pytorch generated_from_trainer dataset:bionlp2004 license:apache-2.0 region:us
---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- bionlp2004
metrics:
- precision
- recall
- f1
- accuracy
model-index:
- name: test_16_2770
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# test_16_2770

This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the bionlp2004 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6607
- Precision: 0.7753
- Recall: 0.8003
- F1: 0.7876
- Accuracy: 0.9420

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000

### Training results

| Training Loss | Epoch  | Step   | Validation Loss | Precision | Recall | F1     | Accuracy |
|:-------------:|:------:|:------:|:---------------:|:---------:|:------:|:------:|:--------:|
| No log        | 1.0    | 174    | 0.2580          | 0.5740    | 0.6811 | 0.6230 | 0.9116   |
| No log        | 2.0    | 348    | 0.2144          | 0.6861    | 0.7045 | 0.6952 | 0.9292   |
| 0.3061        | 3.0    | 522    | 0.2026          | 0.6843    | 0.7598 | 0.7201 | 0.9337   |
| 0.3061        | 4.0    | 696    | 0.1943          | 0.7174    | 0.7500 | 0.7333 | 0.9373   |
| 0.3061        | 5.0    | 870    | 0.2267          | 0.6492    | 0.6586 | 0.6539 | 0.9215   |
| 0.1644        | 6.0    | 1044   | 0.2055          | 0.7073    | 0.7518 | 0.7289 | 0.9365   |
| 0.1644        | 7.0    | 1218   | 0.2213          | 0.6942    | 0.7513 | 0.7216 | 0.9331   |
| 0.1644        | 8.0    | 1392   | 0.2047          | 0.7201    | 0.7745 | 0.7463 | 0.9375   |
| 0.121         | 9.0    | 1566   | 0.2138          | 0.7214    | 0.7837 | 0.7513 | 0.9372   |
| 0.121         | 10.0   | 1740   | 0.2279          | 0.6868    | 0.7769 | 0.7291 | 0.9330   |
| 0.121         | 11.0   | 1914   | 0.2437          | 0.7201    | 0.7430 | 0.7314 | 0.9335   |
| 0.0985        | 12.0   | 2088   | 0.2396          | 0.7210    | 0.7353 | 0.7281 | 0.9322   |
| 0.0985        | 13.0   | 2262   | 0.2532          | 0.6977    | 0.7542 | 0.7248 | 0.9333   |
| 0.0985        | 14.0   | 2436   | 0.2704          | 0.7227    | 0.7331 | 0.7279 | 0.9334   |
| 0.0801        | 15.0   | 2610   | 0.2632          | 0.7147    | 0.7598 | 0.7366 | 0.9347   |
| 0.0801        | 16.0   | 2784   | 0.2759          | 0.7110    | 0.7985 | 0.7522 | 0.9381   |
| 0.0801        | 17.0   | 2958   | 0.2968          | 0.7333    | 0.7724 | 0.7523 | 0.9356   |
| 0.0703        | 18.0   | 3132   | 0.2678          | 0.7169    | 0.7693 | 0.7422 | 0.9356   |
| 0.0703        | 19.0   | 3306   | 0.2808          | 0.7071    | 0.7785 | 0.7411 | 0.9357   |
| 0.0703        | 20.0   | 3480   | 0.2772          | 0.7103    | 0.7563 | 0.7326 | 0.9344   |
| 0.0606        | 21.0   | 3654   | 0.3072          | 0.7381    | 0.7572 | 0.7476 | 0.9373   |
| 0.0606        | 22.0   | 3828   | 0.3188          | 0.7152    | 0.7634 | 0.7385 | 0.9346   |
| 0.0503        | 23.0   | 4002   | 0.3239          | 0.7008    | 0.7612 | 0.7297 | 0.9306   |
| 0.0503        | 24.0   | 4176   | 0.3289          | 0.7190    | 0.7488 | 0.7336 | 0.9348   |
| 0.0503        | 25.0   | 4350   | 0.3337          | 0.7305    | 0.7776 | 0.7533 | 0.9365   |
| 0.046         | 26.0   | 4524   | 0.3233          | 0.7263    | 0.7709 | 0.7480 | 0.9358   |
| 0.046         | 27.0   | 4698   | 0.3178          | 0.7239    | 0.7655 | 0.7442 | 0.9368   |
| 0.046         | 28.0   | 4872   | 0.3252          | 0.7096    | 0.7801 | 0.7432 | 0.9367   |
| 0.0426        | 29.0   | 5046   | 0.3322          | 0.7202    | 0.7819 | 0.7498 | 0.9369   |
| 0.0426        | 30.0   | 5220   | 0.3316          | 0.7225    | 0.7785 | 0.7495 | 0.9380   |
| 0.0426        | 31.0   | 5394   | 0.3721          | 0.7110    | 0.7542 | 0.7320 | 0.9322   |
| 0.0383        | 32.0   | 5568   | 0.3529          | 0.7269    | 0.7619 | 0.7440 | 0.9366   |
| 0.0383        | 33.0   | 5742   | 0.3476          | 0.7302    | 0.7526 | 0.7412 | 0.9350   |
| 0.0383        | 34.0   | 5916   | 0.3328          | 0.7251    | 0.7632 | 0.7436 | 0.9360   |
| 0.0389        | 35.0   | 6090   | 0.3397          | 0.7212    | 0.7583 | 0.7393 | 0.9356   |
| 0.0389        | 36.0   | 6264   | 0.3500          | 0.7328    | 0.7641 | 0.7481 | 0.9354   |
| 0.0389        | 37.0   | 6438   | 0.3474          | 0.7339    | 0.7387 | 0.7363 | 0.9345   |
| 0.0325        | 38.0   | 6612   | 0.3530          | 0.7297    | 0.7765 | 0.7524 | 0.9364   |
| 0.0325        | 39.0   | 6786   | 0.3731          | 0.7124    | 0.7963 | 0.7520 | 0.9355   |
| 0.0325        | 40.0   | 6960   | 0.3618          | 0.7237    | 0.7522 | 0.7377 | 0.9339   |
| 0.0291        | 41.0   | 7134   | 0.3641          | 0.7266    | 0.7618 | 0.7437 | 0.9349   |
| 0.0291        | 42.0   | 7308   | 0.3776          | 0.7327    | 0.7749 | 0.7532 | 0.9361   |
| 0.0291        | 43.0   | 7482   | 0.3596          | 0.7314    | 0.7592 | 0.7451 | 0.9348   |
| 0.0304        | 44.0   | 7656   | 0.3564          | 0.7447    | 0.7506 | 0.7476 | 0.9364   |
| 0.0304        | 45.0   | 7830   | 0.3891          | 0.7243    | 0.7754 | 0.7490 | 0.9358   |
| 0.0305        | 46.0   | 8004   | 0.3380          | 0.7239    | 0.7580 | 0.7406 | 0.9358   |
| 0.0305        | 47.0   | 8178   | 0.3861          | 0.7271    | 0.7652 | 0.7456 | 0.9362   |
| 0.0305        | 48.0   | 8352   | 0.3934          | 0.7279    | 0.7688 | 0.7478 | 0.9350   |
| 0.0301        | 49.0   | 8526   | 0.3685          | 0.7424    | 0.7785 | 0.7600 | 0.9369   |
| 0.0301        | 50.0   | 8700   | 0.4242          | 0.7200    | 0.7551 | 0.7371 | 0.9331   |
| 0.0301        | 51.0   | 8874   | 0.4039          | 0.7457    | 0.7547 | 0.7502 | 0.9363   |
| 0.0254        | 52.0   | 9048   | 0.3900          | 0.7256    | 0.7645 | 0.7445 | 0.9348   |
| 0.0254        | 53.0   | 9222   | 0.3629          | 0.7399    | 0.7832 | 0.7609 | 0.9378   |
| 0.0254        | 54.0   | 9396   | 0.3840          | 0.7433    | 0.7735 | 0.7581 | 0.9378   |
| 0.0261        | 55.0   | 9570   | 0.3835          | 0.7303    | 0.7637 | 0.7467 | 0.9356   |
| 0.0261        | 56.0   | 9744   | 0.4042          | 0.7264    | 0.7612 | 0.7434 | 0.9343   |
| 0.0261        | 57.0   | 9918   | 0.3912          | 0.7121    | 0.7978 | 0.7525 | 0.9363   |
| 0.0253        | 58.0   | 10092  | 0.3733          | 0.7407    | 0.7690 | 0.7546 | 0.9377   |
| 0.0253        | 59.0   | 10266  | 0.3972          | 0.7302    | 0.7889 | 0.7584 | 0.9363   |
| 0.0253        | 60.0   | 10440  | 0.4311          | 0.7362    | 0.7522 | 0.7441 | 0.9348   |
| 0.0257        | 61.0   | 10614  | 0.4097          | 0.7361    | 0.7817 | 0.7583 | 0.9372   |
| 0.0257        | 62.0   | 10788  | 0.4141          | 0.7429    | 0.7801 | 0.7611 | 0.9373   |
| 0.0257        | 63.0   | 10962  | 0.4130          | 0.7289    | 0.7731 | 0.7503 | 0.9367   |
| 0.0224        | 64.0   | 11136  | 0.4004          | 0.7211    | 0.7837 | 0.7511 | 0.9361   |
| 0.0224        | 65.0   | 11310  | 0.3668          | 0.7269    | 0.7663 | 0.7460 | 0.9361   |
| 0.0224        | 66.0   | 11484  | 0.3736          | 0.7285    | 0.7875 | 0.7568 | 0.9368   |
| 0.0238        | 67.0   | 11658  | 0.3700          | 0.7253    | 0.7787 | 0.7510 | 0.9362   |
| 0.0238        | 68.0   | 11832  | 0.3940          | 0.7480    | 0.7562 | 0.7520 | 0.9360   |
| 0.0233        | 69.0   | 12006  | 0.4209          | 0.7308    | 0.7884 | 0.7585 | 0.9369   |
| 0.0233        | 70.0   | 12180  | 0.4140          | 0.7408    | 0.7718 | 0.7560 | 0.9371   |
| 0.0233        | 71.0   | 12354  | 0.3971          | 0.7501    | 0.7488 | 0.7495 | 0.9356   |
| 0.0223        | 72.0   | 12528  | 0.3904          | 0.7246    | 0.7918 | 0.7567 | 0.9387   |
| 0.0223        | 73.0   | 12702  | 0.4087          | 0.7408    | 0.7828 | 0.7612 | 0.9379   |
| 0.0223        | 74.0   | 12876  | 0.4145          | 0.7370    | 0.7942 | 0.7645 | 0.9379   |
| 0.021         | 75.0   | 13050  | 0.4130          | 0.7197    | 0.7891 | 0.7528 | 0.9357   |
| 0.021         | 76.0   | 13224  | 0.3953          | 0.7343    | 0.7852 | 0.7589 | 0.9368   |
| 0.021         | 77.0   | 13398  | 0.3903          | 0.7551    | 0.7639 | 0.7595 | 0.9377   |
| 0.0216        | 78.0   | 13572  | 0.4032          | 0.7371    | 0.7785 | 0.7572 | 0.9379   |
| 0.0216        | 79.0   | 13746  | 0.4310          | 0.7500    | 0.7808 | 0.7651 | 0.9370   |
| 0.0216        | 80.0   | 13920  | 0.3695          | 0.7297    | 0.7898 | 0.7586 | 0.9367   |
| 0.021         | 81.0   | 14094  | 0.3793          | 0.7370    | 0.7807 | 0.7582 | 0.9371   |
| 0.021         | 82.0   | 14268  | 0.4069          | 0.7427    | 0.7808 | 0.7613 | 0.9390   |
| 0.021         | 83.0   | 14442  | 0.4300          | 0.7136    | 0.7803 | 0.7455 | 0.9346   |
| 0.0198        | 84.0   | 14616  | 0.4073          | 0.7224    | 0.7704 | 0.7456 | 0.9356   |
| 0.0198        | 85.0   | 14790  | 0.3862          | 0.7402    | 0.7708 | 0.7552 | 0.9371   |
| 0.0198        | 86.0   | 14964  | 0.4018          | 0.7524    | 0.7832 | 0.7675 | 0.9390   |
| 0.0211        | 87.0   | 15138  | 0.4052          | 0.7384    | 0.7745 | 0.7560 | 0.9382   |
| 0.0211        | 88.0   | 15312  | 0.3972          | 0.7535    | 0.7850 | 0.7689 | 0.9397   |
| 0.0211        | 89.0   | 15486  | 0.4420          | 0.7318    | 0.8008 | 0.7647 | 0.9387   |
| 0.0197        | 90.0   | 15660  | 0.3784          | 0.7340    | 0.7731 | 0.7530 | 0.9372   |
| 0.0197        | 91.0   | 15834  | 0.4347          | 0.7452    | 0.7884 | 0.7662 | 0.9394   |
| 0.0183        | 92.0   | 16008  | 0.4245          | 0.7219    | 0.7733 | 0.7467 | 0.9358   |
| 0.0183        | 93.0   | 16182  | 0.4110          | 0.7436    | 0.7835 | 0.7631 | 0.9383   |
| 0.0183        | 94.0   | 16356  | 0.4004          | 0.7343    | 0.7933 | 0.7626 | 0.9386   |
| 0.0192        | 95.0   | 16530  | 0.4558          | 0.7298    | 0.7861 | 0.7569 | 0.9353   |
| 0.0192        | 96.0   | 16704  | 0.4076          | 0.7256    | 0.7677 | 0.7461 | 0.9343   |
| 0.0192        | 97.0   | 16878  | 0.4199          | 0.7338    | 0.7814 | 0.7568 | 0.9366   |
| 0.0215        | 98.0   | 17052  | 0.3818          | 0.7358    | 0.7508 | 0.7432 | 0.9351   |
| 0.0215        | 99.0   | 17226  | 0.4060          | 0.7305    | 0.7870 | 0.7577 | 0.9378   |
| 0.0215        | 100.0  | 17400  | 0.4262          | 0.7505    | 0.7585 | 0.7545 | 0.9361   |
| 0.0186        | 101.0  | 17574  | 0.3862          | 0.7306    | 0.7745 | 0.7519 | 0.9362   |
| 0.0186        | 102.0  | 17748  | 0.4218          | 0.7406    | 0.7518 | 0.7462 | 0.9349   |
| 0.0186        | 103.0  | 17922  | 0.3802          | 0.7380    | 0.7852 | 0.7608 | 0.9380   |
| 0.0207        | 104.0  | 18096  | 0.4168          | 0.7415    | 0.7736 | 0.7572 | 0.9375   |
| 0.0207        | 105.0  | 18270  | 0.4417          | 0.7349    | 0.7844 | 0.7589 | 0.9371   |
| 0.0207        | 106.0  | 18444  | 0.4423          | 0.7437    | 0.7821 | 0.7624 | 0.9375   |
| 0.0177        | 107.0  | 18618  | 0.4082          | 0.7336    | 0.7879 | 0.7597 | 0.9378   |
| 0.0177        | 108.0  | 18792  | 0.4681          | 0.7301    | 0.7598 | 0.7446 | 0.9339   |
| 0.0177        | 109.0  | 18966  | 0.4166          | 0.7415    | 0.7929 | 0.7663 | 0.9385   |
| 0.0165        | 110.0  | 19140  | 0.4409          | 0.7415    | 0.7808 | 0.7606 | 0.9369   |
| 0.0165        | 111.0  | 19314  | 0.4266          | 0.7468    | 0.7798 | 0.7629 | 0.9377   |
| 0.0165        | 112.0  | 19488  | 0.4671          | 0.7211    | 0.7837 | 0.7511 | 0.9343   |
| 0.0161        | 113.0  | 19662  | 0.4201          | 0.7484    | 0.7796 | 0.7637 | 0.9381   |
| 0.0161        | 114.0  | 19836  | 0.4184          | 0.7349    | 0.7699 | 0.7520 | 0.9363   |
| 0.0174        | 115.0  | 20010  | 0.4239          | 0.7287    | 0.7871 | 0.7568 | 0.9372   |
| 0.0174        | 116.0  | 20184  | 0.4236          | 0.7327    | 0.7927 | 0.7615 | 0.9370   |
| 0.0174        | 117.0  | 20358  | 0.4087          | 0.7529    | 0.7801 | 0.7663 | 0.9395   |
| 0.0155        | 118.0  | 20532  | 0.4413          | 0.7410    | 0.7751 | 0.7577 | 0.9359   |
| 0.0155        | 119.0  | 20706  | 0.4119          | 0.7247    | 0.8008 | 0.7609 | 0.9360   |
| 0.0155        | 120.0  | 20880  | 0.4476          | 0.7366    | 0.7726 | 0.7542 | 0.9370   |
| 0.0145        | 121.0  | 21054  | 0.4388          | 0.7429    | 0.7585 | 0.7506 | 0.9354   |
| 0.0145        | 122.0  | 21228  | 0.4221          | 0.7335    | 0.7875 | 0.7595 | 0.9365   |
| 0.0145        | 123.0  | 21402  | 0.4326          | 0.7454    | 0.7898 | 0.7670 | 0.9387   |
| 0.0162        | 124.0  | 21576  | 0.4151          | 0.7513    | 0.7724 | 0.7617 | 0.9377   |
| 0.0162        | 125.0  | 21750  | 0.4281          | 0.7330    | 0.7871 | 0.7591 | 0.9377   |
| 0.0162        | 126.0  | 21924  | 0.4078          | 0.7336    | 0.7742 | 0.7534 | 0.9362   |
| 0.0177        | 127.0  | 22098  | 0.4318          | 0.7340    | 0.7877 | 0.7599 | 0.9375   |
| 0.0177        | 128.0  | 22272  | 0.4145          | 0.7358    | 0.7684 | 0.7518 | 0.9358   |
| 0.0177        | 129.0  | 22446  | 0.4223          | 0.7482    | 0.7661 | 0.7570 | 0.9369   |
| 0.0172        | 130.0  | 22620  | 0.4315          | 0.7409    | 0.7695 | 0.7549 | 0.9361   |
| 0.0172        | 131.0  | 22794  | 0.4391          | 0.7533    | 0.7621 | 0.7577 | 0.9378   |
| 0.0172        | 132.0  | 22968  | 0.4387          | 0.7380    | 0.7938 | 0.7649 | 0.9380   |
| 0.016         | 133.0  | 23142  | 0.4193          | 0.7380    | 0.7904 | 0.7633 | 0.9374   |
| 0.016         | 134.0  | 23316  | 0.4047          | 0.7470    | 0.7614 | 0.7541 | 0.9359   |
| 0.016         | 135.0  | 23490  | 0.4181          | 0.7386    | 0.7835 | 0.7604 | 0.9362   |
| 0.0161        | 136.0  | 23664  | 0.4271          | 0.7404    | 0.7771 | 0.7583 | 0.9364   |
| 0.0161        | 137.0  | 23838  | 0.4196          | 0.7331    | 0.7686 | 0.7504 | 0.9351   |
| 0.0154        | 138.0  | 24012  | 0.4402          | 0.7405    | 0.7873 | 0.7632 | 0.9373   |
| 0.0154        | 139.0  | 24186  | 0.4462          | 0.7452    | 0.7767 | 0.7606 | 0.9371   |
| 0.0154        | 140.0  | 24360  | 0.4812          | 0.7377    | 0.7556 | 0.7466 | 0.9342   |
| 0.0135        | 141.0  | 24534  | 0.4427          | 0.7514    | 0.7637 | 0.7575 | 0.9363   |
| 0.0135        | 142.0  | 24708  | 0.4757          | 0.7391    | 0.7726 | 0.7555 | 0.9364   |
| 0.0135        | 143.0  | 24882  | 0.4717          | 0.7450    | 0.7801 | 0.7621 | 0.9365   |
| 0.0146        | 144.0  | 25056  | 0.4523          | 0.7422    | 0.7807 | 0.7609 | 0.9370   |
| 0.0146        | 145.0  | 25230  | 0.4064          | 0.7427    | 0.7814 | 0.7616 | 0.9369   |
| 0.0146        | 146.0  | 25404  | 0.4439          | 0.7458    | 0.7729 | 0.7591 | 0.9360   |
| 0.015         | 147.0  | 25578  | 0.4195          | 0.7435    | 0.7861 | 0.7642 | 0.9386   |
| 0.015         | 148.0  | 25752  | 0.4415          | 0.7197    | 0.7639 | 0.7412 | 0.9324   |
| 0.015         | 149.0  | 25926  | 0.4849          | 0.7352    | 0.7830 | 0.7584 | 0.9365   |
| 0.0152        | 150.0  | 26100  | 0.4361          | 0.7257    | 0.7933 | 0.7580 | 0.9376   |
| 0.0152        | 151.0  | 26274  | 0.4563          | 0.7441    | 0.7826 | 0.7629 | 0.9362   |
| 0.0152        | 152.0  | 26448  | 0.4426          | 0.7407    | 0.7839 | 0.7617 | 0.9383   |
| 0.0133        | 153.0  | 26622  | 0.4379          | 0.7487    | 0.7661 | 0.7573 | 0.9366   |
| 0.0133        | 154.0  | 26796  | 0.4207          | 0.7418    | 0.7819 | 0.7614 | 0.9372   |
| 0.0133        | 155.0  | 26970  | 0.4504          | 0.7445    | 0.7835 | 0.7635 | 0.9379   |
| 0.0129        | 156.0  | 27144  | 0.4425          | 0.7359    | 0.7668 | 0.7510 | 0.9350   |
| 0.0129        | 157.0  | 27318  | 0.4406          | 0.7484    | 0.7848 | 0.7662 | 0.9384   |
| 0.0129        | 158.0  | 27492  | 0.4338          | 0.7387    | 0.7745 | 0.7562 | 0.9375   |
| 0.0148        | 159.0  | 27666  | 0.4249          | 0.7403    | 0.7801 | 0.7597 | 0.9381   |
| 0.0148        | 160.0  | 27840  | 0.4369          | 0.7390    | 0.7859 | 0.7617 | 0.9375   |
| 0.0155        | 161.0  | 28014  | 0.4376          | 0.7416    | 0.7798 | 0.7602 | 0.9374   |
| 0.0155        | 162.0  | 28188  | 0.4598          | 0.7549    | 0.7774 | 0.7660 | 0.9387   |
| 0.0155        | 163.0  | 28362  | 0.4303          | 0.7420    | 0.7700 | 0.7557 | 0.9361   |
| 0.0132        | 164.0  | 28536  | 0.4221          | 0.7490    | 0.7798 | 0.7641 | 0.9383   |
| 0.0132        | 165.0  | 28710  | 0.4498          | 0.7387    | 0.7758 | 0.7568 | 0.9362   |
| 0.0132        | 166.0  | 28884  | 0.4304          | 0.7506    | 0.7888 | 0.7692 | 0.9386   |
| 0.0143        | 167.0  | 29058  | 0.4085          | 0.7404    | 0.7652 | 0.7526 | 0.9369   |
| 0.0143        | 168.0  | 29232  | 0.4363          | 0.7503    | 0.7677 | 0.7589 | 0.9370   |
| 0.0143        | 169.0  | 29406  | 0.4310          | 0.7378    | 0.7627 | 0.7500 | 0.9358   |
| 0.014         | 170.0  | 29580  | 0.4197          | 0.7469    | 0.7792 | 0.7627 | 0.9373   |
| 0.014         | 171.0  | 29754  | 0.4564          | 0.7534    | 0.7983 | 0.7752 | 0.9393   |
| 0.014         | 172.0  | 29928  | 0.4644          | 0.7487    | 0.7758 | 0.7620 | 0.9366   |
| 0.0129        | 173.0  | 30102  | 0.4530          | 0.7180    | 0.7850 | 0.7500 | 0.9341   |
| 0.0129        | 174.0  | 30276  | 0.3980          | 0.7447    | 0.7897 | 0.7665 | 0.9371   |
| 0.0129        | 175.0  | 30450  | 0.4738          | 0.7439    | 0.8075 | 0.7744 | 0.9374   |
| 0.0122        | 176.0  | 30624  | 0.4251          | 0.7400    | 0.7709 | 0.7552 | 0.9372   |
| 0.0122        | 177.0  | 30798  | 0.4782          | 0.7374    | 0.7834 | 0.7597 | 0.9357   |
| 0.0122        | 178.0  | 30972  | 0.4521          | 0.7515    | 0.7861 | 0.7684 | 0.9401   |
| 0.0123        | 179.0  | 31146  | 0.4303          | 0.7576    | 0.7695 | 0.7635 | 0.9370   |
| 0.0123        | 180.0  | 31320  | 0.4230          | 0.7389    | 0.7763 | 0.7572 | 0.9376   |
| 0.0123        | 181.0  | 31494  | 0.4576          | 0.7475    | 0.7535 | 0.7505 | 0.9353   |
| 0.0132        | 182.0  | 31668  | 0.4414          | 0.7397    | 0.7736 | 0.7563 | 0.9353   |
| 0.0132        | 183.0  | 31842  | 0.4430          | 0.7428    | 0.7735 | 0.7578 | 0.9361   |
| 0.0156        | 184.0  | 32016  | 0.4060          | 0.7486    | 0.7846 | 0.7662 | 0.9375   |
| 0.0156        | 185.0  | 32190  | 0.4421          | 0.7461    | 0.7740 | 0.7598 | 0.9366   |
| 0.0156        | 186.0  | 32364  | 0.4430          | 0.7455    | 0.7821 | 0.7633 | 0.9368   |
| 0.0137        | 187.0  | 32538  | 0.4059          | 0.7488    | 0.7745 | 0.7614 | 0.9380   |
| 0.0137        | 188.0  | 32712  | 0.4546          | 0.7648    | 0.7693 | 0.7670 | 0.9388   |
| 0.0137        | 189.0  | 32886  | 0.4378          | 0.7398    | 0.7891 | 0.7637 | 0.9384   |
| 0.0118        | 190.0  | 33060  | 0.4445          | 0.7561    | 0.7976 | 0.7763 | 0.9396   |
| 0.0118        | 191.0  | 33234  | 0.4536          | 0.7626    | 0.7745 | 0.7685 | 0.9389   |
| 0.0118        | 192.0  | 33408  | 0.4277          | 0.7469    | 0.7700 | 0.7583 | 0.9355   |
| 0.0117        | 193.0  | 33582  | 0.4446          | 0.7399    | 0.7911 | 0.7647 | 0.9378   |
| 0.0117        | 194.0  | 33756  | 0.4530          | 0.7556    | 0.7654 | 0.7604 | 0.9360   |
| 0.0117        | 195.0  | 33930  | 0.4741          | 0.7405    | 0.7713 | 0.7556 | 0.9358   |
| 0.0125        | 196.0  | 34104  | 0.4256          | 0.7408    | 0.7853 | 0.7624 | 0.9375   |
| 0.0125        | 197.0  | 34278  | 0.4774          | 0.7591    | 0.7850 | 0.7718 | 0.9375   |
| 0.0125        | 198.0  | 34452  | 0.4282          | 0.7428    | 0.7823 | 0.7620 | 0.9366   |
| 0.0146        | 199.0  | 34626  | 0.4427          | 0.7527    | 0.7812 | 0.7667 | 0.9383   |
| 0.0146        | 200.0  | 34800  | 0.4572          | 0.7424    | 0.7796 | 0.7605 | 0.9356   |
| 0.0146        | 201.0  | 34974  | 0.4586          | 0.7526    | 0.7691 | 0.7608 | 0.9365   |
| 0.0119        | 202.0  | 35148  | 0.4393          | 0.7412    | 0.7729 | 0.7567 | 0.9359   |
| 0.0119        | 203.0  | 35322  | 0.4489          | 0.7540    | 0.7808 | 0.7672 | 0.9383   |
| 0.0119        | 204.0  | 35496  | 0.4314          | 0.7498    | 0.7880 | 0.7685 | 0.9381   |
| 0.0116        | 205.0  | 35670  | 0.4501          | 0.7420    | 0.7868 | 0.7637 | 0.9379   |
| 0.0116        | 206.0  | 35844  | 0.4731          | 0.7589    | 0.7945 | 0.7763 | 0.9408   |
| 0.0119        | 207.0  | 36018  | 0.4493          | 0.7595    | 0.7630 | 0.7612 | 0.9378   |
| 0.0119        | 208.0  | 36192  | 0.4570          | 0.7508    | 0.7938 | 0.7717 | 0.9389   |
| 0.0119        | 209.0  | 36366  | 0.4698          | 0.7488    | 0.7823 | 0.7652 | 0.9374   |
| 0.0111        | 210.0  | 36540  | 0.4270          | 0.7456    | 0.7817 | 0.7633 | 0.9372   |
| 0.0111        | 211.0  | 36714  | 0.4625          | 0.7470    | 0.7897 | 0.7677 | 0.9385   |
| 0.0111        | 212.0  | 36888  | 0.4973          | 0.7254    | 0.7567 | 0.7407 | 0.9321   |
| 0.0113        | 213.0  | 37062  | 0.4465          | 0.7557    | 0.7720 | 0.7638 | 0.9361   |
| 0.0113        | 214.0  | 37236  | 0.4512          | 0.7569    | 0.7843 | 0.7703 | 0.9385   |
| 0.0113        | 215.0  | 37410  | 0.4488          | 0.7477    | 0.7610 | 0.7543 | 0.9350   |
| 0.0117        | 216.0  | 37584  | 0.4719          | 0.7524    | 0.7706 | 0.7614 | 0.9369   |
| 0.0117        | 217.0  | 37758  | 0.4410          | 0.7449    | 0.7682 | 0.7564 | 0.9354   |
| 0.0117        | 218.0  | 37932  | 0.4638          | 0.7537    | 0.7754 | 0.7644 | 0.9384   |
| 0.0123        | 219.0  | 38106  | 0.4629          | 0.7324    | 0.7796 | 0.7552 | 0.9347   |
| 0.0123        | 220.0  | 38280  | 0.4268          | 0.7688    | 0.7744 | 0.7716 | 0.9387   |
| 0.0123        | 221.0  | 38454  | 0.4265          | 0.7575    | 0.7796 | 0.7684 | 0.9379   |
| 0.0118        | 222.0  | 38628  | 0.4469          | 0.7496    | 0.7855 | 0.7671 | 0.9393   |
| 0.0118        | 223.0  | 38802  | 0.4554          | 0.7517    | 0.7925 | 0.7716 | 0.9386   |
| 0.0118        | 224.0  | 38976  | 0.4262          | 0.7447    | 0.7720 | 0.7581 | 0.9362   |
| 0.0115        | 225.0  | 39150  | 0.4910          | 0.7658    | 0.7661 | 0.7659 | 0.9362   |
| 0.0115        | 226.0  | 39324  | 0.5130          | 0.7545    | 0.7774 | 0.7658 | 0.9372   |
| 0.0115        | 227.0  | 39498  | 0.4266          | 0.7534    | 0.7857 | 0.7692 | 0.9376   |
| 0.01          | 228.0  | 39672  | 0.5057          | 0.7469    | 0.7799 | 0.7630 | 0.9385   |
| 0.01          | 229.0  | 39846  | 0.4558          | 0.7404    | 0.7961 | 0.7673 | 0.9373   |
| 0.0085        | 230.0  | 40020  | 0.4580          | 0.7675    | 0.7828 | 0.7751 | 0.9397   |
| 0.0085        | 231.0  | 40194  | 0.5008          | 0.7576    | 0.7774 | 0.7674 | 0.9379   |
| 0.0085        | 232.0  | 40368  | 0.4653          | 0.7545    | 0.7639 | 0.7592 | 0.9361   |
| 0.0113        | 233.0  | 40542  | 0.4747          | 0.7344    | 0.7756 | 0.7544 | 0.9359   |
| 0.0113        | 234.0  | 40716  | 0.4761          | 0.7567    | 0.7798 | 0.7681 | 0.9378   |
| 0.0113        | 235.0  | 40890  | 0.4616          | 0.7532    | 0.7745 | 0.7637 | 0.9374   |
| 0.0121        | 236.0  | 41064  | 0.4353          | 0.7492    | 0.7902 | 0.7691 | 0.9376   |
| 0.0121        | 237.0  | 41238  | 0.5062          | 0.7379    | 0.7819 | 0.7593 | 0.9364   |
| 0.0121        | 238.0  | 41412  | 0.4255          | 0.7377    | 0.7718 | 0.7544 | 0.9358   |
| 0.012         | 239.0  | 41586  | 0.4816          | 0.7296    | 0.7740 | 0.7511 | 0.9350   |
| 0.012         | 240.0  | 41760  | 0.4983          | 0.7507    | 0.7749 | 0.7626 | 0.9353   |
| 0.012         | 241.0  | 41934  | 0.4587          | 0.7533    | 0.7857 | 0.7691 | 0.9392   |
| 0.0087        | 242.0  | 42108  | 0.4976          | 0.7471    | 0.7949 | 0.7703 | 0.9391   |
| 0.0087        | 243.0  | 42282  | 0.4927          | 0.7510    | 0.7717 | 0.7612 | 0.9371   |
| 0.0087        | 244.0  | 42456  | 0.4677          | 0.7446    | 0.7763 | 0.7601 | 0.9362   |
| 0.009         | 245.0  | 42630  | 0.4708          | 0.7528    | 0.7745 | 0.7635 | 0.9384   |
| 0.009         | 246.0  | 42804  | 0.4398          | 0.7473    | 0.7632 | 0.7552 | 0.9356   |
| 0.009         | 247.0  | 42978  | 0.4850          | 0.7577    | 0.7886 | 0.7729 | 0.9381   |
| 0.0111        | 248.0  | 43152  | 0.4562          | 0.7456    | 0.7657 | 0.7555 | 0.9364   |
| 0.0111        | 249.0  | 43326  | 0.4476          | 0.7471    | 0.7720 | 0.7594 | 0.9370   |
| 0.0103        | 250.0  | 43500  | 0.4294          | 0.7628    | 0.7756 | 0.7692 | 0.9382   |
| 0.0103        | 251.0  | 43674  | 0.4518          | 0.7503    | 0.7796 | 0.7646 | 0.9378   |
| 0.0103        | 252.0  | 43848  | 0.4473          | 0.7552    | 0.8021 | 0.7779 | 0.9401   |
| 0.0108        | 253.0  | 44022  | 0.4770          | 0.7429    | 0.7760 | 0.7591 | 0.9371   |
| 0.0108        | 254.0  | 44196  | 0.4250          | 0.7636    | 0.7747 | 0.7691 | 0.9391   |
| 0.0108        | 255.0  | 44370  | 0.4571          | 0.7550    | 0.7925 | 0.7733 | 0.9404   |
| 0.0098        | 256.0  | 44544  | 0.4702          | 0.7534    | 0.7933 | 0.7728 | 0.9376   |
| 0.0098        | 257.0  | 44718  | 0.4349          | 0.7457    | 0.8012 | 0.7725 | 0.9391   |
| 0.0098        | 258.0  | 44892  | 0.4593          | 0.7603    | 0.7987 | 0.7790 | 0.9392   |
| 0.0082        | 259.0  | 45066  | 0.4534          | 0.7585    | 0.7861 | 0.7720 | 0.9397   |
| 0.0082        | 260.0  | 45240  | 0.4422          | 0.7447    | 0.7960 | 0.7695 | 0.9392   |
| 0.0082        | 261.0  | 45414  | 0.4863          | 0.7430    | 0.8059 | 0.7732 | 0.9368   |
| 0.009         | 262.0  | 45588  | 0.4416          | 0.7541    | 0.7893 | 0.7713 | 0.9379   |
| 0.009         | 263.0  | 45762  | 0.4348          | 0.7636    | 0.7934 | 0.7782 | 0.9394   |
| 0.009         | 264.0  | 45936  | 0.4388          | 0.7456    | 0.7979 | 0.7709 | 0.9377   |
| 0.01          | 265.0  | 46110  | 0.4662          | 0.7424    | 0.7906 | 0.7657 | 0.9376   |
| 0.01          | 266.0  | 46284  | 0.4444          | 0.7392    | 0.7673 | 0.7530 | 0.9364   |
| 0.01          | 267.0  | 46458  | 0.4596          | 0.7477    | 0.7862 | 0.7665 | 0.9373   |
| 0.0109        | 268.0  | 46632  | 0.4544          | 0.7588    | 0.7848 | 0.7716 | 0.9385   |
| 0.0109        | 269.0  | 46806  | 0.5061          | 0.7548    | 0.7961 | 0.7749 | 0.9383   |
| 0.0109        | 270.0  | 46980  | 0.4716          | 0.7675    | 0.7789 | 0.7731 | 0.9392   |
| 0.0106        | 271.0  | 47154  | 0.4670          | 0.7523    | 0.7762 | 0.7640 | 0.9378   |
| 0.0106        | 272.0  | 47328  | 0.4665          | 0.7437    | 0.7814 | 0.7621 | 0.9361   |
| 0.0094        | 273.0  | 47502  | 0.4735          | 0.7483    | 0.7855 | 0.7665 | 0.9372   |
| 0.0094        | 274.0  | 47676  | 0.4754          | 0.7443    | 0.7943 | 0.7685 | 0.9375   |
| 0.0094        | 275.0  | 47850  | 0.4715          | 0.7527    | 0.7787 | 0.7654 | 0.9381   |
| 0.0089        | 276.0  | 48024  | 0.4728          | 0.7660    | 0.7810 | 0.7734 | 0.9397   |
| 0.0089        | 277.0  | 48198  | 0.4669          | 0.7573    | 0.7855 | 0.7711 | 0.9389   |
| 0.0089        | 278.0  | 48372  | 0.4120          | 0.7557    | 0.7758 | 0.7656 | 0.9378   |
| 0.0093        | 279.0  | 48546  | 0.4624          | 0.7426    | 0.7823 | 0.7619 | 0.9378   |
| 0.0093        | 280.0  | 48720  | 0.4641          | 0.7562    | 0.7841 | 0.7699 | 0.9391   |
| 0.0093        | 281.0  | 48894  | 0.4328          | 0.7500    | 0.7695 | 0.7596 | 0.9383   |
| 0.0087        | 282.0  | 49068  | 0.4777          | 0.7547    | 0.7706 | 0.7625 | 0.9380   |
| 0.0087        | 283.0  | 49242  | 0.4657          | 0.7526    | 0.7877 | 0.7697 | 0.9378   |
| 0.0087        | 284.0  | 49416  | 0.4747          | 0.7571    | 0.7801 | 0.7684 | 0.9387   |
| 0.0089        | 285.0  | 49590  | 0.4648          | 0.7487    | 0.7799 | 0.7640 | 0.9366   |
| 0.0089        | 286.0  | 49764  | 0.4483          | 0.7335    | 0.7758 | 0.7541 | 0.9372   |
| 0.0089        | 287.0  | 49938  | 0.4479          | 0.7642    | 0.7970 | 0.7803 | 0.9419   |
| 0.0092        | 288.0  | 50112  | 0.4889          | 0.7656    | 0.7688 | 0.7672 | 0.9390   |
| 0.0092        | 289.0  | 50286  | 0.4417          | 0.7663    | 0.7771 | 0.7716 | 0.9390   |
| 0.0092        | 290.0  | 50460  | 0.4840          | 0.7610    | 0.7994 | 0.7797 | 0.9404   |
| 0.0105        | 291.0  | 50634  | 0.4518          | 0.7604    | 0.8001 | 0.7797 | 0.9403   |
| 0.0105        | 292.0  | 50808  | 0.4606          | 0.7577    | 0.7891 | 0.7731 | 0.9396   |
| 0.0105        | 293.0  | 50982  | 0.4604          | 0.7654    | 0.7769 | 0.7711 | 0.9396   |
| 0.0084        | 294.0  | 51156  | 0.4559          | 0.7564    | 0.7913 | 0.7735 | 0.9392   |
| 0.0084        | 295.0  | 51330  | 0.4397          | 0.7561    | 0.7933 | 0.7742 | 0.9396   |
| 0.008         | 296.0  | 51504  | 0.4298          | 0.7526    | 0.7909 | 0.7713 | 0.9401   |
| 0.008         | 297.0  | 51678  | 0.4616          | 0.7621    | 0.7880 | 0.7749 | 0.9404   |
| 0.008         | 298.0  | 51852  | 0.4714          | 0.7561    | 0.7999 | 0.7774 | 0.9409   |
| 0.0088        | 299.0  | 52026  | 0.4828          | 0.7509    | 0.7763 | 0.7634 | 0.9387   |
| 0.0088        | 300.0  | 52200  | 0.4897          | 0.7538    | 0.7871 | 0.7701 | 0.9388   |
| 0.0088        | 301.0  | 52374  | 0.4290          | 0.7636    | 0.7810 | 0.7722 | 0.9393   |
| 0.0098        | 302.0  | 52548  | 0.4747          | 0.7546    | 0.8024 | 0.7778 | 0.9411   |
| 0.0098        | 303.0  | 52722  | 0.4725          | 0.7595    | 0.7724 | 0.7659 | 0.9376   |
| 0.0098        | 304.0  | 52896  | 0.4325          | 0.7551    | 0.7897 | 0.7720 | 0.9390   |
| 0.0076        | 305.0  | 53070  | 0.4582          | 0.7573    | 0.7772 | 0.7672 | 0.9387   |
| 0.0076        | 306.0  | 53244  | 0.4364          | 0.7575    | 0.7792 | 0.7682 | 0.9387   |
| 0.0076        | 307.0  | 53418  | 0.4393          | 0.7439    | 0.7925 | 0.7675 | 0.9384   |
| 0.0077        | 308.0  | 53592  | 0.4559          | 0.7648    | 0.7862 | 0.7754 | 0.9394   |
| 0.0077        | 309.0  | 53766  | 0.4433          | 0.7556    | 0.7943 | 0.7745 | 0.9391   |
| 0.0077        | 310.0  | 53940  | 0.4418          | 0.7604    | 0.7945 | 0.7771 | 0.9402   |
| 0.0094        | 311.0  | 54114  | 0.4688          | 0.7552    | 0.7841 | 0.7694 | 0.9378   |
| 0.0094        | 312.0  | 54288  | 0.4746          | 0.7486    | 0.7690 | 0.7586 | 0.9351   |
| 0.0094        | 313.0  | 54462  | 0.4710          | 0.7535    | 0.7981 | 0.7752 | 0.9392   |
| 0.0084        | 314.0  | 54636  | 0.4606          | 0.7616    | 0.7927 | 0.7768 | 0.9386   |
| 0.0084        | 315.0  | 54810  | 0.4697          | 0.7488    | 0.7817 | 0.7649 | 0.9378   |
| 0.0084        | 316.0  | 54984  | 0.4446          | 0.7537    | 0.7835 | 0.7683 | 0.9380   |
| 0.0084        | 317.0  | 55158  | 0.4825          | 0.7537    | 0.7868 | 0.7699 | 0.9381   |
| 0.0084        | 318.0  | 55332  | 0.4835          | 0.7608    | 0.7882 | 0.7743 | 0.9390   |
| 0.0066        | 319.0  | 55506  | 0.4834          | 0.7663    | 0.7830 | 0.7746 | 0.9384   |
| 0.0066        | 320.0  | 55680  | 0.4519          | 0.7537    | 0.7826 | 0.7679 | 0.9381   |
| 0.0066        | 321.0  | 55854  | 0.4876          | 0.7611    | 0.7906 | 0.7755 | 0.9396   |
| 0.0074        | 322.0  | 56028  | 0.4718          | 0.7484    | 0.7823 | 0.7650 | 0.9384   |
| 0.0074        | 323.0  | 56202  | 0.4727          | 0.7550    | 0.7753 | 0.7650 | 0.9377   |
| 0.0074        | 324.0  | 56376  | 0.4820          | 0.7440    | 0.7753 | 0.7593 | 0.9375   |
| 0.0078        | 325.0  | 56550  | 0.4857          | 0.7538    | 0.7765 | 0.7650 | 0.9378   |
| 0.0078        | 326.0  | 56724  | 0.4881          | 0.7522    | 0.7828 | 0.7672 | 0.9384   |
| 0.0078        | 327.0  | 56898  | 0.4716          | 0.7538    | 0.7884 | 0.7707 | 0.9385   |
| 0.0079        | 328.0  | 57072  | 0.5031          | 0.7542    | 0.7508 | 0.7525 | 0.9335   |
| 0.0079        | 329.0  | 57246  | 0.4723          | 0.7592    | 0.7916 | 0.7751 | 0.9406   |
| 0.0079        | 330.0  | 57420  | 0.4659          | 0.7597    | 0.7978 | 0.7783 | 0.9400   |
| 0.0071        | 331.0  | 57594  | 0.4736          | 0.7503    | 0.7918 | 0.7705 | 0.9395   |
| 0.0071        | 332.0  | 57768  | 0.4928          | 0.7580    | 0.7729 | 0.7654 | 0.9373   |
| 0.0071        | 333.0  | 57942  | 0.4644          | 0.7553    | 0.7920 | 0.7732 | 0.9400   |
| 0.0084        | 334.0  | 58116  | 0.4374          | 0.7522    | 0.7812 | 0.7664 | 0.9382   |
| 0.0084        | 335.0  | 58290  | 0.4875          | 0.7513    | 0.8057 | 0.7775 | 0.9399   |
| 0.0084        | 336.0  | 58464  | 0.4719          | 0.7526    | 0.7763 | 0.7643 | 0.9374   |
| 0.0082        | 337.0  | 58638  | 0.4881          | 0.7439    | 0.7900 | 0.7663 | 0.9381   |
| 0.0082        | 338.0  | 58812  | 0.4615          | 0.7385    | 0.7952 | 0.7658 | 0.9388   |
| 0.0082        | 339.0  | 58986  | 0.4831          | 0.7529    | 0.7659 | 0.7593 | 0.9361   |
| 0.0071        | 340.0  | 59160  | 0.4570          | 0.7511    | 0.7803 | 0.7654 | 0.9372   |
| 0.0071        | 341.0  | 59334  | 0.4806          | 0.7453    | 0.7934 | 0.7686 | 0.9377   |
| 0.0073        | 342.0  | 59508  | 0.4975          | 0.7451    | 0.7807 | 0.7625 | 0.9373   |
| 0.0073        | 343.0  | 59682  | 0.4970          | 0.7489    | 0.8010 | 0.7741 | 0.9397   |
| 0.0073        | 344.0  | 59856  | 0.4881          | 0.7528    | 0.7727 | 0.7626 | 0.9380   |
| 0.0068        | 345.0  | 60030  | 0.4667          | 0.7534    | 0.7879 | 0.7702 | 0.9399   |
| 0.0068        | 346.0  | 60204  | 0.4656          | 0.7562    | 0.7787 | 0.7673 | 0.9383   |
| 0.0068        | 347.0  | 60378  | 0.4717          | 0.7473    | 0.7907 | 0.7684 | 0.9380   |
| 0.0078        | 348.0  | 60552  | 0.4204          | 0.7532    | 0.7945 | 0.7733 | 0.9398   |
| 0.0078        | 349.0  | 60726  | 0.4325          | 0.7525    | 0.7835 | 0.7677 | 0.9391   |
| 0.0078        | 350.0  | 60900  | 0.4657          | 0.7536    | 0.7893 | 0.7710 | 0.9384   |
| 0.0078        | 351.0  | 61074  | 0.4641          | 0.7576    | 0.8026 | 0.7795 | 0.9416   |
| 0.0078        | 352.0  | 61248  | 0.4661          | 0.7610    | 0.7877 | 0.7741 | 0.9395   |
| 0.0078        | 353.0  | 61422  | 0.4755          | 0.7596    | 0.8019 | 0.7802 | 0.9411   |
| 0.0076        | 354.0  | 61596  | 0.4923          | 0.7712    | 0.7960 | 0.7834 | 0.9413   |
| 0.0076        | 355.0  | 61770  | 0.4514          | 0.7624    | 0.7857 | 0.7739 | 0.9400   |
| 0.0076        | 356.0  | 61944  | 0.4318          | 0.7593    | 0.7913 | 0.7750 | 0.9402   |
| 0.0071        | 357.0  | 62118  | 0.4951          | 0.7578    | 0.7940 | 0.7755 | 0.9397   |
| 0.0071        | 358.0  | 62292  | 0.4920          | 0.7637    | 0.7997 | 0.7813 | 0.9406   |
| 0.0071        | 359.0  | 62466  | 0.4887          | 0.7631    | 0.7844 | 0.7736 | 0.9387   |
| 0.0051        | 360.0  | 62640  | 0.5305          | 0.7458    | 0.7607 | 0.7531 | 0.9343   |
| 0.0051        | 361.0  | 62814  | 0.4437          | 0.7676    | 0.7697 | 0.7686 | 0.9383   |
| 0.0051        | 362.0  | 62988  | 0.4742          | 0.7533    | 0.7934 | 0.7728 | 0.9399   |
| 0.008         | 363.0  | 63162  | 0.4632          | 0.7551    | 0.7803 | 0.7675 | 0.9382   |
| 0.008         | 364.0  | 63336  | 0.4493          | 0.7619    | 0.7861 | 0.7738 | 0.9401   |
| 0.0075        | 365.0  | 63510  | 0.4681          | 0.7410    | 0.7866 | 0.7631 | 0.9375   |
| 0.0075        | 366.0  | 63684  | 0.4856          | 0.7544    | 0.7799 | 0.7670 | 0.9388   |
| 0.0075        | 367.0  | 63858  | 0.4339          | 0.7516    | 0.7945 | 0.7725 | 0.9389   |
| 0.0065        | 368.0  | 64032  | 0.4757          | 0.7688    | 0.7837 | 0.7762 | 0.9401   |
| 0.0065        | 369.0  | 64206  | 0.4946          | 0.7516    | 0.7864 | 0.7686 | 0.9383   |
| 0.0065        | 370.0  | 64380  | 0.5174          | 0.7466    | 0.8006 | 0.7727 | 0.9386   |
| 0.0076        | 371.0  | 64554  | 0.4378          | 0.7624    | 0.7718 | 0.7671 | 0.9379   |
| 0.0076        | 372.0  | 64728  | 0.5206          | 0.7606    | 0.7828 | 0.7716 | 0.9396   |
| 0.0076        | 373.0  | 64902  | 0.4914          | 0.7545    | 0.7925 | 0.7731 | 0.9390   |
| 0.0053        | 374.0  | 65076  | 0.4985          | 0.7554    | 0.7949 | 0.7747 | 0.9398   |
| 0.0053        | 375.0  | 65250  | 0.4903          | 0.7624    | 0.7895 | 0.7757 | 0.9402   |
| 0.0053        | 376.0  | 65424  | 0.5177          | 0.7527    | 0.8001 | 0.7757 | 0.9404   |
| 0.0052        | 377.0  | 65598  | 0.4793          | 0.7386    | 0.7992 | 0.7677 | 0.9385   |
| 0.0052        | 378.0  | 65772  | 0.4765          | 0.7449    | 0.7713 | 0.7579 | 0.9379   |
| 0.0052        | 379.0  | 65946  | 0.4642          | 0.7652    | 0.7717 | 0.7684 | 0.9386   |
| 0.0075        | 380.0  | 66120  | 0.5118          | 0.7472    | 0.7873 | 0.7667 | 0.9370   |
| 0.0075        | 381.0  | 66294  | 0.4688          | 0.7616    | 0.7819 | 0.7716 | 0.9392   |
| 0.0075        | 382.0  | 66468  | 0.5202          | 0.7479    | 0.7859 | 0.7664 | 0.9383   |
| 0.0054        | 383.0  | 66642  | 0.5144          | 0.7525    | 0.7825 | 0.7672 | 0.9386   |
| 0.0054        | 384.0  | 66816  | 0.4795          | 0.7418    | 0.7873 | 0.7639 | 0.9377   |
| 0.0054        | 385.0  | 66990  | 0.4762          | 0.7508    | 0.8003 | 0.7748 | 0.9392   |
| 0.0059        | 386.0  | 67164  | 0.4670          | 0.7537    | 0.7947 | 0.7737 | 0.9402   |
| 0.0059        | 387.0  | 67338  | 0.4721          | 0.7398    | 0.8005 | 0.7690 | 0.9381   |
| 0.0069        | 388.0  | 67512  | 0.4492          | 0.7492    | 0.7961 | 0.7720 | 0.9387   |
| 0.0069        | 389.0  | 67686  | 0.5070          | 0.7641    | 0.7735 | 0.7687 | 0.9394   |
| 0.0069        | 390.0  | 67860  | 0.4798          | 0.7620    | 0.7803 | 0.7711 | 0.9387   |
| 0.007         | 391.0  | 68034  | 0.4535          | 0.7563    | 0.7942 | 0.7748 | 0.9408   |
| 0.007         | 392.0  | 68208  | 0.4686          | 0.7577    | 0.7933 | 0.7751 | 0.9400   |
| 0.007         | 393.0  | 68382  | 0.4634          | 0.7589    | 0.7753 | 0.7670 | 0.9386   |
| 0.0078        | 394.0  | 68556  | 0.4392          | 0.7509    | 0.8014 | 0.7753 | 0.9403   |
| 0.0078        | 395.0  | 68730  | 0.4722          | 0.7420    | 0.7853 | 0.7631 | 0.9383   |
| 0.0078        | 396.0  | 68904  | 0.4613          | 0.7578    | 0.7839 | 0.7706 | 0.9401   |
| 0.0055        | 397.0  | 69078  | 0.5001          | 0.7575    | 0.8015 | 0.7789 | 0.9403   |
| 0.0055        | 398.0  | 69252  | 0.4868          | 0.7626    | 0.7886 | 0.7754 | 0.9394   |
| 0.0055        | 399.0  | 69426  | 0.4913          | 0.7507    | 0.8026 | 0.7758 | 0.9396   |
| 0.0045        | 400.0  | 69600  | 0.4784          | 0.7771    | 0.7817 | 0.7794 | 0.9406   |
| 0.0045        | 401.0  | 69774  | 0.4706          | 0.7757    | 0.7745 | 0.7751 | 0.9391   |
| 0.0045        | 402.0  | 69948  | 0.5051          | 0.7397    | 0.7810 | 0.7598 | 0.9365   |
| 0.0062        | 403.0  | 70122  | 0.5176          | 0.7586    | 0.7888 | 0.7734 | 0.9391   |
| 0.0062        | 404.0  | 70296  | 0.4870          | 0.7412    | 0.7735 | 0.7570 | 0.9380   |
| 0.0062        | 405.0  | 70470  | 0.5023          | 0.7441    | 0.7762 | 0.7598 | 0.9373   |
| 0.0062        | 406.0  | 70644  | 0.4699          | 0.7606    | 0.7823 | 0.7713 | 0.9403   |
| 0.0062        | 407.0  | 70818  | 0.5008          | 0.7518    | 0.8008 | 0.7755 | 0.9397   |
| 0.0062        | 408.0  | 70992  | 0.4870          | 0.7601    | 0.7801 | 0.7700 | 0.9396   |
| 0.0057        | 409.0  | 71166  | 0.4738          | 0.7552    | 0.7776 | 0.7662 | 0.9392   |
| 0.0057        | 410.0  | 71340  | 0.4712          | 0.7631    | 0.7816 | 0.7722 | 0.9399   |
| 0.0061        | 411.0  | 71514  | 0.4595          | 0.7635    | 0.8033 | 0.7829 | 0.9411   |
| 0.0061        | 412.0  | 71688  | 0.4862          | 0.7581    | 0.7657 | 0.7619 | 0.9395   |
| 0.0061        | 413.0  | 71862  | 0.4364          | 0.7621    | 0.7796 | 0.7708 | 0.9409   |
| 0.005         | 414.0  | 72036  | 0.4589          | 0.7726    | 0.7857 | 0.7791 | 0.9408   |
| 0.005         | 415.0  | 72210  | 0.4529          | 0.7589    | 0.7884 | 0.7734 | 0.9394   |
| 0.005         | 416.0  | 72384  | 0.4667          | 0.7513    | 0.7771 | 0.7640 | 0.9388   |
| 0.0053        | 417.0  | 72558  | 0.5027          | 0.7534    | 0.8023 | 0.7771 | 0.9407   |
| 0.0053        | 418.0  | 72732  | 0.4874          | 0.7554    | 0.7934 | 0.7739 | 0.9400   |
| 0.0053        | 419.0  | 72906  | 0.4775          | 0.7632    | 0.7934 | 0.7780 | 0.9407   |
| 0.0049        | 420.0  | 73080  | 0.4605          | 0.7586    | 0.7981 | 0.7779 | 0.9418   |
| 0.0049        | 421.0  | 73254  | 0.4374          | 0.7660    | 0.7900 | 0.7778 | 0.9401   |
| 0.0049        | 422.0  | 73428  | 0.5087          | 0.7472    | 0.7958 | 0.7707 | 0.9385   |
| 0.0056        | 423.0  | 73602  | 0.4880          | 0.7657    | 0.7974 | 0.7812 | 0.9408   |
| 0.0056        | 424.0  | 73776  | 0.4488          | 0.7678    | 0.7776 | 0.7727 | 0.9396   |
| 0.0056        | 425.0  | 73950  | 0.4559          | 0.7536    | 0.7902 | 0.7714 | 0.9388   |
| 0.006         | 426.0  | 74124  | 0.4532          | 0.7528    | 0.8006 | 0.7760 | 0.9399   |
| 0.006         | 427.0  | 74298  | 0.4693          | 0.7679    | 0.7711 | 0.7695 | 0.9380   |
| 0.006         | 428.0  | 74472  | 0.4799          | 0.7580    | 0.7853 | 0.7714 | 0.9387   |
| 0.0056        | 429.0  | 74646  | 0.4685          | 0.7690    | 0.7859 | 0.7773 | 0.9401   |
| 0.0056        | 430.0  | 74820  | 0.4268          | 0.7468    | 0.7835 | 0.7647 | 0.9398   |
| 0.0056        | 431.0  | 74994  | 0.4773          | 0.7537    | 0.7873 | 0.7701 | 0.9401   |
| 0.0053        | 432.0  | 75168  | 0.5118          | 0.7501    | 0.8015 | 0.7750 | 0.9405   |
| 0.0053        | 433.0  | 75342  | 0.4640          | 0.7598    | 0.7848 | 0.7721 | 0.9403   |
| 0.0048        | 434.0  | 75516  | 0.4860          | 0.7640    | 0.7738 | 0.7689 | 0.9386   |
| 0.0048        | 435.0  | 75690  | 0.5147          | 0.7700    | 0.8017 | 0.7855 | 0.9417   |
| 0.0048        | 436.0  | 75864  | 0.4878          | 0.7557    | 0.7884 | 0.7717 | 0.9383   |
| 0.0046        | 437.0  | 76038  | 0.4966          | 0.7635    | 0.8017 | 0.7822 | 0.9408   |
| 0.0046        | 438.0  | 76212  | 0.4604          | 0.7448    | 0.7911 | 0.7673 | 0.9377   |
| 0.0046        | 439.0  | 76386  | 0.4839          | 0.7596    | 0.7951 | 0.7769 | 0.9411   |
| 0.0058        | 440.0  | 76560  | 0.4708          | 0.7476    | 0.7888 | 0.7676 | 0.9391   |
| 0.0058        | 441.0  | 76734  | 0.4490          | 0.7632    | 0.7922 | 0.7774 | 0.9407   |
| 0.0058        | 442.0  | 76908  | 0.4947          | 0.7613    | 0.7927 | 0.7767 | 0.9412   |
| 0.0059        | 443.0  | 77082  | 0.4897          | 0.7716    | 0.7835 | 0.7775 | 0.9409   |
| 0.0059        | 444.0  | 77256  | 0.5046          | 0.7500    | 0.8010 | 0.7746 | 0.9391   |
| 0.0059        | 445.0  | 77430  | 0.5258          | 0.7585    | 0.7920 | 0.7749 | 0.9398   |
| 0.0044        | 446.0  | 77604  | 0.4842          | 0.7675    | 0.7906 | 0.7789 | 0.9411   |
| 0.0044        | 447.0  | 77778  | 0.4685          | 0.7593    | 0.7864 | 0.7726 | 0.9402   |
| 0.0044        | 448.0  | 77952  | 0.4577          | 0.7629    | 0.7951 | 0.7787 | 0.9414   |
| 0.0053        | 449.0  | 78126  | 0.4895          | 0.7689    | 0.7999 | 0.7841 | 0.9411   |
| 0.0053        | 450.0  | 78300  | 0.5107          | 0.7650    | 0.7861 | 0.7754 | 0.9392   |
| 0.0053        | 451.0  | 78474  | 0.5035          | 0.7623    | 0.7832 | 0.7726 | 0.9399   |
| 0.0045        | 452.0  | 78648  | 0.5005          | 0.7485    | 0.7916 | 0.7695 | 0.9389   |
| 0.0045        | 453.0  | 78822  | 0.5180          | 0.7518    | 0.7918 | 0.7713 | 0.9387   |
| 0.0045        | 454.0  | 78996  | 0.5343          | 0.7341    | 0.7837 | 0.7581 | 0.9366   |
| 0.0045        | 455.0  | 79170  | 0.4669          | 0.7669    | 0.7736 | 0.7702 | 0.9385   |
| 0.0045        | 456.0  | 79344  | 0.5165          | 0.7749    | 0.7868 | 0.7808 | 0.9413   |
| 0.0045        | 457.0  | 79518  | 0.4796          | 0.7654    | 0.7699 | 0.7676 | 0.9377   |
| 0.0045        | 458.0  | 79692  | 0.4604          | 0.7682    | 0.7902 | 0.7791 | 0.9398   |
| 0.0045        | 459.0  | 79866  | 0.5214          | 0.7586    | 0.8100 | 0.7835 | 0.9412   |
| 0.0049        | 460.0  | 80040  | 0.4568          | 0.7582    | 0.7799 | 0.7689 | 0.9388   |
| 0.0049        | 461.0  | 80214  | 0.4892          | 0.7645    | 0.7852 | 0.7747 | 0.9398   |
| 0.0049        | 462.0  | 80388  | 0.4931          | 0.7583    | 0.7922 | 0.7749 | 0.9400   |
| 0.0049        | 463.0  | 80562  | 0.5158          | 0.7414    | 0.8133 | 0.7757 | 0.9387   |
| 0.0049        | 464.0  | 80736  | 0.5197          | 0.7661    | 0.7852 | 0.7755 | 0.9403   |
| 0.0049        | 465.0  | 80910  | 0.4984          | 0.7536    | 0.7949 | 0.7737 | 0.9385   |
| 0.005         | 466.0  | 81084  | 0.4820          | 0.7513    | 0.7866 | 0.7685 | 0.9383   |
| 0.005         | 467.0  | 81258  | 0.4978          | 0.7672    | 0.7846 | 0.7758 | 0.9392   |
| 0.005         | 468.0  | 81432  | 0.5128          | 0.7688    | 0.7832 | 0.7759 | 0.9387   |
| 0.0046        | 469.0  | 81606  | 0.5195          | 0.7563    | 0.7792 | 0.7676 | 0.9383   |
| 0.0046        | 470.0  | 81780  | 0.5055          | 0.7549    | 0.7931 | 0.7735 | 0.9388   |
| 0.0046        | 471.0  | 81954  | 0.5097          | 0.7558    | 0.7803 | 0.7679 | 0.9387   |
| 0.0049        | 472.0  | 82128  | 0.4984          | 0.7583    | 0.7864 | 0.7721 | 0.9391   |
| 0.0049        | 473.0  | 82302  | 0.5183          | 0.7599    | 0.7758 | 0.7678 | 0.9382   |
| 0.0049        | 474.0  | 82476  | 0.4980          | 0.7660    | 0.7988 | 0.7821 | 0.9407   |
| 0.0044        | 475.0  | 82650  | 0.4859          | 0.7629    | 0.7943 | 0.7783 | 0.9392   |
| 0.0044        | 476.0  | 82824  | 0.5509          | 0.7529    | 0.7803 | 0.7664 | 0.9369   |
| 0.0044        | 477.0  | 82998  | 0.5148          | 0.7595    | 0.7843 | 0.7717 | 0.9388   |
| 0.0042        | 478.0  | 83172  | 0.4807          | 0.7531    | 0.7904 | 0.7713 | 0.9390   |
| 0.0042        | 479.0  | 83346  | 0.4915          | 0.7534    | 0.7841 | 0.7684 | 0.9390   |
| 0.0054        | 480.0  | 83520  | 0.5090          | 0.7608    | 0.7576 | 0.7592 | 0.9351   |
| 0.0054        | 481.0  | 83694  | 0.4662          | 0.7541    | 0.7826 | 0.7681 | 0.9382   |
| 0.0054        | 482.0  | 83868  | 0.4960          | 0.7642    | 0.7735 | 0.7688 | 0.9376   |
| 0.005         | 483.0  | 84042  | 0.4847          | 0.7477    | 0.8017 | 0.7738 | 0.9385   |
| 0.005         | 484.0  | 84216  | 0.4850          | 0.7599    | 0.7974 | 0.7782 | 0.9400   |
| 0.005         | 485.0  | 84390  | 0.5291          | 0.7610    | 0.7913 | 0.7758 | 0.9394   |
| 0.0034        | 486.0  | 84564  | 0.5256          | 0.7447    | 0.8017 | 0.7722 | 0.9378   |
| 0.0034        | 487.0  | 84738  | 0.4953          | 0.7704    | 0.7697 | 0.7700 | 0.9384   |
| 0.0034        | 488.0  | 84912  | 0.4912          | 0.7609    | 0.7996 | 0.7798 | 0.9405   |
| 0.004         | 489.0  | 85086  | 0.5076          | 0.7558    | 0.7861 | 0.7707 | 0.9379   |
| 0.004         | 490.0  | 85260  | 0.4921          | 0.7336    | 0.7931 | 0.7622 | 0.9368   |
| 0.004         | 491.0  | 85434  | 0.4789          | 0.7504    | 0.7812 | 0.7655 | 0.9377   |
| 0.0044        | 492.0  | 85608  | 0.5116          | 0.7472    | 0.7816 | 0.7640 | 0.9383   |
| 0.0044        | 493.0  | 85782  | 0.4777          | 0.7525    | 0.7844 | 0.7681 | 0.9377   |
| 0.0044        | 494.0  | 85956  | 0.5414          | 0.7636    | 0.7884 | 0.7758 | 0.9392   |
| 0.004         | 495.0  | 86130  | 0.5056          | 0.7565    | 0.7949 | 0.7752 | 0.9400   |
| 0.004         | 496.0  | 86304  | 0.4655          | 0.7641    | 0.7844 | 0.7741 | 0.9393   |
| 0.004         | 497.0  | 86478  | 0.4739          | 0.7479    | 0.7843 | 0.7656 | 0.9385   |
| 0.0054        | 498.0  | 86652  | 0.4946          | 0.7629    | 0.7909 | 0.7767 | 0.9402   |
| 0.0054        | 499.0  | 86826  | 0.5502          | 0.7495    | 0.8014 | 0.7746 | 0.9392   |
| 0.0045        | 500.0  | 87000  | 0.4974          | 0.7721    | 0.7954 | 0.7836 | 0.9414   |
| 0.0045        | 501.0  | 87174  | 0.5209          | 0.7614    | 0.7994 | 0.7799 | 0.9393   |
| 0.0045        | 502.0  | 87348  | 0.5026          | 0.7644    | 0.7988 | 0.7813 | 0.9404   |
| 0.0039        | 503.0  | 87522  | 0.5084          | 0.7544    | 0.7961 | 0.7747 | 0.9396   |
| 0.0039        | 504.0  | 87696  | 0.5073          | 0.7638    | 0.7979 | 0.7805 | 0.9398   |
| 0.0039        | 505.0  | 87870  | 0.4764          | 0.7594    | 0.7900 | 0.7744 | 0.9399   |
| 0.0045        | 506.0  | 88044  | 0.5171          | 0.7596    | 0.8030 | 0.7807 | 0.9408   |
| 0.0045        | 507.0  | 88218  | 0.4914          | 0.7604    | 0.7909 | 0.7754 | 0.9389   |
| 0.0045        | 508.0  | 88392  | 0.4871          | 0.7607    | 0.7992 | 0.7795 | 0.9403   |
| 0.0035        | 509.0  | 88566  | 0.5326          | 0.7499    | 0.8052 | 0.7766 | 0.9382   |
| 0.0035        | 510.0  | 88740  | 0.5295          | 0.7626    | 0.7972 | 0.7795 | 0.9397   |
| 0.0035        | 511.0  | 88914  | 0.4840          | 0.7674    | 0.7979 | 0.7824 | 0.9420   |
| 0.0031        | 512.0  | 89088  | 0.5239          | 0.7603    | 0.7911 | 0.7754 | 0.9388   |
| 0.0031        | 513.0  | 89262  | 0.5085          | 0.7560    | 0.7949 | 0.7749 | 0.9392   |
| 0.0031        | 514.0  | 89436  | 0.4791          | 0.7512    | 0.7936 | 0.7718 | 0.9398   |
| 0.0046        | 515.0  | 89610  | 0.5041          | 0.7489    | 0.7870 | 0.7675 | 0.9386   |
| 0.0046        | 516.0  | 89784  | 0.4964          | 0.7587    | 0.7825 | 0.7704 | 0.9390   |
| 0.0046        | 517.0  | 89958  | 0.4531          | 0.7659    | 0.7915 | 0.7785 | 0.9406   |
| 0.0041        | 518.0  | 90132  | 0.5237          | 0.7605    | 0.7823 | 0.7712 | 0.9392   |
| 0.0041        | 519.0  | 90306  | 0.4824          | 0.7586    | 0.7916 | 0.7748 | 0.9390   |
| 0.0041        | 520.0  | 90480  | 0.4981          | 0.7499    | 0.8052 | 0.7766 | 0.9404   |
| 0.0034        | 521.0  | 90654  | 0.4819          | 0.7607    | 0.7744 | 0.7674 | 0.9383   |
| 0.0034        | 522.0  | 90828  | 0.4985          | 0.7687    | 0.7803 | 0.7744 | 0.9402   |
| 0.0037        | 523.0  | 91002  | 0.5253          | 0.7576    | 0.7859 | 0.7715 | 0.9392   |
| 0.0037        | 524.0  | 91176  | 0.4963          | 0.7606    | 0.7857 | 0.7730 | 0.9394   |
| 0.0037        | 525.0  | 91350  | 0.5193          | 0.7567    | 0.7886 | 0.7723 | 0.9399   |
| 0.0035        | 526.0  | 91524  | 0.4804          | 0.7638    | 0.7898 | 0.7766 | 0.9405   |
| 0.0035        | 527.0  | 91698  | 0.5161          | 0.7555    | 0.7812 | 0.7681 | 0.9392   |
| 0.0035        | 528.0  | 91872  | 0.5194          | 0.7498    | 0.7945 | 0.7715 | 0.9383   |
| 0.0041        | 529.0  | 92046  | 0.5046          | 0.7500    | 0.7875 | 0.7683 | 0.9387   |
| 0.0041        | 530.0  | 92220  | 0.4954          | 0.7517    | 0.7967 | 0.7736 | 0.9397   |
| 0.0041        | 531.0  | 92394  | 0.4996          | 0.7577    | 0.7913 | 0.7741 | 0.9392   |
| 0.0035        | 532.0  | 92568  | 0.5126          | 0.7661    | 0.7976 | 0.7815 | 0.9409   |
| 0.0035        | 533.0  | 92742  | 0.5498          | 0.7627    | 0.7924 | 0.7772 | 0.9403   |
| 0.0035        | 534.0  | 92916  | 0.5164          | 0.7485    | 0.8008 | 0.7738 | 0.9402   |
| 0.0038        | 535.0  | 93090  | 0.5013          | 0.7580    | 0.7958 | 0.7764 | 0.9414   |
| 0.0038        | 536.0  | 93264  | 0.4982          | 0.7552    | 0.8066 | 0.7800 | 0.9413   |
| 0.0038        | 537.0  | 93438  | 0.5042          | 0.7474    | 0.7994 | 0.7725 | 0.9401   |
| 0.0037        | 538.0  | 93612  | 0.5080          | 0.7701    | 0.7825 | 0.7762 | 0.9402   |
| 0.0037        | 539.0  | 93786  | 0.5246          | 0.7614    | 0.7967 | 0.7787 | 0.9402   |
| 0.0037        | 540.0  | 93960  | 0.4829          | 0.7586    | 0.7825 | 0.7703 | 0.9389   |
| 0.0027        | 541.0  | 94134  | 0.4933          | 0.7600    | 0.7814 | 0.7706 | 0.9378   |
| 0.0027        | 542.0  | 94308  | 0.5184          | 0.7519    | 0.7907 | 0.7708 | 0.9386   |
| 0.0027        | 543.0  | 94482  | 0.5012          | 0.7653    | 0.8021 | 0.7833 | 0.9405   |
| 0.0032        | 544.0  | 94656  | 0.5303          | 0.7568    | 0.7913 | 0.7737 | 0.9383   |
| 0.0032        | 545.0  | 94830  | 0.4911          | 0.7603    | 0.7787 | 0.7694 | 0.9386   |
| 0.0034        | 546.0  | 95004  | 0.5210          | 0.7597    | 0.7913 | 0.7752 | 0.9396   |
| 0.0034        | 547.0  | 95178  | 0.5194          | 0.7658    | 0.7790 | 0.7724 | 0.9396   |
| 0.0034        | 548.0  | 95352  | 0.5215          | 0.7549    | 0.7915 | 0.7727 | 0.9393   |
| 0.004         | 549.0  | 95526  | 0.5144          | 0.7606    | 0.7853 | 0.7727 | 0.9385   |
| 0.004         | 550.0  | 95700  | 0.5175          | 0.7524    | 0.7906 | 0.7710 | 0.9391   |
| 0.004         | 551.0  | 95874  | 0.5131          | 0.7439    | 0.7994 | 0.7707 | 0.9369   |
| 0.0031        | 552.0  | 96048  | 0.5553          | 0.7549    | 0.7826 | 0.7685 | 0.9375   |
| 0.0031        | 553.0  | 96222  | 0.5453          | 0.7624    | 0.7817 | 0.7719 | 0.9387   |
| 0.0031        | 554.0  | 96396  | 0.5477          | 0.7593    | 0.7949 | 0.7767 | 0.9396   |
| 0.0026        | 555.0  | 96570  | 0.5526          | 0.7521    | 0.7871 | 0.7692 | 0.9391   |
| 0.0026        | 556.0  | 96744  | 0.5737          | 0.7492    | 0.7780 | 0.7633 | 0.9378   |
| 0.0026        | 557.0  | 96918  | 0.5081          | 0.7701    | 0.7771 | 0.7736 | 0.9384   |
| 0.0028        | 558.0  | 97092  | 0.5219          | 0.7686    | 0.7834 | 0.7759 | 0.9389   |
| 0.0028        | 559.0  | 97266  | 0.5459          | 0.7731    | 0.7864 | 0.7797 | 0.9398   |
| 0.0028        | 560.0  | 97440  | 0.5346          | 0.7703    | 0.7825 | 0.7763 | 0.9398   |
| 0.0029        | 561.0  | 97614  | 0.5723          | 0.7462    | 0.7994 | 0.7719 | 0.9387   |
| 0.0029        | 562.0  | 97788  | 0.5396          | 0.7647    | 0.7924 | 0.7783 | 0.9404   |
| 0.0029        | 563.0  | 97962  | 0.5643          | 0.7574    | 0.7641 | 0.7607 | 0.9372   |
| 0.0025        | 564.0  | 98136  | 0.5477          | 0.7381    | 0.7844 | 0.7605 | 0.9369   |
| 0.0025        | 565.0  | 98310  | 0.5084          | 0.7539    | 0.7920 | 0.7725 | 0.9389   |
| 0.0025        | 566.0  | 98484  | 0.5373          | 0.7529    | 0.7967 | 0.7742 | 0.9383   |
| 0.0034        | 567.0  | 98658  | 0.5236          | 0.7463    | 0.7879 | 0.7665 | 0.9371   |
| 0.0034        | 568.0  | 98832  | 0.5198          | 0.7628    | 0.7819 | 0.7723 | 0.9387   |
| 0.0031        | 569.0  | 99006  | 0.5266          | 0.7546    | 0.7929 | 0.7733 | 0.9392   |
| 0.0031        | 570.0  | 99180  | 0.5165          | 0.7457    | 0.7886 | 0.7666 | 0.9385   |
| 0.0031        | 571.0  | 99354  | 0.5218          | 0.7698    | 0.7751 | 0.7724 | 0.9385   |
| 0.0026        | 572.0  | 99528  | 0.5182          | 0.7492    | 0.7720 | 0.7604 | 0.9375   |
| 0.0026        | 573.0  | 99702  | 0.5420          | 0.7680    | 0.7913 | 0.7795 | 0.9403   |
| 0.0026        | 574.0  | 99876  | 0.5034          | 0.7446    | 0.7963 | 0.7696 | 0.9386   |
| 0.0033        | 575.0  | 100050 | 0.5401          | 0.7447    | 0.7850 | 0.7643 | 0.9378   |
| 0.0033        | 576.0  | 100224 | 0.5312          | 0.7629    | 0.7774 | 0.7701 | 0.9392   |
| 0.0033        | 577.0  | 100398 | 0.5671          | 0.7669    | 0.7861 | 0.7763 | 0.9397   |
| 0.003         | 578.0  | 100572 | 0.5286          | 0.7548    | 0.7987 | 0.7761 | 0.9398   |
| 0.003         | 579.0  | 100746 | 0.5178          | 0.7605    | 0.7875 | 0.7738 | 0.9391   |
| 0.003         | 580.0  | 100920 | 0.5226          | 0.7599    | 0.7853 | 0.7724 | 0.9390   |
| 0.0032        | 581.0  | 101094 | 0.5105          | 0.7485    | 0.7825 | 0.7651 | 0.9390   |
| 0.0032        | 582.0  | 101268 | 0.5186          | 0.7642    | 0.7805 | 0.7723 | 0.9386   |
| 0.0032        | 583.0  | 101442 | 0.5425          | 0.7485    | 0.7931 | 0.7701 | 0.9386   |
| 0.0027        | 584.0  | 101616 | 0.5209          | 0.7622    | 0.7947 | 0.7781 | 0.9402   |
| 0.0027        | 585.0  | 101790 | 0.4974          | 0.7614    | 0.7846 | 0.7729 | 0.9393   |
| 0.0027        | 586.0  | 101964 | 0.5281          | 0.7684    | 0.7891 | 0.7786 | 0.9400   |
| 0.0034        | 587.0  | 102138 | 0.5201          | 0.7597    | 0.7954 | 0.7772 | 0.9408   |
| 0.0034        | 588.0  | 102312 | 0.5103          | 0.7654    | 0.7915 | 0.7782 | 0.9406   |
| 0.0034        | 589.0  | 102486 | 0.4906          | 0.7654    | 0.7913 | 0.7781 | 0.9397   |
| 0.0026        | 590.0  | 102660 | 0.5055          | 0.7630    | 0.7897 | 0.7761 | 0.9405   |
| 0.0026        | 591.0  | 102834 | 0.5294          | 0.7616    | 0.7650 | 0.7633 | 0.9368   |
| 0.0024        | 592.0  | 103008 | 0.5285          | 0.7595    | 0.8021 | 0.7802 | 0.9413   |
| 0.0024        | 593.0  | 103182 | 0.5331          | 0.7625    | 0.7690 | 0.7657 | 0.9386   |
| 0.0024        | 594.0  | 103356 | 0.4922          | 0.7676    | 0.7942 | 0.7807 | 0.9419   |
| 0.0041        | 595.0  | 103530 | 0.4910          | 0.7532    | 0.7846 | 0.7686 | 0.9381   |
| 0.0041        | 596.0  | 103704 | 0.4904          | 0.7639    | 0.7893 | 0.7764 | 0.9393   |
| 0.0041        | 597.0  | 103878 | 0.5110          | 0.7704    | 0.7898 | 0.7800 | 0.9405   |
| 0.0026        | 598.0  | 104052 | 0.5124          | 0.7621    | 0.7949 | 0.7781 | 0.9393   |
| 0.0026        | 599.0  | 104226 | 0.5524          | 0.7565    | 0.7943 | 0.7749 | 0.9388   |
| 0.0026        | 600.0  | 104400 | 0.5630          | 0.7688    | 0.7825 | 0.7755 | 0.9390   |
| 0.0026        | 601.0  | 104574 | 0.5817          | 0.7640    | 0.7790 | 0.7715 | 0.9391   |
| 0.0026        | 602.0  | 104748 | 0.5518          | 0.7670    | 0.7902 | 0.7784 | 0.9395   |
| 0.0026        | 603.0  | 104922 | 0.5181          | 0.7692    | 0.7798 | 0.7745 | 0.9404   |
| 0.003         | 604.0  | 105096 | 0.5178          | 0.7724    | 0.7848 | 0.7786 | 0.9395   |
| 0.003         | 605.0  | 105270 | 0.5312          | 0.7680    | 0.7742 | 0.7711 | 0.9390   |
| 0.003         | 606.0  | 105444 | 0.5384          | 0.7624    | 0.7803 | 0.7713 | 0.9388   |
| 0.0022        | 607.0  | 105618 | 0.5421          | 0.7640    | 0.7861 | 0.7749 | 0.9404   |
| 0.0022        | 608.0  | 105792 | 0.5437          | 0.7590    | 0.7934 | 0.7758 | 0.9401   |
| 0.0022        | 609.0  | 105966 | 0.5202          | 0.7552    | 0.7918 | 0.7731 | 0.9395   |
| 0.0027        | 610.0  | 106140 | 0.5404          | 0.7673    | 0.7947 | 0.7808 | 0.9404   |
| 0.0027        | 611.0  | 106314 | 0.5339          | 0.7744    | 0.7852 | 0.7798 | 0.9409   |
| 0.0027        | 612.0  | 106488 | 0.5324          | 0.7667    | 0.7835 | 0.7750 | 0.9394   |
| 0.0025        | 613.0  | 106662 | 0.5285          | 0.7568    | 0.7940 | 0.7749 | 0.9402   |
| 0.0025        | 614.0  | 106836 | 0.5031          | 0.7677    | 0.7976 | 0.7824 | 0.9402   |
| 0.0026        | 615.0  | 107010 | 0.5261          | 0.7597    | 0.7931 | 0.7760 | 0.9398   |
| 0.0026        | 616.0  | 107184 | 0.5660          | 0.7525    | 0.7983 | 0.7747 | 0.9397   |
| 0.0026        | 617.0  | 107358 | 0.5529          | 0.7661    | 0.7852 | 0.7755 | 0.9408   |
| 0.0018        | 618.0  | 107532 | 0.5499          | 0.7663    | 0.7889 | 0.7775 | 0.9402   |
| 0.0018        | 619.0  | 107706 | 0.5600          | 0.7717    | 0.7870 | 0.7792 | 0.9403   |
| 0.0018        | 620.0  | 107880 | 0.5538          | 0.7697    | 0.7814 | 0.7755 | 0.9403   |
| 0.0016        | 621.0  | 108054 | 0.5401          | 0.7680    | 0.7868 | 0.7773 | 0.9415   |
| 0.0016        | 622.0  | 108228 | 0.4978          | 0.7596    | 0.8064 | 0.7823 | 0.9416   |
| 0.0016        | 623.0  | 108402 | 0.5302          | 0.7728    | 0.7826 | 0.7777 | 0.9404   |
| 0.0034        | 624.0  | 108576 | 0.5106          | 0.7714    | 0.7729 | 0.7722 | 0.9391   |
| 0.0034        | 625.0  | 108750 | 0.5068          | 0.7563    | 0.7931 | 0.7743 | 0.9401   |
| 0.0034        | 626.0  | 108924 | 0.5524          | 0.7599    | 0.7992 | 0.7791 | 0.9410   |
| 0.0027        | 627.0  | 109098 | 0.5395          | 0.7661    | 0.7832 | 0.7745 | 0.9401   |
| 0.0027        | 628.0  | 109272 | 0.5157          | 0.7499    | 0.8050 | 0.7764 | 0.9396   |
| 0.0027        | 629.0  | 109446 | 0.5282          | 0.7681    | 0.7945 | 0.7811 | 0.9404   |
| 0.0025        | 630.0  | 109620 | 0.5317          | 0.7477    | 0.7931 | 0.7697 | 0.9395   |
| 0.0025        | 631.0  | 109794 | 0.5364          | 0.7618    | 0.7832 | 0.7723 | 0.9387   |
| 0.0025        | 632.0  | 109968 | 0.4884          | 0.7661    | 0.7916 | 0.7787 | 0.9403   |
| 0.0024        | 633.0  | 110142 | 0.5333          | 0.7540    | 0.7963 | 0.7746 | 0.9388   |
| 0.0024        | 634.0  | 110316 | 0.5084          | 0.7585    | 0.7835 | 0.7708 | 0.9397   |
| 0.0024        | 635.0  | 110490 | 0.5210          | 0.7782    | 0.7808 | 0.7795 | 0.9406   |
| 0.0026        | 636.0  | 110664 | 0.5327          | 0.7569    | 0.7879 | 0.7721 | 0.9395   |
| 0.0026        | 637.0  | 110838 | 0.5191          | 0.7653    | 0.7882 | 0.7766 | 0.9402   |
| 0.0021        | 638.0  | 111012 | 0.5605          | 0.7525    | 0.7848 | 0.7683 | 0.9386   |
| 0.0021        | 639.0  | 111186 | 0.5369          | 0.7667    | 0.7943 | 0.7803 | 0.9409   |
| 0.0021        | 640.0  | 111360 | 0.5572          | 0.7683    | 0.7916 | 0.7798 | 0.9404   |
| 0.0023        | 641.0  | 111534 | 0.5400          | 0.7603    | 0.7909 | 0.7753 | 0.9406   |
| 0.0023        | 642.0  | 111708 | 0.5253          | 0.7723    | 0.7841 | 0.7781 | 0.9404   |
| 0.0023        | 643.0  | 111882 | 0.5721          | 0.7658    | 0.7900 | 0.7777 | 0.9404   |
| 0.0017        | 644.0  | 112056 | 0.5509          | 0.7583    | 0.7837 | 0.7708 | 0.9398   |
| 0.0017        | 645.0  | 112230 | 0.5712          | 0.7584    | 0.7850 | 0.7714 | 0.9385   |
| 0.0017        | 646.0  | 112404 | 0.5586          | 0.7622    | 0.7879 | 0.7748 | 0.9397   |
| 0.0018        | 647.0  | 112578 | 0.5615          | 0.7656    | 0.7859 | 0.7756 | 0.9395   |
| 0.0018        | 648.0  | 112752 | 0.5791          | 0.7651    | 0.7970 | 0.7807 | 0.9402   |
| 0.0018        | 649.0  | 112926 | 0.5258          | 0.7628    | 0.7808 | 0.7717 | 0.9394   |
| 0.0018        | 650.0  | 113100 | 0.5469          | 0.7630    | 0.8010 | 0.7815 | 0.9406   |
| 0.0018        | 651.0  | 113274 | 0.5324          | 0.7582    | 0.7987 | 0.7779 | 0.9395   |
| 0.0018        | 652.0  | 113448 | 0.4993          | 0.7556    | 0.7850 | 0.7700 | 0.9376   |
| 0.0035        | 653.0  | 113622 | 0.5262          | 0.7615    | 0.7871 | 0.7741 | 0.9393   |
| 0.0035        | 654.0  | 113796 | 0.5184          | 0.7594    | 0.7916 | 0.7752 | 0.9397   |
| 0.0035        | 655.0  | 113970 | 0.5543          | 0.7581    | 0.7969 | 0.7770 | 0.9391   |
| 0.0019        | 656.0  | 114144 | 0.4987          | 0.7671    | 0.7898 | 0.7783 | 0.9398   |
| 0.0019        | 657.0  | 114318 | 0.5089          | 0.7602    | 0.7886 | 0.7742 | 0.9397   |
| 0.0019        | 658.0  | 114492 | 0.5449          | 0.7652    | 0.8012 | 0.7828 | 0.9413   |
| 0.0016        | 659.0  | 114666 | 0.5742          | 0.7604    | 0.8006 | 0.7800 | 0.9400   |
| 0.0016        | 660.0  | 114840 | 0.5332          | 0.7670    | 0.7927 | 0.7797 | 0.9396   |
| 0.0019        | 661.0  | 115014 | 0.5334          | 0.7639    | 0.7949 | 0.7791 | 0.9387   |
| 0.0019        | 662.0  | 115188 | 0.5694          | 0.7636    | 0.7778 | 0.7706 | 0.9386   |
| 0.0019        | 663.0  | 115362 | 0.5569          | 0.7596    | 0.8046 | 0.7815 | 0.9401   |
| 0.0024        | 664.0  | 115536 | 0.5129          | 0.7621    | 0.8021 | 0.7816 | 0.9413   |
| 0.0024        | 665.0  | 115710 | 0.5407          | 0.7607    | 0.7999 | 0.7798 | 0.9404   |
| 0.0024        | 666.0  | 115884 | 0.5797          | 0.7662    | 0.8005 | 0.7830 | 0.9400   |
| 0.0021        | 667.0  | 116058 | 0.5666          | 0.7727    | 0.7718 | 0.7723 | 0.9376   |
| 0.0021        | 668.0  | 116232 | 0.5306          | 0.7624    | 0.8052 | 0.7832 | 0.9411   |
| 0.0021        | 669.0  | 116406 | 0.5518          | 0.7668    | 0.8035 | 0.7847 | 0.9407   |
| 0.0016        | 670.0  | 116580 | 0.5288          | 0.7614    | 0.7963 | 0.7785 | 0.9406   |
| 0.0016        | 671.0  | 116754 | 0.5430          | 0.7538    | 0.8082 | 0.7800 | 0.9404   |
| 0.0016        | 672.0  | 116928 | 0.5247          | 0.7606    | 0.7942 | 0.7770 | 0.9391   |
| 0.0025        | 673.0  | 117102 | 0.5344          | 0.7610    | 0.8003 | 0.7801 | 0.9402   |
| 0.0025        | 674.0  | 117276 | 0.5360          | 0.7660    | 0.7880 | 0.7769 | 0.9396   |
| 0.0025        | 675.0  | 117450 | 0.5316          | 0.7660    | 0.7958 | 0.7806 | 0.9400   |
| 0.002         | 676.0  | 117624 | 0.5465          | 0.7662    | 0.7918 | 0.7788 | 0.9402   |
| 0.002         | 677.0  | 117798 | 0.5607          | 0.7578    | 0.8023 | 0.7794 | 0.9399   |
| 0.002         | 678.0  | 117972 | 0.5369          | 0.7659    | 0.7837 | 0.7747 | 0.9396   |
| 0.0019        | 679.0  | 118146 | 0.5474          | 0.7703    | 0.7846 | 0.7774 | 0.9403   |
| 0.0019        | 680.0  | 118320 | 0.5300          | 0.7694    | 0.7889 | 0.7791 | 0.9405   |
| 0.0019        | 681.0  | 118494 | 0.5401          | 0.7631    | 0.7940 | 0.7782 | 0.9400   |
| 0.002         | 682.0  | 118668 | 0.5301          | 0.7684    | 0.7873 | 0.7777 | 0.9397   |
| 0.002         | 683.0  | 118842 | 0.5432          | 0.7659    | 0.7958 | 0.7805 | 0.9410   |
| 0.0016        | 684.0  | 119016 | 0.5291          | 0.7690    | 0.7895 | 0.7791 | 0.9391   |
| 0.0016        | 685.0  | 119190 | 0.5592          | 0.7522    | 0.7979 | 0.7744 | 0.9398   |
| 0.0016        | 686.0  | 119364 | 0.5702          | 0.7662    | 0.7996 | 0.7825 | 0.9422   |
| 0.0015        | 687.0  | 119538 | 0.5173          | 0.7621    | 0.7915 | 0.7765 | 0.9396   |
| 0.0015        | 688.0  | 119712 | 0.5428          | 0.7737    | 0.7848 | 0.7792 | 0.9397   |
| 0.0015        | 689.0  | 119886 | 0.5510          | 0.7609    | 0.7893 | 0.7749 | 0.9398   |
| 0.0014        | 690.0  | 120060 | 0.5749          | 0.7610    | 0.7907 | 0.7756 | 0.9395   |
| 0.0014        | 691.0  | 120234 | 0.5699          | 0.7636    | 0.7889 | 0.7761 | 0.9386   |
| 0.0014        | 692.0  | 120408 | 0.5464          | 0.7586    | 0.8024 | 0.7799 | 0.9397   |
| 0.002         | 693.0  | 120582 | 0.5264          | 0.7512    | 0.7945 | 0.7723 | 0.9391   |
| 0.002         | 694.0  | 120756 | 0.5494          | 0.7561    | 0.7765 | 0.7662 | 0.9373   |
| 0.002         | 695.0  | 120930 | 0.5751          | 0.7660    | 0.7834 | 0.7746 | 0.9395   |
| 0.0016        | 696.0  | 121104 | 0.5758          | 0.7704    | 0.7832 | 0.7767 | 0.9392   |
| 0.0016        | 697.0  | 121278 | 0.5411          | 0.7635    | 0.7736 | 0.7685 | 0.9375   |
| 0.0016        | 698.0  | 121452 | 0.5433          | 0.7712    | 0.7945 | 0.7827 | 0.9417   |
| 0.0018        | 699.0  | 121626 | 0.5593          | 0.7624    | 0.7754 | 0.7689 | 0.9384   |
| 0.0018        | 700.0  | 121800 | 0.5865          | 0.7569    | 0.7916 | 0.7739 | 0.9401   |
| 0.0018        | 701.0  | 121974 | 0.5833          | 0.7668    | 0.7880 | 0.7773 | 0.9399   |
| 0.0015        | 702.0  | 122148 | 0.6080          | 0.7651    | 0.7742 | 0.7696 | 0.9388   |
| 0.0015        | 703.0  | 122322 | 0.5951          | 0.7491    | 0.7929 | 0.7704 | 0.9383   |
| 0.0015        | 704.0  | 122496 | 0.5523          | 0.7627    | 0.7897 | 0.7760 | 0.9407   |
| 0.0015        | 705.0  | 122670 | 0.5761          | 0.7600    | 0.7911 | 0.7753 | 0.9404   |
| 0.0015        | 706.0  | 122844 | 0.5807          | 0.7558    | 0.7785 | 0.7670 | 0.9385   |
| 0.001         | 707.0  | 123018 | 0.6004          | 0.7621    | 0.7888 | 0.7752 | 0.9404   |
| 0.001         | 708.0  | 123192 | 0.5895          | 0.7610    | 0.7911 | 0.7757 | 0.9403   |
| 0.001         | 709.0  | 123366 | 0.5402          | 0.7570    | 0.7940 | 0.7751 | 0.9393   |
| 0.0019        | 710.0  | 123540 | 0.5396          | 0.7575    | 0.7875 | 0.7722 | 0.9388   |
| 0.0019        | 711.0  | 123714 | 0.5586          | 0.7660    | 0.7936 | 0.7796 | 0.9402   |
| 0.0019        | 712.0  | 123888 | 0.5683          | 0.7728    | 0.7866 | 0.7797 | 0.9403   |
| 0.0012        | 713.0  | 124062 | 0.5357          | 0.7597    | 0.7891 | 0.7741 | 0.9395   |
| 0.0012        | 714.0  | 124236 | 0.5545          | 0.7608    | 0.7978 | 0.7788 | 0.9410   |
| 0.0012        | 715.0  | 124410 | 0.5560          | 0.7570    | 0.7990 | 0.7775 | 0.9409   |
| 0.0018        | 716.0  | 124584 | 0.5593          | 0.7516    | 0.7918 | 0.7712 | 0.9393   |
| 0.0018        | 717.0  | 124758 | 0.5748          | 0.7616    | 0.7823 | 0.7718 | 0.9390   |
| 0.0018        | 718.0  | 124932 | 0.5538          | 0.7656    | 0.7942 | 0.7796 | 0.9408   |
| 0.0012        | 719.0  | 125106 | 0.5552          | 0.7622    | 0.7956 | 0.7786 | 0.9401   |
| 0.0012        | 720.0  | 125280 | 0.5117          | 0.7664    | 0.7875 | 0.7768 | 0.9389   |
| 0.0012        | 721.0  | 125454 | 0.5464          | 0.7629    | 0.7868 | 0.7746 | 0.9387   |
| 0.0016        | 722.0  | 125628 | 0.5658          | 0.7519    | 0.7904 | 0.7707 | 0.9382   |
| 0.0016        | 723.0  | 125802 | 0.5788          | 0.7506    | 0.7947 | 0.7720 | 0.9380   |
| 0.0016        | 724.0  | 125976 | 0.5741          | 0.7683    | 0.7888 | 0.7784 | 0.9391   |
| 0.001         | 725.0  | 126150 | 0.5639          | 0.7647    | 0.7983 | 0.7811 | 0.9401   |
| 0.001         | 726.0  | 126324 | 0.5446          | 0.7604    | 0.7951 | 0.7774 | 0.9403   |
| 0.001         | 727.0  | 126498 | 0.5589          | 0.7609    | 0.7920 | 0.7761 | 0.9400   |
| 0.0011        | 728.0  | 126672 | 0.5671          | 0.7734    | 0.7916 | 0.7824 | 0.9409   |
| 0.0011        | 729.0  | 126846 | 0.5457          | 0.7742    | 0.7936 | 0.7838 | 0.9413   |
| 0.0007        | 730.0  | 127020 | 0.5840          | 0.7644    | 0.7904 | 0.7772 | 0.9403   |
| 0.0007        | 731.0  | 127194 | 0.6136          | 0.7714    | 0.8005 | 0.7857 | 0.9406   |
| 0.0007        | 732.0  | 127368 | 0.5445          | 0.7652    | 0.7933 | 0.7790 | 0.9396   |
| 0.0013        | 733.0  | 127542 | 0.5537          | 0.7685    | 0.7951 | 0.7816 | 0.9403   |
| 0.0013        | 734.0  | 127716 | 0.5724          | 0.7658    | 0.7897 | 0.7776 | 0.9399   |
| 0.0013        | 735.0  | 127890 | 0.5680          | 0.7571    | 0.7978 | 0.7769 | 0.9396   |
| 0.0012        | 736.0  | 128064 | 0.5754          | 0.7564    | 0.7990 | 0.7771 | 0.9396   |
| 0.0012        | 737.0  | 128238 | 0.5418          | 0.7625    | 0.7925 | 0.7772 | 0.9390   |
| 0.0012        | 738.0  | 128412 | 0.5433          | 0.7692    | 0.7920 | 0.7804 | 0.9400   |
| 0.0012        | 739.0  | 128586 | 0.5430          | 0.7694    | 0.7920 | 0.7805 | 0.9412   |
| 0.0012        | 740.0  | 128760 | 0.5885          | 0.7693    | 0.7920 | 0.7805 | 0.9403   |
| 0.0012        | 741.0  | 128934 | 0.5722          | 0.7655    | 0.7961 | 0.7805 | 0.9402   |
| 0.001         | 742.0  | 129108 | 0.5469          | 0.7640    | 0.7951 | 0.7792 | 0.9404   |
| 0.001         | 743.0  | 129282 | 0.5568          | 0.7511    | 0.7942 | 0.7721 | 0.9399   |
| 0.001         | 744.0  | 129456 | 0.5844          | 0.7586    | 0.8008 | 0.7792 | 0.9402   |
| 0.001         | 745.0  | 129630 | 0.5727          | 0.7551    | 0.7961 | 0.7751 | 0.9391   |
| 0.001         | 746.0  | 129804 | 0.5818          | 0.7589    | 0.8023 | 0.7800 | 0.9393   |
| 0.001         | 747.0  | 129978 | 0.5839          | 0.7615    | 0.7922 | 0.7765 | 0.9399   |
| 0.0008        | 748.0  | 130152 | 0.5749          | 0.7638    | 0.7904 | 0.7769 | 0.9399   |
| 0.0008        | 749.0  | 130326 | 0.5991          | 0.7659    | 0.7958 | 0.7805 | 0.9407   |
| 0.0009        | 750.0  | 130500 | 0.6038          | 0.7618    | 0.7877 | 0.7745 | 0.9396   |
| 0.0009        | 751.0  | 130674 | 0.5833          | 0.7588    | 0.7999 | 0.7788 | 0.9408   |
| 0.0009        | 752.0  | 130848 | 0.5638          | 0.7626    | 0.7925 | 0.7773 | 0.9399   |
| 0.0012        | 753.0  | 131022 | 0.5862          | 0.7635    | 0.7970 | 0.7799 | 0.9407   |
| 0.0012        | 754.0  | 131196 | 0.5842          | 0.7626    | 0.7954 | 0.7787 | 0.9403   |
| 0.0012        | 755.0  | 131370 | 0.5651          | 0.7574    | 0.7972 | 0.7768 | 0.9400   |
| 0.0016        | 756.0  | 131544 | 0.5734          | 0.7593    | 0.8017 | 0.7800 | 0.9401   |
| 0.0016        | 757.0  | 131718 | 0.5735          | 0.7619    | 0.7983 | 0.7797 | 0.9405   |
| 0.0016        | 758.0  | 131892 | 0.5512          | 0.7720    | 0.7916 | 0.7817 | 0.9414   |
| 0.0009        | 759.0  | 132066 | 0.5894          | 0.7620    | 0.7864 | 0.7740 | 0.9394   |
| 0.0009        | 760.0  | 132240 | 0.5505          | 0.7645    | 0.7915 | 0.7777 | 0.9393   |
| 0.0009        | 761.0  | 132414 | 0.5677          | 0.7621    | 0.7967 | 0.7790 | 0.9403   |
| 0.0008        | 762.0  | 132588 | 0.5627          | 0.7697    | 0.7886 | 0.7790 | 0.9409   |
| 0.0008        | 763.0  | 132762 | 0.5793          | 0.7599    | 0.7947 | 0.7769 | 0.9402   |
| 0.0008        | 764.0  | 132936 | 0.5742          | 0.7676    | 0.7918 | 0.7795 | 0.9406   |
| 0.0012        | 765.0  | 133110 | 0.5853          | 0.7739    | 0.7873 | 0.7806 | 0.9409   |
| 0.0012        | 766.0  | 133284 | 0.5557          | 0.7584    | 0.7970 | 0.7772 | 0.9391   |
| 0.0012        | 767.0  | 133458 | 0.5735          | 0.7719    | 0.7857 | 0.7788 | 0.9408   |
| 0.001         | 768.0  | 133632 | 0.5893          | 0.7690    | 0.7974 | 0.7830 | 0.9416   |
| 0.001         | 769.0  | 133806 | 0.5809          | 0.7743    | 0.7810 | 0.7777 | 0.9399   |
| 0.001         | 770.0  | 133980 | 0.5660          | 0.7666    | 0.8001 | 0.7830 | 0.9412   |
| 0.0011        | 771.0  | 134154 | 0.5704          | 0.7705    | 0.7780 | 0.7742 | 0.9403   |
| 0.0011        | 772.0  | 134328 | 0.5691          | 0.7617    | 0.7916 | 0.7764 | 0.9403   |
| 0.0011        | 773.0  | 134502 | 0.5652          | 0.7656    | 0.7952 | 0.7801 | 0.9409   |
| 0.0011        | 774.0  | 134676 | 0.5552          | 0.7668    | 0.8015 | 0.7838 | 0.9408   |
| 0.0011        | 775.0  | 134850 | 0.5624          | 0.7686    | 0.7906 | 0.7794 | 0.9404   |
| 0.001         | 776.0  | 135024 | 0.5560          | 0.7652    | 0.8041 | 0.7842 | 0.9413   |
| 0.001         | 777.0  | 135198 | 0.5596          | 0.7611    | 0.7844 | 0.7726 | 0.9392   |
| 0.001         | 778.0  | 135372 | 0.5857          | 0.7603    | 0.7846 | 0.7722 | 0.9394   |
| 0.001         | 779.0  | 135546 | 0.5912          | 0.7599    | 0.7916 | 0.7754 | 0.9399   |
| 0.001         | 780.0  | 135720 | 0.5629          | 0.7547    | 0.8061 | 0.7795 | 0.9406   |
| 0.001         | 781.0  | 135894 | 0.5644          | 0.7676    | 0.7960 | 0.7815 | 0.9412   |
| 0.0013        | 782.0  | 136068 | 0.5994          | 0.7694    | 0.7985 | 0.7837 | 0.9410   |
| 0.0013        | 783.0  | 136242 | 0.6031          | 0.7608    | 0.8055 | 0.7825 | 0.9406   |
| 0.0013        | 784.0  | 136416 | 0.5842          | 0.7659    | 0.7913 | 0.7784 | 0.9396   |
| 0.0007        | 785.0  | 136590 | 0.5773          | 0.7709    | 0.7727 | 0.7718 | 0.9395   |
| 0.0007        | 786.0  | 136764 | 0.5928          | 0.7619    | 0.8042 | 0.7825 | 0.9406   |
| 0.0007        | 787.0  | 136938 | 0.5765          | 0.7761    | 0.7819 | 0.7790 | 0.9399   |
| 0.0007        | 788.0  | 137112 | 0.5978          | 0.7662    | 0.8021 | 0.7837 | 0.9415   |
| 0.0007        | 789.0  | 137286 | 0.5927          | 0.7690    | 0.7884 | 0.7786 | 0.9399   |
| 0.0007        | 790.0  | 137460 | 0.5910          | 0.7576    | 0.7893 | 0.7732 | 0.9387   |
| 0.001         | 791.0  | 137634 | 0.5718          | 0.7716    | 0.7841 | 0.7778 | 0.9398   |
| 0.001         | 792.0  | 137808 | 0.5782          | 0.7659    | 0.7940 | 0.7797 | 0.9402   |
| 0.001         | 793.0  | 137982 | 0.6104          | 0.7506    | 0.7828 | 0.7664 | 0.9368   |
| 0.0008        | 794.0  | 138156 | 0.5699          | 0.7683    | 0.7974 | 0.7826 | 0.9410   |
| 0.0008        | 795.0  | 138330 | 0.5508          | 0.7667    | 0.7943 | 0.7803 | 0.9406   |
| 0.0007        | 796.0  | 138504 | 0.5677          | 0.7618    | 0.7861 | 0.7737 | 0.9397   |
| 0.0007        | 797.0  | 138678 | 0.5844          | 0.7675    | 0.7929 | 0.7800 | 0.9411   |
| 0.0007        | 798.0  | 138852 | 0.5848          | 0.7712    | 0.7947 | 0.7828 | 0.9410   |
| 0.0005        | 799.0  | 139026 | 0.6056          | 0.7608    | 0.8006 | 0.7802 | 0.9412   |
| 0.0005        | 800.0  | 139200 | 0.5993          | 0.7686    | 0.7938 | 0.7810 | 0.9407   |
| 0.0005        | 801.0  | 139374 | 0.6284          | 0.7581    | 0.7942 | 0.7757 | 0.9395   |
| 0.0008        | 802.0  | 139548 | 0.6304          | 0.7682    | 0.7859 | 0.7769 | 0.9391   |
| 0.0008        | 803.0  | 139722 | 0.5859          | 0.7608    | 0.7769 | 0.7688 | 0.9382   |
| 0.0008        | 804.0  | 139896 | 0.5932          | 0.7626    | 0.7909 | 0.7765 | 0.9398   |
| 0.0009        | 805.0  | 140070 | 0.5850          | 0.7652    | 0.8030 | 0.7837 | 0.9411   |
| 0.0009        | 806.0  | 140244 | 0.5932          | 0.7647    | 0.7738 | 0.7692 | 0.9391   |
| 0.0009        | 807.0  | 140418 | 0.6064          | 0.7604    | 0.7875 | 0.7737 | 0.9401   |
| 0.0007        | 808.0  | 140592 | 0.5680          | 0.7721    | 0.7803 | 0.7762 | 0.9391   |
| 0.0007        | 809.0  | 140766 | 0.6108          | 0.7544    | 0.7895 | 0.7716 | 0.9383   |
| 0.0007        | 810.0  | 140940 | 0.6156          | 0.7654    | 0.7936 | 0.7792 | 0.9397   |
| 0.0008        | 811.0  | 141114 | 0.6231          | 0.7654    | 0.7834 | 0.7743 | 0.9399   |
| 0.0008        | 812.0  | 141288 | 0.6274          | 0.7640    | 0.7823 | 0.7730 | 0.9387   |
| 0.0008        | 813.0  | 141462 | 0.6253          | 0.7670    | 0.7951 | 0.7808 | 0.9403   |
| 0.0005        | 814.0  | 141636 | 0.6335          | 0.7603    | 0.7895 | 0.7746 | 0.9396   |
| 0.0005        | 815.0  | 141810 | 0.6381          | 0.7606    | 0.7884 | 0.7743 | 0.9395   |
| 0.0005        | 816.0  | 141984 | 0.6253          | 0.7606    | 0.7983 | 0.7790 | 0.9401   |
| 0.0006        | 817.0  | 142158 | 0.6289          | 0.7647    | 0.7889 | 0.7766 | 0.9396   |
| 0.0006        | 818.0  | 142332 | 0.5973          | 0.7653    | 0.7934 | 0.7791 | 0.9410   |
| 0.0006        | 819.0  | 142506 | 0.6083          | 0.7586    | 0.7958 | 0.7768 | 0.9402   |
| 0.0006        | 820.0  | 142680 | 0.5842          | 0.7709    | 0.7961 | 0.7833 | 0.9413   |
| 0.0006        | 821.0  | 142854 | 0.6084          | 0.7610    | 0.7992 | 0.7796 | 0.9404   |
| 0.001         | 822.0  | 143028 | 0.6156          | 0.7610    | 0.7981 | 0.7791 | 0.9412   |
| 0.001         | 823.0  | 143202 | 0.6018          | 0.7592    | 0.7990 | 0.7786 | 0.9408   |
| 0.001         | 824.0  | 143376 | 0.5920          | 0.7628    | 0.7974 | 0.7797 | 0.9412   |
| 0.0007        | 825.0  | 143550 | 0.6093          | 0.7658    | 0.7913 | 0.7783 | 0.9400   |
| 0.0007        | 826.0  | 143724 | 0.6057          | 0.7636    | 0.7938 | 0.7784 | 0.9409   |
| 0.0007        | 827.0  | 143898 | 0.5992          | 0.7628    | 0.8003 | 0.7811 | 0.9411   |
| 0.0006        | 828.0  | 144072 | 0.6110          | 0.7717    | 0.7879 | 0.7797 | 0.9408   |
| 0.0006        | 829.0  | 144246 | 0.5798          | 0.7670    | 0.7972 | 0.7818 | 0.9411   |
| 0.0006        | 830.0  | 144420 | 0.5785          | 0.7685    | 0.7992 | 0.7835 | 0.9419   |
| 0.0007        | 831.0  | 144594 | 0.6012          | 0.7696    | 0.7855 | 0.7775 | 0.9404   |
| 0.0007        | 832.0  | 144768 | 0.6055          | 0.7649    | 0.7929 | 0.7787 | 0.9408   |
| 0.0007        | 833.0  | 144942 | 0.6022          | 0.7711    | 0.7924 | 0.7816 | 0.9413   |
| 0.0003        | 834.0  | 145116 | 0.6119          | 0.7718    | 0.7862 | 0.7789 | 0.9411   |
| 0.0003        | 835.0  | 145290 | 0.5827          | 0.7706    | 0.7960 | 0.7831 | 0.9421   |
| 0.0003        | 836.0  | 145464 | 0.5844          | 0.7682    | 0.7789 | 0.7735 | 0.9400   |
| 0.001         | 837.0  | 145638 | 0.6001          | 0.7695    | 0.7947 | 0.7819 | 0.9414   |
| 0.001         | 838.0  | 145812 | 0.6120          | 0.7651    | 0.7929 | 0.7787 | 0.9408   |
| 0.001         | 839.0  | 145986 | 0.6139          | 0.7631    | 0.8001 | 0.7812 | 0.9412   |
| 0.0007        | 840.0  | 146160 | 0.6323          | 0.7673    | 0.7855 | 0.7763 | 0.9404   |
| 0.0007        | 841.0  | 146334 | 0.6773          | 0.7647    | 0.7882 | 0.7763 | 0.9401   |
| 0.0005        | 842.0  | 146508 | 0.6406          | 0.7692    | 0.7916 | 0.7803 | 0.9407   |
| 0.0005        | 843.0  | 146682 | 0.6117          | 0.7626    | 0.7900 | 0.7760 | 0.9400   |
| 0.0005        | 844.0  | 146856 | 0.6223          | 0.7638    | 0.7846 | 0.7741 | 0.9399   |
| 0.0005        | 845.0  | 147030 | 0.6309          | 0.7693    | 0.7979 | 0.7833 | 0.9407   |
| 0.0005        | 846.0  | 147204 | 0.6475          | 0.7609    | 0.7999 | 0.7799 | 0.9401   |
| 0.0005        | 847.0  | 147378 | 0.6018          | 0.7672    | 0.7888 | 0.7778 | 0.9401   |
| 0.0008        | 848.0  | 147552 | 0.6146          | 0.7641    | 0.7967 | 0.7800 | 0.9409   |
| 0.0008        | 849.0  | 147726 | 0.6105          | 0.7647    | 0.7859 | 0.7751 | 0.9402   |
| 0.0008        | 850.0  | 147900 | 0.5892          | 0.7764    | 0.7911 | 0.7837 | 0.9417   |
| 0.0004        | 851.0  | 148074 | 0.5999          | 0.7736    | 0.8012 | 0.7872 | 0.9421   |
| 0.0004        | 852.0  | 148248 | 0.6043          | 0.7618    | 0.8017 | 0.7813 | 0.9413   |
| 0.0004        | 853.0  | 148422 | 0.6227          | 0.7597    | 0.7918 | 0.7754 | 0.9409   |
| 0.0004        | 854.0  | 148596 | 0.6485          | 0.7620    | 0.7888 | 0.7752 | 0.9400   |
| 0.0004        | 855.0  | 148770 | 0.6376          | 0.7638    | 0.7933 | 0.7783 | 0.9408   |
| 0.0004        | 856.0  | 148944 | 0.6426          | 0.7716    | 0.7965 | 0.7839 | 0.9413   |
| 0.0003        | 857.0  | 149118 | 0.6455          | 0.7723    | 0.8033 | 0.7875 | 0.9413   |
| 0.0003        | 858.0  | 149292 | 0.6459          | 0.7660    | 0.8086 | 0.7867 | 0.9417   |
| 0.0003        | 859.0  | 149466 | 0.6244          | 0.7628    | 0.7875 | 0.7749 | 0.9399   |
| 0.0003        | 860.0  | 149640 | 0.6304          | 0.7683    | 0.7810 | 0.7746 | 0.9399   |
| 0.0003        | 861.0  | 149814 | 0.6419          | 0.7692    | 0.7808 | 0.7750 | 0.9400   |
| 0.0003        | 862.0  | 149988 | 0.6350          | 0.7668    | 0.7992 | 0.7826 | 0.9419   |
| 0.0003        | 863.0  | 150162 | 0.6327          | 0.7769    | 0.7960 | 0.7863 | 0.9414   |
| 0.0003        | 864.0  | 150336 | 0.6530          | 0.7560    | 0.7934 | 0.7743 | 0.9402   |
| 0.0005        | 865.0  | 150510 | 0.6452          | 0.7549    | 0.7994 | 0.7765 | 0.9409   |
| 0.0005        | 866.0  | 150684 | 0.6417          | 0.7648    | 0.7857 | 0.7751 | 0.9405   |
| 0.0005        | 867.0  | 150858 | 0.6240          | 0.7566    | 0.8033 | 0.7793 | 0.9418   |
| 0.0004        | 868.0  | 151032 | 0.6317          | 0.7663    | 0.7956 | 0.7807 | 0.9417   |
| 0.0004        | 869.0  | 151206 | 0.6258          | 0.7652    | 0.7922 | 0.7784 | 0.9410   |
| 0.0004        | 870.0  | 151380 | 0.6313          | 0.7699    | 0.7961 | 0.7828 | 0.9422   |
| 0.0004        | 871.0  | 151554 | 0.6250          | 0.7710    | 0.7925 | 0.7816 | 0.9409   |
| 0.0004        | 872.0  | 151728 | 0.6365          | 0.7677    | 0.7902 | 0.7788 | 0.9408   |
| 0.0004        | 873.0  | 151902 | 0.6250          | 0.7713    | 0.7848 | 0.7780 | 0.9408   |
| 0.0004        | 874.0  | 152076 | 0.6261          | 0.7594    | 0.7965 | 0.7775 | 0.9410   |
| 0.0004        | 875.0  | 152250 | 0.6320          | 0.7700    | 0.7940 | 0.7818 | 0.9414   |
| 0.0004        | 876.0  | 152424 | 0.6377          | 0.7692    | 0.7969 | 0.7828 | 0.9420   |
| 0.0002        | 877.0  | 152598 | 0.6272          | 0.7673    | 0.8041 | 0.7853 | 0.9420   |
| 0.0002        | 878.0  | 152772 | 0.6190          | 0.7664    | 0.7994 | 0.7825 | 0.9412   |
| 0.0002        | 879.0  | 152946 | 0.6321          | 0.7687    | 0.7920 | 0.7802 | 0.9407   |
| 0.0003        | 880.0  | 153120 | 0.6322          | 0.7672    | 0.7933 | 0.7800 | 0.9411   |
| 0.0003        | 881.0  | 153294 | 0.6343          | 0.7683    | 0.7920 | 0.7800 | 0.9406   |
| 0.0003        | 882.0  | 153468 | 0.6101          | 0.7520    | 0.7895 | 0.7703 | 0.9387   |
| 0.0005        | 883.0  | 153642 | 0.6241          | 0.7665    | 0.7898 | 0.7780 | 0.9406   |
| 0.0005        | 884.0  | 153816 | 0.6413          | 0.7677    | 0.7934 | 0.7804 | 0.9408   |
| 0.0005        | 885.0  | 153990 | 0.6446          | 0.7592    | 0.7956 | 0.7770 | 0.9408   |
| 0.0002        | 886.0  | 154164 | 0.6245          | 0.7623    | 0.7897 | 0.7758 | 0.9399   |
| 0.0002        | 887.0  | 154338 | 0.6366          | 0.7666    | 0.7967 | 0.7813 | 0.9407   |
| 0.0003        | 888.0  | 154512 | 0.6413          | 0.7628    | 0.7942 | 0.7782 | 0.9403   |
| 0.0003        | 889.0  | 154686 | 0.6300          | 0.7632    | 0.7990 | 0.7807 | 0.9409   |
| 0.0003        | 890.0  | 154860 | 0.6219          | 0.7640    | 0.7956 | 0.7795 | 0.9400   |
| 0.0004        | 891.0  | 155034 | 0.6225          | 0.7647    | 0.7891 | 0.7767 | 0.9399   |
| 0.0004        | 892.0  | 155208 | 0.6477          | 0.7662    | 0.7816 | 0.7738 | 0.9395   |
| 0.0004        | 893.0  | 155382 | 0.6345          | 0.7694    | 0.7873 | 0.7783 | 0.9403   |
| 0.0004        | 894.0  | 155556 | 0.5839          | 0.7660    | 0.7931 | 0.7793 | 0.9402   |
| 0.0004        | 895.0  | 155730 | 0.6053          | 0.7579    | 0.7999 | 0.7783 | 0.9398   |
| 0.0004        | 896.0  | 155904 | 0.5843          | 0.7707    | 0.7834 | 0.7770 | 0.9401   |
| 0.0005        | 897.0  | 156078 | 0.6095          | 0.7651    | 0.7938 | 0.7792 | 0.9392   |
| 0.0005        | 898.0  | 156252 | 0.6045          | 0.7640    | 0.7958 | 0.7796 | 0.9406   |
| 0.0005        | 899.0  | 156426 | 0.6185          | 0.7625    | 0.7943 | 0.7781 | 0.9399   |
| 0.0004        | 900.0  | 156600 | 0.6091          | 0.7636    | 0.7900 | 0.7766 | 0.9401   |
| 0.0004        | 901.0  | 156774 | 0.6223          | 0.7673    | 0.7906 | 0.7788 | 0.9405   |
| 0.0004        | 902.0  | 156948 | 0.6251          | 0.7681    | 0.7927 | 0.7802 | 0.9417   |
| 0.0003        | 903.0  | 157122 | 0.6235          | 0.7657    | 0.7882 | 0.7768 | 0.9409   |
| 0.0003        | 904.0  | 157296 | 0.6192          | 0.7749    | 0.7958 | 0.7852 | 0.9417   |
| 0.0003        | 905.0  | 157470 | 0.6311          | 0.7724    | 0.7897 | 0.7809 | 0.9405   |
| 0.0002        | 906.0  | 157644 | 0.6373          | 0.7669    | 0.7967 | 0.7815 | 0.9419   |
| 0.0002        | 907.0  | 157818 | 0.6306          | 0.7643    | 0.7990 | 0.7813 | 0.9412   |
| 0.0002        | 908.0  | 157992 | 0.6225          | 0.7703    | 0.7945 | 0.7822 | 0.9412   |
| 0.0002        | 909.0  | 158166 | 0.6268          | 0.7733    | 0.7967 | 0.7848 | 0.9421   |
| 0.0002        | 910.0  | 158340 | 0.6422          | 0.7759    | 0.7994 | 0.7875 | 0.9421   |
| 0.0002        | 911.0  | 158514 | 0.6512          | 0.7676    | 0.8041 | 0.7854 | 0.9422   |
| 0.0002        | 912.0  | 158688 | 0.6567          | 0.7701    | 0.8012 | 0.7853 | 0.9420   |
| 0.0002        | 913.0  | 158862 | 0.6555          | 0.7672    | 0.7999 | 0.7832 | 0.9419   |
| 0.0002        | 914.0  | 159036 | 0.6499          | 0.7679    | 0.7978 | 0.7825 | 0.9416   |
| 0.0002        | 915.0  | 159210 | 0.6461          | 0.7659    | 0.7990 | 0.7821 | 0.9416   |
| 0.0002        | 916.0  | 159384 | 0.6302          | 0.7701    | 0.7909 | 0.7804 | 0.9413   |
| 0.0003        | 917.0  | 159558 | 0.6350          | 0.7665    | 0.7916 | 0.7789 | 0.9412   |
| 0.0003        | 918.0  | 159732 | 0.6447          | 0.7647    | 0.7940 | 0.7790 | 0.9413   |
| 0.0003        | 919.0  | 159906 | 0.6557          | 0.7666    | 0.7954 | 0.7807 | 0.9416   |
| 0.0001        | 920.0  | 160080 | 0.6554          | 0.7714    | 0.7954 | 0.7832 | 0.9417   |
| 0.0001        | 921.0  | 160254 | 0.6628          | 0.7657    | 0.7852 | 0.7753 | 0.9403   |
| 0.0001        | 922.0  | 160428 | 0.6537          | 0.7687    | 0.7826 | 0.7756 | 0.9407   |
| 0.0002        | 923.0  | 160602 | 0.6584          | 0.7642    | 0.7925 | 0.7781 | 0.9410   |
| 0.0002        | 924.0  | 160776 | 0.6516          | 0.7715    | 0.7965 | 0.7838 | 0.9414   |
| 0.0002        | 925.0  | 160950 | 0.6378          | 0.7691    | 0.7978 | 0.7832 | 0.9417   |
| 0.0003        | 926.0  | 161124 | 0.6408          | 0.7716    | 0.7934 | 0.7824 | 0.9407   |
| 0.0003        | 927.0  | 161298 | 0.6366          | 0.7717    | 0.7895 | 0.7805 | 0.9408   |
| 0.0003        | 928.0  | 161472 | 0.6325          | 0.7678    | 0.7983 | 0.7827 | 0.9410   |
| 0.0002        | 929.0  | 161646 | 0.6356          | 0.7723    | 0.7940 | 0.7830 | 0.9411   |
| 0.0002        | 930.0  | 161820 | 0.6340          | 0.7723    | 0.7981 | 0.7850 | 0.9414   |
| 0.0002        | 931.0  | 161994 | 0.6349          | 0.7755    | 0.7981 | 0.7867 | 0.9417   |
| 0.0002        | 932.0  | 162168 | 0.6261          | 0.7783    | 0.7913 | 0.7847 | 0.9416   |
| 0.0002        | 933.0  | 162342 | 0.6299          | 0.7783    | 0.7940 | 0.7861 | 0.9421   |
| 0.0001        | 934.0  | 162516 | 0.6277          | 0.7767    | 0.7911 | 0.7838 | 0.9411   |
| 0.0001        | 935.0  | 162690 | 0.6299          | 0.7733    | 0.7949 | 0.7839 | 0.9409   |
| 0.0001        | 936.0  | 162864 | 0.6429          | 0.7705    | 0.7967 | 0.7834 | 0.9406   |
| 0.0001        | 937.0  | 163038 | 0.6487          | 0.7734    | 0.7958 | 0.7844 | 0.9408   |
| 0.0001        | 938.0  | 163212 | 0.6485          | 0.7729    | 0.7925 | 0.7826 | 0.9408   |
| 0.0001        | 939.0  | 163386 | 0.6593          | 0.7687    | 0.7967 | 0.7825 | 0.9409   |
| 0.0002        | 940.0  | 163560 | 0.6535          | 0.7674    | 0.7960 | 0.7814 | 0.9404   |
| 0.0002        | 941.0  | 163734 | 0.6542          | 0.7684    | 0.8046 | 0.7861 | 0.9414   |
| 0.0002        | 942.0  | 163908 | 0.6575          | 0.77      | 0.8042 | 0.7868 | 0.9418   |
| 0.0001        | 943.0  | 164082 | 0.6625          | 0.7725    | 0.7969 | 0.7845 | 0.9415   |
| 0.0001        | 944.0  | 164256 | 0.6729          | 0.7747    | 0.7961 | 0.7853 | 0.9412   |
| 0.0001        | 945.0  | 164430 | 0.6757          | 0.7729    | 0.7956 | 0.7841 | 0.9416   |
| 0.0002        | 946.0  | 164604 | 0.6629          | 0.7720    | 0.8014 | 0.7864 | 0.9417   |
| 0.0002        | 947.0  | 164778 | 0.6645          | 0.7737    | 0.7999 | 0.7866 | 0.9420   |
| 0.0002        | 948.0  | 164952 | 0.6658          | 0.7777    | 0.7902 | 0.7839 | 0.9416   |
| 0.0001        | 949.0  | 165126 | 0.6666          | 0.7790    | 0.7933 | 0.7860 | 0.9421   |
| 0.0001        | 950.0  | 165300 | 0.6737          | 0.7688    | 0.8062 | 0.7871 | 0.9422   |
| 0.0001        | 951.0  | 165474 | 0.6776          | 0.7723    | 0.8046 | 0.7881 | 0.9424   |
| 0.0002        | 952.0  | 165648 | 0.6628          | 0.7735    | 0.7976 | 0.7854 | 0.9422   |
| 0.0002        | 953.0  | 165822 | 0.6619          | 0.7773    | 0.7918 | 0.7845 | 0.9414   |
| 0.0002        | 954.0  | 165996 | 0.6516          | 0.7765    | 0.7978 | 0.7870 | 0.9421   |
| 0.0002        | 955.0  | 166170 | 0.6534          | 0.7714    | 0.8003 | 0.7856 | 0.9420   |
| 0.0002        | 956.0  | 166344 | 0.6476          | 0.7754    | 0.7999 | 0.7874 | 0.9421   |
| 0.0003        | 957.0  | 166518 | 0.6444          | 0.7745    | 0.7974 | 0.7858 | 0.9417   |
| 0.0003        | 958.0  | 166692 | 0.6442          | 0.7754    | 0.7985 | 0.7868 | 0.9418   |
| 0.0003        | 959.0  | 166866 | 0.6619          | 0.7704    | 0.7976 | 0.7838 | 0.9409   |
| 0.0002        | 960.0  | 167040 | 0.6678          | 0.7732    | 0.7987 | 0.7857 | 0.9413   |
| 0.0002        | 961.0  | 167214 | 0.6673          | 0.7758    | 0.8003 | 0.7879 | 0.9417   |
| 0.0002        | 962.0  | 167388 | 0.6671          | 0.7749    | 0.8023 | 0.7884 | 0.9417   |
| 0.0001        | 963.0  | 167562 | 0.6559          | 0.7718    | 0.8019 | 0.7865 | 0.9415   |
| 0.0001        | 964.0  | 167736 | 0.6596          | 0.7728    | 0.7976 | 0.7850 | 0.9412   |
| 0.0001        | 965.0  | 167910 | 0.6554          | 0.7714    | 0.8028 | 0.7868 | 0.9418   |
| 0.0002        | 966.0  | 168084 | 0.6524          | 0.7716    | 0.8026 | 0.7868 | 0.9418   |
| 0.0002        | 967.0  | 168258 | 0.6546          | 0.7715    | 0.8019 | 0.7864 | 0.9416   |
| 0.0002        | 968.0  | 168432 | 0.6555          | 0.7708    | 0.8024 | 0.7863 | 0.9419   |
| 0.0001        | 969.0  | 168606 | 0.6524          | 0.7708    | 0.7990 | 0.7847 | 0.9418   |
| 0.0001        | 970.0  | 168780 | 0.6575          | 0.7697    | 0.7999 | 0.7845 | 0.9416   |
| 0.0001        | 971.0  | 168954 | 0.6583          | 0.7732    | 0.7996 | 0.7862 | 0.9418   |
| 0.0001        | 972.0  | 169128 | 0.6571          | 0.7717    | 0.8021 | 0.7866 | 0.9419   |
| 0.0001        | 973.0  | 169302 | 0.6606          | 0.7725    | 0.7985 | 0.7853 | 0.9417   |
| 0.0001        | 974.0  | 169476 | 0.6600          | 0.7718    | 0.8010 | 0.7861 | 0.9421   |
| 0.0001        | 975.0  | 169650 | 0.6629          | 0.7705    | 0.8046 | 0.7872 | 0.9422   |
| 0.0001        | 976.0  | 169824 | 0.6607          | 0.7732    | 0.8014 | 0.7871 | 0.9422   |
| 0.0001        | 977.0  | 169998 | 0.6619          | 0.7728    | 0.7987 | 0.7855 | 0.9418   |
| 0.0001        | 978.0  | 170172 | 0.6641          | 0.7715    | 0.8019 | 0.7864 | 0.9421   |
| 0.0001        | 979.0  | 170346 | 0.6599          | 0.7708    | 0.8001 | 0.7852 | 0.9419   |
| 0.0001        | 980.0  | 170520 | 0.6615          | 0.7721    | 0.8028 | 0.7871 | 0.9420   |
| 0.0001        | 981.0  | 170694 | 0.6620          | 0.7729    | 0.8033 | 0.7878 | 0.9421   |
| 0.0001        | 982.0  | 170868 | 0.6630          | 0.7725    | 0.8015 | 0.7867 | 0.9421   |
| 0.0001        | 983.0  | 171042 | 0.6621          | 0.7738    | 0.7976 | 0.7855 | 0.9418   |
| 0.0001        | 984.0  | 171216 | 0.6634          | 0.7733    | 0.7979 | 0.7854 | 0.9417   |
| 0.0001        | 985.0  | 171390 | 0.6642          | 0.7741    | 0.8008 | 0.7872 | 0.9417   |
| 0.0001        | 986.0  | 171564 | 0.6660          | 0.7713    | 0.8030 | 0.7868 | 0.9418   |
| 0.0001        | 987.0  | 171738 | 0.6668          | 0.7717    | 0.8030 | 0.7870 | 0.9418   |
| 0.0001        | 988.0  | 171912 | 0.6639          | 0.7717    | 0.7987 | 0.7850 | 0.9415   |
| 0.0           | 989.0  | 172086 | 0.6646          | 0.7720    | 0.7983 | 0.7849 | 0.9416   |
| 0.0           | 990.0  | 172260 | 0.6626          | 0.7745    | 0.7983 | 0.7862 | 0.9417   |
| 0.0           | 991.0  | 172434 | 0.6630          | 0.7740    | 0.7981 | 0.7859 | 0.9417   |
| 0.0001        | 992.0  | 172608 | 0.6630          | 0.7733    | 0.7978 | 0.7853 | 0.9417   |
| 0.0001        | 993.0  | 172782 | 0.6607          | 0.7746    | 0.7988 | 0.7865 | 0.9418   |
| 0.0001        | 994.0  | 172956 | 0.6612          | 0.7750    | 0.7996 | 0.7871 | 0.9418   |
| 0.0001        | 995.0  | 173130 | 0.6608          | 0.7749    | 0.7992 | 0.7869 | 0.9419   |
| 0.0001        | 996.0  | 173304 | 0.6601          | 0.7748    | 0.7988 | 0.7867 | 0.9418   |
| 0.0001        | 997.0  | 173478 | 0.6604          | 0.7743    | 0.7988 | 0.7864 | 0.9418   |
| 0.0           | 998.0  | 173652 | 0.6605          | 0.7751    | 0.7999 | 0.7873 | 0.9419   |
| 0.0           | 999.0  | 173826 | 0.6606          | 0.7753    | 0.8003 | 0.7876 | 0.9420   |
| 0.0003        | 1000.0 | 174000 | 0.6607          | 0.7753    | 0.8003 | 0.7876 | 0.9420   |


### Framework versions

- Transformers 4.29.2
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3
