | 0.5405 | 0.6981 | 0.84 | 0.7590 | 0.4783 | 0.3548 | 0.7975 | 0.4074 | 0.6186 | 0.7074 |
| 0.5246 | 0.1236 | 480 | 0.5254 | 0.7830 | 0.8261 | 0.9157 | 0.3043 | 0.5 | 0.8686 | 0.3784 | 0.6100 | 0.7433 |
| 0.4501 | 0.1249 | 485 | 0.5288 | 0.6981 | 0.8923 | 0.6988 | 0.6957 | 0.3902 | 0.7838 | 0.5 | 0.6972 | 0.7336 |
| 0.4237 | 0.1262 | 490 | 0.5185 | 0.7736 | 0.8315 | 0.8916 | 0.3478 | 0.4706 | 0.8605 | 0.4 | 0.6197 | 0.7609 |
| 0.4367 | 0.1275 | 495 | 0.4814 | 0.7453 | 0.8333 | 0.8434 | 0.3913 | 0.4091 | 0.8383 | 0.4 | 0.6173 | 0.7823 |
| 0.3926 | 0.1288 | 500 | 0.4642 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.7952 |
| 0.344 | 0.1301 | 505 | 0.4420 | 0.7642 | 0.8372 | 0.8675 | 0.3913 | 0.45 | 0.8521 | 0.4186 | 0.6294 | 0.8190 |
| 0.3827 | 0.1314 | 510 | 0.4430 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.8253 |
| 0.3807 | 0.1327 | 515 | 0.4542 | 0.7642 | 0.8295 | 0.8795 | 0.3478 | 0.4444 | 0.8538 | 0.3902 | 0.6137 | 0.8015 |
| 0.5246 | 0.1339 | 520 | 0.4806 | 0.7736 | 0.8831 | 0.8193 | 0.6087 | 0.4828 | 0.85 | 0.5385 | 0.7140 | 0.7669 |
| 0.4434 | 0.1352 | 525 | 0.4828 | 0.7830 | 0.8333 | 0.9036 | 0.3478 | 0.5 | 0.8671 | 0.4103 | 0.6257 | 0.7666 |
| 0.3989 | 0.1365 | 530 | 0.4585 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.7766 |
| 0.4408 | 0.1378 | 535 | 0.4533 | 0.7547 | 0.8701 | 0.8072 | 0.5652 | 0.4483 | 0.8375 | 0.5 | 0.6862 | 0.7782 |
| 0.3557 | 0.1391 | 540 | 0.4631 | 0.7642 | 0.8295 | 0.8795 | 0.3478 | 0.4444 | 0.8538 | 0.3902 | 0.6137 | 0.7826 |
| 0.3758 | 0.1404 | 545 | 0.4650 | 0.7453 | 0.85 | 0.8193 | 0.4783 | 0.4231 | 0.8344 | 0.4490 | 0.6488 | 0.7719 |
| 0.4475 | 0.1417 | 550 | 0.4768 | 0.7547 | 0.8519 | 0.8313 | 0.4783 | 0.44 | 0.8415 | 0.4583 | 0.6548 | 0.7724 |
| 0.3971 | 0.1430 | 555 | 0.4771 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.7878 |
| 0.4098 | 0.1443 | 560 | 0.4998 | 0.7264 | 0.8553 | 0.7831 | 0.5217 | 0.4 | 0.8176 | 0.4528 | 0.6524 | 0.7624 |
| 0.4865 | 0.1455 | 565 | 0.5231 | 0.7830 | 0.8261 | 0.9157 | 0.3043 | 0.5 | 0.8686 | 0.3784 | 0.6100 | 0.7538 |
| 0.4767 | 0.1468 | 570 | 0.4585 | 0.7547 | 0.8276 | 0.8675 | 0.3478 | 0.4211 | 0.8471 | 0.3810 | 0.6076 | 0.7698 |
| 0.4739 | 0.1481 | 575 | 0.5025 | 0.7925 | 0.8280 | 0.9277 | 0.3043 | 0.5385 | 0.875 | 0.3889 | 0.6160 | 0.7858 |
| 0.5363 | 0.1494 | 580 | 0.4730 | 0.7358 | 0.8481 | 0.8072 | 0.4783 | 0.4074 | 0.8272 | 0.44 | 0.6427 | 0.7708 |
| 0.4341 | 0.1507 | 585 | 0.4846 | 0.7830 | 0.8409 | 0.8916 | 0.3913 | 0.5 | 0.8655 | 0.4390 | 0.6414 | 0.7724 |
| 0.4091 | 0.1520 | 590 | 0.4815 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.7632 |
| 0.3704 | 0.1533 | 595 | 0.4736 | 0.7453 | 0.8256 | 0.8554 | 0.3478 | 0.4 | 0.8402 | 0.3721 | 0.6016 | 0.7740 |
| 0.4109 | 0.1546 | 600 | 0.4608 | 0.7547 | 0.8519 | 0.8313 | 0.4783 | 0.44 | 0.8415 | 0.4583 | 0.6548 | 0.7766 |
| 0.4114 | 0.1558 | 605 | 0.4428 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.7837 |
| 0.4522 | 0.1571 | 610 | 0.4345 | 0.7925 | 0.8675 | 0.8675 | 0.5217 | 0.5217 | 0.8675 | 0.5217 | 0.6946 | 0.7949 |
| 0.5341 | 0.1584 | 615 | 0.4281 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8083 |
| 0.4034 | 0.1597 | 620 | 0.4388 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8169 |
| 0.3951 | 0.1610 | 625 | 0.4664 | 0.8019 | 0.8605 | 0.8916 | 0.4783 | 0.55 | 0.8757 | 0.5116 | 0.6849 | 0.8062 |
| 0.4886 | 0.1623 | 630 | 0.4884 | 0.7642 | 0.8718 | 0.8193 | 0.5652 | 0.4643 | 0.8447 | 0.5098 | 0.6922 | 0.7813 |
| 0.4867 | 0.1636 | 635 | 0.4793 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.7889 |
| 0.4164 | 0.1649 | 640 | 0.4797 | 0.7453 | 0.8684 | 0.7952 | 0.5652 | 0.4333 | 0.8302 | 0.4906 | 0.6802 | 0.7700 |
| 0.4099 | 0.1661 | 645 | 0.4887 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.7658 |
| 0.4509 | 0.1674 | 650 | 0.5013 | 0.7925 | 0.8675 | 0.8675 | 0.5217 | 0.5217 | 0.8675 | 0.5217 | 0.6946 | 0.7640 |
| 0.3568 | 0.1687 | 655 | 0.5083 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.7551 |
| 0.5132 | 0.1700 | 660 | 0.4917 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.7774 |
| 0.3973 | 0.1713 | 665 | 0.4424 | 0.7547 | 0.8904 | 0.7831 | 0.6522 | 0.4545 | 0.8333 | 0.5357 | 0.7177 | 0.7926 |
| 0.4523 | 0.1726 | 670 | 0.4118 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8104 |
| 0.4365 | 0.1739 | 675 | 0.4236 | 0.7830 | 0.875 | 0.8434 | 0.5652 | 0.5 | 0.8589 | 0.5306 | 0.7043 | 0.7952 |
| 0.4504 | 0.1752 | 680 | 0.4419 | 0.7830 | 0.875 | 0.8434 | 0.5652 | 0.5 | 0.8589 | 0.5306 | 0.7043 | 0.7852 |
| 0.4246 | 0.1764 | 685 | 0.4419 | 0.7642 | 0.8625 | 0.8313 | 0.5217 | 0.4615 | 0.8466 | 0.4898 | 0.6765 | 0.7920 |
| 0.4339 | 0.1777 | 690 | 0.4561 | 0.7547 | 0.88 | 0.7952 | 0.6087 | 0.4516 | 0.8354 | 0.5185 | 0.7019 | 0.7918 |
| 0.394 | 0.1790 | 695 | 0.4470 | 0.8019 | 0.8605 | 0.8916 | 0.4783 | 0.55 | 0.8757 | 0.5116 | 0.6849 | 0.8070 |
| 0.381 | 0.1803 | 700 | 0.4494 | 0.7453 | 0.8590 | 0.8072 | 0.5217 | 0.4286 | 0.8323 | 0.4706 | 0.6645 | 0.7986 |
| 0.3857 | 0.1816 | 705 | 0.4592 | 0.7453 | 0.85 | 0.8193 | 0.4783 | 0.4231 | 0.8344 | 0.4490 | 0.6488 | 0.7923 |
| 0.3716 | 0.1829 | 710 | 0.4837 | 0.7453 | 0.8590 | 0.8072 | 0.5217 | 0.4286 | 0.8323 | 0.4706 | 0.6645 | 0.7779 |
| 0.3865 | 0.1842 | 715 | 0.5035 | 0.7453 | 0.8590 | 0.8072 | 0.5217 | 0.4286 | 0.8323 | 0.4706 | 0.6645 | 0.7656 |
| 0.3837 | 0.1855 | 720 | 0.4703 | 0.7547 | 0.8519 | 0.8313 | 0.4783 | 0.44 | 0.8415 | 0.4583 | 0.6548 | 0.7748 |
| 0.4016 | 0.1868 | 725 | 0.4376 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.7797 |
| 0.4312 | 0.1880 | 730 | 0.4274 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.7889 |
| 0.5042 | 0.1893 | 735 | 0.4455 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.7876 |
| 0.4574 | 0.1906 | 740 | 0.4698 | 0.7547 | 0.8904 | 0.7831 | 0.6522 | 0.4545 | 0.8333 | 0.5357 | 0.7177 | 0.7729 |
| 0.4779 | 0.1919 | 745 | 0.4726 | 0.8113 | 0.8539 | 0.9157 | 0.4348 | 0.5882 | 0.8837 | 0.5 | 0.6752 | 0.7823 |
| 0.3554 | 0.1932 | 750 | 0.4508 | 0.7642 | 0.8625 | 0.8313 | 0.5217 | 0.4615 | 0.8466 | 0.4898 | 0.6765 | 0.7776 |
| 0.4379 | 0.1945 | 755 | 0.4885 | 0.8019 | 0.8605 | 0.8916 | 0.4783 | 0.55 | 0.8757 | 0.5116 | 0.6849 | 0.7693 |
| 0.3526 | 0.1958 | 760 | 0.4861 | 0.7642 | 0.8625 | 0.8313 | 0.5217 | 0.4615 | 0.8466 | 0.4898 | 0.6765 | 0.7690 |
| 0.4818 | 0.1971 | 765 | 0.4796 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.7763 |
| 0.4597 | 0.1983 | 770 | 0.4486 | 0.7547 | 0.8608 | 0.8193 | 0.5217 | 0.4444 | 0.8395 | 0.48 | 0.6705 | 0.7962 |
| 0.4611 | 0.1996 | 775 | 0.4166 | 0.7547 | 0.8701 | 0.8072 | 0.5652 | 0.4483 | 0.8375 | 0.5 | 0.6862 | 0.8193 |
| 0.4319 | 0.2009 | 780 | 0.4207 | 0.7642 | 0.8919 | 0.7952 | 0.6522 | 0.4688 | 0.8408 | 0.5455 | 0.7237 | 0.8101 |
| 0.4574 | 0.2022 | 785 | 0.4245 | 0.7642 | 0.8625 | 0.8313 | 0.5217 | 0.4615 | 0.8466 | 0.4898 | 0.6765 | 0.8033 |
| 0.3992 | 0.2035 | 790 | 0.4310 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.7996 |
| 0.3816 | 0.2048 | 795 | 0.4209 | 0.7642 | 0.8625 | 0.8313 | 0.5217 | 0.4615 | 0.8466 | 0.4898 | 0.6765 | 0.8072 |
| 0.3698 | 0.2061 | 800 | 0.4137 | 0.8113 | 0.8621 | 0.9036 | 0.4783 | 0.5789 | 0.8824 | 0.5238 | 0.6909 | 0.8169 |
| 0.4112 | 0.2074 | 805 | 0.4075 | 0.8208 | 0.8636 | 0.9157 | 0.4783 | 0.6111 | 0.8889 | 0.5366 | 0.6970 | 0.8112 |
| 0.3873 | 0.2086 | 810 | 0.4147 | 0.7925 | 0.8675 | 0.8675 | 0.5217 | 0.5217 | 0.8675 | 0.5217 | 0.6946 | 0.7994 |
| 0.4612 | 0.2099 | 815 | 0.4584 | 0.8113 | 0.8462 | 0.9277 | 0.3913 | 0.6 | 0.8851 | 0.4737 | 0.6595 | 0.7881 |
| 0.3998 | 0.2112 | 820 | 0.4671 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.7666 |
| 0.3847 | 0.2125 | 825 | 0.4634 | 0.8113 | 0.8387 | 0.9398 | 0.3478 | 0.6154 | 0.8864 | 0.4444 | 0.6438 | 0.7782 |
| 0.3735 | 0.2138 | 830 | 0.4028 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8033 |
| 0.4823 | 0.2151 | 835 | 0.4162 | 0.8019 | 0.8523 | 0.9036 | 0.4348 | 0.5556 | 0.8772 | 0.4878 | 0.6692 | 0.8130 |
| 0.4771 | 0.2164 | 840 | 0.4079 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8146 |
| 0.4077 | 0.2177 | 845 | 0.4452 | 0.7925 | 0.8352 | 0.9157 | 0.3478 | 0.5333 | 0.8736 | 0.4211 | 0.6317 | 0.8159 |
| 0.4245 | 0.2190 | 850 | 0.4314 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8198 |
| 0.4244 | 0.2202 | 855 | 0.4386 | 0.7453 | 0.8590 | 0.8072 | 0.5217 | 0.4286 | 0.8323 | 0.4706 | 0.6645 | 0.8169 |
| 0.3368 | 0.2215 | 860 | 0.4373 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8224 |
| 0.292 | 0.2228 | 865 | 0.4254 | 0.7642 | 0.8625 | 0.8313 | 0.5217 | 0.4615 | 0.8466 | 0.4898 | 0.6765 | 0.8235 |
| 0.342 | 0.2241 | 870 | 0.4334 | 0.8019 | 0.8523 | 0.9036 | 0.4348 | 0.5556 | 0.8772 | 0.4878 | 0.6692 | 0.8229 |
| 0.4661 | 0.2254 | 875 | 0.4076 | 0.7830 | 0.8409 | 0.8916 | 0.3913 | 0.5 | 0.8655 | 0.4390 | 0.6414 | 0.8292 |
| 0.3578 | 0.2267 | 880 | 0.3994 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8334 |
| 0.4143 | 0.2280 | 885 | 0.4111 | 0.8113 | 0.8462 | 0.9277 | 0.3913 | 0.6 | 0.8851 | 0.4737 | 0.6595 | 0.8491 |
| 0.3904 | 0.2293 | 890 | 0.3892 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8447 |
| 0.4471 | 0.2305 | 895 | 0.3915 | 0.7925 | 0.8961 | 0.8313 | 0.6522 | 0.5172 | 0.8625 | 0.5769 | 0.7417 | 0.8408 |
| 0.412 | 0.2318 | 900 | 0.4158 | 0.8019 | 0.8444 | 0.9157 | 0.3913 | 0.5625 | 0.8786 | 0.4615 | 0.6535 | 0.8397 |
| 0.5238 | 0.2331 | 905 | 0.4096 | 0.7830 | 0.9167 | 0.7952 | 0.7391 | 0.5 | 0.8516 | 0.5965 | 0.7672 | 0.8384 |
| 0.3761 | 0.2344 | 910 | 0.4104 | 0.7453 | 0.8590 | 0.8072 | 0.5217 | 0.4286 | 0.8323 | 0.4706 | 0.6645 | 0.8392 |
| 0.4671 | 0.2357 | 915 | 0.4444 | 0.8019 | 0.8444 | 0.9157 | 0.3913 | 0.5625 | 0.8786 | 0.4615 | 0.6535 | 0.8439 |
| 0.4352 | 0.2370 | 920 | 0.4179 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.8366 |
| 0.4063 | 0.2383 | 925 | 0.4154 | 0.7736 | 0.9155 | 0.7831 | 0.7391 | 0.4857 | 0.8442 | 0.5862 | 0.7611 | 0.8282 |
| 0.355 | 0.2396 | 930 | 0.4067 | 0.8019 | 0.8523 | 0.9036 | 0.4348 | 0.5556 | 0.8772 | 0.4878 | 0.6692 | 0.8481 |
| 0.4352 | 0.2408 | 935 | 0.3881 | 0.7642 | 0.8625 | 0.8313 | 0.5217 | 0.4615 | 0.8466 | 0.4898 | 0.6765 | 0.8442 |
| 0.379 | 0.2421 | 940 | 0.4038 | 0.8113 | 0.9315 | 0.8193 | 0.7826 | 0.5455 | 0.8718 | 0.6429 | 0.8009 | 0.8227 |
| 0.4019 | 0.2434 | 945 | 0.3979 | 0.7925 | 0.8506 | 0.8916 | 0.4348 | 0.5263 | 0.8706 | 0.4762 | 0.6632 | 0.8337 |
| 0.3983 | 0.2447 | 950 | 0.3962 | 0.7830 | 0.8488 | 0.8795 | 0.4348 | 0.5 | 0.8639 | 0.4651 | 0.6572 | 0.8379 |
| 0.4468 | 0.2460 | 955 | 0.4014 | 0.8113 | 0.9091 | 0.8434 | 0.6957 | 0.5517 | 0.875 | 0.6154 | 0.7695 | 0.8311 |
| 0.361 | 0.2473 | 960 | 0.4243 | 0.7736 | 0.8391 | 0.8795 | 0.3913 | 0.4737 | 0.8588 | 0.4286 | 0.6354 | 0.8248 |
| 0.3565 | 0.2486 | 965 | 0.4443 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8043 |
| 0.4603 | 0.2499 | 970 | 0.4249 | 0.7547 | 0.8608 | 0.8193 | 0.5217 | 0.4444 | 0.8395 | 0.48 | 0.6705 | 0.8054 |
| 0.3959 | 0.2512 | 975 | 0.4570 | 0.8113 | 0.8621 | 0.9036 | 0.4783 | 0.5789 | 0.8824 | 0.5238 | 0.6909 | 0.8106 |
| 0.4131 | 0.2524 | 980 | 0.4318 | 0.8208 | 0.8721 | 0.9036 | 0.5217 | 0.6 | 0.8876 | 0.5581 | 0.7127 | 0.8172 |
| 0.3772 | 0.2537 | 985 | 0.4033 | 0.8113 | 0.8987 | 0.8554 | 0.6522 | 0.5556 | 0.8765 | 0.6 | 0.7538 | 0.8237 |
| 0.3888 | 0.2550 | 990 | 0.3888 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8371 |
| 0.3518 | 0.2563 | 995 | 0.3721 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8447 |
| 0.4104 | 0.2576 | 1000 | 0.3877 | 0.7925 | 0.8506 | 0.8916 | 0.4348 | 0.5263 | 0.8706 | 0.4762 | 0.6632 | 0.8486 |
| 0.3987 | 0.2589 | 1005 | 0.3911 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8415 |
| 0.3778 | 0.2602 | 1010 | 0.4142 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8337 |
| 0.4218 | 0.2615 | 1015 | 0.4265 | 0.8302 | 0.8736 | 0.9157 | 0.5217 | 0.6316 | 0.8941 | 0.5714 | 0.7187 | 0.8313 |
| 0.4116 | 0.2627 | 1020 | 0.4490 | 0.7358 | 0.9104 | 0.7349 | 0.7391 | 0.4359 | 0.8133 | 0.5484 | 0.7370 | 0.8256 |
| 0.4359 | 0.2640 | 1025 | 0.4134 | 0.7925 | 0.8506 | 0.8916 | 0.4348 | 0.5263 | 0.8706 | 0.4762 | 0.6632 | 0.8452 |
| 0.4041 | 0.2653 | 1030 | 0.4296 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8334 |
| 0.4141 | 0.2666 | 1035 | 0.4092 | 0.8113 | 0.8987 | 0.8554 | 0.6522 | 0.5556 | 0.8765 | 0.6 | 0.7538 | 0.8308 |
| 0.3767 | 0.2679 | 1040 | 0.4064 | 0.8113 | 0.9091 | 0.8434 | 0.6957 | 0.5517 | 0.875 | 0.6154 | 0.7695 | 0.8214 |
| 0.3811 | 0.2692 | 1045 | 0.4086 | 0.8113 | 0.9091 | 0.8434 | 0.6957 | 0.5517 | 0.875 | 0.6154 | 0.7695 | 0.8169 |
| 0.4404 | 0.2705 | 1050 | 0.4231 | 0.7642 | 0.8372 | 0.8675 | 0.3913 | 0.45 | 0.8521 | 0.4186 | 0.6294 | 0.8208 |
| 0.4206 | 0.2718 | 1055 | 0.4222 | 0.7925 | 0.8675 | 0.8675 | 0.5217 | 0.5217 | 0.8675 | 0.5217 | 0.6946 | 0.8167 |
| 0.3921 | 0.2730 | 1060 | 0.4070 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8263 |
| 0.3616 | 0.2743 | 1065 | 0.4162 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8248 |
| 0.358 | 0.2756 | 1070 | 0.4480 | 0.8208 | 0.8636 | 0.9157 | 0.4783 | 0.6111 | 0.8889 | 0.5366 | 0.6970 | 0.8237 |
| 0.2987 | 0.2769 | 1075 | 0.4384 | 0.7736 | 0.8734 | 0.8313 | 0.5652 | 0.4815 | 0.8519 | 0.52 | 0.6983 | 0.8156 |
| 0.4008 | 0.2782 | 1080 | 0.4426 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8198 |
| 0.4441 | 0.2795 | 1085 | 0.4340 | 0.7736 | 0.8734 | 0.8313 | 0.5652 | 0.4815 | 0.8519 | 0.52 | 0.6983 | 0.8214 |
| 0.3899 | 0.2808 | 1090 | 0.4406 | 0.7547 | 0.8701 | 0.8072 | 0.5652 | 0.4483 | 0.8375 | 0.5 | 0.6862 | 0.8122 |
| 0.3172 | 0.2821 | 1095 | 0.4829 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.7858 |
| 0.4462 | 0.2833 | 1100 | 0.4707 | 0.7642 | 0.8718 | 0.8193 | 0.5652 | 0.4643 | 0.8447 | 0.5098 | 0.6922 | 0.7774 |
| 0.3315 | 0.2846 | 1105 | 0.4875 | 0.7547 | 0.8701 | 0.8072 | 0.5652 | 0.4483 | 0.8375 | 0.5 | 0.6862 | 0.7593 |
| 0.4892 | 0.2859 | 1110 | 0.5238 | 0.7830 | 0.8409 | 0.8916 | 0.3913 | 0.5 | 0.8655 | 0.4390 | 0.6414 | 0.7656 |
| 0.4169 | 0.2872 | 1115 | 0.4608 | 0.7830 | 0.8846 | 0.8313 | 0.6087 | 0.5 | 0.8571 | 0.5490 | 0.7200 | 0.7750 |
| 0.347 | 0.2885 | 1120 | 0.4545 | 0.7925 | 0.8506 | 0.8916 | 0.4348 | 0.5263 | 0.8706 | 0.4762 | 0.6632 | 0.8036 |
| 0.3848 | 0.2898 | 1125 | 0.4266 | 0.7830 | 0.875 | 0.8434 | 0.5652 | 0.5 | 0.8589 | 0.5306 | 0.7043 | 0.8085 |
| 0.4173 | 0.2911 | 1130 | 0.4346 | 0.7736 | 0.8831 | 0.8193 | 0.6087 | 0.4828 | 0.85 | 0.5385 | 0.7140 | 0.7999 |
| 0.3747 | 0.2924 | 1135 | 0.4613 | 0.7736 | 0.8471 | 0.8675 | 0.4348 | 0.4762 | 0.8571 | 0.4545 | 0.6511 | 0.8017 |
| 0.5242 | 0.2937 | 1140 | 0.4554 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.7899 |
| 0.3796 | 0.2949 | 1145 | 0.4587 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.7858 |
| 0.3644 | 0.2962 | 1150 | 0.4608 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.7968 |
| 0.3936 | 0.2975 | 1155 | 0.4399 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8020 |
| 0.3774 | 0.2988 | 1160 | 0.4374 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8138 |
| 0.4333 | 0.3001 | 1165 | 0.4271 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8151 |
| 0.4498 | 0.3014 | 1170 | 0.4472 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.7975 |
| 0.3936 | 0.3027 | 1175 | 0.4664 | 0.7925 | 0.8675 | 0.8675 | 0.5217 | 0.5217 | 0.8675 | 0.5217 | 0.6946 | 0.7829 |
| 0.3798 | 0.3040 | 1180 | 0.4907 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.7627 |
| 0.4169 | 0.3052 | 1185 | 0.4876 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.7706 |
| 0.4294 | 0.3065 | 1190 | 0.4575 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8072 |
| 0.3625 | 0.3078 | 1195 | 0.4498 | 0.7453 | 0.8590 | 0.8072 | 0.5217 | 0.4286 | 0.8323 | 0.4706 | 0.6645 | 0.8125 |
| 0.3863 | 0.3091 | 1200 | 0.4319 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8460 |
| 0.4764 | 0.3104 | 1205 | 0.4136 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8497 |
| 0.3798 | 0.3117 | 1210 | 0.4124 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8512 |
| 0.3026 | 0.3130 | 1215 | 0.4141 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8342 |
| 0.38 | 0.3143 | 1220 | 0.4173 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8256 |
| 0.3731 | 0.3155 | 1225 | 0.4500 | 0.7830 | 0.8488 | 0.8795 | 0.4348 | 0.5 | 0.8639 | 0.4651 | 0.6572 | 0.8258 |
| 0.3755 | 0.3168 | 1230 | 0.4236 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8177 |
| 0.3791 | 0.3181 | 1235 | 0.4267 | 0.7830 | 0.875 | 0.8434 | 0.5652 | 0.5 | 0.8589 | 0.5306 | 0.7043 | 0.8140 |
| 0.4087 | 0.3194 | 1240 | 0.4255 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8193 |
| 0.5201 | 0.3207 | 1245 | 0.4303 | 0.8019 | 0.8690 | 0.8795 | 0.5217 | 0.5455 | 0.8743 | 0.5333 | 0.7006 | 0.8235 |
| 0.3907 | 0.3220 | 1250 | 0.4235 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8219 |
| 0.3226 | 0.3233 | 1255 | 0.4202 | 0.8019 | 0.8690 | 0.8795 | 0.5217 | 0.5455 | 0.8743 | 0.5333 | 0.7006 | 0.8174 |
| 0.34 | 0.3246 | 1260 | 0.4215 | 0.8019 | 0.8690 | 0.8795 | 0.5217 | 0.5455 | 0.8743 | 0.5333 | 0.7006 | 0.8208 |
| 0.3891 | 0.3259 | 1265 | 0.4250 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.8292 |
| 0.3761 | 0.3271 | 1270 | 0.4116 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8290 |
| 0.4544 | 0.3284 | 1275 | 0.4151 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8318 |
| 0.3761 | 0.3297 | 1280 | 0.4114 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8389 |
| 0.3611 | 0.3310 | 1285 | 0.4419 | 0.8208 | 0.8636 | 0.9157 | 0.4783 | 0.6111 | 0.8889 | 0.5366 | 0.6970 | 0.8528 |
| 0.4307 | 0.3323 | 1290 | 0.3966 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.8546 |
| 0.4263 | 0.3336 | 1295 | 0.3983 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8426 |
| 0.3242 | 0.3349 | 1300 | 0.4088 | 0.8019 | 0.8605 | 0.8916 | 0.4783 | 0.55 | 0.8757 | 0.5116 | 0.6849 | 0.8332 |
| 0.3757 | 0.3362 | 1305 | 0.4293 | 0.8113 | 0.8621 | 0.9036 | 0.4783 | 0.5789 | 0.8824 | 0.5238 | 0.6909 | 0.8243 |
| 0.3201 | 0.3374 | 1310 | 0.4231 | 0.7547 | 0.8519 | 0.8313 | 0.4783 | 0.44 | 0.8415 | 0.4583 | 0.6548 | 0.8169 |
| 0.3659 | 0.3387 | 1315 | 0.4630 | 0.8208 | 0.8636 | 0.9157 | 0.4783 | 0.6111 | 0.8889 | 0.5366 | 0.6970 | 0.8324 |
| 0.3999 | 0.3400 | 1320 | 0.5026 | 0.8019 | 0.8444 | 0.9157 | 0.3913 | 0.5625 | 0.8786 | 0.4615 | 0.6535 | 0.8083 |
| 0.297 | 0.3413 | 1325 | 0.4608 | 0.7453 | 0.85 | 0.8193 | 0.4783 | 0.4231 | 0.8344 | 0.4490 | 0.6488 | 0.7999 |
| 0.4087 | 0.3426 | 1330 | 0.4827 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.8017 |
| 0.3424 | 0.3439 | 1335 | 0.4944 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8028 |
| 0.426 | 0.3452 | 1340 | 0.4860 | 0.8113 | 0.8621 | 0.9036 | 0.4783 | 0.5789 | 0.8824 | 0.5238 | 0.6909 | 0.8133 |
| 0.3118 | 0.3465 | 1345 | 0.4531 | 0.7736 | 0.8734 | 0.8313 | 0.5652 | 0.4815 | 0.8519 | 0.52 | 0.6983 | 0.8112 |
| 0.4092 | 0.3477 | 1350 | 0.4612 | 0.8208 | 0.8721 | 0.9036 | 0.5217 | 0.6 | 0.8876 | 0.5581 | 0.7127 | 0.8261 |
| 0.3813 | 0.3490 | 1355 | 0.4624 | 0.8208 | 0.8636 | 0.9157 | 0.4783 | 0.6111 | 0.8889 | 0.5366 | 0.6970 | 0.8318 |
| 0.4329 | 0.3503 | 1360 | 0.4280 | 0.7547 | 0.8608 | 0.8193 | 0.5217 | 0.4444 | 0.8395 | 0.48 | 0.6705 | 0.8345 |
| 0.2584 | 0.3516 | 1365 | 0.4220 | 0.7925 | 0.8506 | 0.8916 | 0.4348 | 0.5263 | 0.8706 | 0.4762 | 0.6632 | 0.8607 |
| 0.33 | 0.3529 | 1370 | 0.4182 | 0.8019 | 0.8523 | 0.9036 | 0.4348 | 0.5556 | 0.8772 | 0.4878 | 0.6692 | 0.8717 |
| 0.3917 | 0.3542 | 1375 | 0.3955 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8667 |
| 0.3191 | 0.3555 | 1380 | 0.3991 | 0.8113 | 0.8621 | 0.9036 | 0.4783 | 0.5789 | 0.8824 | 0.5238 | 0.6909 | 0.8635 |
| 0.3905 | 0.3568 | 1385 | 0.4050 | 0.8208 | 0.8636 | 0.9157 | 0.4783 | 0.6111 | 0.8889 | 0.5366 | 0.6970 | 0.8557 |
| 0.4571 | 0.3581 | 1390 | 0.4252 | 0.8302 | 0.8652 | 0.9277 | 0.4783 | 0.6471 | 0.8953 | 0.55 | 0.7030 | 0.8408 |
| 0.357 | 0.3593 | 1395 | 0.4189 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.8368 |
| 0.3419 | 0.3606 | 1400 | 0.4606 | 0.8208 | 0.8556 | 0.9277 | 0.4348 | 0.625 | 0.8902 | 0.5128 | 0.6812 | 0.8457 |
| 0.4007 | 0.3619 | 1405 | 0.4392 | 0.8208 | 0.8556 | 0.9277 | 0.4348 | 0.625 | 0.8902 | 0.5128 | 0.6812 | 0.8428 |
| 0.4297 | 0.3632 | 1410 | 0.4268 | 0.7925 | 0.8961 | 0.8313 | 0.6522 | 0.5172 | 0.8625 | 0.5769 | 0.7417 | 0.8368 |
| 0.4061 | 0.3645 | 1415 | 0.4755 | 0.8208 | 0.8556 | 0.9277 | 0.4348 | 0.625 | 0.8902 | 0.5128 | 0.6812 | 0.8428 |
| 0.5149 | 0.3658 | 1420 | 0.5147 | 0.8396 | 0.8587 | 0.9518 | 0.4348 | 0.7143 | 0.9029 | 0.5405 | 0.6933 | 0.8360 |
| 0.4419 | 0.3671 | 1425 | 0.4734 | 0.7642 | 0.8816 | 0.8072 | 0.6087 | 0.4667 | 0.8428 | 0.5283 | 0.7080 | 0.8148 |
| 0.3474 | 0.3684 | 1430 | 0.4946 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8138 |
| 0.4049 | 0.3696 | 1435 | 0.5312 | 0.8019 | 0.8523 | 0.9036 | 0.4348 | 0.5556 | 0.8772 | 0.4878 | 0.6692 | 0.8106 |
| 0.3409 | 0.3709 | 1440 | 0.4621 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8211 |
| 0.3742 | 0.3722 | 1445 | 0.4312 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8400 |
| 0.3255 | 0.3735 | 1450 | 0.4223 | 0.7925 | 0.8506 | 0.8916 | 0.4348 | 0.5263 | 0.8706 | 0.4762 | 0.6632 | 0.8494 |
| 0.3764 | 0.3748 | 1455 | 0.4137 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8465 |
| 0.3809 | 0.3761 | 1460 | 0.4233 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8444 |
| 0.3825 | 0.3774 | 1465 | 0.4442 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8324 |
| 0.4181 | 0.3787 | 1470 | 0.4406 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8274 |
| 0.3863 | 0.3799 | 1475 | 0.4323 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8161 |
| 0.387 | 0.3812 | 1480 | 0.4372 | 0.8019 | 0.8523 | 0.9036 | 0.4348 | 0.5556 | 0.8772 | 0.4878 | 0.6692 | 0.8313 |
| 0.3617 | 0.3825 | 1485 | 0.4503 | 0.8019 | 0.8523 | 0.9036 | 0.4348 | 0.5556 | 0.8772 | 0.4878 | 0.6692 | 0.8303 |
| 0.4169 | 0.3838 | 1490 | 0.4369 | 0.8019 | 0.8605 | 0.8916 | 0.4783 | 0.55 | 0.8757 | 0.5116 | 0.6849 | 0.8326 |
| 0.3732 | 0.3851 | 1495 | 0.4392 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8279 |
| 0.3829 | 0.3864 | 1500 | 0.4796 | 0.8019 | 0.8523 | 0.9036 | 0.4348 | 0.5556 | 0.8772 | 0.4878 | 0.6692 | 0.8350 |
| 0.3228 | 0.3877 | 1505 | 0.4526 | 0.8019 | 0.8605 | 0.8916 | 0.4783 | 0.55 | 0.8757 | 0.5116 | 0.6849 | 0.8292 |
| 0.351 | 0.3890 | 1510 | 0.4459 | 0.7925 | 0.8675 | 0.8675 | 0.5217 | 0.5217 | 0.8675 | 0.5217 | 0.6946 | 0.8295 |
| 0.3683 | 0.3903 | 1515 | 0.4733 | 0.7830 | 0.8488 | 0.8795 | 0.4348 | 0.5 | 0.8639 | 0.4651 | 0.6572 | 0.8274 |
| 0.4787 | 0.3915 | 1520 | 0.4440 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8305 |
| 0.3775 | 0.3928 | 1525 | 0.4260 | 0.7736 | 0.8734 | 0.8313 | 0.5652 | 0.4815 | 0.8519 | 0.52 | 0.6983 | 0.8316 |
| 0.3532 | 0.3941 | 1530 | 0.4392 | 0.7925 | 0.8506 | 0.8916 | 0.4348 | 0.5263 | 0.8706 | 0.4762 | 0.6632 | 0.8313 |
| 0.3849 | 0.3954 | 1535 | 0.4624 | 0.7925 | 0.8506 | 0.8916 | 0.4348 | 0.5263 | 0.8706 | 0.4762 | 0.6632 | 0.8195 |
| 0.3986 | 0.3967 | 1540 | 0.4473 | 0.7830 | 0.8488 | 0.8795 | 0.4348 | 0.5 | 0.8639 | 0.4651 | 0.6572 | 0.8130 |
| 0.3896 | 0.3980 | 1545 | 0.4312 | 0.7736 | 0.8734 | 0.8313 | 0.5652 | 0.4815 | 0.8519 | 0.52 | 0.6983 | 0.8054 |
| 0.3824 | 0.3993 | 1550 | 0.4411 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.8072 |
| 0.39 | 0.4006 | 1555 | 0.4585 | 0.7925 | 0.8675 | 0.8675 | 0.5217 | 0.5217 | 0.8675 | 0.5217 | 0.6946 | 0.7999 |
| 0.4307 | 0.4018 | 1560 | 0.4617 | 0.7736 | 0.8734 | 0.8313 | 0.5652 | 0.4815 | 0.8519 | 0.52 | 0.6983 | 0.7844 |
| 0.3549 | 0.4031 | 1565 | 0.4789 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.7732 |
| 0.4201 | 0.4044 | 1570 | 0.4882 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.7776 |
| 0.3323 | 0.4057 | 1575 | 0.4446 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8025 |
| 0.368 | 0.4070 | 1580 | 0.4269 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8104 |
| 0.3119 | 0.4083 | 1585 | 0.4284 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.8104 |
| 0.2785 | 0.4096 | 1590 | 0.4372 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8146 |
| 0.3695 | 0.4109 | 1595 | 0.4411 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.8138 |
| 0.4673 | 0.4121 | 1600 | 0.4294 | 0.7830 | 0.875 | 0.8434 | 0.5652 | 0.5 | 0.8589 | 0.5306 | 0.7043 | 0.8046 |
| 0.3709 | 0.4134 | 1605 | 0.4056 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8229 |
| 0.2757 | 0.4147 | 1610 | 0.3944 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.8379 |
| 0.4726 | 0.4160 | 1615 | 0.3853 | 0.8019 | 0.8690 | 0.8795 | 0.5217 | 0.5455 | 0.8743 | 0.5333 | 0.7006 | 0.8353 |
| 0.3706 | 0.4173 | 1620 | 0.3792 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8426 |
| 0.3712 | 0.4186 | 1625 | 0.3872 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8371 |
| 0.3929 | 0.4199 | 1630 | 0.3960 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.8339 |
| 0.4415 | 0.4212 | 1635 | 0.4190 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8269 |
| 0.4505 | 0.4224 | 1640 | 0.4241 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8240 |
| 0.3605 | 0.4237 | 1645 | 0.4247 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.8211 |
| 0.3376 | 0.4250 | 1650 | 0.4165 | 0.7925 | 0.8675 | 0.8675 | 0.5217 | 0.5217 | 0.8675 | 0.5217 | 0.6946 | 0.8269 |
| 0.3626 | 0.4263 | 1655 | 0.4163 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8256 |
| 0.4566 | 0.4276 | 1660 | 0.4305 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8256 |
| 0.3425 | 0.4289 | 1665 | 0.4350 | 0.7547 | 0.8608 | 0.8193 | 0.5217 | 0.4444 | 0.8395 | 0.48 | 0.6705 | 0.8130 |
| 0.3097 | 0.4302 | 1670 | 0.4532 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8153 |
| 0.362 | 0.4315 | 1675 | 0.4223 | 0.7547 | 0.8608 | 0.8193 | 0.5217 | 0.4444 | 0.8395 | 0.48 | 0.6705 | 0.8214 |
| 0.3679 | 0.4328 | 1680 | 0.4155 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.8290 |
| 0.3747 | 0.4340 | 1685 | 0.4403 | 0.8208 | 0.8556 | 0.9277 | 0.4348 | 0.625 | 0.8902 | 0.5128 | 0.6812 | 0.8431 |
| 0.3354 | 0.4353 | 1690 | 0.4312 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.8347 |
| 0.4381 | 0.4366 | 1695 | 0.4610 | 0.7358 | 0.8767 | 0.7711 | 0.6087 | 0.4242 | 0.8205 | 0.5 | 0.6899 | 0.8174 |
| 0.3464 | 0.4379 | 1700 | 0.4602 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8185 |
| 0.445 | 0.4392 | 1705 | 0.4788 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8337 |
| 0.4122 | 0.4405 | 1710 | 0.4552 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.8214 |
| 0.4484 | 0.4418 | 1715 | 0.4529 | 0.7453 | 0.8590 | 0.8072 | 0.5217 | 0.4286 | 0.8323 | 0.4706 | 0.6645 | 0.8135 |
| 0.3686 | 0.4431 | 1720 | 0.4680 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8159 |
| 0.2491 | 0.4443 | 1725 | 0.4874 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8130 |
| 0.3591 | 0.4456 | 1730 | 0.4727 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8135 |
| 0.292 | 0.4469 | 1735 | 0.4632 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8172 |
| 0.3797 | 0.4482 | 1740 | 0.4665 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8243 |
| 0.369 | 0.4495 | 1745 | 0.4686 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.8290 |
| 0.3488 | 0.4508 | 1750 | 0.4593 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.8219 |
| 0.3139 | 0.4521 | 1755 | 0.4617 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8188 |
| 0.3923 | 0.4534 | 1760 | 0.4622 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.8198 |
| 0.4133 | 0.4546 | 1765 | 0.4615 | 0.7642 | 0.8625 | 0.8313 | 0.5217 | 0.4615 | 0.8466 | 0.4898 | 0.6765 | 0.8059 |
| 0.4391 | 0.4559 | 1770 | 0.4763 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.8049 |
| 0.4564 | 0.4572 | 1775 | 0.4734 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8135 |
| 0.3531 | 0.4585 | 1780 | 0.4604 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.8229 |
| 0.3623 | 0.4598 | 1785 | 0.4520 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8269 |
| 0.3379 | 0.4611 | 1790 | 0.4527 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8211 |
| 0.3451 | 0.4624 | 1795 | 0.4458 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8355 |
| 0.4038 | 0.4637 | 1800 | 0.4395 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.8520 |
| 0.4238 | 0.4650 | 1805 | 0.4294 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8449 |
| 0.3264 | 0.4662 | 1810 | 0.4340 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8366 |
| 0.363 | 0.4675 | 1815 | 0.4499 | 0.7642 | 0.8537 | 0.8434 | 0.4783 | 0.4583 | 0.8485 | 0.4681 | 0.6608 | 0.8245 |
| 0.323 | 0.4688 | 1820 | 0.4682 | 0.7642 | 0.8372 | 0.8675 | 0.3913 | 0.45 | 0.8521 | 0.4186 | 0.6294 | 0.8167 |
| 0.4232 | 0.4701 | 1825 | 0.4903 | 0.7642 | 0.8372 | 0.8675 | 0.3913 | 0.45 | 0.8521 | 0.4186 | 0.6294 | 0.8023 |
| 0.3748 | 0.4714 | 1830 | 0.4854 | 0.7358 | 0.8313 | 0.8313 | 0.3913 | 0.3913 | 0.8313 | 0.3913 | 0.6113 | 0.7931 |
| 0.3702 | 0.4727 | 1835 | 0.4866 | 0.7453 | 0.8333 | 0.8434 | 0.3913 | 0.4091 | 0.8383 | 0.4 | 0.6173 | 0.7878 |
| 0.4 | 0.4740 | 1840 | 0.4862 | 0.7453 | 0.8256 | 0.8554 | 0.3478 | 0.4 | 0.8402 | 0.3721 | 0.6016 | 0.7999 |
| 0.4478 | 0.4753 | 1845 | 0.4680 | 0.7453 | 0.8256 | 0.8554 | 0.3478 | 0.4 | 0.8402 | 0.3721 | 0.6016 | 0.8088 |
| 0.3324 | 0.4765 | 1850 | 0.4506 | 0.7453 | 0.8333 | 0.8434 | 0.3913 | 0.4091 | 0.8383 | 0.4 | 0.6173 | 0.8216 |
| 0.3236 | 0.4778 | 1855 | 0.4331 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.8250 |
| 0.4003 | 0.4791 | 1860 | 0.4266 | 0.7830 | 0.875 | 0.8434 | 0.5652 | 0.5 | 0.8589 | 0.5306 | 0.7043 | 0.8190 |
| 0.409 | 0.4804 | 1865 | 0.4322 | 0.7830 | 0.875 | 0.8434 | 0.5652 | 0.5 | 0.8589 | 0.5306 | 0.7043 | 0.8125 |
| 0.3915 | 0.4817 | 1870 | 0.4408 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8127 |
| 0.3967 | 0.4830 | 1875 | 0.4401 | 0.7830 | 0.875 | 0.8434 | 0.5652 | 0.5 | 0.8589 | 0.5306 | 0.7043 | 0.8049 |
| 0.3366 | 0.4843 | 1880 | 0.4767 | 0.7547 | 0.8353 | 0.8554 | 0.3913 | 0.4286 | 0.8452 | 0.4091 | 0.6234 | 0.8075 |
| 0.3221 | 0.4856 | 1885 | 0.4603 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.8078 |
| 0.3676 | 0.4868 | 1890 | 0.4757 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.7981 |
| 0.4209 | 0.4881 | 1895 | 0.4662 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.7881 |
| 0.3856 | 0.4894 | 1900 | 0.4590 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.7881 |
| 0.4125 | 0.4907 | 1905 | 0.4692 | 0.7547 | 0.8353 | 0.8554 | 0.3913 | 0.4286 | 0.8452 | 0.4091 | 0.6234 | 0.8023 |
| 0.3665 | 0.4920 | 1910 | 0.4486 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8114 |
| 0.4496 | 0.4933 | 1915 | 0.4365 | 0.7736 | 0.8831 | 0.8193 | 0.6087 | 0.4828 | 0.85 | 0.5385 | 0.7140 | 0.8143 |
| 0.4129 | 0.4946 | 1920 | 0.4384 | 0.7736 | 0.8831 | 0.8193 | 0.6087 | 0.4828 | 0.85 | 0.5385 | 0.7140 | 0.8172 |
| 0.359 | 0.4959 | 1925 | 0.4365 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8256 |
| 0.4678 | 0.4972 | 1930 | 0.4502 | 0.7925 | 0.8427 | 0.9036 | 0.3913 | 0.5294 | 0.8721 | 0.45 | 0.6475 | 0.8224 |
| 0.3777 | 0.4984 | 1935 | 0.4403 | 0.8019 | 0.8605 | 0.8916 | 0.4783 | 0.55 | 0.8757 | 0.5116 | 0.6849 | 0.8201 |
| 0.4947 | 0.4997 | 1940 | 0.4286 | 0.7736 | 0.8554 | 0.8554 | 0.4783 | 0.4783 | 0.8554 | 0.4783 | 0.6668 | 0.8229 |
| 0.307 | 0.5010 | 1945 | 0.4363 | 0.8113 | 0.8621 | 0.9036 | 0.4783 | 0.5789 | 0.8824 | 0.5238 | 0.6909 | 0.8245 |
| 0.5041 | 0.5023 | 1950 | 0.4896 | 0.8019 | 0.8444 | 0.9157 | 0.3913 | 0.5625 | 0.8786 | 0.4615 | 0.6535 | 0.8358 |
| 0.3149 | 0.5036 | 1955 | 0.4453 | 0.8019 | 0.8444 | 0.9157 | 0.3913 | 0.5625 | 0.8786 | 0.4615 | 0.6535 | 0.8282 |
| 0.3596 | 0.5049 | 1960 | 0.4251 | 0.7925 | 0.8675 | 0.8675 | 0.5217 | 0.5217 | 0.8675 | 0.5217 | 0.6946 | 0.8201 |
| 0.3879 | 0.5062 | 1965 | 0.4174 | 0.7736 | 0.8831 | 0.8193 | 0.6087 | 0.4828 | 0.85 | 0.5385 | 0.7140 | 0.8235 |
| 0.3534 | 0.5075 | 1970 | 0.4215 | 0.7642 | 0.8452 | 0.8554 | 0.4348 | 0.4545 | 0.8503 | 0.4444 | 0.6451 | 0.8292 |
| 0.3984 | 0.5087 | 1975 | 0.4566 | 0.7925 | 0.8427 | 0.9036 | 0.3913 | 0.5294 | 0.8721 | 0.45 | 0.6475 | 0.8376 |
| 0.409 | 0.5100 | 1980 | 0.4236 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.8298 |
| 0.4374 | 0.5113 | 1985 | 0.4229 | 0.7830 | 0.8846 | 0.8313 | 0.6087 | 0.5 | 0.8571 | 0.5490 | 0.7200 | 0.8219 |
| 0.3983 | 0.5126 | 1990 | 0.4442 | 0.7925 | 0.8427 | 0.9036 | 0.3913 | 0.5294 | 0.8721 | 0.45 | 0.6475 | 0.8324 |
| 0.3992 | 0.5139 | 1995 | 0.4352 | 0.8019 | 0.8444 | 0.9157 | 0.3913 | 0.5625 | 0.8786 | 0.4615 | 0.6535 | 0.8410 |
| 0.3727 | 0.5152 | 2000 | 0.4142 | 0.8019 | 0.8690 | 0.8795 | 0.5217 | 0.5455 | 0.8743 | 0.5333 | 0.7006 | 0.8421 |
| 0.4186 | 0.5165 | 2005 | 0.4188 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8332 |
| 0.3289 | 0.5178 | 2010 | 0.4165 | 0.7830 | 0.8659 | 0.8554 | 0.5217 | 0.5 | 0.8606 | 0.5106 | 0.6886 | 0.8389 |
| 0.4272 | 0.5190 | 2015 | 0.4116 | 0.8019 | 0.8690 | 0.8795 | 0.5217 | 0.5455 | 0.8743 | 0.5333 | 0.7006 | 0.8470 |
| 0.443 | 0.5203 | 2020 | 0.4057 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8539 |
| 0.3619 | 0.5216 | 2025 | 0.4074 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8502 |
| 0.3307 | 0.5229 | 2030 | 0.3972 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8408 |
| 0.4628 | 0.5242 | 2035 | 0.3915 | 0.7830 | 0.875 | 0.8434 | 0.5652 | 0.5 | 0.8589 | 0.5306 | 0.7043 | 0.8423 |
| 0.3377 | 0.5255 | 2040 | 0.4031 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8387 |
| 0.3166 | 0.5268 | 2045 | 0.4217 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8418 |
| 0.3552 | 0.5281 | 2050 | 0.4098 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.8405 |
| 0.3831 | 0.5293 | 2055 | 0.4047 | 0.7736 | 0.8831 | 0.8193 | 0.6087 | 0.4828 | 0.85 | 0.5385 | 0.7140 | 0.8413 |
| 0.4161 | 0.5306 | 2060 | 0.4052 | 0.7736 | 0.8471 | 0.8675 | 0.4348 | 0.4762 | 0.8571 | 0.4545 | 0.6511 | 0.8502 |
| 0.4014 | 0.5319 | 2065 | 0.4016 | 0.7736 | 0.8471 | 0.8675 | 0.4348 | 0.4762 | 0.8571 | 0.4545 | 0.6511 | 0.8544 |
| 0.4483 | 0.5332 | 2070 | 0.4014 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8463 |
| 0.3334 | 0.5345 | 2075 | 0.4107 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8387 |
| 0.4037 | 0.5358 | 2080 | 0.4260 | 0.8019 | 0.8523 | 0.9036 | 0.4348 | 0.5556 | 0.8772 | 0.4878 | 0.6692 | 0.8421 |
| 0.3176 | 0.5371 | 2085 | 0.4271 | 0.8019 | 0.8444 | 0.9157 | 0.3913 | 0.5625 | 0.8786 | 0.4615 | 0.6535 | 0.8520 |
| 0.518 | 0.5384 | 2090 | 0.4006 | 0.8113 | 0.8539 | 0.9157 | 0.4348 | 0.5882 | 0.8837 | 0.5 | 0.6752 | 0.8549 |
| 0.4113 | 0.5397 | 2095 | 0.3886 | 0.8019 | 0.9079 | 0.8313 | 0.6957 | 0.5333 | 0.8679 | 0.6038 | 0.7635 | 0.8470 |
| 0.3263 | 0.5409 | 2100 | 0.3835 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8413 |
| 0.3516 | 0.5422 | 2105 | 0.4170 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8358 |
| 0.4771 | 0.5435 | 2110 | 0.4202 | 0.8113 | 0.8621 | 0.9036 | 0.4783 | 0.5789 | 0.8824 | 0.5238 | 0.6909 | 0.8405 |
| 0.311 | 0.5448 | 2115 | 0.3821 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8394 |
| 0.339 | 0.5461 | 2120 | 0.3820 | 0.8019 | 0.8974 | 0.8434 | 0.6522 | 0.5357 | 0.8696 | 0.5882 | 0.7478 | 0.8405 |
| 0.3166 | 0.5474 | 2125 | 0.3789 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8497 |
| 0.3817 | 0.5487 | 2130 | 0.3760 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8518 |
| 0.3357 | 0.5500 | 2135 | 0.3758 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8520 |
| 0.3493 | 0.5512 | 2140 | 0.3703 | 0.7830 | 0.8846 | 0.8313 | 0.6087 | 0.5 | 0.8571 | 0.5490 | 0.7200 | 0.8494 |
| 0.3649 | 0.5525 | 2145 | 0.3668 | 0.8019 | 0.8974 | 0.8434 | 0.6522 | 0.5357 | 0.8696 | 0.5882 | 0.7478 | 0.8565 |
| 0.3691 | 0.5538 | 2150 | 0.3711 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8586 |
| 0.3547 | 0.5551 | 2155 | 0.3636 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8630 |
| 0.406 | 0.5564 | 2160 | 0.3660 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8596 |
| 0.3927 | 0.5577 | 2165 | 0.3755 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8491 |
| 0.3624 | 0.5590 | 2170 | 0.3762 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8447 |
| 0.3394 | 0.5603 | 2175 | 0.3746 | 0.8113 | 0.8987 | 0.8554 | 0.6522 | 0.5556 | 0.8765 | 0.6 | 0.7538 | 0.8426 |
| 0.5151 | 0.5615 | 2180 | 0.3895 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8400 |
| 0.4016 | 0.5628 | 2185 | 0.3909 | 0.7925 | 0.8588 | 0.8795 | 0.4783 | 0.5238 | 0.8690 | 0.5 | 0.6789 | 0.8366 |
| 0.3249 | 0.5641 | 2190 | 0.3722 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8381 |
| 0.3509 | 0.5654 | 2195 | 0.3628 | 0.7830 | 0.875 | 0.8434 | 0.5652 | 0.5 | 0.8589 | 0.5306 | 0.7043 | 0.8410 |
| 0.3403 | 0.5667 | 2200 | 0.3534 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8539 |
| 0.3669 | 0.5680 | 2205 | 0.3511 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.8628 |
| 0.4476 | 0.5693 | 2210 | 0.3511 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.8656 |
| 0.3795 | 0.5706 | 2215 | 0.3411 | 0.8302 | 0.9012 | 0.8795 | 0.6522 | 0.6 | 0.8902 | 0.625 | 0.7658 | 0.8643 |
| 0.3915 | 0.5719 | 2220 | 0.3477 | 0.8208 | 0.9 | 0.8675 | 0.6522 | 0.5769 | 0.8834 | 0.6122 | 0.7598 | 0.8594 |
| 0.339 | 0.5731 | 2225 | 0.3609 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8549 |
| 0.4035 | 0.5744 | 2230 | 0.3770 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8559 |
| 0.3618 | 0.5757 | 2235 | 0.3743 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8531 |
| 0.4342 | 0.5770 | 2240 | 0.3833 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8473 |
| 0.3444 | 0.5783 | 2245 | 0.3839 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8473 |
| 0.3993 | 0.5796 | 2250 | 0.3881 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8559 |
| 0.4465 | 0.5809 | 2255 | 0.3718 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8533 |
| 0.3707 | 0.5822 | 2260 | 0.3741 | 0.8019 | 0.8974 | 0.8434 | 0.6522 | 0.5357 | 0.8696 | 0.5882 | 0.7478 | 0.8468 |
| 0.4075 | 0.5834 | 2265 | 0.3752 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8470 |
| 0.3853 | 0.5847 | 2270 | 0.3762 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8447 |
| 0.3587 | 0.5860 | 2275 | 0.3780 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8368 |
| 0.365 | 0.5873 | 2280 | 0.3888 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8303 |
| 0.3653 | 0.5886 | 2285 | 0.4008 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.8300 |
| 0.4017 | 0.5899 | 2290 | 0.4139 | 0.8113 | 0.8621 | 0.9036 | 0.4783 | 0.5789 | 0.8824 | 0.5238 | 0.6909 | 0.8434 |
| 0.4418 | 0.5912 | 2295 | 0.3896 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8397 |
| 0.3848 | 0.5925 | 2300 | 0.3833 | 0.7925 | 0.8961 | 0.8313 | 0.6522 | 0.5172 | 0.8625 | 0.5769 | 0.7417 | 0.8397 |
| 0.4084 | 0.5937 | 2305 | 0.3778 | 0.7925 | 0.8961 | 0.8313 | 0.6522 | 0.5172 | 0.8625 | 0.5769 | 0.7417 | 0.8442 |
| 0.4072 | 0.5950 | 2310 | 0.3758 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8528 |
| 0.3804 | 0.5963 | 2315 | 0.3802 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8518 |
| 0.3432 | 0.5976 | 2320 | 0.3850 | 0.8396 | 0.9024 | 0.8916 | 0.6522 | 0.625 | 0.8970 | 0.6383 | 0.7719 | 0.8444 |
| 0.3243 | 0.5989 | 2325 | 0.3920 | 0.8302 | 0.8736 | 0.9157 | 0.5217 | 0.6316 | 0.8941 | 0.5714 | 0.7187 | 0.8452 |
| 0.4471 | 0.6002 | 2330 | 0.4052 | 0.8208 | 0.8636 | 0.9157 | 0.4783 | 0.6111 | 0.8889 | 0.5366 | 0.6970 | 0.8410 |
| 0.3628 | 0.6015 | 2335 | 0.4041 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.8305 |
| 0.3623 | 0.6028 | 2340 | 0.4007 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8250 |
| 0.3316 | 0.6041 | 2345 | 0.4073 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.8216 |
| 0.3885 | 0.6053 | 2350 | 0.4200 | 0.8019 | 0.8605 | 0.8916 | 0.4783 | 0.55 | 0.8757 | 0.5116 | 0.6849 | 0.8269 |
| 0.3813 | 0.6066 | 2355 | 0.4205 | 0.7830 | 0.8571 | 0.8675 | 0.4783 | 0.5 | 0.8623 | 0.4889 | 0.6729 | 0.8219 |
| 0.3198 | 0.6079 | 2360 | 0.4170 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.8208 |
| 0.367 | 0.6092 | 2365 | 0.4143 | 0.7736 | 0.8642 | 0.8434 | 0.5217 | 0.48 | 0.8537 | 0.5 | 0.6826 | 0.8180 |
| 0.2973 | 0.6105 | 2370 | 0.4073 | 0.8019 | 0.8690 | 0.8795 | 0.5217 | 0.5455 | 0.8743 | 0.5333 | 0.7006 | 0.8261 |
| 0.4048 | 0.6118 | 2375 | 0.4190 | 0.8019 | 0.8605 | 0.8916 | 0.4783 | 0.55 | 0.8757 | 0.5116 | 0.6849 | 0.8201 |
| 0.3653 | 0.6131 | 2380 | 0.4132 | 0.8113 | 0.8621 | 0.9036 | 0.4783 | 0.5789 | 0.8824 | 0.5238 | 0.6909 | 0.8216 |
| 0.3945 | 0.6144 | 2385 | 0.3953 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8206 |
| 0.3907 | 0.6156 | 2390 | 0.4031 | 0.8113 | 0.8706 | 0.8916 | 0.5217 | 0.5714 | 0.8810 | 0.5455 | 0.7067 | 0.8190 |
| 0.4189 | 0.6169 | 2395 | 0.4121 | 0.8208 | 0.8636 | 0.9157 | 0.4783 | 0.6111 | 0.8889 | 0.5366 | 0.6970 | 0.8277 |
| 0.3799 | 0.6182 | 2400 | 0.4107 | 0.8208 | 0.8556 | 0.9277 | 0.4348 | 0.625 | 0.8902 | 0.5128 | 0.6812 | 0.8389 |
| 0.3065 | 0.6195 | 2405 | 0.3964 | 0.8208 | 0.8636 | 0.9157 | 0.4783 | 0.6111 | 0.8889 | 0.5366 | 0.6970 | 0.8381 |
| 0.3595 | 0.6208 | 2410 | 0.3950 | 0.8396 | 0.8929 | 0.9036 | 0.6087 | 0.6364 | 0.8982 | 0.6222 | 0.7562 | 0.8274 |
| 0.3519 | 0.6221 | 2415 | 0.3899 | 0.8491 | 0.9036 | 0.9036 | 0.6522 | 0.6522 | 0.9036 | 0.6522 | 0.7779 | 0.8350 |
| 0.417 | 0.6234 | 2420 | 0.3786 | 0.8491 | 0.9036 | 0.9036 | 0.6522 | 0.6522 | 0.9036 | 0.6522 | 0.7779 | 0.8376 |
| 0.3072 | 0.6247 | 2425 | 0.3765 | 0.8396 | 0.9024 | 0.8916 | 0.6522 | 0.625 | 0.8970 | 0.6383 | 0.7719 | 0.8405 |
| 0.3671 | 0.6259 | 2430 | 0.3776 | 0.8396 | 0.8837 | 0.9157 | 0.5652 | 0.65 | 0.8994 | 0.6047 | 0.7404 | 0.8460 |
| 0.2975 | 0.6272 | 2435 | 0.3722 | 0.8396 | 0.8837 | 0.9157 | 0.5652 | 0.65 | 0.8994 | 0.6047 | 0.7404 | 0.8483 |
| 0.2902 | 0.6285 | 2440 | 0.3701 | 0.8396 | 0.8837 | 0.9157 | 0.5652 | 0.65 | 0.8994 | 0.6047 | 0.7404 | 0.8504 |
| 0.3622 | 0.6298 | 2445 | 0.3700 | 0.8302 | 0.8736 | 0.9157 | 0.5217 | 0.6316 | 0.8941 | 0.5714 | 0.7187 | 0.8494 |
| 0.285 | 0.6311 | 2450 | 0.3623 | 0.8396 | 0.8837 | 0.9157 | 0.5652 | 0.65 | 0.8994 | 0.6047 | 0.7404 | 0.8557 |
| 0.3275 | 0.6324 | 2455 | 0.3658 | 0.8302 | 0.8736 | 0.9157 | 0.5217 | 0.6316 | 0.8941 | 0.5714 | 0.7187 | 0.8580 |
| 0.2939 | 0.6337 | 2460 | 0.3665 | 0.8302 | 0.8736 | 0.9157 | 0.5217 | 0.6316 | 0.8941 | 0.5714 | 0.7187 | 0.8546 |
| 0.3868 | 0.6350 | 2465 | 0.3684 | 0.8396 | 0.875 | 0.9277 | 0.5217 | 0.6667 | 0.9006 | 0.5854 | 0.7247 | 0.8588 |
| 0.4034 | 0.6362 | 2470 | 0.3632 | 0.8396 | 0.8837 | 0.9157 | 0.5652 | 0.65 | 0.8994 | 0.6047 | 0.7404 | 0.8583 |
| 0.4209 | 0.6375 | 2475 | 0.3566 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8502 |
| 0.3112 | 0.6388 | 2480 | 0.3631 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8468 |
| 0.3883 | 0.6401 | 2485 | 0.3703 | 0.8396 | 0.8837 | 0.9157 | 0.5652 | 0.65 | 0.8994 | 0.6047 | 0.7404 | 0.8452 |
| 0.3924 | 0.6414 | 2490 | 0.3628 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8431 |
| 0.3667 | 0.6427 | 2495 | 0.3603 | 0.8302 | 0.9012 | 0.8795 | 0.6522 | 0.6 | 0.8902 | 0.625 | 0.7658 | 0.8366 |
| 0.3007 | 0.6440 | 2500 | 0.3553 | 0.8302 | 0.9012 | 0.8795 | 0.6522 | 0.6 | 0.8902 | 0.625 | 0.7658 | 0.8366 |
| 0.323 | 0.6453 | 2505 | 0.3501 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8463 |
| 0.414 | 0.6466 | 2510 | 0.3461 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8567 |
| 0.309 | 0.6478 | 2515 | 0.3402 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8588 |
| 0.4538 | 0.6491 | 2520 | 0.3454 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8567 |
| 0.3446 | 0.6504 | 2525 | 0.3487 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8512 |
| 0.2919 | 0.6517 | 2530 | 0.3564 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8470 |
| 0.3749 | 0.6530 | 2535 | 0.3546 | 0.8396 | 0.9024 | 0.8916 | 0.6522 | 0.625 | 0.8970 | 0.6383 | 0.7719 | 0.8504 |
| 0.41 | 0.6543 | 2540 | 0.3556 | 0.8396 | 0.9024 | 0.8916 | 0.6522 | 0.625 | 0.8970 | 0.6383 | 0.7719 | 0.8455 |
| 0.3521 | 0.6556 | 2545 | 0.3595 | 0.8302 | 0.9012 | 0.8795 | 0.6522 | 0.6 | 0.8902 | 0.625 | 0.7658 | 0.8413 |
| 0.3023 | 0.6569 | 2550 | 0.3597 | 0.8396 | 0.9024 | 0.8916 | 0.6522 | 0.625 | 0.8970 | 0.6383 | 0.7719 | 0.8452 |
| 0.2792 | 0.6581 | 2555 | 0.3607 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8525 |
| 0.3942 | 0.6594 | 2560 | 0.3663 | 0.8396 | 0.8929 | 0.9036 | 0.6087 | 0.6364 | 0.8982 | 0.6222 | 0.7562 | 0.8599 |
| 0.3374 | 0.6607 | 2565 | 0.3558 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8620 |
| 0.3737 | 0.6620 | 2570 | 0.3517 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8609 |
| 0.3851 | 0.6633 | 2575 | 0.3539 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8570 |
| 0.3487 | 0.6646 | 2580 | 0.3593 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8518 |
| 0.3629 | 0.6659 | 2585 | 0.3626 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8473 |
| 0.3885 | 0.6672 | 2590 | 0.3624 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8489 |
| 0.3311 | 0.6684 | 2595 | 0.3664 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8544 |
| 0.2935 | 0.6697 | 2600 | 0.3698 | 0.8396 | 0.8837 | 0.9157 | 0.5652 | 0.65 | 0.8994 | 0.6047 | 0.7404 | 0.8625 |
| 0.3712 | 0.6710 | 2605 | 0.3649 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8664 |
| 0.3753 | 0.6723 | 2610 | 0.3631 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8528 |
| 0.3882 | 0.6736 | 2615 | 0.3698 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8436 |
| 0.3426 | 0.6749 | 2620 | 0.3746 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8337 |
| 0.3478 | 0.6762 | 2625 | 0.3793 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8337 |
| 0.2771 | 0.6775 | 2630 | 0.3799 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8316 |
| 0.3544 | 0.6788 | 2635 | 0.3767 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8368 |
| 0.2877 | 0.6800 | 2640 | 0.3638 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8376 |
| 0.3167 | 0.6813 | 2645 | 0.3583 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8486 |
| 0.3406 | 0.6826 | 2650 | 0.3507 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8528 |
| 0.3308 | 0.6839 | 2655 | 0.3466 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8552 |
| 0.3585 | 0.6852 | 2660 | 0.3507 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8546 |
| 0.3499 | 0.6865 | 2665 | 0.3521 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8515 |
| 0.29 | 0.6878 | 2670 | 0.3552 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8539 |
| 0.3344 | 0.6891 | 2675 | 0.3511 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8523 |
| 0.3095 | 0.6903 | 2680 | 0.3512 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8518 |
| 0.2979 | 0.6916 | 2685 | 0.3485 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8541 |
| 0.3544 | 0.6929 | 2690 | 0.3485 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8523 |
| 0.3552 | 0.6942 | 2695 | 0.3533 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8552 |
| 0.3503 | 0.6955 | 2700 | 0.3553 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8541 |
| 0.4327 | 0.6968 | 2705 | 0.3568 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8447 |
| 0.3291 | 0.6981 | 2710 | 0.3567 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8460 |
| 0.4262 | 0.6994 | 2715 | 0.3565 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8439 |
| 0.3417 | 0.7006 | 2720 | 0.3572 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8410 |
| 0.3901 | 0.7019 | 2725 | 0.3577 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8455 |
| 0.2891 | 0.7032 | 2730 | 0.3615 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8439 |
| 0.3797 | 0.7045 | 2735 | 0.3566 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8415 |
| 0.3207 | 0.7058 | 2740 | 0.3577 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8408 |
| 0.384 | 0.7071 | 2745 | 0.3621 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8394 |
| 0.3982 | 0.7084 | 2750 | 0.3580 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8447 |
| 0.3197 | 0.7097 | 2755 | 0.3479 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8494 |
| 0.3578 | 0.7110 | 2760 | 0.3456 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8473 |
| 0.4179 | 0.7122 | 2765 | 0.3414 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8536 |
| 0.3662 | 0.7135 | 2770 | 0.3426 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8549 |
| 0.364 | 0.7148 | 2775 | 0.3424 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8549 |
| 0.2961 | 0.7161 | 2780 | 0.3450 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8523 |
| 0.2907 | 0.7174 | 2785 | 0.3551 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8541 |
| 0.3462 | 0.7187 | 2790 | 0.3501 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8518 |
| 0.34 | 0.7200 | 2795 | 0.3464 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8497 |
| 0.4377 | 0.7213 | 2800 | 0.3492 | 0.7830 | 0.8846 | 0.8313 | 0.6087 | 0.5 | 0.8571 | 0.5490 | 0.7200 | 0.8483 |
| 0.3208 | 0.7225 | 2805 | 0.3494 | 0.7830 | 0.8846 | 0.8313 | 0.6087 | 0.5 | 0.8571 | 0.5490 | 0.7200 | 0.8481 |
| 0.376 | 0.7238 | 2810 | 0.3519 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8504 |
| 0.3776 | 0.7251 | 2815 | 0.3520 | 0.7830 | 0.8846 | 0.8313 | 0.6087 | 0.5 | 0.8571 | 0.5490 | 0.7200 | 0.8457 |
| 0.3937 | 0.7264 | 2820 | 0.3534 | 0.7830 | 0.8846 | 0.8313 | 0.6087 | 0.5 | 0.8571 | 0.5490 | 0.7200 | 0.8486 |
| 0.2952 | 0.7277 | 2825 | 0.3538 | 0.7830 | 0.8846 | 0.8313 | 0.6087 | 0.5 | 0.8571 | 0.5490 | 0.7200 | 0.8413 |
| 0.3145 | 0.7290 | 2830 | 0.3521 | 0.7830 | 0.8846 | 0.8313 | 0.6087 | 0.5 | 0.8571 | 0.5490 | 0.7200 | 0.8491 |
| 0.2935 | 0.7303 | 2835 | 0.3532 | 0.7830 | 0.8846 | 0.8313 | 0.6087 | 0.5 | 0.8571 | 0.5490 | 0.7200 | 0.8489 |
| 0.4534 | 0.7316 | 2840 | 0.3519 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8502 |
| 0.3785 | 0.7328 | 2845 | 0.3491 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8525 |
| 0.5202 | 0.7341 | 2850 | 0.3509 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8565 |
| 0.3548 | 0.7354 | 2855 | 0.3465 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8562 |
| 0.4656 | 0.7367 | 2860 | 0.3451 | 0.8113 | 0.8987 | 0.8554 | 0.6522 | 0.5556 | 0.8765 | 0.6 | 0.7538 | 0.8559 |
| 0.2554 | 0.7380 | 2865 | 0.3450 | 0.8019 | 0.8974 | 0.8434 | 0.6522 | 0.5357 | 0.8696 | 0.5882 | 0.7478 | 0.8520 |
| 0.4042 | 0.7393 | 2870 | 0.3496 | 0.8113 | 0.8987 | 0.8554 | 0.6522 | 0.5556 | 0.8765 | 0.6 | 0.7538 | 0.8504 |
| 0.3638 | 0.7406 | 2875 | 0.3528 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8515 |
| 0.3335 | 0.7419 | 2880 | 0.3514 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8552 |
| 0.3335 | 0.7431 | 2885 | 0.3466 | 0.7925 | 0.8765 | 0.8554 | 0.5652 | 0.52 | 0.8659 | 0.5417 | 0.7103 | 0.8549 |
| 0.4437 | 0.7444 | 2890 | 0.3438 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8544 |
| 0.4044 | 0.7457 | 2895 | 0.3457 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8523 |
| 0.3311 | 0.7470 | 2900 | 0.3418 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8578 |
| 0.3923 | 0.7483 | 2905 | 0.3451 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8562 |
| 0.3546 | 0.7496 | 2910 | 0.3465 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8591 |
| 0.3257 | 0.7509 | 2915 | 0.3479 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8546 |
| 0.3577 | 0.7522 | 2920 | 0.3491 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8578 |
| 0.4153 | 0.7535 | 2925 | 0.3500 | 0.8396 | 0.8837 | 0.9157 | 0.5652 | 0.65 | 0.8994 | 0.6047 | 0.7404 | 0.8557 |
| 0.3957 | 0.7547 | 2930 | 0.3519 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8565 |
| 0.3124 | 0.7560 | 2935 | 0.3493 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8575 |
| 0.3218 | 0.7573 | 2940 | 0.3464 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8596 |
| 0.3451 | 0.7586 | 2945 | 0.3472 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8633 |
| 0.357 | 0.7599 | 2950 | 0.3508 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8594 |
| 0.377 | 0.7612 | 2955 | 0.3505 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8565 |
| 0.3471 | 0.7625 | 2960 | 0.3521 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8523 |
| 0.3357 | 0.7638 | 2965 | 0.3565 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8518 |
| 0.3686 | 0.7650 | 2970 | 0.3568 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8567 |
| 0.3744 | 0.7663 | 2975 | 0.3610 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8549 |
| 0.4041 | 0.7676 | 2980 | 0.3644 | 0.8491 | 0.8851 | 0.9277 | 0.5652 | 0.6842 | 0.9059 | 0.6190 | 0.7465 | 0.8539 |
| 0.3667 | 0.7689 | 2985 | 0.3706 | 0.8491 | 0.8851 | 0.9277 | 0.5652 | 0.6842 | 0.9059 | 0.6190 | 0.7465 | 0.8531 |
| 0.4215 | 0.7702 | 2990 | 0.3681 | 0.8396 | 0.8837 | 0.9157 | 0.5652 | 0.65 | 0.8994 | 0.6047 | 0.7404 | 0.8486 |
| 0.3587 | 0.7715 | 2995 | 0.3705 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8478 |
| 0.4054 | 0.7728 | 3000 | 0.3638 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8486 |
| 0.287 | 0.7741 | 3005 | 0.3580 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8510 |
| 0.4415 | 0.7753 | 3010 | 0.3589 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8559 |
| 0.3393 | 0.7766 | 3015 | 0.3525 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8591 |
| 0.2939 | 0.7779 | 3020 | 0.3506 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8578 |
| 0.3616 | 0.7792 | 3025 | 0.3514 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8570 |
| 0.3559 | 0.7805 | 3030 | 0.3520 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8604 |
| 0.3894 | 0.7818 | 3035 | 0.3513 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8612 |
| 0.3444 | 0.7831 | 3040 | 0.3449 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8620 |
| 0.408 | 0.7844 | 3045 | 0.3436 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8625 |
| 0.3642 | 0.7857 | 3050 | 0.3444 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8596 |
| 0.3155 | 0.7869 | 3055 | 0.3493 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8617 |
| 0.3842 | 0.7882 | 3060 | 0.3510 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8604 |
| 0.3082 | 0.7895 | 3065 | 0.3522 | 0.8019 | 0.8780 | 0.8675 | 0.5652 | 0.5417 | 0.8727 | 0.5532 | 0.7163 | 0.8599 |
| 0.3717 | 0.7908 | 3070 | 0.3464 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8604 |
| 0.3096 | 0.7921 | 3075 | 0.3478 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8586 |
| 0.3636 | 0.7934 | 3080 | 0.3493 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8586 |
| 0.3232 | 0.7947 | 3085 | 0.3457 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8620 |
| 0.3229 | 0.7960 | 3090 | 0.3477 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8604 |
| 0.3676 | 0.7972 | 3095 | 0.3493 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8614 |
| 0.3895 | 0.7985 | 3100 | 0.3498 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8607 |
| 0.3415 | 0.7998 | 3105 | 0.3509 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8580 |
| 0.3485 | 0.8011 | 3110 | 0.3545 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8544 |
| 0.3774 | 0.8024 | 3115 | 0.3539 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8562 |
| 0.2863 | 0.8037 | 3120 | 0.3526 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8557 |
| 0.3466 | 0.8050 | 3125 | 0.3494 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8575 |
| 0.316 | 0.8063 | 3130 | 0.3494 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8541 |
| 0.356 | 0.8075 | 3135 | 0.3501 | 0.8019 | 0.8974 | 0.8434 | 0.6522 | 0.5357 | 0.8696 | 0.5882 | 0.7478 | 0.8518 |
| 0.5076 | 0.8088 | 3140 | 0.3517 | 0.8019 | 0.8974 | 0.8434 | 0.6522 | 0.5357 | 0.8696 | 0.5882 | 0.7478 | 0.8510 |
| 0.3957 | 0.8101 | 3145 | 0.3561 | 0.8019 | 0.8974 | 0.8434 | 0.6522 | 0.5357 | 0.8696 | 0.5882 | 0.7478 | 0.8518 |
| 0.4545 | 0.8114 | 3150 | 0.3552 | 0.8302 | 0.9012 | 0.8795 | 0.6522 | 0.6 | 0.8902 | 0.625 | 0.7658 | 0.8518 |
| 0.4334 | 0.8127 | 3155 | 0.3568 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8559 |
| 0.4043 | 0.8140 | 3160 | 0.3536 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8583 |
| 0.3185 | 0.8153 | 3165 | 0.3516 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8604 |
| 0.3244 | 0.8166 | 3170 | 0.3528 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8620 |
| 0.3173 | 0.8179 | 3175 | 0.3509 | 0.8396 | 0.8929 | 0.9036 | 0.6087 | 0.6364 | 0.8982 | 0.6222 | 0.7562 | 0.8664 |
| 0.3081 | 0.8191 | 3180 | 0.3507 | 0.8396 | 0.8929 | 0.9036 | 0.6087 | 0.6364 | 0.8982 | 0.6222 | 0.7562 | 0.8672 |
| 0.3916 | 0.8204 | 3185 | 0.3503 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8677 |
| 0.4489 | 0.8217 | 3190 | 0.3513 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8667 |
| 0.4338 | 0.8230 | 3195 | 0.3499 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8649 |
| 0.3591 | 0.8243 | 3200 | 0.3497 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8638 |
| 0.3575 | 0.8256 | 3205 | 0.3488 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8614 |
| 0.3281 | 0.8269 | 3210 | 0.3517 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8625 |
| 0.2876 | 0.8282 | 3215 | 0.3482 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8646 |
| 0.318 | 0.8294 | 3220 | 0.3503 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8662 |
| 0.4043 | 0.8307 | 3225 | 0.3543 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8638 |
| 0.3692 | 0.8320 | 3230 | 0.3615 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8622 |
| 0.3701 | 0.8333 | 3235 | 0.3643 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 | 0.8588 |
| 0.3676 | 0.8346 | 3240 | 0.3603 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8578 |
| 0.3506 | 0.8359 | 3245 | 0.3620 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8567 |
| 0.362 | 0.8372 | 3250 | 0.3653 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8541 |
| 0.3282 | 0.8385 | 3255 | 0.3651 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8531 |
| 0.4167 | 0.8397 | 3260 | 0.3632 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8504 |
| 0.295 | 0.8410 | 3265 | 0.3643 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8476 |
| 0.3269 | 0.8423 | 3270 | 0.3618 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8531 |
| 0.3829 | 0.8436 | 3275 | 0.3616 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8518 |
| 0.3808 | 0.8449 | 3280 | 0.3618 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8518 |
| 0.3659 | 0.8462 | 3285 | 0.3614 | 0.8113 | 0.8987 | 0.8554 | 0.6522 | 0.5556 | 0.8765 | 0.6 | 0.7538 | 0.8512 |
| 0.3357 | 0.8475 | 3290 | 0.3608 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8518 |
| 0.3442 | 0.8488 | 3295 | 0.3591 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8536 |
| 0.3833 | 0.8500 | 3300 | 0.3592 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8520 |
| 0.3345 | 0.8513 | 3305 | 0.3611 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8525 |
| 0.3872 | 0.8526 | 3310 | 0.3648 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8533 |
| 0.3772 | 0.8539 | 3315 | 0.3669 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8533 |
| 0.3773 | 0.8552 | 3320 | 0.3635 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8525 |
| 0.3356 | 0.8565 | 3325 | 0.3653 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8504 |
| 0.4061 | 0.8578 | 3330 | 0.3646 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8507 |
| 0.3801 | 0.8591 | 3335 | 0.3640 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8525 |
| 0.3012 | 0.8604 | 3340 | 0.3608 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8562 |
| 0.4017 | 0.8616 | 3345 | 0.3629 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8528 |
| 0.3119 | 0.8629 | 3350 | 0.3600 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8573 |
| 0.3377 | 0.8642 | 3355 | 0.3583 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8570 |
| 0.2576 | 0.8655 | 3360 | 0.3586 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8570 |
| 0.4625 | 0.8668 | 3365 | 0.3574 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8588 |
| 0.322 | 0.8681 | 3370 | 0.3565 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8620 |
| 0.3737 | 0.8694 | 3375 | 0.3571 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8622 |
| 0.3401 | 0.8707 | 3380 | 0.3550 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8604 |
| 0.3528 | 0.8719 | 3385 | 0.3544 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8612 |
| 0.3853 | 0.8732 | 3390 | 0.3548 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8620 |
| 0.3358 | 0.8745 | 3395 | 0.3536 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8625 |
| 0.3221 | 0.8758 | 3400 | 0.3559 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8609 |
| 0.3518 | 0.8771 | 3405 | 0.3594 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8607 |
| 0.4479 | 0.8784 | 3410 | 0.3577 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8570 |
| 0.3277 | 0.8797 | 3415 | 0.3563 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8583 |
| 0.3854 | 0.8810 | 3420 | 0.3566 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8586 |
| 0.2981 | 0.8822 | 3425 | 0.3570 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8591 |
| 0.3804 | 0.8835 | 3430 | 0.3562 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8594 |
| 0.3731 | 0.8848 | 3435 | 0.3546 | 0.7925 | 0.8861 | 0.8434 | 0.6087 | 0.5185 | 0.8642 | 0.56 | 0.7260 | 0.8578 |
| 0.3936 | 0.8861 | 3440 | 0.3535 | 0.8019 | 0.8875 | 0.8554 | 0.6087 | 0.5385 | 0.8712 | 0.5714 | 0.7321 | 0.8604 |
| 0.3721 | 0.8874 | 3445 | 0.3548 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8588 |
| 0.3691 | 0.8887 | 3450 | 0.3568 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8557 |
| 0.3477 | 0.8900 | 3455 | 0.3574 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8570 |
| 0.3801 | 0.8913 | 3460 | 0.3576 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8607 |
| 0.3904 | 0.8926 | 3465 | 0.3567 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8612 |
| 0.3119 | 0.8938 | 3470 | 0.3568 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8609 |
| 0.3792 | 0.8951 | 3475 | 0.3568 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8575 |
| 0.2897 | 0.8964 | 3480 | 0.3561 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8607 |
| 0.3825 | 0.8977 | 3485 | 0.3562 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8594 |
| 0.3778 | 0.8990 | 3490 | 0.3582 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8583 |
| 0.3085 | 0.9003 | 3495 | 0.3612 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8575 |
| 0.3816 | 0.9016 | 3500 | 0.3594 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8591 |
| 0.4107 | 0.9029 | 3505 | 0.3614 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8580 |
| 0.4265 | 0.9041 | 3510 | 0.3583 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8580 |
| 0.4062 | 0.9054 | 3515 | 0.3610 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8544 |
| 0.3572 | 0.9067 | 3520 | 0.3611 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8559 |
| 0.3939 | 0.9080 | 3525 | 0.3617 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8533 |
| 0.2597 | 0.9093 | 3530 | 0.3611 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8531 |
| 0.368 | 0.9106 | 3535 | 0.3588 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8567 |
| 0.4207 | 0.9119 | 3540 | 0.3591 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8518 |
| 0.305 | 0.9132 | 3545 | 0.3580 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8533 |
| 0.298 | 0.9144 | 3550 | 0.3583 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8510 |
| 0.4342 | 0.9157 | 3555 | 0.3607 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8499 |
| 0.3296 | 0.9170 | 3560 | 0.3554 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8580 |
| 0.3704 | 0.9183 | 3565 | 0.3591 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8528 |
| 0.3423 | 0.9196 | 3570 | 0.3561 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8562 |
| 0.4313 | 0.9209 | 3575 | 0.3560 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8549 |
| 0.4521 | 0.9222 | 3580 | 0.3546 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8575 |
| 0.315 | 0.9235 | 3585 | 0.3595 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8570 |
| 0.3449 | 0.9248 | 3590 | 0.3583 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8586 |
| 0.2827 | 0.9260 | 3595 | 0.3552 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8599 |
| 0.3733 | 0.9273 | 3600 | 0.3566 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8594 |
| 0.3687 | 0.9286 | 3605 | 0.3535 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8607 |
| 0.3641 | 0.9299 | 3610 | 0.3546 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8594 |
| 0.3533 | 0.9312 | 3615 | 0.3512 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8594 |
| 0.3156 | 0.9325 | 3620 | 0.3535 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8588 |
| 0.3224 | 0.9338 | 3625 | 0.3525 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8643 |
| 0.3891 | 0.9351 | 3630 | 0.3546 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8596 |
| 0.3363 | 0.9363 | 3635 | 0.3564 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8578 |
| 0.3987 | 0.9376 | 3640 | 0.3558 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8609 |
| 0.3308 | 0.9389 | 3645 | 0.3521 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8625 |
| 0.3764 | 0.9402 | 3650 | 0.3532 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8599 |
| 0.3667 | 0.9415 | 3655 | 0.3532 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8609 |
| 0.4736 | 0.9428 | 3660 | 0.3556 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8620 |
| 0.4006 | 0.9441 | 3665 | 0.3530 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8609 |
| 0.3148 | 0.9454 | 3670 | 0.3525 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8580 |
| 0.4209 | 0.9466 | 3675 | 0.3542 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8599 |
| 0.422 | 0.9479 | 3680 | 0.3544 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8549 |
| 0.3193 | 0.9492 | 3685 | 0.3528 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8617 |
| 0.3472 | 0.9505 | 3690 | 0.3534 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8599 |
| 0.3257 | 0.9518 | 3695 | 0.3521 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8599 |
| 0.3029 | 0.9531 | 3700 | 0.3525 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8622 |
| 0.3605 | 0.9544 | 3705 | 0.3514 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8591 |
| 0.3382 | 0.9557 | 3710 | 0.3533 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8588 |
| 0.4264 | 0.9570 | 3715 | 0.3541 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8601 |
| 0.4044 | 0.9582 | 3720 | 0.3545 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8601 |
| 0.3554 | 0.9595 | 3725 | 0.3522 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8607 |
| 0.3931 | 0.9608 | 3730 | 0.3540 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8594 |
| 0.3336 | 0.9621 | 3735 | 0.3552 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8580 |
| 0.4598 | 0.9634 | 3740 | 0.3542 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8588 |
| 0.3266 | 0.9647 | 3745 | 0.3551 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8591 |
| 0.2976 | 0.9660 | 3750 | 0.3534 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8625 |
| 0.3281 | 0.9673 | 3755 | 0.3536 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8588 |
| 0.3347 | 0.9685 | 3760 | 0.3547 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8578 |
| 0.4077 | 0.9698 | 3765 | 0.3525 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8601 |
| 0.404 | 0.9711 | 3770 | 0.3539 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8601 |
| 0.3069 | 0.9724 | 3775 | 0.3548 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8570 |
| 0.3813 | 0.9737 | 3780 | 0.3528 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8578 |
| 0.3177 | 0.9750 | 3785 | 0.3520 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8617 |
| 0.3552 | 0.9763 | 3790 | 0.3532 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8609 |
| 0.4038 | 0.9776 | 3795 | 0.3546 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8573 |
| 0.3405 | 0.9788 | 3800 | 0.3543 | 0.8113 | 0.8795 | 0.8795 | 0.5652 | 0.5652 | 0.8795 | 0.5652 | 0.7224 | 0.8591 |
| 0.2899 | 0.9801 | 3805 | 0.3538 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8609 |
| 0.3819 | 0.9814 | 3810 | 0.3542 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8562 |
| 0.3832 | 0.9827 | 3815 | 0.3556 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8594 |
| 0.394 | 0.9840 | 3820 | 0.3543 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8620 |
| 0.4245 | 0.9853 | 3825 | 0.3557 | 0.8208 | 0.8810 | 0.8916 | 0.5652 | 0.5909 | 0.8862 | 0.5778 | 0.7284 | 0.8588 |
| 0.3223 | 0.9866 | 3830 | 0.3561 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8552 |
| 0.3911 | 0.9879 | 3835 | 0.3540 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8620 |
| 0.3252 | 0.9891 | 3840 | 0.3528 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8625 |
| 0.4 | 0.9904 | 3845 | 0.3518 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8583 |
| 0.3918 | 0.9917 | 3850 | 0.3529 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8599 |
| 0.3462 | 0.9930 | 3855 | 0.3526 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 | 0.8612 |
| 0.4409 | 0.9943 | 3860 | 0.3547 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8596 |
| 0.3371 | 0.9956 | 3865 | 0.3552 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8575 |
| 0.3986 | 0.9969 | 3870 | 0.3513 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8643 |
| 0.2944 | 0.9982 | 3875 | 0.3513 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 | 0.8630 |
| 0.342 | 0.9995 | 3880 | 0.3540 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 | 0.8591 |
### Framework versions
- PEFT 0.13.2
- Transformers 4.46.3
- Pytorch 2.5.1+cu124
- Datasets 3.1.0
- Tokenizers 0.20.3 |