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---
license: apache-2.0
base_model: google/efficientnet-b0
tags:
- generated_from_trainer
datasets:
- imagefolder
metrics:
- accuracy
model-index:
- name: SkinCancerClassifier_smote-V0
results:
- task:
name: Image Classification
type: image-classification
dataset:
name: imagefolder
type: imagefolder
config: default
split: train
args: default
metrics:
- name: Accuracy
type: accuracy
value: 0.8041666666666667
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/jhoppanne-myself/finalProject/runs/l2ftprb7)
# SkinCancerClassifier_smote-V0
This model is a fine-tuned version of [google/efficientnet-b0](https://huggingface.co/google/efficientnet-b0) on the imagefolder dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6170
- Accuracy: 0.8042
## Model description
This model is designed for the classification of skin cancer images and was trained using the SMOTE technique to handle class imbalance. The dataset used for training is from the [ISIC 2024 - Skin Cancer Detection with 3D-TBP](https://www.kaggle.com/competitions/isic-2024-challenge/data) competition.
## Intended uses & limitations
This model is intended for educational purposes and research in skin cancer detection. It should not be used for actual medical diagnosis or treatment planning. Further validation on clinical data is required before any real-world application.
## Training and evaluation data
The model was trained on the ISIC 2024 dataset, which contains a diverse set of skin images labeled with different types of skin cancer. The training data was augmented using the SMOTE technique to address class imbalance.
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-06
- 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: 2000
### Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:------:|:-----:|:---------------:|:--------:|
| No log | 1.0 | 30 | 6.7943 | 0.0042 |
| No log | 2.0 | 60 | 6.7825 | 0.0042 |
| No log | 3.0 | 90 | 6.7019 | 0.0042 |
| No log | 4.0 | 120 | 6.6665 | 0.0042 |
| No log | 5.0 | 150 | 6.5872 | 0.0167 |
| No log | 6.0 | 180 | 6.5684 | 0.0292 |
| No log | 7.0 | 210 | 6.5135 | 0.0625 |
| No log | 8.0 | 240 | 6.4748 | 0.0917 |
| No log | 9.0 | 270 | 6.3794 | 0.1458 |
| No log | 10.0 | 300 | 6.3851 | 0.1583 |
| No log | 11.0 | 330 | 6.3323 | 0.2208 |
| No log | 12.0 | 360 | 6.3074 | 0.2208 |
| No log | 13.0 | 390 | 6.2001 | 0.2708 |
| No log | 14.0 | 420 | 6.1662 | 0.3375 |
| No log | 15.0 | 450 | 6.2537 | 0.275 |
| No log | 16.0 | 480 | 6.0434 | 0.3583 |
| 6.3833 | 17.0 | 510 | 5.9091 | 0.4083 |
| 6.3833 | 18.0 | 540 | 5.9385 | 0.3625 |
| 6.3833 | 19.0 | 570 | 5.7777 | 0.4792 |
| 6.3833 | 20.0 | 600 | 5.8297 | 0.3708 |
| 6.3833 | 21.0 | 630 | 5.5555 | 0.5125 |
| 6.3833 | 22.0 | 660 | 5.7096 | 0.4417 |
| 6.3833 | 23.0 | 690 | 5.6401 | 0.4167 |
| 6.3833 | 24.0 | 720 | 5.3735 | 0.5458 |
| 6.3833 | 25.0 | 750 | 5.4768 | 0.5375 |
| 6.3833 | 26.0 | 780 | 5.1468 | 0.55 |
| 6.3833 | 27.0 | 810 | 5.0193 | 0.5167 |
| 6.3833 | 28.0 | 840 | 4.7966 | 0.5667 |
| 6.3833 | 29.0 | 870 | 4.8825 | 0.5625 |
| 6.3833 | 30.0 | 900 | 4.9566 | 0.5042 |
| 6.3833 | 31.0 | 930 | 4.6407 | 0.5625 |
| 6.3833 | 32.0 | 960 | 4.7814 | 0.5417 |
| 6.3833 | 33.0 | 990 | 4.4359 | 0.5667 |
| 5.0833 | 34.0 | 1020 | 4.0800 | 0.6 |
| 5.0833 | 35.0 | 1050 | 4.0507 | 0.5708 |
| 5.0833 | 36.0 | 1080 | 4.1396 | 0.5542 |
| 5.0833 | 37.0 | 1110 | 3.8816 | 0.6083 |
| 5.0833 | 38.0 | 1140 | 3.8375 | 0.625 |
| 5.0833 | 39.0 | 1170 | 3.7560 | 0.6125 |
| 5.0833 | 40.0 | 1200 | 3.5860 | 0.6083 |
| 5.0833 | 41.0 | 1230 | 3.4339 | 0.5792 |
| 5.0833 | 42.0 | 1260 | 3.2689 | 0.6042 |
| 5.0833 | 43.0 | 1290 | 3.2131 | 0.5917 |
| 5.0833 | 44.0 | 1320 | 3.0630 | 0.6375 |
| 5.0833 | 45.0 | 1350 | 2.7808 | 0.6292 |
| 5.0833 | 46.0 | 1380 | 2.7642 | 0.6417 |
| 5.0833 | 47.0 | 1410 | 2.5321 | 0.6667 |
| 5.0833 | 48.0 | 1440 | 2.3647 | 0.6083 |
| 5.0833 | 49.0 | 1470 | 2.4837 | 0.625 |
| 3.1484 | 50.0 | 1500 | 2.1881 | 0.6375 |
| 3.1484 | 51.0 | 1530 | 2.1573 | 0.6375 |
| 3.1484 | 52.0 | 1560 | 1.9715 | 0.65 |
| 3.1484 | 53.0 | 1590 | 2.1185 | 0.675 |
| 3.1484 | 54.0 | 1620 | 2.1301 | 0.6542 |
| 3.1484 | 55.0 | 1650 | 1.7292 | 0.6375 |
| 3.1484 | 56.0 | 1680 | 1.9750 | 0.625 |
| 3.1484 | 57.0 | 1710 | 1.6784 | 0.6667 |
| 3.1484 | 58.0 | 1740 | 1.5947 | 0.65 |
| 3.1484 | 59.0 | 1770 | 1.5680 | 0.6667 |
| 3.1484 | 60.0 | 1800 | 1.5720 | 0.6625 |
| 3.1484 | 61.0 | 1830 | 1.4629 | 0.7042 |
| 3.1484 | 62.0 | 1860 | 1.4647 | 0.6542 |
| 3.1484 | 63.0 | 1890 | 1.4588 | 0.6458 |
| 3.1484 | 64.0 | 1920 | 1.3771 | 0.7 |
| 3.1484 | 65.0 | 1950 | 1.4022 | 0.6458 |
| 3.1484 | 66.0 | 1980 | 1.3628 | 0.6708 |
| 1.6168 | 67.0 | 2010 | 1.2906 | 0.6625 |
| 1.6168 | 68.0 | 2040 | 1.5474 | 0.6208 |
| 1.6168 | 69.0 | 2070 | 1.2712 | 0.6708 |
| 1.6168 | 70.0 | 2100 | 1.3176 | 0.6417 |
| 1.6168 | 71.0 | 2130 | 1.3137 | 0.6667 |
| 1.6168 | 72.0 | 2160 | 1.1199 | 0.6792 |
| 1.6168 | 73.0 | 2190 | 1.1273 | 0.6583 |
| 1.6168 | 74.0 | 2220 | 1.1283 | 0.6875 |
| 1.6168 | 75.0 | 2250 | 1.0464 | 0.6875 |
| 1.6168 | 76.0 | 2280 | 1.0722 | 0.6833 |
| 1.6168 | 77.0 | 2310 | 0.9783 | 0.725 |
| 1.6168 | 78.0 | 2340 | 1.0548 | 0.675 |
| 1.6168 | 79.0 | 2370 | 1.0064 | 0.6708 |
| 1.6168 | 80.0 | 2400 | 0.9031 | 0.7083 |
| 1.6168 | 81.0 | 2430 | 0.9418 | 0.6542 |
| 1.6168 | 82.0 | 2460 | 0.9195 | 0.7125 |
| 1.6168 | 83.0 | 2490 | 0.9451 | 0.6667 |
| 1.0004 | 84.0 | 2520 | 1.0035 | 0.6792 |
| 1.0004 | 85.0 | 2550 | 0.9345 | 0.6875 |
| 1.0004 | 86.0 | 2580 | 0.8992 | 0.6708 |
| 1.0004 | 87.0 | 2610 | 0.8348 | 0.6583 |
| 1.0004 | 88.0 | 2640 | 0.8885 | 0.7042 |
| 1.0004 | 89.0 | 2670 | 0.8627 | 0.7208 |
| 1.0004 | 90.0 | 2700 | 0.8333 | 0.7042 |
| 1.0004 | 91.0 | 2730 | 0.8811 | 0.6917 |
| 1.0004 | 92.0 | 2760 | 0.8792 | 0.7167 |
| 1.0004 | 93.0 | 2790 | 0.8650 | 0.6833 |
| 1.0004 | 94.0 | 2820 | 0.7681 | 0.7208 |
| 1.0004 | 95.0 | 2850 | 0.8514 | 0.7292 |
| 1.0004 | 96.0 | 2880 | 0.8744 | 0.6792 |
| 1.0004 | 97.0 | 2910 | 0.8674 | 0.7083 |
| 1.0004 | 98.0 | 2940 | 0.8486 | 0.7167 |
| 1.0004 | 99.0 | 2970 | 0.8676 | 0.6625 |
| 0.7749 | 100.0 | 3000 | 0.7971 | 0.7208 |
| 0.7749 | 101.0 | 3030 | 0.8681 | 0.6917 |
| 0.7749 | 102.0 | 3060 | 0.8081 | 0.7083 |
| 0.7749 | 103.0 | 3090 | 0.9258 | 0.6875 |
| 0.7749 | 104.0 | 3120 | 0.8388 | 0.7 |
| 0.7749 | 105.0 | 3150 | 0.8101 | 0.7 |
| 0.7749 | 106.0 | 3180 | 0.7663 | 0.7375 |
| 0.7749 | 107.0 | 3210 | 0.8520 | 0.6833 |
| 0.7749 | 108.0 | 3240 | 0.7547 | 0.7375 |
| 0.7749 | 109.0 | 3270 | 0.7945 | 0.725 |
| 0.7749 | 110.0 | 3300 | 0.7452 | 0.7333 |
| 0.7749 | 111.0 | 3330 | 0.8002 | 0.7125 |
| 0.7749 | 112.0 | 3360 | 0.7156 | 0.7417 |
| 0.7749 | 113.0 | 3390 | 0.7751 | 0.725 |
| 0.7749 | 114.0 | 3420 | 0.7902 | 0.7125 |
| 0.7749 | 115.0 | 3450 | 0.7980 | 0.725 |
| 0.7749 | 116.0 | 3480 | 0.7548 | 0.7042 |
| 0.6543 | 117.0 | 3510 | 0.6958 | 0.7333 |
| 0.6543 | 118.0 | 3540 | 0.6582 | 0.7375 |
| 0.6543 | 119.0 | 3570 | 0.7922 | 0.7 |
| 0.6543 | 120.0 | 3600 | 0.7022 | 0.7167 |
| 0.6543 | 121.0 | 3630 | 0.7479 | 0.6958 |
| 0.6543 | 122.0 | 3660 | 0.7118 | 0.75 |
| 0.6543 | 123.0 | 3690 | 0.7521 | 0.7292 |
| 0.6543 | 124.0 | 3720 | 0.7132 | 0.7333 |
| 0.6543 | 125.0 | 3750 | 0.7345 | 0.7333 |
| 0.6543 | 126.0 | 3780 | 0.7896 | 0.6625 |
| 0.6543 | 127.0 | 3810 | 0.7449 | 0.7167 |
| 0.6543 | 128.0 | 3840 | 0.6486 | 0.7125 |
| 0.6543 | 129.0 | 3870 | 0.8283 | 0.7375 |
| 0.6543 | 130.0 | 3900 | 0.7138 | 0.75 |
| 0.6543 | 131.0 | 3930 | 0.7498 | 0.7083 |
| 0.6543 | 132.0 | 3960 | 0.6947 | 0.7458 |
| 0.6543 | 133.0 | 3990 | 0.7423 | 0.7375 |
| 0.5814 | 134.0 | 4020 | 0.7298 | 0.7083 |
| 0.5814 | 135.0 | 4050 | 0.6576 | 0.75 |
| 0.5814 | 136.0 | 4080 | 0.7127 | 0.7417 |
| 0.5814 | 137.0 | 4110 | 0.6741 | 0.7583 |
| 0.5814 | 138.0 | 4140 | 0.8170 | 0.6875 |
| 0.5814 | 139.0 | 4170 | 0.6322 | 0.7542 |
| 0.5814 | 140.0 | 4200 | 0.6532 | 0.7292 |
| 0.5814 | 141.0 | 4230 | 0.7523 | 0.7375 |
| 0.5814 | 142.0 | 4260 | 0.7976 | 0.7042 |
| 0.5814 | 143.0 | 4290 | 0.6449 | 0.7458 |
| 0.5814 | 144.0 | 4320 | 0.7749 | 0.725 |
| 0.5814 | 145.0 | 4350 | 0.6823 | 0.7333 |
| 0.5814 | 146.0 | 4380 | 0.7293 | 0.6833 |
| 0.5814 | 147.0 | 4410 | 0.7043 | 0.7708 |
| 0.5814 | 148.0 | 4440 | 0.7280 | 0.725 |
| 0.5814 | 149.0 | 4470 | 0.6766 | 0.7167 |
| 0.5041 | 150.0 | 4500 | 0.6659 | 0.7583 |
| 0.5041 | 151.0 | 4530 | 0.6706 | 0.75 |
| 0.5041 | 152.0 | 4560 | 0.8339 | 0.6958 |
| 0.5041 | 153.0 | 4590 | 0.6291 | 0.7458 |
| 0.5041 | 154.0 | 4620 | 0.6723 | 0.725 |
| 0.5041 | 155.0 | 4650 | 0.6450 | 0.775 |
| 0.5041 | 156.0 | 4680 | 0.7696 | 0.7042 |
| 0.5041 | 157.0 | 4710 | 0.6793 | 0.725 |
| 0.5041 | 158.0 | 4740 | 0.7299 | 0.7042 |
| 0.5041 | 159.0 | 4770 | 0.6984 | 0.7542 |
| 0.5041 | 160.0 | 4800 | 0.6853 | 0.7042 |
| 0.5041 | 161.0 | 4830 | 0.6883 | 0.7667 |
| 0.5041 | 162.0 | 4860 | 0.6910 | 0.7292 |
| 0.5041 | 163.0 | 4890 | 0.6833 | 0.7417 |
| 0.5041 | 164.0 | 4920 | 0.6117 | 0.7542 |
| 0.5041 | 165.0 | 4950 | 0.6456 | 0.775 |
| 0.5041 | 166.0 | 4980 | 0.6448 | 0.7375 |
| 0.4627 | 167.0 | 5010 | 0.6675 | 0.75 |
| 0.4627 | 168.0 | 5040 | 0.7636 | 0.725 |
| 0.4627 | 169.0 | 5070 | 0.6608 | 0.7417 |
| 0.4627 | 170.0 | 5100 | 0.6971 | 0.7458 |
| 0.4627 | 171.0 | 5130 | 0.6536 | 0.7458 |
| 0.4627 | 172.0 | 5160 | 0.6441 | 0.7458 |
| 0.4627 | 173.0 | 5190 | 0.6241 | 0.7542 |
| 0.4627 | 174.0 | 5220 | 0.6801 | 0.7458 |
| 0.4627 | 175.0 | 5250 | 0.6454 | 0.7417 |
| 0.4627 | 176.0 | 5280 | 0.7308 | 0.7208 |
| 0.4627 | 177.0 | 5310 | 0.6902 | 0.7292 |
| 0.4627 | 178.0 | 5340 | 0.6786 | 0.7125 |
| 0.4627 | 179.0 | 5370 | 0.7752 | 0.7208 |
| 0.4627 | 180.0 | 5400 | 0.7500 | 0.7333 |
| 0.4627 | 181.0 | 5430 | 0.7047 | 0.7042 |
| 0.4627 | 182.0 | 5460 | 0.6155 | 0.75 |
| 0.4627 | 183.0 | 5490 | 0.6885 | 0.7125 |
| 0.4095 | 184.0 | 5520 | 0.7181 | 0.7083 |
| 0.4095 | 185.0 | 5550 | 0.7138 | 0.7292 |
| 0.4095 | 186.0 | 5580 | 0.7649 | 0.725 |
| 0.4095 | 187.0 | 5610 | 0.6874 | 0.7417 |
| 0.4095 | 188.0 | 5640 | 0.7002 | 0.7292 |
| 0.4095 | 189.0 | 5670 | 0.6796 | 0.7125 |
| 0.4095 | 190.0 | 5700 | 0.5897 | 0.7667 |
| 0.4095 | 191.0 | 5730 | 0.7148 | 0.7542 |
| 0.4095 | 192.0 | 5760 | 0.5560 | 0.7708 |
| 0.4095 | 193.0 | 5790 | 0.7173 | 0.7042 |
| 0.4095 | 194.0 | 5820 | 0.6560 | 0.7417 |
| 0.4095 | 195.0 | 5850 | 0.7184 | 0.7208 |
| 0.4095 | 196.0 | 5880 | 0.6937 | 0.7458 |
| 0.4095 | 197.0 | 5910 | 0.7623 | 0.7125 |
| 0.4095 | 198.0 | 5940 | 0.6437 | 0.7542 |
| 0.4095 | 199.0 | 5970 | 0.6408 | 0.7708 |
| 0.356 | 200.0 | 6000 | 0.6752 | 0.75 |
| 0.356 | 201.0 | 6030 | 0.6156 | 0.75 |
| 0.356 | 202.0 | 6060 | 0.6467 | 0.7792 |
| 0.356 | 203.0 | 6090 | 0.6800 | 0.7375 |
| 0.356 | 204.0 | 6120 | 0.6864 | 0.7625 |
| 0.356 | 205.0 | 6150 | 0.7565 | 0.7375 |
| 0.356 | 206.0 | 6180 | 0.7232 | 0.725 |
| 0.356 | 207.0 | 6210 | 0.6148 | 0.7542 |
| 0.356 | 208.0 | 6240 | 0.7386 | 0.75 |
| 0.356 | 209.0 | 6270 | 0.6825 | 0.75 |
| 0.356 | 210.0 | 6300 | 0.6789 | 0.75 |
| 0.356 | 211.0 | 6330 | 0.6893 | 0.7625 |
| 0.356 | 212.0 | 6360 | 0.7192 | 0.75 |
| 0.356 | 213.0 | 6390 | 0.6908 | 0.7292 |
| 0.356 | 214.0 | 6420 | 0.6376 | 0.7458 |
| 0.356 | 215.0 | 6450 | 0.6130 | 0.7792 |
| 0.356 | 216.0 | 6480 | 0.6527 | 0.7708 |
| 0.313 | 217.0 | 6510 | 0.6995 | 0.7625 |
| 0.313 | 218.0 | 6540 | 0.6987 | 0.7583 |
| 0.313 | 219.0 | 6570 | 0.6439 | 0.7833 |
| 0.313 | 220.0 | 6600 | 0.6347 | 0.7875 |
| 0.313 | 221.0 | 6630 | 0.6133 | 0.7667 |
| 0.313 | 222.0 | 6660 | 0.7384 | 0.7208 |
| 0.313 | 223.0 | 6690 | 0.6899 | 0.7375 |
| 0.313 | 224.0 | 6720 | 0.6132 | 0.7958 |
| 0.313 | 225.0 | 6750 | 0.6579 | 0.7292 |
| 0.313 | 226.0 | 6780 | 0.7425 | 0.725 |
| 0.313 | 227.0 | 6810 | 0.6475 | 0.75 |
| 0.313 | 228.0 | 6840 | 0.7864 | 0.7417 |
| 0.313 | 229.0 | 6870 | 0.7130 | 0.775 |
| 0.313 | 230.0 | 6900 | 0.6899 | 0.75 |
| 0.313 | 231.0 | 6930 | 0.6144 | 0.7625 |
| 0.313 | 232.0 | 6960 | 0.6892 | 0.75 |
| 0.313 | 233.0 | 6990 | 0.7176 | 0.7417 |
| 0.2888 | 234.0 | 7020 | 0.7361 | 0.7083 |
| 0.2888 | 235.0 | 7050 | 0.6285 | 0.7708 |
| 0.2888 | 236.0 | 7080 | 0.7158 | 0.7208 |
| 0.2888 | 237.0 | 7110 | 0.6461 | 0.75 |
| 0.2888 | 238.0 | 7140 | 0.7060 | 0.75 |
| 0.2888 | 239.0 | 7170 | 0.6301 | 0.7583 |
| 0.2888 | 240.0 | 7200 | 0.5899 | 0.7583 |
| 0.2888 | 241.0 | 7230 | 0.6283 | 0.7542 |
| 0.2888 | 242.0 | 7260 | 0.6840 | 0.7542 |
| 0.2888 | 243.0 | 7290 | 0.7016 | 0.7583 |
| 0.2888 | 244.0 | 7320 | 0.6058 | 0.7708 |
| 0.2888 | 245.0 | 7350 | 0.6432 | 0.7375 |
| 0.2888 | 246.0 | 7380 | 0.6569 | 0.7792 |
| 0.2888 | 247.0 | 7410 | 0.6168 | 0.7792 |
| 0.2888 | 248.0 | 7440 | 0.7352 | 0.7333 |
| 0.2888 | 249.0 | 7470 | 0.6468 | 0.75 |
| 0.2554 | 250.0 | 7500 | 0.6646 | 0.7542 |
| 0.2554 | 251.0 | 7530 | 0.7433 | 0.75 |
| 0.2554 | 252.0 | 7560 | 0.7793 | 0.7625 |
| 0.2554 | 253.0 | 7590 | 0.6465 | 0.7458 |
| 0.2554 | 254.0 | 7620 | 0.6032 | 0.7833 |
| 0.2554 | 255.0 | 7650 | 0.7673 | 0.7167 |
| 0.2554 | 256.0 | 7680 | 0.7349 | 0.7083 |
| 0.2554 | 257.0 | 7710 | 0.7279 | 0.7458 |
| 0.2554 | 258.0 | 7740 | 0.6159 | 0.7542 |
| 0.2554 | 259.0 | 7770 | 0.7130 | 0.7625 |
| 0.2554 | 260.0 | 7800 | 0.6907 | 0.7708 |
| 0.2554 | 261.0 | 7830 | 0.6460 | 0.725 |
| 0.2554 | 262.0 | 7860 | 0.7923 | 0.725 |
| 0.2554 | 263.0 | 7890 | 0.7290 | 0.7125 |
| 0.2554 | 264.0 | 7920 | 0.7246 | 0.7542 |
| 0.2554 | 265.0 | 7950 | 0.6314 | 0.7792 |
| 0.2554 | 266.0 | 7980 | 0.7331 | 0.7708 |
| 0.2271 | 267.0 | 8010 | 0.7471 | 0.775 |
| 0.2271 | 268.0 | 8040 | 0.7945 | 0.7208 |
| 0.2271 | 269.0 | 8070 | 0.8326 | 0.7208 |
| 0.2271 | 270.0 | 8100 | 0.6376 | 0.7833 |
| 0.2271 | 271.0 | 8130 | 0.7209 | 0.7542 |
| 0.2271 | 272.0 | 8160 | 0.7119 | 0.7458 |
| 0.2271 | 273.0 | 8190 | 0.7579 | 0.7375 |
| 0.2271 | 274.0 | 8220 | 0.6190 | 0.7958 |
| 0.2271 | 275.0 | 8250 | 0.7346 | 0.75 |
| 0.2271 | 276.0 | 8280 | 0.5725 | 0.7875 |
| 0.2271 | 277.0 | 8310 | 0.6839 | 0.7542 |
| 0.2271 | 278.0 | 8340 | 0.7181 | 0.7833 |
| 0.2271 | 279.0 | 8370 | 0.7686 | 0.7625 |
| 0.2271 | 280.0 | 8400 | 0.7098 | 0.75 |
| 0.2271 | 281.0 | 8430 | 0.7520 | 0.7542 |
| 0.2271 | 282.0 | 8460 | 0.7100 | 0.7958 |
| 0.2271 | 283.0 | 8490 | 0.7457 | 0.7625 |
| 0.1968 | 284.0 | 8520 | 0.7145 | 0.7542 |
| 0.1968 | 285.0 | 8550 | 0.6266 | 0.7917 |
| 0.1968 | 286.0 | 8580 | 0.6804 | 0.7917 |
| 0.1968 | 287.0 | 8610 | 0.6829 | 0.7542 |
| 0.1968 | 288.0 | 8640 | 0.6663 | 0.7625 |
| 0.1968 | 289.0 | 8670 | 0.8079 | 0.7417 |
| 0.1968 | 290.0 | 8700 | 0.7336 | 0.7792 |
| 0.1968 | 291.0 | 8730 | 0.7564 | 0.7375 |
| 0.1968 | 292.0 | 8760 | 0.6543 | 0.7792 |
| 0.1968 | 293.0 | 8790 | 0.6996 | 0.75 |
| 0.1968 | 294.0 | 8820 | 0.6303 | 0.8042 |
| 0.1968 | 295.0 | 8850 | 0.8041 | 0.725 |
| 0.1968 | 296.0 | 8880 | 0.8126 | 0.7417 |
| 0.1968 | 297.0 | 8910 | 0.8852 | 0.7042 |
| 0.1968 | 298.0 | 8940 | 0.7629 | 0.7292 |
| 0.1968 | 299.0 | 8970 | 0.7488 | 0.7708 |
| 0.1705 | 300.0 | 9000 | 0.8827 | 0.7417 |
| 0.1705 | 301.0 | 9030 | 0.6436 | 0.775 |
| 0.1705 | 302.0 | 9060 | 0.7171 | 0.7417 |
| 0.1705 | 303.0 | 9090 | 0.8214 | 0.7417 |
| 0.1705 | 304.0 | 9120 | 0.7368 | 0.7375 |
| 0.1705 | 305.0 | 9150 | 0.6851 | 0.775 |
| 0.1705 | 306.0 | 9180 | 0.6864 | 0.7667 |
| 0.1705 | 307.0 | 9210 | 0.6693 | 0.7833 |
| 0.1705 | 308.0 | 9240 | 0.7735 | 0.7625 |
| 0.1705 | 309.0 | 9270 | 0.7294 | 0.7417 |
| 0.1705 | 310.0 | 9300 | 0.7177 | 0.7833 |
| 0.1705 | 311.0 | 9330 | 0.7042 | 0.7625 |
| 0.1705 | 312.0 | 9360 | 0.6943 | 0.7875 |
| 0.1705 | 313.0 | 9390 | 0.6023 | 0.7917 |
| 0.1705 | 314.0 | 9420 | 0.8149 | 0.7417 |
| 0.1705 | 315.0 | 9450 | 0.8316 | 0.7542 |
| 0.1705 | 316.0 | 9480 | 0.7498 | 0.7583 |
| 0.1559 | 317.0 | 9510 | 0.7777 | 0.75 |
| 0.1559 | 318.0 | 9540 | 0.7214 | 0.7458 |
| 0.1559 | 319.0 | 9570 | 0.8629 | 0.7375 |
| 0.1559 | 320.0 | 9600 | 0.7550 | 0.7542 |
| 0.1559 | 321.0 | 9630 | 0.7448 | 0.7583 |
| 0.1559 | 322.0 | 9660 | 0.6344 | 0.8208 |
| 0.1559 | 323.0 | 9690 | 0.8020 | 0.7542 |
| 0.1559 | 324.0 | 9720 | 0.7172 | 0.7792 |
| 0.1559 | 325.0 | 9750 | 0.7229 | 0.7833 |
| 0.1559 | 326.0 | 9780 | 0.8375 | 0.7583 |
| 0.1559 | 327.0 | 9810 | 0.7374 | 0.7583 |
| 0.1559 | 328.0 | 9840 | 0.7407 | 0.7458 |
| 0.1559 | 329.0 | 9870 | 0.7342 | 0.7875 |
| 0.1559 | 330.0 | 9900 | 0.7588 | 0.7917 |
| 0.1559 | 331.0 | 9930 | 0.5773 | 0.7917 |
| 0.1559 | 332.0 | 9960 | 0.7909 | 0.7583 |
| 0.1559 | 333.0 | 9990 | 0.7641 | 0.75 |
| 0.1436 | 334.0 | 10020 | 0.7121 | 0.775 |
| 0.1436 | 335.0 | 10050 | 0.8134 | 0.7542 |
| 0.1436 | 336.0 | 10080 | 0.6390 | 0.7917 |
| 0.1436 | 337.0 | 10110 | 0.7637 | 0.7708 |
| 0.1436 | 338.0 | 10140 | 0.8571 | 0.7625 |
| 0.1436 | 339.0 | 10170 | 0.6932 | 0.7917 |
| 0.1436 | 340.0 | 10200 | 0.7662 | 0.7458 |
| 0.1436 | 341.0 | 10230 | 0.7340 | 0.7708 |
| 0.1436 | 342.0 | 10260 | 0.7839 | 0.7625 |
| 0.1436 | 343.0 | 10290 | 0.8955 | 0.7708 |
| 0.1436 | 344.0 | 10320 | 0.7302 | 0.7792 |
| 0.1436 | 345.0 | 10350 | 0.7184 | 0.7833 |
| 0.1436 | 346.0 | 10380 | 0.8096 | 0.7875 |
| 0.1436 | 347.0 | 10410 | 0.6618 | 0.8042 |
| 0.1436 | 348.0 | 10440 | 0.8814 | 0.725 |
| 0.1436 | 349.0 | 10470 | 0.7115 | 0.7833 |
| 0.1253 | 350.0 | 10500 | 0.7655 | 0.775 |
| 0.1253 | 351.0 | 10530 | 1.0353 | 0.7042 |
| 0.1253 | 352.0 | 10560 | 0.7779 | 0.75 |
| 0.1253 | 353.0 | 10590 | 0.7690 | 0.7708 |
| 0.1253 | 354.0 | 10620 | 0.8513 | 0.7708 |
| 0.1253 | 355.0 | 10650 | 0.8023 | 0.7625 |
| 0.1253 | 356.0 | 10680 | 0.8654 | 0.7375 |
| 0.1253 | 357.0 | 10710 | 0.7158 | 0.7833 |
| 0.1253 | 358.0 | 10740 | 0.7129 | 0.8083 |
| 0.1253 | 359.0 | 10770 | 0.7965 | 0.7833 |
| 0.1253 | 360.0 | 10800 | 0.6912 | 0.775 |
| 0.1253 | 361.0 | 10830 | 0.8931 | 0.775 |
| 0.1253 | 362.0 | 10860 | 0.7996 | 0.7792 |
| 0.1253 | 363.0 | 10890 | 0.8954 | 0.7417 |
| 0.1253 | 364.0 | 10920 | 0.7788 | 0.7583 |
| 0.1253 | 365.0 | 10950 | 0.8762 | 0.7417 |
| 0.1253 | 366.0 | 10980 | 0.7141 | 0.7792 |
| 0.1137 | 367.0 | 11010 | 0.7754 | 0.7667 |
| 0.1137 | 368.0 | 11040 | 0.8462 | 0.8 |
| 0.1137 | 369.0 | 11070 | 0.7514 | 0.7833 |
| 0.1137 | 370.0 | 11100 | 0.8935 | 0.7625 |
| 0.1137 | 371.0 | 11130 | 0.6772 | 0.7875 |
| 0.1137 | 372.0 | 11160 | 0.6557 | 0.8458 |
| 0.1137 | 373.0 | 11190 | 0.7456 | 0.7917 |
| 0.1137 | 374.0 | 11220 | 0.6444 | 0.8125 |
| 0.1137 | 375.0 | 11250 | 0.8195 | 0.75 |
| 0.1137 | 376.0 | 11280 | 0.7144 | 0.8083 |
| 0.1137 | 377.0 | 11310 | 0.7302 | 0.7875 |
| 0.1137 | 378.0 | 11340 | 0.8689 | 0.8 |
| 0.1137 | 379.0 | 11370 | 0.7004 | 0.7625 |
| 0.1137 | 380.0 | 11400 | 0.8927 | 0.7583 |
| 0.1137 | 381.0 | 11430 | 0.8333 | 0.7583 |
| 0.1137 | 382.0 | 11460 | 0.8921 | 0.7375 |
| 0.1137 | 383.0 | 11490 | 0.8607 | 0.7833 |
| 0.101 | 384.0 | 11520 | 0.7740 | 0.7917 |
| 0.101 | 385.0 | 11550 | 0.7396 | 0.7833 |
| 0.101 | 386.0 | 11580 | 0.7352 | 0.775 |
| 0.101 | 387.0 | 11610 | 0.8536 | 0.7542 |
| 0.101 | 388.0 | 11640 | 0.7138 | 0.7708 |
| 0.101 | 389.0 | 11670 | 0.9080 | 0.7375 |
| 0.101 | 390.0 | 11700 | 0.8300 | 0.7583 |
| 0.101 | 391.0 | 11730 | 0.8436 | 0.7417 |
| 0.101 | 392.0 | 11760 | 0.8957 | 0.75 |
| 0.101 | 393.0 | 11790 | 0.7883 | 0.7833 |
| 0.101 | 394.0 | 11820 | 0.8817 | 0.7583 |
| 0.101 | 395.0 | 11850 | 0.8368 | 0.7583 |
| 0.101 | 396.0 | 11880 | 0.7682 | 0.775 |
| 0.101 | 397.0 | 11910 | 0.7059 | 0.8167 |
| 0.101 | 398.0 | 11940 | 0.7397 | 0.7833 |
| 0.101 | 399.0 | 11970 | 0.7836 | 0.7667 |
| 0.0931 | 400.0 | 12000 | 0.8686 | 0.7667 |
| 0.0931 | 401.0 | 12030 | 0.6950 | 0.7708 |
| 0.0931 | 402.0 | 12060 | 0.8184 | 0.7667 |
| 0.0931 | 403.0 | 12090 | 0.8252 | 0.8083 |
| 0.0931 | 404.0 | 12120 | 0.7665 | 0.7792 |
| 0.0931 | 405.0 | 12150 | 0.7455 | 0.8125 |
| 0.0931 | 406.0 | 12180 | 0.9008 | 0.7958 |
| 0.0931 | 407.0 | 12210 | 0.8553 | 0.7667 |
| 0.0931 | 408.0 | 12240 | 0.9953 | 0.7625 |
| 0.0931 | 409.0 | 12270 | 0.6862 | 0.8 |
| 0.0931 | 410.0 | 12300 | 0.8894 | 0.7833 |
| 0.0931 | 411.0 | 12330 | 0.8286 | 0.7792 |
| 0.0931 | 412.0 | 12360 | 0.9056 | 0.7958 |
| 0.0931 | 413.0 | 12390 | 0.7168 | 0.7958 |
| 0.0931 | 414.0 | 12420 | 0.8387 | 0.7958 |
| 0.0931 | 415.0 | 12450 | 0.7707 | 0.7958 |
| 0.0931 | 416.0 | 12480 | 0.8852 | 0.7708 |
| 0.0883 | 417.0 | 12510 | 0.7532 | 0.7833 |
| 0.0883 | 418.0 | 12540 | 0.7912 | 0.7875 |
| 0.0883 | 419.0 | 12570 | 0.7997 | 0.7708 |
| 0.0883 | 420.0 | 12600 | 0.7568 | 0.7833 |
| 0.0883 | 421.0 | 12630 | 0.8160 | 0.7792 |
| 0.0883 | 422.0 | 12660 | 0.9379 | 0.7625 |
| 0.0883 | 423.0 | 12690 | 0.8172 | 0.775 |
| 0.0883 | 424.0 | 12720 | 0.9567 | 0.7458 |
| 0.0883 | 425.0 | 12750 | 0.7185 | 0.8 |
| 0.0883 | 426.0 | 12780 | 0.9086 | 0.7583 |
| 0.0883 | 427.0 | 12810 | 0.8753 | 0.7792 |
| 0.0883 | 428.0 | 12840 | 0.9000 | 0.7708 |
| 0.0883 | 429.0 | 12870 | 0.7688 | 0.7708 |
| 0.0883 | 430.0 | 12900 | 0.9019 | 0.7708 |
| 0.0883 | 431.0 | 12930 | 0.8712 | 0.7833 |
| 0.0883 | 432.0 | 12960 | 0.8873 | 0.7667 |
| 0.0883 | 433.0 | 12990 | 0.8546 | 0.7667 |
| 0.0767 | 434.0 | 13020 | 0.8754 | 0.7792 |
| 0.0767 | 435.0 | 13050 | 0.8427 | 0.775 |
| 0.0767 | 436.0 | 13080 | 0.8272 | 0.7958 |
| 0.0767 | 437.0 | 13110 | 0.9191 | 0.7625 |
| 0.0767 | 438.0 | 13140 | 0.9184 | 0.7583 |
| 0.0767 | 439.0 | 13170 | 0.9290 | 0.775 |
| 0.0767 | 440.0 | 13200 | 0.8154 | 0.7917 |
| 0.0767 | 441.0 | 13230 | 0.9080 | 0.7792 |
| 0.0767 | 442.0 | 13260 | 0.7309 | 0.7875 |
| 0.0767 | 443.0 | 13290 | 0.9137 | 0.7792 |
| 0.0767 | 444.0 | 13320 | 0.8898 | 0.775 |
| 0.0767 | 445.0 | 13350 | 0.8037 | 0.7708 |
| 0.0767 | 446.0 | 13380 | 0.8286 | 0.7708 |
| 0.0767 | 447.0 | 13410 | 0.7343 | 0.8292 |
| 0.0767 | 448.0 | 13440 | 0.9386 | 0.7708 |
| 0.0767 | 449.0 | 13470 | 0.9273 | 0.7625 |
| 0.0765 | 450.0 | 13500 | 0.8368 | 0.8167 |
| 0.0765 | 451.0 | 13530 | 0.9534 | 0.7875 |
| 0.0765 | 452.0 | 13560 | 0.9879 | 0.7708 |
| 0.0765 | 453.0 | 13590 | 0.8020 | 0.7792 |
| 0.0765 | 454.0 | 13620 | 0.8479 | 0.7792 |
| 0.0765 | 455.0 | 13650 | 0.7941 | 0.775 |
| 0.0765 | 456.0 | 13680 | 0.8531 | 0.7875 |
| 0.0765 | 457.0 | 13710 | 0.8524 | 0.775 |
| 0.0765 | 458.0 | 13740 | 0.8314 | 0.7542 |
| 0.0765 | 459.0 | 13770 | 1.0210 | 0.75 |
| 0.0765 | 460.0 | 13800 | 0.7902 | 0.775 |
| 0.0765 | 461.0 | 13830 | 0.8209 | 0.8042 |
| 0.0765 | 462.0 | 13860 | 0.9832 | 0.7542 |
| 0.0765 | 463.0 | 13890 | 0.8477 | 0.7875 |
| 0.0765 | 464.0 | 13920 | 0.8430 | 0.7875 |
| 0.0765 | 465.0 | 13950 | 0.9338 | 0.75 |
| 0.0765 | 466.0 | 13980 | 0.8497 | 0.8042 |
| 0.0624 | 467.0 | 14010 | 0.7791 | 0.8042 |
| 0.0624 | 468.0 | 14040 | 0.8319 | 0.7958 |
| 0.0624 | 469.0 | 14070 | 0.9360 | 0.7708 |
| 0.0624 | 470.0 | 14100 | 0.7524 | 0.7833 |
| 0.0624 | 471.0 | 14130 | 0.9504 | 0.7833 |
| 0.0624 | 472.0 | 14160 | 1.0148 | 0.75 |
| 0.0624 | 473.0 | 14190 | 0.9203 | 0.7708 |
| 0.0624 | 474.0 | 14220 | 0.7555 | 0.7833 |
| 0.0624 | 475.0 | 14250 | 0.8002 | 0.7917 |
| 0.0624 | 476.0 | 14280 | 1.1156 | 0.7875 |
| 0.0624 | 477.0 | 14310 | 0.8743 | 0.7917 |
| 0.0624 | 478.0 | 14340 | 0.8853 | 0.7667 |
| 0.0624 | 479.0 | 14370 | 0.9660 | 0.7792 |
| 0.0624 | 480.0 | 14400 | 0.8608 | 0.7667 |
| 0.0624 | 481.0 | 14430 | 0.8446 | 0.7875 |
| 0.0624 | 482.0 | 14460 | 0.8183 | 0.7875 |
| 0.0624 | 483.0 | 14490 | 1.0341 | 0.7958 |
| 0.0601 | 484.0 | 14520 | 0.8423 | 0.7833 |
| 0.0601 | 485.0 | 14550 | 1.0109 | 0.7542 |
| 0.0601 | 486.0 | 14580 | 0.8732 | 0.7875 |
| 0.0601 | 487.0 | 14610 | 0.8673 | 0.7583 |
| 0.0601 | 488.0 | 14640 | 0.8886 | 0.7875 |
| 0.0601 | 489.0 | 14670 | 0.9933 | 0.7875 |
| 0.0601 | 490.0 | 14700 | 1.0210 | 0.7458 |
| 0.0601 | 491.0 | 14730 | 0.9674 | 0.7583 |
| 0.0601 | 492.0 | 14760 | 0.8121 | 0.7708 |
| 0.0601 | 493.0 | 14790 | 0.9943 | 0.7542 |
| 0.0601 | 494.0 | 14820 | 0.7857 | 0.7917 |
| 0.0601 | 495.0 | 14850 | 1.0005 | 0.775 |
| 0.0601 | 496.0 | 14880 | 1.0947 | 0.7833 |
| 0.0601 | 497.0 | 14910 | 0.9080 | 0.7833 |
| 0.0601 | 498.0 | 14940 | 0.8516 | 0.8167 |
| 0.0601 | 499.0 | 14970 | 1.0218 | 0.7708 |
| 0.0519 | 500.0 | 15000 | 1.0543 | 0.7458 |
| 0.0519 | 501.0 | 15030 | 0.8406 | 0.8125 |
| 0.0519 | 502.0 | 15060 | 0.8366 | 0.8042 |
| 0.0519 | 503.0 | 15090 | 0.9075 | 0.8083 |
| 0.0519 | 504.0 | 15120 | 1.0783 | 0.775 |
| 0.0519 | 505.0 | 15150 | 0.9681 | 0.7667 |
| 0.0519 | 506.0 | 15180 | 1.1011 | 0.775 |
| 0.0519 | 507.0 | 15210 | 0.9403 | 0.7917 |
| 0.0519 | 508.0 | 15240 | 0.8061 | 0.7917 |
| 0.0519 | 509.0 | 15270 | 0.8726 | 0.8 |
| 0.0519 | 510.0 | 15300 | 1.1059 | 0.7417 |
| 0.0519 | 511.0 | 15330 | 0.8516 | 0.8125 |
| 0.0519 | 512.0 | 15360 | 1.1448 | 0.75 |
| 0.0519 | 513.0 | 15390 | 0.8929 | 0.7583 |
| 0.0519 | 514.0 | 15420 | 0.8666 | 0.8083 |
| 0.0519 | 515.0 | 15450 | 0.9064 | 0.7875 |
| 0.0519 | 516.0 | 15480 | 0.8795 | 0.8083 |
| 0.051 | 517.0 | 15510 | 1.0771 | 0.75 |
| 0.051 | 518.0 | 15540 | 0.9753 | 0.7875 |
| 0.051 | 519.0 | 15570 | 0.8163 | 0.825 |
| 0.051 | 520.0 | 15600 | 0.8755 | 0.7917 |
| 0.051 | 521.0 | 15630 | 0.9051 | 0.7833 |
| 0.051 | 522.0 | 15660 | 1.1984 | 0.7625 |
| 0.051 | 523.0 | 15690 | 1.0198 | 0.775 |
| 0.051 | 524.0 | 15720 | 1.0167 | 0.7958 |
| 0.051 | 525.0 | 15750 | 1.0155 | 0.7792 |
| 0.051 | 526.0 | 15780 | 1.0082 | 0.7458 |
| 0.051 | 527.0 | 15810 | 1.0284 | 0.75 |
| 0.051 | 528.0 | 15840 | 1.1984 | 0.7542 |
| 0.051 | 529.0 | 15870 | 0.7895 | 0.7875 |
| 0.051 | 530.0 | 15900 | 1.1221 | 0.7625 |
| 0.051 | 531.0 | 15930 | 0.9090 | 0.7875 |
| 0.051 | 532.0 | 15960 | 0.9495 | 0.7875 |
| 0.051 | 533.0 | 15990 | 0.9953 | 0.775 |
| 0.0443 | 534.0 | 16020 | 0.9892 | 0.7708 |
| 0.0443 | 535.0 | 16050 | 0.9191 | 0.7917 |
| 0.0443 | 536.0 | 16080 | 0.9072 | 0.7708 |
| 0.0443 | 537.0 | 16110 | 0.9554 | 0.7625 |
| 0.0443 | 538.0 | 16140 | 1.0217 | 0.7667 |
| 0.0443 | 539.0 | 16170 | 0.9230 | 0.7667 |
| 0.0443 | 540.0 | 16200 | 1.0109 | 0.7708 |
| 0.0443 | 541.0 | 16230 | 0.9582 | 0.7667 |
| 0.0443 | 542.0 | 16260 | 0.8373 | 0.7917 |
| 0.0443 | 543.0 | 16290 | 1.0174 | 0.7833 |
| 0.0443 | 544.0 | 16320 | 0.9116 | 0.7833 |
| 0.0443 | 545.0 | 16350 | 0.8073 | 0.7625 |
| 0.0443 | 546.0 | 16380 | 0.8774 | 0.8125 |
| 0.0443 | 547.0 | 16410 | 0.9941 | 0.8 |
| 0.0443 | 548.0 | 16440 | 1.0271 | 0.7708 |
| 0.0443 | 549.0 | 16470 | 1.1320 | 0.8 |
| 0.0482 | 550.0 | 16500 | 0.9242 | 0.7833 |
| 0.0482 | 551.0 | 16530 | 1.1143 | 0.7875 |
| 0.0482 | 552.0 | 16560 | 0.8519 | 0.7958 |
| 0.0482 | 553.0 | 16590 | 0.9047 | 0.7667 |
| 0.0482 | 554.0 | 16620 | 1.0526 | 0.7625 |
| 0.0482 | 555.0 | 16650 | 1.0065 | 0.7958 |
| 0.0482 | 556.0 | 16680 | 0.7897 | 0.8083 |
| 0.0482 | 557.0 | 16710 | 0.9977 | 0.7708 |
| 0.0482 | 558.0 | 16740 | 0.9471 | 0.7958 |
| 0.0482 | 559.0 | 16770 | 0.8924 | 0.8083 |
| 0.0482 | 560.0 | 16800 | 1.0979 | 0.8 |
| 0.0482 | 561.0 | 16830 | 0.9277 | 0.7792 |
| 0.0482 | 562.0 | 16860 | 0.9281 | 0.7917 |
| 0.0482 | 563.0 | 16890 | 0.9837 | 0.7917 |
| 0.0482 | 564.0 | 16920 | 1.0288 | 0.7833 |
| 0.0482 | 565.0 | 16950 | 0.9448 | 0.7833 |
| 0.0482 | 566.0 | 16980 | 0.9409 | 0.7542 |
| 0.0425 | 567.0 | 17010 | 0.9580 | 0.8 |
| 0.0425 | 568.0 | 17040 | 0.9897 | 0.8208 |
| 0.0425 | 569.0 | 17070 | 0.9118 | 0.7917 |
| 0.0425 | 570.0 | 17100 | 0.8612 | 0.8042 |
| 0.0425 | 571.0 | 17130 | 1.0763 | 0.7792 |
| 0.0425 | 572.0 | 17160 | 1.2041 | 0.8042 |
| 0.0425 | 573.0 | 17190 | 1.0140 | 0.8 |
| 0.0425 | 574.0 | 17220 | 1.0150 | 0.775 |
| 0.0425 | 575.0 | 17250 | 0.9961 | 0.7958 |
| 0.0425 | 576.0 | 17280 | 0.9425 | 0.7958 |
| 0.0425 | 577.0 | 17310 | 1.0492 | 0.7958 |
| 0.0425 | 578.0 | 17340 | 1.1043 | 0.7667 |
| 0.0425 | 579.0 | 17370 | 1.0070 | 0.7792 |
| 0.0425 | 580.0 | 17400 | 0.9145 | 0.7917 |
| 0.0425 | 581.0 | 17430 | 0.9027 | 0.7667 |
| 0.0425 | 582.0 | 17460 | 1.0716 | 0.7417 |
| 0.0425 | 583.0 | 17490 | 1.0289 | 0.7708 |
| 0.04 | 584.0 | 17520 | 1.1259 | 0.7417 |
| 0.04 | 585.0 | 17550 | 1.0531 | 0.775 |
| 0.04 | 586.0 | 17580 | 1.1063 | 0.7583 |
| 0.04 | 587.0 | 17610 | 0.8817 | 0.7958 |
| 0.04 | 588.0 | 17640 | 1.1537 | 0.775 |
| 0.04 | 589.0 | 17670 | 0.9091 | 0.7708 |
| 0.04 | 590.0 | 17700 | 1.0775 | 0.775 |
| 0.04 | 591.0 | 17730 | 1.2687 | 0.7292 |
| 0.04 | 592.0 | 17760 | 1.1212 | 0.7708 |
| 0.04 | 593.0 | 17790 | 1.1881 | 0.7667 |
| 0.04 | 594.0 | 17820 | 0.8995 | 0.7667 |
| 0.04 | 595.0 | 17850 | 1.1407 | 0.75 |
| 0.04 | 596.0 | 17880 | 1.1037 | 0.775 |
| 0.04 | 597.0 | 17910 | 1.0381 | 0.7833 |
| 0.04 | 598.0 | 17940 | 1.0942 | 0.7708 |
| 0.04 | 599.0 | 17970 | 1.0618 | 0.7625 |
| 0.0424 | 600.0 | 18000 | 1.1417 | 0.7958 |
| 0.0424 | 601.0 | 18030 | 0.9643 | 0.8 |
| 0.0424 | 602.0 | 18060 | 1.0011 | 0.7958 |
| 0.0424 | 603.0 | 18090 | 1.1746 | 0.7667 |
| 0.0424 | 604.0 | 18120 | 1.0480 | 0.8042 |
| 0.0424 | 605.0 | 18150 | 1.0217 | 0.7875 |
| 0.0424 | 606.0 | 18180 | 1.1289 | 0.7875 |
| 0.0424 | 607.0 | 18210 | 1.0391 | 0.7958 |
| 0.0424 | 608.0 | 18240 | 0.9223 | 0.7833 |
| 0.0424 | 609.0 | 18270 | 0.9656 | 0.7792 |
| 0.0424 | 610.0 | 18300 | 0.9802 | 0.8042 |
| 0.0424 | 611.0 | 18330 | 0.8627 | 0.7917 |
| 0.0424 | 612.0 | 18360 | 1.0566 | 0.7583 |
| 0.0424 | 613.0 | 18390 | 0.9372 | 0.8042 |
| 0.0424 | 614.0 | 18420 | 1.0899 | 0.7667 |
| 0.0424 | 615.0 | 18450 | 0.9943 | 0.8 |
| 0.0424 | 616.0 | 18480 | 1.0667 | 0.7583 |
| 0.0384 | 617.0 | 18510 | 0.9348 | 0.7833 |
| 0.0384 | 618.0 | 18540 | 0.9068 | 0.8042 |
| 0.0384 | 619.0 | 18570 | 0.9632 | 0.8083 |
| 0.0384 | 620.0 | 18600 | 0.9791 | 0.8083 |
| 0.0384 | 621.0 | 18630 | 1.0912 | 0.7917 |
| 0.0384 | 622.0 | 18660 | 0.9291 | 0.8 |
| 0.0384 | 623.0 | 18690 | 1.0545 | 0.775 |
| 0.0384 | 624.0 | 18720 | 0.9779 | 0.7833 |
| 0.0384 | 625.0 | 18750 | 1.1038 | 0.7792 |
| 0.0384 | 626.0 | 18780 | 0.7907 | 0.8208 |
| 0.0384 | 627.0 | 18810 | 1.0893 | 0.7958 |
| 0.0384 | 628.0 | 18840 | 0.8459 | 0.825 |
| 0.0384 | 629.0 | 18870 | 1.1719 | 0.7708 |
| 0.0384 | 630.0 | 18900 | 0.9541 | 0.7792 |
| 0.0384 | 631.0 | 18930 | 1.2298 | 0.775 |
| 0.0384 | 632.0 | 18960 | 1.1361 | 0.75 |
| 0.0384 | 633.0 | 18990 | 1.1265 | 0.7667 |
| 0.0338 | 634.0 | 19020 | 0.9982 | 0.8042 |
| 0.0338 | 635.0 | 19050 | 0.9905 | 0.8042 |
| 0.0338 | 636.0 | 19080 | 1.3666 | 0.7625 |
| 0.0338 | 637.0 | 19110 | 1.1413 | 0.8083 |
| 0.0338 | 638.0 | 19140 | 1.0829 | 0.7875 |
| 0.0338 | 639.0 | 19170 | 1.0280 | 0.7833 |
| 0.0338 | 640.0 | 19200 | 0.9060 | 0.8042 |
| 0.0338 | 641.0 | 19230 | 1.1426 | 0.7583 |
| 0.0338 | 642.0 | 19260 | 1.0235 | 0.775 |
| 0.0338 | 643.0 | 19290 | 1.3322 | 0.7542 |
| 0.0338 | 644.0 | 19320 | 1.2293 | 0.7708 |
| 0.0338 | 645.0 | 19350 | 0.9707 | 0.8 |
| 0.0338 | 646.0 | 19380 | 1.1312 | 0.7583 |
| 0.0338 | 647.0 | 19410 | 1.1248 | 0.7833 |
| 0.0338 | 648.0 | 19440 | 1.0716 | 0.7792 |
| 0.0338 | 649.0 | 19470 | 1.0553 | 0.8042 |
| 0.0385 | 650.0 | 19500 | 1.0426 | 0.8083 |
| 0.0385 | 651.0 | 19530 | 1.2204 | 0.7458 |
| 0.0385 | 652.0 | 19560 | 0.9107 | 0.8 |
| 0.0385 | 653.0 | 19590 | 1.3038 | 0.7583 |
| 0.0385 | 654.0 | 19620 | 1.2031 | 0.7417 |
| 0.0385 | 655.0 | 19650 | 1.1108 | 0.7458 |
| 0.0385 | 656.0 | 19680 | 1.2788 | 0.7917 |
| 0.0385 | 657.0 | 19710 | 0.9632 | 0.8292 |
| 0.0385 | 658.0 | 19740 | 1.0638 | 0.7958 |
| 0.0385 | 659.0 | 19770 | 0.8664 | 0.8 |
| 0.0385 | 660.0 | 19800 | 1.0600 | 0.7708 |
| 0.0385 | 661.0 | 19830 | 1.1436 | 0.7625 |
| 0.0385 | 662.0 | 19860 | 1.2493 | 0.8042 |
| 0.0385 | 663.0 | 19890 | 1.1268 | 0.775 |
| 0.0385 | 664.0 | 19920 | 1.0522 | 0.7708 |
| 0.0385 | 665.0 | 19950 | 1.0047 | 0.7958 |
| 0.0385 | 666.0 | 19980 | 1.1241 | 0.75 |
| 0.0323 | 667.0 | 20010 | 1.0234 | 0.7875 |
| 0.0323 | 668.0 | 20040 | 0.9342 | 0.8167 |
| 0.0323 | 669.0 | 20070 | 1.2394 | 0.7875 |
| 0.0323 | 670.0 | 20100 | 1.1028 | 0.775 |
| 0.0323 | 671.0 | 20130 | 0.9562 | 0.8042 |
| 0.0323 | 672.0 | 20160 | 1.2145 | 0.7583 |
| 0.0323 | 673.0 | 20190 | 1.0855 | 0.7833 |
| 0.0323 | 674.0 | 20220 | 1.3850 | 0.7708 |
| 0.0323 | 675.0 | 20250 | 0.9828 | 0.7958 |
| 0.0323 | 676.0 | 20280 | 1.1585 | 0.8167 |
| 0.0323 | 677.0 | 20310 | 0.9875 | 0.7625 |
| 0.0323 | 678.0 | 20340 | 1.0551 | 0.7792 |
| 0.0323 | 679.0 | 20370 | 1.0060 | 0.7792 |
| 0.0323 | 680.0 | 20400 | 1.1597 | 0.7875 |
| 0.0323 | 681.0 | 20430 | 1.3096 | 0.7792 |
| 0.0323 | 682.0 | 20460 | 1.1257 | 0.7833 |
| 0.0323 | 683.0 | 20490 | 1.2330 | 0.7708 |
| 0.0283 | 684.0 | 20520 | 1.0005 | 0.7917 |
| 0.0283 | 685.0 | 20550 | 1.0816 | 0.7625 |
| 0.0283 | 686.0 | 20580 | 1.1316 | 0.7917 |
| 0.0283 | 687.0 | 20610 | 1.0168 | 0.7958 |
| 0.0283 | 688.0 | 20640 | 1.0353 | 0.8208 |
| 0.0283 | 689.0 | 20670 | 0.9711 | 0.7875 |
| 0.0283 | 690.0 | 20700 | 1.0280 | 0.7917 |
| 0.0283 | 691.0 | 20730 | 1.0708 | 0.8 |
| 0.0283 | 692.0 | 20760 | 1.2052 | 0.7583 |
| 0.0283 | 693.0 | 20790 | 1.1467 | 0.7625 |
| 0.0283 | 694.0 | 20820 | 0.9665 | 0.8 |
| 0.0283 | 695.0 | 20850 | 1.2117 | 0.7667 |
| 0.0283 | 696.0 | 20880 | 0.9303 | 0.8042 |
| 0.0283 | 697.0 | 20910 | 1.0587 | 0.7833 |
| 0.0283 | 698.0 | 20940 | 1.0979 | 0.7833 |
| 0.0283 | 699.0 | 20970 | 0.9975 | 0.8042 |
| 0.0326 | 700.0 | 21000 | 1.1632 | 0.7875 |
| 0.0326 | 701.0 | 21030 | 0.9511 | 0.8167 |
| 0.0326 | 702.0 | 21060 | 1.1559 | 0.7542 |
| 0.0326 | 703.0 | 21090 | 1.2330 | 0.7583 |
| 0.0326 | 704.0 | 21120 | 0.9977 | 0.7833 |
| 0.0326 | 705.0 | 21150 | 1.1061 | 0.775 |
| 0.0326 | 706.0 | 21180 | 1.1159 | 0.7917 |
| 0.0326 | 707.0 | 21210 | 0.9022 | 0.8292 |
| 0.0326 | 708.0 | 21240 | 1.1994 | 0.75 |
| 0.0326 | 709.0 | 21270 | 0.9543 | 0.8208 |
| 0.0326 | 710.0 | 21300 | 0.9715 | 0.8125 |
| 0.0326 | 711.0 | 21330 | 1.3772 | 0.7708 |
| 0.0326 | 712.0 | 21360 | 1.0394 | 0.8083 |
| 0.0326 | 713.0 | 21390 | 0.9502 | 0.7958 |
| 0.0326 | 714.0 | 21420 | 1.1898 | 0.7583 |
| 0.0326 | 715.0 | 21450 | 1.0820 | 0.8 |
| 0.0326 | 716.0 | 21480 | 1.3499 | 0.7375 |
| 0.0301 | 717.0 | 21510 | 1.2789 | 0.7667 |
| 0.0301 | 718.0 | 21540 | 1.0876 | 0.7833 |
| 0.0301 | 719.0 | 21570 | 1.1392 | 0.775 |
| 0.0301 | 720.0 | 21600 | 1.2245 | 0.7667 |
| 0.0301 | 721.0 | 21630 | 1.1443 | 0.8042 |
| 0.0301 | 722.0 | 21660 | 1.1618 | 0.7917 |
| 0.0301 | 723.0 | 21690 | 1.0548 | 0.7958 |
| 0.0301 | 724.0 | 21720 | 1.0702 | 0.8083 |
| 0.0301 | 725.0 | 21750 | 1.0840 | 0.7833 |
| 0.0301 | 726.0 | 21780 | 1.2450 | 0.8125 |
| 0.0301 | 727.0 | 21810 | 1.1175 | 0.7917 |
| 0.0301 | 728.0 | 21840 | 1.3475 | 0.7833 |
| 0.0301 | 729.0 | 21870 | 1.1527 | 0.7625 |
| 0.0301 | 730.0 | 21900 | 1.0586 | 0.7625 |
| 0.0301 | 731.0 | 21930 | 1.0848 | 0.7917 |
| 0.0301 | 732.0 | 21960 | 1.1244 | 0.7708 |
| 0.0301 | 733.0 | 21990 | 1.1275 | 0.775 |
| 0.0272 | 734.0 | 22020 | 0.9909 | 0.8042 |
| 0.0272 | 735.0 | 22050 | 1.2026 | 0.7625 |
| 0.0272 | 736.0 | 22080 | 1.0991 | 0.8125 |
| 0.0272 | 737.0 | 22110 | 1.2394 | 0.7708 |
| 0.0272 | 738.0 | 22140 | 1.0878 | 0.7917 |
| 0.0272 | 739.0 | 22170 | 1.1101 | 0.8125 |
| 0.0272 | 740.0 | 22200 | 1.1070 | 0.8167 |
| 0.0272 | 741.0 | 22230 | 1.0441 | 0.8125 |
| 0.0272 | 742.0 | 22260 | 1.0896 | 0.7958 |
| 0.0272 | 743.0 | 22290 | 1.0720 | 0.8333 |
| 0.0272 | 744.0 | 22320 | 1.0240 | 0.8 |
| 0.0272 | 745.0 | 22350 | 1.0434 | 0.7875 |
| 0.0272 | 746.0 | 22380 | 1.3495 | 0.7708 |
| 0.0272 | 747.0 | 22410 | 1.0755 | 0.775 |
| 0.0272 | 748.0 | 22440 | 1.2062 | 0.7917 |
| 0.0272 | 749.0 | 22470 | 1.1181 | 0.8167 |
| 0.0249 | 750.0 | 22500 | 0.8874 | 0.8 |
| 0.0249 | 751.0 | 22530 | 1.0670 | 0.8042 |
| 0.0249 | 752.0 | 22560 | 1.0972 | 0.8042 |
| 0.0249 | 753.0 | 22590 | 1.2970 | 0.7583 |
| 0.0249 | 754.0 | 22620 | 1.1709 | 0.7875 |
| 0.0249 | 755.0 | 22650 | 1.0521 | 0.8125 |
| 0.0249 | 756.0 | 22680 | 1.1236 | 0.8042 |
| 0.0249 | 757.0 | 22710 | 1.2493 | 0.7792 |
| 0.0249 | 758.0 | 22740 | 1.2774 | 0.8042 |
| 0.0249 | 759.0 | 22770 | 0.9895 | 0.8167 |
| 0.0249 | 760.0 | 22800 | 1.1395 | 0.7833 |
| 0.0249 | 761.0 | 22830 | 1.0139 | 0.8083 |
| 0.0249 | 762.0 | 22860 | 1.2967 | 0.8 |
| 0.0249 | 763.0 | 22890 | 1.1264 | 0.7833 |
| 0.0249 | 764.0 | 22920 | 1.1385 | 0.775 |
| 0.0249 | 765.0 | 22950 | 1.0383 | 0.7958 |
| 0.0249 | 766.0 | 22980 | 1.2166 | 0.8 |
| 0.0262 | 767.0 | 23010 | 1.0318 | 0.8042 |
| 0.0262 | 768.0 | 23040 | 1.2273 | 0.7792 |
| 0.0262 | 769.0 | 23070 | 1.1309 | 0.8167 |
| 0.0262 | 770.0 | 23100 | 1.2404 | 0.7792 |
| 0.0262 | 771.0 | 23130 | 1.2287 | 0.7917 |
| 0.0262 | 772.0 | 23160 | 1.0488 | 0.8208 |
| 0.0262 | 773.0 | 23190 | 1.0266 | 0.7833 |
| 0.0262 | 774.0 | 23220 | 1.1560 | 0.7792 |
| 0.0262 | 775.0 | 23250 | 1.2589 | 0.775 |
| 0.0262 | 776.0 | 23280 | 1.2857 | 0.7542 |
| 0.0262 | 777.0 | 23310 | 1.0205 | 0.7958 |
| 0.0262 | 778.0 | 23340 | 0.9728 | 0.8292 |
| 0.0262 | 779.0 | 23370 | 1.1494 | 0.7958 |
| 0.0262 | 780.0 | 23400 | 1.1652 | 0.7708 |
| 0.0262 | 781.0 | 23430 | 1.1576 | 0.8 |
| 0.0262 | 782.0 | 23460 | 1.1547 | 0.8042 |
| 0.0262 | 783.0 | 23490 | 1.0655 | 0.7792 |
| 0.0253 | 784.0 | 23520 | 1.0329 | 0.8 |
| 0.0253 | 785.0 | 23550 | 1.2010 | 0.7875 |
| 0.0253 | 786.0 | 23580 | 1.3480 | 0.7917 |
| 0.0253 | 787.0 | 23610 | 1.0791 | 0.775 |
| 0.0253 | 788.0 | 23640 | 1.1344 | 0.7875 |
| 0.0253 | 789.0 | 23670 | 1.3103 | 0.7958 |
| 0.0253 | 790.0 | 23700 | 1.2800 | 0.7917 |
| 0.0253 | 791.0 | 23730 | 1.3279 | 0.7792 |
| 0.0253 | 792.0 | 23760 | 1.2755 | 0.825 |
| 0.0253 | 793.0 | 23790 | 1.2713 | 0.7792 |
| 0.0253 | 794.0 | 23820 | 1.2899 | 0.8 |
| 0.0253 | 795.0 | 23850 | 1.2386 | 0.7833 |
| 0.0253 | 796.0 | 23880 | 1.1535 | 0.8 |
| 0.0253 | 797.0 | 23910 | 1.0342 | 0.8125 |
| 0.0253 | 798.0 | 23940 | 1.0722 | 0.7958 |
| 0.0253 | 799.0 | 23970 | 1.2387 | 0.8 |
| 0.0207 | 800.0 | 24000 | 1.0833 | 0.8167 |
| 0.0207 | 801.0 | 24030 | 1.1337 | 0.7792 |
| 0.0207 | 802.0 | 24060 | 1.1895 | 0.7667 |
| 0.0207 | 803.0 | 24090 | 0.9990 | 0.8125 |
| 0.0207 | 804.0 | 24120 | 1.0142 | 0.8083 |
| 0.0207 | 805.0 | 24150 | 1.1297 | 0.7958 |
| 0.0207 | 806.0 | 24180 | 0.9841 | 0.7917 |
| 0.0207 | 807.0 | 24210 | 1.3211 | 0.7625 |
| 0.0207 | 808.0 | 24240 | 1.3687 | 0.7792 |
| 0.0207 | 809.0 | 24270 | 1.4000 | 0.8083 |
| 0.0207 | 810.0 | 24300 | 1.0097 | 0.7833 |
| 0.0207 | 811.0 | 24330 | 0.9740 | 0.8083 |
| 0.0207 | 812.0 | 24360 | 1.4046 | 0.7708 |
| 0.0207 | 813.0 | 24390 | 1.1827 | 0.7833 |
| 0.0207 | 814.0 | 24420 | 0.9860 | 0.8 |
| 0.0207 | 815.0 | 24450 | 1.1385 | 0.775 |
| 0.0207 | 816.0 | 24480 | 1.2281 | 0.8125 |
| 0.0231 | 817.0 | 24510 | 1.3088 | 0.8042 |
| 0.0231 | 818.0 | 24540 | 1.1096 | 0.8 |
| 0.0231 | 819.0 | 24570 | 0.9547 | 0.7833 |
| 0.0231 | 820.0 | 24600 | 1.0840 | 0.7625 |
| 0.0231 | 821.0 | 24630 | 1.1569 | 0.7875 |
| 0.0231 | 822.0 | 24660 | 1.1002 | 0.7792 |
| 0.0231 | 823.0 | 24690 | 1.1376 | 0.7917 |
| 0.0231 | 824.0 | 24720 | 1.0571 | 0.8 |
| 0.0231 | 825.0 | 24750 | 1.0773 | 0.8083 |
| 0.0231 | 826.0 | 24780 | 1.1077 | 0.7833 |
| 0.0231 | 827.0 | 24810 | 1.2458 | 0.775 |
| 0.0231 | 828.0 | 24840 | 1.1643 | 0.7625 |
| 0.0231 | 829.0 | 24870 | 1.3109 | 0.8042 |
| 0.0231 | 830.0 | 24900 | 1.2572 | 0.7833 |
| 0.0231 | 831.0 | 24930 | 1.1068 | 0.8083 |
| 0.0231 | 832.0 | 24960 | 1.1389 | 0.8 |
| 0.0231 | 833.0 | 24990 | 1.0897 | 0.7958 |
| 0.0207 | 834.0 | 25020 | 1.2637 | 0.8042 |
| 0.0207 | 835.0 | 25050 | 1.3100 | 0.7833 |
| 0.0207 | 836.0 | 25080 | 0.9977 | 0.8 |
| 0.0207 | 837.0 | 25110 | 1.1378 | 0.8083 |
| 0.0207 | 838.0 | 25140 | 1.3694 | 0.7917 |
| 0.0207 | 839.0 | 25170 | 1.0631 | 0.8167 |
| 0.0207 | 840.0 | 25200 | 1.1366 | 0.7875 |
| 0.0207 | 841.0 | 25230 | 1.2233 | 0.7625 |
| 0.0207 | 842.0 | 25260 | 1.2924 | 0.7792 |
| 0.0207 | 843.0 | 25290 | 1.2211 | 0.8083 |
| 0.0207 | 844.0 | 25320 | 1.1005 | 0.8 |
| 0.0207 | 845.0 | 25350 | 1.2151 | 0.825 |
| 0.0207 | 846.0 | 25380 | 1.1359 | 0.8 |
| 0.0207 | 847.0 | 25410 | 0.8798 | 0.8208 |
| 0.0207 | 848.0 | 25440 | 1.1880 | 0.7833 |
| 0.0207 | 849.0 | 25470 | 0.9717 | 0.825 |
| 0.0215 | 850.0 | 25500 | 1.5594 | 0.7625 |
| 0.0215 | 851.0 | 25530 | 1.1872 | 0.8083 |
| 0.0215 | 852.0 | 25560 | 1.1898 | 0.8042 |
| 0.0215 | 853.0 | 25590 | 1.1967 | 0.7958 |
| 0.0215 | 854.0 | 25620 | 1.1443 | 0.7667 |
| 0.0215 | 855.0 | 25650 | 1.1826 | 0.7708 |
| 0.0215 | 856.0 | 25680 | 1.1462 | 0.7875 |
| 0.0215 | 857.0 | 25710 | 1.4278 | 0.7625 |
| 0.0215 | 858.0 | 25740 | 1.2068 | 0.8 |
| 0.0215 | 859.0 | 25770 | 1.2596 | 0.7875 |
| 0.0215 | 860.0 | 25800 | 1.1978 | 0.7958 |
| 0.0215 | 861.0 | 25830 | 1.2896 | 0.7958 |
| 0.0215 | 862.0 | 25860 | 1.2299 | 0.7542 |
| 0.0215 | 863.0 | 25890 | 1.2064 | 0.7583 |
| 0.0215 | 864.0 | 25920 | 1.1525 | 0.7875 |
| 0.0215 | 865.0 | 25950 | 1.2343 | 0.7625 |
| 0.0215 | 866.0 | 25980 | 1.0024 | 0.7875 |
| 0.0204 | 867.0 | 26010 | 1.0836 | 0.8125 |
| 0.0204 | 868.0 | 26040 | 1.1291 | 0.7792 |
| 0.0204 | 869.0 | 26070 | 1.0985 | 0.8125 |
| 0.0204 | 870.0 | 26100 | 0.9606 | 0.8125 |
| 0.0204 | 871.0 | 26130 | 1.0972 | 0.7917 |
| 0.0204 | 872.0 | 26160 | 1.2781 | 0.7833 |
| 0.0204 | 873.0 | 26190 | 1.2422 | 0.7792 |
| 0.0204 | 874.0 | 26220 | 1.1804 | 0.7917 |
| 0.0204 | 875.0 | 26250 | 1.1486 | 0.7958 |
| 0.0204 | 876.0 | 26280 | 1.2045 | 0.7583 |
| 0.0204 | 877.0 | 26310 | 1.3727 | 0.8 |
| 0.0204 | 878.0 | 26340 | 1.3952 | 0.7958 |
| 0.0204 | 879.0 | 26370 | 1.3071 | 0.7458 |
| 0.0204 | 880.0 | 26400 | 1.2558 | 0.7667 |
| 0.0204 | 881.0 | 26430 | 0.9884 | 0.825 |
| 0.0204 | 882.0 | 26460 | 1.1677 | 0.8083 |
| 0.0204 | 883.0 | 26490 | 1.0072 | 0.8208 |
| 0.0191 | 884.0 | 26520 | 1.2943 | 0.8042 |
| 0.0191 | 885.0 | 26550 | 1.0277 | 0.8042 |
| 0.0191 | 886.0 | 26580 | 1.0072 | 0.8125 |
| 0.0191 | 887.0 | 26610 | 1.1419 | 0.775 |
| 0.0191 | 888.0 | 26640 | 1.2148 | 0.8083 |
| 0.0191 | 889.0 | 26670 | 1.2696 | 0.7583 |
| 0.0191 | 890.0 | 26700 | 0.9889 | 0.8167 |
| 0.0191 | 891.0 | 26730 | 0.9741 | 0.7958 |
| 0.0191 | 892.0 | 26760 | 1.1884 | 0.8208 |
| 0.0191 | 893.0 | 26790 | 1.1508 | 0.7833 |
| 0.0191 | 894.0 | 26820 | 1.2028 | 0.8208 |
| 0.0191 | 895.0 | 26850 | 1.2590 | 0.8208 |
| 0.0191 | 896.0 | 26880 | 0.9745 | 0.8208 |
| 0.0191 | 897.0 | 26910 | 1.4040 | 0.7667 |
| 0.0191 | 898.0 | 26940 | 1.0628 | 0.7667 |
| 0.0191 | 899.0 | 26970 | 1.1360 | 0.775 |
| 0.0166 | 900.0 | 27000 | 1.1260 | 0.8167 |
| 0.0166 | 901.0 | 27030 | 1.0662 | 0.8125 |
| 0.0166 | 902.0 | 27060 | 1.2636 | 0.7625 |
| 0.0166 | 903.0 | 27090 | 1.2996 | 0.7792 |
| 0.0166 | 904.0 | 27120 | 1.2951 | 0.7792 |
| 0.0166 | 905.0 | 27150 | 0.9613 | 0.8042 |
| 0.0166 | 906.0 | 27180 | 1.0893 | 0.8125 |
| 0.0166 | 907.0 | 27210 | 1.3048 | 0.7958 |
| 0.0166 | 908.0 | 27240 | 1.0748 | 0.7875 |
| 0.0166 | 909.0 | 27270 | 1.3204 | 0.7708 |
| 0.0166 | 910.0 | 27300 | 1.2628 | 0.8083 |
| 0.0166 | 911.0 | 27330 | 1.2394 | 0.7833 |
| 0.0166 | 912.0 | 27360 | 1.1889 | 0.8125 |
| 0.0166 | 913.0 | 27390 | 1.0724 | 0.8167 |
| 0.0166 | 914.0 | 27420 | 1.2091 | 0.7583 |
| 0.0166 | 915.0 | 27450 | 1.2722 | 0.7583 |
| 0.0166 | 916.0 | 27480 | 1.0382 | 0.7917 |
| 0.0184 | 917.0 | 27510 | 1.1779 | 0.7833 |
| 0.0184 | 918.0 | 27540 | 1.1789 | 0.7833 |
| 0.0184 | 919.0 | 27570 | 1.2081 | 0.7833 |
| 0.0184 | 920.0 | 27600 | 1.2754 | 0.7917 |
| 0.0184 | 921.0 | 27630 | 1.2520 | 0.8 |
| 0.0184 | 922.0 | 27660 | 1.2760 | 0.7583 |
| 0.0184 | 923.0 | 27690 | 1.1261 | 0.8042 |
| 0.0184 | 924.0 | 27720 | 1.0372 | 0.8083 |
| 0.0184 | 925.0 | 27750 | 0.9795 | 0.8167 |
| 0.0184 | 926.0 | 27780 | 1.3099 | 0.775 |
| 0.0184 | 927.0 | 27810 | 1.2417 | 0.7625 |
| 0.0184 | 928.0 | 27840 | 1.2214 | 0.75 |
| 0.0184 | 929.0 | 27870 | 1.3354 | 0.7917 |
| 0.0184 | 930.0 | 27900 | 1.2369 | 0.7958 |
| 0.0184 | 931.0 | 27930 | 1.2308 | 0.7958 |
| 0.0184 | 932.0 | 27960 | 1.0644 | 0.8042 |
| 0.0184 | 933.0 | 27990 | 1.2438 | 0.8 |
| 0.0152 | 934.0 | 28020 | 1.1781 | 0.7875 |
| 0.0152 | 935.0 | 28050 | 1.0581 | 0.8042 |
| 0.0152 | 936.0 | 28080 | 1.3594 | 0.7875 |
| 0.0152 | 937.0 | 28110 | 1.3270 | 0.7625 |
| 0.0152 | 938.0 | 28140 | 1.4216 | 0.7833 |
| 0.0152 | 939.0 | 28170 | 1.4995 | 0.7542 |
| 0.0152 | 940.0 | 28200 | 0.9541 | 0.825 |
| 0.0152 | 941.0 | 28230 | 1.1239 | 0.7667 |
| 0.0152 | 942.0 | 28260 | 1.1585 | 0.7792 |
| 0.0152 | 943.0 | 28290 | 1.2934 | 0.7625 |
| 0.0152 | 944.0 | 28320 | 1.0039 | 0.7875 |
| 0.0152 | 945.0 | 28350 | 1.0728 | 0.7833 |
| 0.0152 | 946.0 | 28380 | 1.2731 | 0.8 |
| 0.0152 | 947.0 | 28410 | 1.2042 | 0.8125 |
| 0.0152 | 948.0 | 28440 | 1.3425 | 0.7667 |
| 0.0152 | 949.0 | 28470 | 1.2167 | 0.7958 |
| 0.0154 | 950.0 | 28500 | 1.1224 | 0.8 |
| 0.0154 | 951.0 | 28530 | 1.0493 | 0.8167 |
| 0.0154 | 952.0 | 28560 | 1.4145 | 0.7708 |
| 0.0154 | 953.0 | 28590 | 1.2137 | 0.7917 |
| 0.0154 | 954.0 | 28620 | 1.2327 | 0.8125 |
| 0.0154 | 955.0 | 28650 | 1.2070 | 0.8167 |
| 0.0154 | 956.0 | 28680 | 1.0862 | 0.8042 |
| 0.0154 | 957.0 | 28710 | 1.0016 | 0.8083 |
| 0.0154 | 958.0 | 28740 | 1.2085 | 0.8042 |
| 0.0154 | 959.0 | 28770 | 1.0550 | 0.8083 |
| 0.0154 | 960.0 | 28800 | 1.1622 | 0.7917 |
| 0.0154 | 961.0 | 28830 | 1.1003 | 0.8292 |
| 0.0154 | 962.0 | 28860 | 1.1365 | 0.7958 |
| 0.0154 | 963.0 | 28890 | 1.3100 | 0.7667 |
| 0.0154 | 964.0 | 28920 | 1.2175 | 0.7792 |
| 0.0154 | 965.0 | 28950 | 1.2421 | 0.7833 |
| 0.0154 | 966.0 | 28980 | 1.2706 | 0.7875 |
| 0.0155 | 967.0 | 29010 | 0.9261 | 0.8125 |
| 0.0155 | 968.0 | 29040 | 1.5476 | 0.7917 |
| 0.0155 | 969.0 | 29070 | 1.3698 | 0.7917 |
| 0.0155 | 970.0 | 29100 | 1.3555 | 0.8292 |
| 0.0155 | 971.0 | 29130 | 1.3758 | 0.7875 |
| 0.0155 | 972.0 | 29160 | 1.1446 | 0.8083 |
| 0.0155 | 973.0 | 29190 | 1.1567 | 0.825 |
| 0.0155 | 974.0 | 29220 | 1.2239 | 0.7958 |
| 0.0155 | 975.0 | 29250 | 1.2984 | 0.775 |
| 0.0155 | 976.0 | 29280 | 1.3331 | 0.8042 |
| 0.0155 | 977.0 | 29310 | 1.3698 | 0.7708 |
| 0.0155 | 978.0 | 29340 | 1.3179 | 0.7917 |
| 0.0155 | 979.0 | 29370 | 1.2027 | 0.8 |
| 0.0155 | 980.0 | 29400 | 0.9489 | 0.8208 |
| 0.0155 | 981.0 | 29430 | 1.1286 | 0.7708 |
| 0.0155 | 982.0 | 29460 | 1.2550 | 0.8125 |
| 0.0155 | 983.0 | 29490 | 1.3201 | 0.7833 |
| 0.0176 | 984.0 | 29520 | 1.1823 | 0.8 |
| 0.0176 | 985.0 | 29550 | 1.6433 | 0.7875 |
| 0.0176 | 986.0 | 29580 | 1.1672 | 0.7792 |
| 0.0176 | 987.0 | 29610 | 1.3200 | 0.7917 |
| 0.0176 | 988.0 | 29640 | 1.1838 | 0.8 |
| 0.0176 | 989.0 | 29670 | 1.2769 | 0.7708 |
| 0.0176 | 990.0 | 29700 | 1.1194 | 0.8333 |
| 0.0176 | 991.0 | 29730 | 1.1779 | 0.7708 |
| 0.0176 | 992.0 | 29760 | 1.4575 | 0.7833 |
| 0.0176 | 993.0 | 29790 | 1.3840 | 0.775 |
| 0.0176 | 994.0 | 29820 | 1.5852 | 0.7833 |
| 0.0176 | 995.0 | 29850 | 1.2423 | 0.8 |
| 0.0176 | 996.0 | 29880 | 1.2358 | 0.8167 |
| 0.0176 | 997.0 | 29910 | 1.3483 | 0.7792 |
| 0.0176 | 998.0 | 29940 | 1.4198 | 0.75 |
| 0.0176 | 999.0 | 29970 | 1.1185 | 0.7917 |
| 0.015 | 1000.0 | 30000 | 1.4292 | 0.8 |
| 0.015 | 1001.0 | 30030 | 1.3571 | 0.8 |
| 0.015 | 1002.0 | 30060 | 1.4920 | 0.7583 |
| 0.015 | 1003.0 | 30090 | 1.3661 | 0.8083 |
| 0.015 | 1004.0 | 30120 | 1.4176 | 0.7708 |
| 0.015 | 1005.0 | 30150 | 1.3307 | 0.825 |
| 0.015 | 1006.0 | 30180 | 1.4701 | 0.7792 |
| 0.015 | 1007.0 | 30210 | 1.2148 | 0.7875 |
| 0.015 | 1008.0 | 30240 | 1.2507 | 0.7667 |
| 0.015 | 1009.0 | 30270 | 1.0981 | 0.775 |
| 0.015 | 1010.0 | 30300 | 1.1084 | 0.8125 |
| 0.015 | 1011.0 | 30330 | 1.1015 | 0.8 |
| 0.015 | 1012.0 | 30360 | 1.3804 | 0.7917 |
| 0.015 | 1013.0 | 30390 | 1.2149 | 0.8125 |
| 0.015 | 1014.0 | 30420 | 1.0234 | 0.7958 |
| 0.015 | 1015.0 | 30450 | 1.2014 | 0.7958 |
| 0.015 | 1016.0 | 30480 | 1.0906 | 0.8125 |
| 0.0172 | 1017.0 | 30510 | 1.1625 | 0.8083 |
| 0.0172 | 1018.0 | 30540 | 1.1962 | 0.8167 |
| 0.0172 | 1019.0 | 30570 | 1.2694 | 0.8 |
| 0.0172 | 1020.0 | 30600 | 1.1312 | 0.8167 |
| 0.0172 | 1021.0 | 30630 | 1.6004 | 0.7125 |
| 0.0172 | 1022.0 | 30660 | 0.9532 | 0.8292 |
| 0.0172 | 1023.0 | 30690 | 1.2767 | 0.7833 |
| 0.0172 | 1024.0 | 30720 | 1.2132 | 0.8083 |
| 0.0172 | 1025.0 | 30750 | 1.4019 | 0.8 |
| 0.0172 | 1026.0 | 30780 | 1.1299 | 0.8167 |
| 0.0172 | 1027.0 | 30810 | 1.1287 | 0.7917 |
| 0.0172 | 1028.0 | 30840 | 1.1774 | 0.7667 |
| 0.0172 | 1029.0 | 30870 | 1.1074 | 0.8 |
| 0.0172 | 1030.0 | 30900 | 1.2399 | 0.8042 |
| 0.0172 | 1031.0 | 30930 | 1.1009 | 0.8 |
| 0.0172 | 1032.0 | 30960 | 1.2207 | 0.7667 |
| 0.0172 | 1033.0 | 30990 | 1.4750 | 0.7875 |
| 0.0168 | 1034.0 | 31020 | 1.1526 | 0.7875 |
| 0.0168 | 1035.0 | 31050 | 1.2182 | 0.8167 |
| 0.0168 | 1036.0 | 31080 | 1.1382 | 0.7917 |
| 0.0168 | 1037.0 | 31110 | 1.1549 | 0.7958 |
| 0.0168 | 1038.0 | 31140 | 1.1373 | 0.8375 |
| 0.0168 | 1039.0 | 31170 | 1.1892 | 0.775 |
| 0.0168 | 1040.0 | 31200 | 1.0540 | 0.8167 |
| 0.0168 | 1041.0 | 31230 | 1.0543 | 0.7875 |
| 0.0168 | 1042.0 | 31260 | 1.7781 | 0.7 |
| 0.0168 | 1043.0 | 31290 | 1.2750 | 0.7958 |
| 0.0168 | 1044.0 | 31320 | 1.0537 | 0.7958 |
| 0.0168 | 1045.0 | 31350 | 1.0793 | 0.7958 |
| 0.0168 | 1046.0 | 31380 | 1.2879 | 0.8 |
| 0.0168 | 1047.0 | 31410 | 1.2407 | 0.7917 |
| 0.0168 | 1048.0 | 31440 | 1.2887 | 0.7917 |
| 0.0168 | 1049.0 | 31470 | 1.1768 | 0.7917 |
| 0.0171 | 1050.0 | 31500 | 1.2488 | 0.8167 |
| 0.0171 | 1051.0 | 31530 | 1.2811 | 0.7667 |
| 0.0171 | 1052.0 | 31560 | 1.4288 | 0.7833 |
| 0.0171 | 1053.0 | 31590 | 1.1834 | 0.8208 |
| 0.0171 | 1054.0 | 31620 | 1.4607 | 0.7958 |
| 0.0171 | 1055.0 | 31650 | 1.2909 | 0.7875 |
| 0.0171 | 1056.0 | 31680 | 1.4200 | 0.7917 |
| 0.0171 | 1057.0 | 31710 | 1.1359 | 0.8167 |
| 0.0171 | 1058.0 | 31740 | 1.2413 | 0.8 |
| 0.0171 | 1059.0 | 31770 | 1.1094 | 0.8125 |
| 0.0171 | 1060.0 | 31800 | 1.1526 | 0.7833 |
| 0.0171 | 1061.0 | 31830 | 1.3996 | 0.7625 |
| 0.0171 | 1062.0 | 31860 | 1.2302 | 0.8083 |
| 0.0171 | 1063.0 | 31890 | 1.2330 | 0.775 |
| 0.0171 | 1064.0 | 31920 | 1.2275 | 0.8 |
| 0.0171 | 1065.0 | 31950 | 1.2238 | 0.8208 |
| 0.0171 | 1066.0 | 31980 | 1.2760 | 0.8083 |
| 0.015 | 1067.0 | 32010 | 1.1757 | 0.7917 |
| 0.015 | 1068.0 | 32040 | 1.3817 | 0.7833 |
| 0.015 | 1069.0 | 32070 | 1.3511 | 0.7625 |
| 0.015 | 1070.0 | 32100 | 1.2074 | 0.8042 |
| 0.015 | 1071.0 | 32130 | 1.3793 | 0.7792 |
| 0.015 | 1072.0 | 32160 | 1.0829 | 0.7875 |
| 0.015 | 1073.0 | 32190 | 1.1831 | 0.8042 |
| 0.015 | 1074.0 | 32220 | 1.3478 | 0.8083 |
| 0.015 | 1075.0 | 32250 | 1.2172 | 0.8 |
| 0.015 | 1076.0 | 32280 | 1.1870 | 0.7833 |
| 0.015 | 1077.0 | 32310 | 1.3886 | 0.7833 |
| 0.015 | 1078.0 | 32340 | 1.3042 | 0.8 |
| 0.015 | 1079.0 | 32370 | 1.2325 | 0.7958 |
| 0.015 | 1080.0 | 32400 | 1.5088 | 0.775 |
| 0.015 | 1081.0 | 32430 | 1.1727 | 0.8 |
| 0.015 | 1082.0 | 32460 | 1.2728 | 0.8125 |
| 0.015 | 1083.0 | 32490 | 1.3919 | 0.7667 |
| 0.0177 | 1084.0 | 32520 | 1.3616 | 0.7958 |
| 0.0177 | 1085.0 | 32550 | 1.3399 | 0.7958 |
| 0.0177 | 1086.0 | 32580 | 1.3119 | 0.775 |
| 0.0177 | 1087.0 | 32610 | 1.2765 | 0.7958 |
| 0.0177 | 1088.0 | 32640 | 1.1675 | 0.7708 |
| 0.0177 | 1089.0 | 32670 | 1.2446 | 0.8083 |
| 0.0177 | 1090.0 | 32700 | 1.3678 | 0.7917 |
| 0.0177 | 1091.0 | 32730 | 1.4348 | 0.7542 |
| 0.0177 | 1092.0 | 32760 | 1.4077 | 0.75 |
| 0.0177 | 1093.0 | 32790 | 1.0270 | 0.8208 |
| 0.0177 | 1094.0 | 32820 | 1.1600 | 0.8167 |
| 0.0177 | 1095.0 | 32850 | 1.2207 | 0.7917 |
| 0.0177 | 1096.0 | 32880 | 1.4131 | 0.8042 |
| 0.0177 | 1097.0 | 32910 | 1.3109 | 0.7792 |
| 0.0177 | 1098.0 | 32940 | 1.2776 | 0.7417 |
| 0.0177 | 1099.0 | 32970 | 1.1072 | 0.8042 |
| 0.0142 | 1100.0 | 33000 | 1.1199 | 0.825 |
| 0.0142 | 1101.0 | 33030 | 1.2923 | 0.7833 |
| 0.0142 | 1102.0 | 33060 | 1.3257 | 0.8 |
| 0.0142 | 1103.0 | 33090 | 1.2255 | 0.8125 |
| 0.0142 | 1104.0 | 33120 | 1.4188 | 0.775 |
| 0.0142 | 1105.0 | 33150 | 1.3203 | 0.7833 |
| 0.0142 | 1106.0 | 33180 | 1.3513 | 0.7792 |
| 0.0142 | 1107.0 | 33210 | 1.1060 | 0.8125 |
| 0.0142 | 1108.0 | 33240 | 1.2840 | 0.7875 |
| 0.0142 | 1109.0 | 33270 | 1.2345 | 0.8042 |
| 0.0142 | 1110.0 | 33300 | 1.2918 | 0.8125 |
| 0.0142 | 1111.0 | 33330 | 1.2811 | 0.7875 |
| 0.0142 | 1112.0 | 33360 | 1.2805 | 0.8042 |
| 0.0142 | 1113.0 | 33390 | 1.2860 | 0.7875 |
| 0.0142 | 1114.0 | 33420 | 1.2186 | 0.8042 |
| 0.0142 | 1115.0 | 33450 | 1.1594 | 0.825 |
| 0.0142 | 1116.0 | 33480 | 1.2668 | 0.7833 |
| 0.0148 | 1117.0 | 33510 | 1.2472 | 0.8208 |
| 0.0148 | 1118.0 | 33540 | 1.2199 | 0.8125 |
| 0.0148 | 1119.0 | 33570 | 1.2872 | 0.7875 |
| 0.0148 | 1120.0 | 33600 | 1.2223 | 0.775 |
| 0.0148 | 1121.0 | 33630 | 1.1484 | 0.8125 |
| 0.0148 | 1122.0 | 33660 | 1.3649 | 0.7958 |
| 0.0148 | 1123.0 | 33690 | 1.0882 | 0.7958 |
| 0.0148 | 1124.0 | 33720 | 1.1841 | 0.7625 |
| 0.0148 | 1125.0 | 33750 | 1.1985 | 0.7958 |
| 0.0148 | 1126.0 | 33780 | 1.2063 | 0.7875 |
| 0.0148 | 1127.0 | 33810 | 1.4187 | 0.7958 |
| 0.0148 | 1128.0 | 33840 | 1.3637 | 0.7833 |
| 0.0148 | 1129.0 | 33870 | 1.3114 | 0.7875 |
| 0.0148 | 1130.0 | 33900 | 1.0851 | 0.825 |
| 0.0148 | 1131.0 | 33930 | 1.4881 | 0.7667 |
| 0.0148 | 1132.0 | 33960 | 1.5678 | 0.7792 |
| 0.0148 | 1133.0 | 33990 | 1.4227 | 0.8125 |
| 0.0139 | 1134.0 | 34020 | 1.1429 | 0.8292 |
| 0.0139 | 1135.0 | 34050 | 1.2332 | 0.8 |
| 0.0139 | 1136.0 | 34080 | 1.3828 | 0.7583 |
| 0.0139 | 1137.0 | 34110 | 1.2947 | 0.8083 |
| 0.0139 | 1138.0 | 34140 | 1.1120 | 0.8208 |
| 0.0139 | 1139.0 | 34170 | 1.2132 | 0.7875 |
| 0.0139 | 1140.0 | 34200 | 1.4537 | 0.7667 |
| 0.0139 | 1141.0 | 34230 | 1.3759 | 0.7875 |
| 0.0139 | 1142.0 | 34260 | 1.2975 | 0.8042 |
| 0.0139 | 1143.0 | 34290 | 1.3009 | 0.7792 |
| 0.0139 | 1144.0 | 34320 | 1.1644 | 0.8125 |
| 0.0139 | 1145.0 | 34350 | 1.3290 | 0.7958 |
| 0.0139 | 1146.0 | 34380 | 1.3580 | 0.8042 |
| 0.0139 | 1147.0 | 34410 | 1.1816 | 0.7958 |
| 0.0139 | 1148.0 | 34440 | 1.2178 | 0.8167 |
| 0.0139 | 1149.0 | 34470 | 1.5208 | 0.7625 |
| 0.0131 | 1150.0 | 34500 | 1.2757 | 0.7875 |
| 0.0131 | 1151.0 | 34530 | 1.4133 | 0.7917 |
| 0.0131 | 1152.0 | 34560 | 1.1700 | 0.8125 |
| 0.0131 | 1153.0 | 34590 | 1.3750 | 0.7958 |
| 0.0131 | 1154.0 | 34620 | 1.3490 | 0.8 |
| 0.0131 | 1155.0 | 34650 | 1.3869 | 0.775 |
| 0.0131 | 1156.0 | 34680 | 1.4270 | 0.8042 |
| 0.0131 | 1157.0 | 34710 | 1.1555 | 0.8083 |
| 0.0131 | 1158.0 | 34740 | 1.2426 | 0.775 |
| 0.0131 | 1159.0 | 34770 | 1.2148 | 0.7833 |
| 0.0131 | 1160.0 | 34800 | 1.2437 | 0.825 |
| 0.0131 | 1161.0 | 34830 | 1.4501 | 0.7583 |
| 0.0131 | 1162.0 | 34860 | 1.1728 | 0.7833 |
| 0.0131 | 1163.0 | 34890 | 1.4399 | 0.7792 |
| 0.0131 | 1164.0 | 34920 | 1.3135 | 0.7875 |
| 0.0131 | 1165.0 | 34950 | 1.1913 | 0.8333 |
| 0.0131 | 1166.0 | 34980 | 1.2604 | 0.7875 |
| 0.0141 | 1167.0 | 35010 | 1.4779 | 0.7875 |
| 0.0141 | 1168.0 | 35040 | 1.0426 | 0.8125 |
| 0.0141 | 1169.0 | 35070 | 1.4297 | 0.775 |
| 0.0141 | 1170.0 | 35100 | 1.2091 | 0.7958 |
| 0.0141 | 1171.0 | 35130 | 1.2682 | 0.7833 |
| 0.0141 | 1172.0 | 35160 | 1.4470 | 0.775 |
| 0.0141 | 1173.0 | 35190 | 1.1855 | 0.8167 |
| 0.0141 | 1174.0 | 35220 | 1.3932 | 0.7667 |
| 0.0141 | 1175.0 | 35250 | 1.2889 | 0.7917 |
| 0.0141 | 1176.0 | 35280 | 1.1186 | 0.8208 |
| 0.0141 | 1177.0 | 35310 | 1.4161 | 0.775 |
| 0.0141 | 1178.0 | 35340 | 1.2205 | 0.8 |
| 0.0141 | 1179.0 | 35370 | 1.4083 | 0.7792 |
| 0.0141 | 1180.0 | 35400 | 1.4713 | 0.7958 |
| 0.0141 | 1181.0 | 35430 | 1.2595 | 0.7792 |
| 0.0141 | 1182.0 | 35460 | 1.2736 | 0.7667 |
| 0.0141 | 1183.0 | 35490 | 1.1907 | 0.7917 |
| 0.016 | 1184.0 | 35520 | 1.3182 | 0.7833 |
| 0.016 | 1185.0 | 35550 | 1.2241 | 0.8333 |
| 0.016 | 1186.0 | 35580 | 1.0391 | 0.8125 |
| 0.016 | 1187.0 | 35610 | 1.4469 | 0.775 |
| 0.016 | 1188.0 | 35640 | 1.2545 | 0.8 |
| 0.016 | 1189.0 | 35670 | 1.3608 | 0.7833 |
| 0.016 | 1190.0 | 35700 | 1.2944 | 0.8083 |
| 0.016 | 1191.0 | 35730 | 1.4708 | 0.775 |
| 0.016 | 1192.0 | 35760 | 1.1792 | 0.8208 |
| 0.016 | 1193.0 | 35790 | 1.4941 | 0.7708 |
| 0.016 | 1194.0 | 35820 | 1.3757 | 0.7875 |
| 0.016 | 1195.0 | 35850 | 1.5045 | 0.8083 |
| 0.016 | 1196.0 | 35880 | 1.1618 | 0.8 |
| 0.016 | 1197.0 | 35910 | 1.3231 | 0.7875 |
| 0.016 | 1198.0 | 35940 | 1.6181 | 0.7625 |
| 0.016 | 1199.0 | 35970 | 1.4816 | 0.7583 |
| 0.0108 | 1200.0 | 36000 | 1.4468 | 0.7625 |
| 0.0108 | 1201.0 | 36030 | 1.4746 | 0.7875 |
| 0.0108 | 1202.0 | 36060 | 1.2116 | 0.8042 |
| 0.0108 | 1203.0 | 36090 | 1.1604 | 0.7958 |
| 0.0108 | 1204.0 | 36120 | 1.3660 | 0.7917 |
| 0.0108 | 1205.0 | 36150 | 1.2539 | 0.8125 |
| 0.0108 | 1206.0 | 36180 | 1.6884 | 0.7917 |
| 0.0108 | 1207.0 | 36210 | 1.2239 | 0.8083 |
| 0.0108 | 1208.0 | 36240 | 1.3461 | 0.8083 |
| 0.0108 | 1209.0 | 36270 | 1.3824 | 0.7792 |
| 0.0108 | 1210.0 | 36300 | 1.2422 | 0.8125 |
| 0.0108 | 1211.0 | 36330 | 1.4409 | 0.7875 |
| 0.0108 | 1212.0 | 36360 | 0.9312 | 0.8417 |
| 0.0108 | 1213.0 | 36390 | 1.1455 | 0.7875 |
| 0.0108 | 1214.0 | 36420 | 1.2086 | 0.7875 |
| 0.0108 | 1215.0 | 36450 | 1.2418 | 0.8208 |
| 0.0108 | 1216.0 | 36480 | 1.2790 | 0.8 |
| 0.0121 | 1217.0 | 36510 | 1.3987 | 0.7958 |
| 0.0121 | 1218.0 | 36540 | 1.5869 | 0.7417 |
| 0.0121 | 1219.0 | 36570 | 1.1666 | 0.7792 |
| 0.0121 | 1220.0 | 36600 | 1.2105 | 0.8208 |
| 0.0121 | 1221.0 | 36630 | 1.2959 | 0.775 |
| 0.0121 | 1222.0 | 36660 | 1.3241 | 0.7667 |
| 0.0121 | 1223.0 | 36690 | 1.2996 | 0.8042 |
| 0.0121 | 1224.0 | 36720 | 1.3784 | 0.75 |
| 0.0121 | 1225.0 | 36750 | 1.4736 | 0.7917 |
| 0.0121 | 1226.0 | 36780 | 1.2993 | 0.775 |
| 0.0121 | 1227.0 | 36810 | 1.3094 | 0.7958 |
| 0.0121 | 1228.0 | 36840 | 1.3072 | 0.7875 |
| 0.0121 | 1229.0 | 36870 | 1.2921 | 0.7667 |
| 0.0121 | 1230.0 | 36900 | 1.3255 | 0.8042 |
| 0.0121 | 1231.0 | 36930 | 1.3001 | 0.7833 |
| 0.0121 | 1232.0 | 36960 | 1.3200 | 0.8042 |
| 0.0121 | 1233.0 | 36990 | 1.4908 | 0.7792 |
| 0.0126 | 1234.0 | 37020 | 1.2452 | 0.8083 |
| 0.0126 | 1235.0 | 37050 | 1.3089 | 0.8 |
| 0.0126 | 1236.0 | 37080 | 1.4038 | 0.8083 |
| 0.0126 | 1237.0 | 37110 | 1.1996 | 0.7875 |
| 0.0126 | 1238.0 | 37140 | 1.4119 | 0.8292 |
| 0.0126 | 1239.0 | 37170 | 1.2332 | 0.8167 |
| 0.0126 | 1240.0 | 37200 | 1.1774 | 0.7917 |
| 0.0126 | 1241.0 | 37230 | 1.3389 | 0.8 |
| 0.0126 | 1242.0 | 37260 | 1.4678 | 0.7667 |
| 0.0126 | 1243.0 | 37290 | 1.4133 | 0.775 |
| 0.0126 | 1244.0 | 37320 | 1.3449 | 0.8042 |
| 0.0126 | 1245.0 | 37350 | 1.5209 | 0.7875 |
| 0.0126 | 1246.0 | 37380 | 1.2873 | 0.8125 |
| 0.0126 | 1247.0 | 37410 | 1.4443 | 0.7833 |
| 0.0126 | 1248.0 | 37440 | 1.2808 | 0.8125 |
| 0.0126 | 1249.0 | 37470 | 1.5125 | 0.775 |
| 0.0139 | 1250.0 | 37500 | 1.2931 | 0.8042 |
| 0.0139 | 1251.0 | 37530 | 1.1329 | 0.8167 |
| 0.0139 | 1252.0 | 37560 | 1.3924 | 0.8042 |
| 0.0139 | 1253.0 | 37590 | 1.5617 | 0.775 |
| 0.0139 | 1254.0 | 37620 | 1.3317 | 0.8042 |
| 0.0139 | 1255.0 | 37650 | 1.4886 | 0.7917 |
| 0.0139 | 1256.0 | 37680 | 1.2164 | 0.8125 |
| 0.0139 | 1257.0 | 37710 | 1.3023 | 0.8 |
| 0.0139 | 1258.0 | 37740 | 1.3687 | 0.8 |
| 0.0139 | 1259.0 | 37770 | 1.1631 | 0.8125 |
| 0.0139 | 1260.0 | 37800 | 1.2467 | 0.8 |
| 0.0139 | 1261.0 | 37830 | 1.1801 | 0.8375 |
| 0.0139 | 1262.0 | 37860 | 1.1806 | 0.7917 |
| 0.0139 | 1263.0 | 37890 | 1.4988 | 0.7833 |
| 0.0139 | 1264.0 | 37920 | 1.3505 | 0.7875 |
| 0.0139 | 1265.0 | 37950 | 1.2264 | 0.8167 |
| 0.0139 | 1266.0 | 37980 | 1.5791 | 0.8125 |
| 0.014 | 1267.0 | 38010 | 1.2901 | 0.825 |
| 0.014 | 1268.0 | 38040 | 1.2634 | 0.8 |
| 0.014 | 1269.0 | 38070 | 1.1945 | 0.7833 |
| 0.014 | 1270.0 | 38100 | 1.2704 | 0.7625 |
| 0.014 | 1271.0 | 38130 | 1.5594 | 0.7667 |
| 0.014 | 1272.0 | 38160 | 1.3672 | 0.8042 |
| 0.014 | 1273.0 | 38190 | 1.4381 | 0.775 |
| 0.014 | 1274.0 | 38220 | 1.8510 | 0.7208 |
| 0.014 | 1275.0 | 38250 | 1.3156 | 0.7917 |
| 0.014 | 1276.0 | 38280 | 1.2853 | 0.8042 |
| 0.014 | 1277.0 | 38310 | 1.3247 | 0.8 |
| 0.014 | 1278.0 | 38340 | 1.1573 | 0.8167 |
| 0.014 | 1279.0 | 38370 | 1.2918 | 0.8083 |
| 0.014 | 1280.0 | 38400 | 1.3332 | 0.7708 |
| 0.014 | 1281.0 | 38430 | 1.5114 | 0.7583 |
| 0.014 | 1282.0 | 38460 | 1.6017 | 0.7583 |
| 0.014 | 1283.0 | 38490 | 1.2733 | 0.825 |
| 0.0132 | 1284.0 | 38520 | 1.4314 | 0.7875 |
| 0.0132 | 1285.0 | 38550 | 1.3916 | 0.7708 |
| 0.0132 | 1286.0 | 38580 | 1.1371 | 0.8167 |
| 0.0132 | 1287.0 | 38610 | 1.3006 | 0.7833 |
| 0.0132 | 1288.0 | 38640 | 1.2554 | 0.7833 |
| 0.0132 | 1289.0 | 38670 | 1.4035 | 0.7917 |
| 0.0132 | 1290.0 | 38700 | 1.0704 | 0.7875 |
| 0.0132 | 1291.0 | 38730 | 1.3593 | 0.7542 |
| 0.0132 | 1292.0 | 38760 | 1.2005 | 0.8042 |
| 0.0132 | 1293.0 | 38790 | 1.3436 | 0.8042 |
| 0.0132 | 1294.0 | 38820 | 1.3618 | 0.7833 |
| 0.0132 | 1295.0 | 38850 | 1.4030 | 0.8125 |
| 0.0132 | 1296.0 | 38880 | 1.2990 | 0.8167 |
| 0.0132 | 1297.0 | 38910 | 1.0381 | 0.8292 |
| 0.0132 | 1298.0 | 38940 | 1.3280 | 0.7917 |
| 0.0132 | 1299.0 | 38970 | 1.2085 | 0.8042 |
| 0.0135 | 1300.0 | 39000 | 1.1258 | 0.8042 |
| 0.0135 | 1301.0 | 39030 | 1.4681 | 0.7833 |
| 0.0135 | 1302.0 | 39060 | 1.2293 | 0.8083 |
| 0.0135 | 1303.0 | 39090 | 1.3352 | 0.8125 |
| 0.0135 | 1304.0 | 39120 | 1.2390 | 0.8042 |
| 0.0135 | 1305.0 | 39150 | 1.3284 | 0.7958 |
| 0.0135 | 1306.0 | 39180 | 1.3757 | 0.7833 |
| 0.0135 | 1307.0 | 39210 | 1.5578 | 0.775 |
| 0.0135 | 1308.0 | 39240 | 1.2721 | 0.7792 |
| 0.0135 | 1309.0 | 39270 | 1.4933 | 0.8167 |
| 0.0135 | 1310.0 | 39300 | 1.4297 | 0.8042 |
| 0.0135 | 1311.0 | 39330 | 1.1987 | 0.775 |
| 0.0135 | 1312.0 | 39360 | 1.2935 | 0.8083 |
| 0.0135 | 1313.0 | 39390 | 1.2500 | 0.775 |
| 0.0135 | 1314.0 | 39420 | 1.3369 | 0.7917 |
| 0.0135 | 1315.0 | 39450 | 1.2369 | 0.8042 |
| 0.0135 | 1316.0 | 39480 | 1.3597 | 0.8042 |
| 0.0127 | 1317.0 | 39510 | 1.5542 | 0.8042 |
| 0.0127 | 1318.0 | 39540 | 1.2995 | 0.7833 |
| 0.0127 | 1319.0 | 39570 | 1.4383 | 0.7958 |
| 0.0127 | 1320.0 | 39600 | 1.2405 | 0.8083 |
| 0.0127 | 1321.0 | 39630 | 1.4988 | 0.7792 |
| 0.0127 | 1322.0 | 39660 | 1.4485 | 0.7833 |
| 0.0127 | 1323.0 | 39690 | 1.2489 | 0.7875 |
| 0.0127 | 1324.0 | 39720 | 1.1591 | 0.7833 |
| 0.0127 | 1325.0 | 39750 | 1.2731 | 0.7917 |
| 0.0127 | 1326.0 | 39780 | 1.4482 | 0.7958 |
| 0.0127 | 1327.0 | 39810 | 1.2610 | 0.7875 |
| 0.0127 | 1328.0 | 39840 | 1.4610 | 0.7917 |
| 0.0127 | 1329.0 | 39870 | 1.5360 | 0.7708 |
| 0.0127 | 1330.0 | 39900 | 1.3631 | 0.7667 |
| 0.0127 | 1331.0 | 39930 | 1.3288 | 0.7958 |
| 0.0127 | 1332.0 | 39960 | 1.3469 | 0.7958 |
| 0.0127 | 1333.0 | 39990 | 1.4929 | 0.7833 |
| 0.0119 | 1334.0 | 40020 | 1.1060 | 0.7958 |
| 0.0119 | 1335.0 | 40050 | 1.1872 | 0.7958 |
| 0.0119 | 1336.0 | 40080 | 1.3432 | 0.7917 |
| 0.0119 | 1337.0 | 40110 | 1.4642 | 0.7958 |
| 0.0119 | 1338.0 | 40140 | 1.0872 | 0.825 |
| 0.0119 | 1339.0 | 40170 | 1.0611 | 0.8042 |
| 0.0119 | 1340.0 | 40200 | 1.2117 | 0.8083 |
| 0.0119 | 1341.0 | 40230 | 1.1744 | 0.8 |
| 0.0119 | 1342.0 | 40260 | 1.4946 | 0.7875 |
| 0.0119 | 1343.0 | 40290 | 1.4924 | 0.7667 |
| 0.0119 | 1344.0 | 40320 | 1.6512 | 0.7958 |
| 0.0119 | 1345.0 | 40350 | 1.3300 | 0.8333 |
| 0.0119 | 1346.0 | 40380 | 1.4894 | 0.7833 |
| 0.0119 | 1347.0 | 40410 | 1.1712 | 0.7833 |
| 0.0119 | 1348.0 | 40440 | 1.4388 | 0.7792 |
| 0.0119 | 1349.0 | 40470 | 1.3988 | 0.775 |
| 0.0117 | 1350.0 | 40500 | 1.2460 | 0.8042 |
| 0.0117 | 1351.0 | 40530 | 1.1276 | 0.8125 |
| 0.0117 | 1352.0 | 40560 | 1.2683 | 0.7917 |
| 0.0117 | 1353.0 | 40590 | 1.3402 | 0.8167 |
| 0.0117 | 1354.0 | 40620 | 1.1061 | 0.8375 |
| 0.0117 | 1355.0 | 40650 | 1.2443 | 0.8042 |
| 0.0117 | 1356.0 | 40680 | 1.5169 | 0.7542 |
| 0.0117 | 1357.0 | 40710 | 1.1183 | 0.8 |
| 0.0117 | 1358.0 | 40740 | 1.1952 | 0.7917 |
| 0.0117 | 1359.0 | 40770 | 1.2697 | 0.7958 |
| 0.0117 | 1360.0 | 40800 | 1.3521 | 0.7833 |
| 0.0117 | 1361.0 | 40830 | 1.4172 | 0.7917 |
| 0.0117 | 1362.0 | 40860 | 1.4201 | 0.7917 |
| 0.0117 | 1363.0 | 40890 | 1.0224 | 0.8333 |
| 0.0117 | 1364.0 | 40920 | 1.5423 | 0.7833 |
| 0.0117 | 1365.0 | 40950 | 1.2901 | 0.7917 |
| 0.0117 | 1366.0 | 40980 | 1.2830 | 0.7875 |
| 0.0119 | 1367.0 | 41010 | 1.0776 | 0.7958 |
| 0.0119 | 1368.0 | 41040 | 1.2689 | 0.8 |
| 0.0119 | 1369.0 | 41070 | 1.1735 | 0.8208 |
| 0.0119 | 1370.0 | 41100 | 1.3600 | 0.7917 |
| 0.0119 | 1371.0 | 41130 | 1.4670 | 0.8 |
| 0.0119 | 1372.0 | 41160 | 1.3187 | 0.7792 |
| 0.0119 | 1373.0 | 41190 | 1.3816 | 0.8125 |
| 0.0119 | 1374.0 | 41220 | 1.3887 | 0.7917 |
| 0.0119 | 1375.0 | 41250 | 1.3960 | 0.8083 |
| 0.0119 | 1376.0 | 41280 | 1.8548 | 0.7667 |
| 0.0119 | 1377.0 | 41310 | 1.5282 | 0.7875 |
| 0.0119 | 1378.0 | 41340 | 1.2598 | 0.7875 |
| 0.0119 | 1379.0 | 41370 | 1.2086 | 0.7792 |
| 0.0119 | 1380.0 | 41400 | 1.0611 | 0.8042 |
| 0.0119 | 1381.0 | 41430 | 1.4254 | 0.7917 |
| 0.0119 | 1382.0 | 41460 | 1.4113 | 0.7917 |
| 0.0119 | 1383.0 | 41490 | 1.5810 | 0.775 |
| 0.0122 | 1384.0 | 41520 | 1.2773 | 0.7667 |
| 0.0122 | 1385.0 | 41550 | 1.4357 | 0.7875 |
| 0.0122 | 1386.0 | 41580 | 1.5143 | 0.8042 |
| 0.0122 | 1387.0 | 41610 | 1.3586 | 0.7917 |
| 0.0122 | 1388.0 | 41640 | 1.3677 | 0.7542 |
| 0.0122 | 1389.0 | 41670 | 1.4306 | 0.7833 |
| 0.0122 | 1390.0 | 41700 | 1.4094 | 0.775 |
| 0.0122 | 1391.0 | 41730 | 1.2797 | 0.7875 |
| 0.0122 | 1392.0 | 41760 | 1.1697 | 0.7875 |
| 0.0122 | 1393.0 | 41790 | 1.1379 | 0.8125 |
| 0.0122 | 1394.0 | 41820 | 1.2648 | 0.7833 |
| 0.0122 | 1395.0 | 41850 | 1.3288 | 0.7917 |
| 0.0122 | 1396.0 | 41880 | 1.3606 | 0.7958 |
| 0.0122 | 1397.0 | 41910 | 1.2689 | 0.7792 |
| 0.0122 | 1398.0 | 41940 | 1.2074 | 0.8292 |
| 0.0122 | 1399.0 | 41970 | 1.1529 | 0.8083 |
| 0.0117 | 1400.0 | 42000 | 1.2803 | 0.7875 |
| 0.0117 | 1401.0 | 42030 | 1.3206 | 0.8 |
| 0.0117 | 1402.0 | 42060 | 1.3851 | 0.7792 |
| 0.0117 | 1403.0 | 42090 | 1.1094 | 0.8042 |
| 0.0117 | 1404.0 | 42120 | 1.5090 | 0.7875 |
| 0.0117 | 1405.0 | 42150 | 1.3904 | 0.7833 |
| 0.0117 | 1406.0 | 42180 | 1.3749 | 0.8 |
| 0.0117 | 1407.0 | 42210 | 1.2993 | 0.7917 |
| 0.0117 | 1408.0 | 42240 | 1.3366 | 0.7875 |
| 0.0117 | 1409.0 | 42270 | 1.3067 | 0.8083 |
| 0.0117 | 1410.0 | 42300 | 1.4128 | 0.775 |
| 0.0117 | 1411.0 | 42330 | 1.2120 | 0.8208 |
| 0.0117 | 1412.0 | 42360 | 1.1774 | 0.8125 |
| 0.0117 | 1413.0 | 42390 | 1.1445 | 0.8125 |
| 0.0117 | 1414.0 | 42420 | 1.5141 | 0.7833 |
| 0.0117 | 1415.0 | 42450 | 1.4082 | 0.7833 |
| 0.0117 | 1416.0 | 42480 | 1.3647 | 0.7833 |
| 0.0109 | 1417.0 | 42510 | 1.3435 | 0.7958 |
| 0.0109 | 1418.0 | 42540 | 1.4641 | 0.8 |
| 0.0109 | 1419.0 | 42570 | 1.2633 | 0.8125 |
| 0.0109 | 1420.0 | 42600 | 1.3394 | 0.8042 |
| 0.0109 | 1421.0 | 42630 | 1.4154 | 0.8042 |
| 0.0109 | 1422.0 | 42660 | 1.2684 | 0.7958 |
| 0.0109 | 1423.0 | 42690 | 1.3496 | 0.8042 |
| 0.0109 | 1424.0 | 42720 | 1.3884 | 0.8042 |
| 0.0109 | 1425.0 | 42750 | 1.2356 | 0.7708 |
| 0.0109 | 1426.0 | 42780 | 1.2875 | 0.7958 |
| 0.0109 | 1427.0 | 42810 | 1.3178 | 0.8042 |
| 0.0109 | 1428.0 | 42840 | 1.4535 | 0.7917 |
| 0.0109 | 1429.0 | 42870 | 1.2387 | 0.8083 |
| 0.0109 | 1430.0 | 42900 | 1.6628 | 0.7458 |
| 0.0109 | 1431.0 | 42930 | 1.4390 | 0.8125 |
| 0.0109 | 1432.0 | 42960 | 1.2688 | 0.7833 |
| 0.0109 | 1433.0 | 42990 | 1.3232 | 0.8 |
| 0.0133 | 1434.0 | 43020 | 1.1935 | 0.8125 |
| 0.0133 | 1435.0 | 43050 | 1.4634 | 0.7917 |
| 0.0133 | 1436.0 | 43080 | 1.0387 | 0.8167 |
| 0.0133 | 1437.0 | 43110 | 1.5935 | 0.8 |
| 0.0133 | 1438.0 | 43140 | 1.0836 | 0.8 |
| 0.0133 | 1439.0 | 43170 | 1.2449 | 0.8125 |
| 0.0133 | 1440.0 | 43200 | 1.2790 | 0.7958 |
| 0.0133 | 1441.0 | 43230 | 1.3732 | 0.8125 |
| 0.0133 | 1442.0 | 43260 | 1.0954 | 0.8292 |
| 0.0133 | 1443.0 | 43290 | 1.3387 | 0.7917 |
| 0.0133 | 1444.0 | 43320 | 1.4839 | 0.7833 |
| 0.0133 | 1445.0 | 43350 | 1.4672 | 0.7875 |
| 0.0133 | 1446.0 | 43380 | 1.3551 | 0.7667 |
| 0.0133 | 1447.0 | 43410 | 1.5240 | 0.7458 |
| 0.0133 | 1448.0 | 43440 | 1.0737 | 0.8 |
| 0.0133 | 1449.0 | 43470 | 1.3365 | 0.7958 |
| 0.0117 | 1450.0 | 43500 | 1.5471 | 0.8125 |
| 0.0117 | 1451.0 | 43530 | 1.2186 | 0.7875 |
| 0.0117 | 1452.0 | 43560 | 1.4005 | 0.7833 |
| 0.0117 | 1453.0 | 43590 | 1.3964 | 0.8083 |
| 0.0117 | 1454.0 | 43620 | 1.3173 | 0.8042 |
| 0.0117 | 1455.0 | 43650 | 1.1150 | 0.8417 |
| 0.0117 | 1456.0 | 43680 | 1.1728 | 0.7917 |
| 0.0117 | 1457.0 | 43710 | 1.4196 | 0.7792 |
| 0.0117 | 1458.0 | 43740 | 1.4560 | 0.8 |
| 0.0117 | 1459.0 | 43770 | 1.3794 | 0.8167 |
| 0.0117 | 1460.0 | 43800 | 1.3478 | 0.7792 |
| 0.0117 | 1461.0 | 43830 | 1.3383 | 0.8042 |
| 0.0117 | 1462.0 | 43860 | 1.2820 | 0.8125 |
| 0.0117 | 1463.0 | 43890 | 1.1542 | 0.7875 |
| 0.0117 | 1464.0 | 43920 | 1.4135 | 0.7792 |
| 0.0117 | 1465.0 | 43950 | 1.3492 | 0.8 |
| 0.0117 | 1466.0 | 43980 | 2.0121 | 0.7 |
| 0.0086 | 1467.0 | 44010 | 1.5258 | 0.7792 |
| 0.0086 | 1468.0 | 44040 | 1.3612 | 0.8125 |
| 0.0086 | 1469.0 | 44070 | 1.4076 | 0.7917 |
| 0.0086 | 1470.0 | 44100 | 1.2031 | 0.8208 |
| 0.0086 | 1471.0 | 44130 | 1.4157 | 0.7792 |
| 0.0086 | 1472.0 | 44160 | 1.4416 | 0.8083 |
| 0.0086 | 1473.0 | 44190 | 1.4480 | 0.7833 |
| 0.0086 | 1474.0 | 44220 | 1.1862 | 0.8167 |
| 0.0086 | 1475.0 | 44250 | 1.3431 | 0.7792 |
| 0.0086 | 1476.0 | 44280 | 1.2668 | 0.8208 |
| 0.0086 | 1477.0 | 44310 | 1.5297 | 0.775 |
| 0.0086 | 1478.0 | 44340 | 1.4872 | 0.7833 |
| 0.0086 | 1479.0 | 44370 | 1.2053 | 0.8333 |
| 0.0086 | 1480.0 | 44400 | 1.2900 | 0.7833 |
| 0.0086 | 1481.0 | 44430 | 1.4907 | 0.775 |
| 0.0086 | 1482.0 | 44460 | 1.2355 | 0.8083 |
| 0.0086 | 1483.0 | 44490 | 1.1396 | 0.775 |
| 0.0088 | 1484.0 | 44520 | 1.5673 | 0.7833 |
| 0.0088 | 1485.0 | 44550 | 1.4772 | 0.8042 |
| 0.0088 | 1486.0 | 44580 | 1.5385 | 0.7583 |
| 0.0088 | 1487.0 | 44610 | 1.5553 | 0.8125 |
| 0.0088 | 1488.0 | 44640 | 1.4577 | 0.7917 |
| 0.0088 | 1489.0 | 44670 | 0.9210 | 0.8333 |
| 0.0088 | 1490.0 | 44700 | 1.1163 | 0.8083 |
| 0.0088 | 1491.0 | 44730 | 1.2678 | 0.8 |
| 0.0088 | 1492.0 | 44760 | 1.2810 | 0.7958 |
| 0.0088 | 1493.0 | 44790 | 1.5296 | 0.7875 |
| 0.0088 | 1494.0 | 44820 | 1.1364 | 0.775 |
| 0.0088 | 1495.0 | 44850 | 1.1587 | 0.8208 |
| 0.0088 | 1496.0 | 44880 | 1.3942 | 0.7917 |
| 0.0088 | 1497.0 | 44910 | 1.4652 | 0.8083 |
| 0.0088 | 1498.0 | 44940 | 1.5409 | 0.7875 |
| 0.0088 | 1499.0 | 44970 | 1.2924 | 0.8 |
| 0.0129 | 1500.0 | 45000 | 1.4110 | 0.8125 |
| 0.0129 | 1501.0 | 45030 | 1.3966 | 0.8042 |
| 0.0129 | 1502.0 | 45060 | 1.3567 | 0.8042 |
| 0.0129 | 1503.0 | 45090 | 1.2921 | 0.775 |
| 0.0129 | 1504.0 | 45120 | 1.1863 | 0.8083 |
| 0.0129 | 1505.0 | 45150 | 1.5501 | 0.7792 |
| 0.0129 | 1506.0 | 45180 | 1.5077 | 0.7792 |
| 0.0129 | 1507.0 | 45210 | 1.4453 | 0.8167 |
| 0.0129 | 1508.0 | 45240 | 1.7031 | 0.8042 |
| 0.0129 | 1509.0 | 45270 | 1.4184 | 0.7958 |
| 0.0129 | 1510.0 | 45300 | 1.4755 | 0.7917 |
| 0.0129 | 1511.0 | 45330 | 1.3509 | 0.7875 |
| 0.0129 | 1512.0 | 45360 | 1.3863 | 0.775 |
| 0.0129 | 1513.0 | 45390 | 1.1137 | 0.8 |
| 0.0129 | 1514.0 | 45420 | 1.6185 | 0.7792 |
| 0.0129 | 1515.0 | 45450 | 1.5356 | 0.7875 |
| 0.0129 | 1516.0 | 45480 | 1.3424 | 0.8042 |
| 0.0091 | 1517.0 | 45510 | 1.3850 | 0.7875 |
| 0.0091 | 1518.0 | 45540 | 1.3671 | 0.7792 |
| 0.0091 | 1519.0 | 45570 | 1.5930 | 0.7917 |
| 0.0091 | 1520.0 | 45600 | 1.2088 | 0.8 |
| 0.0091 | 1521.0 | 45630 | 1.4669 | 0.8042 |
| 0.0091 | 1522.0 | 45660 | 1.3986 | 0.7875 |
| 0.0091 | 1523.0 | 45690 | 1.7112 | 0.75 |
| 0.0091 | 1524.0 | 45720 | 1.1584 | 0.8208 |
| 0.0091 | 1525.0 | 45750 | 1.3584 | 0.7792 |
| 0.0091 | 1526.0 | 45780 | 1.5027 | 0.7542 |
| 0.0091 | 1527.0 | 45810 | 1.3276 | 0.8125 |
| 0.0091 | 1528.0 | 45840 | 1.2703 | 0.8167 |
| 0.0091 | 1529.0 | 45870 | 1.6849 | 0.7125 |
| 0.0091 | 1530.0 | 45900 | 1.4520 | 0.7833 |
| 0.0091 | 1531.0 | 45930 | 1.3507 | 0.7833 |
| 0.0091 | 1532.0 | 45960 | 1.2636 | 0.8125 |
| 0.0091 | 1533.0 | 45990 | 1.3649 | 0.7625 |
| 0.0112 | 1534.0 | 46020 | 1.4273 | 0.7542 |
| 0.0112 | 1535.0 | 46050 | 1.3029 | 0.8 |
| 0.0112 | 1536.0 | 46080 | 1.1719 | 0.8208 |
| 0.0112 | 1537.0 | 46110 | 1.3519 | 0.8083 |
| 0.0112 | 1538.0 | 46140 | 1.0847 | 0.8083 |
| 0.0112 | 1539.0 | 46170 | 1.4050 | 0.8 |
| 0.0112 | 1540.0 | 46200 | 1.6150 | 0.7958 |
| 0.0112 | 1541.0 | 46230 | 1.2510 | 0.7917 |
| 0.0112 | 1542.0 | 46260 | 1.7382 | 0.7833 |
| 0.0112 | 1543.0 | 46290 | 1.2740 | 0.8 |
| 0.0112 | 1544.0 | 46320 | 1.1606 | 0.8167 |
| 0.0112 | 1545.0 | 46350 | 1.0645 | 0.8333 |
| 0.0112 | 1546.0 | 46380 | 1.4396 | 0.7917 |
| 0.0112 | 1547.0 | 46410 | 1.3832 | 0.7875 |
| 0.0112 | 1548.0 | 46440 | 1.0985 | 0.825 |
| 0.0112 | 1549.0 | 46470 | 1.2882 | 0.7792 |
| 0.0096 | 1550.0 | 46500 | 1.3089 | 0.7875 |
| 0.0096 | 1551.0 | 46530 | 1.2983 | 0.8167 |
| 0.0096 | 1552.0 | 46560 | 1.6504 | 0.7583 |
| 0.0096 | 1553.0 | 46590 | 1.4972 | 0.7875 |
| 0.0096 | 1554.0 | 46620 | 1.6400 | 0.7958 |
| 0.0096 | 1555.0 | 46650 | 1.8197 | 0.7667 |
| 0.0096 | 1556.0 | 46680 | 1.3075 | 0.8083 |
| 0.0096 | 1557.0 | 46710 | 1.4223 | 0.7958 |
| 0.0096 | 1558.0 | 46740 | 1.5494 | 0.8292 |
| 0.0096 | 1559.0 | 46770 | 1.3085 | 0.7875 |
| 0.0096 | 1560.0 | 46800 | 1.4508 | 0.7708 |
| 0.0096 | 1561.0 | 46830 | 1.4659 | 0.7958 |
| 0.0096 | 1562.0 | 46860 | 1.3944 | 0.8083 |
| 0.0096 | 1563.0 | 46890 | 1.2353 | 0.7833 |
| 0.0096 | 1564.0 | 46920 | 1.6323 | 0.7417 |
| 0.0096 | 1565.0 | 46950 | 1.1290 | 0.8 |
| 0.0096 | 1566.0 | 46980 | 1.3444 | 0.8208 |
| 0.0126 | 1567.0 | 47010 | 1.1851 | 0.8292 |
| 0.0126 | 1568.0 | 47040 | 1.4688 | 0.8125 |
| 0.0126 | 1569.0 | 47070 | 1.4655 | 0.7833 |
| 0.0126 | 1570.0 | 47100 | 1.0312 | 0.7958 |
| 0.0126 | 1571.0 | 47130 | 1.3962 | 0.7542 |
| 0.0126 | 1572.0 | 47160 | 1.3534 | 0.7917 |
| 0.0126 | 1573.0 | 47190 | 1.6330 | 0.8208 |
| 0.0126 | 1574.0 | 47220 | 1.2064 | 0.7917 |
| 0.0126 | 1575.0 | 47250 | 1.6004 | 0.7792 |
| 0.0126 | 1576.0 | 47280 | 1.4152 | 0.7833 |
| 0.0126 | 1577.0 | 47310 | 1.2253 | 0.8167 |
| 0.0126 | 1578.0 | 47340 | 1.5881 | 0.7833 |
| 0.0126 | 1579.0 | 47370 | 1.6793 | 0.7625 |
| 0.0126 | 1580.0 | 47400 | 1.1328 | 0.8083 |
| 0.0126 | 1581.0 | 47430 | 1.3365 | 0.8083 |
| 0.0126 | 1582.0 | 47460 | 1.0486 | 0.8167 |
| 0.0126 | 1583.0 | 47490 | 1.3892 | 0.7875 |
| 0.0081 | 1584.0 | 47520 | 1.4876 | 0.7833 |
| 0.0081 | 1585.0 | 47550 | 1.2344 | 0.8125 |
| 0.0081 | 1586.0 | 47580 | 1.3279 | 0.7875 |
| 0.0081 | 1587.0 | 47610 | 1.1887 | 0.8208 |
| 0.0081 | 1588.0 | 47640 | 1.4643 | 0.8083 |
| 0.0081 | 1589.0 | 47670 | 1.2302 | 0.8042 |
| 0.0081 | 1590.0 | 47700 | 1.4154 | 0.8 |
| 0.0081 | 1591.0 | 47730 | 1.2831 | 0.7958 |
| 0.0081 | 1592.0 | 47760 | 1.6219 | 0.8125 |
| 0.0081 | 1593.0 | 47790 | 1.3057 | 0.8 |
| 0.0081 | 1594.0 | 47820 | 1.7437 | 0.7417 |
| 0.0081 | 1595.0 | 47850 | 1.1653 | 0.7917 |
| 0.0081 | 1596.0 | 47880 | 1.2753 | 0.8167 |
| 0.0081 | 1597.0 | 47910 | 1.3407 | 0.8125 |
| 0.0081 | 1598.0 | 47940 | 1.3949 | 0.8 |
| 0.0081 | 1599.0 | 47970 | 1.1920 | 0.825 |
| 0.0087 | 1600.0 | 48000 | 1.4784 | 0.7375 |
| 0.0087 | 1601.0 | 48030 | 1.0188 | 0.8292 |
| 0.0087 | 1602.0 | 48060 | 1.4276 | 0.8042 |
| 0.0087 | 1603.0 | 48090 | 1.5804 | 0.775 |
| 0.0087 | 1604.0 | 48120 | 1.4382 | 0.7792 |
| 0.0087 | 1605.0 | 48150 | 1.4162 | 0.7792 |
| 0.0087 | 1606.0 | 48180 | 1.3996 | 0.7958 |
| 0.0087 | 1607.0 | 48210 | 1.5530 | 0.775 |
| 0.0087 | 1608.0 | 48240 | 1.3044 | 0.7958 |
| 0.0087 | 1609.0 | 48270 | 1.1829 | 0.8083 |
| 0.0087 | 1610.0 | 48300 | 1.1712 | 0.825 |
| 0.0087 | 1611.0 | 48330 | 1.3876 | 0.8 |
| 0.0087 | 1612.0 | 48360 | 1.5846 | 0.7917 |
| 0.0087 | 1613.0 | 48390 | 1.4043 | 0.7917 |
| 0.0087 | 1614.0 | 48420 | 1.5841 | 0.7625 |
| 0.0087 | 1615.0 | 48450 | 1.2773 | 0.7875 |
| 0.0087 | 1616.0 | 48480 | 1.5338 | 0.7667 |
| 0.0091 | 1617.0 | 48510 | 1.2505 | 0.7958 |
| 0.0091 | 1618.0 | 48540 | 1.5483 | 0.7333 |
| 0.0091 | 1619.0 | 48570 | 1.4355 | 0.7833 |
| 0.0091 | 1620.0 | 48600 | 1.2665 | 0.8125 |
| 0.0091 | 1621.0 | 48630 | 1.1949 | 0.8083 |
| 0.0091 | 1622.0 | 48660 | 1.3095 | 0.8 |
| 0.0091 | 1623.0 | 48690 | 1.3807 | 0.7958 |
| 0.0091 | 1624.0 | 48720 | 1.2542 | 0.775 |
| 0.0091 | 1625.0 | 48750 | 1.5920 | 0.7625 |
| 0.0091 | 1626.0 | 48780 | 1.3928 | 0.8042 |
| 0.0091 | 1627.0 | 48810 | 1.1826 | 0.8083 |
| 0.0091 | 1628.0 | 48840 | 1.3381 | 0.8208 |
| 0.0091 | 1629.0 | 48870 | 1.5823 | 0.7625 |
| 0.0091 | 1630.0 | 48900 | 1.4224 | 0.7708 |
| 0.0091 | 1631.0 | 48930 | 1.2238 | 0.825 |
| 0.0091 | 1632.0 | 48960 | 1.3098 | 0.8167 |
| 0.0091 | 1633.0 | 48990 | 1.5624 | 0.7875 |
| 0.0102 | 1634.0 | 49020 | 1.3817 | 0.7708 |
| 0.0102 | 1635.0 | 49050 | 1.3306 | 0.7792 |
| 0.0102 | 1636.0 | 49080 | 1.3142 | 0.8208 |
| 0.0102 | 1637.0 | 49110 | 1.3704 | 0.8042 |
| 0.0102 | 1638.0 | 49140 | 1.3550 | 0.7833 |
| 0.0102 | 1639.0 | 49170 | 1.2677 | 0.7875 |
| 0.0102 | 1640.0 | 49200 | 1.3254 | 0.7917 |
| 0.0102 | 1641.0 | 49230 | 1.3160 | 0.8125 |
| 0.0102 | 1642.0 | 49260 | 1.2922 | 0.7958 |
| 0.0102 | 1643.0 | 49290 | 1.4094 | 0.8042 |
| 0.0102 | 1644.0 | 49320 | 1.3884 | 0.7917 |
| 0.0102 | 1645.0 | 49350 | 1.1850 | 0.7875 |
| 0.0102 | 1646.0 | 49380 | 1.3226 | 0.7792 |
| 0.0102 | 1647.0 | 49410 | 1.4120 | 0.8167 |
| 0.0102 | 1648.0 | 49440 | 1.4296 | 0.8 |
| 0.0102 | 1649.0 | 49470 | 1.4205 | 0.8 |
| 0.0114 | 1650.0 | 49500 | 1.2401 | 0.8292 |
| 0.0114 | 1651.0 | 49530 | 1.5770 | 0.7458 |
| 0.0114 | 1652.0 | 49560 | 1.2140 | 0.8125 |
| 0.0114 | 1653.0 | 49590 | 1.3356 | 0.7833 |
| 0.0114 | 1654.0 | 49620 | 1.5649 | 0.7833 |
| 0.0114 | 1655.0 | 49650 | 1.5667 | 0.775 |
| 0.0114 | 1656.0 | 49680 | 1.4604 | 0.7833 |
| 0.0114 | 1657.0 | 49710 | 1.5255 | 0.7833 |
| 0.0114 | 1658.0 | 49740 | 1.4988 | 0.8042 |
| 0.0114 | 1659.0 | 49770 | 1.2903 | 0.7708 |
| 0.0114 | 1660.0 | 49800 | 1.4512 | 0.7958 |
| 0.0114 | 1661.0 | 49830 | 1.4526 | 0.8208 |
| 0.0114 | 1662.0 | 49860 | 1.2664 | 0.8 |
| 0.0114 | 1663.0 | 49890 | 1.2225 | 0.8125 |
| 0.0114 | 1664.0 | 49920 | 1.3423 | 0.8 |
| 0.0114 | 1665.0 | 49950 | 1.2811 | 0.8125 |
| 0.0114 | 1666.0 | 49980 | 1.4179 | 0.8083 |
| 0.0084 | 1667.0 | 50010 | 1.5394 | 0.8042 |
| 0.0084 | 1668.0 | 50040 | 1.3144 | 0.825 |
| 0.0084 | 1669.0 | 50070 | 1.4261 | 0.7833 |
| 0.0084 | 1670.0 | 50100 | 1.4840 | 0.8042 |
| 0.0084 | 1671.0 | 50130 | 1.1391 | 0.825 |
| 0.0084 | 1672.0 | 50160 | 1.4506 | 0.8083 |
| 0.0084 | 1673.0 | 50190 | 1.2468 | 0.8167 |
| 0.0084 | 1674.0 | 50220 | 1.3354 | 0.8 |
| 0.0084 | 1675.0 | 50250 | 1.1121 | 0.8333 |
| 0.0084 | 1676.0 | 50280 | 1.2781 | 0.8125 |
| 0.0084 | 1677.0 | 50310 | 1.2844 | 0.8083 |
| 0.0084 | 1678.0 | 50340 | 1.1945 | 0.825 |
| 0.0084 | 1679.0 | 50370 | 1.3404 | 0.8125 |
| 0.0084 | 1680.0 | 50400 | 1.2188 | 0.8167 |
| 0.0084 | 1681.0 | 50430 | 1.5161 | 0.8083 |
| 0.0084 | 1682.0 | 50460 | 1.3913 | 0.775 |
| 0.0084 | 1683.0 | 50490 | 1.3343 | 0.8167 |
| 0.0098 | 1684.0 | 50520 | 1.4482 | 0.8125 |
| 0.0098 | 1685.0 | 50550 | 1.3223 | 0.775 |
| 0.0098 | 1686.0 | 50580 | 1.2461 | 0.8083 |
| 0.0098 | 1687.0 | 50610 | 1.2945 | 0.8042 |
| 0.0098 | 1688.0 | 50640 | 1.3086 | 0.7958 |
| 0.0098 | 1689.0 | 50670 | 1.3121 | 0.8208 |
| 0.0098 | 1690.0 | 50700 | 1.4512 | 0.7875 |
| 0.0098 | 1691.0 | 50730 | 1.2236 | 0.7958 |
| 0.0098 | 1692.0 | 50760 | 1.3813 | 0.8042 |
| 0.0098 | 1693.0 | 50790 | 1.1950 | 0.8208 |
| 0.0098 | 1694.0 | 50820 | 1.3170 | 0.7792 |
| 0.0098 | 1695.0 | 50850 | 1.4470 | 0.7917 |
| 0.0098 | 1696.0 | 50880 | 1.5317 | 0.7958 |
| 0.0098 | 1697.0 | 50910 | 1.0926 | 0.8292 |
| 0.0098 | 1698.0 | 50940 | 1.3273 | 0.8167 |
| 0.0098 | 1699.0 | 50970 | 1.1896 | 0.8292 |
| 0.0103 | 1700.0 | 51000 | 1.2892 | 0.8083 |
| 0.0103 | 1701.0 | 51030 | 1.3922 | 0.7833 |
| 0.0103 | 1702.0 | 51060 | 1.6931 | 0.7917 |
| 0.0103 | 1703.0 | 51090 | 1.4755 | 0.7583 |
| 0.0103 | 1704.0 | 51120 | 1.2349 | 0.8208 |
| 0.0103 | 1705.0 | 51150 | 1.4495 | 0.7833 |
| 0.0103 | 1706.0 | 51180 | 1.5563 | 0.7917 |
| 0.0103 | 1707.0 | 51210 | 1.1578 | 0.7958 |
| 0.0103 | 1708.0 | 51240 | 1.4043 | 0.8125 |
| 0.0103 | 1709.0 | 51270 | 1.4009 | 0.8292 |
| 0.0103 | 1710.0 | 51300 | 1.3301 | 0.8 |
| 0.0103 | 1711.0 | 51330 | 1.6638 | 0.7917 |
| 0.0103 | 1712.0 | 51360 | 1.1773 | 0.8167 |
| 0.0103 | 1713.0 | 51390 | 1.0919 | 0.8208 |
| 0.0103 | 1714.0 | 51420 | 1.2450 | 0.7917 |
| 0.0103 | 1715.0 | 51450 | 1.3397 | 0.8292 |
| 0.0103 | 1716.0 | 51480 | 1.3613 | 0.7792 |
| 0.0105 | 1717.0 | 51510 | 1.2802 | 0.8 |
| 0.0105 | 1718.0 | 51540 | 1.2437 | 0.8 |
| 0.0105 | 1719.0 | 51570 | 1.3201 | 0.7875 |
| 0.0105 | 1720.0 | 51600 | 1.5726 | 0.7708 |
| 0.0105 | 1721.0 | 51630 | 1.3656 | 0.8042 |
| 0.0105 | 1722.0 | 51660 | 1.7074 | 0.7792 |
| 0.0105 | 1723.0 | 51690 | 1.2694 | 0.8375 |
| 0.0105 | 1724.0 | 51720 | 1.4550 | 0.7792 |
| 0.0105 | 1725.0 | 51750 | 1.4635 | 0.7917 |
| 0.0105 | 1726.0 | 51780 | 1.4889 | 0.7625 |
| 0.0105 | 1727.0 | 51810 | 1.3134 | 0.8042 |
| 0.0105 | 1728.0 | 51840 | 1.4418 | 0.775 |
| 0.0105 | 1729.0 | 51870 | 1.5681 | 0.7583 |
| 0.0105 | 1730.0 | 51900 | 1.1054 | 0.8292 |
| 0.0105 | 1731.0 | 51930 | 1.2462 | 0.8083 |
| 0.0105 | 1732.0 | 51960 | 1.3583 | 0.7792 |
| 0.0105 | 1733.0 | 51990 | 1.3378 | 0.775 |
| 0.0091 | 1734.0 | 52020 | 1.4520 | 0.7583 |
| 0.0091 | 1735.0 | 52050 | 1.3221 | 0.8125 |
| 0.0091 | 1736.0 | 52080 | 1.4677 | 0.8042 |
| 0.0091 | 1737.0 | 52110 | 1.4403 | 0.775 |
| 0.0091 | 1738.0 | 52140 | 1.2008 | 0.8333 |
| 0.0091 | 1739.0 | 52170 | 1.2424 | 0.8167 |
| 0.0091 | 1740.0 | 52200 | 1.3899 | 0.7833 |
| 0.0091 | 1741.0 | 52230 | 1.3449 | 0.8292 |
| 0.0091 | 1742.0 | 52260 | 1.2990 | 0.8167 |
| 0.0091 | 1743.0 | 52290 | 1.5920 | 0.7833 |
| 0.0091 | 1744.0 | 52320 | 1.3588 | 0.7792 |
| 0.0091 | 1745.0 | 52350 | 1.2354 | 0.8042 |
| 0.0091 | 1746.0 | 52380 | 1.1257 | 0.8333 |
| 0.0091 | 1747.0 | 52410 | 1.3577 | 0.7958 |
| 0.0091 | 1748.0 | 52440 | 1.4216 | 0.8125 |
| 0.0091 | 1749.0 | 52470 | 1.1096 | 0.8 |
| 0.0074 | 1750.0 | 52500 | 1.5919 | 0.7708 |
| 0.0074 | 1751.0 | 52530 | 1.3637 | 0.7792 |
| 0.0074 | 1752.0 | 52560 | 1.5916 | 0.775 |
| 0.0074 | 1753.0 | 52590 | 1.4799 | 0.7833 |
| 0.0074 | 1754.0 | 52620 | 1.4437 | 0.7875 |
| 0.0074 | 1755.0 | 52650 | 1.5032 | 0.8 |
| 0.0074 | 1756.0 | 52680 | 1.1719 | 0.8125 |
| 0.0074 | 1757.0 | 52710 | 1.0309 | 0.8208 |
| 0.0074 | 1758.0 | 52740 | 1.3773 | 0.7917 |
| 0.0074 | 1759.0 | 52770 | 1.4090 | 0.7958 |
| 0.0074 | 1760.0 | 52800 | 1.3923 | 0.8 |
| 0.0074 | 1761.0 | 52830 | 1.3306 | 0.8167 |
| 0.0074 | 1762.0 | 52860 | 1.2398 | 0.8 |
| 0.0074 | 1763.0 | 52890 | 1.3714 | 0.8167 |
| 0.0074 | 1764.0 | 52920 | 1.3510 | 0.8042 |
| 0.0074 | 1765.0 | 52950 | 1.4409 | 0.7917 |
| 0.0074 | 1766.0 | 52980 | 1.4872 | 0.7792 |
| 0.0069 | 1767.0 | 53010 | 1.2909 | 0.7833 |
| 0.0069 | 1768.0 | 53040 | 1.1229 | 0.7958 |
| 0.0069 | 1769.0 | 53070 | 1.1504 | 0.8125 |
| 0.0069 | 1770.0 | 53100 | 1.3935 | 0.7958 |
| 0.0069 | 1771.0 | 53130 | 1.3097 | 0.8083 |
| 0.0069 | 1772.0 | 53160 | 1.0690 | 0.8458 |
| 0.0069 | 1773.0 | 53190 | 1.2158 | 0.8083 |
| 0.0069 | 1774.0 | 53220 | 1.3868 | 0.7708 |
| 0.0069 | 1775.0 | 53250 | 1.4253 | 0.775 |
| 0.0069 | 1776.0 | 53280 | 1.3567 | 0.8292 |
| 0.0069 | 1777.0 | 53310 | 1.4256 | 0.8 |
| 0.0069 | 1778.0 | 53340 | 1.4184 | 0.7833 |
| 0.0069 | 1779.0 | 53370 | 1.6955 | 0.7667 |
| 0.0069 | 1780.0 | 53400 | 1.4366 | 0.7833 |
| 0.0069 | 1781.0 | 53430 | 1.2100 | 0.7917 |
| 0.0069 | 1782.0 | 53460 | 1.3288 | 0.8208 |
| 0.0069 | 1783.0 | 53490 | 1.4486 | 0.7958 |
| 0.0092 | 1784.0 | 53520 | 1.4399 | 0.7875 |
| 0.0092 | 1785.0 | 53550 | 1.4844 | 0.75 |
| 0.0092 | 1786.0 | 53580 | 1.4153 | 0.8 |
| 0.0092 | 1787.0 | 53610 | 1.4012 | 0.7875 |
| 0.0092 | 1788.0 | 53640 | 1.4394 | 0.7708 |
| 0.0092 | 1789.0 | 53670 | 1.3736 | 0.8125 |
| 0.0092 | 1790.0 | 53700 | 1.8755 | 0.7458 |
| 0.0092 | 1791.0 | 53730 | 1.3583 | 0.8042 |
| 0.0092 | 1792.0 | 53760 | 1.2741 | 0.7833 |
| 0.0092 | 1793.0 | 53790 | 1.7958 | 0.75 |
| 0.0092 | 1794.0 | 53820 | 1.2800 | 0.8208 |
| 0.0092 | 1795.0 | 53850 | 1.6146 | 0.8042 |
| 0.0092 | 1796.0 | 53880 | 1.5070 | 0.7625 |
| 0.0092 | 1797.0 | 53910 | 1.4889 | 0.7875 |
| 0.0092 | 1798.0 | 53940 | 1.5039 | 0.8208 |
| 0.0092 | 1799.0 | 53970 | 1.3737 | 0.7958 |
| 0.0087 | 1800.0 | 54000 | 1.5132 | 0.7875 |
| 0.0087 | 1801.0 | 54030 | 1.4327 | 0.8167 |
| 0.0087 | 1802.0 | 54060 | 1.3060 | 0.8208 |
| 0.0087 | 1803.0 | 54090 | 1.3390 | 0.775 |
| 0.0087 | 1804.0 | 54120 | 1.4776 | 0.8042 |
| 0.0087 | 1805.0 | 54150 | 1.4412 | 0.8 |
| 0.0087 | 1806.0 | 54180 | 1.4395 | 0.775 |
| 0.0087 | 1807.0 | 54210 | 1.7166 | 0.7708 |
| 0.0087 | 1808.0 | 54240 | 1.3614 | 0.7875 |
| 0.0087 | 1809.0 | 54270 | 1.2557 | 0.8292 |
| 0.0087 | 1810.0 | 54300 | 1.5233 | 0.7833 |
| 0.0087 | 1811.0 | 54330 | 1.1652 | 0.7917 |
| 0.0087 | 1812.0 | 54360 | 1.0636 | 0.8375 |
| 0.0087 | 1813.0 | 54390 | 1.2284 | 0.8042 |
| 0.0087 | 1814.0 | 54420 | 1.2259 | 0.8167 |
| 0.0087 | 1815.0 | 54450 | 1.4544 | 0.8083 |
| 0.0087 | 1816.0 | 54480 | 1.5231 | 0.7833 |
| 0.0092 | 1817.0 | 54510 | 1.4474 | 0.7792 |
| 0.0092 | 1818.0 | 54540 | 1.5503 | 0.8083 |
| 0.0092 | 1819.0 | 54570 | 1.2062 | 0.8083 |
| 0.0092 | 1820.0 | 54600 | 1.2325 | 0.7875 |
| 0.0092 | 1821.0 | 54630 | 1.3989 | 0.8042 |
| 0.0092 | 1822.0 | 54660 | 1.4384 | 0.8 |
| 0.0092 | 1823.0 | 54690 | 1.2723 | 0.7875 |
| 0.0092 | 1824.0 | 54720 | 1.2214 | 0.8125 |
| 0.0092 | 1825.0 | 54750 | 1.4630 | 0.8125 |
| 0.0092 | 1826.0 | 54780 | 1.2539 | 0.7833 |
| 0.0092 | 1827.0 | 54810 | 1.6401 | 0.7667 |
| 0.0092 | 1828.0 | 54840 | 1.4556 | 0.8042 |
| 0.0092 | 1829.0 | 54870 | 1.4111 | 0.7708 |
| 0.0092 | 1830.0 | 54900 | 1.5331 | 0.7875 |
| 0.0092 | 1831.0 | 54930 | 1.4464 | 0.8042 |
| 0.0092 | 1832.0 | 54960 | 1.3866 | 0.8042 |
| 0.0092 | 1833.0 | 54990 | 1.4990 | 0.7667 |
| 0.011 | 1834.0 | 55020 | 1.1754 | 0.8333 |
| 0.011 | 1835.0 | 55050 | 1.2265 | 0.8333 |
| 0.011 | 1836.0 | 55080 | 1.2726 | 0.7958 |
| 0.011 | 1837.0 | 55110 | 1.4070 | 0.7958 |
| 0.011 | 1838.0 | 55140 | 1.5753 | 0.7667 |
| 0.011 | 1839.0 | 55170 | 1.3695 | 0.7667 |
| 0.011 | 1840.0 | 55200 | 1.5525 | 0.7875 |
| 0.011 | 1841.0 | 55230 | 1.1199 | 0.7917 |
| 0.011 | 1842.0 | 55260 | 1.5401 | 0.8083 |
| 0.011 | 1843.0 | 55290 | 1.1869 | 0.8167 |
| 0.011 | 1844.0 | 55320 | 1.3938 | 0.7958 |
| 0.011 | 1845.0 | 55350 | 1.2166 | 0.8333 |
| 0.011 | 1846.0 | 55380 | 1.4912 | 0.7917 |
| 0.011 | 1847.0 | 55410 | 2.0722 | 0.7583 |
| 0.011 | 1848.0 | 55440 | 1.4814 | 0.7792 |
| 0.011 | 1849.0 | 55470 | 1.2156 | 0.7917 |
| 0.0093 | 1850.0 | 55500 | 1.4209 | 0.8292 |
| 0.0093 | 1851.0 | 55530 | 1.4285 | 0.7917 |
| 0.0093 | 1852.0 | 55560 | 1.4826 | 0.7958 |
| 0.0093 | 1853.0 | 55590 | 1.3639 | 0.7708 |
| 0.0093 | 1854.0 | 55620 | 1.5322 | 0.7875 |
| 0.0093 | 1855.0 | 55650 | 1.2177 | 0.8083 |
| 0.0093 | 1856.0 | 55680 | 1.3090 | 0.7792 |
| 0.0093 | 1857.0 | 55710 | 1.3316 | 0.7917 |
| 0.0093 | 1858.0 | 55740 | 1.3497 | 0.8 |
| 0.0093 | 1859.0 | 55770 | 1.4211 | 0.7583 |
| 0.0093 | 1860.0 | 55800 | 1.2918 | 0.8083 |
| 0.0093 | 1861.0 | 55830 | 1.3925 | 0.7917 |
| 0.0093 | 1862.0 | 55860 | 1.4005 | 0.7958 |
| 0.0093 | 1863.0 | 55890 | 1.5641 | 0.7875 |
| 0.0093 | 1864.0 | 55920 | 1.5612 | 0.7875 |
| 0.0093 | 1865.0 | 55950 | 1.3880 | 0.7833 |
| 0.0093 | 1866.0 | 55980 | 1.2307 | 0.825 |
| 0.01 | 1867.0 | 56010 | 1.3204 | 0.8292 |
| 0.01 | 1868.0 | 56040 | 1.6270 | 0.775 |
| 0.01 | 1869.0 | 56070 | 1.3512 | 0.775 |
| 0.01 | 1870.0 | 56100 | 1.2808 | 0.8 |
| 0.01 | 1871.0 | 56130 | 1.5210 | 0.7667 |
| 0.01 | 1872.0 | 56160 | 1.2638 | 0.8083 |
| 0.01 | 1873.0 | 56190 | 1.4639 | 0.7833 |
| 0.01 | 1874.0 | 56220 | 1.7515 | 0.7292 |
| 0.01 | 1875.0 | 56250 | 1.5528 | 0.7875 |
| 0.01 | 1876.0 | 56280 | 1.4582 | 0.7875 |
| 0.01 | 1877.0 | 56310 | 1.5549 | 0.7875 |
| 0.01 | 1878.0 | 56340 | 1.1945 | 0.8208 |
| 0.01 | 1879.0 | 56370 | 1.5149 | 0.8 |
| 0.01 | 1880.0 | 56400 | 1.3831 | 0.7667 |
| 0.01 | 1881.0 | 56430 | 1.5024 | 0.7792 |
| 0.01 | 1882.0 | 56460 | 1.3748 | 0.8167 |
| 0.01 | 1883.0 | 56490 | 1.4295 | 0.8 |
| 0.0075 | 1884.0 | 56520 | 1.4949 | 0.7833 |
| 0.0075 | 1885.0 | 56550 | 1.6528 | 0.7667 |
| 0.0075 | 1886.0 | 56580 | 1.3022 | 0.8042 |
| 0.0075 | 1887.0 | 56610 | 1.4377 | 0.7792 |
| 0.0075 | 1888.0 | 56640 | 1.3229 | 0.8208 |
| 0.0075 | 1889.0 | 56670 | 1.8277 | 0.8 |
| 0.0075 | 1890.0 | 56700 | 1.1062 | 0.825 |
| 0.0075 | 1891.0 | 56730 | 1.5968 | 0.7667 |
| 0.0075 | 1892.0 | 56760 | 1.2030 | 0.8208 |
| 0.0075 | 1893.0 | 56790 | 1.1057 | 0.8208 |
| 0.0075 | 1894.0 | 56820 | 1.1445 | 0.7917 |
| 0.0075 | 1895.0 | 56850 | 1.5530 | 0.8042 |
| 0.0075 | 1896.0 | 56880 | 1.2015 | 0.7958 |
| 0.0075 | 1897.0 | 56910 | 1.3523 | 0.8125 |
| 0.0075 | 1898.0 | 56940 | 1.4890 | 0.7875 |
| 0.0075 | 1899.0 | 56970 | 1.2990 | 0.8333 |
| 0.0073 | 1900.0 | 57000 | 1.3289 | 0.8208 |
| 0.0073 | 1901.0 | 57030 | 1.3369 | 0.7917 |
| 0.0073 | 1902.0 | 57060 | 1.1434 | 0.8375 |
| 0.0073 | 1903.0 | 57090 | 1.4121 | 0.7917 |
| 0.0073 | 1904.0 | 57120 | 1.3132 | 0.7708 |
| 0.0073 | 1905.0 | 57150 | 1.4352 | 0.7958 |
| 0.0073 | 1906.0 | 57180 | 1.4682 | 0.8125 |
| 0.0073 | 1907.0 | 57210 | 1.2368 | 0.7917 |
| 0.0073 | 1908.0 | 57240 | 1.2184 | 0.8458 |
| 0.0073 | 1909.0 | 57270 | 1.5381 | 0.8042 |
| 0.0073 | 1910.0 | 57300 | 1.2602 | 0.8 |
| 0.0073 | 1911.0 | 57330 | 1.4832 | 0.8042 |
| 0.0073 | 1912.0 | 57360 | 1.3544 | 0.7833 |
| 0.0073 | 1913.0 | 57390 | 1.3065 | 0.8125 |
| 0.0073 | 1914.0 | 57420 | 1.3738 | 0.7708 |
| 0.0073 | 1915.0 | 57450 | 1.4057 | 0.7875 |
| 0.0073 | 1916.0 | 57480 | 1.4792 | 0.7917 |
| 0.0096 | 1917.0 | 57510 | 1.4106 | 0.8083 |
| 0.0096 | 1918.0 | 57540 | 1.8933 | 0.7625 |
| 0.0096 | 1919.0 | 57570 | 1.2972 | 0.8083 |
| 0.0096 | 1920.0 | 57600 | 1.5340 | 0.775 |
| 0.0096 | 1921.0 | 57630 | 1.3333 | 0.8125 |
| 0.0096 | 1922.0 | 57660 | 1.6496 | 0.7542 |
| 0.0096 | 1923.0 | 57690 | 1.6254 | 0.7917 |
| 0.0096 | 1924.0 | 57720 | 1.3081 | 0.8 |
| 0.0096 | 1925.0 | 57750 | 1.4128 | 0.7958 |
| 0.0096 | 1926.0 | 57780 | 1.3969 | 0.7958 |
| 0.0096 | 1927.0 | 57810 | 1.3021 | 0.8333 |
| 0.0096 | 1928.0 | 57840 | 1.6577 | 0.8083 |
| 0.0096 | 1929.0 | 57870 | 1.3530 | 0.8458 |
| 0.0096 | 1930.0 | 57900 | 1.6314 | 0.7667 |
| 0.0096 | 1931.0 | 57930 | 1.2392 | 0.7958 |
| 0.0096 | 1932.0 | 57960 | 1.5000 | 0.7833 |
| 0.0096 | 1933.0 | 57990 | 1.5883 | 0.7958 |
| 0.0092 | 1934.0 | 58020 | 1.0950 | 0.8083 |
| 0.0092 | 1935.0 | 58050 | 1.6003 | 0.7875 |
| 0.0092 | 1936.0 | 58080 | 1.2340 | 0.8042 |
| 0.0092 | 1937.0 | 58110 | 1.5221 | 0.7958 |
| 0.0092 | 1938.0 | 58140 | 1.5097 | 0.8042 |
| 0.0092 | 1939.0 | 58170 | 1.2358 | 0.7917 |
| 0.0092 | 1940.0 | 58200 | 1.3919 | 0.8042 |
| 0.0092 | 1941.0 | 58230 | 1.2941 | 0.8125 |
| 0.0092 | 1942.0 | 58260 | 1.3583 | 0.7875 |
| 0.0092 | 1943.0 | 58290 | 1.2504 | 0.775 |
| 0.0092 | 1944.0 | 58320 | 1.2353 | 0.8042 |
| 0.0092 | 1945.0 | 58350 | 1.5725 | 0.7708 |
| 0.0092 | 1946.0 | 58380 | 1.2969 | 0.8042 |
| 0.0092 | 1947.0 | 58410 | 1.3742 | 0.7958 |
| 0.0092 | 1948.0 | 58440 | 1.4705 | 0.8167 |
| 0.0092 | 1949.0 | 58470 | 1.1498 | 0.825 |
| 0.0091 | 1950.0 | 58500 | 1.4432 | 0.7917 |
| 0.0091 | 1951.0 | 58530 | 1.3812 | 0.825 |
| 0.0091 | 1952.0 | 58560 | 1.3279 | 0.8125 |
| 0.0091 | 1953.0 | 58590 | 1.3954 | 0.8 |
| 0.0091 | 1954.0 | 58620 | 1.3180 | 0.8208 |
| 0.0091 | 1955.0 | 58650 | 1.2914 | 0.825 |
| 0.0091 | 1956.0 | 58680 | 1.4334 | 0.8292 |
| 0.0091 | 1957.0 | 58710 | 1.4698 | 0.8083 |
| 0.0091 | 1958.0 | 58740 | 1.3515 | 0.8125 |
| 0.0091 | 1959.0 | 58770 | 1.2476 | 0.8042 |
| 0.0091 | 1960.0 | 58800 | 1.5237 | 0.7792 |
| 0.0091 | 1961.0 | 58830 | 1.4550 | 0.7958 |
| 0.0091 | 1962.0 | 58860 | 1.3967 | 0.8167 |
| 0.0091 | 1963.0 | 58890 | 1.6567 | 0.7542 |
| 0.0091 | 1964.0 | 58920 | 1.5198 | 0.8042 |
| 0.0091 | 1965.0 | 58950 | 1.2391 | 0.8083 |
| 0.0091 | 1966.0 | 58980 | 1.4267 | 0.7625 |
| 0.0078 | 1967.0 | 59010 | 1.2633 | 0.7625 |
| 0.0078 | 1968.0 | 59040 | 1.6378 | 0.8 |
| 0.0078 | 1969.0 | 59070 | 1.2498 | 0.7833 |
| 0.0078 | 1970.0 | 59100 | 1.2138 | 0.7667 |
| 0.0078 | 1971.0 | 59130 | 1.3609 | 0.7667 |
| 0.0078 | 1972.0 | 59160 | 1.1123 | 0.8083 |
| 0.0078 | 1973.0 | 59190 | 1.3055 | 0.8125 |
| 0.0078 | 1974.0 | 59220 | 1.2567 | 0.8375 |
| 0.0078 | 1975.0 | 59250 | 1.2136 | 0.8 |
| 0.0078 | 1976.0 | 59280 | 1.4452 | 0.7667 |
| 0.0078 | 1977.0 | 59310 | 1.3163 | 0.8458 |
| 0.0078 | 1978.0 | 59340 | 1.4422 | 0.7708 |
| 0.0078 | 1979.0 | 59370 | 1.1028 | 0.8083 |
| 0.0078 | 1980.0 | 59400 | 1.2743 | 0.8042 |
| 0.0078 | 1981.0 | 59430 | 1.1929 | 0.8167 |
| 0.0078 | 1982.0 | 59460 | 1.2579 | 0.8083 |
| 0.0078 | 1983.0 | 59490 | 1.3026 | 0.7958 |
| 0.0083 | 1984.0 | 59520 | 1.4051 | 0.8042 |
| 0.0083 | 1985.0 | 59550 | 1.2011 | 0.8083 |
| 0.0083 | 1986.0 | 59580 | 1.3644 | 0.7583 |
| 0.0083 | 1987.0 | 59610 | 1.7503 | 0.7833 |
| 0.0083 | 1988.0 | 59640 | 1.1952 | 0.8042 |
| 0.0083 | 1989.0 | 59670 | 1.5411 | 0.7833 |
| 0.0083 | 1990.0 | 59700 | 1.2093 | 0.8167 |
| 0.0083 | 1991.0 | 59730 | 1.3150 | 0.7708 |
| 0.0083 | 1992.0 | 59760 | 1.5014 | 0.775 |
| 0.0083 | 1993.0 | 59790 | 1.3844 | 0.8042 |
| 0.0083 | 1994.0 | 59820 | 1.4835 | 0.8 |
| 0.0083 | 1995.0 | 59850 | 1.6885 | 0.7708 |
| 0.0083 | 1996.0 | 59880 | 1.6286 | 0.7625 |
| 0.0083 | 1997.0 | 59910 | 1.4851 | 0.8 |
| 0.0083 | 1998.0 | 59940 | 1.3521 | 0.7792 |
| 0.0083 | 1999.0 | 59970 | 1.1506 | 0.7917 |
| 0.0072 | 2000.0 | 60000 | 1.2296 | 0.8125 |
### Framework versions
- Transformers 4.42.2
- Pytorch 2.3.0
- Datasets 2.15.0
- Tokenizers 0.19.1
## Limitations and future work
- The model's performance needs further validation on more diverse and clinical datasets.
- The use of SMOTE for balancing classes can introduce some artifacts, so other balancing techniques could be explored.
- Future work could include experimenting with different architectures and fine-tuning strategies to improve performance.
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