pytracking-ATOM代码训练run_training.py记录
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2022-05-14 15:57:34
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train: bbreg.atom.py
dataset: train:LaSOT 全部,val:GOT10k_val
result: 保存在 result_modle
[train: 50, 1 / 1000] FPS: 3.5 (3.5) , Loss/total: 0.02823 , Loss/iou: 0.02823
[train: 50, 2 / 1000] FPS: 6.8 (92.1) , Loss/total: 0.02555 , Loss/iou: 0.02555
[train: 50, 3 / 1000] FPS: 9.4 (41.3) , Loss/total: 0.02488 , Loss/iou: 0.02488
[train: 50, 4 / 1000] FPS: 12.0 (72.0) , Loss/total: 0.02557 , Loss/iou: 0.02557
[train: 50, 5 / 1000] FPS: 14.9 (292.5) , Loss/total: 0.02531 , Loss/iou: 0.02531
[train: 50, 6 / 1000] FPS: 17.7 (297.8) , Loss/total: 0.02724 , Loss/iou: 0.02724
[train: 50, 7 / 1000] FPS: 20.4 (294.0) , Loss/total: 0.02702 , Loss/iou: 0.02702
[train: 50, 8 / 1000] FPS: 23.1 (297.4) , Loss/total: 0.02722 , Loss/iou: 0.02722
[train: 50, 9 / 1000] FPS: 19.4 (8.6) , Loss/total: 0.02754 , Loss/iou: 0.02754
[train: 50, 10 / 1000] FPS: 21.0 (82.6) , Loss/total: 0.02753 , Loss/iou: 0.02753
[train: 50, 11 / 1000] FPS: 22.3 (56.5) , Loss/total: 0.02728 , Loss/iou: 0.02728
[train: 50, 12 / 1000] FPS: 23.3 (45.3) , Loss/total: 0.02706 , Loss/iou: 0.02706
[train: 50, 13 / 1000] FPS: 25.1 (294.8) , Loss/total: 0.02706 , Loss/iou: 0.02706
[train: 50, 14 / 1000] FPS: 26.8 (294.5) , Loss/total: 0.02695 , Loss/iou: 0.02695
[train: 50, 15 / 1000] FPS: 28.6 (285.6) , Loss/total: 0.02726 , Loss/iou: 0.02726
[train: 50, 16 / 1000] FPS: 30.3 (283.2) , Loss/total: 0.02710 , Loss/iou: 0.02710
[train: 50, 17 / 1000] FPS: 25.9 (7.8) , Loss/total: 0.02707 , Loss/iou: 0.02707
[train: 50, 18 / 1000] FPS: 27.3 (285.2) , Loss/total: 0.02697 , Loss/iou: 0.02697
[train: 50, 19 / 1000] FPS: 27.7 (39.6) , Loss/total: 0.02731 , Loss/iou: 0.02731
[train: 50, 20 / 1000] FPS: 29.0 (212.1) , Loss/total: 0.02719 , Loss/iou: 0.02719
[train: 50, 21 / 1000] FPS: 30.3 (292.7) , Loss/total: 0.02739 , Loss/iou: 0.02739
[train: 50, 22 / 1000] FPS: 31.6 (289.3) , Loss/total: 0.02719 , Loss/iou: 0.02719
[train: 50, 23 / 1000] FPS: 32.8 (292.0) , Loss/total: 0.02708 , Loss/iou: 0.02708
[train: 50, 24 / 1000] FPS: 33.5 (66.2) , Loss/total: 0.02733 , Loss/iou: 0.02733
[train: 50, 25 / 1000] FPS: 29.5 (7.5) , Loss/total: 0.02722 , Loss/iou: 0.02722
[train: 50, 26 / 1000] FPS: 30.5 (294.3) , Loss/total: 0.02692 , Loss/iou: 0.02692
[train: 50, 27 / 1000] FPS: 31.5 (173.1) , Loss/total: 0.02739 , Loss/iou: 0.02739
[train: 50, 28 / 1000] FPS: 32.5 (290.0) , Loss/total: 0.02722 , Loss/iou: 0.02722
[train: 50, 29 / 1000] FPS: 33.5 (296.5) , Loss/total: 0.02731 , Loss/iou: 0.02731
[train: 50, 30 / 1000] FPS: 34.6 (286.7) , Loss/total: 0.02747 , Loss/iou: 0.02747
[train: 50, 31 / 1000] FPS: 35.6 (299.9) , Loss/total: 0.02733 , Loss/iou: 0.02733
[train: 50, 32 / 1000] FPS: 36.1 (70.2) , Loss/total: 0.02724 , Loss/iou: 0.02724
[train: 50, 33 / 1000] FPS: 31.7 (6.4) , Loss/total: 0.02739 , Loss/iou: 0.02739
[train: 50, 34 / 1000] FPS: 32.5 (292.0) , Loss/total: 0.02724 , Loss/iou: 0.02724
[train: 50, 35 / 1000] FPS: 30.9 (11.5) , Loss/total: 0.02711 , Loss/iou: 0.02711
[train: 50, 36 / 1000] FPS: 31.7 (292.7) , Loss/total: 0.02709 , Loss/iou: 0.02709
[train: 50, 37 / 1000] FPS: 32.5 (296.3) , Loss/total: 0.02717 , Loss/iou: 0.02717
[train: 50, 38 / 1000] FPS: 33.2 (278.6) , Loss/total: 0.02713 , Loss/iou: 0.02713
[train: 50, 39 / 1000] FPS: 34.0 (293.4) , Loss/total: 0.02687 , Loss/iou: 0.02687
[train: 50, 40 / 1000] FPS: 34.8 (285.2) , Loss/total: 0.02675 , Loss/iou: 0.02675
[train: 50, 41 / 1000] FPS: 33.8 (16.1) , Loss/total: 0.02674 , Loss/iou: 0.02674
[train: 50, 42 / 1000] FPS: 34.6 (295.2) , Loss/total: 0.02659 , Loss/iou: 0.02659
[train: 50, 43 / 1000] FPS: 32.0 (7.7) , Loss/total: 0.02663 , Loss/iou: 0.02663
[train: 50, 44 / 1000] FPS: 32.6 (295.5) , Loss/total: 0.02648 , Loss/iou: 0.02648
[train: 50, 45 / 1000] FPS: 33.3 (288.1) , Loss/total: 0.02644 , Loss/iou: 0.02644
[train: 50, 46 / 1000] FPS: 33.9 (280.0) , Loss/total: 0.02640 , Loss/iou: 0.02640
[train: 50, 47 / 1000] FPS: 34.6 (291.5) , Loss/total: 0.02647 , Loss/iou: 0.02647
[train: 50, 48 / 1000] FPS: 35.2 (294.8) , Loss/total: 0.02639 , Loss/iou: 0.02639
[train: 50, 49 / 1000] FPS: 35.1 (29.5) , Loss/total: 0.02627 , Loss/iou: 0.02627
[train: 50, 50 / 1000] FPS: 35.7 (302.2) , Loss/total: 0.02630 , Loss/iou: 0.02630
[train: 50, 51 / 1000] FPS: 33.0 (6.9) , Loss/total: 0.02617 , Loss/iou: 0.02617
[train: 50, 52 / 1000] FPS: 33.6 (290.4) , Loss/total: 0.02610 , Loss/iou: 0.02610
[train: 50, 53 / 1000] FPS: 34.2 (307.4) , Loss/total: 0.02605 , Loss/iou: 0.02605
[train: 50, 54 / 1000] FPS: 34.7 (290.4) , Loss/total: 0.02598 , Loss/iou: 0.02598
[train: 50, 55 / 1000] FPS: 35.3 (292.4) , Loss/total: 0.02590 , Loss/iou: 0.02590
[train: 50, 56 / 1000] FPS: 35.9 (289.5) , Loss/total: 0.02589 , Loss/iou: 0.02589
[train: 50, 57 / 1000] FPS: 36.4 (160.4) , Loss/total: 0.02590 , Loss/iou: 0.02590
[val: 50, 400 / 500] FPS: 110.0 (299.3) , Loss/total: 0.05035 , Loss/iou: 0.05035
[val: 50, 401 / 500] FPS: 110.1 (294.6) , Loss/total: 0.05038 , Loss/iou: 0.05038
[val: 50, 402 / 500] FPS: 109.9 (55.4) , Loss/total: 0.05036 , Loss/iou: 0.05036
[val: 50, 403 / 500] FPS: 110.0 (301.4) , Loss/total: 0.05033 , Loss/iou: 0.05033
[val: 50, 404 / 500] FPS: 110.2 (295.4) , Loss/total: 0.05034 , Loss/iou: 0.05034
[val: 50, 405 / 500] FPS: 110.4 (233.8) , Loss/total: 0.05035 , Loss/iou: 0.05035
[val: 50, 406 / 500] FPS: 109.9 (41.9) , Loss/total: 0.05035 , Loss/iou: 0.05035
[val: 50, 407 / 500] FPS: 110.1 (313.6) , Loss/total: 0.05038 , Loss/iou: 0.05038
[val: 50, 408 / 500] FPS: 110.2 (260.0) , Loss/total: 0.05039 , Loss/iou: 0.05039
[val: 50, 409 / 500] FPS: 110.4 (289.1) , Loss/total: 0.05044 , Loss/iou: 0.05044
[val: 50, 410 / 500] FPS: 110.1 (54.2) , Loss/total: 0.05044 , Loss/iou: 0.05044
[val: 50, 411 / 500] FPS: 110.3 (313.1) , Loss/total: 0.05046 , Loss/iou: 0.05046
[val: 50, 412 / 500] FPS: 110.5 (306.6) , Loss/total: 0.05046 , Loss/iou: 0.05046
[val: 50, 413 / 500] FPS: 110.6 (221.2) , Loss/total: 0.05044 , Loss/iou: 0.05044
[val: 50, 414 / 500] FPS: 109.9 (30.9) , Loss/total: 0.05040 , Loss/iou: 0.05040
[val: 50, 415 / 500] FPS: 110.1 (236.3) , Loss/total: 0.05043 , Loss/iou: 0.05043
[val: 50, 416 / 500] FPS: 110.2 (294.9) , Loss/total: 0.05040 , Loss/iou: 0.05040
[val: 50, 417 / 500] FPS: 110.4 (262.8) , Loss/total: 0.05041 , Loss/iou: 0.05041
[val: 50, 418 / 500] FPS: 110.4 (110.4) , Loss/total: 0.05039 , Loss/iou: 0.05039
[val: 50, 419 / 500] FPS: 110.5 (255.6) , Loss/total: 0.05035 , Loss/iou: 0.05035
[val: 50, 420 / 500] FPS: 110.7 (301.9) , Loss/total: 0.05035 , Loss/iou: 0.05035
[val: 50, 421 / 500] FPS: 110.9 (307.9) , Loss/total: 0.05032 , Loss/iou: 0.05032
[val: 50, 422 / 500] FPS: 110.2 (32.3) , Loss/total: 0.05029 , Loss/iou: 0.05029
[val: 50, 423 / 500] FPS: 110.4 (302.2) , Loss/total: 0.05033 , Loss/iou: 0.05033
[val: 50, 424 / 500] FPS: 110.6 (309.3) , Loss/total: 0.05035 , Loss/iou: 0.05035
[val: 50, 425 / 500] FPS: 110.7 (308.9) , Loss/total: 0.05034 , Loss/iou: 0.05034
[val: 50, 426 / 500] FPS: 110.6 (80.2) , Loss/total: 0.05031 , Loss/iou: 0.05031
[val: 50, 427 / 500] FPS: 110.8 (317.3) , Loss/total: 0.05029 , Loss/iou: 0.05029
[val: 50, 428 / 500] FPS: 111.0 (291.8) , Loss/total: 0.05027 , Loss/iou: 0.05027
[val: 50, 429 / 500] FPS: 111.1 (304.7) , Loss/total: 0.05027 , Loss/iou: 0.05027
[val: 50, 430 / 500] FPS: 110.7 (40.8) , Loss/total: 0.05025 , Loss/iou: 0.05025
[val: 50, 431 / 500] FPS: 110.8 (188.9) , Loss/total: 0.05024 , Loss/iou: 0.05024
[val: 50, 432 / 500] FPS: 111.0 (318.6) , Loss/total: 0.05022 , Loss/iou: 0.05022
[val: 50, 433 / 500] FPS: 111.1 (295.6) , Loss/total: 0.05022 , Loss/iou: 0.05022
[val: 50, 434 / 500] FPS: 111.0 (69.4) , Loss/total: 0.05023 , Loss/iou: 0.05023
[val: 50, 435 / 500] FPS: 111.1 (295.4) , Loss/total: 0.05019 , Loss/iou: 0.05019
[val: 50, 436 / 500] FPS: 111.3 (255.0) , Loss/total: 0.05017 , Loss/iou: 0.05017
[val: 50, 437 / 500] FPS: 111.4 (247.5) , Loss/total: 0.05016 , Loss/iou: 0.05016
[val: 50, 438 / 500] FPS: 111.1 (47.6) , Loss/total: 0.05014 , Loss/iou: 0.05014
[val: 50, 439 / 500] FPS: 111.2 (284.7) , Loss/total: 0.05014 , Loss/iou: 0.05014
[val: 50, 440 / 500] FPS: 111.4 (302.0) , Loss/total: 0.05014 , Loss/iou: 0.05014
[val: 50, 441 / 500] FPS: 111.5 (284.0) , Loss/total: 0.05012 , Loss/iou: 0.05012
[val: 50, 442 / 500] FPS: 111.4 (73.9) , Loss/total: 0.05014 , Loss/iou: 0.05014
[val: 50, 443 / 500] FPS: 111.6 (312.0) , Loss/total: 0.05017 , Loss/iou: 0.05017
[val: 50, 444 / 500] FPS: 111.7 (298.1) , Loss/total: 0.05015 , Loss/iou: 0.05015
[val: 50, 445 / 500] FPS: 111.9 (298.4) , Loss/total: 0.05017 , Loss/iou: 0.05017
[val: 50, 446 / 500] FPS: 111.3 (35.1) , Loss/total: 0.05017 , Loss/iou: 0.05017
[val: 50, 447 / 500] FPS: 111.5 (319.6) , Loss/total: 0.05016 , Loss/iou: 0.05016
[val: 50, 448 / 500] FPS: 111.7 (299.6) , Loss/total: 0.05016 , Loss/iou: 0.05016
[val: 50, 449 / 500] FPS: 111.8 (270.0) , Loss/total: 0.05016 , Loss/iou: 0.05016
[val: 50, 450 / 500] FPS: 111.5 (53.1) , Loss/total: 0.05016 , Loss/iou: 0.05016
[val: 50, 451 / 500] FPS: 111.7 (309.7) , Loss/total: 0.05014 , Loss/iou: 0.05014
[val: 50, 452 / 500] FPS: 111.9 (310.8) , Loss/total: 0.05013 , Loss/iou: 0.05013
[val: 50, 453 / 500] FPS: 112.0 (298.5) , Loss/total: 0.05014 , Loss/iou: 0.05014
[val: 50, 454 / 500] FPS: 111.5 (38.9) , Loss/total: 0.05010 , Loss/iou: 0.05010
[val: 50, 455 / 500] FPS: 111.7 (299.1) , Loss/total: 0.05012 , Loss/iou: 0.05012
[val: 50, 456 / 500] FPS: 111.9 (298.2) , Loss/total: 0.05009 , Loss/iou: 0.05009
[val: 50, 457 / 500] FPS: 112.0 (296.5) , Loss/total: 0.05011 , Loss/iou: 0.05011
[val: 50, 458 / 500] FPS: 111.6 (43.6) , Loss/total: 0.05011 , Loss/iou: 0.05011
[val: 50, 459 / 500] FPS: 111.8 (280.3) , Loss/total: 0.05008 , Loss/iou: 0.05008
[val: 50, 460 / 500] FPS: 111.9 (295.7) , Loss/total: 0.05007 , Loss/iou: 0.05007
[val: 50, 461 / 500] FPS: 112.1 (286.8) , Loss/total: 0.05004 , Loss/iou: 0.05004
[val: 50, 462 / 500] FPS: 111.6 (38.6) , Loss/total: 0.05003 , Loss/iou: 0.05003
[val: 50, 463 / 500] FPS: 111.8 (327.5) , Loss/total: 0.05001 , Loss/iou: 0.05001
[val: 50, 464 / 500] FPS: 111.9 (319.5) , Loss/total: 0.04999 , Loss/iou: 0.04999
[val: 50, 465 / 500] FPS: 112.1 (276.8) , Loss/total: 0.04997 , Loss/iou: 0.04997
[val: 50, 466 / 500] FPS: 112.0 (81.5) , Loss/total: 0.04997 , Loss/iou: 0.04997
[val: 50, 467 / 500] FPS: 112.1 (236.4) , Loss/total: 0.04997 , Loss/iou: 0.04997
[val: 50, 468 / 500] FPS: 112.2 (247.6) , Loss/total: 0.04995 , Loss/iou: 0.04995
[val: 50, 469 / 500] FPS: 112.4 (301.7) , Loss/total: 0.04995 , Loss/iou: 0.04995
[val: 50, 470 / 500] FPS: 111.8 (32.1) , Loss/total: 0.04994 , Loss/iou: 0.04994
[val: 50, 471 / 500] FPS: 111.9 (230.4) , Loss/total: 0.04992 , Loss/iou: 0.04992
[val: 50, 472 / 500] FPS: 112.1 (281.5) , Loss/total: 0.04992 , Loss/iou: 0.04992
[val: 50, 473 / 500] FPS: 112.2 (260.5) , Loss/total: 0.04990 , Loss/iou: 0.04990
[val: 50, 474 / 500] FPS: 112.2 (98.0) , Loss/total: 0.04989 , Loss/iou: 0.04989
[val: 50, 475 / 500] FPS: 112.3 (285.1) , Loss/total: 0.04988 , Loss/iou: 0.04988
[val: 50, 476 / 500] FPS: 112.5 (322.0) , Loss/total: 0.04987 , Loss/iou: 0.04987
[val: 50, 477 / 500] FPS: 112.6 (289.1) , Loss/total: 0.04989 , Loss/iou: 0.04989
[val: 50, 478 / 500] FPS: 112.1 (34.4) , Loss/total: 0.04989 , Loss/iou: 0.04989
[val: 50, 479 / 500] FPS: 112.2 (291.7) , Loss/total: 0.04987 , Loss/iou: 0.04987
[val: 50, 480 / 500] FPS: 112.4 (319.4) , Loss/total: 0.04985 , Loss/iou: 0.04985
[val: 50, 481 / 500] FPS: 112.5 (251.3) , Loss/total: 0.04984 , Loss/iou: 0.04984
[val: 50, 482 / 500] FPS: 112.4 (89.9) , Loss/total: 0.04987 , Loss/iou: 0.04987
[val: 50, 483 / 500] FPS: 112.6 (225.4) , Loss/total: 0.04986 , Loss/iou: 0.04986
[val: 50, 484 / 500] FPS: 112.7 (287.3) , Loss/total: 0.04988 , Loss/iou: 0.04988
[val: 50, 485 / 500] FPS: 112.8 (287.7) , Loss/total: 0.04991 , Loss/iou: 0.04991
[val: 50, 486 / 500] FPS: 112.1 (28.2) , Loss/total: 0.04988 , Loss/iou: 0.04988
[val: 50, 487 / 500] FPS: 112.3 (298.4) , Loss/total: 0.04986 , Loss/iou: 0.04986
[val: 50, 488 / 500] FPS: 112.4 (253.9) , Loss/total: 0.04987 , Loss/iou: 0.04987
[val: 50, 489 / 500] FPS: 112.6 (318.2) , Loss/total: 0.04988 , Loss/iou: 0.04988
[val: 50, 490 / 500] FPS: 112.7 (311.2) , Loss/total: 0.04986 , Loss/iou: 0.04986
[val: 50, 491 / 500] FPS: 112.9 (349.3) , Loss/total: 0.04983 , Loss/iou: 0.04983
[val: 50, 492 / 500] FPS: 113.0 (290.1) , Loss/total: 0.04982 , Loss/iou: 0.04982
[val: 50, 493 / 500] FPS: 113.2 (359.7) , Loss/total: 0.04982 , Loss/iou: 0.04982
[val: 50, 494 / 500] FPS: 112.9 (48.0) , Loss/total: 0.04983 , Loss/iou: 0.04983
[val: 50, 495 / 500] FPS: 113.0 (385.8) , Loss/total: 0.04981 , Loss/iou: 0.04981
[val: 50, 496 / 500] FPS: 113.2 (377.0) , Loss/total: 0.04978 , Loss/iou: 0.04978
[val: 50, 497 / 500] FPS: 113.3 (375.7) , Loss/total: 0.04978 , Loss/iou: 0.04978
[val: 50, 498 / 500] FPS: 113.5 (382.0) , Loss/total: 0.04980 , Loss/iou: 0.04980
[val: 50, 499 / 500] FPS: 113.7 (350.4) , Loss/total: 0.04980 , Loss/iou: 0.04980
[val: 50, 500 / 500] FPS: 113.8 (377.9) , Loss/total: 0.04979 , Loss/iou: 0.04979
程序开始运行时间：
2020-08-03 19:56:15.140484
程序结束运行时间：
2020-08-04 18:17:52.888656
程序共运行：80497.000000秒