generated_from_trainer

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segformer-b0_DsMetalDam_Base

This model is a fine-tuned version of nvidia/mit-b0 on an unknown dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss Mean Iou Mean Accuracy Overall Accuracy Accuracy Matrix Accuracy Martensite/austenite Accuracy Precipitates Accuracy Austenite Accuracy Defects Iou Matrix Iou Martensite/austenite Iou Precipitates Iou Austenite Iou Defects
1.5512 1.0 9 1.5883 0.1292 0.3692 0.3892 0.0312 0.6387 0.3358 0.0010 0.8395 0.0301 0.4325 0.1640 0.0002 0.0191
1.4729 2.0 18 1.5818 0.1485 0.4477 0.3823 0.2816 0.4134 0.6955 0.0072 0.8409 0.2069 0.3228 0.1757 0.0019 0.0350
1.3822 3.0 27 1.5274 0.1774 0.4217 0.4554 0.3343 0.5150 0.6734 0.0 0.5855 0.2366 0.3836 0.2053 0.0 0.0614
1.3561 4.0 36 1.4416 0.2053 0.4511 0.5040 0.2959 0.6353 0.6106 0.0 0.7138 0.2206 0.4440 0.2308 0.0 0.1310
1.2811 5.0 45 1.2949 0.2177 0.3940 0.5318 0.3180 0.6907 0.4486 0.0 0.5126 0.2309 0.4688 0.3068 0.0 0.0821
1.3093 6.0 54 1.2194 0.2652 0.3830 0.5376 0.4339 0.6207 0.4630 0.0 0.3974 0.2821 0.4406 0.3113 0.0 0.2920
1.2201 7.0 63 1.1818 0.2730 0.4086 0.5513 0.3284 0.7097 0.5346 0.0 0.4704 0.2397 0.4809 0.3131 0.0 0.3314
1.1416 8.0 72 1.0888 0.2763 0.4058 0.5581 0.2490 0.7793 0.5133 0.0 0.4872 0.1947 0.5074 0.3202 0.0 0.3590
1.1918 9.0 81 1.0642 0.2553 0.3626 0.5518 0.3424 0.7074 0.4990 0.0 0.2641 0.2466 0.4790 0.3103 0.0 0.2407
1.1329 10.0 90 1.1006 0.2774 0.3969 0.5567 0.3496 0.7069 0.5249 0.0 0.4029 0.2515 0.4821 0.3278 0.0 0.3257
1.1162 11.0 99 1.0095 0.2922 0.4203 0.5723 0.2232 0.8250 0.4859 0.0 0.5673 0.1812 0.5263 0.3469 0.0 0.4069
1.0042 12.0 108 1.0160 0.2978 0.4552 0.5546 0.3669 0.6829 0.5732 0.0 0.6532 0.2592 0.4749 0.3367 0.0 0.4180
1.0071 13.0 117 0.9690 0.2925 0.4422 0.5536 0.4011 0.6673 0.4835 0.0 0.6592 0.2718 0.4675 0.3417 0.0 0.3817
1.0304 14.0 126 1.0249 0.2920 0.4572 0.5524 0.3451 0.6875 0.6351 0.0 0.6183 0.2509 0.4773 0.3222 0.0 0.4094
1.039 15.0 135 0.9615 0.2904 0.4197 0.5725 0.2344 0.8151 0.5130 0.0 0.5360 0.1881 0.5253 0.3519 0.0 0.3867
1.007 16.0 144 0.9758 0.2907 0.4127 0.5601 0.4127 0.6640 0.5729 0.0 0.4138 0.2829 0.4700 0.3569 0.0 0.3436
1.0463 17.0 153 0.9280 0.2860 0.3982 0.5752 0.2554 0.8111 0.4686 0.0 0.4557 0.2013 0.5263 0.3404 0.0 0.3620
0.9771 18.0 162 0.9077 0.2810 0.4001 0.5748 0.2579 0.7988 0.5676 0.0 0.3763 0.2058 0.5221 0.3567 0.0 0.3203
0.9141 19.0 171 0.9507 0.3000 0.4356 0.5642 0.3924 0.6815 0.5984 0.0 0.5056 0.2759 0.4798 0.3552 0.0 0.3890
0.9758 20.0 180 0.8953 0.2964 0.4059 0.5816 0.2442 0.8337 0.4340 0.0 0.5179 0.1968 0.5341 0.3422 0.0 0.4088
1.0676 21.0 189 0.8793 0.3041 0.4422 0.5812 0.2432 0.8160 0.5891 0.0 0.5625 0.1982 0.5313 0.3745 0.0 0.4164
0.8866 22.0 198 0.8613 0.3124 0.4256 0.5823 0.2707 0.8095 0.4947 0.0 0.5530 0.2126 0.5289 0.3716 0.0 0.4489
0.8624 23.0 207 0.8735 0.3106 0.4416 0.5821 0.2713 0.8009 0.5649 0.0 0.5707 0.2147 0.5278 0.3751 0.0 0.4355
0.8676 24.0 216 0.8519 0.3187 0.4479 0.5862 0.3065 0.7857 0.5459 0.0 0.6015 0.2376 0.5233 0.3866 0.0 0.4462
0.8489 25.0 225 0.8516 0.3187 0.4746 0.5896 0.2451 0.8259 0.6131 0.0 0.6888 0.2024 0.5391 0.3933 0.0 0.4589
0.8708 26.0 234 0.8488 0.3121 0.4236 0.5916 0.2953 0.8039 0.5542 0.0 0.4647 0.2323 0.5335 0.3924 0.0 0.4021
0.8078 27.0 243 0.8410 0.3330 0.4572 0.5829 0.4437 0.6844 0.5492 0.0 0.6089 0.3065 0.4887 0.3922 0.0 0.4777
0.8513 28.0 252 0.8205 0.3188 0.4390 0.5957 0.2030 0.8782 0.5128 0.0 0.6012 0.1741 0.5561 0.3836 0.0 0.4802
0.8317 29.0 261 0.8084 0.3317 0.4579 0.5963 0.3531 0.7764 0.4966 0.0 0.6632 0.2664 0.5272 0.3877 0.0 0.4770
0.7976 30.0 270 0.8268 0.3117 0.4407 0.5906 0.2848 0.8007 0.6299 0.0 0.4881 0.2297 0.5338 0.3736 0.0 0.4214
0.8552 31.0 279 0.7956 0.3069 0.4015 0.6010 0.2424 0.8695 0.4473 0.0 0.4483 0.2027 0.5562 0.3652 0.0 0.4101
0.7385 32.0 288 0.8094 0.3373 0.4721 0.5971 0.3541 0.7666 0.5948 0.0 0.6451 0.2704 0.5258 0.3936 0.0 0.4968
0.836 33.0 297 0.7977 0.3356 0.4574 0.6032 0.3030 0.8197 0.5372 0.0 0.6270 0.2422 0.5446 0.3971 0.0 0.4943
0.8446 34.0 306 0.7899 0.3320 0.4440 0.6061 0.2780 0.8466 0.5007 0.0 0.5946 0.2276 0.5538 0.3915 0.0 0.4869
0.8729 35.0 315 0.7816 0.3143 0.4173 0.6069 0.2157 0.8933 0.4914 0.0 0.4863 0.1877 0.5653 0.3886 0.0 0.4300
0.7898 36.0 324 0.7840 0.3259 0.4396 0.6064 0.2081 0.8961 0.4941 0.0 0.5999 0.1821 0.5662 0.3853 0.0 0.4959
0.7399 37.0 333 0.7779 0.3388 0.4548 0.6066 0.3259 0.8091 0.5485 0.0 0.5904 0.2579 0.5433 0.4009 0.0 0.4918
0.8473 38.0 342 0.7826 0.3348 0.4439 0.6089 0.2996 0.8394 0.4747 0.0 0.6055 0.2416 0.5543 0.3802 0.0 0.4979
0.7406 39.0 351 0.7963 0.3381 0.4876 0.6033 0.2974 0.8151 0.6048 0.0 0.7205 0.2418 0.5462 0.3815 0.0 0.5208
0.7831 40.0 360 0.7770 0.3403 0.4654 0.6100 0.2840 0.8465 0.5195 0.0 0.6769 0.2339 0.5561 0.3951 0.0 0.5165
0.9 41.0 369 0.7704 0.3372 0.4593 0.6103 0.2678 0.8581 0.5231 0.0 0.6476 0.2240 0.5593 0.3959 0.0 0.5066
0.7923 42.0 378 0.7691 0.3426 0.4592 0.6097 0.3703 0.7912 0.4773 0.0 0.6574 0.2831 0.5397 0.3857 0.0 0.5043
0.7476 43.0 387 0.7747 0.3378 0.4727 0.6106 0.2640 0.8526 0.6037 0.0 0.6431 0.2230 0.5599 0.4053 0.0 0.5010
0.7727 44.0 396 0.7636 0.3431 0.4612 0.6136 0.3094 0.8376 0.5015 0.0 0.6575 0.2508 0.5557 0.3950 0.0 0.5141
0.731 45.0 405 0.7659 0.3347 0.4375 0.6132 0.3083 0.8466 0.4258 0.0 0.6068 0.2496 0.5576 0.3625 0.0 0.5037
0.7116 46.0 414 0.7676 0.3441 0.4876 0.6129 0.2661 0.8556 0.5915 0.0 0.7250 0.2245 0.5624 0.4085 0.0 0.5250
1.0356 47.0 423 0.7630 0.3510 0.4918 0.6110 0.3569 0.7909 0.5778 0.0 0.7335 0.2774 0.5430 0.4046 0.0 0.5298
0.7296 48.0 432 0.7647 0.3494 0.4689 0.6149 0.3232 0.8278 0.5249 0.0 0.6688 0.2592 0.5546 0.4035 0.0 0.5295
0.7581 49.0 441 0.7663 0.3480 0.4709 0.6135 0.3386 0.8105 0.5645 0.0 0.6408 0.2679 0.5499 0.4065 0.0 0.5159
0.7046 50.0 450 0.7621 0.3454 0.4617 0.6144 0.3288 0.8255 0.5053 0.0 0.6491 0.2623 0.5537 0.3936 0.0 0.5175
0.6793 51.0 459 0.7591 0.3413 0.4638 0.6157 0.2665 0.8716 0.4951 0.0 0.6859 0.2255 0.5663 0.3906 0.0 0.5242
0.833 52.0 468 0.7657 0.3471 0.4899 0.6141 0.2951 0.8370 0.5989 0.0 0.7183 0.2439 0.5581 0.4071 0.0 0.5266
0.6695 53.0 477 0.7595 0.3464 0.4687 0.6171 0.3095 0.8457 0.4802 0.0 0.7079 0.2522 0.5611 0.3841 0.0 0.5347
0.7034 54.0 486 0.7578 0.3469 0.4826 0.6154 0.3243 0.8249 0.5482 0.0 0.7156 0.2616 0.5553 0.3934 0.0 0.5243
0.7112 55.0 495 0.7549 0.3494 0.4751 0.6177 0.3144 0.8411 0.4999 0.0 0.7201 0.2555 0.5602 0.3941 0.0 0.5371
0.7294 56.0 504 0.7544 0.3516 0.4731 0.6179 0.3510 0.8165 0.4997 0.0 0.6983 0.2765 0.5539 0.3920 0.0 0.5355
0.6808 57.0 513 0.7555 0.3522 0.4727 0.6164 0.3478 0.8112 0.5476 0.0 0.6569 0.2749 0.5522 0.3968 0.0 0.5370
0.7648 58.0 522 0.7546 0.3494 0.4823 0.6179 0.2805 0.8592 0.5521 0.0 0.7197 0.2355 0.5661 0.4041 0.0 0.5416
0.6654 59.0 531 0.7508 0.3582 0.4974 0.6172 0.4066 0.7716 0.5394 0.0 0.7694 0.3064 0.5409 0.4010 0.0 0.5425
0.7075 60.0 540 0.7499 0.3571 0.4842 0.6208 0.3268 0.8335 0.5436 0.0 0.7172 0.2651 0.5609 0.4036 0.0 0.5560
0.7295 61.0 549 0.7485 0.3567 0.4861 0.6207 0.3385 0.8248 0.5452 0.0 0.7220 0.2721 0.5584 0.4016 0.0 0.5514
0.6483 62.0 558 0.7499 0.3568 0.4807 0.6204 0.3667 0.8084 0.5134 0.0 0.7147 0.2870 0.5534 0.3951 0.0 0.5485
0.8613 63.0 567 0.7504 0.3554 0.4859 0.6193 0.3356 0.8214 0.5754 0.0 0.6969 0.2703 0.5578 0.3990 0.0 0.5496
0.7036 64.0 576 0.7471 0.3583 0.4727 0.6220 0.3468 0.8257 0.5114 0.0 0.6794 0.2762 0.5594 0.3983 0.0 0.5575
0.63 65.0 585 0.7450 0.3573 0.4859 0.6216 0.3626 0.8117 0.5281 0.0 0.7271 0.2854 0.5554 0.4010 0.0 0.5448
0.7379 66.0 594 0.7464 0.3577 0.4802 0.6219 0.3714 0.8071 0.5238 0.0 0.6990 0.2901 0.5542 0.4027 0.0 0.5417
0.7054 67.0 603 0.7445 0.3561 0.4709 0.6229 0.3426 0.8304 0.5114 0.0 0.6698 0.2746 0.5612 0.3992 0.0 0.5457
0.7288 68.0 612 0.7458 0.3578 0.4938 0.6226 0.3622 0.8112 0.5490 0.0 0.7466 0.2861 0.5566 0.4036 0.0 0.5425
0.661 69.0 621 0.7474 0.3577 0.4881 0.6229 0.3506 0.8201 0.5502 0.0 0.7199 0.2796 0.5593 0.4046 0.0 0.5447
0.693 70.0 630 0.7458 0.3479 0.4479 0.6231 0.3520 0.8266 0.5018 0.0 0.5589 0.2799 0.5607 0.3923 0.0 0.5065
0.7166 71.0 639 0.7431 0.3618 0.4850 0.6230 0.3693 0.8055 0.5714 0.0 0.6789 0.2908 0.5554 0.4052 0.0 0.5577
0.6847 72.0 648 0.7412 0.3584 0.4766 0.6249 0.3466 0.8332 0.4899 0.0 0.7134 0.2778 0.5633 0.3916 0.0 0.5594
0.7217 73.0 657 0.7428 0.3580 0.4788 0.6233 0.3724 0.8082 0.5306 0.0 0.6829 0.2924 0.5559 0.3947 0.0 0.5472
0.6895 74.0 666 0.7433 0.3578 0.4790 0.6246 0.3621 0.8191 0.5164 0.0 0.6973 0.2867 0.5594 0.3981 0.0 0.5448
0.6974 75.0 675 0.7425 0.3548 0.4890 0.6245 0.3250 0.8404 0.5512 0.0 0.7284 0.2660 0.5662 0.4029 0.0 0.5392
0.7003 76.0 684 0.7416 0.3586 0.4817 0.6255 0.3655 0.8181 0.5183 0.0 0.7067 0.2889 0.5607 0.3951 0.0 0.5483
0.671 77.0 693 0.7426 0.3583 0.4853 0.6259 0.3290 0.8429 0.5271 0.0 0.7273 0.2684 0.5675 0.4017 0.0 0.5537
0.71 78.0 702 0.7385 0.3645 0.4968 0.6238 0.4247 0.7692 0.5601 0.0 0.7301 0.3198 0.5449 0.4076 0.0 0.5503
0.8038 79.0 711 0.7399 0.3575 0.4772 0.6262 0.3659 0.8228 0.4836 0.0 0.7140 0.2887 0.5618 0.3907 0.0 0.5465
0.6548 80.0 720 0.7413 0.3580 0.4965 0.6242 0.3565 0.8156 0.5732 0.0 0.7370 0.2845 0.5601 0.4006 0.0 0.5447
0.7145 81.0 729 0.7367 0.3653 0.4881 0.6270 0.3804 0.8093 0.5267 0.0 0.7243 0.2979 0.5586 0.4025 0.0 0.5676
0.684 82.0 738 0.7372 0.3637 0.4830 0.6273 0.3676 0.8196 0.5215 0.0 0.7063 0.2910 0.5622 0.3975 0.0 0.5678
0.8255 83.0 747 0.7369 0.3624 0.4724 0.6272 0.3959 0.8032 0.4954 0.0 0.6677 0.3059 0.5568 0.3919 0.0 0.5571
0.7086 84.0 756 0.7390 0.3586 0.4771 0.6271 0.3347 0.8449 0.4951 0.0 0.7109 0.2721 0.5682 0.3956 0.0 0.5569
0.7032 85.0 765 0.7396 0.3617 0.5005 0.6262 0.3870 0.7989 0.5646 0.0 0.7521 0.3020 0.5565 0.4030 0.0 0.5473
0.6183 86.0 774 0.7368 0.3630 0.4899 0.6276 0.3995 0.7969 0.5314 0.0 0.7216 0.3081 0.5566 0.4010 0.0 0.5493
0.5582 87.0 783 0.7373 0.3617 0.4815 0.6278 0.3882 0.8056 0.5307 0.0 0.6832 0.3027 0.5589 0.3982 0.0 0.5484
0.6318 88.0 792 0.7387 0.3626 0.4823 0.6279 0.4180 0.7893 0.4895 0.0 0.7145 0.3173 0.5544 0.3871 0.0 0.5540
0.6429 89.0 801 0.7357 0.3641 0.4916 0.6283 0.3926 0.8019 0.5388 0.0 0.7244 0.3053 0.5584 0.4019 0.0 0.5547
0.5478 90.0 810 0.7347 0.3646 0.4952 0.6295 0.3824 0.8112 0.5371 0.0 0.7454 0.3002 0.5617 0.4063 0.0 0.5547
0.6188 91.0 819 0.7356 0.3643 0.4954 0.6288 0.3798 0.8104 0.5499 0.0 0.7367 0.2988 0.5610 0.4075 0.0 0.5543
0.7857 92.0 828 0.7367 0.3643 0.4831 0.6287 0.3911 0.8050 0.5305 0.0 0.6889 0.3047 0.5592 0.3995 0.0 0.5581
0.6172 93.0 837 0.7358 0.3647 0.4815 0.6299 0.4137 0.7934 0.5149 0.0 0.6857 0.3167 0.5568 0.3973 0.0 0.5528
0.739 94.0 846 0.7360 0.3627 0.4819 0.6307 0.3723 0.8229 0.5187 0.0 0.6955 0.2956 0.5656 0.3981 0.0 0.5542
0.6934 95.0 855 0.7377 0.3607 0.4813 0.6293 0.3455 0.8385 0.5226 0.0 0.6998 0.2805 0.5687 0.3950 0.0 0.5595
0.698 96.0 864 0.7381 0.3650 0.4870 0.6289 0.3900 0.8042 0.5491 0.0 0.6917 0.3048 0.5598 0.3991 0.0 0.5615
0.6227 97.0 873 0.7356 0.3661 0.4766 0.6298 0.4475 0.7722 0.4960 0.0 0.6675 0.3331 0.5508 0.3882 0.0 0.5584
0.6114 98.0 882 0.7335 0.3665 0.4871 0.6312 0.4205 0.7914 0.5089 0.0 0.7145 0.3211 0.5572 0.3940 0.0 0.5605
0.6977 99.0 891 0.7338 0.3630 0.4901 0.6311 0.3615 0.8281 0.5436 0.0 0.7170 0.2905 0.5676 0.4025 0.0 0.5541
0.7309 100.0 900 0.7338 0.3644 0.4889 0.6315 0.4106 0.7974 0.5208 0.0 0.7158 0.3162 0.5597 0.3961 0.0 0.5498
0.7108 101.0 909 0.7337 0.3599 0.4680 0.6322 0.3796 0.8242 0.4902 0.0 0.6462 0.2999 0.5669 0.3913 0.0 0.5413
0.7682 102.0 918 0.7330 0.3622 0.4798 0.6314 0.3857 0.8149 0.5208 0.0 0.6778 0.3038 0.5638 0.3949 0.0 0.5487
0.6808 103.0 927 0.7332 0.3626 0.4796 0.6323 0.3851 0.8187 0.5031 0.0 0.6910 0.3035 0.5654 0.3930 0.0 0.5511
0.6521 104.0 936 0.7330 0.3657 0.4901 0.6325 0.3984 0.8079 0.5184 0.0 0.7260 0.3108 0.5629 0.3967 0.0 0.5579
0.6283 105.0 945 0.7321 0.3644 0.4803 0.6326 0.4219 0.7968 0.4753 0.0 0.7073 0.3227 0.5594 0.3807 0.0 0.5592
0.7336 106.0 954 0.7320 0.3654 0.4859 0.6319 0.4307 0.7869 0.4960 0.0 0.7159 0.3270 0.5562 0.3862 0.0 0.5574
0.6893 107.0 963 0.7309 0.3646 0.4888 0.6324 0.4103 0.8003 0.5106 0.0 0.7228 0.3174 0.5605 0.3900 0.0 0.5553
0.7615 108.0 972 0.7340 0.3612 0.4905 0.6317 0.3489 0.8365 0.5567 0.0 0.7101 0.2846 0.5709 0.3971 0.0 0.5531
0.7895 109.0 981 0.7329 0.3627 0.4812 0.6336 0.3760 0.8290 0.4860 0.0 0.7152 0.2994 0.5694 0.3836 0.0 0.5614
0.6942 110.0 990 0.7334 0.3652 0.4785 0.6342 0.4203 0.8024 0.4607 0.0 0.7090 0.3225 0.5626 0.3740 0.0 0.5668
0.6813 111.0 999 0.7316 0.3664 0.4777 0.6349 0.3985 0.8148 0.4989 0.0 0.6762 0.3119 0.5662 0.3927 0.0 0.5610
0.6465 112.0 1008 0.7285 0.3689 0.4926 0.6344 0.4150 0.7992 0.5243 0.0 0.7248 0.3208 0.5615 0.3985 0.0 0.5637
0.5932 113.0 1017 0.7278 0.3690 0.4867 0.6346 0.4235 0.7965 0.4997 0.0 0.7140 0.3244 0.5610 0.3932 0.0 0.5665
0.635 114.0 1026 0.7286 0.3692 0.4905 0.6338 0.4212 0.7936 0.5272 0.0 0.7102 0.3235 0.5600 0.3965 0.0 0.5660
0.6586 115.0 1035 0.7269 0.3663 0.4817 0.6351 0.3897 0.8194 0.5158 0.0 0.6834 0.3077 0.5678 0.3984 0.0 0.5577
0.6688 116.0 1044 0.7261 0.3687 0.4938 0.6350 0.4115 0.8025 0.5260 0.0 0.7290 0.3193 0.5636 0.3974 0.0 0.5633
0.6359 117.0 1053 0.7283 0.3667 0.4854 0.6348 0.4321 0.7925 0.4862 0.0 0.7165 0.3289 0.5604 0.3853 0.0 0.5588
0.7393 118.0 1062 0.7264 0.3694 0.4924 0.6357 0.4296 0.7918 0.5212 0.0 0.7194 0.3286 0.5608 0.3982 0.0 0.5592
0.6211 119.0 1071 0.7285 0.3669 0.4826 0.6365 0.3999 0.8164 0.5007 0.0 0.6962 0.3135 0.5680 0.3949 0.0 0.5579
0.6577 120.0 1080 0.7318 0.3640 0.4754 0.6357 0.3982 0.8175 0.4897 0.0 0.6717 0.3121 0.5677 0.3890 0.0 0.5510
0.625 121.0 1089 0.7282 0.3657 0.4855 0.6355 0.4058 0.8099 0.5055 0.0 0.7065 0.3165 0.5657 0.3916 0.0 0.5548
0.6061 122.0 1098 0.7270 0.3671 0.4936 0.6358 0.4209 0.8004 0.4964 0.0 0.7502 0.3242 0.5634 0.3881 0.0 0.5597
0.6852 123.0 1107 0.7263 0.3673 0.4934 0.6357 0.4270 0.7952 0.5050 0.0 0.7398 0.3275 0.5618 0.3903 0.0 0.5570
0.5813 124.0 1116 0.7274 0.3691 0.4884 0.6352 0.4584 0.7737 0.4981 0.0 0.7116 0.3422 0.5553 0.3883 0.0 0.5598
0.574 125.0 1125 0.7286 0.3709 0.4927 0.6360 0.4571 0.7743 0.5140 0.0 0.7181 0.3421 0.5562 0.3948 0.0 0.5616
0.5654 126.0 1134 0.7271 0.3704 0.4944 0.6365 0.4271 0.7944 0.5265 0.0 0.7241 0.3283 0.5623 0.3966 0.0 0.5645
0.752 127.0 1143 0.7296 0.3699 0.4898 0.6356 0.4380 0.7845 0.5376 0.0 0.6890 0.3335 0.5590 0.3964 0.0 0.5606
0.6302 128.0 1152 0.7285 0.3662 0.4790 0.6369 0.4160 0.8071 0.4914 0.0 0.6806 0.3223 0.5660 0.3861 0.0 0.5567
0.5796 129.0 1161 0.7269 0.3708 0.4927 0.6368 0.4431 0.7855 0.5133 0.0 0.7217 0.3361 0.5599 0.3937 0.0 0.5643
0.6812 130.0 1170 0.7262 0.3697 0.4914 0.6367 0.4177 0.8017 0.5234 0.0 0.7143 0.3236 0.5647 0.3939 0.0 0.5664
0.697 131.0 1179 0.7279 0.3699 0.4867 0.6359 0.4454 0.7822 0.5159 0.0 0.6899 0.3372 0.5584 0.3890 0.0 0.5649
0.6548 132.0 1188 0.7272 0.3675 0.4791 0.6369 0.4214 0.8014 0.5116 0.0 0.6612 0.3255 0.5645 0.3912 0.0 0.5564
0.5771 133.0 1197 0.7253 0.3682 0.4862 0.6374 0.4105 0.8082 0.5232 0.0 0.6892 0.3208 0.5667 0.3935 0.0 0.5599
0.752 134.0 1206 0.7288 0.3660 0.4800 0.6377 0.4117 0.8125 0.4810 0.0 0.6946 0.3208 0.5681 0.3803 0.0 0.5610
0.6518 135.0 1215 0.7263 0.3692 0.4846 0.6370 0.4468 0.7849 0.5021 0.0 0.6892 0.3383 0.5599 0.3867 0.0 0.5613
0.6085 136.0 1224 0.7282 0.3703 0.4884 0.6379 0.4335 0.7941 0.5133 0.0 0.7009 0.3320 0.5634 0.3932 0.0 0.5631
0.6856 137.0 1233 0.7282 0.3679 0.4839 0.6381 0.4121 0.8109 0.5008 0.0 0.6957 0.3209 0.5682 0.3913 0.0 0.5593
0.6196 138.0 1242 0.7267 0.3723 0.4961 0.6368 0.4753 0.7626 0.5182 0.0 0.7244 0.3512 0.5538 0.3930 0.0 0.5637
0.5814 139.0 1251 0.7267 0.3716 0.4933 0.6367 0.4790 0.7603 0.5157 0.0 0.7114 0.3528 0.5531 0.3926 0.0 0.5598
0.6441 140.0 1260 0.7269 0.3676 0.4866 0.6383 0.4210 0.8054 0.4959 0.0 0.7108 0.3254 0.5670 0.3886 0.0 0.5569
0.5908 141.0 1269 0.7244 0.3676 0.4824 0.6377 0.4312 0.7970 0.5006 0.0 0.6831 0.3310 0.5636 0.3876 0.0 0.5557
0.6087 142.0 1278 0.7250 0.3682 0.4840 0.6384 0.4230 0.8027 0.5135 0.0 0.6809 0.3274 0.5661 0.3910 0.0 0.5562
0.5682 143.0 1287 0.7279 0.3706 0.4898 0.6379 0.4746 0.7685 0.4871 0.0 0.7190 0.3511 0.5563 0.3839 0.0 0.5616
0.6818 144.0 1296 0.7252 0.3715 0.4938 0.6378 0.4689 0.7693 0.5142 0.0 0.7167 0.3490 0.5564 0.3915 0.0 0.5604
0.6846 145.0 1305 0.7252 0.3705 0.4883 0.6384 0.4519 0.7830 0.5090 0.0 0.6977 0.3412 0.5608 0.3904 0.0 0.5602
0.5883 146.0 1314 0.7250 0.3693 0.4810 0.6383 0.4572 0.7805 0.5 0.0 0.6673 0.3437 0.5597 0.3880 0.0 0.5551
0.6346 147.0 1323 0.7270 0.3682 0.4823 0.6389 0.4201 0.8065 0.5055 0.0 0.6796 0.3261 0.5675 0.3893 0.0 0.5580
0.5825 148.0 1332 0.7278 0.3691 0.4853 0.6393 0.4299 0.8009 0.4991 0.0 0.6964 0.3311 0.5663 0.3885 0.0 0.5595
0.5932 149.0 1341 0.7262 0.3685 0.4848 0.6392 0.4372 0.7962 0.4946 0.0 0.6959 0.3349 0.5648 0.3845 0.0 0.5582
0.6176 150.0 1350 0.7251 0.3701 0.4913 0.6395 0.4204 0.8054 0.5200 0.0 0.7106 0.3268 0.5681 0.3922 0.0 0.5633
0.5667 151.0 1359 0.7284 0.3705 0.4822 0.6391 0.4632 0.7792 0.4854 0.0 0.6830 0.3463 0.5604 0.3835 0.0 0.5620
0.6323 152.0 1368 0.7260 0.3693 0.4837 0.6389 0.4411 0.7916 0.5078 0.0 0.6778 0.3366 0.5636 0.3880 0.0 0.5584
0.6236 153.0 1377 0.7260 0.3676 0.4787 0.6393 0.4280 0.8036 0.4883 0.0 0.6737 0.3302 0.5668 0.3832 0.0 0.5577
0.6992 154.0 1386 0.7258 0.3699 0.4863 0.6399 0.4224 0.8067 0.5027 0.0 0.6997 0.3279 0.5681 0.3900 0.0 0.5635
0.5579 155.0 1395 0.7244 0.3721 0.4896 0.6396 0.4479 0.7867 0.5191 0.0 0.6942 0.3405 0.5622 0.3953 0.0 0.5625
0.6495 156.0 1404 0.7243 0.3700 0.4839 0.6403 0.4390 0.7973 0.4916 0.0 0.6913 0.3364 0.5657 0.3861 0.0 0.5621
0.5734 157.0 1413 0.7239 0.3712 0.4916 0.6400 0.4386 0.7940 0.5170 0.0 0.7082 0.3364 0.5648 0.3925 0.0 0.5625
0.6394 158.0 1422 0.7243 0.3679 0.4808 0.6399 0.4216 0.8080 0.4974 0.0 0.6767 0.3276 0.5684 0.3868 0.0 0.5565
0.5794 159.0 1431 0.7248 0.3700 0.4865 0.6397 0.4424 0.7928 0.5021 0.0 0.6954 0.3378 0.5644 0.3868 0.0 0.5610
0.6577 160.0 1440 0.7259 0.3705 0.4827 0.6396 0.4717 0.7726 0.5011 0.0 0.6680 0.3515 0.5587 0.3861 0.0 0.5563
0.4969 161.0 1449 0.7261 0.3682 0.4775 0.6404 0.4482 0.7915 0.4907 0.0 0.6571 0.3406 0.5646 0.3843 0.0 0.5518
0.5783 162.0 1458 0.7243 0.3691 0.4828 0.6397 0.4436 0.7918 0.5047 0.0 0.6740 0.3383 0.5641 0.3879 0.0 0.5551
0.682 163.0 1467 0.7239 0.3687 0.4827 0.6401 0.4349 0.7980 0.5092 0.0 0.6715 0.3346 0.5660 0.3887 0.0 0.5544
0.6954 164.0 1476 0.7241 0.3700 0.4905 0.6403 0.4274 0.8029 0.5115 0.0 0.7107 0.3310 0.5677 0.3902 0.0 0.5613
0.6062 165.0 1485 0.7256 0.3697 0.4918 0.6403 0.4352 0.7989 0.4982 0.0 0.7267 0.3345 0.5666 0.3873 0.0 0.5603
0.6114 166.0 1494 0.7248 0.3701 0.4945 0.6403 0.4263 0.8033 0.5138 0.0 0.7290 0.3303 0.5679 0.3915 0.0 0.5608
0.6039 167.0 1503 0.7241 0.3713 0.4903 0.6406 0.4404 0.7952 0.5044 0.0 0.7114 0.3372 0.5658 0.3888 0.0 0.5645
0.7731 168.0 1512 0.7253 0.3702 0.4849 0.6409 0.4367 0.7996 0.4946 0.0 0.6935 0.3357 0.5669 0.3859 0.0 0.5623
0.6694 169.0 1521 0.7253 0.3696 0.4868 0.6407 0.4223 0.8079 0.5059 0.0 0.6977 0.3284 0.5692 0.3898 0.0 0.5605
0.609 170.0 1530 0.7255 0.3677 0.4826 0.6406 0.4173 0.8124 0.4968 0.0 0.6868 0.3259 0.5702 0.3872 0.0 0.5550
0.6578 171.0 1539 0.7256 0.3686 0.4864 0.6403 0.4219 0.8073 0.5078 0.0 0.6951 0.3283 0.5687 0.3892 0.0 0.5569
0.6081 172.0 1548 0.7249 0.3705 0.4899 0.6405 0.4372 0.7965 0.5126 0.0 0.7030 0.3360 0.5661 0.3904 0.0 0.5602
0.6578 173.0 1557 0.7254 0.3677 0.4796 0.6409 0.4170 0.8135 0.4944 0.0 0.6730 0.3258 0.5710 0.3847 0.0 0.5569
0.6539 174.0 1566 0.7242 0.3696 0.4876 0.6407 0.4320 0.8016 0.5024 0.0 0.7018 0.3334 0.5677 0.3865 0.0 0.5606
0.5803 175.0 1575 0.7246 0.3705 0.4856 0.6408 0.4557 0.7867 0.4913 0.0 0.6941 0.3448 0.5635 0.3829 0.0 0.5611
0.5508 176.0 1584 0.7246 0.3724 0.4915 0.6401 0.4733 0.7709 0.5125 0.0 0.7008 0.3530 0.5586 0.3884 0.0 0.5622
0.5749 177.0 1593 0.7257 0.3708 0.4844 0.6405 0.4731 0.7743 0.4904 0.0 0.6842 0.3527 0.5598 0.3830 0.0 0.5587
0.6148 178.0 1602 0.7238 0.3675 0.4753 0.6404 0.4627 0.7789 0.5194 0.0 0.6157 0.3480 0.5612 0.3926 0.0 0.5358
0.6422 179.0 1611 0.7246 0.3712 0.4827 0.6410 0.4554 0.7865 0.5001 0.0 0.6715 0.3446 0.5635 0.3885 0.0 0.5595
0.7724 180.0 1620 0.7267 0.3700 0.4807 0.6414 0.4405 0.7988 0.4888 0.0 0.6756 0.3376 0.5672 0.3846 0.0 0.5607
0.6327 181.0 1629 0.7259 0.3710 0.4856 0.6411 0.4465 0.7930 0.4969 0.0 0.6917 0.3404 0.5655 0.3869 0.0 0.5621
0.6396 182.0 1638 0.7244 0.3727 0.4894 0.6411 0.4584 0.7843 0.5001 0.0 0.7040 0.3462 0.5629 0.3883 0.0 0.5660
0.6478 183.0 1647 0.7247 0.3703 0.4846 0.6411 0.4349 0.8017 0.4913 0.0 0.6951 0.3349 0.5676 0.3854 0.0 0.5638
0.6523 184.0 1656 0.7239 0.3699 0.4823 0.6411 0.4275 0.8054 0.5057 0.0 0.6728 0.3314 0.5687 0.3900 0.0 0.5592
0.6826 185.0 1665 0.7247 0.3692 0.4839 0.6412 0.4177 0.8126 0.5003 0.0 0.6888 0.3264 0.5708 0.3880 0.0 0.5609
0.6565 186.0 1674 0.7254 0.3706 0.4851 0.6412 0.4357 0.8014 0.4889 0.0 0.6993 0.3352 0.5677 0.3843 0.0 0.5658
0.6469 187.0 1683 0.7256 0.3700 0.4831 0.6412 0.4385 0.7999 0.4859 0.0 0.6912 0.3366 0.5673 0.3825 0.0 0.5635
0.5834 188.0 1692 0.7245 0.3720 0.4912 0.6412 0.4457 0.7926 0.5055 0.0 0.7125 0.3403 0.5656 0.3885 0.0 0.5656
0.6621 189.0 1701 0.7242 0.3716 0.4916 0.6412 0.4432 0.7946 0.5021 0.0 0.7181 0.3391 0.5661 0.3875 0.0 0.5654
0.7131 190.0 1710 0.7242 0.3708 0.4913 0.6412 0.4295 0.8037 0.5059 0.0 0.7173 0.3325 0.5686 0.3883 0.0 0.5646
0.6508 191.0 1719 0.7233 0.3735 0.4928 0.6408 0.4645 0.7785 0.5088 0.0 0.7123 0.3490 0.5613 0.3897 0.0 0.5675
0.5806 192.0 1728 0.7250 0.3721 0.4877 0.6412 0.4595 0.7848 0.4909 0.0 0.7035 0.3467 0.5633 0.3841 0.0 0.5666
0.6532 193.0 1737 0.7255 0.3700 0.4845 0.6415 0.4318 0.8047 0.4898 0.0 0.6960 0.3335 0.5689 0.3841 0.0 0.5637
0.7422 194.0 1746 0.7274 0.3699 0.4827 0.6415 0.4398 0.7999 0.4822 0.0 0.6915 0.3374 0.5675 0.3815 0.0 0.5631
0.6449 195.0 1755 0.7256 0.3701 0.4826 0.6415 0.4368 0.8014 0.4888 0.0 0.6859 0.3360 0.5679 0.3837 0.0 0.5628
0.6197 196.0 1764 0.7240 0.3712 0.4860 0.6414 0.4396 0.7975 0.5044 0.0 0.6887 0.3375 0.5670 0.3889 0.0 0.5628
0.5627 197.0 1773 0.7252 0.3713 0.4855 0.6415 0.4503 0.7919 0.4883 0.0 0.6972 0.3425 0.5653 0.3837 0.0 0.5650
0.5694 198.0 1782 0.7249 0.3744 0.4922 0.6405 0.4833 0.7659 0.5002 0.0 0.7118 0.3573 0.5574 0.3875 0.0 0.5696
0.6385 199.0 1791 0.7242 0.3725 0.4905 0.6414 0.4462 0.7927 0.5049 0.0 0.7087 0.3407 0.5656 0.3890 0.0 0.5673
0.6515 200.0 1800 0.7243 0.3715 0.4884 0.6415 0.4372 0.7995 0.5009 0.0 0.7044 0.3363 0.5675 0.3875 0.0 0.5662

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