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wavlm-vindata-demo-dist
This model is a fine-tuned version of microsoft/wavlm-base on the PHONGDTD/VINDATAVLSP - NA dataset. It achieves the following results on the evaluation set:
- Loss: 3.4439
- Wer: 1.0
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: 0.0003
- train_batch_size: 1
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 2
- total_train_batch_size: 2
- total_eval_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 15.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 4.0704 | 0.01 | 100 | 3.8768 | 1.0 |
| 3.6236 | 0.01 | 200 | 3.4611 | 1.0 |
| 6.597 | 0.02 | 300 | 3.4557 | 1.0 |
| 3.4744 | 0.03 | 400 | 3.4567 | 1.0 |
| 5.3992 | 0.04 | 500 | 3.4631 | 1.0 |
| 4.5348 | 0.04 | 600 | 3.4651 | 1.0 |
| 3.2457 | 0.05 | 700 | 3.4917 | 1.0 |
| 3.9245 | 0.06 | 800 | 3.4680 | 1.0 |
| 3.2904 | 0.07 | 900 | 3.4518 | 1.0 |
| 3.4768 | 0.07 | 1000 | 3.4506 | 1.0 |
| 3.2418 | 0.08 | 1100 | 3.4474 | 1.0 |
| 3.3111 | 0.09 | 1200 | 3.4684 | 1.0 |
| 3.986 | 0.09 | 1300 | 3.4465 | 1.0 |
| 4.3206 | 0.1 | 1400 | 3.4723 | 1.0 |
| 4.682 | 0.11 | 1500 | 3.4732 | 1.0 |
| 4.858 | 0.12 | 1600 | 3.4416 | 1.0 |
| 3.2949 | 0.12 | 1700 | 3.4481 | 1.0 |
| 3.4435 | 0.13 | 1800 | 3.4570 | 1.0 |
| 5.0695 | 0.14 | 1900 | 3.4448 | 1.0 |
| 3.4962 | 0.14 | 2000 | 3.4416 | 1.0 |
| 3.4891 | 0.15 | 2100 | 3.4455 | 1.0 |
| 4.1281 | 0.16 | 2200 | 3.4447 | 1.0 |
| 3.5956 | 0.17 | 2300 | 3.4512 | 1.0 |
| 3.6312 | 0.17 | 2400 | 3.4484 | 1.0 |
| 4.5383 | 0.18 | 2500 | 3.4435 | 1.0 |
| 6.1329 | 0.19 | 2600 | 3.4530 | 1.0 |
| 3.709 | 0.2 | 2700 | 3.4466 | 1.0 |
| 3.289 | 0.2 | 2800 | 3.4463 | 1.0 |
| 4.3301 | 0.21 | 2900 | 3.4418 | 1.0 |
| 4.6656 | 0.22 | 3000 | 3.4447 | 1.0 |
| 3.4288 | 0.22 | 3100 | 3.4715 | 1.0 |
| 3.5506 | 0.23 | 3200 | 3.4437 | 1.0 |
| 3.7497 | 0.24 | 3300 | 3.4910 | 1.0 |
| 3.5198 | 0.25 | 3400 | 3.4574 | 1.0 |
| 3.4183 | 0.25 | 3500 | 3.4607 | 1.0 |
| 4.5573 | 0.26 | 3600 | 3.4421 | 1.0 |
| 3.5737 | 0.27 | 3700 | 3.4481 | 1.0 |
| 4.9008 | 0.28 | 3800 | 3.4411 | 1.0 |
| 4.8725 | 0.28 | 3900 | 3.4422 | 1.0 |
| 3.5799 | 0.29 | 4000 | 3.4659 | 1.0 |
| 3.3257 | 0.3 | 4100 | 3.4519 | 1.0 |
| 3.6887 | 0.3 | 4200 | 3.4827 | 1.0 |
| 3.3037 | 0.31 | 4300 | 3.4632 | 1.0 |
| 5.5543 | 0.32 | 4400 | 3.4480 | 1.0 |
| 3.2898 | 0.33 | 4500 | 3.4404 | 1.0 |
| 3.2794 | 0.33 | 4600 | 3.4633 | 1.0 |
| 3.7896 | 0.34 | 4700 | 3.4439 | 1.0 |
| 3.6662 | 0.35 | 4800 | 3.4587 | 1.0 |
| 3.588 | 0.35 | 4900 | 3.4520 | 1.0 |
| 4.0535 | 0.36 | 5000 | 3.4450 | 1.0 |
| 3.4335 | 0.37 | 5100 | 3.4577 | 1.0 |
| 3.6317 | 0.38 | 5200 | 3.4443 | 1.0 |
| 5.2564 | 0.38 | 5300 | 3.4505 | 1.0 |
| 3.8781 | 0.39 | 5400 | 3.4418 | 1.0 |
| 4.6269 | 0.4 | 5500 | 3.4425 | 1.0 |
| 3.6095 | 0.41 | 5600 | 3.4581 | 1.0 |
| 4.6164 | 0.41 | 5700 | 3.4404 | 1.0 |
| 3.117 | 0.42 | 5800 | 3.4596 | 1.0 |
| 4.3939 | 0.43 | 5900 | 3.4401 | 1.0 |
| 3.5856 | 0.43 | 6000 | 3.4413 | 1.0 |
| 3.5187 | 0.44 | 6100 | 3.4452 | 1.0 |
| 4.7991 | 0.45 | 6200 | 3.4481 | 1.0 |
| 3.3905 | 0.46 | 6300 | 3.4420 | 1.0 |
| 3.5086 | 0.46 | 6400 | 3.4494 | 1.0 |
| 4.8217 | 0.47 | 6500 | 3.4477 | 1.0 |
| 3.3193 | 0.48 | 6600 | 3.4382 | 1.0 |
| 5.3482 | 0.49 | 6700 | 3.4580 | 1.0 |
| 3.3947 | 0.49 | 6800 | 3.4767 | 1.0 |
| 6.3352 | 0.5 | 6900 | 3.4476 | 1.0 |
| 3.4448 | 0.51 | 7000 | 3.4557 | 1.0 |
| 3.5358 | 0.51 | 7100 | 3.4438 | 1.0 |
| 3.3499 | 0.52 | 7200 | 3.4445 | 1.0 |
| 3.6932 | 0.53 | 7300 | 3.4463 | 1.0 |
| 6.9058 | 0.54 | 7400 | 3.4482 | 1.0 |
| 4.5514 | 0.54 | 7500 | 3.4422 | 1.0 |
| 3.517 | 0.55 | 7600 | 3.4505 | 1.0 |
| 7.4479 | 0.56 | 7700 | 3.4461 | 1.0 |
| 3.3761 | 0.56 | 7800 | 3.4511 | 1.0 |
| 4.5925 | 0.57 | 7900 | 3.4389 | 1.0 |
| 5.2682 | 0.58 | 8000 | 3.4563 | 1.0 |
| 5.6748 | 0.59 | 8100 | 3.4601 | 1.0 |
| 4.4335 | 0.59 | 8200 | 3.4439 | 1.0 |
| 5.1686 | 0.6 | 8300 | 3.4444 | 1.0 |
| 3.5245 | 0.61 | 8400 | 3.4629 | 1.0 |
| 4.9426 | 0.62 | 8500 | 3.4389 | 1.0 |
| 4.4654 | 0.62 | 8600 | 3.4427 | 1.0 |
| 3.5626 | 0.63 | 8700 | 3.4521 | 1.0 |
| 4.7086 | 0.64 | 8800 | 3.4489 | 1.0 |
| 3.238 | 0.64 | 8900 | 3.4478 | 1.0 |
| 4.2738 | 0.65 | 9000 | 3.4510 | 1.0 |
| 3.4468 | 0.66 | 9100 | 3.4411 | 1.0 |
| 3.2292 | 0.67 | 9200 | 3.4416 | 1.0 |
| 3.4972 | 0.67 | 9300 | 3.4643 | 1.0 |
| 7.3434 | 0.68 | 9400 | 3.4587 | 1.0 |
| 3.708 | 0.69 | 9500 | 3.4799 | 1.0 |
| 4.6466 | 0.69 | 9600 | 3.4490 | 1.0 |
| 3.3347 | 0.7 | 9700 | 3.4532 | 1.0 |
| 5.1486 | 0.71 | 9800 | 3.4427 | 1.0 |
| 3.6456 | 0.72 | 9900 | 3.4492 | 1.0 |
| 5.3904 | 0.72 | 10000 | 3.4497 | 1.0 |
| 4.8832 | 0.73 | 10100 | 3.4476 | 1.0 |
| 3.4482 | 0.74 | 10200 | 3.4539 | 1.0 |
| 3.617 | 0.75 | 10300 | 3.4547 | 1.0 |
| 5.4691 | 0.75 | 10400 | 3.4663 | 1.0 |
| 4.2759 | 0.76 | 10500 | 3.4401 | 1.0 |
| 8.2106 | 0.77 | 10600 | 3.4404 | 1.0 |
| 3.4894 | 0.77 | 10700 | 3.4426 | 1.0 |
| 3.6875 | 0.78 | 10800 | 3.4439 | 1.0 |
| 3.3277 | 0.79 | 10900 | 3.4446 | 1.0 |
| 4.5175 | 0.8 | 11000 | 3.4456 | 1.0 |
| 5.2161 | 0.8 | 11100 | 3.4388 | 1.0 |
| 3.5234 | 0.81 | 11200 | 3.4418 | 1.0 |
| 4.2212 | 0.82 | 11300 | 3.4392 | 1.0 |
| 3.6923 | 0.83 | 11400 | 3.4494 | 1.0 |
| 3.4863 | 0.83 | 11500 | 3.4572 | 1.0 |
| 6.3201 | 0.84 | 11600 | 3.4377 | 1.0 |
| 3.7543 | 0.85 | 11700 | 3.4533 | 1.0 |
| 3.3959 | 0.85 | 11800 | 3.4600 | 1.0 |
| 3.5691 | 0.86 | 11900 | 3.4673 | 1.0 |
| 3.49 | 0.87 | 12000 | 3.4407 | 1.0 |
| 7.1165 | 0.88 | 12100 | 3.4427 | 1.0 |
| 6.731 | 0.88 | 12200 | 3.4394 | 1.0 |
| 4.4682 | 0.89 | 12300 | 3.4407 | 1.0 |
| 3.3696 | 0.9 | 12400 | 3.4415 | 1.0 |
| 4.0241 | 0.9 | 12500 | 3.4454 | 1.0 |
| 3.521 | 0.91 | 12600 | 3.4379 | 1.0 |
| 5.5273 | 0.92 | 12700 | 3.4423 | 1.0 |
| 3.4781 | 0.93 | 12800 | 3.4635 | 1.0 |
| 3.4542 | 0.93 | 12900 | 3.4411 | 1.0 |
| 3.2363 | 0.94 | 13000 | 3.4396 | 1.0 |
| 5.3009 | 0.95 | 13100 | 3.4458 | 1.0 |
| 3.498 | 0.96 | 13200 | 3.4398 | 1.0 |
| 6.3325 | 0.96 | 13300 | 3.4514 | 1.0 |
| 3.5368 | 0.97 | 13400 | 3.4437 | 1.0 |
| 5.1164 | 0.98 | 13500 | 3.4623 | 1.0 |
| 3.6144 | 0.98 | 13600 | 3.4512 | 1.0 |
| 6.6018 | 0.99 | 13700 | 3.4493 | 1.0 |
| 3.7539 | 1.0 | 13800 | 3.4597 | 1.0 |
| 3.2903 | 1.01 | 13900 | 3.4813 | 1.0 |
| 3.3243 | 1.01 | 14000 | 3.4510 | 1.0 |
| 3.3485 | 1.02 | 14100 | 3.4389 | 1.0 |
| 3.6197 | 1.03 | 14200 | 3.4519 | 1.0 |
| 3.322 | 1.04 | 14300 | 3.4399 | 1.0 |
| 3.2897 | 1.04 | 14400 | 3.4378 | 1.0 |
| 3.3969 | 1.05 | 14500 | 3.4476 | 1.0 |
| 3.3289 | 1.06 | 14600 | 3.4646 | 1.0 |
| 3.3556 | 1.06 | 14700 | 3.4520 | 1.0 |
| 3.2527 | 1.07 | 14800 | 3.4575 | 1.0 |
| 3.4003 | 1.08 | 14900 | 3.4443 | 1.0 |
| 3.3171 | 1.09 | 15000 | 3.4434 | 1.0 |
| 3.4034 | 1.09 | 15100 | 3.4448 | 1.0 |
| 3.4363 | 1.1 | 15200 | 3.4560 | 1.0 |
| 3.3969 | 1.11 | 15300 | 3.4405 | 1.0 |
| 3.4134 | 1.11 | 15400 | 3.4408 | 1.0 |
| 3.5059 | 1.12 | 15500 | 3.4395 | 1.0 |
| 3.3963 | 1.13 | 15600 | 3.4488 | 1.0 |
| 3.2937 | 1.14 | 15700 | 3.4482 | 1.0 |
| 3.5635 | 1.14 | 15800 | 3.4621 | 1.0 |
| 3.4463 | 1.15 | 15900 | 3.4433 | 1.0 |
| 3.2588 | 1.16 | 16000 | 3.4434 | 1.0 |
| 3.3617 | 1.17 | 16100 | 3.4542 | 1.0 |
| 3.3721 | 1.17 | 16200 | 3.4388 | 1.0 |
| 3.3867 | 1.18 | 16300 | 3.4577 | 1.0 |
| 3.34 | 1.19 | 16400 | 3.4510 | 1.0 |
| 3.3676 | 1.19 | 16500 | 3.4434 | 1.0 |
| 3.5519 | 1.2 | 16600 | 3.4410 | 1.0 |
| 3.3129 | 1.21 | 16700 | 3.4507 | 1.0 |
| 3.3368 | 1.22 | 16800 | 3.4718 | 1.0 |
| 3.3107 | 1.22 | 16900 | 3.4439 | 1.0 |
| 3.2987 | 1.23 | 17000 | 3.4471 | 1.0 |
| 3.3102 | 1.24 | 17100 | 3.4435 | 1.0 |
| 3.2089 | 1.25 | 17200 | 3.4432 | 1.0 |
| 3.415 | 1.25 | 17300 | 3.4472 | 1.0 |
| 3.2884 | 1.26 | 17400 | 3.4388 | 1.0 |
| 3.3837 | 1.27 | 17500 | 3.4444 | 1.0 |
| 3.3181 | 1.27 | 17600 | 3.4438 | 1.0 |
| 3.3071 | 1.28 | 17700 | 3.4406 | 1.0 |
| 3.389 | 1.29 | 17800 | 3.4573 | 1.0 |
| 3.3246 | 1.3 | 17900 | 3.4580 | 1.0 |
| 3.3122 | 1.3 | 18000 | 3.4455 | 1.0 |
| 3.282 | 1.31 | 18100 | 3.4606 | 1.0 |
| 3.2671 | 1.32 | 18200 | 3.4378 | 1.0 |
| 3.3441 | 1.32 | 18300 | 3.4432 | 1.0 |
| 3.3115 | 1.33 | 18400 | 3.4458 | 1.0 |
| 3.3542 | 1.34 | 18500 | 3.4617 | 1.0 |
| 3.3924 | 1.35 | 18600 | 3.4549 | 1.0 |
| 3.4895 | 1.35 | 18700 | 3.4557 | 1.0 |
| 3.4071 | 1.36 | 18800 | 3.4462 | 1.0 |
| 3.3373 | 1.37 | 18900 | 3.4606 | 1.0 |
| 3.3497 | 1.38 | 19000 | 3.4458 | 1.0 |
| 3.3088 | 1.38 | 19100 | 3.4712 | 1.0 |
| 3.333 | 1.39 | 19200 | 3.4483 | 1.0 |
| 3.3773 | 1.4 | 19300 | 3.4455 | 1.0 |
| 3.357 | 1.4 | 19400 | 3.4379 | 1.0 |
| 3.3506 | 1.41 | 19500 | 3.4477 | 1.0 |
| 3.2944 | 1.42 | 19600 | 3.4478 | 1.0 |
| 3.241 | 1.43 | 19700 | 3.4492 | 1.0 |
| 3.4317 | 1.43 | 19800 | 3.4441 | 1.0 |
| 3.3478 | 1.44 | 19900 | 3.4385 | 1.0 |
| 3.3952 | 1.45 | 20000 | 3.4437 | 1.0 |
| 3.4808 | 1.46 | 20100 | 3.4644 | 1.0 |
| 3.3625 | 1.46 | 20200 | 3.4529 | 1.0 |
| 3.4842 | 1.47 | 20300 | 3.4524 | 1.0 |
| 3.3887 | 1.48 | 20400 | 3.4551 | 1.0 |
| 3.3198 | 1.48 | 20500 | 3.4433 | 1.0 |
| 3.3397 | 1.49 | 20600 | 3.4448 | 1.0 |
| 3.3173 | 1.5 | 20700 | 3.4590 | 1.0 |
| 3.3687 | 1.51 | 20800 | 3.4720 | 1.0 |
| 3.257 | 1.51 | 20900 | 3.4461 | 1.0 |
| 3.4451 | 1.52 | 21000 | 3.4541 | 1.0 |
| 3.2979 | 1.53 | 21100 | 3.4556 | 1.0 |
| 3.3566 | 1.53 | 21200 | 3.4438 | 1.0 |
| 3.3466 | 1.54 | 21300 | 3.4422 | 1.0 |
| 3.308 | 1.55 | 21400 | 3.4637 | 1.0 |
| 3.3952 | 1.56 | 21500 | 3.4435 | 1.0 |
| 3.4009 | 1.56 | 21600 | 3.4434 | 1.0 |
| 3.7952 | 1.57 | 21700 | 3.4675 | 1.0 |
| 3.3891 | 1.58 | 21800 | 3.4565 | 1.0 |
| 3.31 | 1.59 | 21900 | 3.4538 | 1.0 |
| 3.3186 | 1.59 | 22000 | 3.4492 | 1.0 |
| 3.3512 | 1.6 | 22100 | 3.4381 | 1.0 |
| 3.309 | 1.61 | 22200 | 3.4558 | 1.0 |
| 3.597 | 1.61 | 22300 | 3.4484 | 1.0 |
| 3.4474 | 1.62 | 22400 | 3.4574 | 1.0 |
| 3.3316 | 1.63 | 22500 | 3.4498 | 1.0 |
| 3.3909 | 1.64 | 22600 | 3.4384 | 1.0 |
| 3.6999 | 1.64 | 22700 | 3.4503 | 1.0 |
| 3.6071 | 1.65 | 22800 | 3.4578 | 1.0 |
| 3.2812 | 1.66 | 22900 | 3.4563 | 1.0 |
| 3.2921 | 1.67 | 23000 | 3.4564 | 1.0 |
| 3.3291 | 1.67 | 23100 | 3.4490 | 1.0 |
| 3.3454 | 1.68 | 23200 | 3.4403 | 1.0 |
| 3.4212 | 1.69 | 23300 | 3.4409 | 1.0 |
| 3.5481 | 1.69 | 23400 | 3.4534 | 1.0 |
| 3.2784 | 1.7 | 23500 | 3.4486 | 1.0 |
| 3.4625 | 1.71 | 23600 | 3.4413 | 1.0 |
| 3.2427 | 1.72 | 23700 | 3.4694 | 1.0 |
| 3.8438 | 1.72 | 23800 | 3.4444 | 1.0 |
| 3.4009 | 1.73 | 23900 | 3.4505 | 1.0 |
| 3.8029 | 1.74 | 24000 | 3.4712 | 1.0 |
| 3.36 | 1.74 | 24100 | 3.4552 | 1.0 |
| 3.2751 | 1.75 | 24200 | 3.4511 | 1.0 |
| 3.309 | 1.76 | 24300 | 3.4368 | 1.0 |
| 3.4597 | 1.77 | 24400 | 3.4517 | 1.0 |
| 3.2812 | 1.77 | 24500 | 3.4475 | 1.0 |
| 3.4425 | 1.78 | 24600 | 3.4413 | 1.0 |
| 3.3968 | 1.79 | 24700 | 3.4482 | 1.0 |
| 3.35 | 1.8 | 24800 | 3.4473 | 1.0 |
| 3.3156 | 1.8 | 24900 | 3.4435 | 1.0 |
| 3.3008 | 1.81 | 25000 | 3.4439 | 1.0 |
| 3.3365 | 1.82 | 25100 | 3.4382 | 1.0 |
| 3.5473 | 1.82 | 25200 | 3.4396 | 1.0 |
| 3.3568 | 1.83 | 25300 | 3.4577 | 1.0 |
| 3.28 | 1.84 | 25400 | 3.4458 | 1.0 |
| 3.4389 | 1.85 | 25500 | 3.4436 | 1.0 |
| 3.345 | 1.85 | 25600 | 3.4435 | 1.0 |
| 3.3295 | 1.86 | 25700 | 3.4428 | 1.0 |
| 4.4622 | 1.87 | 25800 | 3.4638 | 1.0 |
| 3.3717 | 1.88 | 25900 | 3.4450 | 1.0 |
| 3.3 | 1.88 | 26000 | 3.4616 | 1.0 |
| 3.3399 | 1.89 | 26100 | 3.4391 | 1.0 |
| 3.4243 | 1.9 | 26200 | 3.4375 | 1.0 |
| 3.326 | 1.9 | 26300 | 3.4533 | 1.0 |
| 3.3337 | 1.91 | 26400 | 3.4538 | 1.0 |
| 3.2655 | 1.92 | 26500 | 3.4460 | 1.0 |
| 3.2963 | 1.93 | 26600 | 3.4443 | 1.0 |
| 3.3967 | 1.93 | 26700 | 3.4392 | 1.0 |
| 3.3203 | 1.94 | 26800 | 3.4609 | 1.0 |
| 3.4581 | 1.95 | 26900 | 3.4388 | 1.0 |
| 3.2519 | 1.95 | 27000 | 3.4434 | 1.0 |
| 3.488 | 1.96 | 27100 | 3.4653 | 1.0 |
| 3.3446 | 1.97 | 27200 | 3.4465 | 1.0 |
| 3.4035 | 1.98 | 27300 | 3.4535 | 1.0 |
| 3.2898 | 1.98 | 27400 | 3.4442 | 1.0 |
| 3.3309 | 1.99 | 27500 | 3.4491 | 1.0 |
| 3.2765 | 2.0 | 27600 | 3.4477 | 1.0 |
| 3.3352 | 2.01 | 27700 | 3.4540 | 1.0 |
| 3.4456 | 2.01 | 27800 | 3.4602 | 1.0 |
| 3.6378 | 2.02 | 27900 | 3.4578 | 1.0 |
| 6.4491 | 2.03 | 28000 | 3.4494 | 1.0 |
| 6.1705 | 2.03 | 28100 | 3.4570 | 1.0 |
| 3.4253 | 2.04 | 28200 | 3.4504 | 1.0 |
| 3.4053 | 2.05 | 28300 | 3.4399 | 1.0 |
| 3.6719 | 2.06 | 28400 | 3.4464 | 1.0 |
| 3.2769 | 2.06 | 28500 | 3.4473 | 1.0 |
| 3.3132 | 2.07 | 28600 | 3.4484 | 1.0 |
| 3.3756 | 2.08 | 28700 | 3.4413 | 1.0 |
| 5.5583 | 2.08 | 28800 | 3.4411 | 1.0 |
| 3.6191 | 2.09 | 28900 | 3.4406 | 1.0 |
| 3.4681 | 2.1 | 29000 | 3.4461 | 1.0 |
| 4.463 | 2.11 | 29100 | 3.4409 | 1.0 |
| 3.4645 | 2.11 | 29200 | 3.4556 | 1.0 |
| 3.6549 | 2.12 | 29300 | 3.4545 | 1.0 |
| 3.437 | 2.13 | 29400 | 3.4410 | 1.0 |
| 3.5002 | 2.14 | 29500 | 3.4370 | 1.0 |
| 3.4375 | 2.14 | 29600 | 3.4407 | 1.0 |
| 3.3798 | 2.15 | 29700 | 3.4390 | 1.0 |
| 3.6778 | 2.16 | 29800 | 3.4386 | 1.0 |
| 3.4647 | 2.16 | 29900 | 3.4600 | 1.0 |
| 3.4328 | 2.17 | 30000 | 3.4492 | 1.0 |
| 3.4381 | 2.18 | 30100 | 3.4406 | 1.0 |
| 3.3253 | 2.19 | 30200 | 3.4461 | 1.0 |
| 3.4112 | 2.19 | 30300 | 3.4478 | 1.0 |
| 3.6158 | 2.2 | 30400 | 3.4482 | 1.0 |
| 3.5541 | 2.21 | 30500 | 3.4424 | 1.0 |
| 4.3339 | 2.22 | 30600 | 3.4432 | 1.0 |
| 3.818 | 2.22 | 30700 | 3.4453 | 1.0 |
| 3.8914 | 2.23 | 30800 | 3.4457 | 1.0 |
| 5.5706 | 2.24 | 30900 | 3.4605 | 1.0 |
| 4.3359 | 2.24 | 31000 | 3.4700 | 1.0 |
| 3.6418 | 2.25 | 31100 | 3.4558 | 1.0 |
| 3.4288 | 2.26 | 31200 | 3.4396 | 1.0 |
| 3.4512 | 2.27 | 31300 | 3.4411 | 1.0 |
| 3.3326 | 2.27 | 31400 | 3.4473 | 1.0 |
| 3.5872 | 2.28 | 31500 | 3.4400 | 1.0 |
| 3.5426 | 2.29 | 31600 | 3.4469 | 1.0 |
| 4.2227 | 2.29 | 31700 | 3.4499 | 1.0 |
| 3.5461 | 2.3 | 31800 | 3.4388 | 1.0 |
| 3.5507 | 2.31 | 31900 | 3.4503 | 1.0 |
| 3.5177 | 2.32 | 32000 | 3.4429 | 1.0 |
| 3.7237 | 2.32 | 32100 | 3.4617 | 1.0 |
| 3.3513 | 2.33 | 32200 | 3.4487 | 1.0 |
| 3.3827 | 2.34 | 32300 | 3.4678 | 1.0 |
| 3.3311 | 2.35 | 32400 | 3.4441 | 1.0 |
| 3.2852 | 2.35 | 32500 | 3.4433 | 1.0 |
| 3.5712 | 2.36 | 32600 | 3.4514 | 1.0 |
| 4.6259 | 2.37 | 32700 | 3.4520 | 1.0 |
| 3.8864 | 2.37 | 32800 | 3.4544 | 1.0 |
| 3.3284 | 2.38 | 32900 | 3.4444 | 1.0 |
| 3.6078 | 2.39 | 33000 | 3.4450 | 1.0 |
| 3.4026 | 2.4 | 33100 | 3.4454 | 1.0 |
| 3.7527 | 2.4 | 33200 | 3.4541 | 1.0 |
| 3.3741 | 2.41 | 33300 | 3.4386 | 1.0 |
| 3.4498 | 2.42 | 33400 | 3.4518 | 1.0 |
| 3.3424 | 2.43 | 33500 | 3.4554 | 1.0 |
| 4.8226 | 2.43 | 33600 | 3.4412 | 1.0 |
| 3.3503 | 2.44 | 33700 | 3.4434 | 1.0 |
| 3.509 | 2.45 | 33800 | 3.4393 | 1.0 |
| 3.586 | 2.45 | 33900 | 3.4375 | 1.0 |
| 3.5242 | 2.46 | 34000 | 3.4402 | 1.0 |
| 3.4351 | 2.47 | 34100 | 3.4389 | 1.0 |
| 3.4445 | 2.48 | 34200 | 3.4416 | 1.0 |
| 6.6676 | 2.48 | 34300 | 3.4571 | 1.0 |
| 4.3937 | 2.49 | 34400 | 3.4560 | 1.0 |
| 3.4177 | 2.5 | 34500 | 3.4482 | 1.0 |
| 3.3966 | 2.5 | 34600 | 3.4640 | 1.0 |
| 3.2845 | 2.51 | 34700 | 3.4538 | 1.0 |
| 3.438 | 2.52 | 34800 | 3.4555 | 1.0 |
| 3.3874 | 2.53 | 34900 | 3.4524 | 1.0 |
| 3.5068 | 2.53 | 35000 | 3.4448 | 1.0 |
| 4.2406 | 2.54 | 35100 | 3.4503 | 1.0 |
| 3.2986 | 2.55 | 35200 | 3.4538 | 1.0 |
| 3.4044 | 2.56 | 35300 | 3.4443 | 1.0 |
| 3.3105 | 2.56 | 35400 | 3.4391 | 1.0 |
| 3.4048 | 2.57 | 35500 | 3.4411 | 1.0 |
| 3.5645 | 2.58 | 35600 | 3.4488 | 1.0 |
| 3.4912 | 2.58 | 35700 | 3.4400 | 1.0 |
| 3.4028 | 2.59 | 35800 | 3.4390 | 1.0 |
| 3.4601 | 2.6 | 35900 | 3.4455 | 1.0 |
| 3.6066 | 2.61 | 36000 | 3.4441 | 1.0 |
| 4.5312 | 2.61 | 36100 | 3.4414 | 1.0 |
| 3.6372 | 2.62 | 36200 | 3.4421 | 1.0 |
| 4.1912 | 2.63 | 36300 | 3.4572 | 1.0 |
| 3.4793 | 2.64 | 36400 | 3.4419 | 1.0 |
| 4.5538 | 2.64 | 36500 | 3.4407 | 1.0 |
| 3.3823 | 2.65 | 36600 | 3.4446 | 1.0 |
| 3.3592 | 2.66 | 36700 | 3.4396 | 1.0 |
| 3.4974 | 2.66 | 36800 | 3.4529 | 1.0 |
| 3.4599 | 2.67 | 36900 | 3.4380 | 1.0 |
| 4.7097 | 2.68 | 37000 | 3.4654 | 1.0 |
| 6.7037 | 2.69 | 37100 | 3.4386 | 1.0 |
| 3.3465 | 2.69 | 37200 | 3.4652 | 1.0 |
| 4.9762 | 2.7 | 37300 | 3.4506 | 1.0 |
| 3.9189 | 2.71 | 37400 | 3.4427 | 1.0 |
| 3.4746 | 2.71 | 37500 | 3.4465 | 1.0 |
| 3.3842 | 2.72 | 37600 | 3.4470 | 1.0 |
| 3.2445 | 2.73 | 37700 | 3.4480 | 1.0 |
| 3.382 | 2.74 | 37800 | 3.4456 | 1.0 |
| 3.7279 | 2.74 | 37900 | 3.4431 | 1.0 |
| 3.4329 | 2.75 | 38000 | 3.4374 | 1.0 |
| 3.4607 | 2.76 | 38100 | 3.4447 | 1.0 |
| 3.2394 | 2.77 | 38200 | 3.4476 | 1.0 |
| 3.7795 | 2.77 | 38300 | 3.4380 | 1.0 |
| 3.4419 | 2.78 | 38400 | 3.4526 | 1.0 |
| 3.6452 | 2.79 | 38500 | 3.4428 | 1.0 |
| 3.3474 | 2.79 | 38600 | 3.4424 | 1.0 |
| 3.4645 | 2.8 | 38700 | 3.4479 | 1.0 |
| 4.1143 | 2.81 | 38800 | 3.4580 | 1.0 |
| 4.6453 | 2.82 | 38900 | 3.4585 | 1.0 |
| 4.022 | 2.82 | 39000 | 3.4567 | 1.0 |
| 4.3049 | 2.83 | 39100 | 3.4377 | 1.0 |
| 3.3382 | 2.84 | 39200 | 3.4413 | 1.0 |
| 3.6022 | 2.85 | 39300 | 3.4548 | 1.0 |
| 4.4217 | 2.85 | 39400 | 3.4411 | 1.0 |
| 3.5139 | 2.86 | 39500 | 3.4552 | 1.0 |
| 3.1215 | 2.87 | 39600 | 3.4471 | 1.0 |
| 3.4514 | 2.87 | 39700 | 3.4378 | 1.0 |
| 4.822 | 2.88 | 39800 | 3.4605 | 1.0 |
| 5.6699 | 2.89 | 39900 | 3.4489 | 1.0 |
| 3.4183 | 2.9 | 40000 | 3.4644 | 1.0 |
| 5.7492 | 2.9 | 40100 | 3.4514 | 1.0 |
| 3.2879 | 2.91 | 40200 | 3.4543 | 1.0 |
| 3.3076 | 2.92 | 40300 | 3.4450 | 1.0 |
| 5.2845 | 2.92 | 40400 | 3.4459 | 1.0 |
| 3.7927 | 2.93 | 40500 | 3.4481 | 1.0 |
| 7.1549 | 2.94 | 40600 | 3.4554 | 1.0 |
| 3.4544 | 2.95 | 40700 | 3.4486 | 1.0 |
| 3.2332 | 2.95 | 40800 | 3.4415 | 1.0 |
| 3.3714 | 2.96 | 40900 | 3.4521 | 1.0 |
| 3.5205 | 2.97 | 41000 | 3.4395 | 1.0 |
| 4.6267 | 2.98 | 41100 | 3.4622 | 1.0 |
| 6.7747 | 2.98 | 41200 | 3.4407 | 1.0 |
| 3.3091 | 2.99 | 41300 | 3.4422 | 1.0 |
| 3.7135 | 3.0 | 41400 | 3.4383 | 1.0 |
| 3.6261 | 3.0 | 41500 | 3.4482 | 1.0 |
| 3.3323 | 3.01 | 41600 | 3.4366 | 1.0 |
| 3.4544 | 3.02 | 41700 | 3.4376 | 1.0 |
| 3.6486 | 3.03 | 41800 | 3.4511 | 1.0 |
| 3.3333 | 3.03 | 41900 | 3.4397 | 1.0 |
| 3.35 | 3.04 | 42000 | 3.4486 | 1.0 |
| 3.3522 | 3.05 | 42100 | 3.4626 | 1.0 |
| 3.4359 | 3.06 | 42200 | 3.4462 | 1.0 |
| 3.4548 | 3.06 | 42300 | 3.4435 | 1.0 |
| 3.2711 | 3.07 | 42400 | 3.4450 | 1.0 |
| 3.2679 | 3.08 | 42500 | 3.4394 | 1.0 |
| 3.3703 | 3.08 | 42600 | 3.4539 | 1.0 |
| 3.3846 | 3.09 | 42700 | 3.4443 | 1.0 |
| 3.334 | 3.1 | 42800 | 3.4384 | 1.0 |
| 3.3429 | 3.11 | 42900 | 3.4625 | 1.0 |
| 3.282 | 3.11 | 43000 | 3.4419 | 1.0 |
| 3.3503 | 3.12 | 43100 | 3.4653 | 1.0 |
| 3.4923 | 3.13 | 43200 | 3.4380 | 1.0 |
| 3.4309 | 3.13 | 43300 | 3.4534 | 1.0 |
| 3.3292 | 3.14 | 43400 | 3.4448 | 1.0 |
| 3.4219 | 3.15 | 43500 | 3.4665 | 1.0 |
| 3.3848 | 3.16 | 43600 | 3.4473 | 1.0 |
| 3.3004 | 3.16 | 43700 | 3.4509 | 1.0 |
| 3.2002 | 3.17 | 43800 | 3.4493 | 1.0 |
| 3.2654 | 3.18 | 43900 | 3.4384 | 1.0 |
| 3.3394 | 3.19 | 44000 | 3.4388 | 1.0 |
| 3.2365 | 3.19 | 44100 | 3.4491 | 1.0 |
| 3.2846 | 3.2 | 44200 | 3.4404 | 1.0 |
| 3.3973 | 3.21 | 44300 | 3.4426 | 1.0 |
| 3.3367 | 3.21 | 44400 | 3.4690 | 1.0 |
| 3.2747 | 3.22 | 44500 | 3.4378 | 1.0 |
| 3.4307 | 3.23 | 44600 | 3.4395 | 1.0 |
| 3.3685 | 3.24 | 44700 | 3.4431 | 1.0 |
| 3.321 | 3.24 | 44800 | 3.4557 | 1.0 |
| 3.3541 | 3.25 | 44900 | 3.4489 | 1.0 |
| 3.2282 | 3.26 | 45000 | 3.4393 | 1.0 |
| 3.3811 | 3.27 | 45100 | 3.4463 | 1.0 |
| 3.3014 | 3.27 | 45200 | 3.4505 | 1.0 |
| 3.3617 | 3.28 | 45300 | 3.4475 | 1.0 |
| 3.3953 | 3.29 | 45400 | 3.4430 | 1.0 |
| 3.3999 | 3.29 | 45500 | 3.4417 | 1.0 |
| 3.4098 | 3.3 | 45600 | 3.4503 | 1.0 |
| 3.1994 | 3.31 | 45700 | 3.4414 | 1.0 |
| 3.2185 | 3.32 | 45800 | 3.4485 | 1.0 |
| 3.2554 | 3.32 | 45900 | 3.4477 | 1.0 |
| 3.4302 | 3.33 | 46000 | 3.4508 | 1.0 |
| 3.366 | 3.34 | 46100 | 3.4440 | 1.0 |
| 3.4143 | 3.34 | 46200 | 3.4382 | 1.0 |
| 4.318 | 3.35 | 46300 | 3.4524 | 1.0 |
| 3.4233 | 3.36 | 46400 | 3.4451 | 1.0 |
| 3.3492 | 3.37 | 46500 | 3.4526 | 1.0 |
| 3.2399 | 3.37 | 46600 | 3.4462 | 1.0 |
| 3.421 | 3.38 | 46700 | 3.4432 | 1.0 |
| 3.2847 | 3.39 | 46800 | 3.4419 | 1.0 |
| 3.4062 | 3.4 | 46900 | 3.4405 | 1.0 |
| 3.3822 | 3.4 | 47000 | 3.4434 | 1.0 |
| 3.2789 | 3.41 | 47100 | 3.4444 | 1.0 |
| 3.2508 | 3.42 | 47200 | 3.4501 | 1.0 |
| 3.3867 | 3.42 | 47300 | 3.4498 | 1.0 |
| 3.3275 | 3.43 | 47400 | 3.4505 | 1.0 |
| 3.424 | 3.44 | 47500 | 3.4448 | 1.0 |
| 3.2418 | 3.45 | 47600 | 3.4450 | 1.0 |
| 3.3037 | 3.45 | 47700 | 3.4493 | 1.0 |
| 3.2562 | 3.46 | 47800 | 3.4466 | 1.0 |
| 3.3241 | 3.47 | 47900 | 3.4385 | 1.0 |
| 3.5569 | 3.47 | 48000 | 3.4427 | 1.0 |
| 3.298 | 3.48 | 48100 | 3.4667 | 1.0 |
| 3.3401 | 3.49 | 48200 | 3.4440 | 1.0 |
| 3.2824 | 3.5 | 48300 | 3.4427 | 1.0 |
| 3.3829 | 3.5 | 48400 | 3.4398 | 1.0 |
| 3.3595 | 3.51 | 48500 | 3.4421 | 1.0 |
| 3.286 | 3.52 | 48600 | 3.4517 | 1.0 |
| 3.3494 | 3.53 | 48700 | 3.4429 | 1.0 |
| 3.3507 | 3.53 | 48800 | 3.4422 | 1.0 |
| 3.3598 | 3.54 | 48900 | 3.4439 | 1.0 |
| 3.3141 | 3.55 | 49000 | 3.4544 | 1.0 |
| 3.4548 | 3.55 | 49100 | 3.4415 | 1.0 |
| 3.3278 | 3.56 | 49200 | 3.4474 | 1.0 |
| 3.4088 | 3.57 | 49300 | 3.4498 | 1.0 |
| 3.4046 | 3.58 | 49400 | 3.4554 | 1.0 |
| 3.2847 | 3.58 | 49500 | 3.4393 | 1.0 |
| 3.3162 | 3.59 | 49600 | 3.4594 | 1.0 |
| 3.2493 | 3.6 | 49700 | 3.4514 | 1.0 |
| 3.3466 | 3.61 | 49800 | 3.4514 | 1.0 |
| 3.3279 | 3.61 | 49900 | 3.4462 | 1.0 |
| 3.29 | 3.62 | 50000 | 3.4466 | 1.0 |
| 3.2374 | 3.63 | 50100 | 3.4575 | 1.0 |
| 3.3499 | 3.63 | 50200 | 3.4392 | 1.0 |
| 3.251 | 3.64 | 50300 | 3.4556 | 1.0 |
| 3.3692 | 3.65 | 50400 | 3.4498 | 1.0 |
| 3.3743 | 3.66 | 50500 | 3.4569 | 1.0 |
| 3.3662 | 3.66 | 50600 | 3.4463 | 1.0 |
| 3.302 | 3.67 | 50700 | 3.4445 | 1.0 |
| 3.2863 | 3.68 | 50800 | 3.4475 | 1.0 |
| 3.4266 | 3.68 | 50900 | 3.4370 | 1.0 |
| 3.2988 | 3.69 | 51000 | 3.4476 | 1.0 |
| 3.9581 | 3.7 | 51100 | 3.4382 | 1.0 |
| 3.4516 | 3.71 | 51200 | 3.4526 | 1.0 |
| 3.4259 | 3.71 | 51300 | 3.4414 | 1.0 |
| 3.3913 | 3.72 | 51400 | 3.4386 | 1.0 |
| 3.3606 | 3.73 | 51500 | 3.4458 | 1.0 |
| 3.4698 | 3.74 | 51600 | 3.4450 | 1.0 |
| 3.4285 | 3.74 | 51700 | 3.4493 | 1.0 |
| 3.265 | 3.75 | 51800 | 3.4369 | 1.0 |
| 3.4819 | 3.76 | 51900 | 3.4472 | 1.0 |
| 3.2869 | 3.76 | 52000 | 3.4580 | 1.0 |
| 3.2663 | 3.77 | 52100 | 3.4469 | 1.0 |
| 3.4325 | 3.78 | 52200 | 3.4423 | 1.0 |
| 3.3355 | 3.79 | 52300 | 3.4411 | 1.0 |
| 3.4324 | 3.79 | 52400 | 3.4456 | 1.0 |
| 3.3105 | 3.8 | 52500 | 3.4389 | 1.0 |
| 3.3588 | 3.81 | 52600 | 3.4403 | 1.0 |
| 3.3524 | 3.82 | 52700 | 3.4458 | 1.0 |
| 3.2466 | 3.82 | 52800 | 3.4447 | 1.0 |
| 3.2375 | 3.83 | 52900 | 3.4448 | 1.0 |
| 3.4006 | 3.84 | 53000 | 3.4456 | 1.0 |
| 3.3572 | 3.84 | 53100 | 3.4427 | 1.0 |
| 3.6162 | 3.85 | 53200 | 3.4379 | 1.0 |
| 3.3351 | 3.86 | 53300 | 3.4482 | 1.0 |
| 3.7101 | 3.87 | 53400 | 3.4393 | 1.0 |
| 3.3836 | 3.87 | 53500 | 3.4474 | 1.0 |
| 3.3357 | 3.88 | 53600 | 3.4573 | 1.0 |
| 3.3434 | 3.89 | 53700 | 3.4475 | 1.0 |
| 3.3349 | 3.89 | 53800 | 3.4659 | 1.0 |
| 3.3474 | 3.9 | 53900 | 3.4411 | 1.0 |
| 3.4007 | 3.91 | 54000 | 3.4446 | 1.0 |
| 3.4218 | 3.92 | 54100 | 3.4406 | 1.0 |
| 3.2115 | 3.92 | 54200 | 3.4422 | 1.0 |
| 3.2726 | 3.93 | 54300 | 3.4383 | 1.0 |
| 3.2999 | 3.94 | 54400 | 3.4423 | 1.0 |
| 3.3657 | 3.95 | 54500 | 3.4377 | 1.0 |
| 3.4015 | 3.95 | 54600 | 3.4433 | 1.0 |
| 3.3373 | 3.96 | 54700 | 3.4457 | 1.0 |
| 4.9872 | 3.97 | 54800 | 3.4420 | 1.0 |
| 3.3221 | 3.97 | 54900 | 3.4501 | 1.0 |
| 3.8059 | 3.98 | 55000 | 3.4501 | 1.0 |
| 3.2628 | 3.99 | 55100 | 3.4511 | 1.0 |
| 3.3822 | 4.0 | 55200 | 3.4409 | 1.0 |
| 3.5464 | 4.0 | 55300 | 3.4527 | 1.0 |
| 3.3661 | 4.01 | 55400 | 3.4436 | 1.0 |
| 3.4146 | 4.02 | 55500 | 3.4458 | 1.0 |
| 3.5756 | 4.03 | 55600 | 3.4409 | 1.0 |
| 3.3945 | 4.03 | 55700 | 3.4378 | 1.0 |
| 4.5275 | 4.04 | 55800 | 3.4558 | 1.0 |
| 3.7913 | 4.05 | 55900 | 3.4523 | 1.0 |
| 3.4445 | 4.05 | 56000 | 3.4446 | 1.0 |
| 3.51 | 4.06 | 56100 | 3.4488 | 1.0 |
| 6.5935 | 4.07 | 56200 | 3.4497 | 1.0 |
| 3.3548 | 4.08 | 56300 | 3.4443 | 1.0 |
| 3.4544 | 4.08 | 56400 | 3.4547 | 1.0 |
| 3.4206 | 4.09 | 56500 | 3.4476 | 1.0 |
| 3.3979 | 4.1 | 56600 | 3.4459 | 1.0 |
| 3.296 | 4.1 | 56700 | 3.4461 | 1.0 |
| 3.7186 | 4.11 | 56800 | 3.4407 | 1.0 |
| 3.8726 | 4.12 | 56900 | 3.4498 | 1.0 |
| 3.6704 | 4.13 | 57000 | 3.4535 | 1.0 |
| 3.4735 | 4.13 | 57100 | 3.4470 | 1.0 |
| 3.399 | 4.14 | 57200 | 3.4461 | 1.0 |
| 3.3507 | 4.15 | 57300 | 3.4405 | 1.0 |
| 3.3948 | 4.16 | 57400 | 3.4582 | 1.0 |
| 3.613 | 4.16 | 57500 | 3.4462 | 1.0 |
| 3.3553 | 4.17 | 57600 | 3.4507 | 1.0 |
| 3.5798 | 4.18 | 57700 | 3.4476 | 1.0 |
| 7.6315 | 4.18 | 57800 | 3.4412 | 1.0 |
| 3.4873 | 4.19 | 57900 | 3.4605 | 1.0 |
| 3.3193 | 4.2 | 58000 | 3.4458 | 1.0 |
| 3.4065 | 4.21 | 58100 | 3.4368 | 1.0 |
| 3.4813 | 4.21 | 58200 | 3.4464 | 1.0 |
| 3.2523 | 4.22 | 58300 | 3.4601 | 1.0 |
| 3.3384 | 4.23 | 58400 | 3.4449 | 1.0 |
| 3.2839 | 4.24 | 58500 | 3.4544 | 1.0 |
| 3.4564 | 4.24 | 58600 | 3.4412 | 1.0 |
| 3.3995 | 4.25 | 58700 | 3.4408 | 1.0 |
| 3.2107 | 4.26 | 58800 | 3.4463 | 1.0 |
| 4.0565 | 4.26 | 58900 | 3.4402 | 1.0 |
| 3.6744 | 4.27 | 59000 | 3.4537 | 1.0 |
| 3.3658 | 4.28 | 59100 | 3.4435 | 1.0 |
| 3.8134 | 4.29 | 59200 | 3.4491 | 1.0 |
| 3.3783 | 4.29 | 59300 | 3.4480 | 1.0 |
| 3.6206 | 4.3 | 59400 | 3.4403 | 1.0 |
| 3.4018 | 4.31 | 59500 | 3.4433 | 1.0 |
| 3.2325 | 4.31 | 59600 | 3.4419 | 1.0 |
| 3.3935 | 4.32 | 59700 | 3.4420 | 1.0 |
| 3.9773 | 4.33 | 59800 | 3.4477 | 1.0 |
| 3.3477 | 4.34 | 59900 | 3.4557 | 1.0 |
| 3.4817 | 4.34 | 60000 | 3.4421 | 1.0 |
| 3.8685 | 4.35 | 60100 | 3.4470 | 1.0 |
| 3.679 | 4.36 | 60200 | 3.4457 | 1.0 |
| 5.3659 | 4.37 | 60300 | 3.4416 | 1.0 |
| 3.2615 | 4.37 | 60400 | 3.4415 | 1.0 |
| 3.6087 | 4.38 | 60500 | 3.4398 | 1.0 |
| 4.1801 | 4.39 | 60600 | 3.4532 | 1.0 |
| 5.013 | 4.39 | 60700 | 3.4465 | 1.0 |
| 3.333 | 4.4 | 60800 | 3.4498 | 1.0 |
| 3.4247 | 4.41 | 60900 | 3.4542 | 1.0 |
| 3.424 | 4.42 | 61000 | 3.4436 | 1.0 |
| 3.317 | 4.42 | 61100 | 3.4405 | 1.0 |
| 3.4018 | 4.43 | 61200 | 3.4467 | 1.0 |
| 7.2156 | 4.44 | 61300 | 3.4436 | 1.0 |
| 3.3726 | 4.45 | 61400 | 3.4473 | 1.0 |
| 3.2895 | 4.45 | 61500 | 3.4400 | 1.0 |
| 3.2293 | 4.46 | 61600 | 3.4536 | 1.0 |
| 3.8397 | 4.47 | 61700 | 3.4489 | 1.0 |
| 3.3358 | 4.47 | 61800 | 3.4443 | 1.0 |
| 3.4085 | 4.48 | 61900 | 3.4472 | 1.0 |
| 3.4413 | 4.49 | 62000 | 3.4421 | 1.0 |
| 3.4222 | 4.5 | 62100 | 3.4480 | 1.0 |
| 3.4665 | 4.5 | 62200 | 3.4435 | 1.0 |
| 3.4058 | 4.51 | 62300 | 3.4399 | 1.0 |
| 3.4228 | 4.52 | 62400 | 3.4457 | 1.0 |
| 3.3362 | 4.52 | 62500 | 3.4453 | 1.0 |
| 4.3383 | 4.53 | 62600 | 3.4564 | 1.0 |
| 3.2802 | 4.54 | 62700 | 3.4392 | 1.0 |
| 5.0224 | 4.55 | 62800 | 3.4491 | 1.0 |
| 4.1092 | 4.55 | 62900 | 3.4400 | 1.0 |
| 3.6467 | 4.56 | 63000 | 3.4454 | 1.0 |
| 3.4197 | 4.57 | 63100 | 3.4411 | 1.0 |
| 3.4549 | 4.58 | 63200 | 3.4464 | 1.0 |
| 3.2333 | 4.58 | 63300 | 3.4454 | 1.0 |
| 3.3108 | 4.59 | 63400 | 3.4437 | 1.0 |
| 3.3897 | 4.6 | 63500 | 3.4382 | 1.0 |
| 3.2956 | 4.6 | 63600 | 3.4478 | 1.0 |
| 3.4244 | 4.61 | 63700 | 3.4439 | 1.0 |
| 4.3236 | 4.62 | 63800 | 3.4400 | 1.0 |
| 3.263 | 4.63 | 63900 | 3.4542 | 1.0 |
| 3.5322 | 4.63 | 64000 | 3.4548 | 1.0 |
| 3.613 | 4.64 | 64100 | 3.4442 | 1.0 |
| 3.7147 | 4.65 | 64200 | 3.4396 | 1.0 |
| 3.6781 | 4.66 | 64300 | 3.4444 | 1.0 |
| 3.1597 | 4.66 | 64400 | 3.4642 | 1.0 |
| 4.8173 | 4.67 | 64500 | 3.4397 | 1.0 |
| 3.7878 | 4.68 | 64600 | 3.4529 | 1.0 |
| 3.3288 | 4.68 | 64700 | 3.4423 | 1.0 |
| 3.3931 | 4.69 | 64800 | 3.4376 | 1.0 |
| 5.6842 | 4.7 | 64900 | 3.4396 | 1.0 |
| 3.62 | 4.71 | 65000 | 3.4419 | 1.0 |
| 3.3742 | 4.71 | 65100 | 3.4419 | 1.0 |
| 3.3207 | 4.72 | 65200 | 3.4392 | 1.0 |
| 3.6216 | 4.73 | 65300 | 3.4369 | 1.0 |
| 3.2954 | 4.73 | 65400 | 3.4461 | 1.0 |
| 3.3943 | 4.74 | 65500 | 3.4442 | 1.0 |
| 3.5041 | 4.75 | 65600 | 3.4433 | 1.0 |
| 3.5168 | 4.76 | 65700 | 3.4529 | 1.0 |
| 3.3715 | 4.76 | 65800 | 3.4446 | 1.0 |
| 3.3734 | 4.77 | 65900 | 3.4507 | 1.0 |
| 10.6923 | 4.78 | 66000 | 3.4468 | 1.0 |
| 3.4432 | 4.79 | 66100 | 3.4400 | 1.0 |
| 3.5521 | 4.79 | 66200 | 3.4573 | 1.0 |
| 4.9372 | 4.8 | 66300 | 3.4400 | 1.0 |
| 3.48 | 4.81 | 66400 | 3.4374 | 1.0 |
| 3.1794 | 4.81 | 66500 | 3.4379 | 1.0 |
| 3.4121 | 4.82 | 66600 | 3.4364 | 1.0 |
| 3.581 | 4.83 | 66700 | 3.4444 | 1.0 |
| 3.1135 | 4.84 | 66800 | 3.4380 | 1.0 |
| 3.4506 | 4.84 | 66900 | 3.4595 | 1.0 |
| 3.3243 | 4.85 | 67000 | 3.4433 | 1.0 |
| 3.3814 | 4.86 | 67100 | 3.4550 | 1.0 |
| 3.3557 | 4.86 | 67200 | 3.4374 | 1.0 |
| 3.2991 | 4.87 | 67300 | 3.4423 | 1.0 |
| 3.8854 | 4.88 | 67400 | 3.4398 | 1.0 |
| 3.7073 | 4.89 | 67500 | 3.4425 | 1.0 |
| 3.3739 | 4.89 | 67600 | 3.4492 | 1.0 |
| 3.435 | 4.9 | 67700 | 3.4512 | 1.0 |
| 10.5515 | 4.91 | 67800 | 3.4512 | 1.0 |
| 3.5227 | 4.92 | 67900 | 3.4493 | 1.0 |
| 3.2475 | 4.92 | 68000 | 3.4413 | 1.0 |
| 3.3387 | 4.93 | 68100 | 3.4474 | 1.0 |
| 3.365 | 4.94 | 68200 | 3.4426 | 1.0 |
| 4.1377 | 4.94 | 68300 | 3.4457 | 1.0 |
| 3.9188 | 4.95 | 68400 | 3.4437 | 1.0 |
| 3.5646 | 4.96 | 68500 | 3.4438 | 1.0 |
| 3.3686 | 4.97 | 68600 | 3.4477 | 1.0 |
| 3.1943 | 4.97 | 68700 | 3.4508 | 1.0 |
| 3.3747 | 4.98 | 68800 | 3.4453 | 1.0 |
| 3.8971 | 4.99 | 68900 | 3.4560 | 1.0 |
| 3.9434 | 5.0 | 69000 | 3.4457 | 1.0 |
| 3.3862 | 5.0 | 69100 | 3.4575 | 1.0 |
| 3.2693 | 5.01 | 69200 | 3.4436 | 1.0 |
| 3.2971 | 5.02 | 69300 | 3.4494 | 1.0 |
| 3.3175 | 5.02 | 69400 | 3.4432 | 1.0 |
| 3.3889 | 5.03 | 69500 | 3.4371 | 1.0 |
| 3.382 | 5.04 | 69600 | 3.4426 | 1.0 |
| 3.3396 | 5.05 | 69700 | 3.4383 | 1.0 |
| 3.5613 | 5.05 | 69800 | 3.4472 | 1.0 |
| 3.4392 | 5.06 | 69900 | 3.4437 | 1.0 |
| 3.2599 | 5.07 | 70000 | 3.4544 | 1.0 |
| 3.2819 | 5.07 | 70100 | 3.4459 | 1.0 |
| 3.3131 | 5.08 | 70200 | 3.4552 | 1.0 |
| 3.3471 | 5.09 | 70300 | 3.4513 | 1.0 |
| 3.4194 | 5.1 | 70400 | 3.4446 | 1.0 |
| 3.3565 | 5.1 | 70500 | 3.4424 | 1.0 |
| 3.3411 | 5.11 | 70600 | 3.4482 | 1.0 |
| 3.3473 | 5.12 | 70700 | 3.4514 | 1.0 |
| 3.3197 | 5.13 | 70800 | 3.4491 | 1.0 |
| 3.3466 | 5.13 | 70900 | 3.4573 | 1.0 |
| 3.3856 | 5.14 | 71000 | 3.4420 | 1.0 |
| 3.1905 | 5.15 | 71100 | 3.4469 | 1.0 |
| 3.3756 | 5.15 | 71200 | 3.4467 | 1.0 |
| 3.3498 | 5.16 | 71300 | 3.4479 | 1.0 |
| 3.3914 | 5.17 | 71400 | 3.4426 | 1.0 |
| 3.3885 | 5.18 | 71500 | 3.4419 | 1.0 |
| 3.4713 | 5.18 | 71600 | 3.4434 | 1.0 |
| 3.4077 | 5.19 | 71700 | 3.4472 | 1.0 |
| 3.3633 | 5.2 | 71800 | 3.4443 | 1.0 |
| 3.3677 | 5.21 | 71900 | 3.4413 | 1.0 |
| 3.3545 | 5.21 | 72000 | 3.4491 | 1.0 |
| 3.3415 | 5.22 | 72100 | 3.4423 | 1.0 |
| 3.3796 | 5.23 | 72200 | 3.4420 | 1.0 |
| 3.4989 | 5.23 | 72300 | 3.4415 | 1.0 |
| 3.3875 | 5.24 | 72400 | 3.4453 | 1.0 |
| 3.3728 | 5.25 | 72500 | 3.4534 | 1.0 |
| 3.3134 | 5.26 | 72600 | 3.4396 | 1.0 |
| 3.3634 | 5.26 | 72700 | 3.4472 | 1.0 |
| 3.2482 | 5.27 | 72800 | 3.4448 | 1.0 |
| 3.299 | 5.28 | 72900 | 3.4571 | 1.0 |
| 3.3579 | 5.28 | 73000 | 3.4440 | 1.0 |
| 3.6011 | 5.29 | 73100 | 3.4507 | 1.0 |
| 3.2451 | 5.3 | 73200 | 3.4430 | 1.0 |
| 3.399 | 5.31 | 73300 | 3.4443 | 1.0 |
| 3.3605 | 5.31 | 73400 | 3.4525 | 1.0 |
| 3.3511 | 5.32 | 73500 | 3.4520 | 1.0 |
| 3.3946 | 5.33 | 73600 | 3.4402 | 1.0 |
| 3.3602 | 5.34 | 73700 | 3.4383 | 1.0 |
| 3.3105 | 5.34 | 73800 | 3.4492 | 1.0 |
| 3.3346 | 5.35 | 73900 | 3.4428 | 1.0 |
| 3.4219 | 5.36 | 74000 | 3.4534 | 1.0 |
| 3.3491 | 5.36 | 74100 | 3.4603 | 1.0 |
| 3.4207 | 5.37 | 74200 | 3.4512 | 1.0 |
| 3.2418 | 5.38 | 74300 | 3.4474 | 1.0 |
| 3.2637 | 5.39 | 74400 | 3.4402 | 1.0 |
| 3.4331 | 5.39 | 74500 | 3.4576 | 1.0 |
| 3.3483 | 5.4 | 74600 | 3.4518 | 1.0 |
| 3.2825 | 5.41 | 74700 | 3.4526 | 1.0 |
| 3.5443 | 5.42 | 74800 | 3.4380 | 1.0 |
| 3.3637 | 5.42 | 74900 | 3.4525 | 1.0 |
| 3.2016 | 5.43 | 75000 | 3.4483 | 1.0 |
| 3.3641 | 5.44 | 75100 | 3.4389 | 1.0 |
| 3.3869 | 5.44 | 75200 | 3.4511 | 1.0 |
| 3.2595 | 5.45 | 75300 | 3.4498 | 1.0 |
| 3.401 | 5.46 | 75400 | 3.4496 | 1.0 |
| 3.4416 | 5.47 | 75500 | 3.4502 | 1.0 |
| 3.3949 | 5.47 | 75600 | 3.4400 | 1.0 |
| 3.279 | 5.48 | 75700 | 3.4461 | 1.0 |
| 3.343 | 5.49 | 75800 | 3.4419 | 1.0 |
| 3.3848 | 5.49 | 75900 | 3.4470 | 1.0 |
| 3.3605 | 5.5 | 76000 | 3.4430 | 1.0 |
| 3.2786 | 5.51 | 76100 | 3.4479 | 1.0 |
| 3.4013 | 5.52 | 76200 | 3.4469 | 1.0 |
| 3.2064 | 5.52 | 76300 | 3.4420 | 1.0 |
| 3.5022 | 5.53 | 76400 | 3.4475 | 1.0 |
| 3.3093 | 5.54 | 76500 | 3.4431 | 1.0 |
| 3.3647 | 5.55 | 76600 | 3.4392 | 1.0 |
| 3.3971 | 5.55 | 76700 | 3.4434 | 1.0 |
| 3.3352 | 5.56 | 76800 | 3.4485 | 1.0 |
| 3.3756 | 5.57 | 76900 | 3.4453 | 1.0 |
| 3.2675 | 5.57 | 77000 | 3.4456 | 1.0 |
| 3.3187 | 5.58 | 77100 | 3.4471 | 1.0 |
| 3.3915 | 5.59 | 77200 | 3.4434 | 1.0 |
| 3.522 | 5.6 | 77300 | 3.4579 | 1.0 |
| 3.3715 | 5.6 | 77400 | 3.4459 | 1.0 |
| 3.2879 | 5.61 | 77500 | 3.4450 | 1.0 |
| 3.4566 | 5.62 | 77600 | 3.4446 | 1.0 |
| 3.3802 | 5.63 | 77700 | 3.4458 | 1.0 |
| 3.3286 | 5.63 | 77800 | 3.4417 | 1.0 |
| 3.3506 | 5.64 | 77900 | 3.4582 | 1.0 |
| 3.3646 | 5.65 | 78000 | 3.4382 | 1.0 |
| 3.3679 | 5.65 | 78100 | 3.4399 | 1.0 |
| 3.2344 | 5.66 | 78200 | 3.4389 | 1.0 |
| 3.362 | 5.67 | 78300 | 3.4528 | 1.0 |
| 3.3598 | 5.68 | 78400 | 3.4411 | 1.0 |
| 3.4368 | 5.68 | 78500 | 3.4416 | 1.0 |
| 3.3668 | 5.69 | 78600 | 3.4501 | 1.0 |
| 3.4889 | 5.7 | 78700 | 3.4469 | 1.0 |
| 3.5421 | 5.7 | 78800 | 3.4499 | 1.0 |
| 3.4562 | 5.71 | 78900 | 3.4489 | 1.0 |
| 3.4175 | 5.72 | 79000 | 3.4456 | 1.0 |
| 3.3624 | 5.73 | 79100 | 3.4457 | 1.0 |
| 3.338 | 5.73 | 79200 | 3.4480 | 1.0 |
| 3.2783 | 5.74 | 79300 | 3.4398 | 1.0 |
| 3.3664 | 5.75 | 79400 | 3.4454 | 1.0 |
| 3.3883 | 5.76 | 79500 | 3.4511 | 1.0 |
| 3.3578 | 5.76 | 79600 | 3.4480 | 1.0 |
| 3.2831 | 5.77 | 79700 | 3.4425 | 1.0 |
| 3.5258 | 5.78 | 79800 | 3.4522 | 1.0 |
| 3.2697 | 5.78 | 79900 | 3.4398 | 1.0 |
| 3.291 | 5.79 | 80000 | 3.4395 | 1.0 |
| 3.3994 | 5.8 | 80100 | 3.4401 | 1.0 |
| 3.3379 | 5.81 | 80200 | 3.4414 | 1.0 |
| 3.334 | 5.81 | 80300 | 3.4576 | 1.0 |
| 3.4343 | 5.82 | 80400 | 3.4524 | 1.0 |
| 3.3857 | 5.83 | 80500 | 3.4445 | 1.0 |
| 3.3657 | 5.84 | 80600 | 3.4437 | 1.0 |
| 3.3229 | 5.84 | 80700 | 3.4539 | 1.0 |
| 3.2913 | 5.85 | 80800 | 3.4466 | 1.0 |
| 3.2929 | 5.86 | 80900 | 3.4471 | 1.0 |
| 3.4581 | 5.86 | 81000 | 3.4367 | 1.0 |
| 3.3521 | 5.87 | 81100 | 3.4395 | 1.0 |
| 3.6423 | 5.88 | 81200 | 3.4395 | 1.0 |
| 3.3993 | 5.89 | 81300 | 3.4488 | 1.0 |
| 3.3382 | 5.89 | 81400 | 3.4626 | 1.0 |
| 3.2858 | 5.9 | 81500 | 3.4393 | 1.0 |
| 3.3802 | 5.91 | 81600 | 3.4430 | 1.0 |
| 3.4808 | 5.91 | 81700 | 3.4421 | 1.0 |
| 3.2911 | 5.92 | 81800 | 3.4458 | 1.0 |
| 3.199 | 5.93 | 81900 | 3.4411 | 1.0 |
| 3.7089 | 5.94 | 82000 | 3.4402 | 1.0 |
| 3.32 | 5.94 | 82100 | 3.4524 | 1.0 |
| 3.2283 | 5.95 | 82200 | 3.4465 | 1.0 |
| 3.3001 | 5.96 | 82300 | 3.4429 | 1.0 |
| 3.33 | 5.97 | 82400 | 3.4535 | 1.0 |
| 3.3269 | 5.97 | 82500 | 3.4445 | 1.0 |
| 3.3572 | 5.98 | 82600 | 3.4459 | 1.0 |
| 3.2905 | 5.99 | 82700 | 3.4475 | 1.0 |
| 3.4236 | 5.99 | 82800 | 3.4455 | 1.0 |
| 4.1378 | 6.0 | 82900 | 3.4454 | 1.0 |
| 3.4648 | 6.01 | 83000 | 3.4569 | 1.0 |
| 3.2289 | 6.02 | 83100 | 3.4562 | 1.0 |
| 3.511 | 6.02 | 83200 | 3.4452 | 1.0 |
| 5.6152 | 6.03 | 83300 | 3.4684 | 1.0 |
| 3.2102 | 6.04 | 83400 | 3.4555 | 1.0 |
| 3.389 | 6.05 | 83500 | 3.4429 | 1.0 |
| 3.773 | 6.05 | 83600 | 3.4436 | 1.0 |
| 3.3612 | 6.06 | 83700 | 3.4383 | 1.0 |
| 3.316 | 6.07 | 83800 | 3.4421 | 1.0 |
| 3.4754 | 6.07 | 83900 | 3.4444 | 1.0 |
| 3.4536 | 6.08 | 84000 | 3.4461 | 1.0 |
| 3.4987 | 6.09 | 84100 | 3.4441 | 1.0 |
| 3.5025 | 6.1 | 84200 | 3.4423 | 1.0 |
| 3.167 | 6.1 | 84300 | 3.4381 | 1.0 |
| 3.3875 | 6.11 | 84400 | 3.4458 | 1.0 |
| 3.3446 | 6.12 | 84500 | 3.4491 | 1.0 |
| 3.4824 | 6.12 | 84600 | 3.4476 | 1.0 |
| 3.4264 | 6.13 | 84700 | 3.4443 | 1.0 |
| 3.3786 | 6.14 | 84800 | 3.4391 | 1.0 |
| 3.3554 | 6.15 | 84900 | 3.4447 | 1.0 |
| 3.2566 | 6.15 | 85000 | 3.4410 | 1.0 |
| 3.7839 | 6.16 | 85100 | 3.4471 | 1.0 |
| 10.7563 | 6.17 | 85200 | 3.4516 | 1.0 |
| 3.501 | 6.18 | 85300 | 3.4458 | 1.0 |
| 3.3805 | 6.18 | 85400 | 3.4441 | 1.0 |
| 3.3758 | 6.19 | 85500 | 3.4384 | 1.0 |
| 3.4565 | 6.2 | 85600 | 3.4457 | 1.0 |
| 3.3889 | 6.2 | 85700 | 3.4542 | 1.0 |
| 3.6664 | 6.21 | 85800 | 3.4572 | 1.0 |
| 3.4372 | 6.22 | 85900 | 3.4442 | 1.0 |
| 3.3461 | 6.23 | 86000 | 3.4430 | 1.0 |
| 3.3446 | 6.23 | 86100 | 3.4410 | 1.0 |
| 4.1477 | 6.24 | 86200 | 3.4521 | 1.0 |
| 3.2528 | 6.25 | 86300 | 3.4441 | 1.0 |
| 5.4615 | 6.25 | 86400 | 3.4386 | 1.0 |
| 3.3977 | 6.26 | 86500 | 3.4507 | 1.0 |
| 3.3648 | 6.27 | 86600 | 3.4488 | 1.0 |
| 3.875 | 6.28 | 86700 | 3.4477 | 1.0 |
| 3.8437 | 6.28 | 86800 | 3.4421 | 1.0 |
| 3.2904 | 6.29 | 86900 | 3.4458 | 1.0 |
| 3.6029 | 6.3 | 87000 | 3.4536 | 1.0 |
| 3.2774 | 6.31 | 87100 | 3.4452 | 1.0 |
| 3.3557 | 6.31 | 87200 | 3.4491 | 1.0 |
| 3.344 | 6.32 | 87300 | 3.4550 | 1.0 |
| 3.1771 | 6.33 | 87400 | 3.4414 | 1.0 |
| 3.2468 | 6.33 | 87500 | 3.4407 | 1.0 |
| 3.3878 | 6.34 | 87600 | 3.4409 | 1.0 |
| 3.3175 | 6.35 | 87700 | 3.4402 | 1.0 |
| 3.3398 | 6.36 | 87800 | 3.4422 | 1.0 |
| 3.3925 | 6.36 | 87900 | 3.4480 | 1.0 |
| 3.2327 | 6.37 | 88000 | 3.4380 | 1.0 |
| 3.5039 | 6.38 | 88100 | 3.4449 | 1.0 |
| 4.6598 | 6.39 | 88200 | 3.4443 | 1.0 |
| 3.2816 | 6.39 | 88300 | 3.4471 | 1.0 |
| 3.2072 | 6.4 | 88400 | 3.4370 | 1.0 |
| 3.2164 | 6.41 | 88500 | 3.4455 | 1.0 |
| 3.1742 | 6.41 | 88600 | 3.4416 | 1.0 |
| 3.298 | 6.42 | 88700 | 3.4424 | 1.0 |
| 4.2488 | 6.43 | 88800 | 3.4485 | 1.0 |
| 3.3554 | 6.44 | 88900 | 3.4421 | 1.0 |
| 3.469 | 6.44 | 89000 | 3.4442 | 1.0 |
| 3.7796 | 6.45 | 89100 | 3.4478 | 1.0 |
| 3.357 | 6.46 | 89200 | 3.4493 | 1.0 |
| 3.3099 | 6.46 | 89300 | 3.4422 | 1.0 |
| 3.343 | 6.47 | 89400 | 3.4484 | 1.0 |
| 3.1808 | 6.48 | 89500 | 3.4493 | 1.0 |
| 3.3544 | 6.49 | 89600 | 3.4404 | 1.0 |
| 3.2563 | 6.49 | 89700 | 3.4427 | 1.0 |
| 4.8257 | 6.5 | 89800 | 3.4409 | 1.0 |
| 3.3544 | 6.51 | 89900 | 3.4435 | 1.0 |
| 3.3013 | 6.52 | 90000 | 3.4442 | 1.0 |
| 3.4374 | 6.52 | 90100 | 3.4389 | 1.0 |
| 3.3702 | 6.53 | 90200 | 3.4461 | 1.0 |
| 3.8491 | 6.54 | 90300 | 3.4469 | 1.0 |
| 3.3713 | 6.54 | 90400 | 3.4456 | 1.0 |
| 3.36 | 6.55 | 90500 | 3.4600 | 1.0 |
| 3.4559 | 6.56 | 90600 | 3.4541 | 1.0 |
| 3.9838 | 6.57 | 90700 | 3.4411 | 1.0 |
| 3.3675 | 6.57 | 90800 | 3.4448 | 1.0 |
| 3.3384 | 6.58 | 90900 | 3.4437 | 1.0 |
| 3.3098 | 6.59 | 91000 | 3.4401 | 1.0 |
| 3.344 | 6.6 | 91100 | 3.4412 | 1.0 |
| 3.3974 | 6.6 | 91200 | 3.4383 | 1.0 |
| 3.3255 | 6.61 | 91300 | 3.4468 | 1.0 |
| 3.3193 | 6.62 | 91400 | 3.4410 | 1.0 |
| 3.3432 | 6.62 | 91500 | 3.4429 | 1.0 |
| 3.5861 | 6.63 | 91600 | 3.4501 | 1.0 |
| 3.4078 | 6.64 | 91700 | 3.4466 | 1.0 |
| 3.4045 | 6.65 | 91800 | 3.4507 | 1.0 |
| 3.2148 | 6.65 | 91900 | 3.4440 | 1.0 |
| 3.446 | 6.66 | 92000 | 3.4431 | 1.0 |
| 3.2581 | 6.67 | 92100 | 3.4421 | 1.0 |
| 3.4569 | 6.67 | 92200 | 3.4477 | 1.0 |
| 3.3271 | 6.68 | 92300 | 3.4384 | 1.0 |
| 3.3428 | 6.69 | 92400 | 3.4379 | 1.0 |
| 5.7004 | 6.7 | 92500 | 3.4444 | 1.0 |
| 3.3441 | 6.7 | 92600 | 3.4525 | 1.0 |
| 3.4577 | 6.71 | 92700 | 3.4529 | 1.0 |
| 3.2188 | 6.72 | 92800 | 3.4386 | 1.0 |
| 3.3738 | 6.73 | 92900 | 3.4421 | 1.0 |
| 3.309 | 6.73 | 93000 | 3.4421 | 1.0 |
| 3.6994 | 6.74 | 93100 | 3.4476 | 1.0 |
| 3.4694 | 6.75 | 93200 | 3.4479 | 1.0 |
| 3.6629 | 6.75 | 93300 | 3.4433 | 1.0 |
| 3.2603 | 6.76 | 93400 | 3.4455 | 1.0 |
| 3.5258 | 6.77 | 93500 | 3.4466 | 1.0 |
| 3.3443 | 6.78 | 93600 | 3.4444 | 1.0 |
| 3.3363 | 6.78 | 93700 | 3.4389 | 1.0 |
| 3.8168 | 6.79 | 93800 | 3.4411 | 1.0 |
| 3.4222 | 6.8 | 93900 | 3.4447 | 1.0 |
| 3.6458 | 6.81 | 94000 | 3.4432 | 1.0 |
| 3.246 | 6.81 | 94100 | 3.4473 | 1.0 |
| 3.5288 | 6.82 | 94200 | 3.4468 | 1.0 |
| 3.4141 | 6.83 | 94300 | 3.4379 | 1.0 |
| 3.3348 | 6.83 | 94400 | 3.4394 | 1.0 |
| 3.3027 | 6.84 | 94500 | 3.4433 | 1.0 |
| 3.7383 | 6.85 | 94600 | 3.4431 | 1.0 |
| 3.2835 | 6.86 | 94700 | 3.4385 | 1.0 |
| 3.3132 | 6.86 | 94800 | 3.4435 | 1.0 |
| 3.5486 | 6.87 | 94900 | 3.4457 | 1.0 |
| 3.2407 | 6.88 | 95000 | 3.4401 | 1.0 |
| 5.9865 | 6.88 | 95100 | 3.4526 | 1.0 |
| 3.7244 | 6.89 | 95200 | 3.4456 | 1.0 |
| 3.4583 | 6.9 | 95300 | 3.4419 | 1.0 |
| 3.3585 | 6.91 | 95400 | 3.4406 | 1.0 |
| 3.3433 | 6.91 | 95500 | 3.4582 | 1.0 |
| 3.3487 | 6.92 | 95600 | 3.4446 | 1.0 |
| 3.2941 | 6.93 | 95700 | 3.4538 | 1.0 |
| 3.4637 | 6.94 | 95800 | 3.4380 | 1.0 |
| 3.6811 | 6.94 | 95900 | 3.4385 | 1.0 |
| 3.3364 | 6.95 | 96000 | 3.4476 | 1.0 |
| 3.3127 | 6.96 | 96100 | 3.4376 | 1.0 |
| 3.301 | 6.96 | 96200 | 3.4442 | 1.0 |
| 3.407 | 6.97 | 96300 | 3.4419 | 1.0 |
| 3.3103 | 6.98 | 96400 | 3.4444 | 1.0 |
| 3.514 | 6.99 | 96500 | 3.4496 | 1.0 |
| 3.257 | 6.99 | 96600 | 3.4499 | 1.0 |
| 3.4131 | 7.0 | 96700 | 3.4408 | 1.0 |
| 3.3395 | 7.01 | 96800 | 3.4395 | 1.0 |
| 3.3651 | 7.02 | 96900 | 3.4373 | 1.0 |
| 3.4559 | 7.02 | 97000 | 3.4431 | 1.0 |
| 3.8799 | 7.03 | 97100 | 3.4419 | 1.0 |
| 3.4603 | 7.04 | 97200 | 3.4411 | 1.0 |
| 3.3208 | 7.04 | 97300 | 3.4413 | 1.0 |
| 3.3491 | 7.05 | 97400 | 3.4389 | 1.0 |
| 3.3667 | 7.06 | 97500 | 3.4447 | 1.0 |
| 3.3628 | 7.07 | 97600 | 3.4418 | 1.0 |
| 3.322 | 7.07 | 97700 | 3.4448 | 1.0 |
| 3.4562 | 7.08 | 97800 | 3.4479 | 1.0 |
| 3.2331 | 7.09 | 97900 | 3.4522 | 1.0 |
| 3.4535 | 7.09 | 98000 | 3.4465 | 1.0 |
| 3.3035 | 7.1 | 98100 | 3.4444 | 1.0 |
| 3.3541 | 7.11 | 98200 | 3.4380 | 1.0 |
| 3.2874 | 7.12 | 98300 | 3.4413 | 1.0 |
| 3.4224 | 7.12 | 98400 | 3.4519 | 1.0 |
| 3.4403 | 7.13 | 98500 | 3.4447 | 1.0 |
| 3.2964 | 7.14 | 98600 | 3.4424 | 1.0 |
| 3.297 | 7.15 | 98700 | 3.4403 | 1.0 |
| 3.3279 | 7.15 | 98800 | 3.4469 | 1.0 |
| 3.3393 | 7.16 | 98900 | 3.4477 | 1.0 |
| 3.3377 | 7.17 | 99000 | 3.4437 | 1.0 |
| 3.3256 | 7.17 | 99100 | 3.4376 | 1.0 |
| 3.383 | 7.18 | 99200 | 3.4397 | 1.0 |
| 3.3298 | 7.19 | 99300 | 3.4414 | 1.0 |
| 5.1176 | 7.2 | 99400 | 3.4438 | 1.0 |
| 3.2854 | 7.2 | 99500 | 3.4463 | 1.0 |
| 3.3177 | 7.21 | 99600 | 3.4558 | 1.0 |
| 3.3946 | 7.22 | 99700 | 3.4420 | 1.0 |
| 3.3175 | 7.23 | 99800 | 3.4485 | 1.0 |
| 3.3535 | 7.23 | 99900 | 3.4416 | 1.0 |
| 3.332 | 7.24 | 100000 | 3.4375 | 1.0 |
| 3.2779 | 7.25 | 100100 | 3.4437 | 1.0 |
| 3.2977 | 7.25 | 100200 | 3.4438 | 1.0 |
| 3.3777 | 7.26 | 100300 | 3.4448 | 1.0 |
| 3.3096 | 7.27 | 100400 | 3.4414 | 1.0 |
| 3.3538 | 7.28 | 100500 | 3.4464 | 1.0 |
| 3.3164 | 7.28 | 100600 | 3.4456 | 1.0 |
| 3.4028 | 7.29 | 100700 | 3.4494 | 1.0 |
| 3.4322 | 7.3 | 100800 | 3.4554 | 1.0 |
| 3.2851 | 7.3 | 100900 | 3.4499 | 1.0 |
| 3.3666 | 7.31 | 101000 | 3.4394 | 1.0 |
| 3.2821 | 7.32 | 101100 | 3.4396 | 1.0 |
| 3.3335 | 7.33 | 101200 | 3.4454 | 1.0 |
| 3.3327 | 7.33 | 101300 | 3.4484 | 1.0 |
| 3.2771 | 7.34 | 101400 | 3.4416 | 1.0 |
| 3.2928 | 7.35 | 101500 | 3.4433 | 1.0 |
| 3.3341 | 7.36 | 101600 | 3.4482 | 1.0 |
| 3.2928 | 7.36 | 101700 | 3.4420 | 1.0 |
| 3.2428 | 7.37 | 101800 | 3.4428 | 1.0 |
| 3.3266 | 7.38 | 101900 | 3.4455 | 1.0 |
| 3.3004 | 7.38 | 102000 | 3.4481 | 1.0 |
| 3.3588 | 7.39 | 102100 | 3.4414 | 1.0 |
| 3.3312 | 7.4 | 102200 | 3.4510 | 1.0 |
| 3.4165 | 7.41 | 102300 | 3.4375 | 1.0 |
| 3.3087 | 7.41 | 102400 | 3.4522 | 1.0 |
| 3.353 | 7.42 | 102500 | 3.4400 | 1.0 |
| 3.1741 | 7.43 | 102600 | 3.4413 | 1.0 |
| 3.2123 | 7.44 | 102700 | 3.4472 | 1.0 |
| 3.1993 | 7.44 | 102800 | 3.4452 | 1.0 |
| 3.239 | 7.45 | 102900 | 3.4418 | 1.0 |
| 3.3241 | 7.46 | 103000 | 3.4496 | 1.0 |
| 3.2586 | 7.46 | 103100 | 3.4498 | 1.0 |
| 3.5903 | 7.47 | 103200 | 3.4465 | 1.0 |
| 3.3286 | 7.48 | 103300 | 3.4488 | 1.0 |
| 3.4615 | 7.49 | 103400 | 3.4486 | 1.0 |
| 3.3855 | 7.49 | 103500 | 3.4440 | 1.0 |
| 3.3819 | 7.5 | 103600 | 3.4534 | 1.0 |
| 3.3003 | 7.51 | 103700 | 3.4502 | 1.0 |
| 3.4232 | 7.51 | 103800 | 3.4429 | 1.0 |
| 3.2926 | 7.52 | 103900 | 3.4442 | 1.0 |
| 3.7337 | 7.53 | 104000 | 3.4516 | 1.0 |
| 3.3338 | 7.54 | 104100 | 3.4469 | 1.0 |
| 3.32 | 7.54 | 104200 | 3.4545 | 1.0 |
| 3.6807 | 7.55 | 104300 | 3.4449 | 1.0 |
| 3.3397 | 7.56 | 104400 | 3.4479 | 1.0 |
| 3.2993 | 7.57 | 104500 | 3.4424 | 1.0 |
| 3.3652 | 7.57 | 104600 | 3.4507 | 1.0 |
| 3.2885 | 7.58 | 104700 | 3.4437 | 1.0 |
| 3.4006 | 7.59 | 104800 | 3.4403 | 1.0 |
| 3.3361 | 7.59 | 104900 | 3.4432 | 1.0 |
| 3.4084 | 7.6 | 105000 | 3.4423 | 1.0 |
| 3.3251 | 7.61 | 105100 | 3.4418 | 1.0 |
| 3.3079 | 7.62 | 105200 | 3.4398 | 1.0 |
| 3.4738 | 7.62 | 105300 | 3.4497 | 1.0 |
| 3.5048 | 7.63 | 105400 | 3.4429 | 1.0 |
| 3.4189 | 7.64 | 105500 | 3.4410 | 1.0 |
| 3.3132 | 7.64 | 105600 | 3.4437 | 1.0 |
| 3.2738 | 7.65 | 105700 | 3.4457 | 1.0 |
| 3.2876 | 7.66 | 105800 | 3.4404 | 1.0 |
| 3.3413 | 7.67 | 105900 | 3.4458 | 1.0 |
| 3.3014 | 7.67 | 106000 | 3.4535 | 1.0 |
| 3.2244 | 7.68 | 106100 | 3.4436 | 1.0 |
| 3.2715 | 7.69 | 106200 | 3.4470 | 1.0 |
| 3.3593 | 7.7 | 106300 | 3.4410 | 1.0 |
| 3.334 | 7.7 | 106400 | 3.4525 | 1.0 |
| 3.3547 | 7.71 | 106500 | 3.4513 | 1.0 |
| 3.9896 | 7.72 | 106600 | 3.4381 | 1.0 |
| 3.4202 | 7.72 | 106700 | 3.4395 | 1.0 |
| 3.34 | 7.73 | 106800 | 3.4426 | 1.0 |
| 3.3778 | 7.74 | 106900 | 3.4508 | 1.0 |
| 3.3374 | 7.75 | 107000 | 3.4464 | 1.0 |
| 3.4008 | 7.75 | 107100 | 3.4365 | 1.0 |
| 3.2595 | 7.76 | 107200 | 3.4496 | 1.0 |
| 3.3261 | 7.77 | 107300 | 3.4543 | 1.0 |
| 3.2551 | 7.78 | 107400 | 3.4490 | 1.0 |
| 3.2967 | 7.78 | 107500 | 3.4404 | 1.0 |
| 3.4232 | 7.79 | 107600 | 3.4492 | 1.0 |
| 3.3992 | 7.8 | 107700 | 3.4448 | 1.0 |
| 3.3268 | 7.8 | 107800 | 3.4465 | 1.0 |
| 3.283 | 7.81 | 107900 | 3.4424 | 1.0 |
| 3.3488 | 7.82 | 108000 | 3.4446 | 1.0 |
| 3.3232 | 7.83 | 108100 | 3.4432 | 1.0 |
| 3.5081 | 7.83 | 108200 | 3.4460 | 1.0 |
| 3.2686 | 7.84 | 108300 | 3.4499 | 1.0 |
| 3.2465 | 7.85 | 108400 | 3.4429 | 1.0 |
| 3.5602 | 7.85 | 108500 | 3.4398 | 1.0 |
| 3.299 | 7.86 | 108600 | 3.4376 | 1.0 |
| 3.3437 | 7.87 | 108700 | 3.4428 | 1.0 |
| 3.3221 | 7.88 | 108800 | 3.4492 | 1.0 |
| 3.5462 | 7.88 | 108900 | 3.4414 | 1.0 |
| 3.3901 | 7.89 | 109000 | 3.4506 | 1.0 |
| 3.3598 | 7.9 | 109100 | 3.4421 | 1.0 |
| 3.3946 | 7.91 | 109200 | 3.4389 | 1.0 |
| 3.3013 | 7.91 | 109300 | 3.4444 | 1.0 |
| 3.3094 | 7.92 | 109400 | 3.4464 | 1.0 |
| 3.4829 | 7.93 | 109500 | 3.4379 | 1.0 |
| 3.2769 | 7.93 | 109600 | 3.4401 | 1.0 |
| 3.3359 | 7.94 | 109700 | 3.4437 | 1.0 |
| 3.3079 | 7.95 | 109800 | 3.4455 | 1.0 |
| 3.3623 | 7.96 | 109900 | 3.4447 | 1.0 |
| 3.3439 | 7.96 | 110000 | 3.4404 | 1.0 |
| 3.3045 | 7.97 | 110100 | 3.4520 | 1.0 |
| 3.2657 | 7.98 | 110200 | 3.4409 | 1.0 |
| 3.3187 | 7.99 | 110300 | 3.4430 | 1.0 |
| 3.349 | 7.99 | 110400 | 3.4430 | 1.0 |
| 3.3262 | 8.0 | 110500 | 3.4412 | 1.0 |
| 3.2603 | 8.01 | 110600 | 3.4440 | 1.0 |
| 3.4284 | 8.01 | 110700 | 3.4456 | 1.0 |
| 3.5993 | 8.02 | 110800 | 3.4518 | 1.0 |
| 5.6854 | 8.03 | 110900 | 3.4411 | 1.0 |
| 3.3856 | 8.04 | 111000 | 3.4430 | 1.0 |
| 3.5339 | 8.04 | 111100 | 3.4394 | 1.0 |
| 3.2691 | 8.05 | 111200 | 3.4425 | 1.0 |
| 3.3462 | 8.06 | 111300 | 3.4422 | 1.0 |
| 3.3469 | 8.06 | 111400 | 3.4458 | 1.0 |
| 3.3598 | 8.07 | 111500 | 3.4429 | 1.0 |
| 3.554 | 8.08 | 111600 | 3.4438 | 1.0 |
| 3.3207 | 8.09 | 111700 | 3.4480 | 1.0 |
| 3.2963 | 8.09 | 111800 | 3.4434 | 1.0 |
| 3.4644 | 8.1 | 111900 | 3.4417 | 1.0 |
| 3.4265 | 8.11 | 112000 | 3.4404 | 1.0 |
| 3.3026 | 8.12 | 112100 | 3.4442 | 1.0 |
| 3.2747 | 8.12 | 112200 | 3.4433 | 1.0 |
| 7.3735 | 8.13 | 112300 | 3.4403 | 1.0 |
| 3.4803 | 8.14 | 112400 | 3.4464 | 1.0 |
| 4.9879 | 8.14 | 112500 | 3.4454 | 1.0 |
| 3.4249 | 8.15 | 112600 | 3.4421 | 1.0 |
| 3.3493 | 8.16 | 112700 | 3.4403 | 1.0 |
| 3.3514 | 8.17 | 112800 | 3.4445 | 1.0 |
| 3.262 | 8.17 | 112900 | 3.4457 | 1.0 |
| 3.3517 | 8.18 | 113000 | 3.4479 | 1.0 |
| 3.2408 | 8.19 | 113100 | 3.4413 | 1.0 |
| 3.2346 | 8.2 | 113200 | 3.4415 | 1.0 |
| 3.2397 | 8.2 | 113300 | 3.4414 | 1.0 |
| 3.3794 | 8.21 | 113400 | 3.4502 | 1.0 |
| 3.516 | 8.22 | 113500 | 3.4507 | 1.0 |
| 3.4129 | 8.22 | 113600 | 3.4455 | 1.0 |
| 3.3381 | 8.23 | 113700 | 3.4540 | 1.0 |
| 3.3172 | 8.24 | 113800 | 3.4473 | 1.0 |
| 3.5307 | 8.25 | 113900 | 3.4431 | 1.0 |
| 3.3424 | 8.25 | 114000 | 3.4511 | 1.0 |
| 3.4004 | 8.26 | 114100 | 3.4434 | 1.0 |
| 3.4061 | 8.27 | 114200 | 3.4435 | 1.0 |
| 3.5333 | 8.27 | 114300 | 3.4415 | 1.0 |
| 3.2974 | 8.28 | 114400 | 3.4472 | 1.0 |
| 3.3827 | 8.29 | 114500 | 3.4469 | 1.0 |
| 3.5697 | 8.3 | 114600 | 3.4427 | 1.0 |
| 3.4561 | 8.3 | 114700 | 3.4433 | 1.0 |
| 3.5205 | 8.31 | 114800 | 3.4474 | 1.0 |
| 3.2541 | 8.32 | 114900 | 3.4475 | 1.0 |
| 3.4251 | 8.33 | 115000 | 3.4394 | 1.0 |
| 3.2477 | 8.33 | 115100 | 3.4524 | 1.0 |
| 3.4003 | 8.34 | 115200 | 3.4438 | 1.0 |
| 3.3378 | 8.35 | 115300 | 3.4447 | 1.0 |
| 3.2828 | 8.35 | 115400 | 3.4493 | 1.0 |
| 3.6974 | 8.36 | 115500 | 3.4507 | 1.0 |
| 3.3466 | 8.37 | 115600 | 3.4384 | 1.0 |
| 3.2601 | 8.38 | 115700 | 3.4538 | 1.0 |
| 3.8384 | 8.38 | 115800 | 3.4408 | 1.0 |
| 3.5255 | 8.39 | 115900 | 3.4446 | 1.0 |
| 3.3517 | 8.4 | 116000 | 3.4445 | 1.0 |
| 3.37 | 8.41 | 116100 | 3.4530 | 1.0 |
| 3.4486 | 8.41 | 116200 | 3.4446 | 1.0 |
| 3.4104 | 8.42 | 116300 | 3.4447 | 1.0 |
| 3.5267 | 8.43 | 116400 | 3.4410 | 1.0 |
| 3.4422 | 8.43 | 116500 | 3.4546 | 1.0 |
| 3.1616 | 8.44 | 116600 | 3.4400 | 1.0 |
| 3.3557 | 8.45 | 116700 | 3.4458 | 1.0 |
| 3.4674 | 8.46 | 116800 | 3.4443 | 1.0 |
| 3.3114 | 8.46 | 116900 | 3.4390 | 1.0 |
| 3.4986 | 8.47 | 117000 | 3.4405 | 1.0 |
| 3.4579 | 8.48 | 117100 | 3.4459 | 1.0 |
| 3.3369 | 8.48 | 117200 | 3.4403 | 1.0 |
| 3.4802 | 8.49 | 117300 | 3.4480 | 1.0 |
| 3.3244 | 8.5 | 117400 | 3.4447 | 1.0 |
| 3.3096 | 8.51 | 117500 | 3.4525 | 1.0 |
| 3.3415 | 8.51 | 117600 | 3.4516 | 1.0 |
| 3.416 | 8.52 | 117700 | 3.4396 | 1.0 |
| 3.3363 | 8.53 | 117800 | 3.4510 | 1.0 |
| 3.2588 | 8.54 | 117900 | 3.4439 | 1.0 |
| 3.4127 | 8.54 | 118000 | 3.4370 | 1.0 |
| 3.4268 | 8.55 | 118100 | 3.4472 | 1.0 |
| 3.3877 | 8.56 | 118200 | 3.4437 | 1.0 |
| 3.386 | 8.56 | 118300 | 3.4448 | 1.0 |
| 3.9643 | 8.57 | 118400 | 3.4500 | 1.0 |
| 3.2205 | 8.58 | 118500 | 3.4410 | 1.0 |
| 3.3372 | 8.59 | 118600 | 3.4486 | 1.0 |
| 3.3919 | 8.59 | 118700 | 3.4485 | 1.0 |
| 3.3279 | 8.6 | 118800 | 3.4408 | 1.0 |
| 3.3251 | 8.61 | 118900 | 3.4379 | 1.0 |
| 3.2832 | 8.62 | 119000 | 3.4388 | 1.0 |
| 3.2708 | 8.62 | 119100 | 3.4522 | 1.0 |
| 4.0701 | 8.63 | 119200 | 3.4436 | 1.0 |
| 3.5261 | 8.64 | 119300 | 3.4475 | 1.0 |
| 3.2695 | 8.64 | 119400 | 3.4411 | 1.0 |
| 3.4095 | 8.65 | 119500 | 3.4451 | 1.0 |
| 3.2641 | 8.66 | 119600 | 3.4527 | 1.0 |
| 3.6962 | 8.67 | 119700 | 3.4495 | 1.0 |
| 3.407 | 8.67 | 119800 | 3.4523 | 1.0 |
| 3.5073 | 8.68 | 119900 | 3.4612 | 1.0 |
| 3.4697 | 8.69 | 120000 | 3.4491 | 1.0 |
| 3.4643 | 8.69 | 120100 | 3.4427 | 1.0 |
| 3.5253 | 8.7 | 120200 | 3.4457 | 1.0 |
| 3.2562 | 8.71 | 120300 | 3.4545 | 1.0 |
| 3.2946 | 8.72 | 120400 | 3.4570 | 1.0 |
| 3.393 | 8.72 | 120500 | 3.4432 | 1.0 |
| 3.2528 | 8.73 | 120600 | 3.4391 | 1.0 |
| 3.4529 | 8.74 | 120700 | 3.4530 | 1.0 |
| 3.506 | 8.75 | 120800 | 3.4425 | 1.0 |
| 3.3464 | 8.75 | 120900 | 3.4420 | 1.0 |
| 3.3287 | 8.76 | 121000 | 3.4463 | 1.0 |
| 3.3165 | 8.77 | 121100 | 3.4509 | 1.0 |
| 3.3102 | 8.77 | 121200 | 3.4418 | 1.0 |
| 3.4206 | 8.78 | 121300 | 3.4495 | 1.0 |
| 3.5963 | 8.79 | 121400 | 3.4432 | 1.0 |
| 3.2621 | 8.8 | 121500 | 3.4455 | 1.0 |
| 3.3275 | 8.8 | 121600 | 3.4483 | 1.0 |
| 3.3654 | 8.81 | 121700 | 3.4476 | 1.0 |
| 3.4913 | 8.82 | 121800 | 3.4525 | 1.0 |
| 3.4162 | 8.83 | 121900 | 3.4409 | 1.0 |
| 3.221 | 8.83 | 122000 | 3.4415 | 1.0 |
| 3.3024 | 8.84 | 122100 | 3.4385 | 1.0 |
| 3.3451 | 8.85 | 122200 | 3.4428 | 1.0 |
| 3.3909 | 8.85 | 122300 | 3.4417 | 1.0 |
| 3.3237 | 8.86 | 122400 | 3.4472 | 1.0 |
| 3.2992 | 8.87 | 122500 | 3.4406 | 1.0 |
| 3.2422 | 8.88 | 122600 | 3.4492 | 1.0 |
| 3.3713 | 8.88 | 122700 | 3.4411 | 1.0 |
| 3.4062 | 8.89 | 122800 | 3.4412 | 1.0 |
| 3.3616 | 8.9 | 122900 | 3.4464 | 1.0 |
| 3.3811 | 8.9 | 123000 | 3.4382 | 1.0 |
| 3.3592 | 8.91 | 123100 | 3.4442 | 1.0 |
| 3.8331 | 8.92 | 123200 | 3.4423 | 1.0 |
| 3.3764 | 8.93 | 123300 | 3.4492 | 1.0 |
| 3.3964 | 8.93 | 123400 | 3.4390 | 1.0 |
| 3.5063 | 8.94 | 123500 | 3.4411 | 1.0 |
| 3.3627 | 8.95 | 123600 | 3.4467 | 1.0 |
| 4.1315 | 8.96 | 123700 | 3.4409 | 1.0 |
| 3.7114 | 8.96 | 123800 | 3.4456 | 1.0 |
| 3.3446 | 8.97 | 123900 | 3.4413 | 1.0 |
| 3.3777 | 8.98 | 124000 | 3.4464 | 1.0 |
| 3.6232 | 8.98 | 124100 | 3.4478 | 1.0 |
| 3.3275 | 8.99 | 124200 | 3.4474 | 1.0 |
| 3.5736 | 9.0 | 124300 | 3.4427 | 1.0 |
| 3.2052 | 9.01 | 124400 | 3.4455 | 1.0 |
| 3.3101 | 9.01 | 124500 | 3.4485 | 1.0 |
| 3.3523 | 9.02 | 124600 | 3.4389 | 1.0 |
| 3.3095 | 9.03 | 124700 | 3.4433 | 1.0 |
| 3.3152 | 9.03 | 124800 | 3.4402 | 1.0 |
| 3.2351 | 9.04 | 124900 | 3.4452 | 1.0 |
| 3.5137 | 9.05 | 125000 | 3.4458 | 1.0 |
| 3.3489 | 9.06 | 125100 | 3.4431 | 1.0 |
| 3.3822 | 9.06 | 125200 | 3.4370 | 1.0 |
| 3.3842 | 9.07 | 125300 | 3.4359 | 1.0 |
| 3.306 | 9.08 | 125400 | 3.4439 | 1.0 |
| 3.3784 | 9.09 | 125500 | 3.4538 | 1.0 |
| 3.3313 | 9.09 | 125600 | 3.4410 | 1.0 |
| 3.2891 | 9.1 | 125700 | 3.4397 | 1.0 |
| 3.321 | 9.11 | 125800 | 3.4457 | 1.0 |
| 3.2479 | 9.11 | 125900 | 3.4448 | 1.0 |
| 3.3723 | 9.12 | 126000 | 3.4409 | 1.0 |
| 3.3203 | 9.13 | 126100 | 3.4439 | 1.0 |
| 3.2906 | 9.14 | 126200 | 3.4388 | 1.0 |
| 3.2164 | 9.14 | 126300 | 3.4427 | 1.0 |
| 3.2608 | 9.15 | 126400 | 3.4396 | 1.0 |
| 3.3739 | 9.16 | 126500 | 3.4536 | 1.0 |
| 3.3479 | 9.17 | 126600 | 3.4533 | 1.0 |
| 3.4664 | 9.17 | 126700 | 3.4491 | 1.0 |
| 3.326 | 9.18 | 126800 | 3.4402 | 1.0 |
| 3.3056 | 9.19 | 126900 | 3.4398 | 1.0 |
| 3.3528 | 9.19 | 127000 | 3.4424 | 1.0 |
| 3.2717 | 9.2 | 127100 | 3.4409 | 1.0 |
| 3.3564 | 9.21 | 127200 | 3.4497 | 1.0 |
| 3.4015 | 9.22 | 127300 | 3.4435 | 1.0 |
| 3.3325 | 9.22 | 127400 | 3.4478 | 1.0 |
| 3.4459 | 9.23 | 127500 | 3.4479 | 1.0 |
| 3.2151 | 9.24 | 127600 | 3.4519 | 1.0 |
| 3.2456 | 9.24 | 127700 | 3.4408 | 1.0 |
| 3.3108 | 9.25 | 127800 | 3.4430 | 1.0 |
| 3.3965 | 9.26 | 127900 | 3.4427 | 1.0 |
| 3.4911 | 9.27 | 128000 | 3.4430 | 1.0 |
| 3.3996 | 9.27 | 128100 | 3.4458 | 1.0 |
| 3.3408 | 9.28 | 128200 | 3.4435 | 1.0 |
| 3.353 | 9.29 | 128300 | 3.4468 | 1.0 |
| 3.5449 | 9.3 | 128400 | 3.4401 | 1.0 |
| 3.3564 | 9.3 | 128500 | 3.4481 | 1.0 |
| 3.4768 | 9.31 | 128600 | 3.4450 | 1.0 |
| 3.3972 | 9.32 | 128700 | 3.4467 | 1.0 |
| 3.3295 | 9.32 | 128800 | 3.4385 | 1.0 |
| 3.3181 | 9.33 | 128900 | 3.4435 | 1.0 |
| 3.3224 | 9.34 | 129000 | 3.4467 | 1.0 |
| 3.3471 | 9.35 | 129100 | 3.4415 | 1.0 |
| 3.3379 | 9.35 | 129200 | 3.4458 | 1.0 |
| 3.3991 | 9.36 | 129300 | 3.4420 | 1.0 |
| 3.4037 | 9.37 | 129400 | 3.4433 | 1.0 |
| 3.3157 | 9.38 | 129500 | 3.4450 | 1.0 |
| 3.3739 | 9.38 | 129600 | 3.4426 | 1.0 |
| 3.2556 | 9.39 | 129700 | 3.4473 | 1.0 |
| 3.3451 | 9.4 | 129800 | 3.4413 | 1.0 |
| 3.3694 | 9.4 | 129900 | 3.4462 | 1.0 |
| 3.343 | 9.41 | 130000 | 3.4408 | 1.0 |
| 3.4286 | 9.42 | 130100 | 3.4495 | 1.0 |
| 3.4468 | 9.43 | 130200 | 3.4450 | 1.0 |
| 3.3417 | 9.43 | 130300 | 3.4457 | 1.0 |
| 3.4661 | 9.44 | 130400 | 3.4409 | 1.0 |
| 3.2859 | 9.45 | 130500 | 3.4412 | 1.0 |
| 3.3164 | 9.45 | 130600 | 3.4495 | 1.0 |
| 3.3542 | 9.46 | 130700 | 3.4428 | 1.0 |
| 3.2783 | 9.47 | 130800 | 3.4398 | 1.0 |
| 3.421 | 9.48 | 130900 | 3.4408 | 1.0 |
| 3.3765 | 9.48 | 131000 | 3.4443 | 1.0 |
| 3.3822 | 9.49 | 131100 | 3.4458 | 1.0 |
| 3.2261 | 9.5 | 131200 | 3.4437 | 1.0 |
| 3.362 | 9.51 | 131300 | 3.4388 | 1.0 |
| 3.3203 | 9.51 | 131400 | 3.4498 | 1.0 |
| 3.2326 | 9.52 | 131500 | 3.4415 | 1.0 |
| 3.3897 | 9.53 | 131600 | 3.4556 | 1.0 |
| 3.3434 | 9.53 | 131700 | 3.4421 | 1.0 |
| 3.3297 | 9.54 | 131800 | 3.4394 | 1.0 |
| 3.4889 | 9.55 | 131900 | 3.4420 | 1.0 |
| 3.3502 | 9.56 | 132000 | 3.4425 | 1.0 |
| 3.4079 | 9.56 | 132100 | 3.4370 | 1.0 |
| 3.213 | 9.57 | 132200 | 3.4479 | 1.0 |
| 3.3935 | 9.58 | 132300 | 3.4433 | 1.0 |
| 3.2598 | 9.59 | 132400 | 3.4431 | 1.0 |
| 3.3968 | 9.59 | 132500 | 3.4442 | 1.0 |
| 3.338 | 9.6 | 132600 | 3.4433 | 1.0 |
| 3.3268 | 9.61 | 132700 | 3.4447 | 1.0 |
| 3.3656 | 9.61 | 132800 | 3.4394 | 1.0 |
| 3.3782 | 9.62 | 132900 | 3.4397 | 1.0 |
| 3.3787 | 9.63 | 133000 | 3.4440 | 1.0 |
| 5.5557 | 9.64 | 133100 | 3.4396 | 1.0 |
| 3.4011 | 9.64 | 133200 | 3.4448 | 1.0 |
| 3.7319 | 9.65 | 133300 | 3.4447 | 1.0 |
| 3.5717 | 9.66 | 133400 | 3.4387 | 1.0 |
| 3.3051 | 9.66 | 133500 | 3.4460 | 1.0 |
| 3.3485 | 9.67 | 133600 | 3.4513 | 1.0 |
| 3.4845 | 9.68 | 133700 | 3.4506 | 1.0 |
| 3.335 | 9.69 | 133800 | 3.4415 | 1.0 |
| 3.2942 | 9.69 | 133900 | 3.4439 | 1.0 |
| 3.2748 | 9.7 | 134000 | 3.4390 | 1.0 |
| 3.392 | 9.71 | 134100 | 3.4490 | 1.0 |
| 3.3396 | 9.72 | 134200 | 3.4463 | 1.0 |
| 3.3097 | 9.72 | 134300 | 3.4440 | 1.0 |
| 3.3421 | 9.73 | 134400 | 3.4498 | 1.0 |
| 3.5204 | 9.74 | 134500 | 3.4514 | 1.0 |
| 3.8217 | 9.74 | 134600 | 3.4463 | 1.0 |
| 3.3094 | 9.75 | 134700 | 3.4402 | 1.0 |
| 3.3267 | 9.76 | 134800 | 3.4425 | 1.0 |
| 3.3396 | 9.77 | 134900 | 3.4429 | 1.0 |
| 3.3117 | 9.77 | 135000 | 3.4415 | 1.0 |
| 3.4302 | 9.78 | 135100 | 3.4406 | 1.0 |
| 3.2691 | 9.79 | 135200 | 3.4405 | 1.0 |
| 3.337 | 9.8 | 135300 | 3.4416 | 1.0 |
| 3.3437 | 9.8 | 135400 | 3.4427 | 1.0 |
| 3.3744 | 9.81 | 135500 | 3.4477 | 1.0 |
| 3.3151 | 9.82 | 135600 | 3.4388 | 1.0 |
| 3.3742 | 9.82 | 135700 | 3.4448 | 1.0 |
| 3.3093 | 9.83 | 135800 | 3.4462 | 1.0 |
| 3.4145 | 9.84 | 135900 | 3.4413 | 1.0 |
| 3.3858 | 9.85 | 136000 | 3.4459 | 1.0 |
| 3.3464 | 9.85 | 136100 | 3.4432 | 1.0 |
| 3.3831 | 9.86 | 136200 | 3.4467 | 1.0 |
| 3.2715 | 9.87 | 136300 | 3.4442 | 1.0 |
| 3.3594 | 9.87 | 136400 | 3.4444 | 1.0 |
| 3.3679 | 9.88 | 136500 | 3.4498 | 1.0 |
| 3.346 | 9.89 | 136600 | 3.4380 | 1.0 |
| 3.3156 | 9.9 | 136700 | 3.4501 | 1.0 |
| 3.3689 | 9.9 | 136800 | 3.4403 | 1.0 |
| 3.3157 | 9.91 | 136900 | 3.4461 | 1.0 |
| 3.2955 | 9.92 | 137000 | 3.4460 | 1.0 |
| 3.2288 | 9.93 | 137100 | 3.4429 | 1.0 |
| 3.3068 | 9.93 | 137200 | 3.4442 | 1.0 |
| 3.3965 | 9.94 | 137300 | 3.4400 | 1.0 |
| 3.3238 | 9.95 | 137400 | 3.4464 | 1.0 |
| 3.3469 | 9.95 | 137500 | 3.4496 | 1.0 |
| 3.3818 | 9.96 | 137600 | 3.4446 | 1.0 |
| 3.3677 | 9.97 | 137700 | 3.4487 | 1.0 |
| 3.4811 | 9.98 | 137800 | 3.4441 | 1.0 |
| 3.3636 | 9.98 | 137900 | 3.4456 | 1.0 |
| 3.3305 | 9.99 | 138000 | 3.4417 | 1.0 |
| 3.4025 | 10.0 | 138100 | 3.4401 | 1.0 |
| 3.4951 | 10.01 | 138200 | 3.4392 | 1.0 |
| 3.2803 | 10.01 | 138300 | 3.4411 | 1.0 |
| 4.6095 | 10.02 | 138400 | 3.4446 | 1.0 |
| 3.3677 | 10.03 | 138500 | 3.4465 | 1.0 |
| 3.4183 | 10.03 | 138600 | 3.4434 | 1.0 |
| 3.3482 | 10.04 | 138700 | 3.4430 | 1.0 |
| 3.2795 | 10.05 | 138800 | 3.4449 | 1.0 |
| 3.282 | 10.06 | 138900 | 3.4455 | 1.0 |
| 3.2617 | 10.06 | 139000 | 3.4442 | 1.0 |
| 3.5404 | 10.07 | 139100 | 3.4375 | 1.0 |
| 3.3432 | 10.08 | 139200 | 3.4447 | 1.0 |
| 3.3643 | 10.08 | 139300 | 3.4429 | 1.0 |
| 3.3022 | 10.09 | 139400 | 3.4415 | 1.0 |
| 3.4062 | 10.1 | 139500 | 3.4415 | 1.0 |
| 3.374 | 10.11 | 139600 | 3.4405 | 1.0 |
| 3.2843 | 10.11 | 139700 | 3.4435 | 1.0 |
| 3.6033 | 10.12 | 139800 | 3.4473 | 1.0 |
| 3.3374 | 10.13 | 139900 | 3.4428 | 1.0 |
| 3.3877 | 10.14 | 140000 | 3.4513 | 1.0 |
| 3.3533 | 10.14 | 140100 | 3.4484 | 1.0 |
| 3.3678 | 10.15 | 140200 | 3.4481 | 1.0 |
| 3.276 | 10.16 | 140300 | 3.4416 | 1.0 |
| 3.3052 | 10.16 | 140400 | 3.4483 | 1.0 |
| 3.4821 | 10.17 | 140500 | 3.4390 | 1.0 |
| 3.2748 | 10.18 | 140600 | 3.4389 | 1.0 |
| 3.2742 | 10.19 | 140700 | 3.4482 | 1.0 |
| 3.2824 | 10.19 | 140800 | 3.4416 | 1.0 |
| 3.37 | 10.2 | 140900 | 3.4435 | 1.0 |
| 3.3768 | 10.21 | 141000 | 3.4458 | 1.0 |
| 3.2652 | 10.22 | 141100 | 3.4454 | 1.0 |
| 3.4041 | 10.22 | 141200 | 3.4425 | 1.0 |
| 3.4062 | 10.23 | 141300 | 3.4465 | 1.0 |
| 3.2338 | 10.24 | 141400 | 3.4438 | 1.0 |
| 3.4214 | 10.24 | 141500 | 3.4425 | 1.0 |
| 3.3741 | 10.25 | 141600 | 3.4389 | 1.0 |
| 3.3156 | 10.26 | 141700 | 3.4468 | 1.0 |
| 3.43 | 10.27 | 141800 | 3.4430 | 1.0 |
| 3.3447 | 10.27 | 141900 | 3.4456 | 1.0 |
| 3.2682 | 10.28 | 142000 | 3.4517 | 1.0 |
| 3.3296 | 10.29 | 142100 | 3.4484 | 1.0 |
| 3.2508 | 10.29 | 142200 | 3.4420 | 1.0 |
| 3.3328 | 10.3 | 142300 | 3.4472 | 1.0 |
| 3.2838 | 10.31 | 142400 | 3.4439 | 1.0 |
| 3.3274 | 10.32 | 142500 | 3.4408 | 1.0 |
| 3.4848 | 10.32 | 142600 | 3.4448 | 1.0 |
| 3.5383 | 10.33 | 142700 | 3.4423 | 1.0 |
| 3.231 | 10.34 | 142800 | 3.4463 | 1.0 |
| 3.1536 | 10.35 | 142900 | 3.4437 | 1.0 |
| 3.281 | 10.35 | 143000 | 3.4436 | 1.0 |
| 3.2452 | 10.36 | 143100 | 3.4393 | 1.0 |
| 3.5728 | 10.37 | 143200 | 3.4406 | 1.0 |
| 3.3216 | 10.37 | 143300 | 3.4403 | 1.0 |
| 3.3496 | 10.38 | 143400 | 3.4397 | 1.0 |
| 3.3177 | 10.39 | 143500 | 3.4559 | 1.0 |
| 3.3153 | 10.4 | 143600 | 3.4460 | 1.0 |
| 3.4076 | 10.4 | 143700 | 3.4441 | 1.0 |
| 3.4137 | 10.41 | 143800 | 3.4397 | 1.0 |
| 3.3806 | 10.42 | 143900 | 3.4488 | 1.0 |
| 3.366 | 10.42 | 144000 | 3.4462 | 1.0 |
| 3.4151 | 10.43 | 144100 | 3.4446 | 1.0 |
| 3.3399 | 10.44 | 144200 | 3.4447 | 1.0 |
| 3.3705 | 10.45 | 144300 | 3.4392 | 1.0 |
| 3.5029 | 10.45 | 144400 | 3.4513 | 1.0 |
| 3.3149 | 10.46 | 144500 | 3.4458 | 1.0 |
| 3.3677 | 10.47 | 144600 | 3.4442 | 1.0 |
| 3.408 | 10.48 | 144700 | 3.4403 | 1.0 |
| 3.3738 | 10.48 | 144800 | 3.4405 | 1.0 |
| 3.2886 | 10.49 | 144900 | 3.4447 | 1.0 |
| 3.3321 | 10.5 | 145000 | 3.4455 | 1.0 |
| 3.4341 | 10.5 | 145100 | 3.4476 | 1.0 |
| 3.4789 | 10.51 | 145200 | 3.4436 | 1.0 |
| 3.4361 | 10.52 | 145300 | 3.4488 | 1.0 |
| 3.3073 | 10.53 | 145400 | 3.4495 | 1.0 |
| 3.3372 | 10.53 | 145500 | 3.4461 | 1.0 |
| 3.31 | 10.54 | 145600 | 3.4512 | 1.0 |
| 3.4571 | 10.55 | 145700 | 3.4473 | 1.0 |
| 3.3517 | 10.56 | 145800 | 3.4435 | 1.0 |
| 3.4304 | 10.56 | 145900 | 3.4428 | 1.0 |
| 3.4364 | 10.57 | 146000 | 3.4369 | 1.0 |
| 3.5522 | 10.58 | 146100 | 3.4431 | 1.0 |
| 3.421 | 10.58 | 146200 | 3.4426 | 1.0 |
| 3.3087 | 10.59 | 146300 | 3.4436 | 1.0 |
| 3.2905 | 10.6 | 146400 | 3.4417 | 1.0 |
| 3.4746 | 10.61 | 146500 | 3.4419 | 1.0 |
| 3.3347 | 10.61 | 146600 | 3.4396 | 1.0 |
| 3.2969 | 10.62 | 146700 | 3.4471 | 1.0 |
| 3.3403 | 10.63 | 146800 | 3.4453 | 1.0 |
| 3.8747 | 10.63 | 146900 | 3.4447 | 1.0 |
| 3.3049 | 10.64 | 147000 | 3.4458 | 1.0 |
| 3.3451 | 10.65 | 147100 | 3.4441 | 1.0 |
| 3.4467 | 10.66 | 147200 | 3.4439 | 1.0 |
| 3.3037 | 10.66 | 147300 | 3.4425 | 1.0 |
| 3.3891 | 10.67 | 147400 | 3.4427 | 1.0 |
| 3.2158 | 10.68 | 147500 | 3.4436 | 1.0 |
| 3.3726 | 10.69 | 147600 | 3.4438 | 1.0 |
| 3.3391 | 10.69 | 147700 | 3.4548 | 1.0 |
| 3.2352 | 10.7 | 147800 | 3.4414 | 1.0 |
| 3.3604 | 10.71 | 147900 | 3.4408 | 1.0 |
| 3.3056 | 10.71 | 148000 | 3.4407 | 1.0 |
| 3.3201 | 10.72 | 148100 | 3.4404 | 1.0 |
| 3.4137 | 10.73 | 148200 | 3.4423 | 1.0 |
| 3.3336 | 10.74 | 148300 | 3.4455 | 1.0 |
| 3.317 | 10.74 | 148400 | 3.4426 | 1.0 |
| 3.2644 | 10.75 | 148500 | 3.4427 | 1.0 |
| 3.4462 | 10.76 | 148600 | 3.4429 | 1.0 |
| 3.448 | 10.77 | 148700 | 3.4479 | 1.0 |
| 3.8269 | 10.77 | 148800 | 3.4428 | 1.0 |
| 3.2383 | 10.78 | 148900 | 3.4400 | 1.0 |
| 3.4066 | 10.79 | 149000 | 3.4412 | 1.0 |
| 3.2348 | 10.79 | 149100 | 3.4491 | 1.0 |
| 3.2971 | 10.8 | 149200 | 3.4464 | 1.0 |
| 3.2493 | 10.81 | 149300 | 3.4509 | 1.0 |
| 3.4274 | 10.82 | 149400 | 3.4420 | 1.0 |
| 3.4327 | 10.82 | 149500 | 3.4441 | 1.0 |
| 3.7189 | 10.83 | 149600 | 3.4377 | 1.0 |
| 3.3102 | 10.84 | 149700 | 3.4484 | 1.0 |
| 3.4991 | 10.84 | 149800 | 3.4460 | 1.0 |
| 3.2776 | 10.85 | 149900 | 3.4428 | 1.0 |
| 3.4605 | 10.86 | 150000 | 3.4469 | 1.0 |
| 3.8307 | 10.87 | 150100 | 3.4500 | 1.0 |
| 3.3874 | 10.87 | 150200 | 3.4454 | 1.0 |
| 3.3007 | 10.88 | 150300 | 3.4433 | 1.0 |
| 3.4145 | 10.89 | 150400 | 3.4434 | 1.0 |
| 3.1793 | 10.9 | 150500 | 3.4401 | 1.0 |
| 3.27 | 10.9 | 150600 | 3.4459 | 1.0 |
| 3.3434 | 10.91 | 150700 | 3.4400 | 1.0 |
| 3.3301 | 10.92 | 150800 | 3.4389 | 1.0 |
| 3.622 | 10.92 | 150900 | 3.4451 | 1.0 |
| 3.2369 | 10.93 | 151000 | 3.4417 | 1.0 |
| 3.4093 | 10.94 | 151100 | 3.4520 | 1.0 |
| 3.3885 | 10.95 | 151200 | 3.4448 | 1.0 |
| 3.4032 | 10.95 | 151300 | 3.4453 | 1.0 |
| 3.4659 | 10.96 | 151400 | 3.4445 | 1.0 |
| 5.0434 | 10.97 | 151500 | 3.4457 | 1.0 |
| 3.5397 | 10.98 | 151600 | 3.4409 | 1.0 |
| 3.4057 | 10.98 | 151700 | 3.4426 | 1.0 |
| 3.2813 | 10.99 | 151800 | 3.4471 | 1.0 |
| 3.2432 | 11.0 | 151900 | 3.4465 | 1.0 |
| 3.3493 | 11.0 | 152000 | 3.4466 | 1.0 |
| 3.4295 | 11.01 | 152100 | 3.4379 | 1.0 |
| 3.2836 | 11.02 | 152200 | 3.4421 | 1.0 |
| 3.3436 | 11.03 | 152300 | 3.4429 | 1.0 |
| 3.2982 | 11.03 | 152400 | 3.4473 | 1.0 |
| 3.3687 | 11.04 | 152500 | 3.4428 | 1.0 |
| 3.362 | 11.05 | 152600 | 3.4387 | 1.0 |
| 3.3621 | 11.05 | 152700 | 3.4410 | 1.0 |
| 3.4442 | 11.06 | 152800 | 3.4392 | 1.0 |
| 3.247 | 11.07 | 152900 | 3.4536 | 1.0 |
| 3.3843 | 11.08 | 153000 | 3.4479 | 1.0 |
| 3.3548 | 11.08 | 153100 | 3.4425 | 1.0 |
| 3.376 | 11.09 | 153200 | 3.4394 | 1.0 |
| 3.3866 | 11.1 | 153300 | 3.4389 | 1.0 |
| 3.3348 | 11.11 | 153400 | 3.4484 | 1.0 |
| 3.3206 | 11.11 | 153500 | 3.4468 | 1.0 |
| 3.4335 | 11.12 | 153600 | 3.4445 | 1.0 |
| 3.3921 | 11.13 | 153700 | 3.4456 | 1.0 |
| 3.434 | 11.13 | 153800 | 3.4422 | 1.0 |
| 3.3742 | 11.14 | 153900 | 3.4434 | 1.0 |
| 3.3157 | 11.15 | 154000 | 3.4444 | 1.0 |
| 3.4209 | 11.16 | 154100 | 3.4411 | 1.0 |
| 3.3413 | 11.16 | 154200 | 3.4457 | 1.0 |
| 3.3626 | 11.17 | 154300 | 3.4451 | 1.0 |
| 3.3541 | 11.18 | 154400 | 3.4391 | 1.0 |
| 3.2927 | 11.19 | 154500 | 3.4515 | 1.0 |
| 3.3222 | 11.19 | 154600 | 3.4498 | 1.0 |
| 3.2971 | 11.2 | 154700 | 3.4521 | 1.0 |
| 3.3817 | 11.21 | 154800 | 3.4482 | 1.0 |
| 3.3806 | 11.21 | 154900 | 3.4467 | 1.0 |
| 3.2959 | 11.22 | 155000 | 3.4417 | 1.0 |
| 3.4212 | 11.23 | 155100 | 3.4438 | 1.0 |
| 3.3606 | 11.24 | 155200 | 3.4382 | 1.0 |
| 3.3119 | 11.24 | 155300 | 3.4381 | 1.0 |
| 3.4004 | 11.25 | 155400 | 3.4403 | 1.0 |
| 3.2865 | 11.26 | 155500 | 3.4469 | 1.0 |
| 3.3606 | 11.26 | 155600 | 3.4492 | 1.0 |
| 3.2771 | 11.27 | 155700 | 3.4407 | 1.0 |
| 3.3281 | 11.28 | 155800 | 3.4461 | 1.0 |
| 3.3006 | 11.29 | 155900 | 3.4505 | 1.0 |
| 3.3116 | 11.29 | 156000 | 3.4440 | 1.0 |
| 3.4326 | 11.3 | 156100 | 3.4475 | 1.0 |
| 3.2976 | 11.31 | 156200 | 3.4517 | 1.0 |
| 3.3424 | 11.32 | 156300 | 3.4429 | 1.0 |
| 3.5005 | 11.32 | 156400 | 3.4398 | 1.0 |
| 3.2623 | 11.33 | 156500 | 3.4382 | 1.0 |
| 3.331 | 11.34 | 156600 | 3.4472 | 1.0 |
| 3.3657 | 11.34 | 156700 | 3.4413 | 1.0 |
| 3.3101 | 11.35 | 156800 | 3.4496 | 1.0 |
| 3.3516 | 11.36 | 156900 | 3.4465 | 1.0 |
| 3.752 | 11.37 | 157000 | 3.4419 | 1.0 |
| 3.2446 | 11.37 | 157100 | 3.4416 | 1.0 |
| 3.2753 | 11.38 | 157200 | 3.4406 | 1.0 |
| 3.2386 | 11.39 | 157300 | 3.4420 | 1.0 |
| 3.3541 | 11.4 | 157400 | 3.4409 | 1.0 |
| 3.4276 | 11.4 | 157500 | 3.4430 | 1.0 |
| 3.2635 | 11.41 | 157600 | 3.4442 | 1.0 |
| 3.4478 | 11.42 | 157700 | 3.4413 | 1.0 |
| 3.3043 | 11.42 | 157800 | 3.4491 | 1.0 |
| 3.3014 | 11.43 | 157900 | 3.4413 | 1.0 |
| 3.3542 | 11.44 | 158000 | 3.4436 | 1.0 |
| 3.3745 | 11.45 | 158100 | 3.4465 | 1.0 |
| 3.3318 | 11.45 | 158200 | 3.4463 | 1.0 |
| 3.3373 | 11.46 | 158300 | 3.4444 | 1.0 |
| 3.4279 | 11.47 | 158400 | 3.4386 | 1.0 |
| 3.3588 | 11.47 | 158500 | 3.4449 | 1.0 |
| 3.338 | 11.48 | 158600 | 3.4399 | 1.0 |
| 3.4119 | 11.49 | 158700 | 3.4376 | 1.0 |
| 3.2989 | 11.5 | 158800 | 3.4462 | 1.0 |
| 3.1883 | 11.5 | 158900 | 3.4398 | 1.0 |
| 3.277 | 11.51 | 159000 | 3.4457 | 1.0 |
| 3.2838 | 11.52 | 159100 | 3.4481 | 1.0 |
| 3.3205 | 11.53 | 159200 | 3.4496 | 1.0 |
| 3.2713 | 11.53 | 159300 | 3.4435 | 1.0 |
| 3.3927 | 11.54 | 159400 | 3.4441 | 1.0 |
| 3.5806 | 11.55 | 159500 | 3.4466 | 1.0 |
| 3.3704 | 11.55 | 159600 | 3.4462 | 1.0 |
| 3.3217 | 11.56 | 159700 | 3.4444 | 1.0 |
| 3.2637 | 11.57 | 159800 | 3.4481 | 1.0 |
| 3.2525 | 11.58 | 159900 | 3.4456 | 1.0 |
| 3.3364 | 11.58 | 160000 | 3.4445 | 1.0 |
| 3.3219 | 11.59 | 160100 | 3.4431 | 1.0 |
| 3.3982 | 11.6 | 160200 | 3.4489 | 1.0 |
| 3.2253 | 11.61 | 160300 | 3.4409 | 1.0 |
| 3.2497 | 11.61 | 160400 | 3.4427 | 1.0 |
| 3.3137 | 11.62 | 160500 | 3.4454 | 1.0 |
| 3.566 | 11.63 | 160600 | 3.4419 | 1.0 |
| 3.3203 | 11.63 | 160700 | 3.4460 | 1.0 |
| 3.3048 | 11.64 | 160800 | 3.4439 | 1.0 |
| 3.371 | 11.65 | 160900 | 3.4432 | 1.0 |
| 3.249 | 11.66 | 161000 | 3.4412 | 1.0 |
| 3.2731 | 11.66 | 161100 | 3.4430 | 1.0 |
| 3.3787 | 11.67 | 161200 | 3.4426 | 1.0 |
| 3.2696 | 11.68 | 161300 | 3.4479 | 1.0 |
| 3.7056 | 11.68 | 161400 | 3.4417 | 1.0 |
| 3.3999 | 11.69 | 161500 | 3.4455 | 1.0 |
| 3.292 | 11.7 | 161600 | 3.4458 | 1.0 |
| 3.2673 | 11.71 | 161700 | 3.4398 | 1.0 |
| 3.4488 | 11.71 | 161800 | 3.4445 | 1.0 |
| 3.2858 | 11.72 | 161900 | 3.4422 | 1.0 |
| 3.4464 | 11.73 | 162000 | 3.4466 | 1.0 |
| 3.2651 | 11.74 | 162100 | 3.4460 | 1.0 |
| 3.2518 | 11.74 | 162200 | 3.4520 | 1.0 |
| 3.4483 | 11.75 | 162300 | 3.4447 | 1.0 |
| 3.2609 | 11.76 | 162400 | 3.4373 | 1.0 |
| 3.398 | 11.76 | 162500 | 3.4432 | 1.0 |
| 3.5529 | 11.77 | 162600 | 3.4435 | 1.0 |
| 3.3348 | 11.78 | 162700 | 3.4452 | 1.0 |
| 3.398 | 11.79 | 162800 | 3.4393 | 1.0 |
| 3.5933 | 11.79 | 162900 | 3.4418 | 1.0 |
| 3.3373 | 11.8 | 163000 | 3.4434 | 1.0 |
| 3.3553 | 11.81 | 163100 | 3.4463 | 1.0 |
| 3.3234 | 11.81 | 163200 | 3.4421 | 1.0 |
| 3.3678 | 11.82 | 163300 | 3.4417 | 1.0 |
| 3.2942 | 11.83 | 163400 | 3.4454 | 1.0 |
| 3.5065 | 11.84 | 163500 | 3.4490 | 1.0 |
| 3.2952 | 11.84 | 163600 | 3.4468 | 1.0 |
| 3.7354 | 11.85 | 163700 | 3.4450 | 1.0 |
| 3.3021 | 11.86 | 163800 | 3.4439 | 1.0 |
| 3.3754 | 11.87 | 163900 | 3.4455 | 1.0 |
| 3.2568 | 11.87 | 164000 | 3.4400 | 1.0 |
| 3.3191 | 11.88 | 164100 | 3.4391 | 1.0 |
| 3.379 | 11.89 | 164200 | 3.4435 | 1.0 |
| 3.3221 | 11.89 | 164300 | 3.4440 | 1.0 |
| 3.3765 | 11.9 | 164400 | 3.4452 | 1.0 |
| 3.2364 | 11.91 | 164500 | 3.4445 | 1.0 |
| 3.6366 | 11.92 | 164600 | 3.4424 | 1.0 |
| 3.3871 | 11.92 | 164700 | 3.4398 | 1.0 |
| 3.3257 | 11.93 | 164800 | 3.4414 | 1.0 |
| 3.298 | 11.94 | 164900 | 3.4388 | 1.0 |
| 3.2322 | 11.95 | 165000 | 3.4410 | 1.0 |
| 3.4019 | 11.95 | 165100 | 3.4453 | 1.0 |
| 3.5989 | 11.96 | 165200 | 3.4435 | 1.0 |
| 3.3113 | 11.97 | 165300 | 3.4439 | 1.0 |
| 3.3364 | 11.97 | 165400 | 3.4416 | 1.0 |
| 3.3256 | 11.98 | 165500 | 3.4465 | 1.0 |
| 3.3355 | 11.99 | 165600 | 3.4434 | 1.0 |
| 3.3243 | 12.0 | 165700 | 3.4420 | 1.0 |
| 3.277 | 12.0 | 165800 | 3.4429 | 1.0 |
| 3.3413 | 12.01 | 165900 | 3.4418 | 1.0 |
| 3.3576 | 12.02 | 166000 | 3.4432 | 1.0 |
| 3.2624 | 12.02 | 166100 | 3.4493 | 1.0 |
| 3.4131 | 12.03 | 166200 | 3.4429 | 1.0 |
| 3.3717 | 12.04 | 166300 | 3.4460 | 1.0 |
| 3.4403 | 12.05 | 166400 | 3.4413 | 1.0 |
| 3.3418 | 12.05 | 166500 | 3.4425 | 1.0 |
| 3.2016 | 12.06 | 166600 | 3.4429 | 1.0 |
| 3.2851 | 12.07 | 166700 | 3.4427 | 1.0 |
| 3.3627 | 12.08 | 166800 | 3.4436 | 1.0 |
| 3.176 | 12.08 | 166900 | 3.4473 | 1.0 |
| 3.3159 | 12.09 | 167000 | 3.4431 | 1.0 |
| 3.335 | 12.1 | 167100 | 3.4425 | 1.0 |
| 3.2585 | 12.1 | 167200 | 3.4438 | 1.0 |
| 3.311 | 12.11 | 167300 | 3.4420 | 1.0 |
| 3.2594 | 12.12 | 167400 | 3.4402 | 1.0 |
| 3.3877 | 12.13 | 167500 | 3.4427 | 1.0 |
| 3.3837 | 12.13 | 167600 | 3.4468 | 1.0 |
| 3.4012 | 12.14 | 167700 | 3.4431 | 1.0 |
| 3.3258 | 12.15 | 167800 | 3.4405 | 1.0 |
| 3.5918 | 12.16 | 167900 | 3.4420 | 1.0 |
| 3.1809 | 12.16 | 168000 | 3.4487 | 1.0 |
| 3.2878 | 12.17 | 168100 | 3.4453 | 1.0 |
| 3.3626 | 12.18 | 168200 | 3.4469 | 1.0 |
| 3.3128 | 12.18 | 168300 | 3.4452 | 1.0 |
| 3.3257 | 12.19 | 168400 | 3.4466 | 1.0 |
| 3.3226 | 12.2 | 168500 | 3.4416 | 1.0 |
| 3.5412 | 12.21 | 168600 | 3.4479 | 1.0 |
| 3.2933 | 12.21 | 168700 | 3.4476 | 1.0 |
| 3.5552 | 12.22 | 168800 | 3.4431 | 1.0 |
| 3.3288 | 12.23 | 168900 | 3.4424 | 1.0 |
| 3.4587 | 12.23 | 169000 | 3.4423 | 1.0 |
| 3.3286 | 12.24 | 169100 | 3.4449 | 1.0 |
| 3.2894 | 12.25 | 169200 | 3.4432 | 1.0 |
| 4.5148 | 12.26 | 169300 | 3.4424 | 1.0 |
| 3.3809 | 12.26 | 169400 | 3.4472 | 1.0 |
| 3.2641 | 12.27 | 169500 | 3.4456 | 1.0 |
| 3.3429 | 12.28 | 169600 | 3.4443 | 1.0 |
| 3.2988 | 12.29 | 169700 | 3.4423 | 1.0 |
| 3.3795 | 12.29 | 169800 | 3.4408 | 1.0 |
| 3.2812 | 12.3 | 169900 | 3.4468 | 1.0 |
| 3.2393 | 12.31 | 170000 | 3.4415 | 1.0 |
| 3.3997 | 12.31 | 170100 | 3.4426 | 1.0 |
| 3.3112 | 12.32 | 170200 | 3.4424 | 1.0 |
| 3.4299 | 12.33 | 170300 | 3.4434 | 1.0 |
| 3.486 | 12.34 | 170400 | 3.4454 | 1.0 |
| 3.2899 | 12.34 | 170500 | 3.4451 | 1.0 |
| 3.4311 | 12.35 | 170600 | 3.4456 | 1.0 |
| 3.2727 | 12.36 | 170700 | 3.4472 | 1.0 |
| 3.3182 | 12.37 | 170800 | 3.4409 | 1.0 |
| 3.5047 | 12.37 | 170900 | 3.4412 | 1.0 |
| 3.3801 | 12.38 | 171000 | 3.4403 | 1.0 |
| 3.3643 | 12.39 | 171100 | 3.4400 | 1.0 |
| 3.3132 | 12.39 | 171200 | 3.4417 | 1.0 |
| 3.3558 | 12.4 | 171300 | 3.4440 | 1.0 |
| 3.4187 | 12.41 | 171400 | 3.4470 | 1.0 |
| 3.3376 | 12.42 | 171500 | 3.4450 | 1.0 |
| 3.3095 | 12.42 | 171600 | 3.4456 | 1.0 |
| 3.3304 | 12.43 | 171700 | 3.4465 | 1.0 |
| 3.4092 | 12.44 | 171800 | 3.4500 | 1.0 |
| 3.4149 | 12.44 | 171900 | 3.4459 | 1.0 |
| 5.8155 | 12.45 | 172000 | 3.4422 | 1.0 |
| 3.3086 | 12.46 | 172100 | 3.4405 | 1.0 |
| 3.2699 | 12.47 | 172200 | 3.4439 | 1.0 |
| 3.2727 | 12.47 | 172300 | 3.4465 | 1.0 |
| 3.4084 | 12.48 | 172400 | 3.4495 | 1.0 |
| 3.3246 | 12.49 | 172500 | 3.4451 | 1.0 |
| 3.4584 | 12.5 | 172600 | 3.4404 | 1.0 |
| 3.3491 | 12.5 | 172700 | 3.4407 | 1.0 |
| 3.3103 | 12.51 | 172800 | 3.4417 | 1.0 |
| 3.3413 | 12.52 | 172900 | 3.4452 | 1.0 |
| 3.3625 | 12.52 | 173000 | 3.4437 | 1.0 |
| 3.3988 | 12.53 | 173100 | 3.4452 | 1.0 |
| 3.3915 | 12.54 | 173200 | 3.4428 | 1.0 |
| 3.2812 | 12.55 | 173300 | 3.4445 | 1.0 |
| 3.2952 | 12.55 | 173400 | 3.4450 | 1.0 |
| 3.4923 | 12.56 | 173500 | 3.4419 | 1.0 |
| 3.4275 | 12.57 | 173600 | 3.4420 | 1.0 |
| 3.8005 | 12.58 | 173700 | 3.4465 | 1.0 |
| 3.5748 | 12.58 | 173800 | 3.4437 | 1.0 |
| 3.283 | 12.59 | 173900 | 3.4441 | 1.0 |
| 3.3727 | 12.6 | 174000 | 3.4444 | 1.0 |
| 3.285 | 12.6 | 174100 | 3.4443 | 1.0 |
| 3.4836 | 12.61 | 174200 | 3.4422 | 1.0 |
| 3.5803 | 12.62 | 174300 | 3.4426 | 1.0 |
| 3.2655 | 12.63 | 174400 | 3.4420 | 1.0 |
| 3.3653 | 12.63 | 174500 | 3.4463 | 1.0 |
| 3.3581 | 12.64 | 174600 | 3.4464 | 1.0 |
| 3.2738 | 12.65 | 174700 | 3.4435 | 1.0 |
| 3.3552 | 12.65 | 174800 | 3.4409 | 1.0 |
| 3.3571 | 12.66 | 174900 | 3.4467 | 1.0 |
| 3.3093 | 12.67 | 175000 | 3.4423 | 1.0 |
| 3.6147 | 12.68 | 175100 | 3.4444 | 1.0 |
| 3.2892 | 12.68 | 175200 | 3.4420 | 1.0 |
| 3.4071 | 12.69 | 175300 | 3.4455 | 1.0 |
| 3.3201 | 12.7 | 175400 | 3.4502 | 1.0 |
| 3.308 | 12.71 | 175500 | 3.4428 | 1.0 |
| 3.3885 | 12.71 | 175600 | 3.4452 | 1.0 |
| 3.3285 | 12.72 | 175700 | 3.4418 | 1.0 |
| 3.3647 | 12.73 | 175800 | 3.4446 | 1.0 |
| 3.2559 | 12.73 | 175900 | 3.4433 | 1.0 |
| 3.4547 | 12.74 | 176000 | 3.4484 | 1.0 |
| 3.395 | 12.75 | 176100 | 3.4464 | 1.0 |
| 3.4244 | 12.76 | 176200 | 3.4468 | 1.0 |
| 3.4961 | 12.76 | 176300 | 3.4441 | 1.0 |
| 3.4281 | 12.77 | 176400 | 3.4419 | 1.0 |
| 3.4241 | 12.78 | 176500 | 3.4407 | 1.0 |
| 3.2563 | 12.79 | 176600 | 3.4430 | 1.0 |
| 3.3779 | 12.79 | 176700 | 3.4437 | 1.0 |
| 3.3268 | 12.8 | 176800 | 3.4457 | 1.0 |
| 3.4255 | 12.81 | 176900 | 3.4437 | 1.0 |
| 3.3086 | 12.81 | 177000 | 3.4422 | 1.0 |
| 3.3619 | 12.82 | 177100 | 3.4447 | 1.0 |
| 3.2334 | 12.83 | 177200 | 3.4457 | 1.0 |
| 3.4318 | 12.84 | 177300 | 3.4413 | 1.0 |
| 3.2553 | 12.84 | 177400 | 3.4425 | 1.0 |
| 3.225 | 12.85 | 177500 | 3.4435 | 1.0 |
| 3.3984 | 12.86 | 177600 | 3.4518 | 1.0 |
| 3.5566 | 12.86 | 177700 | 3.4481 | 1.0 |
| 4.3006 | 12.87 | 177800 | 3.4463 | 1.0 |
| 3.2232 | 12.88 | 177900 | 3.4454 | 1.0 |
| 3.2224 | 12.89 | 178000 | 3.4452 | 1.0 |
| 3.3974 | 12.89 | 178100 | 3.4430 | 1.0 |
| 3.4688 | 12.9 | 178200 | 3.4441 | 1.0 |
| 3.293 | 12.91 | 178300 | 3.4422 | 1.0 |
| 3.7722 | 12.92 | 178400 | 3.4459 | 1.0 |
| 3.3155 | 12.92 | 178500 | 3.4451 | 1.0 |
| 3.3955 | 12.93 | 178600 | 3.4438 | 1.0 |
| 3.2985 | 12.94 | 178700 | 3.4411 | 1.0 |
| 3.3729 | 12.94 | 178800 | 3.4415 | 1.0 |
| 3.3966 | 12.95 | 178900 | 3.4433 | 1.0 |
| 3.2917 | 12.96 | 179000 | 3.4422 | 1.0 |
| 3.3772 | 12.97 | 179100 | 3.4426 | 1.0 |
| 3.2921 | 12.97 | 179200 | 3.4458 | 1.0 |
| 3.2751 | 12.98 | 179300 | 3.4429 | 1.0 |
| 3.4227 | 12.99 | 179400 | 3.4429 | 1.0 |
| 3.3031 | 13.0 | 179500 | 3.4463 | 1.0 |
| 3.3257 | 13.0 | 179600 | 3.4496 | 1.0 |
| 3.3472 | 13.01 | 179700 | 3.4436 | 1.0 |
| 3.4014 | 13.02 | 179800 | 3.4484 | 1.0 |
| 3.4494 | 13.02 | 179900 | 3.4418 | 1.0 |
| 3.559 | 13.03 | 180000 | 3.4425 | 1.0 |
| 3.3253 | 13.04 | 180100 | 3.4412 | 1.0 |
| 3.2797 | 13.05 | 180200 | 3.4464 | 1.0 |
| 3.3854 | 13.05 | 180300 | 3.4484 | 1.0 |
| 3.24 | 13.06 | 180400 | 3.4446 | 1.0 |
| 3.2406 | 13.07 | 180500 | 3.4453 | 1.0 |
| 3.3609 | 13.07 | 180600 | 3.4425 | 1.0 |
| 3.3496 | 13.08 | 180700 | 3.4465 | 1.0 |
| 3.2963 | 13.09 | 180800 | 3.4437 | 1.0 |
| 3.2781 | 13.1 | 180900 | 3.4481 | 1.0 |
| 3.1707 | 13.1 | 181000 | 3.4465 | 1.0 |
| 3.5305 | 13.11 | 181100 | 3.4460 | 1.0 |
| 3.3498 | 13.12 | 181200 | 3.4423 | 1.0 |
| 3.276 | 13.13 | 181300 | 3.4402 | 1.0 |
| 3.2264 | 13.13 | 181400 | 3.4432 | 1.0 |
| 3.2517 | 13.14 | 181500 | 3.4408 | 1.0 |
| 3.3312 | 13.15 | 181600 | 3.4455 | 1.0 |
| 3.4057 | 13.15 | 181700 | 3.4476 | 1.0 |
| 3.34 | 13.16 | 181800 | 3.4415 | 1.0 |
| 3.2458 | 13.17 | 181900 | 3.4409 | 1.0 |
| 3.3949 | 13.18 | 182000 | 3.4405 | 1.0 |
| 3.289 | 13.18 | 182100 | 3.4431 | 1.0 |
| 3.4016 | 13.19 | 182200 | 3.4393 | 1.0 |
| 3.256 | 13.2 | 182300 | 3.4410 | 1.0 |
| 3.2597 | 13.2 | 182400 | 3.4391 | 1.0 |
| 3.2483 | 13.21 | 182500 | 3.4387 | 1.0 |
| 3.3637 | 13.22 | 182600 | 3.4409 | 1.0 |
| 3.2936 | 13.23 | 182700 | 3.4399 | 1.0 |
| 3.2666 | 13.23 | 182800 | 3.4458 | 1.0 |
| 3.3675 | 13.24 | 182900 | 3.4494 | 1.0 |
| 3.3538 | 13.25 | 183000 | 3.4430 | 1.0 |
| 3.3276 | 13.26 | 183100 | 3.4442 | 1.0 |
| 3.3851 | 13.26 | 183200 | 3.4425 | 1.0 |
| 3.3579 | 13.27 | 183300 | 3.4410 | 1.0 |
| 3.2882 | 13.28 | 183400 | 3.4400 | 1.0 |
| 3.3541 | 13.28 | 183500 | 3.4436 | 1.0 |
| 3.392 | 13.29 | 183600 | 3.4445 | 1.0 |
| 3.3857 | 13.3 | 183700 | 3.4477 | 1.0 |
| 3.3084 | 13.31 | 183800 | 3.4463 | 1.0 |
| 3.327 | 13.31 | 183900 | 3.4451 | 1.0 |
| 3.3967 | 13.32 | 184000 | 3.4483 | 1.0 |
| 3.3657 | 13.33 | 184100 | 3.4471 | 1.0 |
| 3.3732 | 13.34 | 184200 | 3.4465 | 1.0 |
| 3.366 | 13.34 | 184300 | 3.4459 | 1.0 |
| 3.2545 | 13.35 | 184400 | 3.4451 | 1.0 |
| 4.2873 | 13.36 | 184500 | 3.4425 | 1.0 |
| 3.6525 | 13.36 | 184600 | 3.4432 | 1.0 |
| 3.2921 | 13.37 | 184700 | 3.4437 | 1.0 |
| 3.273 | 13.38 | 184800 | 3.4420 | 1.0 |
| 3.267 | 13.39 | 184900 | 3.4445 | 1.0 |
| 3.3585 | 13.39 | 185000 | 3.4459 | 1.0 |
| 3.3271 | 13.4 | 185100 | 3.4424 | 1.0 |
| 3.3752 | 13.41 | 185200 | 3.4406 | 1.0 |
| 3.2715 | 13.41 | 185300 | 3.4424 | 1.0 |
| 3.2668 | 13.42 | 185400 | 3.4440 | 1.0 |
| 3.4546 | 13.43 | 185500 | 3.4464 | 1.0 |
| 3.2931 | 13.44 | 185600 | 3.4444 | 1.0 |
| 3.4428 | 13.44 | 185700 | 3.4443 | 1.0 |
| 3.4004 | 13.45 | 185800 | 3.4475 | 1.0 |
| 3.3416 | 13.46 | 185900 | 3.4447 | 1.0 |
| 3.3598 | 13.47 | 186000 | 3.4458 | 1.0 |
| 3.3348 | 13.47 | 186100 | 3.4420 | 1.0 |
| 3.2879 | 13.48 | 186200 | 3.4410 | 1.0 |
| 3.3791 | 13.49 | 186300 | 3.4481 | 1.0 |
| 3.3066 | 13.49 | 186400 | 3.4440 | 1.0 |
| 3.2824 | 13.5 | 186500 | 3.4447 | 1.0 |
| 3.4092 | 13.51 | 186600 | 3.4447 | 1.0 |
| 3.2679 | 13.52 | 186700 | 3.4443 | 1.0 |
| 3.3921 | 13.52 | 186800 | 3.4447 | 1.0 |
| 3.3348 | 13.53 | 186900 | 3.4424 | 1.0 |
| 3.2365 | 13.54 | 187000 | 3.4392 | 1.0 |
| 3.3355 | 13.55 | 187100 | 3.4387 | 1.0 |
| 3.2654 | 13.55 | 187200 | 3.4393 | 1.0 |
| 3.3085 | 13.56 | 187300 | 3.4404 | 1.0 |
| 3.3127 | 13.57 | 187400 | 3.4400 | 1.0 |
| 3.219 | 13.57 | 187500 | 3.4422 | 1.0 |
| 3.3733 | 13.58 | 187600 | 3.4391 | 1.0 |
| 3.2622 | 13.59 | 187700 | 3.4420 | 1.0 |
| 3.2188 | 13.6 | 187800 | 3.4445 | 1.0 |
| 3.2977 | 13.6 | 187900 | 3.4437 | 1.0 |
| 3.2994 | 13.61 | 188000 | 3.4463 | 1.0 |
| 3.2897 | 13.62 | 188100 | 3.4438 | 1.0 |
| 3.3194 | 13.62 | 188200 | 3.4452 | 1.0 |
| 3.3566 | 13.63 | 188300 | 3.4446 | 1.0 |
| 3.3442 | 13.64 | 188400 | 3.4509 | 1.0 |
| 3.58 | 13.65 | 188500 | 3.4509 | 1.0 |
| 3.4537 | 13.65 | 188600 | 3.4479 | 1.0 |
| 3.342 | 13.66 | 188700 | 3.4428 | 1.0 |
| 3.2765 | 13.67 | 188800 | 3.4410 | 1.0 |
| 3.2765 | 13.68 | 188900 | 3.4422 | 1.0 |
| 3.3381 | 13.68 | 189000 | 3.4400 | 1.0 |
| 3.2883 | 13.69 | 189100 | 3.4411 | 1.0 |
| 3.2861 | 13.7 | 189200 | 3.4417 | 1.0 |
| 3.3049 | 13.7 | 189300 | 3.4431 | 1.0 |
| 3.7184 | 13.71 | 189400 | 3.4446 | 1.0 |
| 3.3307 | 13.72 | 189500 | 3.4449 | 1.0 |
| 3.3274 | 13.73 | 189600 | 3.4456 | 1.0 |
| 3.3481 | 13.73 | 189700 | 3.4417 | 1.0 |
| 3.3763 | 13.74 | 189800 | 3.4439 | 1.0 |
| 3.3005 | 13.75 | 189900 | 3.4442 | 1.0 |
| 3.3775 | 13.76 | 190000 | 3.4458 | 1.0 |
| 3.284 | 13.76 | 190100 | 3.4427 | 1.0 |
| 3.2496 | 13.77 | 190200 | 3.4465 | 1.0 |
| 3.4141 | 13.78 | 190300 | 3.4422 | 1.0 |
| 3.3689 | 13.78 | 190400 | 3.4441 | 1.0 |
| 3.2925 | 13.79 | 190500 | 3.4446 | 1.0 |
| 3.334 | 13.8 | 190600 | 3.4447 | 1.0 |
| 3.4054 | 13.81 | 190700 | 3.4442 | 1.0 |
| 3.5985 | 13.81 | 190800 | 3.4418 | 1.0 |
| 3.307 | 13.82 | 190900 | 3.4437 | 1.0 |
| 3.2475 | 13.83 | 191000 | 3.4418 | 1.0 |
| 3.4217 | 13.83 | 191100 | 3.4429 | 1.0 |
| 3.2629 | 13.84 | 191200 | 3.4417 | 1.0 |
| 3.4471 | 13.85 | 191300 | 3.4420 | 1.0 |
| 3.3174 | 13.86 | 191400 | 3.4400 | 1.0 |
| 3.3505 | 13.86 | 191500 | 3.4430 | 1.0 |
| 3.4601 | 13.87 | 191600 | 3.4409 | 1.0 |
| 3.2617 | 13.88 | 191700 | 3.4439 | 1.0 |
| 3.4259 | 13.89 | 191800 | 3.4451 | 1.0 |
| 3.4135 | 13.89 | 191900 | 3.4424 | 1.0 |
| 3.2713 | 13.9 | 192000 | 3.4425 | 1.0 |
| 3.3399 | 13.91 | 192100 | 3.4450 | 1.0 |
| 3.375 | 13.91 | 192200 | 3.4440 | 1.0 |
| 3.2318 | 13.92 | 192300 | 3.4449 | 1.0 |
| 3.2925 | 13.93 | 192400 | 3.4430 | 1.0 |
| 3.416 | 13.94 | 192500 | 3.4440 | 1.0 |
| 3.283 | 13.94 | 192600 | 3.4441 | 1.0 |
| 3.249 | 13.95 | 192700 | 3.4436 | 1.0 |
| 3.3415 | 13.96 | 192800 | 3.4435 | 1.0 |
| 3.3123 | 13.97 | 192900 | 3.4427 | 1.0 |
| 3.3019 | 13.97 | 193000 | 3.4414 | 1.0 |
| 3.3949 | 13.98 | 193100 | 3.4409 | 1.0 |
| 3.3118 | 13.99 | 193200 | 3.4413 | 1.0 |
| 3.4302 | 13.99 | 193300 | 3.4431 | 1.0 |
| 3.382 | 14.0 | 193400 | 3.4439 | 1.0 |
| 3.4496 | 14.01 | 193500 | 3.4429 | 1.0 |
| 3.2643 | 14.02 | 193600 | 3.4454 | 1.0 |
| 3.2298 | 14.02 | 193700 | 3.4439 | 1.0 |
| 3.3804 | 14.03 | 193800 | 3.4429 | 1.0 |
| 3.2049 | 14.04 | 193900 | 3.4429 | 1.0 |
| 3.3818 | 14.04 | 194000 | 3.4420 | 1.0 |
| 3.2901 | 14.05 | 194100 | 3.4433 | 1.0 |
| 3.2989 | 14.06 | 194200 | 3.4419 | 1.0 |
| 3.2548 | 14.07 | 194300 | 3.4434 | 1.0 |
| 3.454 | 14.07 | 194400 | 3.4432 | 1.0 |
| 3.3365 | 14.08 | 194500 | 3.4433 | 1.0 |
| 3.3799 | 14.09 | 194600 | 3.4443 | 1.0 |
| 3.3536 | 14.1 | 194700 | 3.4438 | 1.0 |
| 3.5929 | 14.1 | 194800 | 3.4441 | 1.0 |
| 4.2116 | 14.11 | 194900 | 3.4433 | 1.0 |
| 3.4121 | 14.12 | 195000 | 3.4437 | 1.0 |
| 3.3715 | 14.12 | 195100 | 3.4442 | 1.0 |
| 3.4325 | 14.13 | 195200 | 3.4467 | 1.0 |
| 3.3585 | 14.14 | 195300 | 3.4450 | 1.0 |
| 3.3374 | 14.15 | 195400 | 3.4421 | 1.0 |
| 3.3519 | 14.15 | 195500 | 3.4421 | 1.0 |
| 3.4128 | 14.16 | 195600 | 3.4416 | 1.0 |
| 3.3448 | 14.17 | 195700 | 3.4412 | 1.0 |
| 3.4239 | 14.18 | 195800 | 3.4418 | 1.0 |
| 3.6124 | 14.18 | 195900 | 3.4440 | 1.0 |
| 3.3607 | 14.19 | 196000 | 3.4444 | 1.0 |
| 3.3141 | 14.2 | 196100 | 3.4433 | 1.0 |
| 3.4431 | 14.2 | 196200 | 3.4432 | 1.0 |
| 3.4539 | 14.21 | 196300 | 3.4426 | 1.0 |
| 3.3409 | 14.22 | 196400 | 3.4418 | 1.0 |
| 3.2736 | 14.23 | 196500 | 3.4422 | 1.0 |
| 3.8002 | 14.23 | 196600 | 3.4431 | 1.0 |
| 3.501 | 14.24 | 196700 | 3.4421 | 1.0 |
| 3.3537 | 14.25 | 196800 | 3.4420 | 1.0 |
| 3.4373 | 14.25 | 196900 | 3.4412 | 1.0 |
| 3.359 | 14.26 | 197000 | 3.4412 | 1.0 |
| 3.302 | 14.27 | 197100 | 3.4425 | 1.0 |
| 3.3282 | 14.28 | 197200 | 3.4424 | 1.0 |
| 3.3941 | 14.28 | 197300 | 3.4424 | 1.0 |
| 4.4183 | 14.29 | 197400 | 3.4435 | 1.0 |
| 3.4406 | 14.3 | 197500 | 3.4432 | 1.0 |
| 3.285 | 14.31 | 197600 | 3.4432 | 1.0 |
| 3.3289 | 14.31 | 197700 | 3.4442 | 1.0 |
| 3.3085 | 14.32 | 197800 | 3.4426 | 1.0 |
| 3.2033 | 14.33 | 197900 | 3.4446 | 1.0 |
| 3.3691 | 14.33 | 198000 | 3.4448 | 1.0 |
| 3.3715 | 14.34 | 198100 | 3.4448 | 1.0 |
| 4.5572 | 14.35 | 198200 | 3.4432 | 1.0 |
| 3.3509 | 14.36 | 198300 | 3.4431 | 1.0 |
| 3.3179 | 14.36 | 198400 | 3.4426 | 1.0 |
| 3.2891 | 14.37 | 198500 | 3.4436 | 1.0 |
| 3.3872 | 14.38 | 198600 | 3.4436 | 1.0 |
| 3.3177 | 14.38 | 198700 | 3.4442 | 1.0 |
| 3.4302 | 14.39 | 198800 | 3.4446 | 1.0 |
| 3.3834 | 14.4 | 198900 | 3.4441 | 1.0 |
| 3.4318 | 14.41 | 199000 | 3.4430 | 1.0 |
| 3.4176 | 14.41 | 199100 | 3.4431 | 1.0 |
| 4.6882 | 14.42 | 199200 | 3.4431 | 1.0 |
| 3.2657 | 14.43 | 199300 | 3.4436 | 1.0 |
| 3.3929 | 14.44 | 199400 | 3.4436 | 1.0 |
| 5.337 | 14.44 | 199500 | 3.4432 | 1.0 |
| 3.4289 | 14.45 | 199600 | 3.4432 | 1.0 |
| 3.2498 | 14.46 | 199700 | 3.4435 | 1.0 |
| 3.3635 | 14.46 | 199800 | 3.4432 | 1.0 |
| 5.4355 | 14.47 | 199900 | 3.4418 | 1.0 |
| 3.2158 | 14.48 | 200000 | 3.4427 | 1.0 |
| 3.4885 | 14.49 | 200100 | 3.4435 | 1.0 |
| 3.3739 | 14.49 | 200200 | 3.4430 | 1.0 |
| 3.4712 | 14.5 | 200300 | 3.4434 | 1.0 |
| 3.3742 | 14.51 | 200400 | 3.4444 | 1.0 |
| 3.3465 | 14.52 | 200500 | 3.4429 | 1.0 |
| 3.3277 | 14.52 | 200600 | 3.4430 | 1.0 |
| 3.3073 | 14.53 | 200700 | 3.4431 | 1.0 |
| 3.33 | 14.54 | 200800 | 3.4432 | 1.0 |
| 3.3857 | 14.54 | 200900 | 3.4436 | 1.0 |
| 3.4481 | 14.55 | 201000 | 3.4430 | 1.0 |
| 3.546 | 14.56 | 201100 | 3.4416 | 1.0 |
| 3.4435 | 14.57 | 201200 | 3.4404 | 1.0 |
| 3.3237 | 14.57 | 201300 | 3.4408 | 1.0 |
| 3.3347 | 14.58 | 201400 | 3.4420 | 1.0 |
| 4.5461 | 14.59 | 201500 | 3.4420 | 1.0 |
| 3.3307 | 14.59 | 201600 | 3.4430 | 1.0 |
| 3.3899 | 14.6 | 201700 | 3.4439 | 1.0 |
| 3.2613 | 14.61 | 201800 | 3.4435 | 1.0 |
| 3.2693 | 14.62 | 201900 | 3.4426 | 1.0 |
| 3.3621 | 14.62 | 202000 | 3.4430 | 1.0 |
| 3.4383 | 14.63 | 202100 | 3.4434 | 1.0 |
| 3.5096 | 14.64 | 202200 | 3.4444 | 1.0 |
| 3.3962 | 14.65 | 202300 | 3.4445 | 1.0 |
| 3.3854 | 14.65 | 202400 | 3.4441 | 1.0 |
| 3.3116 | 14.66 | 202500 | 3.4445 | 1.0 |
| 3.3691 | 14.67 | 202600 | 3.4445 | 1.0 |
| 3.3821 | 14.67 | 202700 | 3.4440 | 1.0 |
| 3.2872 | 14.68 | 202800 | 3.4431 | 1.0 |
| 3.3575 | 14.69 | 202900 | 3.4431 | 1.0 |
| 3.2881 | 14.7 | 203000 | 3.4435 | 1.0 |
| 3.4115 | 14.7 | 203100 | 3.4440 | 1.0 |
| 3.3814 | 14.71 | 203200 | 3.4439 | 1.0 |
| 3.3609 | 14.72 | 203300 | 3.4435 | 1.0 |
| 3.3261 | 14.73 | 203400 | 3.4430 | 1.0 |
| 3.2983 | 14.73 | 203500 | 3.4435 | 1.0 |
| 3.3094 | 14.74 | 203600 | 3.4431 | 1.0 |
| 3.2582 | 14.75 | 203700 | 3.4431 | 1.0 |
| 3.2963 | 14.75 | 203800 | 3.4435 | 1.0 |
| 3.361 | 14.76 | 203900 | 3.4435 | 1.0 |
| 3.2636 | 14.77 | 204000 | 3.4440 | 1.0 |
| 3.2908 | 14.78 | 204100 | 3.4439 | 1.0 |
| 3.4743 | 14.78 | 204200 | 3.4445 | 1.0 |
| 3.2633 | 14.79 | 204300 | 3.4444 | 1.0 |
| 3.6696 | 14.8 | 204400 | 3.4440 | 1.0 |
| 3.4295 | 14.8 | 204500 | 3.4439 | 1.0 |
| 3.2838 | 14.81 | 204600 | 3.4439 | 1.0 |
| 3.285 | 14.82 | 204700 | 3.4439 | 1.0 |
| 3.2501 | 14.83 | 204800 | 3.4443 | 1.0 |
| 3.2872 | 14.83 | 204900 | 3.4443 | 1.0 |
| 3.3486 | 14.84 | 205000 | 3.4443 | 1.0 |
| 3.2943 | 14.85 | 205100 | 3.4443 | 1.0 |
| 3.2908 | 14.86 | 205200 | 3.4438 | 1.0 |
| 4.0962 | 14.86 | 205300 | 3.4443 | 1.0 |
| 3.2306 | 14.87 | 205400 | 3.4433 | 1.0 |
| 3.4682 | 14.88 | 205500 | 3.4433 | 1.0 |
| 3.2785 | 14.88 | 205600 | 3.4438 | 1.0 |
| 3.4161 | 14.89 | 205700 | 3.4438 | 1.0 |
| 3.299 | 14.9 | 205800 | 3.4438 | 1.0 |
| 3.3116 | 14.91 | 205900 | 3.4438 | 1.0 |
| 3.3456 | 14.91 | 206000 | 3.4439 | 1.0 |
| 3.263 | 14.92 | 206100 | 3.4439 | 1.0 |
| 3.4408 | 14.93 | 206200 | 3.4444 | 1.0 |
| 3.3478 | 14.94 | 206300 | 3.4443 | 1.0 |
| 3.1718 | 14.94 | 206400 | 3.4438 | 1.0 |
| 3.2811 | 14.95 | 206500 | 3.4439 | 1.0 |
| 3.4132 | 14.96 | 206600 | 3.4439 | 1.0 |
| 3.2337 | 14.96 | 206700 | 3.4439 | 1.0 |
| 3.3859 | 14.97 | 206800 | 3.4439 | 1.0 |
| 3.3501 | 14.98 | 206900 | 3.4439 | 1.0 |
| 3.5111 | 14.99 | 207000 | 3.4439 | 1.0 |
| 3.5375 | 14.99 | 207100 | 3.4439 | 1.0 |
Framework versions
- Transformers 4.17.0.dev0
- Pytorch 1.10.0+cu111
- Datasets 1.18.3
- Tokenizers 0.10.3
