diff --git "a/README.md" "b/README.md" --- "a/README.md" +++ "b/README.md" @@ -22,7 +22,7 @@ model-index: metrics: - name: Accuracy type: accuracy - value: 0.575 + value: 0.59375 --- This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset. It achieves the following results on the evaluation set: -- Loss: 1.3185 -- Accuracy: 0.575 +- Loss: 1.2748 +- Accuracy: 0.5938 ## Model description @@ -52,818 +52,1768 @@ More information needed ### Training hyperparameters The following hyperparameters were used during training: -- learning_rate: 1e-06 +- learning_rate: 7e-07 - train_batch_size: 32 - eval_batch_size: 32 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear -- num_epochs: 800 +- num_epochs: 1750 ### Training results -| Training Loss | Epoch | Step | Validation Loss | Accuracy | -|:-------------:|:-----:|:-----:|:---------------:|:--------:| -| No log | 1.0 | 20 | 2.0689 | 0.15 | -| No log | 2.0 | 40 | 2.0665 | 0.1375 | -| No log | 3.0 | 60 | 2.0623 | 0.1688 | -| No log | 4.0 | 80 | 2.0703 | 0.1812 | -| No log | 5.0 | 100 | 2.0653 | 0.1375 | -| No log | 6.0 | 120 | 2.0548 | 0.1688 | -| No log | 7.0 | 140 | 2.0584 | 0.2062 | -| No log | 8.0 | 160 | 2.0568 | 0.2062 | -| No log | 9.0 | 180 | 2.0540 | 0.1812 | -| No log | 10.0 | 200 | 2.0554 | 0.1812 | -| No log | 11.0 | 220 | 2.0409 | 0.225 | -| No log | 12.0 | 240 | 2.0489 | 0.1812 | -| No log | 13.0 | 260 | 2.0499 | 0.1688 | -| No log | 14.0 | 280 | 2.0381 | 0.2562 | -| No log | 15.0 | 300 | 2.0409 | 0.225 | -| No log | 16.0 | 320 | 2.0318 | 0.2437 | -| No log | 17.0 | 340 | 2.0372 | 0.2062 | -| No log | 18.0 | 360 | 2.0267 | 0.2687 | -| No log | 19.0 | 380 | 2.0293 | 0.225 | -| No log | 20.0 | 400 | 2.0226 | 0.2188 | -| No log | 21.0 | 420 | 2.0233 | 0.2188 | -| No log | 22.0 | 440 | 2.0153 | 0.2562 | -| No log | 23.0 | 460 | 2.0194 | 0.2313 | -| No log | 24.0 | 480 | 2.0044 | 0.2313 | -| 2.0273 | 25.0 | 500 | 2.0042 | 0.2687 | -| 2.0273 | 26.0 | 520 | 1.9882 | 0.3187 | -| 2.0273 | 27.0 | 540 | 1.9972 | 0.2562 | -| 2.0273 | 28.0 | 560 | 1.9931 | 0.2188 | -| 2.0273 | 29.0 | 580 | 1.9778 | 0.2375 | -| 2.0273 | 30.0 | 600 | 1.9766 | 0.2687 | -| 2.0273 | 31.0 | 620 | 1.9758 | 0.2687 | -| 2.0273 | 32.0 | 640 | 1.9807 | 0.2687 | -| 2.0273 | 33.0 | 660 | 1.9606 | 0.2812 | -| 2.0273 | 34.0 | 680 | 1.9600 | 0.2875 | -| 2.0273 | 35.0 | 700 | 1.9547 | 0.2938 | -| 2.0273 | 36.0 | 720 | 1.9508 | 0.3 | -| 2.0273 | 37.0 | 740 | 1.9340 | 0.3375 | -| 2.0273 | 38.0 | 760 | 1.9396 | 0.3125 | -| 2.0273 | 39.0 | 780 | 1.9257 | 0.35 | -| 2.0273 | 40.0 | 800 | 1.9229 | 0.3187 | -| 2.0273 | 41.0 | 820 | 1.9166 | 0.3312 | -| 2.0273 | 42.0 | 840 | 1.9168 | 0.2938 | -| 2.0273 | 43.0 | 860 | 1.9121 | 0.3375 | -| 2.0273 | 44.0 | 880 | 1.8915 | 0.35 | -| 2.0273 | 45.0 | 900 | 1.8861 | 0.3688 | -| 2.0273 | 46.0 | 920 | 1.8894 | 0.325 | -| 2.0273 | 47.0 | 940 | 1.8817 | 0.3125 | -| 2.0273 | 48.0 | 960 | 1.8734 | 0.3312 | -| 2.0273 | 49.0 | 980 | 1.8580 | 0.375 | -| 1.882 | 50.0 | 1000 | 1.8501 | 0.3937 | -| 1.882 | 51.0 | 1020 | 1.8549 | 0.3438 | -| 1.882 | 52.0 | 1040 | 1.8407 | 0.3563 | -| 1.882 | 53.0 | 1060 | 1.8451 | 0.3563 | -| 1.882 | 54.0 | 1080 | 1.8344 | 0.3875 | -| 1.882 | 55.0 | 1100 | 1.8183 | 0.3875 | -| 1.882 | 56.0 | 1120 | 1.8092 | 0.425 | -| 1.882 | 57.0 | 1140 | 1.8214 | 0.3312 | -| 1.882 | 58.0 | 1160 | 1.8085 | 0.375 | -| 1.882 | 59.0 | 1180 | 1.8091 | 0.3438 | -| 1.882 | 60.0 | 1200 | 1.7827 | 0.4125 | -| 1.882 | 61.0 | 1220 | 1.7981 | 0.3812 | -| 1.882 | 62.0 | 1240 | 1.7817 | 0.4 | -| 1.882 | 63.0 | 1260 | 1.7778 | 0.3812 | -| 1.882 | 64.0 | 1280 | 1.7634 | 0.3875 | -| 1.882 | 65.0 | 1300 | 1.7501 | 0.4125 | -| 1.882 | 66.0 | 1320 | 1.7482 | 0.425 | -| 1.882 | 67.0 | 1340 | 1.7606 | 0.4125 | -| 1.882 | 68.0 | 1360 | 1.7386 | 0.3937 | -| 1.882 | 69.0 | 1380 | 1.7395 | 0.3875 | -| 1.882 | 70.0 | 1400 | 1.7270 | 0.4062 | -| 1.882 | 71.0 | 1420 | 1.7322 | 0.3563 | -| 1.882 | 72.0 | 1440 | 1.7130 | 0.4188 | -| 1.882 | 73.0 | 1460 | 1.7162 | 0.3937 | -| 1.882 | 74.0 | 1480 | 1.7162 | 0.375 | -| 1.7075 | 75.0 | 1500 | 1.6970 | 0.4 | -| 1.7075 | 76.0 | 1520 | 1.7037 | 0.4125 | -| 1.7075 | 77.0 | 1540 | 1.6889 | 0.4125 | -| 1.7075 | 78.0 | 1560 | 1.6988 | 0.4188 | -| 1.7075 | 79.0 | 1580 | 1.6876 | 0.4313 | -| 1.7075 | 80.0 | 1600 | 1.6803 | 0.4188 | -| 1.7075 | 81.0 | 1620 | 1.6832 | 0.4562 | -| 1.7075 | 82.0 | 1640 | 1.6722 | 0.45 | -| 1.7075 | 83.0 | 1660 | 1.6658 | 0.4375 | -| 1.7075 | 84.0 | 1680 | 1.6627 | 0.4188 | -| 1.7075 | 85.0 | 1700 | 1.6495 | 0.4562 | -| 1.7075 | 86.0 | 1720 | 1.6480 | 0.4375 | -| 1.7075 | 87.0 | 1740 | 1.6446 | 0.4625 | -| 1.7075 | 88.0 | 1760 | 1.6404 | 0.4562 | -| 1.7075 | 89.0 | 1780 | 1.6592 | 0.4125 | -| 1.7075 | 90.0 | 1800 | 1.6353 | 0.4375 | -| 1.7075 | 91.0 | 1820 | 1.6348 | 0.4875 | -| 1.7075 | 92.0 | 1840 | 1.6355 | 0.4375 | -| 1.7075 | 93.0 | 1860 | 1.6381 | 0.4437 | -| 1.7075 | 94.0 | 1880 | 1.6304 | 0.45 | -| 1.7075 | 95.0 | 1900 | 1.6138 | 0.4562 | -| 1.7075 | 96.0 | 1920 | 1.6141 | 0.475 | -| 1.7075 | 97.0 | 1940 | 1.6229 | 0.4 | -| 1.7075 | 98.0 | 1960 | 1.6009 | 0.4437 | -| 1.7075 | 99.0 | 1980 | 1.6010 | 0.4688 | -| 1.5695 | 100.0 | 2000 | 1.6261 | 0.4562 | -| 1.5695 | 101.0 | 2020 | 1.6018 | 0.45 | -| 1.5695 | 102.0 | 2040 | 1.5883 | 0.45 | -| 1.5695 | 103.0 | 2060 | 1.6075 | 0.4562 | -| 1.5695 | 104.0 | 2080 | 1.6004 | 0.4125 | -| 1.5695 | 105.0 | 2100 | 1.5879 | 0.4375 | -| 1.5695 | 106.0 | 2120 | 1.5961 | 0.4688 | -| 1.5695 | 107.0 | 2140 | 1.5862 | 0.4313 | -| 1.5695 | 108.0 | 2160 | 1.5832 | 0.475 | -| 1.5695 | 109.0 | 2180 | 1.5747 | 0.4938 | -| 1.5695 | 110.0 | 2200 | 1.5922 | 0.425 | -| 1.5695 | 111.0 | 2220 | 1.5614 | 0.475 | -| 1.5695 | 112.0 | 2240 | 1.5613 | 0.5375 | -| 1.5695 | 113.0 | 2260 | 1.5429 | 0.4938 | -| 1.5695 | 114.0 | 2280 | 1.5834 | 0.475 | -| 1.5695 | 115.0 | 2300 | 1.5670 | 0.475 | -| 1.5695 | 116.0 | 2320 | 1.5517 | 0.4688 | -| 1.5695 | 117.0 | 2340 | 1.5679 | 0.45 | -| 1.5695 | 118.0 | 2360 | 1.5536 | 0.4562 | -| 1.5695 | 119.0 | 2380 | 1.5414 | 0.475 | -| 1.5695 | 120.0 | 2400 | 1.5498 | 0.4625 | -| 1.5695 | 121.0 | 2420 | 1.5417 | 0.4875 | -| 1.5695 | 122.0 | 2440 | 1.5280 | 0.475 | -| 1.5695 | 123.0 | 2460 | 1.5350 | 0.4813 | -| 1.5695 | 124.0 | 2480 | 1.5410 | 0.4813 | -| 1.4677 | 125.0 | 2500 | 1.5477 | 0.475 | -| 1.4677 | 126.0 | 2520 | 1.5238 | 0.45 | -| 1.4677 | 127.0 | 2540 | 1.5244 | 0.5312 | -| 1.4677 | 128.0 | 2560 | 1.5333 | 0.5062 | -| 1.4677 | 129.0 | 2580 | 1.5320 | 0.4813 | -| 1.4677 | 130.0 | 2600 | 1.5320 | 0.4437 | -| 1.4677 | 131.0 | 2620 | 1.5162 | 0.4437 | -| 1.4677 | 132.0 | 2640 | 1.5372 | 0.475 | -| 1.4677 | 133.0 | 2660 | 1.5059 | 0.4625 | -| 1.4677 | 134.0 | 2680 | 1.5103 | 0.4813 | -| 1.4677 | 135.0 | 2700 | 1.5222 | 0.4875 | -| 1.4677 | 136.0 | 2720 | 1.5226 | 0.5188 | -| 1.4677 | 137.0 | 2740 | 1.5051 | 0.4562 | -| 1.4677 | 138.0 | 2760 | 1.5082 | 0.4688 | -| 1.4677 | 139.0 | 2780 | 1.5090 | 0.475 | -| 1.4677 | 140.0 | 2800 | 1.4852 | 0.525 | -| 1.4677 | 141.0 | 2820 | 1.5049 | 0.4813 | -| 1.4677 | 142.0 | 2840 | 1.4974 | 0.4938 | -| 1.4677 | 143.0 | 2860 | 1.5092 | 0.4813 | -| 1.4677 | 144.0 | 2880 | 1.5012 | 0.5062 | -| 1.4677 | 145.0 | 2900 | 1.4900 | 0.5 | -| 1.4677 | 146.0 | 2920 | 1.4842 | 0.5 | -| 1.4677 | 147.0 | 2940 | 1.4931 | 0.5 | -| 1.4677 | 148.0 | 2960 | 1.4897 | 0.5125 | -| 1.4677 | 149.0 | 2980 | 1.4863 | 0.4813 | -| 1.3784 | 150.0 | 3000 | 1.4943 | 0.4437 | -| 1.3784 | 151.0 | 3020 | 1.4654 | 0.5312 | -| 1.3784 | 152.0 | 3040 | 1.4678 | 0.5625 | -| 1.3784 | 153.0 | 3060 | 1.4709 | 0.4938 | -| 1.3784 | 154.0 | 3080 | 1.4700 | 0.4938 | -| 1.3784 | 155.0 | 3100 | 1.4780 | 0.4813 | -| 1.3784 | 156.0 | 3120 | 1.4660 | 0.475 | -| 1.3784 | 157.0 | 3140 | 1.4710 | 0.4813 | -| 1.3784 | 158.0 | 3160 | 1.4880 | 0.4562 | -| 1.3784 | 159.0 | 3180 | 1.4728 | 0.5125 | -| 1.3784 | 160.0 | 3200 | 1.4509 | 0.5188 | -| 1.3784 | 161.0 | 3220 | 1.4529 | 0.5312 | -| 1.3784 | 162.0 | 3240 | 1.4668 | 0.5 | -| 1.3784 | 163.0 | 3260 | 1.4717 | 0.4625 | -| 1.3784 | 164.0 | 3280 | 1.4670 | 0.5188 | -| 1.3784 | 165.0 | 3300 | 1.4543 | 0.4938 | -| 1.3784 | 166.0 | 3320 | 1.4467 | 0.5062 | -| 1.3784 | 167.0 | 3340 | 1.4661 | 0.4938 | -| 1.3784 | 168.0 | 3360 | 1.4343 | 0.5125 | -| 1.3784 | 169.0 | 3380 | 1.4253 | 0.525 | -| 1.3784 | 170.0 | 3400 | 1.4544 | 0.475 | -| 1.3784 | 171.0 | 3420 | 1.4492 | 0.4938 | -| 1.3784 | 172.0 | 3440 | 1.4437 | 0.4938 | -| 1.3784 | 173.0 | 3460 | 1.4492 | 0.5 | -| 1.3784 | 174.0 | 3480 | 1.4276 | 0.4938 | -| 1.299 | 175.0 | 3500 | 1.4545 | 0.4938 | -| 1.299 | 176.0 | 3520 | 1.4194 | 0.5188 | -| 1.299 | 177.0 | 3540 | 1.4288 | 0.5188 | -| 1.299 | 178.0 | 3560 | 1.4338 | 0.475 | -| 1.299 | 179.0 | 3580 | 1.4429 | 0.5125 | -| 1.299 | 180.0 | 3600 | 1.4366 | 0.5188 | -| 1.299 | 181.0 | 3620 | 1.4253 | 0.5312 | -| 1.299 | 182.0 | 3640 | 1.4443 | 0.5062 | -| 1.299 | 183.0 | 3660 | 1.4316 | 0.5125 | -| 1.299 | 184.0 | 3680 | 1.4266 | 0.5188 | -| 1.299 | 185.0 | 3700 | 1.4227 | 0.5188 | -| 1.299 | 186.0 | 3720 | 1.3945 | 0.5563 | -| 1.299 | 187.0 | 3740 | 1.4166 | 0.5375 | -| 1.299 | 188.0 | 3760 | 1.4307 | 0.475 | -| 1.299 | 189.0 | 3780 | 1.3905 | 0.5563 | -| 1.299 | 190.0 | 3800 | 1.4212 | 0.4938 | -| 1.299 | 191.0 | 3820 | 1.4127 | 0.55 | -| 1.299 | 192.0 | 3840 | 1.4241 | 0.525 | -| 1.299 | 193.0 | 3860 | 1.4366 | 0.5312 | -| 1.299 | 194.0 | 3880 | 1.4291 | 0.4875 | -| 1.299 | 195.0 | 3900 | 1.4282 | 0.5188 | -| 1.299 | 196.0 | 3920 | 1.4254 | 0.5062 | -| 1.299 | 197.0 | 3940 | 1.4147 | 0.55 | -| 1.299 | 198.0 | 3960 | 1.4526 | 0.4125 | -| 1.299 | 199.0 | 3980 | 1.3951 | 0.575 | -| 1.2272 | 200.0 | 4000 | 1.4072 | 0.4875 | -| 1.2272 | 201.0 | 4020 | 1.4314 | 0.5062 | -| 1.2272 | 202.0 | 4040 | 1.3854 | 0.5312 | -| 1.2272 | 203.0 | 4060 | 1.4075 | 0.5188 | -| 1.2272 | 204.0 | 4080 | 1.4091 | 0.4938 | -| 1.2272 | 205.0 | 4100 | 1.4052 | 0.5375 | -| 1.2272 | 206.0 | 4120 | 1.3958 | 0.5563 | -| 1.2272 | 207.0 | 4140 | 1.3647 | 0.55 | -| 1.2272 | 208.0 | 4160 | 1.3833 | 0.475 | -| 1.2272 | 209.0 | 4180 | 1.3888 | 0.5687 | -| 1.2272 | 210.0 | 4200 | 1.4014 | 0.5437 | -| 1.2272 | 211.0 | 4220 | 1.3917 | 0.5188 | -| 1.2272 | 212.0 | 4240 | 1.3985 | 0.4875 | -| 1.2272 | 213.0 | 4260 | 1.4006 | 0.5125 | -| 1.2272 | 214.0 | 4280 | 1.3739 | 0.5125 | -| 1.2272 | 215.0 | 4300 | 1.4052 | 0.4875 | -| 1.2272 | 216.0 | 4320 | 1.3778 | 0.5 | -| 1.2272 | 217.0 | 4340 | 1.4016 | 0.4813 | -| 1.2272 | 218.0 | 4360 | 1.4381 | 0.4437 | -| 1.2272 | 219.0 | 4380 | 1.3867 | 0.55 | -| 1.2272 | 220.0 | 4400 | 1.3854 | 0.5188 | -| 1.2272 | 221.0 | 4420 | 1.4041 | 0.475 | -| 1.2272 | 222.0 | 4440 | 1.3890 | 0.5062 | -| 1.2272 | 223.0 | 4460 | 1.3679 | 0.5125 | -| 1.2272 | 224.0 | 4480 | 1.3916 | 0.5 | -| 1.153 | 225.0 | 4500 | 1.3943 | 0.4938 | -| 1.153 | 226.0 | 4520 | 1.3977 | 0.5 | -| 1.153 | 227.0 | 4540 | 1.3626 | 0.525 | -| 1.153 | 228.0 | 4560 | 1.3636 | 0.5 | -| 1.153 | 229.0 | 4580 | 1.3538 | 0.5563 | -| 1.153 | 230.0 | 4600 | 1.3976 | 0.4875 | -| 1.153 | 231.0 | 4620 | 1.3591 | 0.5125 | -| 1.153 | 232.0 | 4640 | 1.4058 | 0.4813 | -| 1.153 | 233.0 | 4660 | 1.3802 | 0.5062 | -| 1.153 | 234.0 | 4680 | 1.3535 | 0.5625 | -| 1.153 | 235.0 | 4700 | 1.4215 | 0.475 | -| 1.153 | 236.0 | 4720 | 1.3807 | 0.4625 | -| 1.153 | 237.0 | 4740 | 1.3787 | 0.4938 | -| 1.153 | 238.0 | 4760 | 1.3698 | 0.4813 | -| 1.153 | 239.0 | 4780 | 1.3536 | 0.5188 | -| 1.153 | 240.0 | 4800 | 1.3511 | 0.5062 | -| 1.153 | 241.0 | 4820 | 1.3834 | 0.4813 | -| 1.153 | 242.0 | 4840 | 1.3765 | 0.4938 | -| 1.153 | 243.0 | 4860 | 1.3694 | 0.5062 | -| 1.153 | 244.0 | 4880 | 1.3539 | 0.5375 | -| 1.153 | 245.0 | 4900 | 1.3532 | 0.5125 | -| 1.153 | 246.0 | 4920 | 1.3740 | 0.4875 | -| 1.153 | 247.0 | 4940 | 1.4066 | 0.4688 | -| 1.153 | 248.0 | 4960 | 1.3360 | 0.525 | -| 1.153 | 249.0 | 4980 | 1.3817 | 0.4688 | -| 1.0865 | 250.0 | 5000 | 1.3741 | 0.4875 | -| 1.0865 | 251.0 | 5020 | 1.3587 | 0.5062 | -| 1.0865 | 252.0 | 5040 | 1.3975 | 0.5062 | -| 1.0865 | 253.0 | 5060 | 1.3700 | 0.5188 | -| 1.0865 | 254.0 | 5080 | 1.3393 | 0.525 | -| 1.0865 | 255.0 | 5100 | 1.3938 | 0.4875 | -| 1.0865 | 256.0 | 5120 | 1.3691 | 0.5375 | -| 1.0865 | 257.0 | 5140 | 1.3595 | 0.5437 | -| 1.0865 | 258.0 | 5160 | 1.3910 | 0.4875 | -| 1.0865 | 259.0 | 5180 | 1.3523 | 0.5 | -| 1.0865 | 260.0 | 5200 | 1.3915 | 0.5125 | -| 1.0865 | 261.0 | 5220 | 1.3195 | 0.5687 | -| 1.0865 | 262.0 | 5240 | 1.3843 | 0.4938 | -| 1.0865 | 263.0 | 5260 | 1.3627 | 0.4875 | -| 1.0865 | 264.0 | 5280 | 1.3447 | 0.525 | -| 1.0865 | 265.0 | 5300 | 1.3749 | 0.4875 | -| 1.0865 | 266.0 | 5320 | 1.3492 | 0.5375 | -| 1.0865 | 267.0 | 5340 | 1.3518 | 0.5312 | -| 1.0865 | 268.0 | 5360 | 1.3733 | 0.4938 | -| 1.0865 | 269.0 | 5380 | 1.3406 | 0.5437 | -| 1.0865 | 270.0 | 5400 | 1.3576 | 0.45 | -| 1.0865 | 271.0 | 5420 | 1.3608 | 0.4688 | -| 1.0865 | 272.0 | 5440 | 1.3606 | 0.5062 | -| 1.0865 | 273.0 | 5460 | 1.3795 | 0.475 | -| 1.0865 | 274.0 | 5480 | 1.3565 | 0.5125 | -| 1.0295 | 275.0 | 5500 | 1.3181 | 0.5125 | -| 1.0295 | 276.0 | 5520 | 1.3091 | 0.5062 | -| 1.0295 | 277.0 | 5540 | 1.3506 | 0.4938 | -| 1.0295 | 278.0 | 5560 | 1.3246 | 0.5125 | -| 1.0295 | 279.0 | 5580 | 1.3465 | 0.5125 | -| 1.0295 | 280.0 | 5600 | 1.3524 | 0.4875 | -| 1.0295 | 281.0 | 5620 | 1.3528 | 0.525 | -| 1.0295 | 282.0 | 5640 | 1.3697 | 0.4688 | -| 1.0295 | 283.0 | 5660 | 1.3849 | 0.4437 | -| 1.0295 | 284.0 | 5680 | 1.3290 | 0.4875 | -| 1.0295 | 285.0 | 5700 | 1.3580 | 0.5062 | -| 1.0295 | 286.0 | 5720 | 1.3255 | 0.5437 | -| 1.0295 | 287.0 | 5740 | 1.2664 | 0.5813 | -| 1.0295 | 288.0 | 5760 | 1.4087 | 0.475 | -| 1.0295 | 289.0 | 5780 | 1.3507 | 0.5 | -| 1.0295 | 290.0 | 5800 | 1.3591 | 0.4813 | -| 1.0295 | 291.0 | 5820 | 1.3875 | 0.5 | -| 1.0295 | 292.0 | 5840 | 1.3989 | 0.4625 | -| 1.0295 | 293.0 | 5860 | 1.3620 | 0.475 | -| 1.0295 | 294.0 | 5880 | 1.3262 | 0.5375 | -| 1.0295 | 295.0 | 5900 | 1.3545 | 0.5 | -| 1.0295 | 296.0 | 5920 | 1.3546 | 0.5188 | -| 1.0295 | 297.0 | 5940 | 1.3243 | 0.525 | -| 1.0295 | 298.0 | 5960 | 1.3254 | 0.5125 | -| 1.0295 | 299.0 | 5980 | 1.3596 | 0.4938 | -| 0.9701 | 300.0 | 6000 | 1.3753 | 0.525 | -| 0.9701 | 301.0 | 6020 | 1.3484 | 0.5 | -| 0.9701 | 302.0 | 6040 | 1.3507 | 0.5062 | -| 0.9701 | 303.0 | 6060 | 1.3889 | 0.475 | -| 0.9701 | 304.0 | 6080 | 1.3386 | 0.5062 | -| 0.9701 | 305.0 | 6100 | 1.2992 | 0.5312 | -| 0.9701 | 306.0 | 6120 | 1.3140 | 0.5375 | -| 0.9701 | 307.0 | 6140 | 1.3183 | 0.5062 | -| 0.9701 | 308.0 | 6160 | 1.3341 | 0.5563 | -| 0.9701 | 309.0 | 6180 | 1.3358 | 0.4938 | -| 0.9701 | 310.0 | 6200 | 1.3542 | 0.5062 | -| 0.9701 | 311.0 | 6220 | 1.3390 | 0.5125 | -| 0.9701 | 312.0 | 6240 | 1.3342 | 0.4688 | -| 0.9701 | 313.0 | 6260 | 1.3164 | 0.525 | -| 0.9701 | 314.0 | 6280 | 1.3449 | 0.4688 | -| 0.9701 | 315.0 | 6300 | 1.3704 | 0.4938 | -| 0.9701 | 316.0 | 6320 | 1.3621 | 0.4813 | -| 0.9701 | 317.0 | 6340 | 1.3714 | 0.4938 | -| 0.9701 | 318.0 | 6360 | 1.3080 | 0.4875 | -| 0.9701 | 319.0 | 6380 | 1.3155 | 0.525 | -| 0.9701 | 320.0 | 6400 | 1.2984 | 0.5375 | -| 0.9701 | 321.0 | 6420 | 1.3333 | 0.5312 | -| 0.9701 | 322.0 | 6440 | 1.3358 | 0.4875 | -| 0.9701 | 323.0 | 6460 | 1.3075 | 0.55 | -| 0.9701 | 324.0 | 6480 | 1.3924 | 0.4688 | -| 0.918 | 325.0 | 6500 | 1.3861 | 0.4813 | -| 0.918 | 326.0 | 6520 | 1.3195 | 0.4938 | -| 0.918 | 327.0 | 6540 | 1.3253 | 0.4875 | -| 0.918 | 328.0 | 6560 | 1.3152 | 0.525 | -| 0.918 | 329.0 | 6580 | 1.3193 | 0.5375 | -| 0.918 | 330.0 | 6600 | 1.3246 | 0.5062 | -| 0.918 | 331.0 | 6620 | 1.3390 | 0.4938 | -| 0.918 | 332.0 | 6640 | 1.3481 | 0.475 | -| 0.918 | 333.0 | 6660 | 1.3575 | 0.4562 | -| 0.918 | 334.0 | 6680 | 1.3173 | 0.5125 | -| 0.918 | 335.0 | 6700 | 1.3097 | 0.5125 | -| 0.918 | 336.0 | 6720 | 1.3548 | 0.475 | -| 0.918 | 337.0 | 6740 | 1.3625 | 0.4938 | -| 0.918 | 338.0 | 6760 | 1.3542 | 0.4625 | -| 0.918 | 339.0 | 6780 | 1.3533 | 0.4688 | -| 0.918 | 340.0 | 6800 | 1.2955 | 0.575 | -| 0.918 | 341.0 | 6820 | 1.3097 | 0.5437 | -| 0.918 | 342.0 | 6840 | 1.3395 | 0.5062 | -| 0.918 | 343.0 | 6860 | 1.3827 | 0.4813 | -| 0.918 | 344.0 | 6880 | 1.2983 | 0.5563 | -| 0.918 | 345.0 | 6900 | 1.3459 | 0.5 | -| 0.918 | 346.0 | 6920 | 1.3462 | 0.5125 | -| 0.918 | 347.0 | 6940 | 1.2873 | 0.5563 | -| 0.918 | 348.0 | 6960 | 1.3276 | 0.5437 | -| 0.918 | 349.0 | 6980 | 1.3382 | 0.4813 | -| 0.8682 | 350.0 | 7000 | 1.3448 | 0.5312 | -| 0.8682 | 351.0 | 7020 | 1.3103 | 0.5312 | -| 0.8682 | 352.0 | 7040 | 1.3222 | 0.5125 | -| 0.8682 | 353.0 | 7060 | 1.3295 | 0.5062 | -| 0.8682 | 354.0 | 7080 | 1.3562 | 0.4688 | -| 0.8682 | 355.0 | 7100 | 1.2995 | 0.4938 | -| 0.8682 | 356.0 | 7120 | 1.3330 | 0.5312 | -| 0.8682 | 357.0 | 7140 | 1.2804 | 0.5312 | -| 0.8682 | 358.0 | 7160 | 1.3433 | 0.4813 | -| 0.8682 | 359.0 | 7180 | 1.3245 | 0.4938 | -| 0.8682 | 360.0 | 7200 | 1.3154 | 0.5125 | -| 0.8682 | 361.0 | 7220 | 1.3737 | 0.4938 | -| 0.8682 | 362.0 | 7240 | 1.3297 | 0.5062 | -| 0.8682 | 363.0 | 7260 | 1.3161 | 0.5188 | -| 0.8682 | 364.0 | 7280 | 1.2951 | 0.5188 | -| 0.8682 | 365.0 | 7300 | 1.3520 | 0.475 | -| 0.8682 | 366.0 | 7320 | 1.2975 | 0.5375 | -| 0.8682 | 367.0 | 7340 | 1.3364 | 0.5188 | -| 0.8682 | 368.0 | 7360 | 1.3251 | 0.5125 | -| 0.8682 | 369.0 | 7380 | 1.3159 | 0.5312 | -| 0.8682 | 370.0 | 7400 | 1.3430 | 0.5 | -| 0.8682 | 371.0 | 7420 | 1.2772 | 0.55 | -| 0.8682 | 372.0 | 7440 | 1.3133 | 0.5125 | -| 0.8682 | 373.0 | 7460 | 1.3379 | 0.5125 | -| 0.8682 | 374.0 | 7480 | 1.2813 | 0.5687 | -| 0.8266 | 375.0 | 7500 | 1.3030 | 0.5125 | -| 0.8266 | 376.0 | 7520 | 1.3328 | 0.5062 | -| 0.8266 | 377.0 | 7540 | 1.3297 | 0.525 | -| 0.8266 | 378.0 | 7560 | 1.3596 | 0.4938 | -| 0.8266 | 379.0 | 7580 | 1.2705 | 0.5563 | -| 0.8266 | 380.0 | 7600 | 1.3080 | 0.5125 | -| 0.8266 | 381.0 | 7620 | 1.3377 | 0.4875 | -| 0.8266 | 382.0 | 7640 | 1.3078 | 0.5062 | -| 0.8266 | 383.0 | 7660 | 1.3576 | 0.4562 | -| 0.8266 | 384.0 | 7680 | 1.2967 | 0.5062 | -| 0.8266 | 385.0 | 7700 | 1.3397 | 0.4688 | -| 0.8266 | 386.0 | 7720 | 1.3111 | 0.4813 | -| 0.8266 | 387.0 | 7740 | 1.3442 | 0.5125 | -| 0.8266 | 388.0 | 7760 | 1.3030 | 0.525 | -| 0.8266 | 389.0 | 7780 | 1.3155 | 0.5062 | -| 0.8266 | 390.0 | 7800 | 1.2723 | 0.55 | -| 0.8266 | 391.0 | 7820 | 1.3105 | 0.5188 | -| 0.8266 | 392.0 | 7840 | 1.3106 | 0.5437 | -| 0.8266 | 393.0 | 7860 | 1.2910 | 0.5312 | -| 0.8266 | 394.0 | 7880 | 1.2713 | 0.5188 | -| 0.8266 | 395.0 | 7900 | 1.2955 | 0.525 | -| 0.8266 | 396.0 | 7920 | 1.3081 | 0.525 | -| 0.8266 | 397.0 | 7940 | 1.3202 | 0.5125 | -| 0.8266 | 398.0 | 7960 | 1.3579 | 0.5062 | -| 0.8266 | 399.0 | 7980 | 1.2748 | 0.5375 | -| 0.7839 | 400.0 | 8000 | 1.2966 | 0.5125 | -| 0.7839 | 401.0 | 8020 | 1.3224 | 0.5125 | -| 0.7839 | 402.0 | 8040 | 1.3366 | 0.5375 | -| 0.7839 | 403.0 | 8060 | 1.3319 | 0.4938 | -| 0.7839 | 404.0 | 8080 | 1.3369 | 0.475 | -| 0.7839 | 405.0 | 8100 | 1.3238 | 0.5 | -| 0.7839 | 406.0 | 8120 | 1.3314 | 0.5437 | -| 0.7839 | 407.0 | 8140 | 1.3338 | 0.4875 | -| 0.7839 | 408.0 | 8160 | 1.3116 | 0.5125 | -| 0.7839 | 409.0 | 8180 | 1.2698 | 0.5625 | -| 0.7839 | 410.0 | 8200 | 1.3364 | 0.4875 | -| 0.7839 | 411.0 | 8220 | 1.3261 | 0.4938 | -| 0.7839 | 412.0 | 8240 | 1.3396 | 0.4875 | -| 0.7839 | 413.0 | 8260 | 1.3151 | 0.5 | -| 0.7839 | 414.0 | 8280 | 1.3271 | 0.4938 | -| 0.7839 | 415.0 | 8300 | 1.3028 | 0.5 | -| 0.7839 | 416.0 | 8320 | 1.3695 | 0.4625 | -| 0.7839 | 417.0 | 8340 | 1.3612 | 0.4562 | -| 0.7839 | 418.0 | 8360 | 1.3345 | 0.5 | -| 0.7839 | 419.0 | 8380 | 1.2992 | 0.5 | -| 0.7839 | 420.0 | 8400 | 1.3234 | 0.5188 | -| 0.7839 | 421.0 | 8420 | 1.3380 | 0.4875 | -| 0.7839 | 422.0 | 8440 | 1.3179 | 0.4875 | -| 0.7839 | 423.0 | 8460 | 1.3719 | 0.4625 | -| 0.7839 | 424.0 | 8480 | 1.3183 | 0.5062 | -| 0.75 | 425.0 | 8500 | 1.3272 | 0.5062 | -| 0.75 | 426.0 | 8520 | 1.3212 | 0.5062 | -| 0.75 | 427.0 | 8540 | 1.3548 | 0.4813 | -| 0.75 | 428.0 | 8560 | 1.2759 | 0.5125 | -| 0.75 | 429.0 | 8580 | 1.3486 | 0.4875 | -| 0.75 | 430.0 | 8600 | 1.3243 | 0.5062 | -| 0.75 | 431.0 | 8620 | 1.3862 | 0.4813 | -| 0.75 | 432.0 | 8640 | 1.3223 | 0.5188 | -| 0.75 | 433.0 | 8660 | 1.2826 | 0.5312 | -| 0.75 | 434.0 | 8680 | 1.3299 | 0.4688 | -| 0.75 | 435.0 | 8700 | 1.3274 | 0.5 | -| 0.75 | 436.0 | 8720 | 1.3262 | 0.4875 | -| 0.75 | 437.0 | 8740 | 1.2551 | 0.55 | -| 0.75 | 438.0 | 8760 | 1.2873 | 0.5375 | -| 0.75 | 439.0 | 8780 | 1.3270 | 0.5062 | -| 0.75 | 440.0 | 8800 | 1.3042 | 0.5125 | -| 0.75 | 441.0 | 8820 | 1.3015 | 0.5437 | -| 0.75 | 442.0 | 8840 | 1.3047 | 0.4688 | -| 0.75 | 443.0 | 8860 | 1.3164 | 0.525 | -| 0.75 | 444.0 | 8880 | 1.3369 | 0.5375 | -| 0.75 | 445.0 | 8900 | 1.3028 | 0.5312 | -| 0.75 | 446.0 | 8920 | 1.3580 | 0.475 | -| 0.75 | 447.0 | 8940 | 1.3266 | 0.5125 | -| 0.75 | 448.0 | 8960 | 1.2945 | 0.5062 | -| 0.75 | 449.0 | 8980 | 1.3147 | 0.525 | -| 0.7102 | 450.0 | 9000 | 1.3074 | 0.5563 | -| 0.7102 | 451.0 | 9020 | 1.2913 | 0.4938 | -| 0.7102 | 452.0 | 9040 | 1.3084 | 0.5188 | -| 0.7102 | 453.0 | 9060 | 1.3007 | 0.5437 | -| 0.7102 | 454.0 | 9080 | 1.3075 | 0.4938 | -| 0.7102 | 455.0 | 9100 | 1.3728 | 0.4938 | -| 0.7102 | 456.0 | 9120 | 1.3217 | 0.4938 | -| 0.7102 | 457.0 | 9140 | 1.3335 | 0.4938 | -| 0.7102 | 458.0 | 9160 | 1.2845 | 0.5375 | -| 0.7102 | 459.0 | 9180 | 1.2868 | 0.5312 | -| 0.7102 | 460.0 | 9200 | 1.3423 | 0.4938 | -| 0.7102 | 461.0 | 9220 | 1.3265 | 0.4938 | -| 0.7102 | 462.0 | 9240 | 1.2841 | 0.5375 | -| 0.7102 | 463.0 | 9260 | 1.3130 | 0.4938 | -| 0.7102 | 464.0 | 9280 | 1.3544 | 0.4875 | -| 0.7102 | 465.0 | 9300 | 1.3381 | 0.4938 | -| 0.7102 | 466.0 | 9320 | 1.3123 | 0.5188 | -| 0.7102 | 467.0 | 9340 | 1.3609 | 0.4875 | -| 0.7102 | 468.0 | 9360 | 1.3235 | 0.4875 | -| 0.7102 | 469.0 | 9380 | 1.3557 | 0.4813 | -| 0.7102 | 470.0 | 9400 | 1.3380 | 0.4813 | -| 0.7102 | 471.0 | 9420 | 1.2858 | 0.5375 | -| 0.7102 | 472.0 | 9440 | 1.3792 | 0.475 | -| 0.7102 | 473.0 | 9460 | 1.3330 | 0.5125 | -| 0.7102 | 474.0 | 9480 | 1.3234 | 0.5437 | -| 0.6815 | 475.0 | 9500 | 1.3275 | 0.4875 | -| 0.6815 | 476.0 | 9520 | 1.3055 | 0.5188 | -| 0.6815 | 477.0 | 9540 | 1.3385 | 0.4813 | -| 0.6815 | 478.0 | 9560 | 1.3415 | 0.475 | -| 0.6815 | 479.0 | 9580 | 1.3646 | 0.4875 | -| 0.6815 | 480.0 | 9600 | 1.3442 | 0.525 | -| 0.6815 | 481.0 | 9620 | 1.2790 | 0.5125 | -| 0.6815 | 482.0 | 9640 | 1.3674 | 0.4875 | -| 0.6815 | 483.0 | 9660 | 1.3188 | 0.5188 | -| 0.6815 | 484.0 | 9680 | 1.3709 | 0.4688 | -| 0.6815 | 485.0 | 9700 | 1.2859 | 0.5375 | -| 0.6815 | 486.0 | 9720 | 1.3323 | 0.4938 | -| 0.6815 | 487.0 | 9740 | 1.2968 | 0.5125 | -| 0.6815 | 488.0 | 9760 | 1.3443 | 0.475 | -| 0.6815 | 489.0 | 9780 | 1.3208 | 0.5 | -| 0.6815 | 490.0 | 9800 | 1.3649 | 0.4562 | -| 0.6815 | 491.0 | 9820 | 1.3056 | 0.4938 | -| 0.6815 | 492.0 | 9840 | 1.3561 | 0.4938 | -| 0.6815 | 493.0 | 9860 | 1.3022 | 0.5375 | -| 0.6815 | 494.0 | 9880 | 1.3065 | 0.4625 | -| 0.6815 | 495.0 | 9900 | 1.3096 | 0.5437 | -| 0.6815 | 496.0 | 9920 | 1.3293 | 0.4813 | -| 0.6815 | 497.0 | 9940 | 1.3916 | 0.45 | -| 0.6815 | 498.0 | 9960 | 1.3042 | 0.5312 | -| 0.6815 | 499.0 | 9980 | 1.3304 | 0.5125 | -| 0.6583 | 500.0 | 10000 | 1.3480 | 0.4875 | -| 0.6583 | 501.0 | 10020 | 1.3313 | 0.5062 | -| 0.6583 | 502.0 | 10040 | 1.3437 | 0.4875 | -| 0.6583 | 503.0 | 10060 | 1.3375 | 0.5 | -| 0.6583 | 504.0 | 10080 | 1.2972 | 0.4938 | -| 0.6583 | 505.0 | 10100 | 1.3135 | 0.4938 | -| 0.6583 | 506.0 | 10120 | 1.4065 | 0.4562 | -| 0.6583 | 507.0 | 10140 | 1.3215 | 0.5188 | -| 0.6583 | 508.0 | 10160 | 1.3114 | 0.4938 | -| 0.6583 | 509.0 | 10180 | 1.3653 | 0.5062 | -| 0.6583 | 510.0 | 10200 | 1.3239 | 0.5 | -| 0.6583 | 511.0 | 10220 | 1.3682 | 0.4688 | -| 0.6583 | 512.0 | 10240 | 1.3981 | 0.45 | -| 0.6583 | 513.0 | 10260 | 1.3550 | 0.525 | -| 0.6583 | 514.0 | 10280 | 1.3060 | 0.5188 | -| 0.6583 | 515.0 | 10300 | 1.3204 | 0.4625 | -| 0.6583 | 516.0 | 10320 | 1.3614 | 0.475 | -| 0.6583 | 517.0 | 10340 | 1.3640 | 0.4938 | -| 0.6583 | 518.0 | 10360 | 1.3355 | 0.4625 | -| 0.6583 | 519.0 | 10380 | 1.2955 | 0.5437 | -| 0.6583 | 520.0 | 10400 | 1.3434 | 0.5 | -| 0.6583 | 521.0 | 10420 | 1.3156 | 0.5312 | -| 0.6583 | 522.0 | 10440 | 1.2991 | 0.4938 | -| 0.6583 | 523.0 | 10460 | 1.3153 | 0.5 | -| 0.6583 | 524.0 | 10480 | 1.2977 | 0.525 | -| 0.634 | 525.0 | 10500 | 1.3575 | 0.4875 | -| 0.634 | 526.0 | 10520 | 1.3485 | 0.4938 | -| 0.634 | 527.0 | 10540 | 1.2885 | 0.5437 | -| 0.634 | 528.0 | 10560 | 1.3277 | 0.4938 | -| 0.634 | 529.0 | 10580 | 1.3719 | 0.475 | -| 0.634 | 530.0 | 10600 | 1.3432 | 0.4875 | -| 0.634 | 531.0 | 10620 | 1.3481 | 0.475 | -| 0.634 | 532.0 | 10640 | 1.3025 | 0.4938 | -| 0.634 | 533.0 | 10660 | 1.3799 | 0.4625 | -| 0.634 | 534.0 | 10680 | 1.3388 | 0.4938 | -| 0.634 | 535.0 | 10700 | 1.3096 | 0.4875 | -| 0.634 | 536.0 | 10720 | 1.3179 | 0.4938 | -| 0.634 | 537.0 | 10740 | 1.3026 | 0.5125 | -| 0.634 | 538.0 | 10760 | 1.3077 | 0.5375 | -| 0.634 | 539.0 | 10780 | 1.3341 | 0.4875 | -| 0.634 | 540.0 | 10800 | 1.3481 | 0.5062 | -| 0.634 | 541.0 | 10820 | 1.2772 | 0.5125 | -| 0.634 | 542.0 | 10840 | 1.3320 | 0.5 | -| 0.634 | 543.0 | 10860 | 1.3574 | 0.5062 | -| 0.634 | 544.0 | 10880 | 1.3451 | 0.5062 | -| 0.634 | 545.0 | 10900 | 1.3463 | 0.4813 | -| 0.634 | 546.0 | 10920 | 1.3310 | 0.475 | -| 0.634 | 547.0 | 10940 | 1.2990 | 0.5062 | -| 0.634 | 548.0 | 10960 | 1.2899 | 0.5125 | -| 0.634 | 549.0 | 10980 | 1.2834 | 0.5188 | -| 0.6118 | 550.0 | 11000 | 1.3028 | 0.5312 | -| 0.6118 | 551.0 | 11020 | 1.3676 | 0.4938 | -| 0.6118 | 552.0 | 11040 | 1.2684 | 0.5625 | -| 0.6118 | 553.0 | 11060 | 1.3628 | 0.4688 | -| 0.6118 | 554.0 | 11080 | 1.3179 | 0.4938 | -| 0.6118 | 555.0 | 11100 | 1.3775 | 0.475 | -| 0.6118 | 556.0 | 11120 | 1.3466 | 0.4813 | -| 0.6118 | 557.0 | 11140 | 1.3643 | 0.4875 | -| 0.6118 | 558.0 | 11160 | 1.3863 | 0.45 | -| 0.6118 | 559.0 | 11180 | 1.3549 | 0.4437 | -| 0.6118 | 560.0 | 11200 | 1.3158 | 0.4813 | -| 0.6118 | 561.0 | 11220 | 1.3526 | 0.4938 | -| 0.6118 | 562.0 | 11240 | 1.3682 | 0.4688 | -| 0.6118 | 563.0 | 11260 | 1.3275 | 0.4688 | -| 0.6118 | 564.0 | 11280 | 1.4056 | 0.4688 | -| 0.6118 | 565.0 | 11300 | 1.3652 | 0.475 | -| 0.6118 | 566.0 | 11320 | 1.2973 | 0.5062 | -| 0.6118 | 567.0 | 11340 | 1.3098 | 0.4688 | -| 0.6118 | 568.0 | 11360 | 1.2853 | 0.5375 | -| 0.6118 | 569.0 | 11380 | 1.3340 | 0.475 | -| 0.6118 | 570.0 | 11400 | 1.2665 | 0.525 | -| 0.6118 | 571.0 | 11420 | 1.3052 | 0.4688 | -| 0.6118 | 572.0 | 11440 | 1.3389 | 0.4625 | -| 0.6118 | 573.0 | 11460 | 1.3512 | 0.5 | -| 0.6118 | 574.0 | 11480 | 1.2843 | 0.525 | -| 0.5922 | 575.0 | 11500 | 1.3042 | 0.5 | -| 0.5922 | 576.0 | 11520 | 1.4003 | 0.4813 | -| 0.5922 | 577.0 | 11540 | 1.3344 | 0.4938 | -| 0.5922 | 578.0 | 11560 | 1.3595 | 0.4562 | -| 0.5922 | 579.0 | 11580 | 1.2885 | 0.5312 | -| 0.5922 | 580.0 | 11600 | 1.3354 | 0.5 | -| 0.5922 | 581.0 | 11620 | 1.3038 | 0.5 | -| 0.5922 | 582.0 | 11640 | 1.3565 | 0.5 | -| 0.5922 | 583.0 | 11660 | 1.3838 | 0.4688 | -| 0.5922 | 584.0 | 11680 | 1.3751 | 0.4875 | -| 0.5922 | 585.0 | 11700 | 1.3930 | 0.4562 | -| 0.5922 | 586.0 | 11720 | 1.3485 | 0.4938 | -| 0.5922 | 587.0 | 11740 | 1.3360 | 0.4938 | -| 0.5922 | 588.0 | 11760 | 1.3507 | 0.4875 | -| 0.5922 | 589.0 | 11780 | 1.3037 | 0.525 | -| 0.5922 | 590.0 | 11800 | 1.3684 | 0.4562 | -| 0.5922 | 591.0 | 11820 | 1.3410 | 0.5062 | -| 0.5922 | 592.0 | 11840 | 1.3895 | 0.475 | -| 0.5922 | 593.0 | 11860 | 1.3611 | 0.4813 | -| 0.5922 | 594.0 | 11880 | 1.3269 | 0.4813 | -| 0.5922 | 595.0 | 11900 | 1.3712 | 0.4813 | -| 0.5922 | 596.0 | 11920 | 1.3606 | 0.4688 | -| 0.5922 | 597.0 | 11940 | 1.3735 | 0.4625 | -| 0.5922 | 598.0 | 11960 | 1.3533 | 0.4813 | -| 0.5922 | 599.0 | 11980 | 1.4283 | 0.4437 | -| 0.5728 | 600.0 | 12000 | 1.3693 | 0.4875 | -| 0.5728 | 601.0 | 12020 | 1.3634 | 0.45 | -| 0.5728 | 602.0 | 12040 | 1.3473 | 0.4938 | -| 0.5728 | 603.0 | 12060 | 1.3715 | 0.4625 | -| 0.5728 | 604.0 | 12080 | 1.2841 | 0.5312 | -| 0.5728 | 605.0 | 12100 | 1.3914 | 0.4313 | -| 0.5728 | 606.0 | 12120 | 1.3894 | 0.4625 | -| 0.5728 | 607.0 | 12140 | 1.3379 | 0.4813 | -| 0.5728 | 608.0 | 12160 | 1.3472 | 0.5125 | -| 0.5728 | 609.0 | 12180 | 1.3704 | 0.475 | -| 0.5728 | 610.0 | 12200 | 1.3400 | 0.4938 | -| 0.5728 | 611.0 | 12220 | 1.3868 | 0.4813 | -| 0.5728 | 612.0 | 12240 | 1.3035 | 0.4938 | -| 0.5728 | 613.0 | 12260 | 1.3239 | 0.5 | -| 0.5728 | 614.0 | 12280 | 1.3629 | 0.4813 | -| 0.5728 | 615.0 | 12300 | 1.2888 | 0.5312 | -| 0.5728 | 616.0 | 12320 | 1.3342 | 0.5125 | -| 0.5728 | 617.0 | 12340 | 1.3508 | 0.4875 | -| 0.5728 | 618.0 | 12360 | 1.2780 | 0.525 | -| 0.5728 | 619.0 | 12380 | 1.2984 | 0.5 | -| 0.5728 | 620.0 | 12400 | 1.2744 | 0.55 | -| 0.5728 | 621.0 | 12420 | 1.3821 | 0.4188 | -| 0.5728 | 622.0 | 12440 | 1.3274 | 0.5125 | -| 0.5728 | 623.0 | 12460 | 1.3019 | 0.525 | -| 0.5728 | 624.0 | 12480 | 1.3573 | 0.4313 | -| 0.5611 | 625.0 | 12500 | 1.2624 | 0.5312 | -| 0.5611 | 626.0 | 12520 | 1.3409 | 0.4875 | -| 0.5611 | 627.0 | 12540 | 1.2471 | 0.5437 | -| 0.5611 | 628.0 | 12560 | 1.3617 | 0.4313 | -| 0.5611 | 629.0 | 12580 | 1.3894 | 0.4875 | -| 0.5611 | 630.0 | 12600 | 1.3076 | 0.4562 | -| 0.5611 | 631.0 | 12620 | 1.3571 | 0.4813 | -| 0.5611 | 632.0 | 12640 | 1.3140 | 0.4875 | -| 0.5611 | 633.0 | 12660 | 1.3447 | 0.4938 | -| 0.5611 | 634.0 | 12680 | 1.3724 | 0.4688 | -| 0.5611 | 635.0 | 12700 | 1.3535 | 0.4688 | -| 0.5611 | 636.0 | 12720 | 1.3325 | 0.4562 | -| 0.5611 | 637.0 | 12740 | 1.3509 | 0.5 | -| 0.5611 | 638.0 | 12760 | 1.3955 | 0.45 | -| 0.5611 | 639.0 | 12780 | 1.3699 | 0.4625 | -| 0.5611 | 640.0 | 12800 | 1.3325 | 0.5125 | -| 0.5611 | 641.0 | 12820 | 1.3934 | 0.4688 | -| 0.5611 | 642.0 | 12840 | 1.3547 | 0.5062 | -| 0.5611 | 643.0 | 12860 | 1.3867 | 0.4625 | -| 0.5611 | 644.0 | 12880 | 1.3438 | 0.4813 | -| 0.5611 | 645.0 | 12900 | 1.3376 | 0.4625 | -| 0.5611 | 646.0 | 12920 | 1.3264 | 0.4875 | -| 0.5611 | 647.0 | 12940 | 1.3329 | 0.5062 | -| 0.5611 | 648.0 | 12960 | 1.3654 | 0.45 | -| 0.5611 | 649.0 | 12980 | 1.4346 | 0.45 | -| 0.5436 | 650.0 | 13000 | 1.3342 | 0.475 | -| 0.5436 | 651.0 | 13020 | 1.3307 | 0.5 | -| 0.5436 | 652.0 | 13040 | 1.3055 | 0.5125 | -| 0.5436 | 653.0 | 13060 | 1.3375 | 0.475 | -| 0.5436 | 654.0 | 13080 | 1.3660 | 0.4875 | -| 0.5436 | 655.0 | 13100 | 1.3116 | 0.5062 | -| 0.5436 | 656.0 | 13120 | 1.3543 | 0.45 | -| 0.5436 | 657.0 | 13140 | 1.3076 | 0.5188 | -| 0.5436 | 658.0 | 13160 | 1.3151 | 0.5 | -| 0.5436 | 659.0 | 13180 | 1.3462 | 0.5188 | -| 0.5436 | 660.0 | 13200 | 1.3871 | 0.4437 | -| 0.5436 | 661.0 | 13220 | 1.4023 | 0.4562 | -| 0.5436 | 662.0 | 13240 | 1.3350 | 0.4875 | -| 0.5436 | 663.0 | 13260 | 1.2703 | 0.525 | -| 0.5436 | 664.0 | 13280 | 1.3278 | 0.4875 | -| 0.5436 | 665.0 | 13300 | 1.2652 | 0.525 | -| 0.5436 | 666.0 | 13320 | 1.3342 | 0.5 | -| 0.5436 | 667.0 | 13340 | 1.3343 | 0.4938 | -| 0.5436 | 668.0 | 13360 | 1.3632 | 0.4938 | -| 0.5436 | 669.0 | 13380 | 1.2871 | 0.5125 | -| 0.5436 | 670.0 | 13400 | 1.2712 | 0.5188 | -| 0.5436 | 671.0 | 13420 | 1.3769 | 0.4688 | -| 0.5436 | 672.0 | 13440 | 1.3359 | 0.5125 | -| 0.5436 | 673.0 | 13460 | 1.3789 | 0.4688 | -| 0.5436 | 674.0 | 13480 | 1.3815 | 0.5 | -| 0.5372 | 675.0 | 13500 | 1.4228 | 0.4562 | -| 0.5372 | 676.0 | 13520 | 1.3111 | 0.5062 | -| 0.5372 | 677.0 | 13540 | 1.3434 | 0.4813 | -| 0.5372 | 678.0 | 13560 | 1.3385 | 0.4938 | -| 0.5372 | 679.0 | 13580 | 1.3960 | 0.4375 | -| 0.5372 | 680.0 | 13600 | 1.2990 | 0.5125 | -| 0.5372 | 681.0 | 13620 | 1.2762 | 0.5125 | -| 0.5372 | 682.0 | 13640 | 1.3684 | 0.4938 | -| 0.5372 | 683.0 | 13660 | 1.3024 | 0.5125 | -| 0.5372 | 684.0 | 13680 | 1.3621 | 0.4813 | -| 0.5372 | 685.0 | 13700 | 1.2878 | 0.5125 | -| 0.5372 | 686.0 | 13720 | 1.3678 | 0.5 | -| 0.5372 | 687.0 | 13740 | 1.3971 | 0.4625 | -| 0.5372 | 688.0 | 13760 | 1.2810 | 0.525 | -| 0.5372 | 689.0 | 13780 | 1.4000 | 0.4688 | -| 0.5372 | 690.0 | 13800 | 1.3561 | 0.5 | -| 0.5372 | 691.0 | 13820 | 1.3042 | 0.5125 | -| 0.5372 | 692.0 | 13840 | 1.2477 | 0.5312 | -| 0.5372 | 693.0 | 13860 | 1.3510 | 0.4313 | -| 0.5372 | 694.0 | 13880 | 1.3518 | 0.4813 | -| 0.5372 | 695.0 | 13900 | 1.2955 | 0.525 | -| 0.5372 | 696.0 | 13920 | 1.3368 | 0.5062 | -| 0.5372 | 697.0 | 13940 | 1.2833 | 0.5375 | -| 0.5372 | 698.0 | 13960 | 1.3953 | 0.4625 | -| 0.5372 | 699.0 | 13980 | 1.3628 | 0.4562 | -| 0.5274 | 700.0 | 14000 | 1.3903 | 0.4625 | -| 0.5274 | 701.0 | 14020 | 1.4175 | 0.4688 | -| 0.5274 | 702.0 | 14040 | 1.3249 | 0.5188 | -| 0.5274 | 703.0 | 14060 | 1.3214 | 0.5188 | -| 0.5274 | 704.0 | 14080 | 1.2398 | 0.5375 | -| 0.5274 | 705.0 | 14100 | 1.3534 | 0.4437 | -| 0.5274 | 706.0 | 14120 | 1.3383 | 0.4875 | -| 0.5274 | 707.0 | 14140 | 1.2655 | 0.5312 | -| 0.5274 | 708.0 | 14160 | 1.3121 | 0.4813 | -| 0.5274 | 709.0 | 14180 | 1.3778 | 0.4813 | -| 0.5274 | 710.0 | 14200 | 1.3144 | 0.4875 | -| 0.5274 | 711.0 | 14220 | 1.3444 | 0.45 | -| 0.5274 | 712.0 | 14240 | 1.3417 | 0.4875 | -| 0.5274 | 713.0 | 14260 | 1.3682 | 0.5062 | -| 0.5274 | 714.0 | 14280 | 1.3170 | 0.4938 | -| 0.5274 | 715.0 | 14300 | 1.3309 | 0.4813 | -| 0.5274 | 716.0 | 14320 | 1.3427 | 0.4625 | -| 0.5274 | 717.0 | 14340 | 1.3119 | 0.5125 | -| 0.5274 | 718.0 | 14360 | 1.3518 | 0.475 | -| 0.5274 | 719.0 | 14380 | 1.2877 | 0.5625 | -| 0.5274 | 720.0 | 14400 | 1.3330 | 0.4813 | -| 0.5274 | 721.0 | 14420 | 1.3781 | 0.4813 | -| 0.5274 | 722.0 | 14440 | 1.3739 | 0.5125 | -| 0.5274 | 723.0 | 14460 | 1.2887 | 0.4813 | -| 0.5274 | 724.0 | 14480 | 1.3692 | 0.4875 | -| 0.5209 | 725.0 | 14500 | 1.3674 | 0.5125 | -| 0.5209 | 726.0 | 14520 | 1.3924 | 0.4813 | -| 0.5209 | 727.0 | 14540 | 1.3606 | 0.5188 | -| 0.5209 | 728.0 | 14560 | 1.3163 | 0.5062 | -| 0.5209 | 729.0 | 14580 | 1.2862 | 0.4875 | -| 0.5209 | 730.0 | 14600 | 1.3658 | 0.4875 | -| 0.5209 | 731.0 | 14620 | 1.3150 | 0.525 | -| 0.5209 | 732.0 | 14640 | 1.3909 | 0.4625 | -| 0.5209 | 733.0 | 14660 | 1.4005 | 0.4437 | -| 0.5209 | 734.0 | 14680 | 1.2939 | 0.4875 | -| 0.5209 | 735.0 | 14700 | 1.2994 | 0.5188 | -| 0.5209 | 736.0 | 14720 | 1.3139 | 0.5 | -| 0.5209 | 737.0 | 14740 | 1.3048 | 0.5188 | -| 0.5209 | 738.0 | 14760 | 1.4333 | 0.4625 | -| 0.5209 | 739.0 | 14780 | 1.3503 | 0.4875 | -| 0.5209 | 740.0 | 14800 | 1.3615 | 0.5125 | -| 0.5209 | 741.0 | 14820 | 1.3112 | 0.5188 | -| 0.5209 | 742.0 | 14840 | 1.3670 | 0.4688 | -| 0.5209 | 743.0 | 14860 | 1.3446 | 0.4938 | -| 0.5209 | 744.0 | 14880 | 1.4148 | 0.475 | -| 0.5209 | 745.0 | 14900 | 1.3812 | 0.4813 | -| 0.5209 | 746.0 | 14920 | 1.3181 | 0.5312 | -| 0.5209 | 747.0 | 14940 | 1.3489 | 0.4813 | -| 0.5209 | 748.0 | 14960 | 1.3702 | 0.4875 | -| 0.5209 | 749.0 | 14980 | 1.3910 | 0.4688 | -| 0.5158 | 750.0 | 15000 | 1.4060 | 0.45 | -| 0.5158 | 751.0 | 15020 | 1.4296 | 0.4437 | -| 0.5158 | 752.0 | 15040 | 1.4208 | 0.4 | -| 0.5158 | 753.0 | 15060 | 1.3391 | 0.525 | -| 0.5158 | 754.0 | 15080 | 1.3221 | 0.5 | -| 0.5158 | 755.0 | 15100 | 1.4210 | 0.475 | -| 0.5158 | 756.0 | 15120 | 1.4491 | 0.425 | -| 0.5158 | 757.0 | 15140 | 1.3721 | 0.5 | -| 0.5158 | 758.0 | 15160 | 1.3336 | 0.4875 | -| 0.5158 | 759.0 | 15180 | 1.3536 | 0.4625 | -| 0.5158 | 760.0 | 15200 | 1.3529 | 0.475 | -| 0.5158 | 761.0 | 15220 | 1.3367 | 0.5 | -| 0.5158 | 762.0 | 15240 | 1.3094 | 0.5188 | -| 0.5158 | 763.0 | 15260 | 1.3263 | 0.4938 | -| 0.5158 | 764.0 | 15280 | 1.3905 | 0.4375 | -| 0.5158 | 765.0 | 15300 | 1.3120 | 0.5062 | -| 0.5158 | 766.0 | 15320 | 1.3787 | 0.4875 | -| 0.5158 | 767.0 | 15340 | 1.3605 | 0.4875 | -| 0.5158 | 768.0 | 15360 | 1.3938 | 0.4813 | -| 0.5158 | 769.0 | 15380 | 1.3943 | 0.5 | -| 0.5158 | 770.0 | 15400 | 1.3616 | 0.475 | -| 0.5158 | 771.0 | 15420 | 1.3260 | 0.5188 | -| 0.5158 | 772.0 | 15440 | 1.3926 | 0.4625 | -| 0.5158 | 773.0 | 15460 | 1.3452 | 0.5 | -| 0.5158 | 774.0 | 15480 | 1.3708 | 0.4813 | -| 0.5201 | 775.0 | 15500 | 1.3124 | 0.4813 | -| 0.5201 | 776.0 | 15520 | 1.2450 | 0.5312 | -| 0.5201 | 777.0 | 15540 | 1.3656 | 0.4938 | -| 0.5201 | 778.0 | 15560 | 1.3161 | 0.5 | -| 0.5201 | 779.0 | 15580 | 1.3761 | 0.4813 | -| 0.5201 | 780.0 | 15600 | 1.3206 | 0.5188 | -| 0.5201 | 781.0 | 15620 | 1.2788 | 0.5125 | -| 0.5201 | 782.0 | 15640 | 1.3172 | 0.4625 | -| 0.5201 | 783.0 | 15660 | 1.2941 | 0.525 | -| 0.5201 | 784.0 | 15680 | 1.3641 | 0.475 | -| 0.5201 | 785.0 | 15700 | 1.3157 | 0.5312 | -| 0.5201 | 786.0 | 15720 | 1.3140 | 0.5 | -| 0.5201 | 787.0 | 15740 | 1.2916 | 0.5188 | -| 0.5201 | 788.0 | 15760 | 1.3842 | 0.475 | -| 0.5201 | 789.0 | 15780 | 1.3678 | 0.4938 | -| 0.5201 | 790.0 | 15800 | 1.3492 | 0.5 | -| 0.5201 | 791.0 | 15820 | 1.3414 | 0.5062 | -| 0.5201 | 792.0 | 15840 | 1.4113 | 0.45 | -| 0.5201 | 793.0 | 15860 | 1.3609 | 0.475 | -| 0.5201 | 794.0 | 15880 | 1.3230 | 0.5 | -| 0.5201 | 795.0 | 15900 | 1.3758 | 0.4625 | -| 0.5201 | 796.0 | 15920 | 1.3244 | 0.5125 | -| 0.5201 | 797.0 | 15940 | 1.2938 | 0.5188 | -| 0.5201 | 798.0 | 15960 | 1.3651 | 0.5 | -| 0.5201 | 799.0 | 15980 | 1.3099 | 0.5062 | -| 0.5142 | 800.0 | 16000 | 1.3214 | 0.475 | +| Training Loss | Epoch | Step | Validation Loss | Accuracy | +|:-------------:|:------:|:-----:|:---------------:|:--------:| +| No log | 1.0 | 20 | 2.0722 | 0.1875 | +| No log | 2.0 | 40 | 2.0667 | 0.2062 | +| No log | 3.0 | 60 | 2.0633 | 0.1938 | +| No log | 4.0 | 80 | 2.0682 | 0.1938 | +| No log | 5.0 | 100 | 2.0627 | 0.2 | +| No log | 6.0 | 120 | 2.0618 | 0.2062 | +| No log | 7.0 | 140 | 2.0573 | 0.2062 | +| No log | 8.0 | 160 | 2.0589 | 0.2062 | +| No log | 9.0 | 180 | 2.0585 | 0.1938 | +| No log | 10.0 | 200 | 2.0576 | 0.1875 | +| No log | 11.0 | 220 | 2.0578 | 0.2125 | +| No log | 12.0 | 240 | 2.0498 | 0.2625 | +| No log | 13.0 | 260 | 2.0542 | 0.2062 | +| No log | 14.0 | 280 | 2.0534 | 0.2 | +| No log | 15.0 | 300 | 2.0474 | 0.2562 | +| No log | 16.0 | 320 | 2.0513 | 0.225 | +| No log | 17.0 | 340 | 2.0472 | 0.2062 | +| No log | 18.0 | 360 | 2.0465 | 0.2562 | +| No log | 19.0 | 380 | 2.0379 | 0.275 | +| No log | 20.0 | 400 | 2.0416 | 0.2375 | +| No log | 21.0 | 420 | 2.0442 | 0.2687 | +| No log | 22.0 | 440 | 2.0399 | 0.2313 | +| No log | 23.0 | 460 | 2.0358 | 0.2625 | +| No log | 24.0 | 480 | 2.0316 | 0.2437 | +| 2.0458 | 25.0 | 500 | 2.0314 | 0.2687 | +| 2.0458 | 26.0 | 520 | 2.0382 | 0.2437 | +| 2.0458 | 27.0 | 540 | 2.0246 | 0.275 | +| 2.0458 | 28.0 | 560 | 2.0211 | 0.3187 | +| 2.0458 | 29.0 | 580 | 2.0240 | 0.2625 | +| 2.0458 | 30.0 | 600 | 2.0198 | 0.2875 | +| 2.0458 | 31.0 | 620 | 2.0204 | 0.2625 | +| 2.0458 | 32.0 | 640 | 2.0210 | 0.275 | +| 2.0458 | 33.0 | 660 | 2.0046 | 0.3125 | +| 2.0458 | 34.0 | 680 | 2.0153 | 0.2625 | +| 2.0458 | 35.0 | 700 | 2.0098 | 0.2625 | +| 2.0458 | 36.0 | 720 | 2.0085 | 0.2812 | +| 2.0458 | 37.0 | 740 | 1.9978 | 0.3187 | +| 2.0458 | 38.0 | 760 | 1.9962 | 0.2938 | +| 2.0458 | 39.0 | 780 | 1.9955 | 0.3 | +| 2.0458 | 40.0 | 800 | 1.9923 | 0.3 | +| 2.0458 | 41.0 | 820 | 1.9913 | 0.3063 | +| 2.0458 | 42.0 | 840 | 1.9844 | 0.325 | +| 2.0458 | 43.0 | 860 | 1.9922 | 0.275 | +| 2.0458 | 44.0 | 880 | 1.9731 | 0.3187 | +| 2.0458 | 45.0 | 900 | 1.9833 | 0.3 | +| 2.0458 | 46.0 | 920 | 1.9763 | 0.3187 | +| 2.0458 | 47.0 | 940 | 1.9686 | 0.35 | +| 2.0458 | 48.0 | 960 | 1.9707 | 0.3187 | +| 2.0458 | 49.0 | 980 | 1.9631 | 0.3312 | +| 1.9677 | 50.0 | 1000 | 1.9561 | 0.2812 | +| 1.9677 | 51.0 | 1020 | 1.9527 | 0.3312 | +| 1.9677 | 52.0 | 1040 | 1.9447 | 0.3563 | +| 1.9677 | 53.0 | 1060 | 1.9542 | 0.35 | +| 1.9677 | 54.0 | 1080 | 1.9509 | 0.375 | +| 1.9677 | 55.0 | 1100 | 1.9378 | 0.3937 | +| 1.9677 | 56.0 | 1120 | 1.9431 | 0.3563 | +| 1.9677 | 57.0 | 1140 | 1.9397 | 0.3312 | +| 1.9677 | 58.0 | 1160 | 1.9322 | 0.4 | +| 1.9677 | 59.0 | 1180 | 1.9252 | 0.3688 | +| 1.9677 | 60.0 | 1200 | 1.9209 | 0.3063 | +| 1.9677 | 61.0 | 1220 | 1.9210 | 0.3563 | +| 1.9677 | 62.0 | 1240 | 1.9226 | 0.3688 | +| 1.9677 | 63.0 | 1260 | 1.9054 | 0.3688 | +| 1.9677 | 64.0 | 1280 | 1.9153 | 0.35 | +| 1.9677 | 65.0 | 1300 | 1.8993 | 0.3563 | +| 1.9677 | 66.0 | 1320 | 1.9008 | 0.375 | +| 1.9677 | 67.0 | 1340 | 1.9008 | 0.35 | +| 1.9677 | 68.0 | 1360 | 1.8866 | 0.3625 | +| 1.9677 | 69.0 | 1380 | 1.8771 | 0.3937 | +| 1.9677 | 70.0 | 1400 | 1.8758 | 0.4 | +| 1.9677 | 71.0 | 1420 | 1.8682 | 0.3937 | +| 1.9677 | 72.0 | 1440 | 1.8604 | 0.3688 | +| 1.9677 | 73.0 | 1460 | 1.8660 | 0.3937 | +| 1.9677 | 74.0 | 1480 | 1.8702 | 0.3375 | +| 1.8562 | 75.0 | 1500 | 1.8483 | 0.4313 | +| 1.8562 | 76.0 | 1520 | 1.8525 | 0.3875 | +| 1.8562 | 77.0 | 1540 | 1.8467 | 0.3937 | +| 1.8562 | 78.0 | 1560 | 1.8481 | 0.3812 | +| 1.8562 | 79.0 | 1580 | 1.8282 | 0.3812 | +| 1.8562 | 80.0 | 1600 | 1.8395 | 0.3875 | +| 1.8562 | 81.0 | 1620 | 1.8251 | 0.375 | +| 1.8562 | 82.0 | 1640 | 1.8215 | 0.4125 | +| 1.8562 | 83.0 | 1660 | 1.8179 | 0.3625 | +| 1.8562 | 84.0 | 1680 | 1.8130 | 0.4188 | +| 1.8562 | 85.0 | 1700 | 1.8066 | 0.4 | +| 1.8562 | 86.0 | 1720 | 1.7993 | 0.4062 | +| 1.8562 | 87.0 | 1740 | 1.7954 | 0.4188 | +| 1.8562 | 88.0 | 1760 | 1.7936 | 0.3937 | +| 1.8562 | 89.0 | 1780 | 1.7972 | 0.4188 | +| 1.8562 | 90.0 | 1800 | 1.7876 | 0.3937 | +| 1.8562 | 91.0 | 1820 | 1.7810 | 0.3937 | +| 1.8562 | 92.0 | 1840 | 1.7838 | 0.3937 | +| 1.8562 | 93.0 | 1860 | 1.7711 | 0.3812 | +| 1.8562 | 94.0 | 1880 | 1.7780 | 0.3688 | +| 1.8562 | 95.0 | 1900 | 1.7426 | 0.4062 | +| 1.8562 | 96.0 | 1920 | 1.7399 | 0.425 | +| 1.8562 | 97.0 | 1940 | 1.7561 | 0.375 | +| 1.8562 | 98.0 | 1960 | 1.7287 | 0.3937 | +| 1.8562 | 99.0 | 1980 | 1.7425 | 0.4437 | +| 1.7294 | 100.0 | 2000 | 1.7308 | 0.4188 | +| 1.7294 | 101.0 | 2020 | 1.7389 | 0.375 | +| 1.7294 | 102.0 | 2040 | 1.7249 | 0.4375 | +| 1.7294 | 103.0 | 2060 | 1.7297 | 0.4188 | +| 1.7294 | 104.0 | 2080 | 1.7361 | 0.3875 | +| 1.7294 | 105.0 | 2100 | 1.7188 | 0.4188 | +| 1.7294 | 106.0 | 2120 | 1.7181 | 0.4562 | +| 1.7294 | 107.0 | 2140 | 1.7044 | 0.425 | +| 1.7294 | 108.0 | 2160 | 1.7030 | 0.4188 | +| 1.7294 | 109.0 | 2180 | 1.7070 | 0.425 | +| 1.7294 | 110.0 | 2200 | 1.7006 | 0.4437 | +| 1.7294 | 111.0 | 2220 | 1.6862 | 0.4688 | +| 1.7294 | 112.0 | 2240 | 1.6881 | 0.4437 | +| 1.7294 | 113.0 | 2260 | 1.6798 | 0.45 | +| 1.7294 | 114.0 | 2280 | 1.6982 | 0.3937 | +| 1.7294 | 115.0 | 2300 | 1.6812 | 0.4375 | +| 1.7294 | 116.0 | 2320 | 1.6751 | 0.45 | +| 1.7294 | 117.0 | 2340 | 1.6849 | 0.45 | +| 1.7294 | 118.0 | 2360 | 1.6690 | 0.4375 | +| 1.7294 | 119.0 | 2380 | 1.6583 | 0.4688 | +| 1.7294 | 120.0 | 2400 | 1.6666 | 0.4375 | +| 1.7294 | 121.0 | 2420 | 1.6651 | 0.45 | +| 1.7294 | 122.0 | 2440 | 1.6477 | 0.4688 | +| 1.7294 | 123.0 | 2460 | 1.6520 | 0.475 | +| 1.7294 | 124.0 | 2480 | 1.6642 | 0.4125 | +| 1.6198 | 125.0 | 2500 | 1.6633 | 0.475 | +| 1.6198 | 126.0 | 2520 | 1.6443 | 0.4375 | +| 1.6198 | 127.0 | 2540 | 1.6398 | 0.4813 | +| 1.6198 | 128.0 | 2560 | 1.6516 | 0.4437 | +| 1.6198 | 129.0 | 2580 | 1.6496 | 0.4562 | +| 1.6198 | 130.0 | 2600 | 1.6342 | 0.4625 | +| 1.6198 | 131.0 | 2620 | 1.6330 | 0.4437 | +| 1.6198 | 132.0 | 2640 | 1.6341 | 0.4625 | +| 1.6198 | 133.0 | 2660 | 1.6167 | 0.475 | +| 1.6198 | 134.0 | 2680 | 1.6270 | 0.4562 | +| 1.6198 | 135.0 | 2700 | 1.6322 | 0.4562 | +| 1.6198 | 136.0 | 2720 | 1.6252 | 0.4188 | +| 1.6198 | 137.0 | 2740 | 1.6045 | 0.4562 | +| 1.6198 | 138.0 | 2760 | 1.6107 | 0.5 | +| 1.6198 | 139.0 | 2780 | 1.6170 | 0.45 | +| 1.6198 | 140.0 | 2800 | 1.6067 | 0.4813 | +| 1.6198 | 141.0 | 2820 | 1.6116 | 0.4437 | +| 1.6198 | 142.0 | 2840 | 1.5962 | 0.4813 | +| 1.6198 | 143.0 | 2860 | 1.6096 | 0.425 | +| 1.6198 | 144.0 | 2880 | 1.6051 | 0.4562 | +| 1.6198 | 145.0 | 2900 | 1.5939 | 0.525 | +| 1.6198 | 146.0 | 2920 | 1.5871 | 0.5062 | +| 1.6198 | 147.0 | 2940 | 1.5917 | 0.4688 | +| 1.6198 | 148.0 | 2960 | 1.5911 | 0.4938 | +| 1.6198 | 149.0 | 2980 | 1.5950 | 0.4437 | +| 1.5343 | 150.0 | 3000 | 1.5974 | 0.4625 | +| 1.5343 | 151.0 | 3020 | 1.5713 | 0.4813 | +| 1.5343 | 152.0 | 3040 | 1.5637 | 0.5437 | +| 1.5343 | 153.0 | 3060 | 1.5830 | 0.4688 | +| 1.5343 | 154.0 | 3080 | 1.5770 | 0.4938 | +| 1.5343 | 155.0 | 3100 | 1.5800 | 0.5188 | +| 1.5343 | 156.0 | 3120 | 1.5782 | 0.4625 | +| 1.5343 | 157.0 | 3140 | 1.5769 | 0.4562 | +| 1.5343 | 158.0 | 3160 | 1.5751 | 0.5 | +| 1.5343 | 159.0 | 3180 | 1.5739 | 0.4938 | +| 1.5343 | 160.0 | 3200 | 1.5555 | 0.5 | +| 1.5343 | 161.0 | 3220 | 1.5561 | 0.475 | +| 1.5343 | 162.0 | 3240 | 1.5521 | 0.4938 | +| 1.5343 | 163.0 | 3260 | 1.5670 | 0.4688 | +| 1.5343 | 164.0 | 3280 | 1.5621 | 0.475 | +| 1.5343 | 165.0 | 3300 | 1.5622 | 0.4813 | +| 1.5343 | 166.0 | 3320 | 1.5497 | 0.4562 | +| 1.5343 | 167.0 | 3340 | 1.5535 | 0.4813 | +| 1.5343 | 168.0 | 3360 | 1.5526 | 0.4875 | +| 1.5343 | 169.0 | 3380 | 1.5301 | 0.5 | +| 1.5343 | 170.0 | 3400 | 1.5487 | 0.4813 | +| 1.5343 | 171.0 | 3420 | 1.5489 | 0.4625 | +| 1.5343 | 172.0 | 3440 | 1.5456 | 0.5 | +| 1.5343 | 173.0 | 3460 | 1.5355 | 0.5 | +| 1.5343 | 174.0 | 3480 | 1.5306 | 0.5 | +| 1.4643 | 175.0 | 3500 | 1.5436 | 0.4875 | +| 1.4643 | 176.0 | 3520 | 1.5241 | 0.4875 | +| 1.4643 | 177.0 | 3540 | 1.5293 | 0.475 | +| 1.4643 | 178.0 | 3560 | 1.5282 | 0.475 | +| 1.4643 | 179.0 | 3580 | 1.5350 | 0.4813 | +| 1.4643 | 180.0 | 3600 | 1.5207 | 0.4875 | +| 1.4643 | 181.0 | 3620 | 1.5274 | 0.4875 | +| 1.4643 | 182.0 | 3640 | 1.5239 | 0.5 | +| 1.4643 | 183.0 | 3660 | 1.5324 | 0.45 | +| 1.4643 | 184.0 | 3680 | 1.5137 | 0.4813 | +| 1.4643 | 185.0 | 3700 | 1.5265 | 0.4938 | +| 1.4643 | 186.0 | 3720 | 1.4986 | 0.5125 | +| 1.4643 | 187.0 | 3740 | 1.5102 | 0.525 | +| 1.4643 | 188.0 | 3760 | 1.5141 | 0.5062 | +| 1.4643 | 189.0 | 3780 | 1.4955 | 0.5125 | +| 1.4643 | 190.0 | 3800 | 1.5155 | 0.5125 | +| 1.4643 | 191.0 | 3820 | 1.5076 | 0.4938 | +| 1.4643 | 192.0 | 3840 | 1.5114 | 0.4875 | +| 1.4643 | 193.0 | 3860 | 1.5295 | 0.4938 | +| 1.4643 | 194.0 | 3880 | 1.5180 | 0.4688 | +| 1.4643 | 195.0 | 3900 | 1.5103 | 0.4875 | +| 1.4643 | 196.0 | 3920 | 1.5092 | 0.55 | +| 1.4643 | 197.0 | 3940 | 1.5009 | 0.5062 | +| 1.4643 | 198.0 | 3960 | 1.5320 | 0.475 | +| 1.4643 | 199.0 | 3980 | 1.4854 | 0.5375 | +| 1.4007 | 200.0 | 4000 | 1.5029 | 0.4875 | +| 1.4007 | 201.0 | 4020 | 1.4928 | 0.5125 | +| 1.4007 | 202.0 | 4040 | 1.4851 | 0.4875 | +| 1.4007 | 203.0 | 4060 | 1.4960 | 0.4938 | +| 1.4007 | 204.0 | 4080 | 1.4979 | 0.4437 | +| 1.4007 | 205.0 | 4100 | 1.4936 | 0.4813 | +| 1.4007 | 206.0 | 4120 | 1.4684 | 0.55 | +| 1.4007 | 207.0 | 4140 | 1.4656 | 0.525 | +| 1.4007 | 208.0 | 4160 | 1.4731 | 0.4813 | +| 1.4007 | 209.0 | 4180 | 1.4858 | 0.5312 | +| 1.4007 | 210.0 | 4200 | 1.4893 | 0.5062 | +| 1.4007 | 211.0 | 4220 | 1.4875 | 0.4938 | +| 1.4007 | 212.0 | 4240 | 1.4881 | 0.5375 | +| 1.4007 | 213.0 | 4260 | 1.4910 | 0.4813 | +| 1.4007 | 214.0 | 4280 | 1.4570 | 0.5062 | +| 1.4007 | 215.0 | 4300 | 1.4839 | 0.4938 | +| 1.4007 | 216.0 | 4320 | 1.4709 | 0.4688 | +| 1.4007 | 217.0 | 4340 | 1.4711 | 0.4875 | +| 1.4007 | 218.0 | 4360 | 1.4992 | 0.475 | +| 1.4007 | 219.0 | 4380 | 1.4701 | 0.5125 | +| 1.4007 | 220.0 | 4400 | 1.4727 | 0.4875 | +| 1.4007 | 221.0 | 4420 | 1.4632 | 0.5125 | +| 1.4007 | 222.0 | 4440 | 1.4602 | 0.475 | +| 1.4007 | 223.0 | 4460 | 1.4510 | 0.4938 | +| 1.4007 | 224.0 | 4480 | 1.4786 | 0.4562 | +| 1.3391 | 225.0 | 4500 | 1.4700 | 0.5125 | +| 1.3391 | 226.0 | 4520 | 1.4812 | 0.4813 | +| 1.3391 | 227.0 | 4540 | 1.4379 | 0.5375 | +| 1.3391 | 228.0 | 4560 | 1.4426 | 0.4938 | +| 1.3391 | 229.0 | 4580 | 1.4638 | 0.4938 | +| 1.3391 | 230.0 | 4600 | 1.4708 | 0.475 | +| 1.3391 | 231.0 | 4620 | 1.4293 | 0.55 | +| 1.3391 | 232.0 | 4640 | 1.4704 | 0.4813 | +| 1.3391 | 233.0 | 4660 | 1.4561 | 0.4938 | +| 1.3391 | 234.0 | 4680 | 1.4302 | 0.525 | +| 1.3391 | 235.0 | 4700 | 1.4806 | 0.5125 | +| 1.3391 | 236.0 | 4720 | 1.4402 | 0.4875 | +| 1.3391 | 237.0 | 4740 | 1.4356 | 0.5188 | +| 1.3391 | 238.0 | 4760 | 1.4475 | 0.4688 | +| 1.3391 | 239.0 | 4780 | 1.4304 | 0.525 | +| 1.3391 | 240.0 | 4800 | 1.4217 | 0.525 | +| 1.3391 | 241.0 | 4820 | 1.4536 | 0.5 | +| 1.3391 | 242.0 | 4840 | 1.4512 | 0.4938 | +| 1.3391 | 243.0 | 4860 | 1.4549 | 0.5312 | +| 1.3391 | 244.0 | 4880 | 1.4460 | 0.5062 | +| 1.3391 | 245.0 | 4900 | 1.4361 | 0.5062 | +| 1.3391 | 246.0 | 4920 | 1.4455 | 0.4688 | +| 1.3391 | 247.0 | 4940 | 1.4588 | 0.525 | +| 1.3391 | 248.0 | 4960 | 1.4207 | 0.5312 | +| 1.3391 | 249.0 | 4980 | 1.4436 | 0.5312 | +| 1.2821 | 250.0 | 5000 | 1.4417 | 0.5062 | +| 1.2821 | 251.0 | 5020 | 1.4264 | 0.5125 | +| 1.2821 | 252.0 | 5040 | 1.4495 | 0.4875 | +| 1.2821 | 253.0 | 5060 | 1.4312 | 0.5375 | +| 1.2821 | 254.0 | 5080 | 1.4334 | 0.5062 | +| 1.2821 | 255.0 | 5100 | 1.4420 | 0.4875 | +| 1.2821 | 256.0 | 5120 | 1.4313 | 0.5188 | +| 1.2821 | 257.0 | 5140 | 1.4239 | 0.5437 | +| 1.2821 | 258.0 | 5160 | 1.4457 | 0.4562 | +| 1.2821 | 259.0 | 5180 | 1.4051 | 0.5188 | +| 1.2821 | 260.0 | 5200 | 1.4374 | 0.5062 | +| 1.2821 | 261.0 | 5220 | 1.4089 | 0.5188 | +| 1.2821 | 262.0 | 5240 | 1.4430 | 0.4875 | +| 1.2821 | 263.0 | 5260 | 1.4066 | 0.5188 | +| 1.2821 | 264.0 | 5280 | 1.4144 | 0.5375 | +| 1.2821 | 265.0 | 5300 | 1.4440 | 0.5 | +| 1.2821 | 266.0 | 5320 | 1.4262 | 0.4813 | +| 1.2821 | 267.0 | 5340 | 1.4134 | 0.4938 | +| 1.2821 | 268.0 | 5360 | 1.4234 | 0.4938 | +| 1.2821 | 269.0 | 5380 | 1.4086 | 0.525 | +| 1.2821 | 270.0 | 5400 | 1.4297 | 0.4938 | +| 1.2821 | 271.0 | 5420 | 1.3996 | 0.525 | +| 1.2821 | 272.0 | 5440 | 1.4114 | 0.5125 | +| 1.2821 | 273.0 | 5460 | 1.4374 | 0.4688 | +| 1.2821 | 274.0 | 5480 | 1.4199 | 0.5062 | +| 1.2306 | 275.0 | 5500 | 1.3729 | 0.5062 | +| 1.2306 | 276.0 | 5520 | 1.3774 | 0.5375 | +| 1.2306 | 277.0 | 5540 | 1.4205 | 0.5312 | +| 1.2306 | 278.0 | 5560 | 1.3882 | 0.5 | +| 1.2306 | 279.0 | 5580 | 1.3965 | 0.5062 | +| 1.2306 | 280.0 | 5600 | 1.4020 | 0.5188 | +| 1.2306 | 281.0 | 5620 | 1.4054 | 0.5312 | +| 1.2306 | 282.0 | 5640 | 1.4037 | 0.5188 | +| 1.2306 | 283.0 | 5660 | 1.4333 | 0.4813 | +| 1.2306 | 284.0 | 5680 | 1.3888 | 0.5188 | +| 1.2306 | 285.0 | 5700 | 1.3991 | 0.4813 | +| 1.2306 | 286.0 | 5720 | 1.3864 | 0.5125 | +| 1.2306 | 287.0 | 5740 | 1.3277 | 0.575 | +| 1.2306 | 288.0 | 5760 | 1.4280 | 0.5 | +| 1.2306 | 289.0 | 5780 | 1.3820 | 0.5062 | +| 1.2306 | 290.0 | 5800 | 1.4017 | 0.5188 | +| 1.2306 | 291.0 | 5820 | 1.4204 | 0.4813 | +| 1.2306 | 292.0 | 5840 | 1.4218 | 0.5125 | +| 1.2306 | 293.0 | 5860 | 1.3961 | 0.4688 | +| 1.2306 | 294.0 | 5880 | 1.3957 | 0.5062 | +| 1.2306 | 295.0 | 5900 | 1.4075 | 0.5188 | +| 1.2306 | 296.0 | 5920 | 1.4089 | 0.475 | +| 1.2306 | 297.0 | 5940 | 1.3727 | 0.5375 | +| 1.2306 | 298.0 | 5960 | 1.3624 | 0.525 | +| 1.2306 | 299.0 | 5980 | 1.4073 | 0.5062 | +| 1.1758 | 300.0 | 6000 | 1.4273 | 0.5 | +| 1.1758 | 301.0 | 6020 | 1.3907 | 0.5 | +| 1.1758 | 302.0 | 6040 | 1.3874 | 0.5188 | +| 1.1758 | 303.0 | 6060 | 1.4323 | 0.4938 | +| 1.1758 | 304.0 | 6080 | 1.3582 | 0.5437 | +| 1.1758 | 305.0 | 6100 | 1.3618 | 0.5312 | +| 1.1758 | 306.0 | 6120 | 1.3544 | 0.5188 | +| 1.1758 | 307.0 | 6140 | 1.3816 | 0.5375 | +| 1.1758 | 308.0 | 6160 | 1.3749 | 0.4938 | +| 1.1758 | 309.0 | 6180 | 1.3924 | 0.4938 | +| 1.1758 | 310.0 | 6200 | 1.3781 | 0.525 | +| 1.1758 | 311.0 | 6220 | 1.3879 | 0.5125 | +| 1.1758 | 312.0 | 6240 | 1.3739 | 0.55 | +| 1.1758 | 313.0 | 6260 | 1.3662 | 0.5188 | +| 1.1758 | 314.0 | 6280 | 1.3764 | 0.575 | +| 1.1758 | 315.0 | 6300 | 1.3922 | 0.4938 | +| 1.1758 | 316.0 | 6320 | 1.3977 | 0.4625 | +| 1.1758 | 317.0 | 6340 | 1.4194 | 0.5 | +| 1.1758 | 318.0 | 6360 | 1.3465 | 0.5125 | +| 1.1758 | 319.0 | 6380 | 1.3564 | 0.4875 | +| 1.1758 | 320.0 | 6400 | 1.3582 | 0.5437 | +| 1.1758 | 321.0 | 6420 | 1.3829 | 0.5188 | +| 1.1758 | 322.0 | 6440 | 1.3504 | 0.5125 | +| 1.1758 | 323.0 | 6460 | 1.3658 | 0.4875 | +| 1.1758 | 324.0 | 6480 | 1.4254 | 0.45 | +| 1.1256 | 325.0 | 6500 | 1.4025 | 0.4875 | +| 1.1256 | 326.0 | 6520 | 1.3431 | 0.5125 | +| 1.1256 | 327.0 | 6540 | 1.3613 | 0.5 | +| 1.1256 | 328.0 | 6560 | 1.3376 | 0.55 | +| 1.1256 | 329.0 | 6580 | 1.3730 | 0.5 | +| 1.1256 | 330.0 | 6600 | 1.3936 | 0.5062 | +| 1.1256 | 331.0 | 6620 | 1.3716 | 0.5125 | +| 1.1256 | 332.0 | 6640 | 1.4044 | 0.475 | +| 1.1256 | 333.0 | 6660 | 1.3880 | 0.4625 | +| 1.1256 | 334.0 | 6680 | 1.3580 | 0.4688 | +| 1.1256 | 335.0 | 6700 | 1.3459 | 0.5437 | +| 1.1256 | 336.0 | 6720 | 1.3868 | 0.5312 | +| 1.1256 | 337.0 | 6740 | 1.3766 | 0.475 | +| 1.1256 | 338.0 | 6760 | 1.3843 | 0.4625 | +| 1.1256 | 339.0 | 6780 | 1.3802 | 0.4562 | +| 1.1256 | 340.0 | 6800 | 1.3698 | 0.4938 | +| 1.1256 | 341.0 | 6820 | 1.3657 | 0.4813 | +| 1.1256 | 342.0 | 6840 | 1.3622 | 0.5437 | +| 1.1256 | 343.0 | 6860 | 1.4055 | 0.4562 | +| 1.1256 | 344.0 | 6880 | 1.3406 | 0.5062 | +| 1.1256 | 345.0 | 6900 | 1.3517 | 0.5312 | +| 1.1256 | 346.0 | 6920 | 1.4012 | 0.4688 | +| 1.1256 | 347.0 | 6940 | 1.3131 | 0.5563 | +| 1.1256 | 348.0 | 6960 | 1.3677 | 0.4813 | +| 1.1256 | 349.0 | 6980 | 1.3656 | 0.5062 | +| 1.0749 | 350.0 | 7000 | 1.3582 | 0.4813 | +| 1.0749 | 351.0 | 7020 | 1.3342 | 0.5125 | +| 1.0749 | 352.0 | 7040 | 1.3413 | 0.5188 | +| 1.0749 | 353.0 | 7060 | 1.3541 | 0.5062 | +| 1.0749 | 354.0 | 7080 | 1.3551 | 0.5062 | +| 1.0749 | 355.0 | 7100 | 1.3364 | 0.5625 | +| 1.0749 | 356.0 | 7120 | 1.3885 | 0.4625 | +| 1.0749 | 357.0 | 7140 | 1.3327 | 0.5062 | +| 1.0749 | 358.0 | 7160 | 1.3570 | 0.5 | +| 1.0749 | 359.0 | 7180 | 1.3642 | 0.4875 | +| 1.0749 | 360.0 | 7200 | 1.3467 | 0.4813 | +| 1.0749 | 361.0 | 7220 | 1.3882 | 0.5062 | +| 1.0749 | 362.0 | 7240 | 1.3534 | 0.4875 | +| 1.0749 | 363.0 | 7260 | 1.3570 | 0.4688 | +| 1.0749 | 364.0 | 7280 | 1.3150 | 0.5437 | +| 1.0749 | 365.0 | 7300 | 1.3483 | 0.4688 | +| 1.0749 | 366.0 | 7320 | 1.3294 | 0.525 | +| 1.0749 | 367.0 | 7340 | 1.3453 | 0.475 | +| 1.0749 | 368.0 | 7360 | 1.3518 | 0.4625 | +| 1.0749 | 369.0 | 7380 | 1.3524 | 0.4875 | +| 1.0749 | 370.0 | 7400 | 1.3627 | 0.4625 | +| 1.0749 | 371.0 | 7420 | 1.2998 | 0.5188 | +| 1.0749 | 372.0 | 7440 | 1.3362 | 0.5125 | +| 1.0749 | 373.0 | 7460 | 1.3290 | 0.4938 | +| 1.0749 | 374.0 | 7480 | 1.3158 | 0.5312 | +| 1.0301 | 375.0 | 7500 | 1.3241 | 0.5375 | +| 1.0301 | 376.0 | 7520 | 1.3518 | 0.5062 | +| 1.0301 | 377.0 | 7540 | 1.3748 | 0.4938 | +| 1.0301 | 378.0 | 7560 | 1.3627 | 0.4688 | +| 1.0301 | 379.0 | 7580 | 1.2971 | 0.525 | +| 1.0301 | 380.0 | 7600 | 1.3200 | 0.525 | +| 1.0301 | 381.0 | 7620 | 1.3200 | 0.5062 | +| 1.0301 | 382.0 | 7640 | 1.3304 | 0.475 | +| 1.0301 | 383.0 | 7660 | 1.3425 | 0.5188 | +| 1.0301 | 384.0 | 7680 | 1.3378 | 0.5188 | +| 1.0301 | 385.0 | 7700 | 1.3380 | 0.525 | +| 1.0301 | 386.0 | 7720 | 1.3159 | 0.5125 | +| 1.0301 | 387.0 | 7740 | 1.3315 | 0.5312 | +| 1.0301 | 388.0 | 7760 | 1.3318 | 0.5 | +| 1.0301 | 389.0 | 7780 | 1.3150 | 0.5188 | +| 1.0301 | 390.0 | 7800 | 1.3109 | 0.4938 | +| 1.0301 | 391.0 | 7820 | 1.3457 | 0.4938 | +| 1.0301 | 392.0 | 7840 | 1.3507 | 0.55 | +| 1.0301 | 393.0 | 7860 | 1.3043 | 0.5125 | +| 1.0301 | 394.0 | 7880 | 1.2937 | 0.525 | +| 1.0301 | 395.0 | 7900 | 1.3179 | 0.5125 | +| 1.0301 | 396.0 | 7920 | 1.3434 | 0.4375 | +| 1.0301 | 397.0 | 7940 | 1.3440 | 0.5125 | +| 1.0301 | 398.0 | 7960 | 1.3630 | 0.5125 | +| 1.0301 | 399.0 | 7980 | 1.2913 | 0.5687 | +| 0.9833 | 400.0 | 8000 | 1.3338 | 0.5188 | +| 0.9833 | 401.0 | 8020 | 1.3367 | 0.5188 | +| 0.9833 | 402.0 | 8040 | 1.3656 | 0.5 | +| 0.9833 | 403.0 | 8060 | 1.3377 | 0.5312 | +| 0.9833 | 404.0 | 8080 | 1.3387 | 0.4688 | +| 0.9833 | 405.0 | 8100 | 1.3061 | 0.5125 | +| 0.9833 | 406.0 | 8120 | 1.3082 | 0.5 | +| 0.9833 | 407.0 | 8140 | 1.3284 | 0.4938 | +| 0.9833 | 408.0 | 8160 | 1.3212 | 0.5312 | +| 0.9833 | 409.0 | 8180 | 1.2809 | 0.5188 | +| 0.9833 | 410.0 | 8200 | 1.3295 | 0.525 | +| 0.9833 | 411.0 | 8220 | 1.3432 | 0.5 | +| 0.9833 | 412.0 | 8240 | 1.3173 | 0.5188 | +| 0.9833 | 413.0 | 8260 | 1.3131 | 0.525 | +| 0.9833 | 414.0 | 8280 | 1.2957 | 0.5312 | +| 0.9833 | 415.0 | 8300 | 1.3358 | 0.4813 | +| 0.9833 | 416.0 | 8320 | 1.3635 | 0.4562 | +| 0.9833 | 417.0 | 8340 | 1.3743 | 0.475 | +| 0.9833 | 418.0 | 8360 | 1.3320 | 0.5437 | +| 0.9833 | 419.0 | 8380 | 1.2942 | 0.5 | +| 0.9833 | 420.0 | 8400 | 1.2994 | 0.5 | +| 0.9833 | 421.0 | 8420 | 1.3073 | 0.4938 | +| 0.9833 | 422.0 | 8440 | 1.3108 | 0.5188 | +| 0.9833 | 423.0 | 8460 | 1.3514 | 0.5125 | +| 0.9833 | 424.0 | 8480 | 1.3062 | 0.4875 | +| 0.944 | 425.0 | 8500 | 1.3154 | 0.5062 | +| 0.944 | 426.0 | 8520 | 1.3105 | 0.5125 | +| 0.944 | 427.0 | 8540 | 1.3566 | 0.4938 | +| 0.944 | 428.0 | 8560 | 1.3100 | 0.5125 | +| 0.944 | 429.0 | 8580 | 1.3342 | 0.475 | +| 0.944 | 430.0 | 8600 | 1.3321 | 0.4875 | +| 0.944 | 431.0 | 8620 | 1.3492 | 0.5 | +| 0.944 | 432.0 | 8640 | 1.3199 | 0.4938 | +| 0.944 | 433.0 | 8660 | 1.2887 | 0.5437 | +| 0.944 | 434.0 | 8680 | 1.3167 | 0.4938 | +| 0.944 | 435.0 | 8700 | 1.3255 | 0.5062 | +| 0.944 | 436.0 | 8720 | 1.3197 | 0.5125 | +| 0.944 | 437.0 | 8740 | 1.2864 | 0.5312 | +| 0.944 | 438.0 | 8760 | 1.2985 | 0.5312 | +| 0.944 | 439.0 | 8780 | 1.3446 | 0.4625 | +| 0.944 | 440.0 | 8800 | 1.3052 | 0.5437 | +| 0.944 | 441.0 | 8820 | 1.3067 | 0.5125 | +| 0.944 | 442.0 | 8840 | 1.2849 | 0.5125 | +| 0.944 | 443.0 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0.525 | +| 0.8989 | 466.0 | 9320 | 1.3139 | 0.5 | +| 0.8989 | 467.0 | 9340 | 1.3230 | 0.4938 | +| 0.8989 | 468.0 | 9360 | 1.3057 | 0.525 | +| 0.8989 | 469.0 | 9380 | 1.3508 | 0.5 | +| 0.8989 | 470.0 | 9400 | 1.2968 | 0.5437 | +| 0.8989 | 471.0 | 9420 | 1.2811 | 0.5563 | +| 0.8989 | 472.0 | 9440 | 1.3688 | 0.5062 | +| 0.8989 | 473.0 | 9460 | 1.3701 | 0.4875 | +| 0.8989 | 474.0 | 9480 | 1.3270 | 0.5 | +| 0.856 | 475.0 | 9500 | 1.3228 | 0.5062 | +| 0.856 | 476.0 | 9520 | 1.3234 | 0.4625 | +| 0.856 | 477.0 | 9540 | 1.3094 | 0.525 | +| 0.856 | 478.0 | 9560 | 1.3401 | 0.4938 | +| 0.856 | 479.0 | 9580 | 1.3226 | 0.4813 | +| 0.856 | 480.0 | 9600 | 1.3334 | 0.4813 | +| 0.856 | 481.0 | 9620 | 1.2958 | 0.525 | +| 0.856 | 482.0 | 9640 | 1.3299 | 0.4813 | +| 0.856 | 483.0 | 9660 | 1.2868 | 0.525 | +| 0.856 | 484.0 | 9680 | 1.3472 | 0.4813 | +| 0.856 | 485.0 | 9700 | 1.2546 | 0.5687 | +| 0.856 | 486.0 | 9720 | 1.3173 | 0.5 | +| 0.856 | 487.0 | 9740 | 1.2759 | 0.5188 | +| 0.856 | 488.0 | 9760 | 1.3288 | 0.4875 | +| 0.856 | 489.0 | 9780 | 1.3019 | 0.5312 | +| 0.856 | 490.0 | 9800 | 1.3412 | 0.4875 | +| 0.856 | 491.0 | 9820 | 1.2962 | 0.5188 | +| 0.856 | 492.0 | 9840 | 1.3327 | 0.4875 | +| 0.856 | 493.0 | 9860 | 1.3197 | 0.5125 | +| 0.856 | 494.0 | 9880 | 1.3252 | 0.4313 | +| 0.856 | 495.0 | 9900 | 1.2839 | 0.5062 | +| 0.856 | 496.0 | 9920 | 1.3358 | 0.5 | +| 0.856 | 497.0 | 9940 | 1.3704 | 0.4938 | +| 0.856 | 498.0 | 9960 | 1.2827 | 0.4938 | +| 0.856 | 499.0 | 9980 | 1.3523 | 0.4938 | +| 0.8229 | 500.0 | 10000 | 1.3195 | 0.4875 | +| 0.8229 | 501.0 | 10020 | 1.3336 | 0.5125 | +| 0.8229 | 502.0 | 10040 | 1.3251 | 0.4875 | +| 0.8229 | 503.0 | 10060 | 1.3660 | 0.4938 | +| 0.8229 | 504.0 | 10080 | 1.2874 | 0.55 | +| 0.8229 | 505.0 | 10100 | 1.2740 | 0.5312 | +| 0.8229 | 506.0 | 10120 | 1.3573 | 0.4813 | +| 0.8229 | 507.0 | 10140 | 1.3158 | 0.4813 | +| 0.8229 | 508.0 | 10160 | 1.3025 | 0.5312 | +| 0.8229 | 509.0 | 10180 | 1.3504 | 0.4875 | +| 0.8229 | 510.0 | 10200 | 1.3390 | 0.4875 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0.5125 | +| 0.7853 | 533.0 | 10660 | 1.3741 | 0.475 | +| 0.7853 | 534.0 | 10680 | 1.3430 | 0.525 | +| 0.7853 | 535.0 | 10700 | 1.2847 | 0.5062 | +| 0.7853 | 536.0 | 10720 | 1.3284 | 0.5062 | +| 0.7853 | 537.0 | 10740 | 1.2532 | 0.55 | +| 0.7853 | 538.0 | 10760 | 1.2771 | 0.5437 | +| 0.7853 | 539.0 | 10780 | 1.2977 | 0.5375 | +| 0.7853 | 540.0 | 10800 | 1.3248 | 0.4938 | +| 0.7853 | 541.0 | 10820 | 1.2509 | 0.5437 | +| 0.7853 | 542.0 | 10840 | 1.2954 | 0.5062 | +| 0.7853 | 543.0 | 10860 | 1.3454 | 0.5 | +| 0.7853 | 544.0 | 10880 | 1.3356 | 0.5188 | +| 0.7853 | 545.0 | 10900 | 1.3251 | 0.4938 | +| 0.7853 | 546.0 | 10920 | 1.3035 | 0.5062 | +| 0.7853 | 547.0 | 10940 | 1.2584 | 0.5625 | +| 0.7853 | 548.0 | 10960 | 1.2613 | 0.5188 | +| 0.7853 | 549.0 | 10980 | 1.2917 | 0.525 | +| 0.749 | 550.0 | 11000 | 1.3127 | 0.5125 | +| 0.749 | 551.0 | 11020 | 1.3570 | 0.4688 | +| 0.749 | 552.0 | 11040 | 1.3004 | 0.5437 | +| 0.749 | 553.0 | 11060 | 1.3239 | 0.475 | +| 0.749 | 554.0 | 11080 | 1.2988 | 0.5188 | +| 0.749 | 555.0 | 11100 | 1.3179 | 0.475 | +| 0.749 | 556.0 | 11120 | 1.2800 | 0.525 | +| 0.749 | 557.0 | 11140 | 1.3372 | 0.4625 | +| 0.749 | 558.0 | 11160 | 1.3328 | 0.475 | +| 0.749 | 559.0 | 11180 | 1.3129 | 0.4938 | +| 0.749 | 560.0 | 11200 | 1.3230 | 0.4688 | +| 0.749 | 561.0 | 11220 | 1.3589 | 0.4938 | +| 0.749 | 562.0 | 11240 | 1.3465 | 0.4938 | +| 0.749 | 563.0 | 11260 | 1.3101 | 0.5062 | +| 0.749 | 564.0 | 11280 | 1.3420 | 0.4688 | +| 0.749 | 565.0 | 11300 | 1.2908 | 0.5312 | +| 0.749 | 566.0 | 11320 | 1.2794 | 0.525 | +| 0.749 | 567.0 | 11340 | 1.2730 | 0.5188 | +| 0.749 | 568.0 | 11360 | 1.3563 | 0.4688 | +| 0.749 | 569.0 | 11380 | 1.2933 | 0.5 | +| 0.749 | 570.0 | 11400 | 1.2991 | 0.5125 | +| 0.749 | 571.0 | 11420 | 1.3225 | 0.4875 | +| 0.749 | 572.0 | 11440 | 1.3333 | 0.5 | +| 0.749 | 573.0 | 11460 | 1.3181 | 0.5 | +| 0.749 | 574.0 | 11480 | 1.2859 | 0.525 | +| 0.7191 | 575.0 | 11500 | 1.2650 | 0.5062 | +| 0.7191 | 576.0 | 11520 | 1.3280 | 0.5062 | +| 0.7191 | 577.0 | 11540 | 1.3104 | 0.475 | +| 0.7191 | 578.0 | 11560 | 1.2930 | 0.5125 | +| 0.7191 | 579.0 | 11580 | 1.2975 | 0.5125 | +| 0.7191 | 580.0 | 11600 | 1.3229 | 0.5125 | +| 0.7191 | 581.0 | 11620 | 1.2711 | 0.55 | +| 0.7191 | 582.0 | 11640 | 1.3605 | 0.4625 | +| 0.7191 | 583.0 | 11660 | 1.3356 | 0.4813 | +| 0.7191 | 584.0 | 11680 | 1.3470 | 0.5062 | +| 0.7191 | 585.0 | 11700 | 1.3186 | 0.4938 | +| 0.7191 | 586.0 | 11720 | 1.2996 | 0.5312 | +| 0.7191 | 587.0 | 11740 | 1.2796 | 0.5188 | +| 0.7191 | 588.0 | 11760 | 1.2969 | 0.5312 | +| 0.7191 | 589.0 | 11780 | 1.3024 | 0.4938 | +| 0.7191 | 590.0 | 11800 | 1.3289 | 0.4938 | +| 0.7191 | 591.0 | 11820 | 1.2850 | 0.5062 | +| 0.7191 | 592.0 | 11840 | 1.3677 | 0.4625 | +| 0.7191 | 593.0 | 11860 | 1.3232 | 0.4875 | +| 0.7191 | 594.0 | 11880 | 1.2918 | 0.475 | +| 0.7191 | 595.0 | 11900 | 1.3555 | 0.4437 | +| 0.7191 | 596.0 | 11920 | 1.3612 | 0.4813 | +| 0.7191 | 597.0 | 11940 | 1.3379 | 0.4813 | +| 0.7191 | 598.0 | 11960 | 1.3612 | 0.4938 | +| 0.7191 | 599.0 | 11980 | 1.3186 | 0.5 | +| 0.6835 | 600.0 | 12000 | 1.3640 | 0.4625 | +| 0.6835 | 601.0 | 12020 | 1.3228 | 0.5188 | +| 0.6835 | 602.0 | 12040 | 1.3222 | 0.45 | +| 0.6835 | 603.0 | 12060 | 1.3341 | 0.4875 | +| 0.6835 | 604.0 | 12080 | 1.2262 | 0.575 | +| 0.6835 | 605.0 | 12100 | 1.3317 | 0.4688 | +| 0.6835 | 606.0 | 12120 | 1.3410 | 0.475 | +| 0.6835 | 607.0 | 12140 | 1.3149 | 0.5188 | +| 0.6835 | 608.0 | 12160 | 1.3382 | 0.4938 | +| 0.6835 | 609.0 | 12180 | 1.3494 | 0.5125 | +| 0.6835 | 610.0 | 12200 | 1.2871 | 0.5062 | +| 0.6835 | 611.0 | 12220 | 1.3171 | 0.5 | +| 0.6835 | 612.0 | 12240 | 1.2573 | 0.5125 | +| 0.6835 | 613.0 | 12260 | 1.2936 | 0.5188 | +| 0.6835 | 614.0 | 12280 | 1.3191 | 0.475 | +| 0.6835 | 615.0 | 12300 | 1.3019 | 0.525 | +| 0.6835 | 616.0 | 12320 | 1.2226 | 0.5687 | +| 0.6835 | 617.0 | 12340 | 1.3227 | 0.5188 | +| 0.6835 | 618.0 | 12360 | 1.2899 | 0.5188 | +| 0.6835 | 619.0 | 12380 | 1.2729 | 0.525 | +| 0.6835 | 620.0 | 12400 | 1.2784 | 0.55 | +| 0.6835 | 621.0 | 12420 | 1.3419 | 0.4875 | +| 0.6835 | 622.0 | 12440 | 1.3038 | 0.475 | +| 0.6835 | 623.0 | 12460 | 1.2843 | 0.5188 | +| 0.6835 | 624.0 | 12480 | 1.3475 | 0.4562 | +| 0.6589 | 625.0 | 12500 | 1.3167 | 0.5 | +| 0.6589 | 626.0 | 12520 | 1.3463 | 0.4625 | +| 0.6589 | 627.0 | 12540 | 1.2807 | 0.55 | +| 0.6589 | 628.0 | 12560 | 1.3267 | 0.45 | +| 0.6589 | 629.0 | 12580 | 1.3196 | 0.525 | +| 0.6589 | 630.0 | 12600 | 1.2697 | 0.5062 | +| 0.6589 | 631.0 | 12620 | 1.3384 | 0.4875 | +| 0.6589 | 632.0 | 12640 | 1.3414 | 0.4813 | +| 0.6589 | 633.0 | 12660 | 1.3142 | 0.5312 | +| 0.6589 | 634.0 | 12680 | 1.3511 | 0.4562 | +| 0.6589 | 635.0 | 12700 | 1.3485 | 0.4625 | +| 0.6589 | 636.0 | 12720 | 1.3063 | 0.5 | +| 0.6589 | 637.0 | 12740 | 1.3262 | 0.475 | +| 0.6589 | 638.0 | 12760 | 1.3484 | 0.4938 | +| 0.6589 | 639.0 | 12780 | 1.3035 | 0.4875 | +| 0.6589 | 640.0 | 12800 | 1.3407 | 0.4813 | +| 0.6589 | 641.0 | 12820 | 1.3223 | 0.4938 | +| 0.6589 | 642.0 | 12840 | 1.3175 | 0.525 | +| 0.6589 | 643.0 | 12860 | 1.3643 | 0.4625 | +| 0.6589 | 644.0 | 12880 | 1.3467 | 0.4875 | +| 0.6589 | 645.0 | 12900 | 1.2972 | 0.5 | +| 0.6589 | 646.0 | 12920 | 1.3128 | 0.4938 | +| 0.6589 | 647.0 | 12940 | 1.2584 | 0.55 | +| 0.6589 | 648.0 | 12960 | 1.3532 | 0.5188 | +| 0.6589 | 649.0 | 12980 | 1.3304 | 0.5 | +| 0.6247 | 650.0 | 13000 | 1.2754 | 0.5188 | +| 0.6247 | 651.0 | 13020 | 1.3032 | 0.5437 | +| 0.6247 | 652.0 | 13040 | 1.3035 | 0.5312 | +| 0.6247 | 653.0 | 13060 | 1.2854 | 0.525 | +| 0.6247 | 654.0 | 13080 | 1.3248 | 0.4875 | +| 0.6247 | 655.0 | 13100 | 1.2884 | 0.4813 | +| 0.6247 | 656.0 | 13120 | 1.3079 | 0.4938 | +| 0.6247 | 657.0 | 13140 | 1.2974 | 0.5125 | +| 0.6247 | 658.0 | 13160 | 1.2979 | 0.5125 | +| 0.6247 | 659.0 | 13180 | 1.3101 | 0.5062 | +| 0.6247 | 660.0 | 13200 | 1.3081 | 0.5 | +| 0.6247 | 661.0 | 13220 | 1.3606 | 0.4875 | +| 0.6247 | 662.0 | 13240 | 1.2752 | 0.5563 | +| 0.6247 | 663.0 | 13260 | 1.2443 | 0.5625 | +| 0.6247 | 664.0 | 13280 | 1.3346 | 0.4875 | +| 0.6247 | 665.0 | 13300 | 1.2043 | 0.5625 | +| 0.6247 | 666.0 | 13320 | 1.2867 | 0.4875 | +| 0.6247 | 667.0 | 13340 | 1.3082 | 0.5 | +| 0.6247 | 668.0 | 13360 | 1.3648 | 0.5188 | +| 0.6247 | 669.0 | 13380 | 1.2744 | 0.5125 | +| 0.6247 | 670.0 | 13400 | 1.2452 | 0.5125 | +| 0.6247 | 671.0 | 13420 | 1.2823 | 0.5 | +| 0.6247 | 672.0 | 13440 | 1.3093 | 0.5125 | +| 0.6247 | 673.0 | 13460 | 1.3754 | 0.4938 | +| 0.6247 | 674.0 | 13480 | 1.3413 | 0.4688 | +| 0.5993 | 675.0 | 13500 | 1.3341 | 0.4625 | +| 0.5993 | 676.0 | 13520 | 1.2906 | 0.525 | +| 0.5993 | 677.0 | 13540 | 1.3119 | 0.5062 | +| 0.5993 | 678.0 | 13560 | 1.3415 | 0.4813 | +| 0.5993 | 679.0 | 13580 | 1.3082 | 0.5 | +| 0.5993 | 680.0 | 13600 | 1.2932 | 0.5312 | +| 0.5993 | 681.0 | 13620 | 1.2672 | 0.5188 | +| 0.5993 | 682.0 | 13640 | 1.2797 | 0.5125 | +| 0.5993 | 683.0 | 13660 | 1.2356 | 0.5312 | +| 0.5993 | 684.0 | 13680 | 1.3172 | 0.5 | +| 0.5993 | 685.0 | 13700 | 1.2969 | 0.5437 | +| 0.5993 | 686.0 | 13720 | 1.3316 | 0.475 | +| 0.5993 | 687.0 | 13740 | 1.3530 | 0.4625 | +| 0.5993 | 688.0 | 13760 | 1.2476 | 0.5437 | +| 0.5993 | 689.0 | 13780 | 1.3471 | 0.5062 | +| 0.5993 | 690.0 | 13800 | 1.3207 | 0.525 | +| 0.5993 | 691.0 | 13820 | 1.2905 | 0.5 | +| 0.5993 | 692.0 | 13840 | 1.2277 | 0.5375 | +| 0.5993 | 693.0 | 13860 | 1.2620 | 0.5312 | +| 0.5993 | 694.0 | 13880 | 1.2902 | 0.525 | +| 0.5993 | 695.0 | 13900 | 1.2927 | 0.5062 | +| 0.5993 | 696.0 | 13920 | 1.3005 | 0.5125 | +| 0.5993 | 697.0 | 13940 | 1.2722 | 0.5125 | +| 0.5993 | 698.0 | 13960 | 1.4361 | 0.4375 | +| 0.5993 | 699.0 | 13980 | 1.3325 | 0.4875 | +| 0.576 | 700.0 | 14000 | 1.3448 | 0.4688 | +| 0.576 | 701.0 | 14020 | 1.3347 | 0.5062 | +| 0.576 | 702.0 | 14040 | 1.3598 | 0.5 | +| 0.576 | 703.0 | 14060 | 1.3541 | 0.4813 | +| 0.576 | 704.0 | 14080 | 1.2408 | 0.5062 | +| 0.576 | 705.0 | 14100 | 1.3499 | 0.475 | +| 0.576 | 706.0 | 14120 | 1.3265 | 0.45 | +| 0.576 | 707.0 | 14140 | 1.2756 | 0.5062 | +| 0.576 | 708.0 | 14160 | 1.3324 | 0.4813 | +| 0.576 | 709.0 | 14180 | 1.3072 | 0.4875 | +| 0.576 | 710.0 | 14200 | 1.2447 | 0.5188 | +| 0.576 | 711.0 | 14220 | 1.3463 | 0.5062 | +| 0.576 | 712.0 | 14240 | 1.3573 | 0.475 | +| 0.576 | 713.0 | 14260 | 1.3616 | 0.4688 | +| 0.576 | 714.0 | 14280 | 1.2648 | 0.5437 | +| 0.576 | 715.0 | 14300 | 1.3533 | 0.5 | +| 0.576 | 716.0 | 14320 | 1.3224 | 0.4875 | +| 0.576 | 717.0 | 14340 | 1.2633 | 0.5062 | +| 0.576 | 718.0 | 14360 | 1.3340 | 0.4938 | +| 0.576 | 719.0 | 14380 | 1.3129 | 0.5312 | +| 0.576 | 720.0 | 14400 | 1.3004 | 0.5125 | +| 0.576 | 721.0 | 14420 | 1.3615 | 0.475 | +| 0.576 | 722.0 | 14440 | 1.3512 | 0.5062 | +| 0.576 | 723.0 | 14460 | 1.2956 | 0.525 | +| 0.576 | 724.0 | 14480 | 1.3522 | 0.5 | +| 0.5537 | 725.0 | 14500 | 1.3350 | 0.5062 | +| 0.5537 | 726.0 | 14520 | 1.3446 | 0.4938 | +| 0.5537 | 727.0 | 14540 | 1.3539 | 0.5062 | +| 0.5537 | 728.0 | 14560 | 1.3256 | 0.525 | +| 0.5537 | 729.0 | 14580 | 1.3233 | 0.475 | +| 0.5537 | 730.0 | 14600 | 1.3513 | 0.5 | +| 0.5537 | 731.0 | 14620 | 1.3180 | 0.5125 | +| 0.5537 | 732.0 | 14640 | 1.3848 | 0.4813 | +| 0.5537 | 733.0 | 14660 | 1.3244 | 0.4875 | +| 0.5537 | 734.0 | 14680 | 1.2924 | 0.5188 | +| 0.5537 | 735.0 | 14700 | 1.2813 | 0.4875 | +| 0.5537 | 736.0 | 14720 | 1.3493 | 0.5 | +| 0.5537 | 737.0 | 14740 | 1.2850 | 0.5312 | +| 0.5537 | 738.0 | 14760 | 1.3904 | 0.5125 | +| 0.5537 | 739.0 | 14780 | 1.2986 | 0.5188 | +| 0.5537 | 740.0 | 14800 | 1.3292 | 0.5062 | +| 0.5537 | 741.0 | 14820 | 1.3138 | 0.5125 | +| 0.5537 | 742.0 | 14840 | 1.3240 | 0.475 | +| 0.5537 | 743.0 | 14860 | 1.3288 | 0.4688 | +| 0.5537 | 744.0 | 14880 | 1.3290 | 0.5188 | +| 0.5537 | 745.0 | 14900 | 1.3662 | 0.5125 | +| 0.5537 | 746.0 | 14920 | 1.3504 | 0.4938 | +| 0.5537 | 747.0 | 14940 | 1.2914 | 0.5312 | +| 0.5537 | 748.0 | 14960 | 1.3464 | 0.475 | +| 0.5537 | 749.0 | 14980 | 1.3561 | 0.4813 | +| 0.5294 | 750.0 | 15000 | 1.3434 | 0.5125 | +| 0.5294 | 751.0 | 15020 | 1.4302 | 0.4562 | +| 0.5294 | 752.0 | 15040 | 1.3248 | 0.5125 | +| 0.5294 | 753.0 | 15060 | 1.3248 | 0.5125 | +| 0.5294 | 754.0 | 15080 | 1.3308 | 0.5375 | +| 0.5294 | 755.0 | 15100 | 1.3946 | 0.5 | +| 0.5294 | 756.0 | 15120 | 1.4397 | 0.4375 | +| 0.5294 | 757.0 | 15140 | 1.3823 | 0.4813 | +| 0.5294 | 758.0 | 15160 | 1.3018 | 0.5188 | +| 0.5294 | 759.0 | 15180 | 1.3330 | 0.5375 | +| 0.5294 | 760.0 | 15200 | 1.3385 | 0.4938 | +| 0.5294 | 761.0 | 15220 | 1.3248 | 0.4938 | +| 0.5294 | 762.0 | 15240 | 1.2794 | 0.525 | +| 0.5294 | 763.0 | 15260 | 1.2904 | 0.5125 | +| 0.5294 | 764.0 | 15280 | 1.3265 | 0.5188 | +| 0.5294 | 765.0 | 15300 | 1.3163 | 0.5188 | +| 0.5294 | 766.0 | 15320 | 1.3473 | 0.5 | +| 0.5294 | 767.0 | 15340 | 1.3061 | 0.5 | +| 0.5294 | 768.0 | 15360 | 1.3968 | 0.4813 | +| 0.5294 | 769.0 | 15380 | 1.3855 | 0.475 | +| 0.5294 | 770.0 | 15400 | 1.3763 | 0.4875 | +| 0.5294 | 771.0 | 15420 | 1.3754 | 0.4437 | +| 0.5294 | 772.0 | 15440 | 1.3707 | 0.4688 | +| 0.5294 | 773.0 | 15460 | 1.4068 | 0.4813 | +| 0.5294 | 774.0 | 15480 | 1.3008 | 0.5062 | +| 0.5186 | 775.0 | 15500 | 1.3429 | 0.4875 | +| 0.5186 | 776.0 | 15520 | 1.2058 | 0.5563 | +| 0.5186 | 777.0 | 15540 | 1.3625 | 0.4875 | +| 0.5186 | 778.0 | 15560 | 1.3213 | 0.4688 | +| 0.5186 | 779.0 | 15580 | 1.3350 | 0.5062 | +| 0.5186 | 780.0 | 15600 | 1.2739 | 0.5312 | +| 0.5186 | 781.0 | 15620 | 1.2801 | 0.5125 | +| 0.5186 | 782.0 | 15640 | 1.3048 | 0.4875 | +| 0.5186 | 783.0 | 15660 | 1.2901 | 0.5312 | +| 0.5186 | 784.0 | 15680 | 1.3093 | 0.5062 | +| 0.5186 | 785.0 | 15700 | 1.2931 | 0.5062 | +| 0.5186 | 786.0 | 15720 | 1.3164 | 0.4813 | +| 0.5186 | 787.0 | 15740 | 1.3310 | 0.5188 | +| 0.5186 | 788.0 | 15760 | 1.3160 | 0.4938 | +| 0.5186 | 789.0 | 15780 | 1.3739 | 0.475 | +| 0.5186 | 790.0 | 15800 | 1.3391 | 0.5 | +| 0.5186 | 791.0 | 15820 | 1.3376 | 0.4938 | +| 0.5186 | 792.0 | 15840 | 1.4375 | 0.4313 | +| 0.5186 | 793.0 | 15860 | 1.3268 | 0.5188 | +| 0.5186 | 794.0 | 15880 | 1.3147 | 0.5125 | +| 0.5186 | 795.0 | 15900 | 1.3460 | 0.5 | +| 0.5186 | 796.0 | 15920 | 1.2923 | 0.5062 | +| 0.5186 | 797.0 | 15940 | 1.2991 | 0.5125 | +| 0.5186 | 798.0 | 15960 | 1.3307 | 0.525 | +| 0.5186 | 799.0 | 15980 | 1.3394 | 0.5062 | +| 0.4947 | 800.0 | 16000 | 1.2811 | 0.5062 | +| 0.4947 | 801.0 | 16020 | 1.3949 | 0.4625 | +| 0.4947 | 802.0 | 16040 | 1.4106 | 0.4375 | +| 0.4947 | 803.0 | 16060 | 1.3262 | 0.4938 | +| 0.4947 | 804.0 | 16080 | 1.3248 | 0.5062 | +| 0.4947 | 805.0 | 16100 | 1.2709 | 0.5312 | +| 0.4947 | 806.0 | 16120 | 1.2974 | 0.5375 | +| 0.4947 | 807.0 | 16140 | 1.3104 | 0.5375 | +| 0.4947 | 808.0 | 16160 | 1.2601 | 0.5437 | +| 0.4947 | 809.0 | 16180 | 1.2655 | 0.4813 | +| 0.4947 | 810.0 | 16200 | 1.2922 | 0.5062 | +| 0.4947 | 811.0 | 16220 | 1.3207 | 0.5 | +| 0.4947 | 812.0 | 16240 | 1.2712 | 0.4875 | +| 0.4947 | 813.0 | 16260 | 1.3517 | 0.4813 | +| 0.4947 | 814.0 | 16280 | 1.3267 | 0.5 | +| 0.4947 | 815.0 | 16300 | 1.3889 | 0.4938 | +| 0.4947 | 816.0 | 16320 | 1.3924 | 0.5 | +| 0.4947 | 817.0 | 16340 | 1.3344 | 0.5125 | +| 0.4947 | 818.0 | 16360 | 1.3738 | 0.475 | +| 0.4947 | 819.0 | 16380 | 1.2914 | 0.55 | +| 0.4947 | 820.0 | 16400 | 1.3369 | 0.5312 | +| 0.4947 | 821.0 | 16420 | 1.3409 | 0.5375 | +| 0.4947 | 822.0 | 16440 | 1.3930 | 0.4688 | +| 0.4947 | 823.0 | 16460 | 1.3333 | 0.4813 | +| 0.4947 | 824.0 | 16480 | 1.3445 | 0.5062 | +| 0.4718 | 825.0 | 16500 | 1.3190 | 0.5312 | +| 0.4718 | 826.0 | 16520 | 1.3186 | 0.5375 | +| 0.4718 | 827.0 | 16540 | 1.3610 | 0.4625 | +| 0.4718 | 828.0 | 16560 | 1.3106 | 0.4938 | +| 0.4718 | 829.0 | 16580 | 1.4310 | 0.4437 | +| 0.4718 | 830.0 | 16600 | 1.3082 | 0.5188 | +| 0.4718 | 831.0 | 16620 | 1.3841 | 0.4875 | +| 0.4718 | 832.0 | 16640 | 1.4182 | 0.4813 | +| 0.4718 | 833.0 | 16660 | 1.3371 | 0.5125 | +| 0.4718 | 834.0 | 16680 | 1.3046 | 0.5062 | +| 0.4718 | 835.0 | 16700 | 1.3099 | 0.5125 | +| 0.4718 | 836.0 | 16720 | 1.3696 | 0.5062 | +| 0.4718 | 837.0 | 16740 | 1.3304 | 0.4875 | +| 0.4718 | 838.0 | 16760 | 1.2898 | 0.55 | +| 0.4718 | 839.0 | 16780 | 1.3310 | 0.4938 | +| 0.4718 | 840.0 | 16800 | 1.3072 | 0.5 | +| 0.4718 | 841.0 | 16820 | 1.2851 | 0.5375 | +| 0.4718 | 842.0 | 16840 | 1.3404 | 0.475 | +| 0.4718 | 843.0 | 16860 | 1.3778 | 0.5 | +| 0.4718 | 844.0 | 16880 | 1.3602 | 0.4813 | +| 0.4718 | 845.0 | 16900 | 1.3457 | 0.55 | +| 0.4718 | 846.0 | 16920 | 1.4227 | 0.4625 | +| 0.4718 | 847.0 | 16940 | 1.3969 | 0.475 | +| 0.4718 | 848.0 | 16960 | 1.3719 | 0.4813 | +| 0.4718 | 849.0 | 16980 | 1.3967 | 0.4938 | +| 0.4617 | 850.0 | 17000 | 1.3255 | 0.4938 | +| 0.4617 | 851.0 | 17020 | 1.3764 | 0.5312 | +| 0.4617 | 852.0 | 17040 | 1.3187 | 0.5062 | +| 0.4617 | 853.0 | 17060 | 1.3389 | 0.5125 | +| 0.4617 | 854.0 | 17080 | 1.2804 | 0.5375 | +| 0.4617 | 855.0 | 17100 | 1.3542 | 0.4875 | +| 0.4617 | 856.0 | 17120 | 1.3040 | 0.4875 | +| 0.4617 | 857.0 | 17140 | 1.3651 | 0.475 | +| 0.4617 | 858.0 | 17160 | 1.3485 | 0.475 | +| 0.4617 | 859.0 | 17180 | 1.3163 | 0.5188 | +| 0.4617 | 860.0 | 17200 | 1.3014 | 0.5437 | +| 0.4617 | 861.0 | 17220 | 1.2816 | 0.5437 | +| 0.4617 | 862.0 | 17240 | 1.2966 | 0.5188 | 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0.5625 | +| 0.4291 | 907.0 | 18140 | 1.3148 | 0.4938 | +| 0.4291 | 908.0 | 18160 | 1.3354 | 0.5 | +| 0.4291 | 909.0 | 18180 | 1.2772 | 0.5625 | +| 0.4291 | 910.0 | 18200 | 1.3245 | 0.5 | +| 0.4291 | 911.0 | 18220 | 1.3660 | 0.525 | +| 0.4291 | 912.0 | 18240 | 1.3492 | 0.4875 | +| 0.4291 | 913.0 | 18260 | 1.3098 | 0.5062 | +| 0.4291 | 914.0 | 18280 | 1.3008 | 0.5125 | +| 0.4291 | 915.0 | 18300 | 1.2793 | 0.5437 | +| 0.4291 | 916.0 | 18320 | 1.3881 | 0.5062 | +| 0.4291 | 917.0 | 18340 | 1.3288 | 0.5062 | +| 0.4291 | 918.0 | 18360 | 1.3486 | 0.5062 | +| 0.4291 | 919.0 | 18380 | 1.4146 | 0.4938 | +| 0.4291 | 920.0 | 18400 | 1.3902 | 0.5062 | +| 0.4291 | 921.0 | 18420 | 1.4141 | 0.475 | +| 0.4291 | 922.0 | 18440 | 1.3744 | 0.4875 | +| 0.4291 | 923.0 | 18460 | 1.3035 | 0.5 | +| 0.4291 | 924.0 | 18480 | 1.3196 | 0.525 | +| 0.4131 | 925.0 | 18500 | 1.3486 | 0.5062 | +| 0.4131 | 926.0 | 18520 | 1.3279 | 0.5062 | +| 0.4131 | 927.0 | 18540 | 1.3890 | 0.4875 | +| 0.4131 | 928.0 | 18560 | 1.3690 | 0.475 | +| 0.4131 | 929.0 | 18580 | 1.3106 | 0.5437 | +| 0.4131 | 930.0 | 18600 | 1.4345 | 0.4625 | +| 0.4131 | 931.0 | 18620 | 1.3596 | 0.5312 | +| 0.4131 | 932.0 | 18640 | 1.3857 | 0.5062 | +| 0.4131 | 933.0 | 18660 | 1.3585 | 0.4875 | +| 0.4131 | 934.0 | 18680 | 1.3781 | 0.5125 | +| 0.4131 | 935.0 | 18700 | 1.3371 | 0.5375 | +| 0.4131 | 936.0 | 18720 | 1.2836 | 0.5625 | +| 0.4131 | 937.0 | 18740 | 1.3816 | 0.5062 | +| 0.4131 | 938.0 | 18760 | 1.3404 | 0.5062 | +| 0.4131 | 939.0 | 18780 | 1.3798 | 0.525 | +| 0.4131 | 940.0 | 18800 | 1.2975 | 0.5563 | +| 0.4131 | 941.0 | 18820 | 1.4068 | 0.5125 | +| 0.4131 | 942.0 | 18840 | 1.2454 | 0.5563 | +| 0.4131 | 943.0 | 18860 | 1.3920 | 0.4688 | +| 0.4131 | 944.0 | 18880 | 1.4043 | 0.4562 | +| 0.4131 | 945.0 | 18900 | 1.4798 | 0.4875 | +| 0.4131 | 946.0 | 18920 | 1.3545 | 0.5125 | +| 0.4131 | 947.0 | 18940 | 1.4454 | 0.4688 | +| 0.4131 | 948.0 | 18960 | 1.3438 | 0.5125 | +| 0.4131 | 949.0 | 18980 | 1.3395 | 0.5188 | +| 0.4118 | 950.0 | 19000 | 1.3962 | 0.4938 | +| 0.4118 | 951.0 | 19020 | 1.4163 | 0.4813 | +| 0.4118 | 952.0 | 19040 | 1.3619 | 0.4625 | +| 0.4118 | 953.0 | 19060 | 1.3562 | 0.4938 | +| 0.4118 | 954.0 | 19080 | 1.4076 | 0.4688 | +| 0.4118 | 955.0 | 19100 | 1.3647 | 0.5125 | +| 0.4118 | 956.0 | 19120 | 1.2197 | 0.6062 | +| 0.4118 | 957.0 | 19140 | 1.3545 | 0.525 | +| 0.4118 | 958.0 | 19160 | 1.3208 | 0.5375 | +| 0.4118 | 959.0 | 19180 | 1.3613 | 0.4938 | +| 0.4118 | 960.0 | 19200 | 1.4186 | 0.4625 | +| 0.4118 | 961.0 | 19220 | 1.3911 | 0.475 | +| 0.4118 | 962.0 | 19240 | 1.3046 | 0.5188 | +| 0.4118 | 963.0 | 19260 | 1.4946 | 0.4625 | +| 0.4118 | 964.0 | 19280 | 1.3376 | 0.525 | +| 0.4118 | 965.0 | 19300 | 1.2985 | 0.575 | +| 0.4118 | 966.0 | 19320 | 1.4687 | 0.4688 | +| 0.4118 | 967.0 | 19340 | 1.3920 | 0.5062 | +| 0.4118 | 968.0 | 19360 | 1.3530 | 0.5188 | +| 0.4118 | 969.0 | 19380 | 1.3651 | 0.5 | +| 0.4118 | 970.0 | 19400 | 1.3075 | 0.5312 | +| 0.4118 | 971.0 | 19420 | 1.3934 | 0.4875 | +| 0.4118 | 972.0 | 19440 | 1.4059 | 0.5 | +| 0.4118 | 973.0 | 19460 | 1.3216 | 0.475 | +| 0.4118 | 974.0 | 19480 | 1.4060 | 0.4875 | +| 0.389 | 975.0 | 19500 | 1.3715 | 0.5 | +| 0.389 | 976.0 | 19520 | 1.3340 | 0.5437 | +| 0.389 | 977.0 | 19540 | 1.3194 | 0.5188 | +| 0.389 | 978.0 | 19560 | 1.3989 | 0.4875 | +| 0.389 | 979.0 | 19580 | 1.3117 | 0.5312 | +| 0.389 | 980.0 | 19600 | 1.3618 | 0.5062 | +| 0.389 | 981.0 | 19620 | 1.4768 | 0.4688 | +| 0.389 | 982.0 | 19640 | 1.4180 | 0.4938 | +| 0.389 | 983.0 | 19660 | 1.4036 | 0.5062 | +| 0.389 | 984.0 | 19680 | 1.3403 | 0.5437 | +| 0.389 | 985.0 | 19700 | 1.4022 | 0.4813 | +| 0.389 | 986.0 | 19720 | 1.3421 | 0.4938 | +| 0.389 | 987.0 | 19740 | 1.3988 | 0.4938 | +| 0.389 | 988.0 | 19760 | 1.4211 | 0.45 | +| 0.389 | 989.0 | 19780 | 1.3171 | 0.5375 | +| 0.389 | 990.0 | 19800 | 1.3211 | 0.5125 | +| 0.389 | 991.0 | 19820 | 1.3275 | 0.5 | +| 0.389 | 992.0 | 19840 | 1.4225 | 0.4625 | +| 0.389 | 993.0 | 19860 | 1.3823 | 0.4875 | +| 0.389 | 994.0 | 19880 | 1.4464 | 0.4875 | +| 0.389 | 995.0 | 19900 | 1.3581 | 0.4938 | +| 0.389 | 996.0 | 19920 | 1.4792 | 0.4313 | +| 0.389 | 997.0 | 19940 | 1.4221 | 0.4688 | +| 0.389 | 998.0 | 19960 | 1.3317 | 0.5437 | +| 0.389 | 999.0 | 19980 | 1.3628 | 0.5 | +| 0.3773 | 1000.0 | 20000 | 1.4181 | 0.4938 | +| 0.3773 | 1001.0 | 20020 | 1.3882 | 0.5312 | +| 0.3773 | 1002.0 | 20040 | 1.4141 | 0.4562 | +| 0.3773 | 1003.0 | 20060 | 1.4038 | 0.4813 | +| 0.3773 | 1004.0 | 20080 | 1.3212 | 0.5687 | +| 0.3773 | 1005.0 | 20100 | 1.4048 | 0.5062 | +| 0.3773 | 1006.0 | 20120 | 1.4591 | 0.5062 | +| 0.3773 | 1007.0 | 20140 | 1.3579 | 0.5125 | +| 0.3773 | 1008.0 | 20160 | 1.3681 | 0.5 | +| 0.3773 | 1009.0 | 20180 | 1.3616 | 0.5437 | +| 0.3773 | 1010.0 | 20200 | 1.3624 | 0.4875 | +| 0.3773 | 1011.0 | 20220 | 1.3662 | 0.5062 | +| 0.3773 | 1012.0 | 20240 | 1.4818 | 0.475 | +| 0.3773 | 1013.0 | 20260 | 1.3481 | 0.5125 | +| 0.3773 | 1014.0 | 20280 | 1.3014 | 0.5437 | +| 0.3773 | 1015.0 | 20300 | 1.3190 | 0.525 | +| 0.3773 | 1016.0 | 20320 | 1.3832 | 0.4938 | +| 0.3773 | 1017.0 | 20340 | 1.4199 | 0.475 | +| 0.3773 | 1018.0 | 20360 | 1.3887 | 0.5 | +| 0.3773 | 1019.0 | 20380 | 1.3932 | 0.4875 | +| 0.3773 | 1020.0 | 20400 | 1.3924 | 0.5188 | +| 0.3773 | 1021.0 | 20420 | 1.3478 | 0.5312 | +| 0.3773 | 1022.0 | 20440 | 1.3848 | 0.5125 | +| 0.3773 | 1023.0 | 20460 | 1.3991 | 0.5375 | +| 0.3773 | 1024.0 | 20480 | 1.2987 | 0.5312 | +| 0.3712 | 1025.0 | 20500 | 1.3086 | 0.5312 | +| 0.3712 | 1026.0 | 20520 | 1.4272 | 0.5 | +| 0.3712 | 1027.0 | 20540 | 1.3730 | 0.475 | +| 0.3712 | 1028.0 | 20560 | 1.3770 | 0.5062 | +| 0.3712 | 1029.0 | 20580 | 1.4654 | 0.475 | +| 0.3712 | 1030.0 | 20600 | 1.4238 | 0.5062 | +| 0.3712 | 1031.0 | 20620 | 1.4792 | 0.4625 | +| 0.3712 | 1032.0 | 20640 | 1.3344 | 0.5188 | +| 0.3712 | 1033.0 | 20660 | 1.3322 | 0.5563 | +| 0.3712 | 1034.0 | 20680 | 1.3447 | 0.5375 | +| 0.3712 | 1035.0 | 20700 | 1.4399 | 0.4625 | +| 0.3712 | 1036.0 | 20720 | 1.4378 | 0.4562 | +| 0.3712 | 1037.0 | 20740 | 1.4472 | 0.5188 | +| 0.3712 | 1038.0 | 20760 | 1.2787 | 0.5625 | +| 0.3712 | 1039.0 | 20780 | 1.3667 | 0.4938 | +| 0.3712 | 1040.0 | 20800 | 1.3867 | 0.4625 | +| 0.3712 | 1041.0 | 20820 | 1.3250 | 0.5 | +| 0.3712 | 1042.0 | 20840 | 1.4041 | 0.4813 | +| 0.3712 | 1043.0 | 20860 | 1.3276 | 0.5437 | +| 0.3712 | 1044.0 | 20880 | 1.2899 | 0.5188 | +| 0.3712 | 1045.0 | 20900 | 1.4114 | 0.4625 | +| 0.3712 | 1046.0 | 20920 | 1.3681 | 0.5062 | +| 0.3712 | 1047.0 | 20940 | 1.3738 | 0.5563 | +| 0.3712 | 1048.0 | 20960 | 1.3565 | 0.5375 | +| 0.3712 | 1049.0 | 20980 | 1.4105 | 0.4625 | +| 0.3584 | 1050.0 | 21000 | 1.3205 | 0.55 | +| 0.3584 | 1051.0 | 21020 | 1.5080 | 0.4375 | +| 0.3584 | 1052.0 | 21040 | 1.3514 | 0.4813 | +| 0.3584 | 1053.0 | 21060 | 1.3686 | 0.475 | +| 0.3584 | 1054.0 | 21080 | 1.3817 | 0.4938 | +| 0.3584 | 1055.0 | 21100 | 1.3857 | 0.5125 | +| 0.3584 | 1056.0 | 21120 | 1.3084 | 0.5188 | +| 0.3584 | 1057.0 | 21140 | 1.3190 | 0.5563 | +| 0.3584 | 1058.0 | 21160 | 1.4350 | 0.4813 | +| 0.3584 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1.4383 | 0.4875 | +| 0.3505 | 1081.0 | 21620 | 1.4173 | 0.4938 | +| 0.3505 | 1082.0 | 21640 | 1.4372 | 0.4813 | +| 0.3505 | 1083.0 | 21660 | 1.3728 | 0.475 | +| 0.3505 | 1084.0 | 21680 | 1.3340 | 0.5375 | +| 0.3505 | 1085.0 | 21700 | 1.4723 | 0.4562 | +| 0.3505 | 1086.0 | 21720 | 1.4362 | 0.4625 | +| 0.3505 | 1087.0 | 21740 | 1.4267 | 0.4375 | +| 0.3505 | 1088.0 | 21760 | 1.4604 | 0.4875 | +| 0.3505 | 1089.0 | 21780 | 1.2826 | 0.55 | +| 0.3505 | 1090.0 | 21800 | 1.4127 | 0.4938 | +| 0.3505 | 1091.0 | 21820 | 1.3664 | 0.525 | +| 0.3505 | 1092.0 | 21840 | 1.3221 | 0.4875 | +| 0.3505 | 1093.0 | 21860 | 1.4135 | 0.4813 | +| 0.3505 | 1094.0 | 21880 | 1.3625 | 0.4875 | +| 0.3505 | 1095.0 | 21900 | 1.3873 | 0.5062 | +| 0.3505 | 1096.0 | 21920 | 1.4004 | 0.5 | +| 0.3505 | 1097.0 | 21940 | 1.4268 | 0.475 | +| 0.3505 | 1098.0 | 21960 | 1.4805 | 0.4813 | +| 0.3505 | 1099.0 | 21980 | 1.4542 | 0.45 | +| 0.3476 | 1100.0 | 22000 | 1.4252 | 0.4688 | +| 0.3476 | 1101.0 | 22020 | 1.3678 | 0.525 | +| 0.3476 | 1102.0 | 22040 | 1.3359 | 0.525 | +| 0.3476 | 1103.0 | 22060 | 1.3804 | 0.5563 | +| 0.3476 | 1104.0 | 22080 | 1.3264 | 0.4938 | +| 0.3476 | 1105.0 | 22100 | 1.4641 | 0.4938 | +| 0.3476 | 1106.0 | 22120 | 1.3290 | 0.5312 | +| 0.3476 | 1107.0 | 22140 | 1.3950 | 0.5312 | +| 0.3476 | 1108.0 | 22160 | 1.4626 | 0.4813 | +| 0.3476 | 1109.0 | 22180 | 1.4356 | 0.5 | +| 0.3476 | 1110.0 | 22200 | 1.4076 | 0.525 | +| 0.3476 | 1111.0 | 22220 | 1.3678 | 0.5 | +| 0.3476 | 1112.0 | 22240 | 1.4537 | 0.475 | +| 0.3476 | 1113.0 | 22260 | 1.3678 | 0.4688 | +| 0.3476 | 1114.0 | 22280 | 1.4392 | 0.5 | +| 0.3476 | 1115.0 | 22300 | 1.4576 | 0.4813 | +| 0.3476 | 1116.0 | 22320 | 1.4588 | 0.4875 | +| 0.3476 | 1117.0 | 22340 | 1.3955 | 0.4938 | +| 0.3476 | 1118.0 | 22360 | 1.3751 | 0.5312 | +| 0.3476 | 1119.0 | 22380 | 1.4029 | 0.4875 | +| 0.3476 | 1120.0 | 22400 | 1.4018 | 0.4875 | +| 0.3476 | 1121.0 | 22420 | 1.4481 | 0.4625 | +| 0.3476 | 1122.0 | 22440 | 1.3728 | 0.475 | +| 0.3476 | 1123.0 | 22460 | 1.3973 | 0.5062 | +| 0.3476 | 1124.0 | 22480 | 1.4391 | 0.475 | +| 0.3385 | 1125.0 | 22500 | 1.4272 | 0.5125 | +| 0.3385 | 1126.0 | 22520 | 1.4857 | 0.45 | +| 0.3385 | 1127.0 | 22540 | 1.5194 | 0.475 | +| 0.3385 | 1128.0 | 22560 | 1.4461 | 0.4938 | +| 0.3385 | 1129.0 | 22580 | 1.4275 | 0.5 | +| 0.3385 | 1130.0 | 22600 | 1.3560 | 0.525 | +| 0.3385 | 1131.0 | 22620 | 1.4456 | 0.4875 | +| 0.3385 | 1132.0 | 22640 | 1.4478 | 0.4813 | +| 0.3385 | 1133.0 | 22660 | 1.4202 | 0.5125 | +| 0.3385 | 1134.0 | 22680 | 1.4198 | 0.4938 | +| 0.3385 | 1135.0 | 22700 | 1.3903 | 0.5188 | +| 0.3385 | 1136.0 | 22720 | 1.3970 | 0.4875 | +| 0.3385 | 1137.0 | 22740 | 1.4442 | 0.5062 | +| 0.3385 | 1138.0 | 22760 | 1.4369 | 0.5125 | +| 0.3385 | 1139.0 | 22780 | 1.4121 | 0.4813 | +| 0.3385 | 1140.0 | 22800 | 1.4603 | 0.475 | +| 0.3385 | 1141.0 | 22820 | 1.4605 | 0.5188 | +| 0.3385 | 1142.0 | 22840 | 1.4802 | 0.4813 | +| 0.3385 | 1143.0 | 22860 | 1.4595 | 0.4688 | +| 0.3385 | 1144.0 | 22880 | 1.3355 | 0.5437 | +| 0.3385 | 1145.0 | 22900 | 1.4476 | 0.5 | +| 0.3385 | 1146.0 | 22920 | 1.3267 | 0.525 | +| 0.3385 | 1147.0 | 22940 | 1.4033 | 0.5312 | +| 0.3385 | 1148.0 | 22960 | 1.3335 | 0.4938 | +| 0.3385 | 1149.0 | 22980 | 1.4066 | 0.5125 | +| 0.3268 | 1150.0 | 23000 | 1.3459 | 0.525 | +| 0.3268 | 1151.0 | 23020 | 1.4167 | 0.5125 | +| 0.3268 | 1152.0 | 23040 | 1.3946 | 0.5 | +| 0.3268 | 1153.0 | 23060 | 1.3246 | 0.5188 | +| 0.3268 | 1154.0 | 23080 | 1.4830 | 0.45 | +| 0.3268 | 1155.0 | 23100 | 1.4584 | 0.4813 | +| 0.3268 | 1156.0 | 23120 | 1.3686 | 0.4938 | +| 0.3268 | 1157.0 | 23140 | 1.4520 | 0.4688 | +| 0.3268 | 1158.0 | 23160 | 1.3760 | 0.4875 | +| 0.3268 | 1159.0 | 23180 | 1.4544 | 0.4875 | +| 0.3268 | 1160.0 | 23200 | 1.4163 | 0.475 | +| 0.3268 | 1161.0 | 23220 | 1.4008 | 0.5062 | +| 0.3268 | 1162.0 | 23240 | 1.4177 | 0.4938 | +| 0.3268 | 1163.0 | 23260 | 1.3883 | 0.45 | +| 0.3268 | 1164.0 | 23280 | 1.4449 | 0.4813 | +| 0.3268 | 1165.0 | 23300 | 1.4226 | 0.4938 | +| 0.3268 | 1166.0 | 23320 | 1.4086 | 0.4625 | +| 0.3268 | 1167.0 | 23340 | 1.3630 | 0.5125 | +| 0.3268 | 1168.0 | 23360 | 1.3989 | 0.5188 | +| 0.3268 | 1169.0 | 23380 | 1.4102 | 0.4813 | +| 0.3268 | 1170.0 | 23400 | 1.4742 | 0.4875 | +| 0.3268 | 1171.0 | 23420 | 1.4955 | 0.4813 | +| 0.3268 | 1172.0 | 23440 | 1.3759 | 0.5188 | +| 0.3268 | 1173.0 | 23460 | 1.5161 | 0.4375 | +| 0.3268 | 1174.0 | 23480 | 1.3576 | 0.5062 | +| 0.3287 | 1175.0 | 23500 | 1.4231 | 0.5 | +| 0.3287 | 1176.0 | 23520 | 1.4011 | 0.5125 | +| 0.3287 | 1177.0 | 23540 | 1.3886 | 0.5188 | +| 0.3287 | 1178.0 | 23560 | 1.3490 | 0.5188 | +| 0.3287 | 1179.0 | 23580 | 1.3957 | 0.525 | +| 0.3287 | 1180.0 | 23600 | 1.3655 | 0.525 | +| 0.3287 | 1181.0 | 23620 | 1.4315 | 0.5 | +| 0.3287 | 1182.0 | 23640 | 1.4145 | 0.4875 | +| 0.3287 | 1183.0 | 23660 | 1.4490 | 0.4875 | +| 0.3287 | 1184.0 | 23680 | 1.3853 | 0.5312 | +| 0.3287 | 1185.0 | 23700 | 1.3774 | 0.5125 | +| 0.3287 | 1186.0 | 23720 | 1.3916 | 0.5125 | +| 0.3287 | 1187.0 | 23740 | 1.3825 | 0.5062 | +| 0.3287 | 1188.0 | 23760 | 1.3258 | 0.4875 | +| 0.3287 | 1189.0 | 23780 | 1.4783 | 0.4562 | +| 0.3287 | 1190.0 | 23800 | 1.4348 | 0.4938 | +| 0.3287 | 1191.0 | 23820 | 1.3773 | 0.5125 | +| 0.3287 | 1192.0 | 23840 | 1.4620 | 0.475 | +| 0.3287 | 1193.0 | 23860 | 1.3810 | 0.5 | +| 0.3287 | 1194.0 | 23880 | 1.3112 | 0.525 | +| 0.3287 | 1195.0 | 23900 | 1.4155 | 0.5125 | +| 0.3287 | 1196.0 | 23920 | 1.4429 | 0.4813 | +| 0.3287 | 1197.0 | 23940 | 1.3498 | 0.5188 | +| 0.3287 | 1198.0 | 23960 | 1.4635 | 0.45 | +| 0.3287 | 1199.0 | 23980 | 1.4369 | 0.5 | +| 0.3201 | 1200.0 | 24000 | 1.4041 | 0.4938 | +| 0.3201 | 1201.0 | 24020 | 1.3298 | 0.5312 | +| 0.3201 | 1202.0 | 24040 | 1.4084 | 0.5 | +| 0.3201 | 1203.0 | 24060 | 1.3808 | 0.5 | +| 0.3201 | 1204.0 | 24080 | 1.4122 | 0.5312 | +| 0.3201 | 1205.0 | 24100 | 1.3964 | 0.5125 | +| 0.3201 | 1206.0 | 24120 | 1.3720 | 0.5312 | +| 0.3201 | 1207.0 | 24140 | 1.4992 | 0.4625 | +| 0.3201 | 1208.0 | 24160 | 1.6059 | 0.4062 | +| 0.3201 | 1209.0 | 24180 | 1.4385 | 0.4562 | +| 0.3201 | 1210.0 | 24200 | 1.4335 | 0.5125 | +| 0.3201 | 1211.0 | 24220 | 1.4089 | 0.4938 | +| 0.3201 | 1212.0 | 24240 | 1.3790 | 0.5 | +| 0.3201 | 1213.0 | 24260 | 1.4414 | 0.475 | +| 0.3201 | 1214.0 | 24280 | 1.4158 | 0.5 | +| 0.3201 | 1215.0 | 24300 | 1.3764 | 0.5062 | +| 0.3201 | 1216.0 | 24320 | 1.4014 | 0.5125 | +| 0.3201 | 1217.0 | 24340 | 1.3741 | 0.5375 | +| 0.3201 | 1218.0 | 24360 | 1.3750 | 0.4938 | +| 0.3201 | 1219.0 | 24380 | 1.3031 | 0.5687 | +| 0.3201 | 1220.0 | 24400 | 1.3940 | 0.5125 | +| 0.3201 | 1221.0 | 24420 | 1.3977 | 0.5 | +| 0.3201 | 1222.0 | 24440 | 1.4268 | 0.5312 | +| 0.3201 | 1223.0 | 24460 | 1.5672 | 0.4375 | +| 0.3201 | 1224.0 | 24480 | 1.3758 | 0.5 | +| 0.3164 | 1225.0 | 24500 | 1.4140 | 0.4875 | +| 0.3164 | 1226.0 | 24520 | 1.3729 | 0.5188 | +| 0.3164 | 1227.0 | 24540 | 1.3847 | 0.4938 | +| 0.3164 | 1228.0 | 24560 | 1.4774 | 0.4875 | +| 0.3164 | 1229.0 | 24580 | 1.5155 | 0.4688 | +| 0.3164 | 1230.0 | 24600 | 1.3858 | 0.5 | +| 0.3164 | 1231.0 | 24620 | 1.3414 | 0.55 | +| 0.3164 | 1232.0 | 24640 | 1.4706 | 0.475 | +| 0.3164 | 1233.0 | 24660 | 1.4265 | 0.5062 | +| 0.3164 | 1234.0 | 24680 | 1.4485 | 0.4875 | +| 0.3164 | 1235.0 | 24700 | 1.4005 | 0.5 | +| 0.3164 | 1236.0 | 24720 | 1.4090 | 0.5 | +| 0.3164 | 1237.0 | 24740 | 1.3930 | 0.4875 | +| 0.3164 | 1238.0 | 24760 | 1.3838 | 0.5188 | +| 0.3164 | 1239.0 | 24780 | 1.5145 | 0.4813 | +| 0.3164 | 1240.0 | 24800 | 1.4105 | 0.4813 | +| 0.3164 | 1241.0 | 24820 | 1.3440 | 0.4938 | +| 0.3164 | 1242.0 | 24840 | 1.3532 | 0.5437 | +| 0.3164 | 1243.0 | 24860 | 1.3607 | 0.5 | +| 0.3164 | 1244.0 | 24880 | 1.3491 | 0.4938 | +| 0.3164 | 1245.0 | 24900 | 1.4692 | 0.475 | +| 0.3164 | 1246.0 | 24920 | 1.3448 | 0.5 | +| 0.3164 | 1247.0 | 24940 | 1.3950 | 0.5062 | +| 0.3164 | 1248.0 | 24960 | 1.4520 | 0.4938 | +| 0.3164 | 1249.0 | 24980 | 1.5249 | 0.5 | +| 0.3076 | 1250.0 | 25000 | 1.3382 | 0.5375 | +| 0.3076 | 1251.0 | 25020 | 1.4296 | 0.4625 | +| 0.3076 | 1252.0 | 25040 | 1.3729 | 0.5188 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25480 | 1.3920 | 0.525 | +| 0.3082 | 1275.0 | 25500 | 1.3472 | 0.4875 | +| 0.3082 | 1276.0 | 25520 | 1.5085 | 0.4875 | +| 0.3082 | 1277.0 | 25540 | 1.3652 | 0.5312 | +| 0.3082 | 1278.0 | 25560 | 1.3947 | 0.5125 | +| 0.3082 | 1279.0 | 25580 | 1.3934 | 0.5188 | +| 0.3082 | 1280.0 | 25600 | 1.5537 | 0.4938 | +| 0.3082 | 1281.0 | 25620 | 1.3661 | 0.5062 | +| 0.3082 | 1282.0 | 25640 | 1.4507 | 0.4875 | +| 0.3082 | 1283.0 | 25660 | 1.4415 | 0.5125 | +| 0.3082 | 1284.0 | 25680 | 1.4418 | 0.5188 | +| 0.3082 | 1285.0 | 25700 | 1.5535 | 0.4688 | +| 0.3082 | 1286.0 | 25720 | 1.4261 | 0.5188 | +| 0.3082 | 1287.0 | 25740 | 1.3910 | 0.5 | +| 0.3082 | 1288.0 | 25760 | 1.4829 | 0.475 | +| 0.3082 | 1289.0 | 25780 | 1.4284 | 0.4938 | +| 0.3082 | 1290.0 | 25800 | 1.5268 | 0.4688 | +| 0.3082 | 1291.0 | 25820 | 1.4723 | 0.4813 | +| 0.3082 | 1292.0 | 25840 | 1.4140 | 0.5125 | +| 0.3082 | 1293.0 | 25860 | 1.4074 | 0.525 | +| 0.3082 | 1294.0 | 25880 | 1.3843 | 0.5188 | +| 0.3082 | 1295.0 | 25900 | 1.4371 | 0.5 | +| 0.3082 | 1296.0 | 25920 | 1.4466 | 0.5125 | +| 0.3082 | 1297.0 | 25940 | 1.4741 | 0.4875 | +| 0.3082 | 1298.0 | 25960 | 1.4166 | 0.4938 | +| 0.3082 | 1299.0 | 25980 | 1.4010 | 0.4688 | +| 0.3012 | 1300.0 | 26000 | 1.3630 | 0.525 | +| 0.3012 | 1301.0 | 26020 | 1.5302 | 0.4688 | +| 0.3012 | 1302.0 | 26040 | 1.4860 | 0.4688 | +| 0.3012 | 1303.0 | 26060 | 1.4784 | 0.475 | +| 0.3012 | 1304.0 | 26080 | 1.4003 | 0.5312 | +| 0.3012 | 1305.0 | 26100 | 1.3953 | 0.5312 | +| 0.3012 | 1306.0 | 26120 | 1.3881 | 0.525 | +| 0.3012 | 1307.0 | 26140 | 1.4845 | 0.4688 | +| 0.3012 | 1308.0 | 26160 | 1.4244 | 0.4938 | +| 0.3012 | 1309.0 | 26180 | 1.3334 | 0.5563 | +| 0.3012 | 1310.0 | 26200 | 1.4507 | 0.5125 | +| 0.3012 | 1311.0 | 26220 | 1.5152 | 0.4875 | +| 0.3012 | 1312.0 | 26240 | 1.4418 | 0.4938 | +| 0.3012 | 1313.0 | 26260 | 1.4376 | 0.4562 | +| 0.3012 | 1314.0 | 26280 | 1.4452 | 0.4875 | +| 0.3012 | 1315.0 | 26300 | 1.5565 | 0.4625 | +| 0.3012 | 1316.0 | 26320 | 1.4261 | 0.5 | +| 0.3012 | 1317.0 | 26340 | 1.4312 | 0.5125 | +| 0.3012 | 1318.0 | 26360 | 1.4920 | 0.4813 | +| 0.3012 | 1319.0 | 26380 | 1.3139 | 0.5312 | +| 0.3012 | 1320.0 | 26400 | 1.3646 | 0.525 | +| 0.3012 | 1321.0 | 26420 | 1.4379 | 0.4688 | +| 0.3012 | 1322.0 | 26440 | 1.4381 | 0.4938 | +| 0.3012 | 1323.0 | 26460 | 1.3807 | 0.5 | +| 0.3012 | 1324.0 | 26480 | 1.4444 | 0.5188 | +| 0.2976 | 1325.0 | 26500 | 1.3924 | 0.55 | +| 0.2976 | 1326.0 | 26520 | 1.4249 | 0.55 | +| 0.2976 | 1327.0 | 26540 | 1.4551 | 0.4875 | +| 0.2976 | 1328.0 | 26560 | 1.4917 | 0.4625 | +| 0.2976 | 1329.0 | 26580 | 1.3918 | 0.5062 | +| 0.2976 | 1330.0 | 26600 | 1.4366 | 0.4562 | +| 0.2976 | 1331.0 | 26620 | 1.4795 | 0.45 | +| 0.2976 | 1332.0 | 26640 | 1.4213 | 0.4875 | +| 0.2976 | 1333.0 | 26660 | 1.4253 | 0.525 | +| 0.2976 | 1334.0 | 26680 | 1.4548 | 0.4813 | +| 0.2976 | 1335.0 | 26700 | 1.3806 | 0.525 | +| 0.2976 | 1336.0 | 26720 | 1.3641 | 0.4875 | +| 0.2976 | 1337.0 | 26740 | 1.4808 | 0.4625 | +| 0.2976 | 1338.0 | 26760 | 1.4172 | 0.5125 | +| 0.2976 | 1339.0 | 26780 | 1.4479 | 0.4875 | +| 0.2976 | 1340.0 | 26800 | 1.4552 | 0.525 | +| 0.2976 | 1341.0 | 26820 | 1.5278 | 0.4688 | +| 0.2976 | 1342.0 | 26840 | 1.2895 | 0.5312 | +| 0.2976 | 1343.0 | 26860 | 1.3676 | 0.525 | +| 0.2976 | 1344.0 | 26880 | 1.3360 | 0.5312 | +| 0.2976 | 1345.0 | 26900 | 1.4753 | 0.4875 | +| 0.2976 | 1346.0 | 26920 | 1.4449 | 0.5188 | +| 0.2976 | 1347.0 | 26940 | 1.3456 | 0.55 | +| 0.2976 | 1348.0 | 26960 | 1.3685 | 0.5 | +| 0.2976 | 1349.0 | 26980 | 1.4757 | 0.4688 | +| 0.298 | 1350.0 | 27000 | 1.3915 | 0.5188 | +| 0.298 | 1351.0 | 27020 | 1.3821 | 0.5125 | +| 0.298 | 1352.0 | 27040 | 1.4777 | 0.4875 | +| 0.298 | 1353.0 | 27060 | 1.4521 | 0.4875 | +| 0.298 | 1354.0 | 27080 | 1.4116 | 0.5188 | +| 0.298 | 1355.0 | 27100 | 1.4196 | 0.5125 | +| 0.298 | 1356.0 | 27120 | 1.5017 | 0.4813 | +| 0.298 | 1357.0 | 27140 | 1.4737 | 0.525 | +| 0.298 | 1358.0 | 27160 | 1.4399 | 0.4813 | +| 0.298 | 1359.0 | 27180 | 1.5158 | 0.475 | +| 0.298 | 1360.0 | 27200 | 1.5428 | 0.4625 | +| 0.298 | 1361.0 | 27220 | 1.4197 | 0.5125 | +| 0.298 | 1362.0 | 27240 | 1.3748 | 0.5125 | +| 0.298 | 1363.0 | 27260 | 1.4444 | 0.5062 | +| 0.298 | 1364.0 | 27280 | 1.4904 | 0.4813 | +| 0.298 | 1365.0 | 27300 | 1.4187 | 0.5375 | +| 0.298 | 1366.0 | 27320 | 1.4184 | 0.5062 | +| 0.298 | 1367.0 | 27340 | 1.4463 | 0.4875 | +| 0.298 | 1368.0 | 27360 | 1.3811 | 0.5375 | +| 0.298 | 1369.0 | 27380 | 1.4925 | 0.4875 | +| 0.298 | 1370.0 | 27400 | 1.4370 | 0.5 | +| 0.298 | 1371.0 | 27420 | 1.4811 | 0.4625 | +| 0.298 | 1372.0 | 27440 | 1.3325 | 0.5437 | +| 0.298 | 1373.0 | 27460 | 1.4219 | 0.475 | +| 0.298 | 1374.0 | 27480 | 1.4964 | 0.5 | +| 0.2879 | 1375.0 | 27500 | 1.3878 | 0.5188 | +| 0.2879 | 1376.0 | 27520 | 1.4915 | 0.4875 | +| 0.2879 | 1377.0 | 27540 | 1.5125 | 0.5 | +| 0.2879 | 1378.0 | 27560 | 1.4026 | 0.4875 | +| 0.2879 | 1379.0 | 27580 | 1.3994 | 0.525 | +| 0.2879 | 1380.0 | 27600 | 1.4881 | 0.475 | +| 0.2879 | 1381.0 | 27620 | 1.4140 | 0.5062 | +| 0.2879 | 1382.0 | 27640 | 1.3100 | 0.525 | +| 0.2879 | 1383.0 | 27660 | 1.4590 | 0.4688 | +| 0.2879 | 1384.0 | 27680 | 1.5164 | 0.4437 | +| 0.2879 | 1385.0 | 27700 | 1.3868 | 0.5188 | +| 0.2879 | 1386.0 | 27720 | 1.4737 | 0.5 | +| 0.2879 | 1387.0 | 27740 | 1.3831 | 0.4938 | +| 0.2879 | 1388.0 | 27760 | 1.4388 | 0.4938 | +| 0.2879 | 1389.0 | 27780 | 1.4303 | 0.5312 | +| 0.2879 | 1390.0 | 27800 | 1.3663 | 0.5125 | +| 0.2879 | 1391.0 | 27820 | 1.5046 | 0.4875 | +| 0.2879 | 1392.0 | 27840 | 1.5045 | 0.475 | +| 0.2879 | 1393.0 | 27860 | 1.4811 | 0.5062 | +| 0.2879 | 1394.0 | 27880 | 1.3991 | 0.5312 | +| 0.2879 | 1395.0 | 27900 | 1.4144 | 0.5312 | +| 0.2879 | 1396.0 | 27920 | 1.3650 | 0.5312 | +| 0.2879 | 1397.0 | 27940 | 1.4004 | 0.5312 | +| 0.2879 | 1398.0 | 27960 | 1.3617 | 0.5312 | +| 0.2879 | 1399.0 | 27980 | 1.3955 | 0.5312 | +| 0.284 | 1400.0 | 28000 | 1.3588 | 0.5375 | +| 0.284 | 1401.0 | 28020 | 1.4408 | 0.4688 | +| 0.284 | 1402.0 | 28040 | 1.4572 | 0.4875 | +| 0.284 | 1403.0 | 28060 | 1.5793 | 0.4375 | +| 0.284 | 1404.0 | 28080 | 1.5194 | 0.4938 | +| 0.284 | 1405.0 | 28100 | 1.4610 | 0.4938 | +| 0.284 | 1406.0 | 28120 | 1.4934 | 0.5188 | +| 0.284 | 1407.0 | 28140 | 1.4602 | 0.4562 | +| 0.284 | 1408.0 | 28160 | 1.4116 | 0.5125 | +| 0.284 | 1409.0 | 28180 | 1.4497 | 0.475 | +| 0.284 | 1410.0 | 28200 | 1.4660 | 0.4875 | +| 0.284 | 1411.0 | 28220 | 1.3609 | 0.5375 | +| 0.284 | 1412.0 | 28240 | 1.4792 | 0.4875 | +| 0.284 | 1413.0 | 28260 | 1.4837 | 0.4688 | +| 0.284 | 1414.0 | 28280 | 1.4485 | 0.5188 | +| 0.284 | 1415.0 | 28300 | 1.3673 | 0.5312 | +| 0.284 | 1416.0 | 28320 | 1.4153 | 0.4813 | +| 0.284 | 1417.0 | 28340 | 1.4943 | 0.4813 | +| 0.284 | 1418.0 | 28360 | 1.5884 | 0.4625 | +| 0.284 | 1419.0 | 28380 | 1.4184 | 0.5188 | +| 0.284 | 1420.0 | 28400 | 1.4645 | 0.4875 | +| 0.284 | 1421.0 | 28420 | 1.5091 | 0.4437 | +| 0.284 | 1422.0 | 28440 | 1.3396 | 0.525 | +| 0.284 | 1423.0 | 28460 | 1.4418 | 0.5 | +| 0.284 | 1424.0 | 28480 | 1.4271 | 0.5312 | +| 0.2825 | 1425.0 | 28500 | 1.4775 | 0.4813 | +| 0.2825 | 1426.0 | 28520 | 1.4608 | 0.5062 | +| 0.2825 | 1427.0 | 28540 | 1.4584 | 0.4938 | +| 0.2825 | 1428.0 | 28560 | 1.4566 | 0.5188 | +| 0.2825 | 1429.0 | 28580 | 1.3907 | 0.5563 | +| 0.2825 | 1430.0 | 28600 | 1.4759 | 0.4813 | +| 0.2825 | 1431.0 | 28620 | 1.4544 | 0.4938 | +| 0.2825 | 1432.0 | 28640 | 1.4430 | 0.5 | +| 0.2825 | 1433.0 | 28660 | 1.5165 | 0.4688 | +| 0.2825 | 1434.0 | 28680 | 1.4704 | 0.4813 | +| 0.2825 | 1435.0 | 28700 | 1.3989 | 0.4875 | +| 0.2825 | 1436.0 | 28720 | 1.4311 | 0.5125 | +| 0.2825 | 1437.0 | 28740 | 1.3625 | 0.55 | +| 0.2825 | 1438.0 | 28760 | 1.4692 | 0.5125 | +| 0.2825 | 1439.0 | 28780 | 1.5038 | 0.475 | +| 0.2825 | 1440.0 | 28800 | 1.3972 | 0.5 | +| 0.2825 | 1441.0 | 28820 | 1.4258 | 0.5062 | +| 0.2825 | 1442.0 | 28840 | 1.4703 | 0.5062 | +| 0.2825 | 1443.0 | 28860 | 1.4151 | 0.5188 | +| 0.2825 | 1444.0 | 28880 | 1.5264 | 0.4688 | +| 0.2825 | 1445.0 | 28900 | 1.5765 | 0.4375 | +| 0.2825 | 1446.0 | 28920 | 1.4814 | 0.4688 | +| 0.2825 | 1447.0 | 28940 | 1.4997 | 0.4625 | +| 0.2825 | 1448.0 | 28960 | 1.4238 | 0.5188 | +| 0.2825 | 1449.0 | 28980 | 1.5373 | 0.4875 | +| 0.2743 | 1450.0 | 29000 | 1.4053 | 0.525 | +| 0.2743 | 1451.0 | 29020 | 1.4369 | 0.5125 | +| 0.2743 | 1452.0 | 29040 | 1.4204 | 0.5062 | +| 0.2743 | 1453.0 | 29060 | 1.4546 | 0.4813 | +| 0.2743 | 1454.0 | 29080 | 1.4420 | 0.5125 | +| 0.2743 | 1455.0 | 29100 | 1.4359 | 0.5062 | +| 0.2743 | 1456.0 | 29120 | 1.4291 | 0.5125 | +| 0.2743 | 1457.0 | 29140 | 1.5045 | 0.4875 | +| 0.2743 | 1458.0 | 29160 | 1.4566 | 0.4938 | +| 0.2743 | 1459.0 | 29180 | 1.4604 | 0.4938 | +| 0.2743 | 1460.0 | 29200 | 1.3180 | 0.5375 | +| 0.2743 | 1461.0 | 29220 | 1.4741 | 0.5 | +| 0.2743 | 1462.0 | 29240 | 1.4135 | 0.4875 | +| 0.2743 | 1463.0 | 29260 | 1.4657 | 0.4875 | +| 0.2743 | 1464.0 | 29280 | 1.4154 | 0.4688 | +| 0.2743 | 1465.0 | 29300 | 1.4170 | 0.525 | +| 0.2743 | 1466.0 | 29320 | 1.4450 | 0.5312 | +| 0.2743 | 1467.0 | 29340 | 1.5276 | 0.4625 | +| 0.2743 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29780 | 1.3906 | 0.5563 | +| 0.2785 | 1490.0 | 29800 | 1.4016 | 0.5188 | +| 0.2785 | 1491.0 | 29820 | 1.3938 | 0.5375 | +| 0.2785 | 1492.0 | 29840 | 1.4321 | 0.5125 | +| 0.2785 | 1493.0 | 29860 | 1.5029 | 0.475 | +| 0.2785 | 1494.0 | 29880 | 1.4466 | 0.5 | +| 0.2785 | 1495.0 | 29900 | 1.4355 | 0.4938 | +| 0.2785 | 1496.0 | 29920 | 1.4482 | 0.5125 | +| 0.2785 | 1497.0 | 29940 | 1.4275 | 0.5188 | +| 0.2785 | 1498.0 | 29960 | 1.5046 | 0.475 | +| 0.2785 | 1499.0 | 29980 | 1.4453 | 0.5125 | +| 0.2766 | 1500.0 | 30000 | 1.3290 | 0.5437 | +| 0.2766 | 1501.0 | 30020 | 1.4743 | 0.475 | +| 0.2766 | 1502.0 | 30040 | 1.5197 | 0.4625 | +| 0.2766 | 1503.0 | 30060 | 1.4305 | 0.5625 | +| 0.2766 | 1504.0 | 30080 | 1.4716 | 0.4813 | +| 0.2766 | 1505.0 | 30100 | 1.4003 | 0.5625 | +| 0.2766 | 1506.0 | 30120 | 1.4396 | 0.4875 | +| 0.2766 | 1507.0 | 30140 | 1.4425 | 0.4813 | +| 0.2766 | 1508.0 | 30160 | 1.4472 | 0.4938 | +| 0.2766 | 1509.0 | 30180 | 1.5083 | 0.475 | +| 0.2766 | 1510.0 | 30200 | 1.3383 | 0.5312 | +| 0.2766 | 1511.0 | 30220 | 1.3624 | 0.5312 | +| 0.2766 | 1512.0 | 30240 | 1.4646 | 0.4813 | +| 0.2766 | 1513.0 | 30260 | 1.3511 | 0.5563 | +| 0.2766 | 1514.0 | 30280 | 1.4240 | 0.5188 | +| 0.2766 | 1515.0 | 30300 | 1.4329 | 0.4688 | +| 0.2766 | 1516.0 | 30320 | 1.4613 | 0.5188 | +| 0.2766 | 1517.0 | 30340 | 1.4115 | 0.5188 | +| 0.2766 | 1518.0 | 30360 | 1.4163 | 0.4938 | +| 0.2766 | 1519.0 | 30380 | 1.4269 | 0.5 | +| 0.2766 | 1520.0 | 30400 | 1.3476 | 0.5125 | +| 0.2766 | 1521.0 | 30420 | 1.4298 | 0.5 | +| 0.2766 | 1522.0 | 30440 | 1.5222 | 0.4875 | +| 0.2766 | 1523.0 | 30460 | 1.4276 | 0.4938 | +| 0.2766 | 1524.0 | 30480 | 1.3477 | 0.5312 | +| 0.2758 | 1525.0 | 30500 | 1.3653 | 0.55 | +| 0.2758 | 1526.0 | 30520 | 1.4004 | 0.5312 | +| 0.2758 | 1527.0 | 30540 | 1.3683 | 0.5125 | +| 0.2758 | 1528.0 | 30560 | 1.4337 | 0.4938 | +| 0.2758 | 1529.0 | 30580 | 1.5037 | 0.5062 | +| 0.2758 | 1530.0 | 30600 | 1.5474 | 0.45 | +| 0.2758 | 1531.0 | 30620 | 1.4607 | 0.4938 | +| 0.2758 | 1532.0 | 30640 | 1.4329 | 0.525 | +| 0.2758 | 1533.0 | 30660 | 1.3821 | 0.5437 | +| 0.2758 | 1534.0 | 30680 | 1.5021 | 0.4875 | +| 0.2758 | 1535.0 | 30700 | 1.4299 | 0.525 | +| 0.2758 | 1536.0 | 30720 | 1.4694 | 0.4625 | +| 0.2758 | 1537.0 | 30740 | 1.4684 | 0.4938 | +| 0.2758 | 1538.0 | 30760 | 1.5205 | 0.4562 | +| 0.2758 | 1539.0 | 30780 | 1.3924 | 0.5188 | +| 0.2758 | 1540.0 | 30800 | 1.3302 | 0.5813 | +| 0.2758 | 1541.0 | 30820 | 1.3970 | 0.525 | +| 0.2758 | 1542.0 | 30840 | 1.5024 | 0.4375 | +| 0.2758 | 1543.0 | 30860 | 1.4066 | 0.5062 | +| 0.2758 | 1544.0 | 30880 | 1.4827 | 0.5 | +| 0.2758 | 1545.0 | 30900 | 1.4724 | 0.5062 | +| 0.2758 | 1546.0 | 30920 | 1.3244 | 0.5437 | +| 0.2758 | 1547.0 | 30940 | 1.3774 | 0.4875 | +| 0.2758 | 1548.0 | 30960 | 1.5300 | 0.4813 | +| 0.2758 | 1549.0 | 30980 | 1.4806 | 0.5062 | +| 0.2756 | 1550.0 | 31000 | 1.4364 | 0.5 | +| 0.2756 | 1551.0 | 31020 | 1.4185 | 0.5062 | +| 0.2756 | 1552.0 | 31040 | 1.3730 | 0.5188 | +| 0.2756 | 1553.0 | 31060 | 1.4082 | 0.5125 | +| 0.2756 | 1554.0 | 31080 | 1.3745 | 0.5312 | +| 0.2756 | 1555.0 | 31100 | 1.4724 | 0.4437 | +| 0.2756 | 1556.0 | 31120 | 1.4691 | 0.4875 | +| 0.2756 | 1557.0 | 31140 | 1.3968 | 0.5 | +| 0.2756 | 1558.0 | 31160 | 1.5222 | 0.45 | +| 0.2756 | 1559.0 | 31180 | 1.5239 | 0.5125 | +| 0.2756 | 1560.0 | 31200 | 1.5163 | 0.4375 | +| 0.2756 | 1561.0 | 31220 | 1.2894 | 0.5813 | +| 0.2756 | 1562.0 | 31240 | 1.4202 | 0.5188 | +| 0.2756 | 1563.0 | 31260 | 1.3790 | 0.5 | +| 0.2756 | 1564.0 | 31280 | 1.4284 | 0.5 | +| 0.2756 | 1565.0 | 31300 | 1.4031 | 0.5312 | +| 0.2756 | 1566.0 | 31320 | 1.4602 | 0.5 | +| 0.2756 | 1567.0 | 31340 | 1.4664 | 0.4813 | +| 0.2756 | 1568.0 | 31360 | 1.4801 | 0.4875 | +| 0.2756 | 1569.0 | 31380 | 1.5429 | 0.475 | +| 0.2756 | 1570.0 | 31400 | 1.4366 | 0.4938 | +| 0.2756 | 1571.0 | 31420 | 1.3814 | 0.525 | +| 0.2756 | 1572.0 | 31440 | 1.5086 | 0.4875 | +| 0.2756 | 1573.0 | 31460 | 1.4827 | 0.4938 | +| 0.2756 | 1574.0 | 31480 | 1.4607 | 0.4938 | +| 0.2718 | 1575.0 | 31500 | 1.4662 | 0.4813 | +| 0.2718 | 1576.0 | 31520 | 1.5976 | 0.4562 | +| 0.2718 | 1577.0 | 31540 | 1.3768 | 0.5563 | +| 0.2718 | 1578.0 | 31560 | 1.4911 | 0.4938 | +| 0.2718 | 1579.0 | 31580 | 1.4469 | 0.5188 | +| 0.2718 | 1580.0 | 31600 | 1.4668 | 0.5 | +| 0.2718 | 1581.0 | 31620 | 1.4473 | 0.5188 | +| 0.2718 | 1582.0 | 31640 | 1.4289 | 0.5437 | +| 0.2718 | 1583.0 | 31660 | 1.4512 | 0.5188 | +| 0.2718 | 1584.0 | 31680 | 1.5670 | 0.4375 | +| 0.2718 | 1585.0 | 31700 | 1.3894 | 0.525 | +| 0.2718 | 1586.0 | 31720 | 1.4387 | 0.5 | +| 0.2718 | 1587.0 | 31740 | 1.4963 | 0.4938 | +| 0.2718 | 1588.0 | 31760 | 1.3965 | 0.5312 | +| 0.2718 | 1589.0 | 31780 | 1.4742 | 0.5 | +| 0.2718 | 1590.0 | 31800 | 1.4714 | 0.4813 | +| 0.2718 | 1591.0 | 31820 | 1.4471 | 0.4813 | +| 0.2718 | 1592.0 | 31840 | 1.4259 | 0.5 | +| 0.2718 | 1593.0 | 31860 | 1.5475 | 0.5 | +| 0.2718 | 1594.0 | 31880 | 1.4578 | 0.5062 | +| 0.2718 | 1595.0 | 31900 | 1.4545 | 0.4938 | +| 0.2718 | 1596.0 | 31920 | 1.5368 | 0.4688 | +| 0.2718 | 1597.0 | 31940 | 1.4596 | 0.4813 | +| 0.2718 | 1598.0 | 31960 | 1.4468 | 0.5375 | +| 0.2718 | 1599.0 | 31980 | 1.4371 | 0.5125 | +| 0.2719 | 1600.0 | 32000 | 1.4436 | 0.525 | +| 0.2719 | 1601.0 | 32020 | 1.5506 | 0.4375 | +| 0.2719 | 1602.0 | 32040 | 1.5337 | 0.4562 | +| 0.2719 | 1603.0 | 32060 | 1.4638 | 0.4625 | +| 0.2719 | 1604.0 | 32080 | 1.3749 | 0.5188 | +| 0.2719 | 1605.0 | 32100 | 1.3935 | 0.5188 | +| 0.2719 | 1606.0 | 32120 | 1.4744 | 0.4875 | +| 0.2719 | 1607.0 | 32140 | 1.4828 | 0.475 | +| 0.2719 | 1608.0 | 32160 | 1.4926 | 0.4688 | +| 0.2719 | 1609.0 | 32180 | 1.5197 | 0.4875 | +| 0.2719 | 1610.0 | 32200 | 1.4079 | 0.525 | +| 0.2719 | 1611.0 | 32220 | 1.4185 | 0.5062 | +| 0.2719 | 1612.0 | 32240 | 1.4210 | 0.5062 | +| 0.2719 | 1613.0 | 32260 | 1.4585 | 0.4875 | +| 0.2719 | 1614.0 | 32280 | 1.4763 | 0.475 | +| 0.2719 | 1615.0 | 32300 | 1.5101 | 0.475 | +| 0.2719 | 1616.0 | 32320 | 1.4968 | 0.4938 | +| 0.2719 | 1617.0 | 32340 | 1.5228 | 0.4562 | +| 0.2719 | 1618.0 | 32360 | 1.3589 | 0.5188 | +| 0.2719 | 1619.0 | 32380 | 1.3532 | 0.5188 | +| 0.2719 | 1620.0 | 32400 | 1.4536 | 0.5062 | +| 0.2719 | 1621.0 | 32420 | 1.4180 | 0.475 | +| 0.2719 | 1622.0 | 32440 | 1.4507 | 0.5188 | +| 0.2719 | 1623.0 | 32460 | 1.3285 | 0.5563 | +| 0.2719 | 1624.0 | 32480 | 1.2809 | 0.5375 | +| 0.2699 | 1625.0 | 32500 | 1.4344 | 0.525 | +| 0.2699 | 1626.0 | 32520 | 1.4535 | 0.5 | +| 0.2699 | 1627.0 | 32540 | 1.5542 | 0.475 | +| 0.2699 | 1628.0 | 32560 | 1.5891 | 0.4375 | +| 0.2699 | 1629.0 | 32580 | 1.5430 | 0.4625 | +| 0.2699 | 1630.0 | 32600 | 1.4423 | 0.475 | +| 0.2699 | 1631.0 | 32620 | 1.4449 | 0.4875 | +| 0.2699 | 1632.0 | 32640 | 1.3946 | 0.5437 | +| 0.2699 | 1633.0 | 32660 | 1.3262 | 0.55 | +| 0.2699 | 1634.0 | 32680 | 1.3367 | 0.55 | +| 0.2699 | 1635.0 | 32700 | 1.4468 | 0.45 | +| 0.2699 | 1636.0 | 32720 | 1.4302 | 0.5125 | +| 0.2699 | 1637.0 | 32740 | 1.5481 | 0.4625 | +| 0.2699 | 1638.0 | 32760 | 1.3970 | 0.5062 | +| 0.2699 | 1639.0 | 32780 | 1.5247 | 0.4625 | +| 0.2699 | 1640.0 | 32800 | 1.3148 | 0.5375 | +| 0.2699 | 1641.0 | 32820 | 1.4591 | 0.4938 | +| 0.2699 | 1642.0 | 32840 | 1.4126 | 0.5563 | +| 0.2699 | 1643.0 | 32860 | 1.4827 | 0.5 | +| 0.2699 | 1644.0 | 32880 | 1.4025 | 0.5312 | +| 0.2699 | 1645.0 | 32900 | 1.4529 | 0.525 | +| 0.2699 | 1646.0 | 32920 | 1.4559 | 0.475 | +| 0.2699 | 1647.0 | 32940 | 1.5547 | 0.4375 | +| 0.2699 | 1648.0 | 32960 | 1.4492 | 0.4938 | +| 0.2699 | 1649.0 | 32980 | 1.5228 | 0.45 | +| 0.2612 | 1650.0 | 33000 | 1.4569 | 0.4938 | +| 0.2612 | 1651.0 | 33020 | 1.4739 | 0.5062 | +| 0.2612 | 1652.0 | 33040 | 1.3789 | 0.4875 | +| 0.2612 | 1653.0 | 33060 | 1.4642 | 0.4938 | +| 0.2612 | 1654.0 | 33080 | 1.4544 | 0.5062 | +| 0.2612 | 1655.0 | 33100 | 1.4793 | 0.475 | +| 0.2612 | 1656.0 | 33120 | 1.3544 | 0.5625 | +| 0.2612 | 1657.0 | 33140 | 1.4798 | 0.5125 | +| 0.2612 | 1658.0 | 33160 | 1.5018 | 0.4813 | +| 0.2612 | 1659.0 | 33180 | 1.5245 | 0.4313 | +| 0.2612 | 1660.0 | 33200 | 1.4227 | 0.5062 | +| 0.2612 | 1661.0 | 33220 | 1.3944 | 0.4938 | +| 0.2612 | 1662.0 | 33240 | 1.4664 | 0.5125 | +| 0.2612 | 1663.0 | 33260 | 1.5123 | 0.5062 | +| 0.2612 | 1664.0 | 33280 | 1.4851 | 0.475 | +| 0.2612 | 1665.0 | 33300 | 1.5370 | 0.4875 | +| 0.2612 | 1666.0 | 33320 | 1.4442 | 0.5062 | +| 0.2612 | 1667.0 | 33340 | 1.3614 | 0.55 | +| 0.2612 | 1668.0 | 33360 | 1.5381 | 0.4688 | +| 0.2612 | 1669.0 | 33380 | 1.4347 | 0.5188 | +| 0.2612 | 1670.0 | 33400 | 1.4191 | 0.5375 | +| 0.2612 | 1671.0 | 33420 | 1.4999 | 0.4625 | +| 0.2612 | 1672.0 | 33440 | 1.4596 | 0.5125 | +| 0.2612 | 1673.0 | 33460 | 1.3416 | 0.5375 | +| 0.2612 | 1674.0 | 33480 | 1.4813 | 0.525 | +| 0.2666 | 1675.0 | 33500 | 1.4499 | 0.5062 | +| 0.2666 | 1676.0 | 33520 | 1.4462 | 0.5188 | +| 0.2666 | 1677.0 | 33540 | 1.4109 | 0.5312 | +| 0.2666 | 1678.0 | 33560 | 1.4430 | 0.4688 | +| 0.2666 | 1679.0 | 33580 | 1.5119 | 0.475 | +| 0.2666 | 1680.0 | 33600 | 1.5080 | 0.5 | +| 0.2666 | 1681.0 | 33620 | 1.4745 | 0.5125 | +| 0.2666 | 1682.0 | 33640 | 1.4799 | 0.4938 | +| 0.2666 | 1683.0 | 33660 | 1.4436 | 0.5062 | +| 0.2666 | 1684.0 | 33680 | 1.3928 | 0.5125 | +| 0.2666 | 1685.0 | 33700 | 1.4427 | 0.5062 | +| 0.2666 | 1686.0 | 33720 | 1.3572 | 0.55 | +| 0.2666 | 1687.0 | 33740 | 1.4141 | 0.5062 | +| 0.2666 | 1688.0 | 33760 | 1.4079 | 0.5 | +| 0.2666 | 1689.0 | 33780 | 1.3888 | 0.4938 | +| 0.2666 | 1690.0 | 33800 | 1.4878 | 0.4625 | +| 0.2666 | 1691.0 | 33820 | 1.4618 | 0.4938 | +| 0.2666 | 1692.0 | 33840 | 1.5789 | 0.475 | +| 0.2666 | 1693.0 | 33860 | 1.4814 | 0.4562 | +| 0.2666 | 1694.0 | 33880 | 1.4810 | 0.5437 | +| 0.2666 | 1695.0 | 33900 | 1.5088 | 0.4875 | +| 0.2666 | 1696.0 | 33920 | 1.4263 | 0.5062 | +| 0.2666 | 1697.0 | 33940 | 1.5221 | 0.4437 | +| 0.2666 | 1698.0 | 33960 | 1.3571 | 0.5125 | +| 0.2666 | 1699.0 | 33980 | 1.3727 | 0.5437 | +| 0.2654 | 1700.0 | 34000 | 1.4273 | 0.5062 | +| 0.2654 | 1701.0 | 34020 | 1.5031 | 0.4688 | +| 0.2654 | 1702.0 | 34040 | 1.5287 | 0.4938 | +| 0.2654 | 1703.0 | 34060 | 1.4249 | 0.4875 | +| 0.2654 | 1704.0 | 34080 | 1.4168 | 0.5125 | +| 0.2654 | 1705.0 | 34100 | 1.4947 | 0.475 | +| 0.2654 | 1706.0 | 34120 | 1.5093 | 0.4813 | +| 0.2654 | 1707.0 | 34140 | 1.4478 | 0.525 | +| 0.2654 | 1708.0 | 34160 | 1.3681 | 0.5375 | +| 0.2654 | 1709.0 | 34180 | 1.4784 | 0.475 | +| 0.2654 | 1710.0 | 34200 | 1.4736 | 0.4813 | +| 0.2654 | 1711.0 | 34220 | 1.4512 | 0.5125 | +| 0.2654 | 1712.0 | 34240 | 1.4901 | 0.5125 | +| 0.2654 | 1713.0 | 34260 | 1.3999 | 0.5188 | +| 0.2654 | 1714.0 | 34280 | 1.5042 | 0.4875 | +| 0.2654 | 1715.0 | 34300 | 1.4943 | 0.475 | +| 0.2654 | 1716.0 | 34320 | 1.4266 | 0.5 | +| 0.2654 | 1717.0 | 34340 | 1.4092 | 0.4938 | +| 0.2654 | 1718.0 | 34360 | 1.4771 | 0.5188 | +| 0.2654 | 1719.0 | 34380 | 1.4573 | 0.5 | +| 0.2654 | 1720.0 | 34400 | 1.4646 | 0.5 | +| 0.2654 | 1721.0 | 34420 | 1.4718 | 0.5188 | +| 0.2654 | 1722.0 | 34440 | 1.3844 | 0.4938 | +| 0.2654 | 1723.0 | 34460 | 1.5301 | 0.4813 | +| 0.2654 | 1724.0 | 34480 | 1.6132 | 0.4375 | +| 0.2679 | 1725.0 | 34500 | 1.4244 | 0.4938 | +| 0.2679 | 1726.0 | 34520 | 1.4837 | 0.5188 | +| 0.2679 | 1727.0 | 34540 | 1.5501 | 0.4875 | +| 0.2679 | 1728.0 | 34560 | 1.4302 | 0.5125 | +| 0.2679 | 1729.0 | 34580 | 1.3363 | 0.5563 | +| 0.2679 | 1730.0 | 34600 | 1.5036 | 0.475 | +| 0.2679 | 1731.0 | 34620 | 1.4386 | 0.4875 | +| 0.2679 | 1732.0 | 34640 | 1.4130 | 0.4875 | +| 0.2679 | 1733.0 | 34660 | 1.4120 | 0.5062 | +| 0.2679 | 1734.0 | 34680 | 1.5886 | 0.4375 | +| 0.2679 | 1735.0 | 34700 | 1.3803 | 0.5188 | +| 0.2679 | 1736.0 | 34720 | 1.4227 | 0.4813 | +| 0.2679 | 1737.0 | 34740 | 1.4488 | 0.4938 | +| 0.2679 | 1738.0 | 34760 | 1.4735 | 0.5 | +| 0.2679 | 1739.0 | 34780 | 1.5467 | 0.4688 | +| 0.2679 | 1740.0 | 34800 | 1.4766 | 0.4938 | +| 0.2679 | 1741.0 | 34820 | 1.4444 | 0.5062 | +| 0.2679 | 1742.0 | 34840 | 1.3931 | 0.5437 | +| 0.2679 | 1743.0 | 34860 | 1.4914 | 0.4813 | +| 0.2679 | 1744.0 | 34880 | 1.4425 | 0.5125 | +| 0.2679 | 1745.0 | 34900 | 1.4441 | 0.4938 | +| 0.2679 | 1746.0 | 34920 | 1.4857 | 0.4813 | +| 0.2679 | 1747.0 | 34940 | 1.4785 | 0.5062 | +| 0.2679 | 1748.0 | 34960 | 1.4310 | 0.5375 | +| 0.2679 | 1749.0 | 34980 | 1.5680 | 0.4562 | +| 0.2638 | 1750.0 | 35000 | 1.3888 | 0.5062 | ### Framework versions