Open MrCuiHao opened 5 years ago
The result in training are as follows: step: 1540, loss: 1.3989, accuracy: 0.588 (13.88 sec/batch) step: 1560, loss: 1.2763, accuracy: 0.625 (12.85 sec/batch) step: 1580, loss: 2.9938, accuracy: 0.613 (12.66 sec/batch) step: 1600, loss: 1.3215, accuracy: 0.700 (1.01 sec/batch) step: 1620, loss: 0.4965, accuracy: 0.713 (17.85 sec/batch) step: 1640, loss: 1.4940, accuracy: 0.688 (4.32 sec/batch) step: 1660, loss: 0.4554, accuracy: 0.613 (5.13 sec/batch) step: 1680, loss: 1.0088, accuracy: 0.662 (6.21 sec/batch) step: 1700, loss: 0.1014, accuracy: 0.700 (5.01 sec/batch) step: 1720, loss: 0.2080, accuracy: 0.713 (6.62 sec/batch) step: 1740, loss: 1.7426, accuracy: 0.725 (3.81 sec/batch) step: 1760, loss: 1.6926, accuracy: 0.738 (12.97 sec/batch) step: 1780, loss: 0.3962, accuracy: 0.688 (18.84 sec/batch) step: 1800, loss: 1.0156, accuracy: 0.738 (3.54 sec/batch) step: 1820, loss: 0.4570, accuracy: 0.713 (11.37 sec/batch) step: 1840, loss: 0.1834, accuracy: 0.750 (1.00 sec/batch) step: 1860, loss: 1.3550, accuracy: 0.600 (5.51 sec/batch) step: 1880, loss: 0.1034, accuracy: 0.812 (4.54 sec/batch) step: 1900, loss: 3.2641, accuracy: 0.750 (2.22 sec/batch) step: 1920, loss: 2.3116, accuracy: 0.637 (13.77 sec/batch) step: 1940, loss: 0.4947, accuracy: 0.775 (17.61 sec/batch) step: 1960, loss: 1.2279, accuracy: 0.613 (1.03 sec/batch) step: 1980, loss: 1.3556, accuracy: 0.650 (1.05 sec/batch)
the data in rgb.txt,It's disordered :
v_HighJump_g25_c04 /media/zoro/ZORO/UCF-101-FRAME/HighJump/v_HighJump_g25_c04 96 39 v_HighJump_g25_c05 /media/zoro/ZORO/UCF-101-FRAME/HighJump/v_HighJump_g25_c05 96 39 v_RopeClimbing_g19_c05 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g19_c05 164 74 v_YoYo_g12_c04 /media/zoro/ZORO/UCF-101-FRAME/YoYo/v_YoYo_g12_c04 171 100 v_RopeClimbing_g13_c02 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c02 77 74 v_RopeClimbing_g13_c03 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c03 77 74 v_RopeClimbing_g13_c01 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c01 77 74 v_RopeClimbing_g13_c06 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c06 98 74 v_RopeClimbing_g13_c07 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c07 84 74 v_RopeClimbing_g13_c04 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c04 89 74 v_RopeClimbing_g13_c05 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c05 77 74 v_IceDancing_g04_c02 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c02 249 43 v_IceDancing_g04_c03 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c03 255 43 v_IceDancing_g04_c01 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c01 255 43 v_IceDancing_g04_c06 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c06 261 43 v_HighJump_g25_c02 /media/zoro/ZORO/UCF-101-FRAME/HighJump/v_HighJump_g25_c02 120 39 v_IceDancing_g04_c04 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c04 250 43 v_IceDancing_g04_c05 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c05 249 43 v_Fencing_g25_c01 /media/zoro/ZORO/UCF-101-FRAME/Fencing/v_Fencing_g25_c01 123 27 v_HighJump_g25_c03 /media/zoro/ZORO/UCF-101-FRAME/HighJump/v_HighJump_g25_c03 85 39 v_PlayingTabla_g03_c05 /media/zoro/ZORO/UCF-101-FRAME/PlayingTabla/v_PlayingTabla_g03_c05 254 65 v_CricketShot_g16_c02 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c02 100 23 v_CricketShot_g16_c03 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c03 98 23 v_ThrowDiscus_g19_c01 /media/zoro/ZORO/UCF-101-FRAME/ThrowDiscus/v_ThrowDiscus_g19_c01 68 92 v_CricketShot_g16_c01 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c01 104 23 v_CricketShot_g16_c06 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c06 57 23 v_CricketShot_g16_c07 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c07 50 23 v_CricketShot_g16_c04 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c04 73 23 v_CricketShot_g16_c05 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c05 47 23 v_SoccerPenalty_g04_c02 /media/zoro/ZORO/UCF-101-FRAME/SoccerPenalty/v_SoccerPenalty_g04_c02 72 84 v_CleanAndJerk_g08_c03 /media/zoro/ZORO/UCF-101-FRAME/CleanAndJerk/v_CleanAndJerk_g08_c03 110 20 v_CleanAndJerk_g08_c02 /media/zoro/ZORO/UCF-101-FRAME/CleanAndJerk/v_CleanAndJerk_g08_c02 107 20 v_CleanAndJerk_g08_c01 /media/zoro/ZORO/UCF-101-FRAME/CleanAndJerk/v_CleanAndJerk_g08_c01 236 20 v_CleanAndJerk_g08_c04 /media/zoro/ZORO/UCF-101-FRAME/CleanAndJerk/v_CleanAndJerk_g08_c04 278 20 v_Typing_g19_c01 /media/zoro/ZORO/UCF-101-FRAME/Typing/v_Typing_g19_c01 213 94 v_LongJump_g07_c02 /media/zoro/ZORO/UCF-101-FRAME/LongJump/v_LongJump_g07_c02 171 50 v_LongJump_g07_c03 /media/zoro/ZORO/UCF-101-FRAME/LongJump/v_LongJump_g07_c03 102 50 v_LongJump_g07_c01 /media/zoro/ZORO/UCF-101-FRAME/LongJump/v_LongJump_g07_c01 123 50 v_LongJump_g07_c04 /media/zoro/ZORO/UCF-101-FRAME/LongJump/v_LongJump_g07_c04 82 50 v_LongJump_g07_c05 /media/zoro/ZORO/UCF-101-FRAME/LongJump/v_LongJump_g07_c05 118 50 v_BodyWeightSquats_g18_c03 /media/zoro/ZORO/UCF-101-FRAME/BodyWeightSquats/v_BodyWeightSquats_g18_c03 211 14 v_Surfing_g24_c01 /media/zoro/ZORO/UCF-101-FRAME/Surfing/v_Surfing_g24_c01 249 87 v_HorseRace_g20_c02 /media/zoro/ZORO/UCF-101-FRAME/HorseRace/v_HorseRace_g20_c02 327 40
can you inform me of your learning rate? and at first, the accuracy may be not stable, but when the training continues, it may relieve.
The result in training are as follows: step: 1540, loss: 1.3989, accuracy: 0.588 (13.88 sec/batch) step: 1560, loss: 1.2763, accuracy: 0.625 (12.85 sec/batch) step: 1580, loss: 2.9938, accuracy: 0.613 (12.66 sec/batch) step: 1600, loss: 1.3215, accuracy: 0.700 (1.01 sec/batch) step: 1620, loss: 0.4965, accuracy: 0.713 (17.85 sec/batch) step: 1640, loss: 1.4940, accuracy: 0.688 (4.32 sec/batch) step: 1660, loss: 0.4554, accuracy: 0.613 (5.13 sec/batch) step: 1680, loss: 1.0088, accuracy: 0.662 (6.21 sec/batch) step: 1700, loss: 0.1014, accuracy: 0.700 (5.01 sec/batch) step: 1720, loss: 0.2080, accuracy: 0.713 (6.62 sec/batch) step: 1740, loss: 1.7426, accuracy: 0.725 (3.81 sec/batch) step: 1760, loss: 1.6926, accuracy: 0.738 (12.97 sec/batch) step: 1780, loss: 0.3962, accuracy: 0.688 (18.84 sec/batch) step: 1800, loss: 1.0156, accuracy: 0.738 (3.54 sec/batch) step: 1820, loss: 0.4570, accuracy: 0.713 (11.37 sec/batch) step: 1840, loss: 0.1834, accuracy: 0.750 (1.00 sec/batch) step: 1860, loss: 1.3550, accuracy: 0.600 (5.51 sec/batch) step: 1880, loss: 0.1034, accuracy: 0.812 (4.54 sec/batch) step: 1900, loss: 3.2641, accuracy: 0.750 (2.22 sec/batch) step: 1920, loss: 2.3116, accuracy: 0.637 (13.77 sec/batch) step: 1940, loss: 0.4947, accuracy: 0.775 (17.61 sec/batch) step: 1960, loss: 1.2279, accuracy: 0.613 (1.03 sec/batch) step: 1980, loss: 1.3556, accuracy: 0.650 (1.05 sec/batch)
the data in rgb.txt,It's disordered :
v_HighJump_g25_c04 /media/zoro/ZORO/UCF-101-FRAME/HighJump/v_HighJump_g25_c04 96 39 v_HighJump_g25_c05 /media/zoro/ZORO/UCF-101-FRAME/HighJump/v_HighJump_g25_c05 96 39 v_RopeClimbing_g19_c05 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g19_c05 164 74 v_YoYo_g12_c04 /media/zoro/ZORO/UCF-101-FRAME/YoYo/v_YoYo_g12_c04 171 100 v_RopeClimbing_g13_c02 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c02 77 74 v_RopeClimbing_g13_c03 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c03 77 74 v_RopeClimbing_g13_c01 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c01 77 74 v_RopeClimbing_g13_c06 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c06 98 74 v_RopeClimbing_g13_c07 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c07 84 74 v_RopeClimbing_g13_c04 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c04 89 74 v_RopeClimbing_g13_c05 /media/zoro/ZORO/UCF-101-FRAME/RopeClimbing/v_RopeClimbing_g13_c05 77 74 v_IceDancing_g04_c02 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c02 249 43 v_IceDancing_g04_c03 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c03 255 43 v_IceDancing_g04_c01 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c01 255 43 v_IceDancing_g04_c06 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c06 261 43 v_HighJump_g25_c02 /media/zoro/ZORO/UCF-101-FRAME/HighJump/v_HighJump_g25_c02 120 39 v_IceDancing_g04_c04 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c04 250 43 v_IceDancing_g04_c05 /media/zoro/ZORO/UCF-101-FRAME/IceDancing/v_IceDancing_g04_c05 249 43 v_Fencing_g25_c01 /media/zoro/ZORO/UCF-101-FRAME/Fencing/v_Fencing_g25_c01 123 27 v_HighJump_g25_c03 /media/zoro/ZORO/UCF-101-FRAME/HighJump/v_HighJump_g25_c03 85 39 v_PlayingTabla_g03_c05 /media/zoro/ZORO/UCF-101-FRAME/PlayingTabla/v_PlayingTabla_g03_c05 254 65 v_CricketShot_g16_c02 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c02 100 23 v_CricketShot_g16_c03 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c03 98 23 v_ThrowDiscus_g19_c01 /media/zoro/ZORO/UCF-101-FRAME/ThrowDiscus/v_ThrowDiscus_g19_c01 68 92 v_CricketShot_g16_c01 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c01 104 23 v_CricketShot_g16_c06 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c06 57 23 v_CricketShot_g16_c07 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c07 50 23 v_CricketShot_g16_c04 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c04 73 23 v_CricketShot_g16_c05 /media/zoro/ZORO/UCF-101-FRAME/CricketShot/v_CricketShot_g16_c05 47 23 v_SoccerPenalty_g04_c02 /media/zoro/ZORO/UCF-101-FRAME/SoccerPenalty/v_SoccerPenalty_g04_c02 72 84 v_CleanAndJerk_g08_c03 /media/zoro/ZORO/UCF-101-FRAME/CleanAndJerk/v_CleanAndJerk_g08_c03 110 20 v_CleanAndJerk_g08_c02 /media/zoro/ZORO/UCF-101-FRAME/CleanAndJerk/v_CleanAndJerk_g08_c02 107 20 v_CleanAndJerk_g08_c01 /media/zoro/ZORO/UCF-101-FRAME/CleanAndJerk/v_CleanAndJerk_g08_c01 236 20 v_CleanAndJerk_g08_c04 /media/zoro/ZORO/UCF-101-FRAME/CleanAndJerk/v_CleanAndJerk_g08_c04 278 20 v_Typing_g19_c01 /media/zoro/ZORO/UCF-101-FRAME/Typing/v_Typing_g19_c01 213 94 v_LongJump_g07_c02 /media/zoro/ZORO/UCF-101-FRAME/LongJump/v_LongJump_g07_c02 171 50 v_LongJump_g07_c03 /media/zoro/ZORO/UCF-101-FRAME/LongJump/v_LongJump_g07_c03 102 50 v_LongJump_g07_c01 /media/zoro/ZORO/UCF-101-FRAME/LongJump/v_LongJump_g07_c01 123 50 v_LongJump_g07_c04 /media/zoro/ZORO/UCF-101-FRAME/LongJump/v_LongJump_g07_c04 82 50 v_LongJump_g07_c05 /media/zoro/ZORO/UCF-101-FRAME/LongJump/v_LongJump_g07_c05 118 50 v_BodyWeightSquats_g18_c03 /media/zoro/ZORO/UCF-101-FRAME/BodyWeightSquats/v_BodyWeightSquats_g18_c03 211 14 v_Surfing_g24_c01 /media/zoro/ZORO/UCF-101-FRAME/Surfing/v_Surfing_g24_c01 249 87 v_HorseRace_g20_c02 /media/zoro/ZORO/UCF-101-FRAME/HorseRace/v_HorseRace_g20_c02 327 40