update model card README.md
Browse files
README.md
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|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
tags:
|
| 4 |
+
- generated_from_trainer
|
| 5 |
+
datasets:
|
| 6 |
+
- bionlp2004
|
| 7 |
+
metrics:
|
| 8 |
+
- precision
|
| 9 |
+
- recall
|
| 10 |
+
- f1
|
| 11 |
+
- accuracy
|
| 12 |
+
model-index:
|
| 13 |
+
- name: test_16_8310
|
| 14 |
+
results: []
|
| 15 |
+
---
|
| 16 |
+
|
| 17 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 18 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 19 |
+
|
| 20 |
+
# test_16_8310
|
| 21 |
+
|
| 22 |
+
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the bionlp2004 dataset.
|
| 23 |
+
It achieves the following results on the evaluation set:
|
| 24 |
+
- Loss: 0.5973
|
| 25 |
+
- Precision: 0.7900
|
| 26 |
+
- Recall: 0.8102
|
| 27 |
+
- F1: 0.8000
|
| 28 |
+
- Accuracy: 0.9453
|
| 29 |
+
|
| 30 |
+
## Model description
|
| 31 |
+
|
| 32 |
+
More information needed
|
| 33 |
+
|
| 34 |
+
## Intended uses & limitations
|
| 35 |
+
|
| 36 |
+
More information needed
|
| 37 |
+
|
| 38 |
+
## Training and evaluation data
|
| 39 |
+
|
| 40 |
+
More information needed
|
| 41 |
+
|
| 42 |
+
## Training procedure
|
| 43 |
+
|
| 44 |
+
### Training hyperparameters
|
| 45 |
+
|
| 46 |
+
The following hyperparameters were used during training:
|
| 47 |
+
- learning_rate: 0.001
|
| 48 |
+
- train_batch_size: 16
|
| 49 |
+
- eval_batch_size: 16
|
| 50 |
+
- seed: 42
|
| 51 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 52 |
+
- lr_scheduler_type: linear
|
| 53 |
+
- num_epochs: 1000
|
| 54 |
+
|
| 55 |
+
### Training results
|
| 56 |
+
|
| 57 |
+
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
| 58 |
+
|:-------------:|:------:|:------:|:---------------:|:---------:|:------:|:------:|:--------:|
|
| 59 |
+
| 0.3128 | 1.0 | 520 | 0.1908 | 0.7000 | 0.7544 | 0.7262 | 0.9357 |
|
| 60 |
+
| 0.2016 | 2.0 | 1040 | 0.1796 | 0.7012 | 0.7929 | 0.7443 | 0.9386 |
|
| 61 |
+
| 0.1808 | 3.0 | 1560 | 0.1743 | 0.7332 | 0.7853 | 0.7584 | 0.9395 |
|
| 62 |
+
| 0.165 | 4.0 | 2080 | 0.1752 | 0.7443 | 0.7857 | 0.7644 | 0.9405 |
|
| 63 |
+
| 0.1532 | 5.0 | 2600 | 0.1792 | 0.7240 | 0.7972 | 0.7588 | 0.9403 |
|
| 64 |
+
| 0.1499 | 6.0 | 3120 | 0.1727 | 0.7331 | 0.8230 | 0.7754 | 0.9439 |
|
| 65 |
+
| 0.137 | 7.0 | 3640 | 0.2022 | 0.7315 | 0.7906 | 0.7599 | 0.9406 |
|
| 66 |
+
| 0.1353 | 8.0 | 4160 | 0.1872 | 0.7390 | 0.8138 | 0.7746 | 0.9413 |
|
| 67 |
+
| 0.1255 | 9.0 | 4680 | 0.1892 | 0.7470 | 0.7965 | 0.7710 | 0.9432 |
|
| 68 |
+
| 0.1225 | 10.0 | 5200 | 0.2027 | 0.7298 | 0.8095 | 0.7676 | 0.9396 |
|
| 69 |
+
| 0.1193 | 11.0 | 5720 | 0.1940 | 0.7488 | 0.7922 | 0.7699 | 0.9417 |
|
| 70 |
+
| 0.1181 | 12.0 | 6240 | 0.2030 | 0.7381 | 0.8095 | 0.7721 | 0.9413 |
|
| 71 |
+
| 0.1102 | 13.0 | 6760 | 0.2055 | 0.7598 | 0.7691 | 0.7645 | 0.9417 |
|
| 72 |
+
| 0.1096 | 14.0 | 7280 | 0.1908 | 0.7598 | 0.7821 | 0.7708 | 0.9431 |
|
| 73 |
+
| 0.1022 | 15.0 | 7800 | 0.2060 | 0.7506 | 0.8033 | 0.7761 | 0.9428 |
|
| 74 |
+
| 0.0999 | 16.0 | 8320 | 0.2178 | 0.7498 | 0.8021 | 0.7751 | 0.9430 |
|
| 75 |
+
| 0.0973 | 17.0 | 8840 | 0.1970 | 0.7414 | 0.7992 | 0.7692 | 0.9413 |
|
| 76 |
+
| 0.0936 | 18.0 | 9360 | 0.2034 | 0.7468 | 0.8116 | 0.7779 | 0.9429 |
|
| 77 |
+
| 0.0941 | 19.0 | 9880 | 0.2071 | 0.7677 | 0.7875 | 0.7775 | 0.9429 |
|
| 78 |
+
| 0.0926 | 20.0 | 10400 | 0.2142 | 0.7595 | 0.8026 | 0.7805 | 0.9416 |
|
| 79 |
+
| 0.0918 | 21.0 | 10920 | 0.2080 | 0.7504 | 0.7904 | 0.7699 | 0.9429 |
|
| 80 |
+
| 0.0868 | 22.0 | 11440 | 0.2439 | 0.7368 | 0.8055 | 0.7696 | 0.9375 |
|
| 81 |
+
| 0.0859 | 23.0 | 11960 | 0.2389 | 0.7208 | 0.7886 | 0.7532 | 0.9371 |
|
| 82 |
+
| 0.0833 | 24.0 | 12480 | 0.2271 | 0.7596 | 0.7994 | 0.7790 | 0.9424 |
|
| 83 |
+
| 0.0808 | 25.0 | 13000 | 0.2268 | 0.7677 | 0.7803 | 0.7740 | 0.9404 |
|
| 84 |
+
| 0.076 | 26.0 | 13520 | 0.2185 | 0.7562 | 0.7949 | 0.7751 | 0.9419 |
|
| 85 |
+
| 0.0764 | 27.0 | 14040 | 0.2374 | 0.7593 | 0.8015 | 0.7799 | 0.9427 |
|
| 86 |
+
| 0.0788 | 28.0 | 14560 | 0.2270 | 0.7505 | 0.8050 | 0.7768 | 0.9411 |
|
| 87 |
+
| 0.0741 | 29.0 | 15080 | 0.2386 | 0.7642 | 0.7974 | 0.7805 | 0.9430 |
|
| 88 |
+
| 0.0714 | 30.0 | 15600 | 0.2388 | 0.7630 | 0.7902 | 0.7764 | 0.9419 |
|
| 89 |
+
| 0.0708 | 31.0 | 16120 | 0.2473 | 0.7436 | 0.7985 | 0.7701 | 0.9411 |
|
| 90 |
+
| 0.0714 | 32.0 | 16640 | 0.2620 | 0.7514 | 0.7812 | 0.7660 | 0.9386 |
|
| 91 |
+
| 0.0698 | 33.0 | 17160 | 0.2393 | 0.7454 | 0.7870 | 0.7656 | 0.9401 |
|
| 92 |
+
| 0.0686 | 34.0 | 17680 | 0.2419 | 0.7591 | 0.8014 | 0.7797 | 0.9422 |
|
| 93 |
+
| 0.0688 | 35.0 | 18200 | 0.2617 | 0.7487 | 0.7918 | 0.7696 | 0.9404 |
|
| 94 |
+
| 0.0674 | 36.0 | 18720 | 0.2437 | 0.7662 | 0.7972 | 0.7814 | 0.9428 |
|
| 95 |
+
| 0.0682 | 37.0 | 19240 | 0.2526 | 0.7484 | 0.8014 | 0.7740 | 0.9408 |
|
| 96 |
+
| 0.0638 | 38.0 | 19760 | 0.2322 | 0.7510 | 0.8075 | 0.7782 | 0.9415 |
|
| 97 |
+
| 0.0646 | 39.0 | 20280 | 0.2567 | 0.7603 | 0.7790 | 0.7695 | 0.9416 |
|
| 98 |
+
| 0.0635 | 40.0 | 20800 | 0.2626 | 0.7629 | 0.7592 | 0.7611 | 0.9385 |
|
| 99 |
+
| 0.0639 | 41.0 | 21320 | 0.2460 | 0.7463 | 0.7976 | 0.7711 | 0.9416 |
|
| 100 |
+
| 0.061 | 42.0 | 21840 | 0.2589 | 0.7609 | 0.8023 | 0.7810 | 0.9428 |
|
| 101 |
+
| 0.0604 | 43.0 | 22360 | 0.2466 | 0.7458 | 0.8093 | 0.7762 | 0.9408 |
|
| 102 |
+
| 0.0612 | 44.0 | 22880 | 0.2454 | 0.7641 | 0.7943 | 0.7789 | 0.9427 |
|
| 103 |
+
| 0.0598 | 45.0 | 23400 | 0.2619 | 0.7606 | 0.7965 | 0.7781 | 0.9422 |
|
| 104 |
+
| 0.061 | 46.0 | 23920 | 0.2558 | 0.7577 | 0.7942 | 0.7755 | 0.9421 |
|
| 105 |
+
| 0.0574 | 47.0 | 24440 | 0.2665 | 0.7621 | 0.8156 | 0.7879 | 0.9433 |
|
| 106 |
+
| 0.0603 | 48.0 | 24960 | 0.2642 | 0.7493 | 0.8014 | 0.7745 | 0.9412 |
|
| 107 |
+
| 0.0589 | 49.0 | 25480 | 0.2546 | 0.7594 | 0.7933 | 0.7759 | 0.9424 |
|
| 108 |
+
| 0.0557 | 50.0 | 26000 | 0.2853 | 0.7565 | 0.7792 | 0.7677 | 0.9396 |
|
| 109 |
+
| 0.0546 | 51.0 | 26520 | 0.2705 | 0.7611 | 0.7875 | 0.7741 | 0.9411 |
|
| 110 |
+
| 0.053 | 52.0 | 27040 | 0.2390 | 0.7527 | 0.7952 | 0.7734 | 0.9415 |
|
| 111 |
+
| 0.0568 | 53.0 | 27560 | 0.2507 | 0.7534 | 0.7715 | 0.7623 | 0.9398 |
|
| 112 |
+
| 0.0545 | 54.0 | 28080 | 0.2770 | 0.7447 | 0.8163 | 0.7789 | 0.9425 |
|
| 113 |
+
| 0.0546 | 55.0 | 28600 | 0.2734 | 0.7551 | 0.8046 | 0.7791 | 0.9420 |
|
| 114 |
+
| 0.0522 | 56.0 | 29120 | 0.2784 | 0.7681 | 0.7870 | 0.7774 | 0.9413 |
|
| 115 |
+
| 0.0507 | 57.0 | 29640 | 0.2743 | 0.7436 | 0.7994 | 0.7705 | 0.9399 |
|
| 116 |
+
| 0.0545 | 58.0 | 30160 | 0.2857 | 0.7627 | 0.8006 | 0.7812 | 0.9415 |
|
| 117 |
+
| 0.0523 | 59.0 | 30680 | 0.2966 | 0.7688 | 0.7846 | 0.7766 | 0.9415 |
|
| 118 |
+
| 0.0521 | 60.0 | 31200 | 0.2925 | 0.7572 | 0.7744 | 0.7657 | 0.9394 |
|
| 119 |
+
| 0.052 | 61.0 | 31720 | 0.2791 | 0.7523 | 0.8071 | 0.7787 | 0.9411 |
|
| 120 |
+
| 0.0506 | 62.0 | 32240 | 0.2809 | 0.7584 | 0.7909 | 0.7743 | 0.9401 |
|
| 121 |
+
| 0.0521 | 63.0 | 32760 | 0.2851 | 0.7467 | 0.7888 | 0.7671 | 0.9399 |
|
| 122 |
+
| 0.0502 | 64.0 | 33280 | 0.2546 | 0.7573 | 0.7969 | 0.7766 | 0.9414 |
|
| 123 |
+
| 0.0504 | 65.0 | 33800 | 0.2938 | 0.7508 | 0.8080 | 0.7784 | 0.9409 |
|
| 124 |
+
| 0.0495 | 66.0 | 34320 | 0.2880 | 0.7570 | 0.7673 | 0.7621 | 0.9387 |
|
| 125 |
+
| 0.0482 | 67.0 | 34840 | 0.2897 | 0.7592 | 0.8107 | 0.7841 | 0.9426 |
|
| 126 |
+
| 0.0486 | 68.0 | 35360 | 0.2798 | 0.7523 | 0.7958 | 0.7734 | 0.9414 |
|
| 127 |
+
| 0.0499 | 69.0 | 35880 | 0.2846 | 0.7657 | 0.7670 | 0.7664 | 0.9385 |
|
| 128 |
+
| 0.0493 | 70.0 | 36400 | 0.3083 | 0.7416 | 0.8028 | 0.7710 | 0.9391 |
|
| 129 |
+
| 0.0488 | 71.0 | 36920 | 0.2982 | 0.7518 | 0.8115 | 0.7805 | 0.9413 |
|
| 130 |
+
| 0.0501 | 72.0 | 37440 | 0.3002 | 0.7402 | 0.7891 | 0.7639 | 0.9382 |
|
| 131 |
+
| 0.0454 | 73.0 | 37960 | 0.3033 | 0.7591 | 0.7816 | 0.7702 | 0.9399 |
|
| 132 |
+
| 0.0479 | 74.0 | 38480 | 0.2778 | 0.7640 | 0.7888 | 0.7762 | 0.9408 |
|
| 133 |
+
| 0.0442 | 75.0 | 39000 | 0.2826 | 0.7528 | 0.7936 | 0.7727 | 0.9413 |
|
| 134 |
+
| 0.0471 | 76.0 | 39520 | 0.2868 | 0.7577 | 0.7850 | 0.7711 | 0.9409 |
|
| 135 |
+
| 0.0459 | 77.0 | 40040 | 0.2846 | 0.7628 | 0.7843 | 0.7734 | 0.9410 |
|
| 136 |
+
| 0.0469 | 78.0 | 40560 | 0.2709 | 0.7674 | 0.7967 | 0.7818 | 0.9441 |
|
| 137 |
+
| 0.0432 | 79.0 | 41080 | 0.2847 | 0.7540 | 0.7884 | 0.7708 | 0.9401 |
|
| 138 |
+
| 0.0457 | 80.0 | 41600 | 0.2854 | 0.7597 | 0.8008 | 0.7797 | 0.9415 |
|
| 139 |
+
| 0.0455 | 81.0 | 42120 | 0.3083 | 0.7444 | 0.7895 | 0.7663 | 0.9375 |
|
| 140 |
+
| 0.0455 | 82.0 | 42640 | 0.2916 | 0.7573 | 0.7852 | 0.7710 | 0.9413 |
|
| 141 |
+
| 0.0436 | 83.0 | 43160 | 0.3008 | 0.7664 | 0.8033 | 0.7844 | 0.9417 |
|
| 142 |
+
| 0.0428 | 84.0 | 43680 | 0.2862 | 0.7750 | 0.7891 | 0.7820 | 0.9413 |
|
| 143 |
+
| 0.0429 | 85.0 | 44200 | 0.2701 | 0.7599 | 0.7870 | 0.7732 | 0.9413 |
|
| 144 |
+
| 0.0443 | 86.0 | 44720 | 0.3193 | 0.7505 | 0.8138 | 0.7809 | 0.9412 |
|
| 145 |
+
| 0.0409 | 87.0 | 45240 | 0.2925 | 0.7767 | 0.8019 | 0.7891 | 0.9436 |
|
| 146 |
+
| 0.0452 | 88.0 | 45760 | 0.2972 | 0.7671 | 0.8032 | 0.7847 | 0.9431 |
|
| 147 |
+
| 0.0425 | 89.0 | 46280 | 0.2919 | 0.7639 | 0.7999 | 0.7815 | 0.9416 |
|
| 148 |
+
| 0.0413 | 90.0 | 46800 | 0.3037 | 0.7703 | 0.8015 | 0.7856 | 0.9426 |
|
| 149 |
+
| 0.0421 | 91.0 | 47320 | 0.2667 | 0.7699 | 0.7918 | 0.7807 | 0.9424 |
|
| 150 |
+
| 0.0424 | 92.0 | 47840 | 0.2994 | 0.7609 | 0.7700 | 0.7654 | 0.9378 |
|
| 151 |
+
| 0.0413 | 93.0 | 48360 | 0.3057 | 0.7596 | 0.8102 | 0.7841 | 0.9413 |
|
| 152 |
+
| 0.041 | 94.0 | 48880 | 0.3024 | 0.7605 | 0.8057 | 0.7824 | 0.9430 |
|
| 153 |
+
| 0.0399 | 95.0 | 49400 | 0.2936 | 0.7558 | 0.8032 | 0.7788 | 0.9429 |
|
| 154 |
+
| 0.0434 | 96.0 | 49920 | 0.3116 | 0.7555 | 0.7987 | 0.7765 | 0.9419 |
|
| 155 |
+
| 0.0436 | 97.0 | 50440 | 0.2943 | 0.7601 | 0.8046 | 0.7817 | 0.9431 |
|
| 156 |
+
| 0.0398 | 98.0 | 50960 | 0.2981 | 0.7654 | 0.8026 | 0.7836 | 0.9428 |
|
| 157 |
+
| 0.0394 | 99.0 | 51480 | 0.2769 | 0.7582 | 0.8039 | 0.7804 | 0.9438 |
|
| 158 |
+
| 0.0403 | 100.0 | 52000 | 0.3074 | 0.7658 | 0.7895 | 0.7774 | 0.9405 |
|
| 159 |
+
| 0.04 | 101.0 | 52520 | 0.3068 | 0.7612 | 0.7762 | 0.7686 | 0.9405 |
|
| 160 |
+
| 0.0409 | 102.0 | 53040 | 0.3041 | 0.7699 | 0.7904 | 0.7800 | 0.9425 |
|
| 161 |
+
| 0.04 | 103.0 | 53560 | 0.3214 | 0.7679 | 0.7979 | 0.7827 | 0.9419 |
|
| 162 |
+
| 0.0379 | 104.0 | 54080 | 0.2916 | 0.7646 | 0.8019 | 0.7828 | 0.9429 |
|
| 163 |
+
| 0.0374 | 105.0 | 54600 | 0.3028 | 0.7642 | 0.7886 | 0.7762 | 0.9415 |
|
| 164 |
+
| 0.041 | 106.0 | 55120 | 0.3001 | 0.7489 | 0.8012 | 0.7741 | 0.9408 |
|
| 165 |
+
| 0.037 | 107.0 | 55640 | 0.2978 | 0.7366 | 0.7832 | 0.7592 | 0.9385 |
|
| 166 |
+
| 0.039 | 108.0 | 56160 | 0.3225 | 0.7501 | 0.7936 | 0.7713 | 0.9398 |
|
| 167 |
+
| 0.0388 | 109.0 | 56680 | 0.3043 | 0.7517 | 0.7855 | 0.7682 | 0.9400 |
|
| 168 |
+
| 0.0376 | 110.0 | 57200 | 0.3284 | 0.7630 | 0.8014 | 0.7817 | 0.9417 |
|
| 169 |
+
| 0.0374 | 111.0 | 57720 | 0.2944 | 0.7613 | 0.7855 | 0.7732 | 0.9408 |
|
| 170 |
+
| 0.0404 | 112.0 | 58240 | 0.3156 | 0.7648 | 0.7787 | 0.7717 | 0.9404 |
|
| 171 |
+
| 0.0377 | 113.0 | 58760 | 0.3264 | 0.7590 | 0.7839 | 0.7713 | 0.9388 |
|
| 172 |
+
| 0.0376 | 114.0 | 59280 | 0.3020 | 0.7434 | 0.7940 | 0.7679 | 0.9391 |
|
| 173 |
+
| 0.0368 | 115.0 | 59800 | 0.3328 | 0.7542 | 0.7747 | 0.7643 | 0.9379 |
|
| 174 |
+
| 0.0355 | 116.0 | 60320 | 0.2885 | 0.7610 | 0.7999 | 0.7800 | 0.9419 |
|
| 175 |
+
| 0.038 | 117.0 | 60840 | 0.3088 | 0.7773 | 0.7668 | 0.7720 | 0.9390 |
|
| 176 |
+
| 0.0367 | 118.0 | 61360 | 0.3168 | 0.7488 | 0.8015 | 0.7743 | 0.9399 |
|
| 177 |
+
| 0.0399 | 119.0 | 61880 | 0.3039 | 0.7705 | 0.7889 | 0.7796 | 0.9414 |
|
| 178 |
+
| 0.0363 | 120.0 | 62400 | 0.2974 | 0.7725 | 0.7859 | 0.7791 | 0.9424 |
|
| 179 |
+
| 0.0364 | 121.0 | 62920 | 0.3161 | 0.7670 | 0.7974 | 0.7819 | 0.9418 |
|
| 180 |
+
| 0.0354 | 122.0 | 63440 | 0.3180 | 0.7624 | 0.7976 | 0.7796 | 0.9413 |
|
| 181 |
+
| 0.0361 | 123.0 | 63960 | 0.2962 | 0.7811 | 0.8005 | 0.7906 | 0.9438 |
|
| 182 |
+
| 0.0364 | 124.0 | 64480 | 0.2971 | 0.7584 | 0.8057 | 0.7813 | 0.9418 |
|
| 183 |
+
| 0.0357 | 125.0 | 65000 | 0.3017 | 0.7587 | 0.7933 | 0.7756 | 0.9409 |
|
| 184 |
+
| 0.0358 | 126.0 | 65520 | 0.3169 | 0.7625 | 0.8053 | 0.7833 | 0.9429 |
|
| 185 |
+
| 0.0334 | 127.0 | 66040 | 0.3084 | 0.7662 | 0.7884 | 0.7771 | 0.9422 |
|
| 186 |
+
| 0.0351 | 128.0 | 66560 | 0.3188 | 0.7605 | 0.7913 | 0.7756 | 0.9408 |
|
| 187 |
+
| 0.0348 | 129.0 | 67080 | 0.3306 | 0.7669 | 0.7920 | 0.7792 | 0.9405 |
|
| 188 |
+
| 0.0341 | 130.0 | 67600 | 0.3175 | 0.7744 | 0.7900 | 0.7821 | 0.9418 |
|
| 189 |
+
| 0.0356 | 131.0 | 68120 | 0.3093 | 0.7585 | 0.7911 | 0.7744 | 0.9406 |
|
| 190 |
+
| 0.0352 | 132.0 | 68640 | 0.2964 | 0.7503 | 0.7862 | 0.7679 | 0.9404 |
|
| 191 |
+
| 0.0365 | 133.0 | 69160 | 0.3076 | 0.7650 | 0.8068 | 0.7853 | 0.9431 |
|
| 192 |
+
| 0.035 | 134.0 | 69680 | 0.3078 | 0.7524 | 0.7902 | 0.7708 | 0.9411 |
|
| 193 |
+
| 0.0369 | 135.0 | 70200 | 0.3094 | 0.7588 | 0.8039 | 0.7807 | 0.9432 |
|
| 194 |
+
| 0.034 | 136.0 | 70720 | 0.3108 | 0.7525 | 0.7945 | 0.7730 | 0.9412 |
|
| 195 |
+
| 0.0324 | 137.0 | 71240 | 0.3269 | 0.7701 | 0.8143 | 0.7916 | 0.9439 |
|
| 196 |
+
| 0.0313 | 138.0 | 71760 | 0.3086 | 0.7592 | 0.8030 | 0.7805 | 0.9417 |
|
| 197 |
+
| 0.0344 | 139.0 | 72280 | 0.3255 | 0.7570 | 0.7976 | 0.7767 | 0.9412 |
|
| 198 |
+
| 0.0345 | 140.0 | 72800 | 0.3340 | 0.7523 | 0.8003 | 0.7756 | 0.9408 |
|
| 199 |
+
| 0.0351 | 141.0 | 73320 | 0.3213 | 0.7530 | 0.8116 | 0.7812 | 0.9412 |
|
| 200 |
+
| 0.0331 | 142.0 | 73840 | 0.3070 | 0.7736 | 0.7933 | 0.7833 | 0.9435 |
|
| 201 |
+
| 0.0321 | 143.0 | 74360 | 0.3231 | 0.7555 | 0.8118 | 0.7826 | 0.9423 |
|
| 202 |
+
| 0.0349 | 144.0 | 74880 | 0.3067 | 0.7746 | 0.7985 | 0.7864 | 0.9445 |
|
| 203 |
+
| 0.0329 | 145.0 | 75400 | 0.3012 | 0.7680 | 0.7927 | 0.7802 | 0.9425 |
|
| 204 |
+
| 0.0335 | 146.0 | 75920 | 0.3281 | 0.7711 | 0.7882 | 0.7796 | 0.9424 |
|
| 205 |
+
| 0.0317 | 147.0 | 76440 | 0.3194 | 0.7497 | 0.8194 | 0.7830 | 0.9433 |
|
| 206 |
+
| 0.0337 | 148.0 | 76960 | 0.3290 | 0.7562 | 0.7954 | 0.7753 | 0.9398 |
|
| 207 |
+
| 0.0322 | 149.0 | 77480 | 0.3135 | 0.7516 | 0.8006 | 0.7754 | 0.9410 |
|
| 208 |
+
| 0.0299 | 150.0 | 78000 | 0.3293 | 0.7542 | 0.7992 | 0.7761 | 0.9414 |
|
| 209 |
+
| 0.0316 | 151.0 | 78520 | 0.3109 | 0.7612 | 0.7888 | 0.7747 | 0.9418 |
|
| 210 |
+
| 0.0324 | 152.0 | 79040 | 0.3335 | 0.7694 | 0.8152 | 0.7916 | 0.9441 |
|
| 211 |
+
| 0.0314 | 153.0 | 79560 | 0.3281 | 0.7660 | 0.7981 | 0.7817 | 0.9412 |
|
| 212 |
+
| 0.0315 | 154.0 | 80080 | 0.3128 | 0.7702 | 0.7974 | 0.7836 | 0.9428 |
|
| 213 |
+
| 0.0321 | 155.0 | 80600 | 0.3067 | 0.7589 | 0.8039 | 0.7808 | 0.9419 |
|
| 214 |
+
| 0.0297 | 156.0 | 81120 | 0.3283 | 0.7736 | 0.7981 | 0.7857 | 0.9424 |
|
| 215 |
+
| 0.0304 | 157.0 | 81640 | 0.3185 | 0.7721 | 0.8097 | 0.7904 | 0.9438 |
|
| 216 |
+
| 0.0319 | 158.0 | 82160 | 0.3349 | 0.7688 | 0.8028 | 0.7854 | 0.9433 |
|
| 217 |
+
| 0.0317 | 159.0 | 82680 | 0.3039 | 0.7485 | 0.7981 | 0.7725 | 0.9401 |
|
| 218 |
+
| 0.0312 | 160.0 | 83200 | 0.3339 | 0.7682 | 0.7956 | 0.7817 | 0.9424 |
|
| 219 |
+
| 0.0294 | 161.0 | 83720 | 0.3281 | 0.7556 | 0.8070 | 0.7805 | 0.9418 |
|
| 220 |
+
| 0.0303 | 162.0 | 84240 | 0.3139 | 0.7734 | 0.7940 | 0.7835 | 0.9418 |
|
| 221 |
+
| 0.0308 | 163.0 | 84760 | 0.3343 | 0.7666 | 0.8061 | 0.7858 | 0.9413 |
|
| 222 |
+
| 0.0309 | 164.0 | 85280 | 0.3271 | 0.7768 | 0.8017 | 0.7891 | 0.9424 |
|
| 223 |
+
| 0.0322 | 165.0 | 85800 | 0.3082 | 0.7707 | 0.7922 | 0.7813 | 0.9412 |
|
| 224 |
+
| 0.0313 | 166.0 | 86320 | 0.3238 | 0.7679 | 0.8001 | 0.7837 | 0.9425 |
|
| 225 |
+
| 0.0272 | 167.0 | 86840 | 0.3361 | 0.7697 | 0.7846 | 0.7771 | 0.9417 |
|
| 226 |
+
| 0.0307 | 168.0 | 87360 | 0.3400 | 0.7692 | 0.7981 | 0.7834 | 0.9419 |
|
| 227 |
+
| 0.0304 | 169.0 | 87880 | 0.3172 | 0.7813 | 0.7943 | 0.7877 | 0.9436 |
|
| 228 |
+
| 0.0292 | 170.0 | 88400 | 0.3199 | 0.7666 | 0.8120 | 0.7886 | 0.9434 |
|
| 229 |
+
| 0.0301 | 171.0 | 88920 | 0.3307 | 0.7761 | 0.7864 | 0.7812 | 0.9404 |
|
| 230 |
+
| 0.0318 | 172.0 | 89440 | 0.3258 | 0.7600 | 0.8062 | 0.7824 | 0.9411 |
|
| 231 |
+
| 0.0303 | 173.0 | 89960 | 0.3358 | 0.7678 | 0.7997 | 0.7835 | 0.9412 |
|
| 232 |
+
| 0.0287 | 174.0 | 90480 | 0.3400 | 0.7641 | 0.7821 | 0.7730 | 0.9395 |
|
| 233 |
+
| 0.0298 | 175.0 | 91000 | 0.3481 | 0.7635 | 0.7972 | 0.7800 | 0.9411 |
|
| 234 |
+
| 0.0299 | 176.0 | 91520 | 0.3575 | 0.7673 | 0.7898 | 0.7784 | 0.9404 |
|
| 235 |
+
| 0.0287 | 177.0 | 92040 | 0.3164 | 0.7658 | 0.8024 | 0.7837 | 0.9422 |
|
| 236 |
+
| 0.0295 | 178.0 | 92560 | 0.3089 | 0.7704 | 0.8089 | 0.7892 | 0.9423 |
|
| 237 |
+
| 0.0309 | 179.0 | 93080 | 0.3297 | 0.7726 | 0.8048 | 0.7884 | 0.9421 |
|
| 238 |
+
| 0.0283 | 180.0 | 93600 | 0.3134 | 0.7615 | 0.7981 | 0.7794 | 0.9425 |
|
| 239 |
+
| 0.0299 | 181.0 | 94120 | 0.3228 | 0.7719 | 0.8012 | 0.7863 | 0.9431 |
|
| 240 |
+
| 0.0293 | 182.0 | 94640 | 0.3002 | 0.7681 | 0.7981 | 0.7828 | 0.9427 |
|
| 241 |
+
| 0.029 | 183.0 | 95160 | 0.3341 | 0.7697 | 0.8127 | 0.7906 | 0.9434 |
|
| 242 |
+
| 0.0277 | 184.0 | 95680 | 0.3371 | 0.7604 | 0.8129 | 0.7858 | 0.9420 |
|
| 243 |
+
| 0.0273 | 185.0 | 96200 | 0.3350 | 0.7659 | 0.8059 | 0.7854 | 0.9424 |
|
| 244 |
+
| 0.027 | 186.0 | 96720 | 0.3494 | 0.7684 | 0.8032 | 0.7854 | 0.9409 |
|
| 245 |
+
| 0.0277 | 187.0 | 97240 | 0.3522 | 0.7730 | 0.7826 | 0.7778 | 0.9395 |
|
| 246 |
+
| 0.0289 | 188.0 | 97760 | 0.3412 | 0.7517 | 0.8052 | 0.7775 | 0.9410 |
|
| 247 |
+
| 0.0271 | 189.0 | 98280 | 0.3240 | 0.7695 | 0.8032 | 0.7860 | 0.9421 |
|
| 248 |
+
| 0.0286 | 190.0 | 98800 | 0.3355 | 0.7706 | 0.8052 | 0.7875 | 0.9421 |
|
| 249 |
+
| 0.0278 | 191.0 | 99320 | 0.3188 | 0.7534 | 0.7996 | 0.7758 | 0.9399 |
|
| 250 |
+
| 0.0276 | 192.0 | 99840 | 0.3330 | 0.7620 | 0.7888 | 0.7752 | 0.9408 |
|
| 251 |
+
| 0.0277 | 193.0 | 100360 | 0.3524 | 0.7654 | 0.7983 | 0.7815 | 0.9414 |
|
| 252 |
+
| 0.0283 | 194.0 | 100880 | 0.3421 | 0.7617 | 0.7898 | 0.7755 | 0.9400 |
|
| 253 |
+
| 0.0275 | 195.0 | 101400 | 0.3438 | 0.7765 | 0.8102 | 0.7930 | 0.9445 |
|
| 254 |
+
| 0.0267 | 196.0 | 101920 | 0.3329 | 0.7774 | 0.8073 | 0.7920 | 0.9432 |
|
| 255 |
+
| 0.0264 | 197.0 | 102440 | 0.3346 | 0.7600 | 0.7907 | 0.7750 | 0.9408 |
|
| 256 |
+
| 0.0268 | 198.0 | 102960 | 0.3290 | 0.7688 | 0.8151 | 0.7913 | 0.9429 |
|
| 257 |
+
| 0.0258 | 199.0 | 103480 | 0.3317 | 0.7741 | 0.7978 | 0.7857 | 0.9424 |
|
| 258 |
+
| 0.029 | 200.0 | 104000 | 0.3227 | 0.7778 | 0.7972 | 0.7874 | 0.9426 |
|
| 259 |
+
| 0.0285 | 201.0 | 104520 | 0.3229 | 0.7694 | 0.8035 | 0.7861 | 0.9414 |
|
| 260 |
+
| 0.0258 | 202.0 | 105040 | 0.3529 | 0.7812 | 0.7846 | 0.7829 | 0.9423 |
|
| 261 |
+
| 0.0277 | 203.0 | 105560 | 0.3303 | 0.7786 | 0.8149 | 0.7963 | 0.9432 |
|
| 262 |
+
| 0.0264 | 204.0 | 106080 | 0.3153 | 0.7801 | 0.8073 | 0.7935 | 0.9439 |
|
| 263 |
+
| 0.026 | 205.0 | 106600 | 0.3408 | 0.7688 | 0.8120 | 0.7898 | 0.9432 |
|
| 264 |
+
| 0.0263 | 206.0 | 107120 | 0.3303 | 0.7738 | 0.8080 | 0.7905 | 0.9428 |
|
| 265 |
+
| 0.0254 | 207.0 | 107640 | 0.3386 | 0.7718 | 0.8064 | 0.7887 | 0.9435 |
|
| 266 |
+
| 0.0258 | 208.0 | 108160 | 0.3380 | 0.7769 | 0.8129 | 0.7945 | 0.9439 |
|
| 267 |
+
| 0.0239 | 209.0 | 108680 | 0.3288 | 0.7605 | 0.8093 | 0.7842 | 0.9421 |
|
| 268 |
+
| 0.0245 | 210.0 | 109200 | 0.3365 | 0.7645 | 0.7844 | 0.7743 | 0.9403 |
|
| 269 |
+
| 0.0255 | 211.0 | 109720 | 0.3518 | 0.7751 | 0.8149 | 0.7945 | 0.9446 |
|
| 270 |
+
| 0.0275 | 212.0 | 110240 | 0.3446 | 0.7591 | 0.7958 | 0.7770 | 0.9413 |
|
| 271 |
+
| 0.0252 | 213.0 | 110760 | 0.3280 | 0.7639 | 0.7934 | 0.7784 | 0.9419 |
|
| 272 |
+
| 0.0247 | 214.0 | 111280 | 0.3242 | 0.7705 | 0.7934 | 0.7818 | 0.9419 |
|
| 273 |
+
| 0.0264 | 215.0 | 111800 | 0.3310 | 0.7754 | 0.8052 | 0.7900 | 0.9427 |
|
| 274 |
+
| 0.0246 | 216.0 | 112320 | 0.3510 | 0.7690 | 0.8028 | 0.7856 | 0.9413 |
|
| 275 |
+
| 0.0257 | 217.0 | 112840 | 0.3339 | 0.7534 | 0.8242 | 0.7872 | 0.9419 |
|
| 276 |
+
| 0.0251 | 218.0 | 113360 | 0.3652 | 0.7578 | 0.8169 | 0.7862 | 0.9419 |
|
| 277 |
+
| 0.0258 | 219.0 | 113880 | 0.3502 | 0.7618 | 0.8192 | 0.7895 | 0.9438 |
|
| 278 |
+
| 0.0243 | 220.0 | 114400 | 0.3233 | 0.7778 | 0.8017 | 0.7896 | 0.9438 |
|
| 279 |
+
| 0.0249 | 221.0 | 114920 | 0.3438 | 0.7795 | 0.7893 | 0.7844 | 0.9424 |
|
| 280 |
+
| 0.0242 | 222.0 | 115440 | 0.3569 | 0.7588 | 0.7983 | 0.7781 | 0.9420 |
|
| 281 |
+
| 0.0249 | 223.0 | 115960 | 0.3479 | 0.7675 | 0.8014 | 0.7841 | 0.9418 |
|
| 282 |
+
| 0.0236 | 224.0 | 116480 | 0.3317 | 0.7751 | 0.8017 | 0.7882 | 0.9432 |
|
| 283 |
+
| 0.0252 | 225.0 | 117000 | 0.3416 | 0.7805 | 0.8006 | 0.7905 | 0.9438 |
|
| 284 |
+
| 0.0239 | 226.0 | 117520 | 0.3502 | 0.7656 | 0.7682 | 0.7669 | 0.9398 |
|
| 285 |
+
| 0.0269 | 227.0 | 118040 | 0.3436 | 0.7704 | 0.8053 | 0.7875 | 0.9434 |
|
| 286 |
+
| 0.0232 | 228.0 | 118560 | 0.3532 | 0.7533 | 0.7904 | 0.7714 | 0.9403 |
|
| 287 |
+
| 0.0243 | 229.0 | 119080 | 0.3272 | 0.7689 | 0.7963 | 0.7824 | 0.9430 |
|
| 288 |
+
| 0.0234 | 230.0 | 119600 | 0.3450 | 0.7597 | 0.8075 | 0.7829 | 0.9415 |
|
| 289 |
+
| 0.0233 | 231.0 | 120120 | 0.3180 | 0.7694 | 0.8098 | 0.7891 | 0.9436 |
|
| 290 |
+
| 0.0239 | 232.0 | 120640 | 0.3581 | 0.7694 | 0.8008 | 0.7848 | 0.9424 |
|
| 291 |
+
| 0.0246 | 233.0 | 121160 | 0.3587 | 0.7568 | 0.8048 | 0.7801 | 0.9417 |
|
| 292 |
+
| 0.023 | 234.0 | 121680 | 0.3415 | 0.7678 | 0.8014 | 0.7842 | 0.9425 |
|
| 293 |
+
| 0.0233 | 235.0 | 122200 | 0.3692 | 0.7770 | 0.7925 | 0.7847 | 0.9418 |
|
| 294 |
+
| 0.0237 | 236.0 | 122720 | 0.3156 | 0.7771 | 0.8006 | 0.7887 | 0.9438 |
|
| 295 |
+
| 0.0244 | 237.0 | 123240 | 0.3704 | 0.7612 | 0.8084 | 0.7841 | 0.9421 |
|
| 296 |
+
| 0.0243 | 238.0 | 123760 | 0.3318 | 0.7601 | 0.7970 | 0.7781 | 0.9415 |
|
| 297 |
+
| 0.0236 | 239.0 | 124280 | 0.3551 | 0.7573 | 0.8077 | 0.7817 | 0.9416 |
|
| 298 |
+
| 0.0233 | 240.0 | 124800 | 0.3385 | 0.7590 | 0.8071 | 0.7823 | 0.9417 |
|
| 299 |
+
| 0.0234 | 241.0 | 125320 | 0.3441 | 0.7620 | 0.8064 | 0.7836 | 0.9414 |
|
| 300 |
+
| 0.0242 | 242.0 | 125840 | 0.3593 | 0.7730 | 0.8026 | 0.7875 | 0.9428 |
|
| 301 |
+
| 0.0205 | 243.0 | 126360 | 0.3330 | 0.7574 | 0.8100 | 0.7828 | 0.9437 |
|
| 302 |
+
| 0.0238 | 244.0 | 126880 | 0.3340 | 0.7628 | 0.8098 | 0.7856 | 0.9419 |
|
| 303 |
+
| 0.0249 | 245.0 | 127400 | 0.3429 | 0.7702 | 0.8136 | 0.7913 | 0.9444 |
|
| 304 |
+
| 0.0222 | 246.0 | 127920 | 0.3390 | 0.7733 | 0.7900 | 0.7816 | 0.9425 |
|
| 305 |
+
| 0.0224 | 247.0 | 128440 | 0.3457 | 0.7760 | 0.7956 | 0.7857 | 0.9433 |
|
| 306 |
+
| 0.0205 | 248.0 | 128960 | 0.3298 | 0.7670 | 0.8021 | 0.7842 | 0.9434 |
|
| 307 |
+
| 0.0242 | 249.0 | 129480 | 0.3450 | 0.7650 | 0.8010 | 0.7826 | 0.9428 |
|
| 308 |
+
| 0.0221 | 250.0 | 130000 | 0.3366 | 0.7731 | 0.7812 | 0.7771 | 0.9416 |
|
| 309 |
+
| 0.0218 | 251.0 | 130520 | 0.3661 | 0.7603 | 0.7938 | 0.7767 | 0.9412 |
|
| 310 |
+
| 0.0218 | 252.0 | 131040 | 0.3541 | 0.7675 | 0.8014 | 0.7841 | 0.9436 |
|
| 311 |
+
| 0.0223 | 253.0 | 131560 | 0.3707 | 0.7703 | 0.7922 | 0.7811 | 0.9429 |
|
| 312 |
+
| 0.0222 | 254.0 | 132080 | 0.3345 | 0.7763 | 0.7967 | 0.7863 | 0.9432 |
|
| 313 |
+
| 0.0225 | 255.0 | 132600 | 0.3624 | 0.7666 | 0.8019 | 0.7838 | 0.9418 |
|
| 314 |
+
| 0.0208 | 256.0 | 133120 | 0.3190 | 0.7799 | 0.7997 | 0.7897 | 0.9432 |
|
| 315 |
+
| 0.0226 | 257.0 | 133640 | 0.3467 | 0.7766 | 0.7958 | 0.7861 | 0.9422 |
|
| 316 |
+
| 0.0231 | 258.0 | 134160 | 0.3506 | 0.7572 | 0.8149 | 0.7850 | 0.9427 |
|
| 317 |
+
| 0.0217 | 259.0 | 134680 | 0.3480 | 0.7763 | 0.7956 | 0.7858 | 0.9425 |
|
| 318 |
+
| 0.0211 | 260.0 | 135200 | 0.3694 | 0.7776 | 0.8142 | 0.7955 | 0.9448 |
|
| 319 |
+
| 0.0206 | 261.0 | 135720 | 0.3601 | 0.7686 | 0.8050 | 0.7863 | 0.9432 |
|
| 320 |
+
| 0.0228 | 262.0 | 136240 | 0.3617 | 0.7702 | 0.8098 | 0.7895 | 0.9434 |
|
| 321 |
+
| 0.0222 | 263.0 | 136760 | 0.3597 | 0.7530 | 0.8019 | 0.7767 | 0.9413 |
|
| 322 |
+
| 0.0218 | 264.0 | 137280 | 0.3474 | 0.7652 | 0.8088 | 0.7864 | 0.9419 |
|
| 323 |
+
| 0.0207 | 265.0 | 137800 | 0.3152 | 0.7805 | 0.7938 | 0.7871 | 0.9435 |
|
| 324 |
+
| 0.0206 | 266.0 | 138320 | 0.3423 | 0.7640 | 0.7974 | 0.7803 | 0.9418 |
|
| 325 |
+
| 0.0205 | 267.0 | 138840 | 0.3399 | 0.7856 | 0.7900 | 0.7878 | 0.9436 |
|
| 326 |
+
| 0.0223 | 268.0 | 139360 | 0.3185 | 0.7772 | 0.8071 | 0.7919 | 0.9443 |
|
| 327 |
+
| 0.0214 | 269.0 | 139880 | 0.3416 | 0.7610 | 0.8012 | 0.7806 | 0.9417 |
|
| 328 |
+
| 0.0221 | 270.0 | 140400 | 0.3197 | 0.7578 | 0.8075 | 0.7819 | 0.9433 |
|
| 329 |
+
| 0.0219 | 271.0 | 140920 | 0.3573 | 0.7787 | 0.8008 | 0.7896 | 0.9446 |
|
| 330 |
+
| 0.0209 | 272.0 | 141440 | 0.3414 | 0.7655 | 0.8084 | 0.7864 | 0.9435 |
|
| 331 |
+
| 0.0209 | 273.0 | 141960 | 0.3338 | 0.7697 | 0.8217 | 0.7949 | 0.9445 |
|
| 332 |
+
| 0.0209 | 274.0 | 142480 | 0.3600 | 0.7675 | 0.8033 | 0.7850 | 0.9433 |
|
| 333 |
+
| 0.0206 | 275.0 | 143000 | 0.3533 | 0.7658 | 0.8077 | 0.7862 | 0.9430 |
|
| 334 |
+
| 0.0203 | 276.0 | 143520 | 0.3281 | 0.7777 | 0.7965 | 0.7870 | 0.9428 |
|
| 335 |
+
| 0.0195 | 277.0 | 144040 | 0.3674 | 0.7769 | 0.8053 | 0.7909 | 0.9436 |
|
| 336 |
+
| 0.0192 | 278.0 | 144560 | 0.3592 | 0.7660 | 0.8077 | 0.7863 | 0.9432 |
|
| 337 |
+
| 0.0214 | 279.0 | 145080 | 0.3611 | 0.7681 | 0.8035 | 0.7854 | 0.9428 |
|
| 338 |
+
| 0.0192 | 280.0 | 145600 | 0.3487 | 0.7549 | 0.7987 | 0.7762 | 0.9398 |
|
| 339 |
+
| 0.0216 | 281.0 | 146120 | 0.3469 | 0.7619 | 0.7983 | 0.7797 | 0.9414 |
|
| 340 |
+
| 0.0188 | 282.0 | 146640 | 0.3379 | 0.7758 | 0.7983 | 0.7869 | 0.9427 |
|
| 341 |
+
| 0.0225 | 283.0 | 147160 | 0.3772 | 0.7565 | 0.7972 | 0.7763 | 0.9401 |
|
| 342 |
+
| 0.0221 | 284.0 | 147680 | 0.3299 | 0.7578 | 0.8028 | 0.7796 | 0.9421 |
|
| 343 |
+
| 0.0194 | 285.0 | 148200 | 0.3674 | 0.7753 | 0.8035 | 0.7892 | 0.9439 |
|
| 344 |
+
| 0.0183 | 286.0 | 148720 | 0.3472 | 0.7672 | 0.8046 | 0.7854 | 0.9430 |
|
| 345 |
+
| 0.0187 | 287.0 | 149240 | 0.3661 | 0.7702 | 0.8050 | 0.7872 | 0.9421 |
|
| 346 |
+
| 0.0196 | 288.0 | 149760 | 0.3780 | 0.7740 | 0.7954 | 0.7845 | 0.9422 |
|
| 347 |
+
| 0.0204 | 289.0 | 150280 | 0.3429 | 0.7631 | 0.7999 | 0.7811 | 0.9421 |
|
| 348 |
+
| 0.0201 | 290.0 | 150800 | 0.3627 | 0.7669 | 0.8095 | 0.7876 | 0.9427 |
|
| 349 |
+
| 0.0201 | 291.0 | 151320 | 0.3436 | 0.7610 | 0.8023 | 0.7811 | 0.9409 |
|
| 350 |
+
| 0.0205 | 292.0 | 151840 | 0.3732 | 0.7765 | 0.8048 | 0.7904 | 0.9427 |
|
| 351 |
+
| 0.0178 | 293.0 | 152360 | 0.3604 | 0.7686 | 0.7931 | 0.7806 | 0.9407 |
|
| 352 |
+
| 0.0198 | 294.0 | 152880 | 0.3523 | 0.7632 | 0.7990 | 0.7807 | 0.9411 |
|
| 353 |
+
| 0.0187 | 295.0 | 153400 | 0.3585 | 0.7593 | 0.8008 | 0.7795 | 0.9411 |
|
| 354 |
+
| 0.0205 | 296.0 | 153920 | 0.3533 | 0.7713 | 0.7974 | 0.7841 | 0.9428 |
|
| 355 |
+
| 0.0189 | 297.0 | 154440 | 0.3615 | 0.7764 | 0.8062 | 0.7911 | 0.9418 |
|
| 356 |
+
| 0.0199 | 298.0 | 154960 | 0.3542 | 0.7739 | 0.8129 | 0.7929 | 0.9433 |
|
| 357 |
+
| 0.0183 | 299.0 | 155480 | 0.3614 | 0.7809 | 0.7816 | 0.7812 | 0.9411 |
|
| 358 |
+
| 0.0195 | 300.0 | 156000 | 0.3610 | 0.7561 | 0.8102 | 0.7822 | 0.9414 |
|
| 359 |
+
| 0.0218 | 301.0 | 156520 | 0.3469 | 0.7749 | 0.7868 | 0.7808 | 0.9413 |
|
| 360 |
+
| 0.0204 | 302.0 | 157040 | 0.3163 | 0.7780 | 0.8008 | 0.7892 | 0.9429 |
|
| 361 |
+
| 0.0195 | 303.0 | 157560 | 0.3645 | 0.7745 | 0.8042 | 0.7891 | 0.9426 |
|
| 362 |
+
| 0.0188 | 304.0 | 158080 | 0.3495 | 0.7756 | 0.7979 | 0.7866 | 0.9418 |
|
| 363 |
+
| 0.0182 | 305.0 | 158600 | 0.3805 | 0.7637 | 0.7897 | 0.7764 | 0.9397 |
|
| 364 |
+
| 0.0182 | 306.0 | 159120 | 0.3986 | 0.7681 | 0.7920 | 0.7799 | 0.9410 |
|
| 365 |
+
| 0.0197 | 307.0 | 159640 | 0.3666 | 0.7674 | 0.8064 | 0.7864 | 0.9419 |
|
| 366 |
+
| 0.0191 | 308.0 | 160160 | 0.3600 | 0.7635 | 0.8140 | 0.7879 | 0.9428 |
|
| 367 |
+
| 0.0191 | 309.0 | 160680 | 0.3861 | 0.7742 | 0.8059 | 0.7897 | 0.9421 |
|
| 368 |
+
| 0.0174 | 310.0 | 161200 | 0.3431 | 0.7648 | 0.8080 | 0.7858 | 0.9413 |
|
| 369 |
+
| 0.0186 | 311.0 | 161720 | 0.3768 | 0.7811 | 0.7922 | 0.7866 | 0.9420 |
|
| 370 |
+
| 0.0179 | 312.0 | 162240 | 0.3723 | 0.7766 | 0.8088 | 0.7923 | 0.9432 |
|
| 371 |
+
| 0.0188 | 313.0 | 162760 | 0.3432 | 0.7859 | 0.7931 | 0.7895 | 0.9433 |
|
| 372 |
+
| 0.0186 | 314.0 | 163280 | 0.3555 | 0.7740 | 0.8115 | 0.7923 | 0.9444 |
|
| 373 |
+
| 0.018 | 315.0 | 163800 | 0.3951 | 0.7770 | 0.7970 | 0.7869 | 0.9417 |
|
| 374 |
+
| 0.0174 | 316.0 | 164320 | 0.3741 | 0.7696 | 0.8066 | 0.7877 | 0.9424 |
|
| 375 |
+
| 0.0173 | 317.0 | 164840 | 0.4005 | 0.7603 | 0.8039 | 0.7815 | 0.9405 |
|
| 376 |
+
| 0.018 | 318.0 | 165360 | 0.3669 | 0.7684 | 0.8008 | 0.7843 | 0.9419 |
|
| 377 |
+
| 0.0186 | 319.0 | 165880 | 0.3856 | 0.7827 | 0.8035 | 0.7930 | 0.9439 |
|
| 378 |
+
| 0.0181 | 320.0 | 166400 | 0.3770 | 0.7570 | 0.8032 | 0.7794 | 0.9400 |
|
| 379 |
+
| 0.0185 | 321.0 | 166920 | 0.3823 | 0.7765 | 0.8003 | 0.7882 | 0.9418 |
|
| 380 |
+
| 0.0168 | 322.0 | 167440 | 0.3672 | 0.7662 | 0.7637 | 0.7650 | 0.9379 |
|
| 381 |
+
| 0.0172 | 323.0 | 167960 | 0.3873 | 0.7770 | 0.7979 | 0.7873 | 0.9420 |
|
| 382 |
+
| 0.0179 | 324.0 | 168480 | 0.3712 | 0.7700 | 0.8030 | 0.7861 | 0.9425 |
|
| 383 |
+
| 0.0181 | 325.0 | 169000 | 0.3586 | 0.7844 | 0.8024 | 0.7933 | 0.9434 |
|
| 384 |
+
| 0.0176 | 326.0 | 169520 | 0.3732 | 0.7627 | 0.7925 | 0.7774 | 0.9408 |
|
| 385 |
+
| 0.0191 | 327.0 | 170040 | 0.3517 | 0.7767 | 0.7929 | 0.7847 | 0.9423 |
|
| 386 |
+
| 0.0169 | 328.0 | 170560 | 0.3824 | 0.7670 | 0.8008 | 0.7835 | 0.9420 |
|
| 387 |
+
| 0.0194 | 329.0 | 171080 | 0.3757 | 0.7781 | 0.8005 | 0.7891 | 0.9420 |
|
| 388 |
+
| 0.0164 | 330.0 | 171600 | 0.3712 | 0.7784 | 0.8033 | 0.7907 | 0.9423 |
|
| 389 |
+
| 0.016 | 331.0 | 172120 | 0.3724 | 0.7627 | 0.8271 | 0.7936 | 0.9434 |
|
| 390 |
+
| 0.017 | 332.0 | 172640 | 0.3838 | 0.7703 | 0.8037 | 0.7866 | 0.9426 |
|
| 391 |
+
| 0.016 | 333.0 | 173160 | 0.3989 | 0.7710 | 0.8068 | 0.7885 | 0.9419 |
|
| 392 |
+
| 0.0161 | 334.0 | 173680 | 0.3771 | 0.7774 | 0.7996 | 0.7884 | 0.9424 |
|
| 393 |
+
| 0.0172 | 335.0 | 174200 | 0.3615 | 0.7624 | 0.7889 | 0.7755 | 0.9403 |
|
| 394 |
+
| 0.0173 | 336.0 | 174720 | 0.3667 | 0.7776 | 0.7992 | 0.7883 | 0.9427 |
|
| 395 |
+
| 0.0169 | 337.0 | 175240 | 0.3931 | 0.7665 | 0.8030 | 0.7843 | 0.9423 |
|
| 396 |
+
| 0.018 | 338.0 | 175760 | 0.3651 | 0.7727 | 0.8156 | 0.7936 | 0.9439 |
|
| 397 |
+
| 0.0169 | 339.0 | 176280 | 0.3850 | 0.7624 | 0.7958 | 0.7787 | 0.9409 |
|
| 398 |
+
| 0.0156 | 340.0 | 176800 | 0.3960 | 0.7734 | 0.7924 | 0.7828 | 0.9416 |
|
| 399 |
+
| 0.0164 | 341.0 | 177320 | 0.3862 | 0.7814 | 0.7963 | 0.7888 | 0.9420 |
|
| 400 |
+
| 0.016 | 342.0 | 177840 | 0.3681 | 0.7563 | 0.7913 | 0.7734 | 0.9396 |
|
| 401 |
+
| 0.0166 | 343.0 | 178360 | 0.3747 | 0.7702 | 0.8050 | 0.7872 | 0.9412 |
|
| 402 |
+
| 0.016 | 344.0 | 178880 | 0.3676 | 0.7682 | 0.7951 | 0.7814 | 0.9412 |
|
| 403 |
+
| 0.0175 | 345.0 | 179400 | 0.3692 | 0.7713 | 0.8035 | 0.7871 | 0.9415 |
|
| 404 |
+
| 0.0159 | 346.0 | 179920 | 0.3675 | 0.7731 | 0.7902 | 0.7815 | 0.9409 |
|
| 405 |
+
| 0.0165 | 347.0 | 180440 | 0.3736 | 0.7699 | 0.8052 | 0.7871 | 0.9423 |
|
| 406 |
+
| 0.0164 | 348.0 | 180960 | 0.3645 | 0.7562 | 0.8044 | 0.7796 | 0.9422 |
|
| 407 |
+
| 0.0182 | 349.0 | 181480 | 0.3506 | 0.7552 | 0.8095 | 0.7814 | 0.9410 |
|
| 408 |
+
| 0.0166 | 350.0 | 182000 | 0.3738 | 0.7790 | 0.7907 | 0.7848 | 0.9422 |
|
| 409 |
+
| 0.015 | 351.0 | 182520 | 0.3585 | 0.7745 | 0.7983 | 0.7862 | 0.9420 |
|
| 410 |
+
| 0.0177 | 352.0 | 183040 | 0.3588 | 0.7727 | 0.7916 | 0.7821 | 0.9419 |
|
| 411 |
+
| 0.0147 | 353.0 | 183560 | 0.3782 | 0.7628 | 0.8037 | 0.7827 | 0.9420 |
|
| 412 |
+
| 0.0166 | 354.0 | 184080 | 0.3638 | 0.7785 | 0.8077 | 0.7928 | 0.9429 |
|
| 413 |
+
| 0.0156 | 355.0 | 184600 | 0.3613 | 0.7705 | 0.7974 | 0.7837 | 0.9410 |
|
| 414 |
+
| 0.0152 | 356.0 | 185120 | 0.3668 | 0.7792 | 0.7961 | 0.7876 | 0.9420 |
|
| 415 |
+
| 0.0166 | 357.0 | 185640 | 0.3649 | 0.7737 | 0.7931 | 0.7833 | 0.9423 |
|
| 416 |
+
| 0.0167 | 358.0 | 186160 | 0.3802 | 0.7721 | 0.8077 | 0.7895 | 0.9431 |
|
| 417 |
+
| 0.0151 | 359.0 | 186680 | 0.4134 | 0.7576 | 0.7915 | 0.7742 | 0.9396 |
|
| 418 |
+
| 0.015 | 360.0 | 187200 | 0.4018 | 0.7530 | 0.8026 | 0.7770 | 0.9405 |
|
| 419 |
+
| 0.016 | 361.0 | 187720 | 0.3893 | 0.7742 | 0.7934 | 0.7837 | 0.9420 |
|
| 420 |
+
| 0.0166 | 362.0 | 188240 | 0.3707 | 0.7850 | 0.7807 | 0.7828 | 0.9412 |
|
| 421 |
+
| 0.014 | 363.0 | 188760 | 0.3873 | 0.7665 | 0.8035 | 0.7846 | 0.9403 |
|
| 422 |
+
| 0.0148 | 364.0 | 189280 | 0.3975 | 0.7685 | 0.8080 | 0.7877 | 0.9430 |
|
| 423 |
+
| 0.0147 | 365.0 | 189800 | 0.3879 | 0.7693 | 0.8079 | 0.7881 | 0.9425 |
|
| 424 |
+
| 0.0157 | 366.0 | 190320 | 0.3774 | 0.7700 | 0.7927 | 0.7812 | 0.9416 |
|
| 425 |
+
| 0.0139 | 367.0 | 190840 | 0.3809 | 0.7763 | 0.7893 | 0.7827 | 0.9411 |
|
| 426 |
+
| 0.0152 | 368.0 | 191360 | 0.3950 | 0.7750 | 0.7938 | 0.7843 | 0.9415 |
|
| 427 |
+
| 0.0157 | 369.0 | 191880 | 0.4020 | 0.7634 | 0.7866 | 0.7748 | 0.9402 |
|
| 428 |
+
| 0.0163 | 370.0 | 192400 | 0.4147 | 0.7524 | 0.8068 | 0.7787 | 0.9397 |
|
| 429 |
+
| 0.0163 | 371.0 | 192920 | 0.3706 | 0.7670 | 0.8070 | 0.7865 | 0.9426 |
|
| 430 |
+
| 0.014 | 372.0 | 193440 | 0.3754 | 0.7711 | 0.7990 | 0.7848 | 0.9418 |
|
| 431 |
+
| 0.0151 | 373.0 | 193960 | 0.3748 | 0.7661 | 0.7999 | 0.7827 | 0.9419 |
|
| 432 |
+
| 0.0142 | 374.0 | 194480 | 0.3808 | 0.7662 | 0.8050 | 0.7851 | 0.9416 |
|
| 433 |
+
| 0.0155 | 375.0 | 195000 | 0.3909 | 0.7734 | 0.8079 | 0.7903 | 0.9418 |
|
| 434 |
+
| 0.0156 | 376.0 | 195520 | 0.3728 | 0.7750 | 0.7907 | 0.7828 | 0.9413 |
|
| 435 |
+
| 0.0142 | 377.0 | 196040 | 0.3791 | 0.7796 | 0.8062 | 0.7927 | 0.9431 |
|
| 436 |
+
| 0.0145 | 378.0 | 196560 | 0.4047 | 0.7700 | 0.8098 | 0.7894 | 0.9411 |
|
| 437 |
+
| 0.0142 | 379.0 | 197080 | 0.3970 | 0.7719 | 0.7916 | 0.7817 | 0.9420 |
|
| 438 |
+
| 0.0149 | 380.0 | 197600 | 0.3672 | 0.7793 | 0.7985 | 0.7888 | 0.9434 |
|
| 439 |
+
| 0.0155 | 381.0 | 198120 | 0.3882 | 0.7564 | 0.8032 | 0.7791 | 0.9406 |
|
| 440 |
+
| 0.0146 | 382.0 | 198640 | 0.3824 | 0.7727 | 0.7920 | 0.7822 | 0.9411 |
|
| 441 |
+
| 0.0136 | 383.0 | 199160 | 0.3932 | 0.7637 | 0.8026 | 0.7827 | 0.9423 |
|
| 442 |
+
| 0.0151 | 384.0 | 199680 | 0.3915 | 0.7640 | 0.8050 | 0.7839 | 0.9423 |
|
| 443 |
+
| 0.0148 | 385.0 | 200200 | 0.3961 | 0.7660 | 0.7918 | 0.7787 | 0.9408 |
|
| 444 |
+
| 0.0128 | 386.0 | 200720 | 0.3916 | 0.7789 | 0.7916 | 0.7852 | 0.9426 |
|
| 445 |
+
| 0.0147 | 387.0 | 201240 | 0.3780 | 0.7852 | 0.7978 | 0.7914 | 0.9432 |
|
| 446 |
+
| 0.0146 | 388.0 | 201760 | 0.3857 | 0.7727 | 0.7954 | 0.7839 | 0.9418 |
|
| 447 |
+
| 0.0137 | 389.0 | 202280 | 0.4221 | 0.7751 | 0.7900 | 0.7825 | 0.9407 |
|
| 448 |
+
| 0.0148 | 390.0 | 202800 | 0.3903 | 0.7736 | 0.8023 | 0.7877 | 0.9429 |
|
| 449 |
+
| 0.0135 | 391.0 | 203320 | 0.3885 | 0.7713 | 0.7918 | 0.7814 | 0.9411 |
|
| 450 |
+
| 0.0152 | 392.0 | 203840 | 0.3779 | 0.7786 | 0.7936 | 0.7861 | 0.9420 |
|
| 451 |
+
| 0.0126 | 393.0 | 204360 | 0.4085 | 0.7746 | 0.8071 | 0.7905 | 0.9436 |
|
| 452 |
+
| 0.0147 | 394.0 | 204880 | 0.3717 | 0.7714 | 0.7972 | 0.7841 | 0.9422 |
|
| 453 |
+
| 0.0141 | 395.0 | 205400 | 0.3693 | 0.7669 | 0.7951 | 0.7807 | 0.9411 |
|
| 454 |
+
| 0.016 | 396.0 | 205920 | 0.3841 | 0.7606 | 0.8003 | 0.7799 | 0.9412 |
|
| 455 |
+
| 0.0132 | 397.0 | 206440 | 0.3976 | 0.7562 | 0.8019 | 0.7784 | 0.9401 |
|
| 456 |
+
| 0.014 | 398.0 | 206960 | 0.3653 | 0.7575 | 0.8100 | 0.7829 | 0.9423 |
|
| 457 |
+
| 0.0128 | 399.0 | 207480 | 0.3969 | 0.7638 | 0.8059 | 0.7843 | 0.9416 |
|
| 458 |
+
| 0.013 | 400.0 | 208000 | 0.3725 | 0.7671 | 0.7997 | 0.7831 | 0.9416 |
|
| 459 |
+
| 0.0137 | 401.0 | 208520 | 0.3869 | 0.7676 | 0.7965 | 0.7818 | 0.9404 |
|
| 460 |
+
| 0.0157 | 402.0 | 209040 | 0.3688 | 0.7645 | 0.7888 | 0.7765 | 0.9394 |
|
| 461 |
+
| 0.0132 | 403.0 | 209560 | 0.3742 | 0.7683 | 0.8116 | 0.7894 | 0.9436 |
|
| 462 |
+
| 0.0138 | 404.0 | 210080 | 0.4003 | 0.7737 | 0.7947 | 0.7840 | 0.9408 |
|
| 463 |
+
| 0.0149 | 405.0 | 210600 | 0.3818 | 0.7736 | 0.8014 | 0.7873 | 0.9423 |
|
| 464 |
+
| 0.0136 | 406.0 | 211120 | 0.3715 | 0.7707 | 0.8104 | 0.7900 | 0.9432 |
|
| 465 |
+
| 0.0125 | 407.0 | 211640 | 0.4151 | 0.7724 | 0.8106 | 0.7910 | 0.9423 |
|
| 466 |
+
| 0.0126 | 408.0 | 212160 | 0.4043 | 0.7708 | 0.8026 | 0.7864 | 0.9424 |
|
| 467 |
+
| 0.0129 | 409.0 | 212680 | 0.3683 | 0.7627 | 0.7913 | 0.7767 | 0.9409 |
|
| 468 |
+
| 0.0141 | 410.0 | 213200 | 0.4005 | 0.7506 | 0.7983 | 0.7737 | 0.9404 |
|
| 469 |
+
| 0.0135 | 411.0 | 213720 | 0.3878 | 0.7784 | 0.8023 | 0.7902 | 0.9429 |
|
| 470 |
+
| 0.0126 | 412.0 | 214240 | 0.3731 | 0.7758 | 0.8024 | 0.7889 | 0.9430 |
|
| 471 |
+
| 0.0139 | 413.0 | 214760 | 0.3947 | 0.7742 | 0.8118 | 0.7925 | 0.9429 |
|
| 472 |
+
| 0.0138 | 414.0 | 215280 | 0.3790 | 0.7709 | 0.8005 | 0.7854 | 0.9420 |
|
| 473 |
+
| 0.0121 | 415.0 | 215800 | 0.3839 | 0.7784 | 0.8118 | 0.7948 | 0.9429 |
|
| 474 |
+
| 0.0124 | 416.0 | 216320 | 0.4140 | 0.7728 | 0.7970 | 0.7848 | 0.9417 |
|
| 475 |
+
| 0.013 | 417.0 | 216840 | 0.3876 | 0.7688 | 0.8017 | 0.7849 | 0.9424 |
|
| 476 |
+
| 0.0126 | 418.0 | 217360 | 0.3874 | 0.7673 | 0.8172 | 0.7915 | 0.9435 |
|
| 477 |
+
| 0.0132 | 419.0 | 217880 | 0.3694 | 0.7581 | 0.7990 | 0.7780 | 0.9407 |
|
| 478 |
+
| 0.0132 | 420.0 | 218400 | 0.3867 | 0.7756 | 0.7981 | 0.7867 | 0.9418 |
|
| 479 |
+
| 0.0131 | 421.0 | 218920 | 0.3952 | 0.7629 | 0.8042 | 0.7830 | 0.9422 |
|
| 480 |
+
| 0.012 | 422.0 | 219440 | 0.3997 | 0.7798 | 0.7997 | 0.7897 | 0.9436 |
|
| 481 |
+
| 0.0133 | 423.0 | 219960 | 0.3942 | 0.7704 | 0.8097 | 0.7895 | 0.9431 |
|
| 482 |
+
| 0.0125 | 424.0 | 220480 | 0.3929 | 0.7775 | 0.7987 | 0.7880 | 0.9421 |
|
| 483 |
+
| 0.0133 | 425.0 | 221000 | 0.3965 | 0.7661 | 0.8041 | 0.7846 | 0.9410 |
|
| 484 |
+
| 0.0123 | 426.0 | 221520 | 0.3814 | 0.7722 | 0.7967 | 0.7843 | 0.9414 |
|
| 485 |
+
| 0.0128 | 427.0 | 222040 | 0.4247 | 0.7718 | 0.8053 | 0.7882 | 0.9413 |
|
| 486 |
+
| 0.013 | 428.0 | 222560 | 0.4073 | 0.7747 | 0.8118 | 0.7928 | 0.9434 |
|
| 487 |
+
| 0.013 | 429.0 | 223080 | 0.4010 | 0.7714 | 0.7918 | 0.7815 | 0.9415 |
|
| 488 |
+
| 0.0126 | 430.0 | 223600 | 0.3686 | 0.7703 | 0.8042 | 0.7869 | 0.9425 |
|
| 489 |
+
| 0.0117 | 431.0 | 224120 | 0.4166 | 0.7638 | 0.8032 | 0.7830 | 0.9410 |
|
| 490 |
+
| 0.0119 | 432.0 | 224640 | 0.3892 | 0.7676 | 0.8012 | 0.7840 | 0.9408 |
|
| 491 |
+
| 0.0117 | 433.0 | 225160 | 0.4065 | 0.7738 | 0.8028 | 0.7881 | 0.9423 |
|
| 492 |
+
| 0.0122 | 434.0 | 225680 | 0.3777 | 0.7734 | 0.7970 | 0.7850 | 0.9417 |
|
| 493 |
+
| 0.0125 | 435.0 | 226200 | 0.3770 | 0.7730 | 0.8109 | 0.7915 | 0.9434 |
|
| 494 |
+
| 0.0135 | 436.0 | 226720 | 0.4208 | 0.7716 | 0.7976 | 0.7844 | 0.9411 |
|
| 495 |
+
| 0.0117 | 437.0 | 227240 | 0.3666 | 0.7764 | 0.7853 | 0.7808 | 0.9414 |
|
| 496 |
+
| 0.0127 | 438.0 | 227760 | 0.4263 | 0.7742 | 0.8165 | 0.7948 | 0.9436 |
|
| 497 |
+
| 0.0118 | 439.0 | 228280 | 0.3879 | 0.7721 | 0.7997 | 0.7857 | 0.9421 |
|
| 498 |
+
| 0.0123 | 440.0 | 228800 | 0.4003 | 0.7763 | 0.7925 | 0.7844 | 0.9420 |
|
| 499 |
+
| 0.0114 | 441.0 | 229320 | 0.3797 | 0.7697 | 0.7904 | 0.7799 | 0.9410 |
|
| 500 |
+
| 0.0134 | 442.0 | 229840 | 0.3898 | 0.7693 | 0.8079 | 0.7881 | 0.9416 |
|
| 501 |
+
| 0.0127 | 443.0 | 230360 | 0.4113 | 0.7703 | 0.8086 | 0.7890 | 0.9431 |
|
| 502 |
+
| 0.0106 | 444.0 | 230880 | 0.3853 | 0.7644 | 0.8064 | 0.7849 | 0.9413 |
|
| 503 |
+
| 0.0116 | 445.0 | 231400 | 0.3955 | 0.7666 | 0.7983 | 0.7821 | 0.9417 |
|
| 504 |
+
| 0.0125 | 446.0 | 231920 | 0.3939 | 0.7730 | 0.8100 | 0.7911 | 0.9435 |
|
| 505 |
+
| 0.0108 | 447.0 | 232440 | 0.3945 | 0.7782 | 0.7834 | 0.7808 | 0.9414 |
|
| 506 |
+
| 0.0127 | 448.0 | 232960 | 0.4156 | 0.7755 | 0.7961 | 0.7857 | 0.9414 |
|
| 507 |
+
| 0.011 | 449.0 | 233480 | 0.4342 | 0.7641 | 0.8152 | 0.7888 | 0.9421 |
|
| 508 |
+
| 0.0124 | 450.0 | 234000 | 0.4158 | 0.7642 | 0.7985 | 0.7810 | 0.9407 |
|
| 509 |
+
| 0.0116 | 451.0 | 234520 | 0.4179 | 0.7794 | 0.7888 | 0.7840 | 0.9400 |
|
| 510 |
+
| 0.0108 | 452.0 | 235040 | 0.4018 | 0.7786 | 0.8039 | 0.7911 | 0.9426 |
|
| 511 |
+
| 0.0118 | 453.0 | 235560 | 0.4109 | 0.7644 | 0.8075 | 0.7854 | 0.9416 |
|
| 512 |
+
| 0.0116 | 454.0 | 236080 | 0.4062 | 0.7743 | 0.8048 | 0.7892 | 0.9420 |
|
| 513 |
+
| 0.0116 | 455.0 | 236600 | 0.4151 | 0.7701 | 0.8035 | 0.7865 | 0.9417 |
|
| 514 |
+
| 0.0112 | 456.0 | 237120 | 0.4334 | 0.7614 | 0.8041 | 0.7822 | 0.9408 |
|
| 515 |
+
| 0.0118 | 457.0 | 237640 | 0.3856 | 0.7742 | 0.8156 | 0.7944 | 0.9430 |
|
| 516 |
+
| 0.0112 | 458.0 | 238160 | 0.3806 | 0.7775 | 0.8113 | 0.7940 | 0.9434 |
|
| 517 |
+
| 0.0104 | 459.0 | 238680 | 0.4031 | 0.7702 | 0.8003 | 0.7850 | 0.9410 |
|
| 518 |
+
| 0.0115 | 460.0 | 239200 | 0.3926 | 0.7788 | 0.7951 | 0.7868 | 0.9409 |
|
| 519 |
+
| 0.0117 | 461.0 | 239720 | 0.4082 | 0.7738 | 0.8163 | 0.7945 | 0.9435 |
|
| 520 |
+
| 0.0097 | 462.0 | 240240 | 0.3926 | 0.7786 | 0.8057 | 0.7919 | 0.9428 |
|
| 521 |
+
| 0.0111 | 463.0 | 240760 | 0.3845 | 0.7706 | 0.8068 | 0.7882 | 0.9424 |
|
| 522 |
+
| 0.0116 | 464.0 | 241280 | 0.4080 | 0.7795 | 0.8104 | 0.7946 | 0.9433 |
|
| 523 |
+
| 0.0105 | 465.0 | 241800 | 0.4224 | 0.7745 | 0.7979 | 0.7861 | 0.9415 |
|
| 524 |
+
| 0.0105 | 466.0 | 242320 | 0.3891 | 0.7831 | 0.7979 | 0.7905 | 0.9426 |
|
| 525 |
+
| 0.0115 | 467.0 | 242840 | 0.3952 | 0.7707 | 0.8073 | 0.7886 | 0.9434 |
|
| 526 |
+
| 0.0123 | 468.0 | 243360 | 0.3799 | 0.7813 | 0.7996 | 0.7903 | 0.9432 |
|
| 527 |
+
| 0.0112 | 469.0 | 243880 | 0.3835 | 0.7759 | 0.7969 | 0.7862 | 0.9419 |
|
| 528 |
+
| 0.0104 | 470.0 | 244400 | 0.4273 | 0.7652 | 0.8044 | 0.7843 | 0.9420 |
|
| 529 |
+
| 0.0106 | 471.0 | 244920 | 0.4150 | 0.7788 | 0.8021 | 0.7903 | 0.9434 |
|
| 530 |
+
| 0.0112 | 472.0 | 245440 | 0.3708 | 0.7787 | 0.7970 | 0.7878 | 0.9424 |
|
| 531 |
+
| 0.0112 | 473.0 | 245960 | 0.4239 | 0.7755 | 0.8024 | 0.7887 | 0.9428 |
|
| 532 |
+
| 0.0091 | 474.0 | 246480 | 0.4490 | 0.7742 | 0.8097 | 0.7915 | 0.9435 |
|
| 533 |
+
| 0.0119 | 475.0 | 247000 | 0.4159 | 0.7579 | 0.7970 | 0.7770 | 0.9407 |
|
| 534 |
+
| 0.0111 | 476.0 | 247520 | 0.4037 | 0.7684 | 0.7976 | 0.7827 | 0.9410 |
|
| 535 |
+
| 0.0096 | 477.0 | 248040 | 0.3909 | 0.7782 | 0.8133 | 0.7954 | 0.9431 |
|
| 536 |
+
| 0.0105 | 478.0 | 248560 | 0.3977 | 0.7836 | 0.8061 | 0.7947 | 0.9446 |
|
| 537 |
+
| 0.0093 | 479.0 | 249080 | 0.4181 | 0.7776 | 0.8086 | 0.7928 | 0.9442 |
|
| 538 |
+
| 0.0098 | 480.0 | 249600 | 0.4149 | 0.7798 | 0.7979 | 0.7888 | 0.9429 |
|
| 539 |
+
| 0.01 | 481.0 | 250120 | 0.4244 | 0.7764 | 0.7987 | 0.7874 | 0.9426 |
|
| 540 |
+
| 0.0104 | 482.0 | 250640 | 0.3837 | 0.7764 | 0.7861 | 0.7812 | 0.9417 |
|
| 541 |
+
| 0.0117 | 483.0 | 251160 | 0.3858 | 0.7742 | 0.8050 | 0.7893 | 0.9437 |
|
| 542 |
+
| 0.0096 | 484.0 | 251680 | 0.3820 | 0.7682 | 0.7906 | 0.7792 | 0.9415 |
|
| 543 |
+
| 0.0113 | 485.0 | 252200 | 0.4026 | 0.7751 | 0.8095 | 0.7919 | 0.9436 |
|
| 544 |
+
| 0.0106 | 486.0 | 252720 | 0.4329 | 0.7836 | 0.8039 | 0.7936 | 0.9440 |
|
| 545 |
+
| 0.0082 | 487.0 | 253240 | 0.4221 | 0.7811 | 0.8041 | 0.7924 | 0.9429 |
|
| 546 |
+
| 0.0102 | 488.0 | 253760 | 0.3971 | 0.7802 | 0.8030 | 0.7914 | 0.9424 |
|
| 547 |
+
| 0.0096 | 489.0 | 254280 | 0.4036 | 0.7839 | 0.8098 | 0.7966 | 0.9443 |
|
| 548 |
+
| 0.0102 | 490.0 | 254800 | 0.4092 | 0.7697 | 0.8064 | 0.7876 | 0.9435 |
|
| 549 |
+
| 0.0108 | 491.0 | 255320 | 0.3855 | 0.7833 | 0.7916 | 0.7875 | 0.9417 |
|
| 550 |
+
| 0.0104 | 492.0 | 255840 | 0.4327 | 0.7706 | 0.8068 | 0.7882 | 0.9422 |
|
| 551 |
+
| 0.0089 | 493.0 | 256360 | 0.4097 | 0.7833 | 0.8026 | 0.7928 | 0.9421 |
|
| 552 |
+
| 0.0096 | 494.0 | 256880 | 0.4105 | 0.7788 | 0.8039 | 0.7911 | 0.9425 |
|
| 553 |
+
| 0.0094 | 495.0 | 257400 | 0.4394 | 0.7650 | 0.8066 | 0.7852 | 0.9422 |
|
| 554 |
+
| 0.0102 | 496.0 | 257920 | 0.4134 | 0.7717 | 0.8133 | 0.7919 | 0.9433 |
|
| 555 |
+
| 0.0097 | 497.0 | 258440 | 0.4388 | 0.7765 | 0.8151 | 0.7953 | 0.9438 |
|
| 556 |
+
| 0.0101 | 498.0 | 258960 | 0.4167 | 0.7775 | 0.8129 | 0.7948 | 0.9433 |
|
| 557 |
+
| 0.0083 | 499.0 | 259480 | 0.3938 | 0.7843 | 0.8039 | 0.7940 | 0.9436 |
|
| 558 |
+
| 0.0085 | 500.0 | 260000 | 0.4248 | 0.7729 | 0.8052 | 0.7887 | 0.9421 |
|
| 559 |
+
| 0.0094 | 501.0 | 260520 | 0.4037 | 0.7782 | 0.8070 | 0.7923 | 0.9441 |
|
| 560 |
+
| 0.0096 | 502.0 | 261040 | 0.4159 | 0.7833 | 0.8116 | 0.7972 | 0.9443 |
|
| 561 |
+
| 0.009 | 503.0 | 261560 | 0.3925 | 0.7755 | 0.8061 | 0.7905 | 0.9440 |
|
| 562 |
+
| 0.0089 | 504.0 | 262080 | 0.4316 | 0.7712 | 0.8089 | 0.7896 | 0.9416 |
|
| 563 |
+
| 0.0102 | 505.0 | 262600 | 0.4270 | 0.7805 | 0.8082 | 0.7941 | 0.9429 |
|
| 564 |
+
| 0.0093 | 506.0 | 263120 | 0.3865 | 0.7713 | 0.8082 | 0.7893 | 0.9433 |
|
| 565 |
+
| 0.0099 | 507.0 | 263640 | 0.4249 | 0.7703 | 0.8039 | 0.7867 | 0.9426 |
|
| 566 |
+
| 0.0087 | 508.0 | 264160 | 0.4307 | 0.7845 | 0.8057 | 0.7950 | 0.9430 |
|
| 567 |
+
| 0.0098 | 509.0 | 264680 | 0.4375 | 0.7746 | 0.8118 | 0.7928 | 0.9430 |
|
| 568 |
+
| 0.0084 | 510.0 | 265200 | 0.3915 | 0.7702 | 0.8005 | 0.7851 | 0.9422 |
|
| 569 |
+
| 0.0101 | 511.0 | 265720 | 0.4039 | 0.7667 | 0.8024 | 0.7842 | 0.9420 |
|
| 570 |
+
| 0.0098 | 512.0 | 266240 | 0.4006 | 0.7820 | 0.8044 | 0.7931 | 0.9431 |
|
| 571 |
+
| 0.0086 | 513.0 | 266760 | 0.4286 | 0.7656 | 0.8048 | 0.7847 | 0.9410 |
|
| 572 |
+
| 0.0092 | 514.0 | 267280 | 0.4223 | 0.7705 | 0.8089 | 0.7892 | 0.9431 |
|
| 573 |
+
| 0.0083 | 515.0 | 267800 | 0.4112 | 0.7858 | 0.8026 | 0.7941 | 0.9433 |
|
| 574 |
+
| 0.0108 | 516.0 | 268320 | 0.4287 | 0.7708 | 0.8165 | 0.7930 | 0.9436 |
|
| 575 |
+
| 0.0085 | 517.0 | 268840 | 0.4261 | 0.7709 | 0.8131 | 0.7914 | 0.9417 |
|
| 576 |
+
| 0.0087 | 518.0 | 269360 | 0.4007 | 0.7733 | 0.8089 | 0.7907 | 0.9422 |
|
| 577 |
+
| 0.0095 | 519.0 | 269880 | 0.4329 | 0.7735 | 0.8129 | 0.7927 | 0.9428 |
|
| 578 |
+
| 0.0086 | 520.0 | 270400 | 0.4438 | 0.7766 | 0.8125 | 0.7942 | 0.9438 |
|
| 579 |
+
| 0.0084 | 521.0 | 270920 | 0.4552 | 0.7682 | 0.8237 | 0.7950 | 0.9428 |
|
| 580 |
+
| 0.0092 | 522.0 | 271440 | 0.4337 | 0.7849 | 0.8057 | 0.7952 | 0.9435 |
|
| 581 |
+
| 0.0084 | 523.0 | 271960 | 0.4111 | 0.7581 | 0.8170 | 0.7864 | 0.9410 |
|
| 582 |
+
| 0.0104 | 524.0 | 272480 | 0.3837 | 0.7719 | 0.8077 | 0.7894 | 0.9421 |
|
| 583 |
+
| 0.0089 | 525.0 | 273000 | 0.4033 | 0.7705 | 0.8158 | 0.7925 | 0.9431 |
|
| 584 |
+
| 0.0086 | 526.0 | 273520 | 0.3903 | 0.7717 | 0.8138 | 0.7922 | 0.9436 |
|
| 585 |
+
| 0.0084 | 527.0 | 274040 | 0.4322 | 0.7727 | 0.7978 | 0.7850 | 0.9413 |
|
| 586 |
+
| 0.0087 | 528.0 | 274560 | 0.4261 | 0.7606 | 0.8143 | 0.7866 | 0.9415 |
|
| 587 |
+
| 0.0085 | 529.0 | 275080 | 0.3912 | 0.7856 | 0.8017 | 0.7936 | 0.9439 |
|
| 588 |
+
| 0.0088 | 530.0 | 275600 | 0.4292 | 0.7702 | 0.8033 | 0.7864 | 0.9413 |
|
| 589 |
+
| 0.0098 | 531.0 | 276120 | 0.4226 | 0.7677 | 0.7925 | 0.7799 | 0.9405 |
|
| 590 |
+
| 0.0079 | 532.0 | 276640 | 0.4121 | 0.7777 | 0.8052 | 0.7912 | 0.9434 |
|
| 591 |
+
| 0.0082 | 533.0 | 277160 | 0.4172 | 0.7628 | 0.7997 | 0.7808 | 0.9408 |
|
| 592 |
+
| 0.0087 | 534.0 | 277680 | 0.4098 | 0.7681 | 0.8021 | 0.7847 | 0.9423 |
|
| 593 |
+
| 0.0086 | 535.0 | 278200 | 0.4271 | 0.7792 | 0.7891 | 0.7841 | 0.9418 |
|
| 594 |
+
| 0.0092 | 536.0 | 278720 | 0.3957 | 0.7635 | 0.8091 | 0.7856 | 0.9426 |
|
| 595 |
+
| 0.0085 | 537.0 | 279240 | 0.3926 | 0.7812 | 0.7945 | 0.7878 | 0.9423 |
|
| 596 |
+
| 0.0095 | 538.0 | 279760 | 0.4085 | 0.7672 | 0.8170 | 0.7913 | 0.9441 |
|
| 597 |
+
| 0.0081 | 539.0 | 280280 | 0.3805 | 0.7860 | 0.8097 | 0.7977 | 0.9449 |
|
| 598 |
+
| 0.0094 | 540.0 | 280800 | 0.4151 | 0.7738 | 0.8015 | 0.7874 | 0.9436 |
|
| 599 |
+
| 0.0072 | 541.0 | 281320 | 0.4093 | 0.7798 | 0.8075 | 0.7934 | 0.9442 |
|
| 600 |
+
| 0.0071 | 542.0 | 281840 | 0.4006 | 0.7779 | 0.8125 | 0.7949 | 0.9436 |
|
| 601 |
+
| 0.0081 | 543.0 | 282360 | 0.4168 | 0.7737 | 0.7992 | 0.7863 | 0.9424 |
|
| 602 |
+
| 0.0081 | 544.0 | 282880 | 0.4102 | 0.7732 | 0.8073 | 0.7899 | 0.9430 |
|
| 603 |
+
| 0.008 | 545.0 | 283400 | 0.4172 | 0.7769 | 0.8006 | 0.7886 | 0.9426 |
|
| 604 |
+
| 0.0082 | 546.0 | 283920 | 0.4259 | 0.7762 | 0.8006 | 0.7882 | 0.9428 |
|
| 605 |
+
| 0.0082 | 547.0 | 284440 | 0.4257 | 0.7815 | 0.8046 | 0.7929 | 0.9434 |
|
| 606 |
+
| 0.008 | 548.0 | 284960 | 0.4068 | 0.7878 | 0.8068 | 0.7972 | 0.9443 |
|
| 607 |
+
| 0.0084 | 549.0 | 285480 | 0.4325 | 0.7712 | 0.8014 | 0.7860 | 0.9428 |
|
| 608 |
+
| 0.0078 | 550.0 | 286000 | 0.4094 | 0.7731 | 0.8055 | 0.7890 | 0.9434 |
|
| 609 |
+
| 0.0084 | 551.0 | 286520 | 0.4209 | 0.7810 | 0.8046 | 0.7926 | 0.9445 |
|
| 610 |
+
| 0.0084 | 552.0 | 287040 | 0.4072 | 0.7792 | 0.8050 | 0.7919 | 0.9429 |
|
| 611 |
+
| 0.0085 | 553.0 | 287560 | 0.4271 | 0.7697 | 0.8167 | 0.7925 | 0.9433 |
|
| 612 |
+
| 0.0071 | 554.0 | 288080 | 0.4535 | 0.7797 | 0.7992 | 0.7893 | 0.9424 |
|
| 613 |
+
| 0.0077 | 555.0 | 288600 | 0.4286 | 0.7689 | 0.8102 | 0.7890 | 0.9432 |
|
| 614 |
+
| 0.0081 | 556.0 | 289120 | 0.4105 | 0.7772 | 0.8046 | 0.7907 | 0.9426 |
|
| 615 |
+
| 0.0082 | 557.0 | 289640 | 0.4123 | 0.7669 | 0.7974 | 0.7818 | 0.9405 |
|
| 616 |
+
| 0.0077 | 558.0 | 290160 | 0.4507 | 0.7760 | 0.8062 | 0.7908 | 0.9423 |
|
| 617 |
+
| 0.0078 | 559.0 | 290680 | 0.4314 | 0.7754 | 0.8124 | 0.7934 | 0.9437 |
|
| 618 |
+
| 0.0066 | 560.0 | 291200 | 0.4441 | 0.7606 | 0.8104 | 0.7847 | 0.9414 |
|
| 619 |
+
| 0.0068 | 561.0 | 291720 | 0.4354 | 0.7775 | 0.7954 | 0.7864 | 0.9415 |
|
| 620 |
+
| 0.0078 | 562.0 | 292240 | 0.4390 | 0.7703 | 0.8021 | 0.7859 | 0.9422 |
|
| 621 |
+
| 0.0081 | 563.0 | 292760 | 0.4281 | 0.7672 | 0.8001 | 0.7833 | 0.9418 |
|
| 622 |
+
| 0.0073 | 564.0 | 293280 | 0.4360 | 0.7844 | 0.8019 | 0.7931 | 0.9425 |
|
| 623 |
+
| 0.0074 | 565.0 | 293800 | 0.4319 | 0.7785 | 0.8017 | 0.7899 | 0.9421 |
|
| 624 |
+
| 0.0073 | 566.0 | 294320 | 0.4102 | 0.7753 | 0.8028 | 0.7888 | 0.9432 |
|
| 625 |
+
| 0.0072 | 567.0 | 294840 | 0.4215 | 0.7764 | 0.8116 | 0.7936 | 0.9437 |
|
| 626 |
+
| 0.0061 | 568.0 | 295360 | 0.4088 | 0.7722 | 0.7929 | 0.7824 | 0.9415 |
|
| 627 |
+
| 0.0076 | 569.0 | 295880 | 0.4445 | 0.7665 | 0.8073 | 0.7864 | 0.9423 |
|
| 628 |
+
| 0.0084 | 570.0 | 296400 | 0.4158 | 0.7701 | 0.7963 | 0.7830 | 0.9416 |
|
| 629 |
+
| 0.0077 | 571.0 | 296920 | 0.4184 | 0.7758 | 0.8001 | 0.7878 | 0.9417 |
|
| 630 |
+
| 0.0071 | 572.0 | 297440 | 0.4440 | 0.7775 | 0.8023 | 0.7897 | 0.9422 |
|
| 631 |
+
| 0.0072 | 573.0 | 297960 | 0.4428 | 0.7723 | 0.8003 | 0.7861 | 0.9415 |
|
| 632 |
+
| 0.0068 | 574.0 | 298480 | 0.4216 | 0.7822 | 0.8008 | 0.7914 | 0.9420 |
|
| 633 |
+
| 0.0062 | 575.0 | 299000 | 0.4468 | 0.7784 | 0.7990 | 0.7886 | 0.9426 |
|
| 634 |
+
| 0.006 | 576.0 | 299520 | 0.4347 | 0.7866 | 0.7983 | 0.7924 | 0.9438 |
|
| 635 |
+
| 0.0073 | 577.0 | 300040 | 0.4314 | 0.7822 | 0.7987 | 0.7903 | 0.9432 |
|
| 636 |
+
| 0.0067 | 578.0 | 300560 | 0.4332 | 0.7742 | 0.8033 | 0.7885 | 0.9426 |
|
| 637 |
+
| 0.0076 | 579.0 | 301080 | 0.4101 | 0.7695 | 0.8015 | 0.7852 | 0.9428 |
|
| 638 |
+
| 0.0078 | 580.0 | 301600 | 0.4322 | 0.7782 | 0.8098 | 0.7937 | 0.9435 |
|
| 639 |
+
| 0.007 | 581.0 | 302120 | 0.4201 | 0.7742 | 0.8070 | 0.7902 | 0.9426 |
|
| 640 |
+
| 0.0075 | 582.0 | 302640 | 0.4221 | 0.7786 | 0.7985 | 0.7884 | 0.9426 |
|
| 641 |
+
| 0.0076 | 583.0 | 303160 | 0.4281 | 0.7740 | 0.8160 | 0.7944 | 0.9433 |
|
| 642 |
+
| 0.0067 | 584.0 | 303680 | 0.4310 | 0.7736 | 0.8061 | 0.7895 | 0.9425 |
|
| 643 |
+
| 0.0072 | 585.0 | 304200 | 0.4559 | 0.7732 | 0.8030 | 0.7878 | 0.9425 |
|
| 644 |
+
| 0.0063 | 586.0 | 304720 | 0.4443 | 0.7794 | 0.8055 | 0.7922 | 0.9425 |
|
| 645 |
+
| 0.0063 | 587.0 | 305240 | 0.4255 | 0.7860 | 0.7996 | 0.7927 | 0.9429 |
|
| 646 |
+
| 0.0064 | 588.0 | 305760 | 0.4538 | 0.7700 | 0.8037 | 0.7865 | 0.9424 |
|
| 647 |
+
| 0.0063 | 589.0 | 306280 | 0.4461 | 0.7719 | 0.7976 | 0.7845 | 0.9405 |
|
| 648 |
+
| 0.0068 | 590.0 | 306800 | 0.4357 | 0.7720 | 0.8041 | 0.7877 | 0.9420 |
|
| 649 |
+
| 0.0064 | 591.0 | 307320 | 0.4223 | 0.7770 | 0.8088 | 0.7926 | 0.9431 |
|
| 650 |
+
| 0.0075 | 592.0 | 307840 | 0.4475 | 0.7858 | 0.8046 | 0.7951 | 0.9433 |
|
| 651 |
+
| 0.0064 | 593.0 | 308360 | 0.4338 | 0.7719 | 0.8077 | 0.7894 | 0.9422 |
|
| 652 |
+
| 0.0066 | 594.0 | 308880 | 0.4393 | 0.7796 | 0.8050 | 0.7921 | 0.9435 |
|
| 653 |
+
| 0.0069 | 595.0 | 309400 | 0.4494 | 0.7857 | 0.8050 | 0.7952 | 0.9430 |
|
| 654 |
+
| 0.0064 | 596.0 | 309920 | 0.4251 | 0.7708 | 0.8041 | 0.7871 | 0.9428 |
|
| 655 |
+
| 0.0061 | 597.0 | 310440 | 0.4354 | 0.7769 | 0.8178 | 0.7968 | 0.9442 |
|
| 656 |
+
| 0.0063 | 598.0 | 310960 | 0.4389 | 0.7708 | 0.8140 | 0.7918 | 0.9434 |
|
| 657 |
+
| 0.0055 | 599.0 | 311480 | 0.4298 | 0.7725 | 0.8125 | 0.7920 | 0.9429 |
|
| 658 |
+
| 0.0054 | 600.0 | 312000 | 0.4421 | 0.7808 | 0.7987 | 0.7896 | 0.9435 |
|
| 659 |
+
| 0.0059 | 601.0 | 312520 | 0.4409 | 0.7908 | 0.7972 | 0.7940 | 0.9441 |
|
| 660 |
+
| 0.0067 | 602.0 | 313040 | 0.4584 | 0.7727 | 0.8104 | 0.7911 | 0.9435 |
|
| 661 |
+
| 0.0064 | 603.0 | 313560 | 0.4452 | 0.7757 | 0.7933 | 0.7844 | 0.9419 |
|
| 662 |
+
| 0.0072 | 604.0 | 314080 | 0.4325 | 0.7780 | 0.8064 | 0.7919 | 0.9431 |
|
| 663 |
+
| 0.0056 | 605.0 | 314600 | 0.4256 | 0.7637 | 0.7940 | 0.7786 | 0.9415 |
|
| 664 |
+
| 0.0063 | 606.0 | 315120 | 0.4153 | 0.7891 | 0.7938 | 0.7915 | 0.9438 |
|
| 665 |
+
| 0.0067 | 607.0 | 315640 | 0.4234 | 0.7782 | 0.8014 | 0.7896 | 0.9432 |
|
| 666 |
+
| 0.0069 | 608.0 | 316160 | 0.4401 | 0.7783 | 0.8017 | 0.7899 | 0.9423 |
|
| 667 |
+
| 0.0056 | 609.0 | 316680 | 0.4345 | 0.7746 | 0.8039 | 0.7890 | 0.9437 |
|
| 668 |
+
| 0.0058 | 610.0 | 317200 | 0.4281 | 0.7808 | 0.8057 | 0.7931 | 0.9437 |
|
| 669 |
+
| 0.0069 | 611.0 | 317720 | 0.4630 | 0.7787 | 0.8181 | 0.7979 | 0.9427 |
|
| 670 |
+
| 0.0054 | 612.0 | 318240 | 0.4501 | 0.7770 | 0.7925 | 0.7847 | 0.9411 |
|
| 671 |
+
| 0.0059 | 613.0 | 318760 | 0.4302 | 0.7769 | 0.7938 | 0.7852 | 0.9416 |
|
| 672 |
+
| 0.0061 | 614.0 | 319280 | 0.4362 | 0.7827 | 0.7972 | 0.7899 | 0.9423 |
|
| 673 |
+
| 0.006 | 615.0 | 319800 | 0.4225 | 0.7820 | 0.7945 | 0.7882 | 0.9419 |
|
| 674 |
+
| 0.0068 | 616.0 | 320320 | 0.4309 | 0.7754 | 0.8052 | 0.7900 | 0.9420 |
|
| 675 |
+
| 0.0071 | 617.0 | 320840 | 0.4325 | 0.7849 | 0.7999 | 0.7924 | 0.9426 |
|
| 676 |
+
| 0.0053 | 618.0 | 321360 | 0.4328 | 0.7686 | 0.8057 | 0.7867 | 0.9426 |
|
| 677 |
+
| 0.0062 | 619.0 | 321880 | 0.4468 | 0.7684 | 0.8149 | 0.7909 | 0.9424 |
|
| 678 |
+
| 0.0062 | 620.0 | 322400 | 0.4446 | 0.7770 | 0.8106 | 0.7934 | 0.9436 |
|
| 679 |
+
| 0.0062 | 621.0 | 322920 | 0.4589 | 0.7843 | 0.7949 | 0.7896 | 0.9428 |
|
| 680 |
+
| 0.0046 | 622.0 | 323440 | 0.4518 | 0.7841 | 0.8106 | 0.7971 | 0.9443 |
|
| 681 |
+
| 0.0057 | 623.0 | 323960 | 0.4721 | 0.7800 | 0.7970 | 0.7885 | 0.9422 |
|
| 682 |
+
| 0.0066 | 624.0 | 324480 | 0.4478 | 0.7724 | 0.8079 | 0.7897 | 0.9427 |
|
| 683 |
+
| 0.0059 | 625.0 | 325000 | 0.4292 | 0.7745 | 0.8122 | 0.7929 | 0.9429 |
|
| 684 |
+
| 0.0052 | 626.0 | 325520 | 0.4465 | 0.7691 | 0.8015 | 0.7850 | 0.9434 |
|
| 685 |
+
| 0.0056 | 627.0 | 326040 | 0.4323 | 0.7783 | 0.8113 | 0.7945 | 0.9443 |
|
| 686 |
+
| 0.0056 | 628.0 | 326560 | 0.4467 | 0.7751 | 0.7951 | 0.7850 | 0.9424 |
|
| 687 |
+
| 0.0049 | 629.0 | 327080 | 0.4273 | 0.7878 | 0.7956 | 0.7917 | 0.9429 |
|
| 688 |
+
| 0.0057 | 630.0 | 327600 | 0.4646 | 0.7743 | 0.8075 | 0.7906 | 0.9429 |
|
| 689 |
+
| 0.0051 | 631.0 | 328120 | 0.4533 | 0.7744 | 0.7954 | 0.7848 | 0.9421 |
|
| 690 |
+
| 0.0057 | 632.0 | 328640 | 0.4271 | 0.7767 | 0.8014 | 0.7889 | 0.9428 |
|
| 691 |
+
| 0.0055 | 633.0 | 329160 | 0.4280 | 0.7769 | 0.8052 | 0.7908 | 0.9439 |
|
| 692 |
+
| 0.0052 | 634.0 | 329680 | 0.4521 | 0.7786 | 0.7909 | 0.7847 | 0.9413 |
|
| 693 |
+
| 0.0048 | 635.0 | 330200 | 0.4581 | 0.7832 | 0.8111 | 0.7969 | 0.9440 |
|
| 694 |
+
| 0.0059 | 636.0 | 330720 | 0.4347 | 0.7748 | 0.8068 | 0.7905 | 0.9439 |
|
| 695 |
+
| 0.0057 | 637.0 | 331240 | 0.4649 | 0.7746 | 0.8221 | 0.7977 | 0.9448 |
|
| 696 |
+
| 0.0047 | 638.0 | 331760 | 0.4403 | 0.7846 | 0.8073 | 0.7958 | 0.9440 |
|
| 697 |
+
| 0.0058 | 639.0 | 332280 | 0.4293 | 0.7744 | 0.8032 | 0.7885 | 0.9424 |
|
| 698 |
+
| 0.0059 | 640.0 | 332800 | 0.4344 | 0.7763 | 0.8136 | 0.7945 | 0.9437 |
|
| 699 |
+
| 0.0052 | 641.0 | 333320 | 0.4328 | 0.7826 | 0.8151 | 0.7985 | 0.9447 |
|
| 700 |
+
| 0.0055 | 642.0 | 333840 | 0.4217 | 0.7833 | 0.7996 | 0.7914 | 0.9429 |
|
| 701 |
+
| 0.0056 | 643.0 | 334360 | 0.4303 | 0.7802 | 0.8086 | 0.7941 | 0.9438 |
|
| 702 |
+
| 0.0044 | 644.0 | 334880 | 0.4281 | 0.7744 | 0.8161 | 0.7947 | 0.9446 |
|
| 703 |
+
| 0.0055 | 645.0 | 335400 | 0.4717 | 0.7796 | 0.8062 | 0.7927 | 0.9439 |
|
| 704 |
+
| 0.0046 | 646.0 | 335920 | 0.4464 | 0.7643 | 0.8030 | 0.7832 | 0.9416 |
|
| 705 |
+
| 0.0057 | 647.0 | 336440 | 0.4619 | 0.7826 | 0.8044 | 0.7934 | 0.9445 |
|
| 706 |
+
| 0.0047 | 648.0 | 336960 | 0.4460 | 0.7828 | 0.8124 | 0.7973 | 0.9445 |
|
| 707 |
+
| 0.0054 | 649.0 | 337480 | 0.4541 | 0.7764 | 0.8106 | 0.7931 | 0.9438 |
|
| 708 |
+
| 0.0049 | 650.0 | 338000 | 0.4353 | 0.7790 | 0.8118 | 0.7951 | 0.9444 |
|
| 709 |
+
| 0.0052 | 651.0 | 338520 | 0.4655 | 0.7707 | 0.8098 | 0.7898 | 0.9435 |
|
| 710 |
+
| 0.0054 | 652.0 | 339040 | 0.4419 | 0.7773 | 0.7988 | 0.7879 | 0.9425 |
|
| 711 |
+
| 0.0048 | 653.0 | 339560 | 0.4518 | 0.7775 | 0.8133 | 0.7950 | 0.9438 |
|
| 712 |
+
| 0.0044 | 654.0 | 340080 | 0.4434 | 0.7843 | 0.7906 | 0.7874 | 0.9422 |
|
| 713 |
+
| 0.0057 | 655.0 | 340600 | 0.4375 | 0.7836 | 0.8001 | 0.7918 | 0.9429 |
|
| 714 |
+
| 0.0045 | 656.0 | 341120 | 0.4599 | 0.7804 | 0.8125 | 0.7961 | 0.9438 |
|
| 715 |
+
| 0.0051 | 657.0 | 341640 | 0.4545 | 0.7767 | 0.7936 | 0.7851 | 0.9419 |
|
| 716 |
+
| 0.0043 | 658.0 | 342160 | 0.4735 | 0.7822 | 0.8057 | 0.7938 | 0.9435 |
|
| 717 |
+
| 0.0049 | 659.0 | 342680 | 0.4638 | 0.7843 | 0.8151 | 0.7994 | 0.9446 |
|
| 718 |
+
| 0.0043 | 660.0 | 343200 | 0.4595 | 0.7708 | 0.8008 | 0.7856 | 0.9411 |
|
| 719 |
+
| 0.0058 | 661.0 | 343720 | 0.4277 | 0.7775 | 0.8019 | 0.7895 | 0.9426 |
|
| 720 |
+
| 0.0048 | 662.0 | 344240 | 0.4611 | 0.7741 | 0.8116 | 0.7924 | 0.9428 |
|
| 721 |
+
| 0.0047 | 663.0 | 344760 | 0.4697 | 0.7779 | 0.7997 | 0.7887 | 0.9424 |
|
| 722 |
+
| 0.0045 | 664.0 | 345280 | 0.4369 | 0.7766 | 0.8005 | 0.7883 | 0.9425 |
|
| 723 |
+
| 0.006 | 665.0 | 345800 | 0.4545 | 0.7784 | 0.8026 | 0.7903 | 0.9425 |
|
| 724 |
+
| 0.0049 | 666.0 | 346320 | 0.4736 | 0.7727 | 0.8032 | 0.7876 | 0.9430 |
|
| 725 |
+
| 0.0047 | 667.0 | 346840 | 0.4505 | 0.7745 | 0.8061 | 0.7900 | 0.9426 |
|
| 726 |
+
| 0.0049 | 668.0 | 347360 | 0.4515 | 0.7761 | 0.8015 | 0.7886 | 0.9430 |
|
| 727 |
+
| 0.005 | 669.0 | 347880 | 0.4400 | 0.7756 | 0.8111 | 0.7930 | 0.9437 |
|
| 728 |
+
| 0.0054 | 670.0 | 348400 | 0.4679 | 0.7722 | 0.7929 | 0.7824 | 0.9421 |
|
| 729 |
+
| 0.0047 | 671.0 | 348920 | 0.4696 | 0.7868 | 0.8061 | 0.7963 | 0.9439 |
|
| 730 |
+
| 0.0038 | 672.0 | 349440 | 0.4620 | 0.7812 | 0.8052 | 0.7930 | 0.9437 |
|
| 731 |
+
| 0.0045 | 673.0 | 349960 | 0.4546 | 0.7831 | 0.7848 | 0.7840 | 0.9404 |
|
| 732 |
+
| 0.0052 | 674.0 | 350480 | 0.4835 | 0.7728 | 0.8124 | 0.7921 | 0.9434 |
|
| 733 |
+
| 0.0042 | 675.0 | 351000 | 0.4930 | 0.7822 | 0.8044 | 0.7931 | 0.9441 |
|
| 734 |
+
| 0.0037 | 676.0 | 351520 | 0.4767 | 0.7786 | 0.8115 | 0.7947 | 0.9438 |
|
| 735 |
+
| 0.0046 | 677.0 | 352040 | 0.4818 | 0.7797 | 0.8014 | 0.7904 | 0.9411 |
|
| 736 |
+
| 0.0045 | 678.0 | 352560 | 0.4852 | 0.7906 | 0.8062 | 0.7983 | 0.9440 |
|
| 737 |
+
| 0.0044 | 679.0 | 353080 | 0.5073 | 0.7783 | 0.8024 | 0.7902 | 0.9420 |
|
| 738 |
+
| 0.0039 | 680.0 | 353600 | 0.4421 | 0.7951 | 0.8057 | 0.8004 | 0.9451 |
|
| 739 |
+
| 0.005 | 681.0 | 354120 | 0.4663 | 0.7823 | 0.8205 | 0.8009 | 0.9445 |
|
| 740 |
+
| 0.0038 | 682.0 | 354640 | 0.4577 | 0.7876 | 0.8039 | 0.7957 | 0.9434 |
|
| 741 |
+
| 0.0041 | 683.0 | 355160 | 0.4623 | 0.7808 | 0.8080 | 0.7942 | 0.9434 |
|
| 742 |
+
| 0.0037 | 684.0 | 355680 | 0.4860 | 0.7773 | 0.7925 | 0.7848 | 0.9412 |
|
| 743 |
+
| 0.0044 | 685.0 | 356200 | 0.4679 | 0.7842 | 0.8077 | 0.7958 | 0.9436 |
|
| 744 |
+
| 0.0042 | 686.0 | 356720 | 0.4473 | 0.7731 | 0.8086 | 0.7904 | 0.9430 |
|
| 745 |
+
| 0.0047 | 687.0 | 357240 | 0.4836 | 0.7808 | 0.8089 | 0.7946 | 0.9436 |
|
| 746 |
+
| 0.004 | 688.0 | 357760 | 0.4495 | 0.7834 | 0.7952 | 0.7893 | 0.9423 |
|
| 747 |
+
| 0.0049 | 689.0 | 358280 | 0.4791 | 0.7801 | 0.8048 | 0.7922 | 0.9433 |
|
| 748 |
+
| 0.0036 | 690.0 | 358800 | 0.4855 | 0.7634 | 0.8084 | 0.7853 | 0.9422 |
|
| 749 |
+
| 0.0048 | 691.0 | 359320 | 0.4865 | 0.7837 | 0.8037 | 0.7936 | 0.9432 |
|
| 750 |
+
| 0.004 | 692.0 | 359840 | 0.4680 | 0.7816 | 0.8012 | 0.7913 | 0.9437 |
|
| 751 |
+
| 0.0047 | 693.0 | 360360 | 0.4721 | 0.7787 | 0.7978 | 0.7881 | 0.9425 |
|
| 752 |
+
| 0.0037 | 694.0 | 360880 | 0.4704 | 0.7778 | 0.8030 | 0.7902 | 0.9434 |
|
| 753 |
+
| 0.0036 | 695.0 | 361400 | 0.4707 | 0.7698 | 0.8113 | 0.7900 | 0.9438 |
|
| 754 |
+
| 0.0045 | 696.0 | 361920 | 0.4488 | 0.7851 | 0.8044 | 0.7946 | 0.9443 |
|
| 755 |
+
| 0.0041 | 697.0 | 362440 | 0.5005 | 0.7774 | 0.7967 | 0.7869 | 0.9417 |
|
| 756 |
+
| 0.0034 | 698.0 | 362960 | 0.4784 | 0.7801 | 0.8077 | 0.7937 | 0.9437 |
|
| 757 |
+
| 0.0041 | 699.0 | 363480 | 0.4791 | 0.7768 | 0.8005 | 0.7885 | 0.9422 |
|
| 758 |
+
| 0.0045 | 700.0 | 364000 | 0.4587 | 0.7760 | 0.8215 | 0.7981 | 0.9450 |
|
| 759 |
+
| 0.0035 | 701.0 | 364520 | 0.4851 | 0.7792 | 0.8079 | 0.7933 | 0.9441 |
|
| 760 |
+
| 0.0034 | 702.0 | 365040 | 0.4859 | 0.7908 | 0.7888 | 0.7898 | 0.9421 |
|
| 761 |
+
| 0.0041 | 703.0 | 365560 | 0.4964 | 0.7751 | 0.8024 | 0.7885 | 0.9422 |
|
| 762 |
+
| 0.0033 | 704.0 | 366080 | 0.4863 | 0.7691 | 0.7967 | 0.7827 | 0.9411 |
|
| 763 |
+
| 0.0045 | 705.0 | 366600 | 0.4547 | 0.7795 | 0.7965 | 0.7879 | 0.9433 |
|
| 764 |
+
| 0.0043 | 706.0 | 367120 | 0.4862 | 0.7767 | 0.8050 | 0.7906 | 0.9434 |
|
| 765 |
+
| 0.0034 | 707.0 | 367640 | 0.4892 | 0.7693 | 0.8039 | 0.7862 | 0.9423 |
|
| 766 |
+
| 0.0038 | 708.0 | 368160 | 0.4703 | 0.7781 | 0.8066 | 0.7921 | 0.9431 |
|
| 767 |
+
| 0.0035 | 709.0 | 368680 | 0.4716 | 0.7850 | 0.7942 | 0.7895 | 0.9424 |
|
| 768 |
+
| 0.0035 | 710.0 | 369200 | 0.4672 | 0.7775 | 0.8124 | 0.7945 | 0.9428 |
|
| 769 |
+
| 0.0041 | 711.0 | 369720 | 0.5014 | 0.7754 | 0.8140 | 0.7942 | 0.9444 |
|
| 770 |
+
| 0.0035 | 712.0 | 370240 | 0.4987 | 0.7757 | 0.8014 | 0.7883 | 0.9426 |
|
| 771 |
+
| 0.0036 | 713.0 | 370760 | 0.5049 | 0.7775 | 0.7952 | 0.7863 | 0.9422 |
|
| 772 |
+
| 0.0038 | 714.0 | 371280 | 0.4747 | 0.7827 | 0.7987 | 0.7906 | 0.9433 |
|
| 773 |
+
| 0.0031 | 715.0 | 371800 | 0.4566 | 0.7786 | 0.7915 | 0.7850 | 0.9419 |
|
| 774 |
+
| 0.0043 | 716.0 | 372320 | 0.4617 | 0.7930 | 0.8062 | 0.7995 | 0.9446 |
|
| 775 |
+
| 0.0034 | 717.0 | 372840 | 0.4720 | 0.7865 | 0.7861 | 0.7863 | 0.9422 |
|
| 776 |
+
| 0.0038 | 718.0 | 373360 | 0.4812 | 0.7887 | 0.7936 | 0.7911 | 0.9429 |
|
| 777 |
+
| 0.0038 | 719.0 | 373880 | 0.4793 | 0.7774 | 0.8062 | 0.7915 | 0.9436 |
|
| 778 |
+
| 0.0041 | 720.0 | 374400 | 0.4775 | 0.7740 | 0.8071 | 0.7902 | 0.9430 |
|
| 779 |
+
| 0.0035 | 721.0 | 374920 | 0.5073 | 0.7724 | 0.8129 | 0.7921 | 0.9430 |
|
| 780 |
+
| 0.0029 | 722.0 | 375440 | 0.4539 | 0.7826 | 0.7922 | 0.7874 | 0.9427 |
|
| 781 |
+
| 0.0032 | 723.0 | 375960 | 0.4669 | 0.7804 | 0.7918 | 0.7861 | 0.9426 |
|
| 782 |
+
| 0.0036 | 724.0 | 376480 | 0.4775 | 0.7781 | 0.7974 | 0.7876 | 0.9435 |
|
| 783 |
+
| 0.003 | 725.0 | 377000 | 0.4710 | 0.7808 | 0.7898 | 0.7853 | 0.9420 |
|
| 784 |
+
| 0.0031 | 726.0 | 377520 | 0.4927 | 0.7771 | 0.8006 | 0.7887 | 0.9428 |
|
| 785 |
+
| 0.0041 | 727.0 | 378040 | 0.4831 | 0.7915 | 0.8059 | 0.7986 | 0.9448 |
|
| 786 |
+
| 0.0033 | 728.0 | 378560 | 0.4735 | 0.7851 | 0.7965 | 0.7907 | 0.9421 |
|
| 787 |
+
| 0.0029 | 729.0 | 379080 | 0.4963 | 0.7759 | 0.8174 | 0.7961 | 0.9451 |
|
| 788 |
+
| 0.0029 | 730.0 | 379600 | 0.5143 | 0.7750 | 0.8028 | 0.7887 | 0.9422 |
|
| 789 |
+
| 0.0034 | 731.0 | 380120 | 0.5056 | 0.7753 | 0.8035 | 0.7892 | 0.9425 |
|
| 790 |
+
| 0.0028 | 732.0 | 380640 | 0.4975 | 0.7829 | 0.7983 | 0.7905 | 0.9435 |
|
| 791 |
+
| 0.0028 | 733.0 | 381160 | 0.4964 | 0.7752 | 0.8115 | 0.7929 | 0.9425 |
|
| 792 |
+
| 0.0033 | 734.0 | 381680 | 0.4829 | 0.7935 | 0.8012 | 0.7973 | 0.9444 |
|
| 793 |
+
| 0.0034 | 735.0 | 382200 | 0.4865 | 0.7796 | 0.8098 | 0.7945 | 0.9435 |
|
| 794 |
+
| 0.003 | 736.0 | 382720 | 0.4699 | 0.7797 | 0.8062 | 0.7927 | 0.9433 |
|
| 795 |
+
| 0.0032 | 737.0 | 383240 | 0.4915 | 0.7775 | 0.8050 | 0.7910 | 0.9435 |
|
| 796 |
+
| 0.0035 | 738.0 | 383760 | 0.5079 | 0.7820 | 0.8089 | 0.7953 | 0.9440 |
|
| 797 |
+
| 0.0033 | 739.0 | 384280 | 0.4585 | 0.7765 | 0.8006 | 0.7884 | 0.9426 |
|
| 798 |
+
| 0.0036 | 740.0 | 384800 | 0.4892 | 0.7849 | 0.8142 | 0.7993 | 0.9449 |
|
| 799 |
+
| 0.0029 | 741.0 | 385320 | 0.4818 | 0.7844 | 0.8071 | 0.7956 | 0.9431 |
|
| 800 |
+
| 0.0033 | 742.0 | 385840 | 0.4996 | 0.7852 | 0.8118 | 0.7983 | 0.9445 |
|
| 801 |
+
| 0.003 | 743.0 | 386360 | 0.4846 | 0.7856 | 0.8124 | 0.7988 | 0.9441 |
|
| 802 |
+
| 0.0029 | 744.0 | 386880 | 0.4995 | 0.7706 | 0.8116 | 0.7906 | 0.9435 |
|
| 803 |
+
| 0.0033 | 745.0 | 387400 | 0.4778 | 0.7862 | 0.7965 | 0.7913 | 0.9431 |
|
| 804 |
+
| 0.0036 | 746.0 | 387920 | 0.4752 | 0.7892 | 0.7976 | 0.7934 | 0.9434 |
|
| 805 |
+
| 0.0028 | 747.0 | 388440 | 0.4858 | 0.7749 | 0.8071 | 0.7907 | 0.9427 |
|
| 806 |
+
| 0.0029 | 748.0 | 388960 | 0.4840 | 0.7711 | 0.8185 | 0.7941 | 0.9436 |
|
| 807 |
+
| 0.0031 | 749.0 | 389480 | 0.5069 | 0.7658 | 0.8158 | 0.7900 | 0.9427 |
|
| 808 |
+
| 0.003 | 750.0 | 390000 | 0.4806 | 0.7851 | 0.8005 | 0.7927 | 0.9429 |
|
| 809 |
+
| 0.0031 | 751.0 | 390520 | 0.4754 | 0.7753 | 0.8104 | 0.7925 | 0.9436 |
|
| 810 |
+
| 0.0027 | 752.0 | 391040 | 0.4699 | 0.7861 | 0.8070 | 0.7964 | 0.9442 |
|
| 811 |
+
| 0.0032 | 753.0 | 391560 | 0.4790 | 0.7837 | 0.8125 | 0.7979 | 0.9447 |
|
| 812 |
+
| 0.003 | 754.0 | 392080 | 0.4690 | 0.7867 | 0.8030 | 0.7948 | 0.9439 |
|
| 813 |
+
| 0.0028 | 755.0 | 392600 | 0.4827 | 0.7888 | 0.8026 | 0.7957 | 0.9445 |
|
| 814 |
+
| 0.0025 | 756.0 | 393120 | 0.4871 | 0.7826 | 0.8170 | 0.7995 | 0.9452 |
|
| 815 |
+
| 0.0025 | 757.0 | 393640 | 0.4791 | 0.7820 | 0.8192 | 0.8002 | 0.9450 |
|
| 816 |
+
| 0.0033 | 758.0 | 394160 | 0.4757 | 0.7826 | 0.8053 | 0.7938 | 0.9438 |
|
| 817 |
+
| 0.0029 | 759.0 | 394680 | 0.4636 | 0.7875 | 0.8057 | 0.7965 | 0.9437 |
|
| 818 |
+
| 0.0034 | 760.0 | 395200 | 0.4759 | 0.7803 | 0.8066 | 0.7932 | 0.9438 |
|
| 819 |
+
| 0.0024 | 761.0 | 395720 | 0.4848 | 0.7756 | 0.8088 | 0.7919 | 0.9431 |
|
| 820 |
+
| 0.0026 | 762.0 | 396240 | 0.4776 | 0.7730 | 0.8124 | 0.7922 | 0.9435 |
|
| 821 |
+
| 0.0032 | 763.0 | 396760 | 0.4818 | 0.7826 | 0.8167 | 0.7993 | 0.9452 |
|
| 822 |
+
| 0.0028 | 764.0 | 397280 | 0.4822 | 0.7840 | 0.8066 | 0.7951 | 0.9447 |
|
| 823 |
+
| 0.0026 | 765.0 | 397800 | 0.4878 | 0.7831 | 0.8097 | 0.7962 | 0.9438 |
|
| 824 |
+
| 0.0021 | 766.0 | 398320 | 0.5220 | 0.7819 | 0.7972 | 0.7895 | 0.9421 |
|
| 825 |
+
| 0.0024 | 767.0 | 398840 | 0.4697 | 0.7918 | 0.8035 | 0.7976 | 0.9444 |
|
| 826 |
+
| 0.0029 | 768.0 | 399360 | 0.4917 | 0.7859 | 0.8019 | 0.7938 | 0.9440 |
|
| 827 |
+
| 0.0026 | 769.0 | 399880 | 0.4790 | 0.7830 | 0.8097 | 0.7961 | 0.9437 |
|
| 828 |
+
| 0.0026 | 770.0 | 400400 | 0.5006 | 0.7843 | 0.8061 | 0.7950 | 0.9440 |
|
| 829 |
+
| 0.0025 | 771.0 | 400920 | 0.4927 | 0.7815 | 0.8062 | 0.7937 | 0.9440 |
|
| 830 |
+
| 0.0029 | 772.0 | 401440 | 0.4803 | 0.7933 | 0.7956 | 0.7945 | 0.9437 |
|
| 831 |
+
| 0.0027 | 773.0 | 401960 | 0.4923 | 0.7796 | 0.8095 | 0.7942 | 0.9441 |
|
| 832 |
+
| 0.0026 | 774.0 | 402480 | 0.4680 | 0.7795 | 0.7943 | 0.7868 | 0.9417 |
|
| 833 |
+
| 0.0021 | 775.0 | 403000 | 0.5078 | 0.7827 | 0.8032 | 0.7928 | 0.9428 |
|
| 834 |
+
| 0.0026 | 776.0 | 403520 | 0.5023 | 0.7874 | 0.7943 | 0.7909 | 0.9428 |
|
| 835 |
+
| 0.0027 | 777.0 | 404040 | 0.5145 | 0.7778 | 0.8012 | 0.7893 | 0.9425 |
|
| 836 |
+
| 0.0022 | 778.0 | 404560 | 0.5007 | 0.7882 | 0.8023 | 0.7952 | 0.9437 |
|
| 837 |
+
| 0.0021 | 779.0 | 405080 | 0.4810 | 0.7829 | 0.8080 | 0.7953 | 0.9434 |
|
| 838 |
+
| 0.0027 | 780.0 | 405600 | 0.5026 | 0.7823 | 0.7987 | 0.7904 | 0.9424 |
|
| 839 |
+
| 0.002 | 781.0 | 406120 | 0.5051 | 0.7836 | 0.8066 | 0.7949 | 0.9432 |
|
| 840 |
+
| 0.0022 | 782.0 | 406640 | 0.5089 | 0.7864 | 0.8064 | 0.7963 | 0.9437 |
|
| 841 |
+
| 0.0023 | 783.0 | 407160 | 0.5050 | 0.7819 | 0.8104 | 0.7959 | 0.9435 |
|
| 842 |
+
| 0.0021 | 784.0 | 407680 | 0.5003 | 0.7864 | 0.8001 | 0.7932 | 0.9426 |
|
| 843 |
+
| 0.0024 | 785.0 | 408200 | 0.5247 | 0.7869 | 0.8138 | 0.8001 | 0.9436 |
|
| 844 |
+
| 0.0024 | 786.0 | 408720 | 0.5103 | 0.7942 | 0.8089 | 0.8015 | 0.9451 |
|
| 845 |
+
| 0.0021 | 787.0 | 409240 | 0.5133 | 0.7839 | 0.7938 | 0.7888 | 0.9422 |
|
| 846 |
+
| 0.0023 | 788.0 | 409760 | 0.4880 | 0.7840 | 0.8061 | 0.7949 | 0.9434 |
|
| 847 |
+
| 0.0025 | 789.0 | 410280 | 0.4878 | 0.7877 | 0.8097 | 0.7985 | 0.9442 |
|
| 848 |
+
| 0.0023 | 790.0 | 410800 | 0.5244 | 0.7872 | 0.8001 | 0.7936 | 0.9429 |
|
| 849 |
+
| 0.0022 | 791.0 | 411320 | 0.5281 | 0.7815 | 0.7994 | 0.7903 | 0.9422 |
|
| 850 |
+
| 0.002 | 792.0 | 411840 | 0.5082 | 0.7838 | 0.8095 | 0.7964 | 0.9431 |
|
| 851 |
+
| 0.0022 | 793.0 | 412360 | 0.5274 | 0.7810 | 0.8046 | 0.7926 | 0.9430 |
|
| 852 |
+
| 0.0018 | 794.0 | 412880 | 0.5084 | 0.7843 | 0.7983 | 0.7913 | 0.9429 |
|
| 853 |
+
| 0.0026 | 795.0 | 413400 | 0.5298 | 0.7826 | 0.7988 | 0.7907 | 0.9416 |
|
| 854 |
+
| 0.0021 | 796.0 | 413920 | 0.5196 | 0.7835 | 0.8010 | 0.7922 | 0.9427 |
|
| 855 |
+
| 0.0024 | 797.0 | 414440 | 0.5358 | 0.7731 | 0.8124 | 0.7922 | 0.9430 |
|
| 856 |
+
| 0.0017 | 798.0 | 414960 | 0.4904 | 0.7797 | 0.8077 | 0.7935 | 0.9441 |
|
| 857 |
+
| 0.0029 | 799.0 | 415480 | 0.5193 | 0.7806 | 0.8053 | 0.7928 | 0.9428 |
|
| 858 |
+
| 0.0024 | 800.0 | 416000 | 0.5069 | 0.7796 | 0.8024 | 0.7908 | 0.9434 |
|
| 859 |
+
| 0.002 | 801.0 | 416520 | 0.5069 | 0.7902 | 0.8008 | 0.7955 | 0.9430 |
|
| 860 |
+
| 0.0017 | 802.0 | 417040 | 0.5409 | 0.7788 | 0.7988 | 0.7887 | 0.9423 |
|
| 861 |
+
| 0.0022 | 803.0 | 417560 | 0.5414 | 0.7779 | 0.7992 | 0.7884 | 0.9424 |
|
| 862 |
+
| 0.0024 | 804.0 | 418080 | 0.4882 | 0.7765 | 0.8097 | 0.7927 | 0.9433 |
|
| 863 |
+
| 0.0019 | 805.0 | 418600 | 0.5069 | 0.7893 | 0.8048 | 0.7970 | 0.9435 |
|
| 864 |
+
| 0.0016 | 806.0 | 419120 | 0.5426 | 0.7868 | 0.7983 | 0.7925 | 0.9430 |
|
| 865 |
+
| 0.0019 | 807.0 | 419640 | 0.5116 | 0.7819 | 0.8039 | 0.7928 | 0.9428 |
|
| 866 |
+
| 0.002 | 808.0 | 420160 | 0.4871 | 0.7843 | 0.8008 | 0.7925 | 0.9429 |
|
| 867 |
+
| 0.0017 | 809.0 | 420680 | 0.5280 | 0.7712 | 0.8142 | 0.7921 | 0.9434 |
|
| 868 |
+
| 0.0019 | 810.0 | 421200 | 0.5154 | 0.7773 | 0.8125 | 0.7945 | 0.9439 |
|
| 869 |
+
| 0.0016 | 811.0 | 421720 | 0.5632 | 0.7728 | 0.8026 | 0.7875 | 0.9417 |
|
| 870 |
+
| 0.0017 | 812.0 | 422240 | 0.5267 | 0.7773 | 0.7976 | 0.7873 | 0.9428 |
|
| 871 |
+
| 0.0018 | 813.0 | 422760 | 0.5003 | 0.7879 | 0.7992 | 0.7935 | 0.9442 |
|
| 872 |
+
| 0.0022 | 814.0 | 423280 | 0.5062 | 0.7846 | 0.8008 | 0.7926 | 0.9437 |
|
| 873 |
+
| 0.0015 | 815.0 | 423800 | 0.5395 | 0.7840 | 0.8071 | 0.7954 | 0.9441 |
|
| 874 |
+
| 0.002 | 816.0 | 424320 | 0.5270 | 0.7830 | 0.8055 | 0.7941 | 0.9439 |
|
| 875 |
+
| 0.0016 | 817.0 | 424840 | 0.5060 | 0.7858 | 0.8071 | 0.7963 | 0.9442 |
|
| 876 |
+
| 0.0021 | 818.0 | 425360 | 0.5141 | 0.7891 | 0.8059 | 0.7974 | 0.9437 |
|
| 877 |
+
| 0.0021 | 819.0 | 425880 | 0.5058 | 0.7853 | 0.8042 | 0.7947 | 0.9436 |
|
| 878 |
+
| 0.0017 | 820.0 | 426400 | 0.5217 | 0.7838 | 0.7997 | 0.7917 | 0.9435 |
|
| 879 |
+
| 0.002 | 821.0 | 426920 | 0.5165 | 0.7843 | 0.8048 | 0.7944 | 0.9438 |
|
| 880 |
+
| 0.0018 | 822.0 | 427440 | 0.5249 | 0.7768 | 0.8111 | 0.7936 | 0.9438 |
|
| 881 |
+
| 0.0015 | 823.0 | 427960 | 0.5402 | 0.7813 | 0.7927 | 0.7870 | 0.9424 |
|
| 882 |
+
| 0.0017 | 824.0 | 428480 | 0.5269 | 0.7859 | 0.8077 | 0.7966 | 0.9446 |
|
| 883 |
+
| 0.0018 | 825.0 | 429000 | 0.5150 | 0.7879 | 0.8015 | 0.7947 | 0.9436 |
|
| 884 |
+
| 0.0017 | 826.0 | 429520 | 0.5044 | 0.7843 | 0.8107 | 0.7973 | 0.9444 |
|
| 885 |
+
| 0.0016 | 827.0 | 430040 | 0.5334 | 0.7830 | 0.8014 | 0.7921 | 0.9424 |
|
| 886 |
+
| 0.0017 | 828.0 | 430560 | 0.5178 | 0.7831 | 0.8023 | 0.7926 | 0.9435 |
|
| 887 |
+
| 0.0017 | 829.0 | 431080 | 0.5361 | 0.7824 | 0.8012 | 0.7917 | 0.9438 |
|
| 888 |
+
| 0.0012 | 830.0 | 431600 | 0.5590 | 0.7793 | 0.8012 | 0.7901 | 0.9431 |
|
| 889 |
+
| 0.0016 | 831.0 | 432120 | 0.5158 | 0.7868 | 0.8015 | 0.7941 | 0.9443 |
|
| 890 |
+
| 0.0016 | 832.0 | 432640 | 0.5432 | 0.7824 | 0.8086 | 0.7953 | 0.9443 |
|
| 891 |
+
| 0.0019 | 833.0 | 433160 | 0.5160 | 0.7841 | 0.7987 | 0.7913 | 0.9433 |
|
| 892 |
+
| 0.0014 | 834.0 | 433680 | 0.5357 | 0.7889 | 0.8134 | 0.8010 | 0.9445 |
|
| 893 |
+
| 0.0011 | 835.0 | 434200 | 0.5383 | 0.7862 | 0.8206 | 0.8031 | 0.9444 |
|
| 894 |
+
| 0.0013 | 836.0 | 434720 | 0.5319 | 0.7902 | 0.8019 | 0.7960 | 0.9434 |
|
| 895 |
+
| 0.0015 | 837.0 | 435240 | 0.5001 | 0.7817 | 0.8116 | 0.7964 | 0.9448 |
|
| 896 |
+
| 0.002 | 838.0 | 435760 | 0.5198 | 0.7973 | 0.8075 | 0.8024 | 0.9455 |
|
| 897 |
+
| 0.0017 | 839.0 | 436280 | 0.5100 | 0.7843 | 0.8055 | 0.7948 | 0.9451 |
|
| 898 |
+
| 0.0014 | 840.0 | 436800 | 0.5210 | 0.7784 | 0.8086 | 0.7932 | 0.9443 |
|
| 899 |
+
| 0.0014 | 841.0 | 437320 | 0.5262 | 0.7833 | 0.8061 | 0.7945 | 0.9439 |
|
| 900 |
+
| 0.0015 | 842.0 | 437840 | 0.5150 | 0.7873 | 0.8086 | 0.7978 | 0.9446 |
|
| 901 |
+
| 0.002 | 843.0 | 438360 | 0.5036 | 0.7758 | 0.8113 | 0.7931 | 0.9443 |
|
| 902 |
+
| 0.0019 | 844.0 | 438880 | 0.5070 | 0.7836 | 0.8028 | 0.7931 | 0.9438 |
|
| 903 |
+
| 0.0012 | 845.0 | 439400 | 0.5198 | 0.7897 | 0.8131 | 0.8012 | 0.9451 |
|
| 904 |
+
| 0.0015 | 846.0 | 439920 | 0.5003 | 0.7850 | 0.8080 | 0.7963 | 0.9442 |
|
| 905 |
+
| 0.0016 | 847.0 | 440440 | 0.5000 | 0.7821 | 0.8120 | 0.7968 | 0.9447 |
|
| 906 |
+
| 0.0017 | 848.0 | 440960 | 0.5236 | 0.7768 | 0.8015 | 0.7890 | 0.9438 |
|
| 907 |
+
| 0.0016 | 849.0 | 441480 | 0.5229 | 0.7808 | 0.8059 | 0.7932 | 0.9444 |
|
| 908 |
+
| 0.001 | 850.0 | 442000 | 0.5358 | 0.7870 | 0.8073 | 0.7970 | 0.9448 |
|
| 909 |
+
| 0.0014 | 851.0 | 442520 | 0.5339 | 0.7800 | 0.8057 | 0.7926 | 0.9437 |
|
| 910 |
+
| 0.0018 | 852.0 | 443040 | 0.5107 | 0.7880 | 0.8006 | 0.7943 | 0.9435 |
|
| 911 |
+
| 0.0013 | 853.0 | 443560 | 0.5188 | 0.7806 | 0.7927 | 0.7866 | 0.9420 |
|
| 912 |
+
| 0.0014 | 854.0 | 444080 | 0.5285 | 0.7841 | 0.8097 | 0.7967 | 0.9443 |
|
| 913 |
+
| 0.001 | 855.0 | 444600 | 0.5326 | 0.7853 | 0.8115 | 0.7982 | 0.9448 |
|
| 914 |
+
| 0.0011 | 856.0 | 445120 | 0.5471 | 0.7871 | 0.7956 | 0.7913 | 0.9431 |
|
| 915 |
+
| 0.0015 | 857.0 | 445640 | 0.5418 | 0.7804 | 0.8057 | 0.7928 | 0.9430 |
|
| 916 |
+
| 0.001 | 858.0 | 446160 | 0.5438 | 0.7830 | 0.8070 | 0.7948 | 0.9435 |
|
| 917 |
+
| 0.0011 | 859.0 | 446680 | 0.5315 | 0.7828 | 0.8062 | 0.7944 | 0.9431 |
|
| 918 |
+
| 0.0015 | 860.0 | 447200 | 0.5425 | 0.7890 | 0.8095 | 0.7991 | 0.9445 |
|
| 919 |
+
| 0.0013 | 861.0 | 447720 | 0.5770 | 0.7825 | 0.8086 | 0.7953 | 0.9435 |
|
| 920 |
+
| 0.0013 | 862.0 | 448240 | 0.5546 | 0.7845 | 0.7958 | 0.7901 | 0.9428 |
|
| 921 |
+
| 0.0014 | 863.0 | 448760 | 0.5263 | 0.7838 | 0.8023 | 0.7929 | 0.9439 |
|
| 922 |
+
| 0.0013 | 864.0 | 449280 | 0.5056 | 0.7846 | 0.8008 | 0.7926 | 0.9434 |
|
| 923 |
+
| 0.0013 | 865.0 | 449800 | 0.5356 | 0.7845 | 0.8062 | 0.7952 | 0.9440 |
|
| 924 |
+
| 0.0012 | 866.0 | 450320 | 0.5385 | 0.7818 | 0.8032 | 0.7923 | 0.9435 |
|
| 925 |
+
| 0.001 | 867.0 | 450840 | 0.5286 | 0.7800 | 0.7969 | 0.7883 | 0.9428 |
|
| 926 |
+
| 0.0014 | 868.0 | 451360 | 0.5331 | 0.7799 | 0.8079 | 0.7936 | 0.9441 |
|
| 927 |
+
| 0.0011 | 869.0 | 451880 | 0.5410 | 0.7826 | 0.8057 | 0.7940 | 0.9437 |
|
| 928 |
+
| 0.0011 | 870.0 | 452400 | 0.5395 | 0.7755 | 0.8088 | 0.7918 | 0.9430 |
|
| 929 |
+
| 0.0012 | 871.0 | 452920 | 0.5212 | 0.7873 | 0.8039 | 0.7955 | 0.9448 |
|
| 930 |
+
| 0.0012 | 872.0 | 453440 | 0.5359 | 0.7830 | 0.8059 | 0.7943 | 0.9445 |
|
| 931 |
+
| 0.0011 | 873.0 | 453960 | 0.5537 | 0.7887 | 0.8024 | 0.7955 | 0.9446 |
|
| 932 |
+
| 0.0008 | 874.0 | 454480 | 0.5254 | 0.7856 | 0.8035 | 0.7944 | 0.9443 |
|
| 933 |
+
| 0.0012 | 875.0 | 455000 | 0.5510 | 0.7899 | 0.7967 | 0.7933 | 0.9429 |
|
| 934 |
+
| 0.0014 | 876.0 | 455520 | 0.5385 | 0.7912 | 0.8088 | 0.7999 | 0.9446 |
|
| 935 |
+
| 0.0011 | 877.0 | 456040 | 0.5321 | 0.7839 | 0.8055 | 0.7946 | 0.9436 |
|
| 936 |
+
| 0.0009 | 878.0 | 456560 | 0.5357 | 0.7860 | 0.8042 | 0.7950 | 0.9440 |
|
| 937 |
+
| 0.0013 | 879.0 | 457080 | 0.5315 | 0.7826 | 0.8084 | 0.7953 | 0.9443 |
|
| 938 |
+
| 0.0012 | 880.0 | 457600 | 0.5409 | 0.7851 | 0.8057 | 0.7952 | 0.9439 |
|
| 939 |
+
| 0.0009 | 881.0 | 458120 | 0.5472 | 0.7851 | 0.8077 | 0.7962 | 0.9441 |
|
| 940 |
+
| 0.001 | 882.0 | 458640 | 0.5349 | 0.7854 | 0.8059 | 0.7955 | 0.9433 |
|
| 941 |
+
| 0.0012 | 883.0 | 459160 | 0.5404 | 0.7852 | 0.8012 | 0.7931 | 0.9440 |
|
| 942 |
+
| 0.001 | 884.0 | 459680 | 0.5572 | 0.7836 | 0.8084 | 0.7958 | 0.9434 |
|
| 943 |
+
| 0.0009 | 885.0 | 460200 | 0.5652 | 0.7787 | 0.7963 | 0.7874 | 0.9427 |
|
| 944 |
+
| 0.0009 | 886.0 | 460720 | 0.5365 | 0.7888 | 0.8084 | 0.7985 | 0.9441 |
|
| 945 |
+
| 0.0012 | 887.0 | 461240 | 0.5325 | 0.7813 | 0.8046 | 0.7928 | 0.9436 |
|
| 946 |
+
| 0.0011 | 888.0 | 461760 | 0.5601 | 0.7817 | 0.8068 | 0.7940 | 0.9437 |
|
| 947 |
+
| 0.0008 | 889.0 | 462280 | 0.5492 | 0.7869 | 0.8052 | 0.7959 | 0.9448 |
|
| 948 |
+
| 0.001 | 890.0 | 462800 | 0.5374 | 0.7904 | 0.8107 | 0.8004 | 0.9455 |
|
| 949 |
+
| 0.001 | 891.0 | 463320 | 0.5533 | 0.7864 | 0.8068 | 0.7964 | 0.9447 |
|
| 950 |
+
| 0.0005 | 892.0 | 463840 | 0.5642 | 0.7808 | 0.8057 | 0.7931 | 0.9441 |
|
| 951 |
+
| 0.001 | 893.0 | 464360 | 0.5704 | 0.7898 | 0.8041 | 0.7969 | 0.9442 |
|
| 952 |
+
| 0.0008 | 894.0 | 464880 | 0.5547 | 0.7872 | 0.8050 | 0.7960 | 0.9442 |
|
| 953 |
+
| 0.001 | 895.0 | 465400 | 0.5454 | 0.7899 | 0.8084 | 0.7990 | 0.9448 |
|
| 954 |
+
| 0.001 | 896.0 | 465920 | 0.5478 | 0.7870 | 0.8082 | 0.7974 | 0.9445 |
|
| 955 |
+
| 0.0007 | 897.0 | 466440 | 0.5703 | 0.7875 | 0.8001 | 0.7937 | 0.9428 |
|
| 956 |
+
| 0.001 | 898.0 | 466960 | 0.5648 | 0.7850 | 0.8037 | 0.7943 | 0.9438 |
|
| 957 |
+
| 0.0007 | 899.0 | 467480 | 0.5623 | 0.7880 | 0.8075 | 0.7977 | 0.9441 |
|
| 958 |
+
| 0.0008 | 900.0 | 468000 | 0.5663 | 0.7864 | 0.8113 | 0.7986 | 0.9443 |
|
| 959 |
+
| 0.0006 | 901.0 | 468520 | 0.5760 | 0.7866 | 0.8014 | 0.7939 | 0.9441 |
|
| 960 |
+
| 0.0007 | 902.0 | 469040 | 0.5674 | 0.7898 | 0.8111 | 0.8003 | 0.9444 |
|
| 961 |
+
| 0.0009 | 903.0 | 469560 | 0.5633 | 0.7887 | 0.8019 | 0.7952 | 0.9444 |
|
| 962 |
+
| 0.0008 | 904.0 | 470080 | 0.5690 | 0.7863 | 0.8023 | 0.7942 | 0.9432 |
|
| 963 |
+
| 0.0008 | 905.0 | 470600 | 0.5754 | 0.7807 | 0.8124 | 0.7962 | 0.9438 |
|
| 964 |
+
| 0.0006 | 906.0 | 471120 | 0.5822 | 0.7881 | 0.8124 | 0.8000 | 0.9443 |
|
| 965 |
+
| 0.0009 | 907.0 | 471640 | 0.5614 | 0.7870 | 0.8044 | 0.7956 | 0.9433 |
|
| 966 |
+
| 0.0008 | 908.0 | 472160 | 0.5665 | 0.7804 | 0.8039 | 0.7920 | 0.9430 |
|
| 967 |
+
| 0.0006 | 909.0 | 472680 | 0.5720 | 0.7901 | 0.8080 | 0.7990 | 0.9444 |
|
| 968 |
+
| 0.0007 | 910.0 | 473200 | 0.5636 | 0.7876 | 0.8138 | 0.8005 | 0.9447 |
|
| 969 |
+
| 0.0009 | 911.0 | 473720 | 0.5610 | 0.7913 | 0.7988 | 0.7951 | 0.9435 |
|
| 970 |
+
| 0.0008 | 912.0 | 474240 | 0.5528 | 0.7927 | 0.8100 | 0.8013 | 0.9448 |
|
| 971 |
+
| 0.0007 | 913.0 | 474760 | 0.5575 | 0.7867 | 0.8071 | 0.7968 | 0.9442 |
|
| 972 |
+
| 0.0005 | 914.0 | 475280 | 0.5858 | 0.7803 | 0.8001 | 0.7901 | 0.9429 |
|
| 973 |
+
| 0.0005 | 915.0 | 475800 | 0.5807 | 0.7849 | 0.8052 | 0.7949 | 0.9435 |
|
| 974 |
+
| 0.0005 | 916.0 | 476320 | 0.5786 | 0.7809 | 0.8088 | 0.7946 | 0.9440 |
|
| 975 |
+
| 0.0005 | 917.0 | 476840 | 0.5570 | 0.7927 | 0.8052 | 0.7989 | 0.9443 |
|
| 976 |
+
| 0.0008 | 918.0 | 477360 | 0.5720 | 0.7864 | 0.8174 | 0.8016 | 0.9448 |
|
| 977 |
+
| 0.0005 | 919.0 | 477880 | 0.5925 | 0.7864 | 0.8129 | 0.7994 | 0.9438 |
|
| 978 |
+
| 0.0006 | 920.0 | 478400 | 0.5770 | 0.7897 | 0.8055 | 0.7975 | 0.9439 |
|
| 979 |
+
| 0.0009 | 921.0 | 478920 | 0.5854 | 0.7831 | 0.8053 | 0.7940 | 0.9436 |
|
| 980 |
+
| 0.0006 | 922.0 | 479440 | 0.5683 | 0.7786 | 0.8111 | 0.7945 | 0.9436 |
|
| 981 |
+
| 0.0008 | 923.0 | 479960 | 0.5622 | 0.7859 | 0.8050 | 0.7953 | 0.9436 |
|
| 982 |
+
| 0.0008 | 924.0 | 480480 | 0.5743 | 0.7827 | 0.8017 | 0.7921 | 0.9426 |
|
| 983 |
+
| 0.0007 | 925.0 | 481000 | 0.5672 | 0.7830 | 0.8118 | 0.7972 | 0.9441 |
|
| 984 |
+
| 0.0007 | 926.0 | 481520 | 0.5575 | 0.7891 | 0.8068 | 0.7979 | 0.9446 |
|
| 985 |
+
| 0.0009 | 927.0 | 482040 | 0.5393 | 0.7885 | 0.8032 | 0.7958 | 0.9442 |
|
| 986 |
+
| 0.0005 | 928.0 | 482560 | 0.5429 | 0.7895 | 0.8053 | 0.7974 | 0.9441 |
|
| 987 |
+
| 0.0006 | 929.0 | 483080 | 0.5377 | 0.7880 | 0.8127 | 0.8002 | 0.9443 |
|
| 988 |
+
| 0.0005 | 930.0 | 483600 | 0.5569 | 0.7827 | 0.8100 | 0.7961 | 0.9442 |
|
| 989 |
+
| 0.0005 | 931.0 | 484120 | 0.5544 | 0.7902 | 0.8172 | 0.8035 | 0.9455 |
|
| 990 |
+
| 0.0004 | 932.0 | 484640 | 0.5633 | 0.7883 | 0.8115 | 0.7997 | 0.9450 |
|
| 991 |
+
| 0.0008 | 933.0 | 485160 | 0.5572 | 0.7918 | 0.8053 | 0.7985 | 0.9447 |
|
| 992 |
+
| 0.0005 | 934.0 | 485680 | 0.5655 | 0.7894 | 0.8125 | 0.8008 | 0.9453 |
|
| 993 |
+
| 0.0007 | 935.0 | 486200 | 0.5649 | 0.7916 | 0.8140 | 0.8026 | 0.9456 |
|
| 994 |
+
| 0.0005 | 936.0 | 486720 | 0.5587 | 0.7934 | 0.8079 | 0.8006 | 0.9446 |
|
| 995 |
+
| 0.0006 | 937.0 | 487240 | 0.5575 | 0.7911 | 0.8033 | 0.7972 | 0.9440 |
|
| 996 |
+
| 0.0006 | 938.0 | 487760 | 0.5634 | 0.7902 | 0.8066 | 0.7983 | 0.9442 |
|
| 997 |
+
| 0.0005 | 939.0 | 488280 | 0.5571 | 0.7815 | 0.8066 | 0.7939 | 0.9438 |
|
| 998 |
+
| 0.0005 | 940.0 | 488800 | 0.5634 | 0.7860 | 0.8050 | 0.7954 | 0.9439 |
|
| 999 |
+
| 0.0004 | 941.0 | 489320 | 0.5643 | 0.7872 | 0.8008 | 0.7940 | 0.9437 |
|
| 1000 |
+
| 0.0005 | 942.0 | 489840 | 0.5794 | 0.7837 | 0.8033 | 0.7934 | 0.9443 |
|
| 1001 |
+
| 0.0005 | 943.0 | 490360 | 0.5869 | 0.7888 | 0.7972 | 0.7930 | 0.9437 |
|
| 1002 |
+
| 0.0005 | 944.0 | 490880 | 0.5844 | 0.7915 | 0.8028 | 0.7971 | 0.9446 |
|
| 1003 |
+
| 0.0005 | 945.0 | 491400 | 0.5886 | 0.7862 | 0.7927 | 0.7895 | 0.9428 |
|
| 1004 |
+
| 0.0007 | 946.0 | 491920 | 0.5734 | 0.7893 | 0.8088 | 0.7989 | 0.9446 |
|
| 1005 |
+
| 0.0005 | 947.0 | 492440 | 0.5650 | 0.7890 | 0.8066 | 0.7977 | 0.9445 |
|
| 1006 |
+
| 0.0006 | 948.0 | 492960 | 0.5746 | 0.7860 | 0.8064 | 0.7961 | 0.9446 |
|
| 1007 |
+
| 0.0003 | 949.0 | 493480 | 0.5841 | 0.7841 | 0.8129 | 0.7982 | 0.9448 |
|
| 1008 |
+
| 0.0003 | 950.0 | 494000 | 0.5956 | 0.7885 | 0.8089 | 0.7986 | 0.9447 |
|
| 1009 |
+
| 0.0004 | 951.0 | 494520 | 0.5897 | 0.7917 | 0.8062 | 0.7989 | 0.9447 |
|
| 1010 |
+
| 0.0003 | 952.0 | 495040 | 0.5924 | 0.7867 | 0.8097 | 0.7980 | 0.9448 |
|
| 1011 |
+
| 0.0004 | 953.0 | 495560 | 0.5905 | 0.7889 | 0.8033 | 0.7960 | 0.9443 |
|
| 1012 |
+
| 0.0004 | 954.0 | 496080 | 0.5976 | 0.7863 | 0.8042 | 0.7952 | 0.9442 |
|
| 1013 |
+
| 0.0002 | 955.0 | 496600 | 0.6000 | 0.7878 | 0.8075 | 0.7975 | 0.9445 |
|
| 1014 |
+
| 0.0004 | 956.0 | 497120 | 0.6010 | 0.7976 | 0.8082 | 0.8029 | 0.9450 |
|
| 1015 |
+
| 0.0007 | 957.0 | 497640 | 0.5935 | 0.7875 | 0.8070 | 0.7971 | 0.9442 |
|
| 1016 |
+
| 0.0003 | 958.0 | 498160 | 0.5968 | 0.7851 | 0.8086 | 0.7967 | 0.9441 |
|
| 1017 |
+
| 0.0004 | 959.0 | 498680 | 0.5815 | 0.7913 | 0.8042 | 0.7977 | 0.9442 |
|
| 1018 |
+
| 0.0004 | 960.0 | 499200 | 0.5898 | 0.7871 | 0.8070 | 0.7969 | 0.9441 |
|
| 1019 |
+
| 0.0003 | 961.0 | 499720 | 0.5961 | 0.7874 | 0.8075 | 0.7973 | 0.9442 |
|
| 1020 |
+
| 0.0002 | 962.0 | 500240 | 0.6005 | 0.7888 | 0.8100 | 0.7993 | 0.9445 |
|
| 1021 |
+
| 0.0007 | 963.0 | 500760 | 0.5792 | 0.7913 | 0.8079 | 0.7995 | 0.9445 |
|
| 1022 |
+
| 0.0004 | 964.0 | 501280 | 0.5876 | 0.7915 | 0.8053 | 0.7984 | 0.9443 |
|
| 1023 |
+
| 0.0003 | 965.0 | 501800 | 0.5843 | 0.7889 | 0.8041 | 0.7964 | 0.9443 |
|
| 1024 |
+
| 0.0004 | 966.0 | 502320 | 0.5856 | 0.7859 | 0.8046 | 0.7952 | 0.9438 |
|
| 1025 |
+
| 0.0004 | 967.0 | 502840 | 0.5825 | 0.7883 | 0.7987 | 0.7935 | 0.9430 |
|
| 1026 |
+
| 0.0004 | 968.0 | 503360 | 0.5801 | 0.7857 | 0.8050 | 0.7952 | 0.9441 |
|
| 1027 |
+
| 0.0004 | 969.0 | 503880 | 0.5811 | 0.7931 | 0.8071 | 0.8001 | 0.9446 |
|
| 1028 |
+
| 0.0004 | 970.0 | 504400 | 0.5765 | 0.7907 | 0.8048 | 0.7977 | 0.9443 |
|
| 1029 |
+
| 0.0004 | 971.0 | 504920 | 0.5708 | 0.7909 | 0.8066 | 0.7987 | 0.9446 |
|
| 1030 |
+
| 0.0005 | 972.0 | 505440 | 0.5740 | 0.7916 | 0.8098 | 0.8006 | 0.9448 |
|
| 1031 |
+
| 0.0003 | 973.0 | 505960 | 0.5704 | 0.7909 | 0.8066 | 0.7987 | 0.9446 |
|
| 1032 |
+
| 0.0004 | 974.0 | 506480 | 0.5719 | 0.7909 | 0.8059 | 0.7983 | 0.9446 |
|
| 1033 |
+
| 0.0002 | 975.0 | 507000 | 0.5821 | 0.7885 | 0.8055 | 0.7969 | 0.9444 |
|
| 1034 |
+
| 0.0002 | 976.0 | 507520 | 0.5837 | 0.7918 | 0.8070 | 0.7993 | 0.9447 |
|
| 1035 |
+
| 0.0004 | 977.0 | 508040 | 0.5881 | 0.7913 | 0.8077 | 0.7994 | 0.9448 |
|
| 1036 |
+
| 0.0004 | 978.0 | 508560 | 0.5831 | 0.7927 | 0.8111 | 0.8018 | 0.9452 |
|
| 1037 |
+
| 0.0003 | 979.0 | 509080 | 0.5836 | 0.7894 | 0.8107 | 0.7999 | 0.9451 |
|
| 1038 |
+
| 0.0004 | 980.0 | 509600 | 0.5854 | 0.7943 | 0.8073 | 0.8008 | 0.9452 |
|
| 1039 |
+
| 0.0002 | 981.0 | 510120 | 0.5841 | 0.7955 | 0.8077 | 0.8015 | 0.9452 |
|
| 1040 |
+
| 0.0002 | 982.0 | 510640 | 0.5885 | 0.7967 | 0.8115 | 0.8040 | 0.9456 |
|
| 1041 |
+
| 0.0002 | 983.0 | 511160 | 0.5934 | 0.7957 | 0.8129 | 0.8042 | 0.9457 |
|
| 1042 |
+
| 0.0003 | 984.0 | 511680 | 0.5955 | 0.7932 | 0.8080 | 0.8005 | 0.9450 |
|
| 1043 |
+
| 0.0003 | 985.0 | 512200 | 0.5942 | 0.7937 | 0.8104 | 0.8019 | 0.9451 |
|
| 1044 |
+
| 0.0003 | 986.0 | 512720 | 0.5937 | 0.7935 | 0.8097 | 0.8015 | 0.9451 |
|
| 1045 |
+
| 0.0002 | 987.0 | 513240 | 0.5974 | 0.7959 | 0.8111 | 0.8034 | 0.9452 |
|
| 1046 |
+
| 0.0003 | 988.0 | 513760 | 0.5950 | 0.7946 | 0.8082 | 0.8014 | 0.9449 |
|
| 1047 |
+
| 0.0003 | 989.0 | 514280 | 0.5943 | 0.7943 | 0.8089 | 0.8016 | 0.9450 |
|
| 1048 |
+
| 0.0003 | 990.0 | 514800 | 0.5942 | 0.7908 | 0.8100 | 0.8003 | 0.9450 |
|
| 1049 |
+
| 0.0003 | 991.0 | 515320 | 0.5936 | 0.7932 | 0.8082 | 0.8006 | 0.9449 |
|
| 1050 |
+
| 0.0002 | 992.0 | 515840 | 0.5922 | 0.7908 | 0.8102 | 0.8004 | 0.9452 |
|
| 1051 |
+
| 0.0003 | 993.0 | 516360 | 0.5917 | 0.7910 | 0.8109 | 0.8008 | 0.9454 |
|
| 1052 |
+
| 0.0002 | 994.0 | 516880 | 0.5955 | 0.7921 | 0.8116 | 0.8017 | 0.9455 |
|
| 1053 |
+
| 0.0003 | 995.0 | 517400 | 0.5965 | 0.7913 | 0.8106 | 0.8008 | 0.9454 |
|
| 1054 |
+
| 0.0002 | 996.0 | 517920 | 0.5976 | 0.7914 | 0.8107 | 0.8009 | 0.9454 |
|
| 1055 |
+
| 0.0002 | 997.0 | 518440 | 0.5970 | 0.7915 | 0.8106 | 0.8009 | 0.9454 |
|
| 1056 |
+
| 0.0002 | 998.0 | 518960 | 0.5972 | 0.7915 | 0.8107 | 0.8010 | 0.9454 |
|
| 1057 |
+
| 0.0003 | 999.0 | 519480 | 0.5972 | 0.7900 | 0.8102 | 0.8000 | 0.9453 |
|
| 1058 |
+
| 0.0002 | 1000.0 | 520000 | 0.5973 | 0.7900 | 0.8102 | 0.8000 | 0.9453 |
|
| 1059 |
+
|
| 1060 |
+
|
| 1061 |
+
### Framework versions
|
| 1062 |
+
|
| 1063 |
+
- Transformers 4.29.2
|
| 1064 |
+
- Pytorch 2.0.1+cu117
|
| 1065 |
+
- Datasets 2.12.0
|
| 1066 |
+
- Tokenizers 0.13.3
|