laser_weeding/experiment/log/semantic_sam/log_file.txt

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iteration : 39, ce : 0.43678617626428606, total_loss : 0.21839308813214303, time : 4
iteration : 59, ce : 0.22363422363996505, total_loss : 0.11181711181998252, time : 3
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iteration : 99, ce : 0.13958008363842964, total_loss : 0.06979004181921482, time : 3
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 99, mIoU : 86.78554050143299, best_valid_mIoU : 86.78554050143299, time : 60
iteration : 119, ce : 0.11194387599825859, total_loss : 0.05597193799912929, time : 64
iteration : 139, ce : 0.13336510248482228, total_loss : 0.06668255124241114, time : 4
iteration : 159, ce : 0.1312786541879177, total_loss : 0.06563932709395885, time : 3
iteration : 179, ce : 0.12188598942011594, total_loss : 0.06094299471005797, time : 3
iteration : 199, ce : 0.11663060411810874, total_loss : 0.05831530205905437, time : 4
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 199, mIoU : 89.69729538718849, best_valid_mIoU : 89.69729538718849, time : 59
iteration : 219, ce : 0.1029241617769003, total_loss : 0.05146208088845015, time : 63
iteration : 239, ce : 0.12284142505377531, total_loss : 0.061420712526887654, time : 4
iteration : 259, ce : 0.11378218494355678, total_loss : 0.05689109247177839, time : 3
iteration : 279, ce : 0.11434118337929249, total_loss : 0.05717059168964624, time : 4
iteration : 299, ce : 0.11516949944198132, total_loss : 0.05758474972099066, time : 3
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 299, mIoU : 90.45565191317206, best_valid_mIoU : 90.45565191317206, time : 60
iteration : 319, ce : 0.11855659522116184, total_loss : 0.05927829761058092, time : 64
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iteration : 359, ce : 0.10985201448202134, total_loss : 0.05492600724101067, time : 3
iteration : 379, ce : 0.09583570621907711, total_loss : 0.047917853109538555, time : 4
iteration : 399, ce : 0.10013786368072033, total_loss : 0.05006893184036017, time : 4
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 399, mIoU : 90.56240643946504, best_valid_mIoU : 90.56240643946504, time : 62
iteration : 419, ce : 0.09867587257176638, total_loss : 0.04933793628588319, time : 67
iteration : 439, ce : 0.10385298412293195, total_loss : 0.051926492061465976, time : 4
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iteration : 499, ce : 0.08710500337183476, total_loss : 0.04355250168591738, time : 3
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 499, mIoU : 91.15427718021175, best_valid_mIoU : 91.15427718021175, time : 57
iteration : 519, ce : 0.10585700683295726, total_loss : 0.05292850341647863, time : 61
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iteration : 99, ce : 0.22329067587852477, total_loss : 0.11164533793926239, time : 10
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iteration : 39, ce : 0.6238171197474003, total_loss : 0.31190855987370014, time : 10
iteration : 59, ce : 0.546618615090847, total_loss : 0.2733093075454235, time : 10
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iteration : 99, ce : 0.22327864803373815, total_loss : 0.11163932401686907, time : 10
iteration : 19, ce : 1.6118965715169906, total_loss : 0.8059482857584953, time : 10
iteration : 39, ce : 0.6238209880888462, total_loss : 0.3119104940444231, time : 10
iteration : 59, ce : 0.5466369971632957, total_loss : 0.27331849858164786, time : 10
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iteration : 99, ce : 0.22328564003109933, total_loss : 0.11164282001554966, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 99, mIoU : 76.15534017940087, best_valid_mIoU : 76.15534017940087, time : 43
iteration : 119, ce : 0.1746383562684059, total_loss : 0.08731917813420295, time : 53
iteration : 139, ce : 0.1467339999973774, total_loss : 0.0733669999986887, time : 10
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iteration : 199, ce : 0.12117353715002536, total_loss : 0.06058676857501268, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 199, mIoU : 89.77212887720785, best_valid_mIoU : 89.77212887720785, time : 44
iteration : 219, ce : 0.12305688261985778, total_loss : 0.06152844130992889, time : 54
iteration : 239, ce : 0.11886226013302803, total_loss : 0.059431130066514015, time : 10
iteration : 259, ce : 0.13031740970909594, total_loss : 0.06515870485454797, time : 10
iteration : 279, ce : 0.1261220879852772, total_loss : 0.0630610439926386, time : 10
iteration : 299, ce : 0.11300399377942086, total_loss : 0.05650199688971043, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 299, mIoU : 90.50859210757906, best_valid_mIoU : 90.50859210757906, time : 44
iteration : 319, ce : 0.13202827107161283, total_loss : 0.06601413553580641, time : 54
iteration : 339, ce : 0.10633355155587196, total_loss : 0.05316677577793598, time : 10
iteration : 359, ce : 0.11914260871708393, total_loss : 0.059571304358541965, time : 10
iteration : 379, ce : 0.10447845719754696, total_loss : 0.05223922859877348, time : 10
iteration : 399, ce : 0.10292214751243592, total_loss : 0.05146107375621796, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 399, mIoU : 91.10752328387134, best_valid_mIoU : 91.10752328387134, time : 44
iteration : 419, ce : 0.11132022961974145, total_loss : 0.05566011480987072, time : 54
iteration : 439, ce : 0.11224379669874907, total_loss : 0.05612189834937453, time : 10
iteration : 459, ce : 0.09896511361002922, total_loss : 0.04948255680501461, time : 10
iteration : 479, ce : 0.09913789071142673, total_loss : 0.049568945355713365, time : 10
iteration : 499, ce : 0.1061447437852621, total_loss : 0.05307237189263105, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 499, mIoU : 91.4555279922262, best_valid_mIoU : 91.4555279922262, time : 44
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iteration : 699, ce : 0.10727790277451277, total_loss : 0.053638951387256384, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
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iteration : 99, ce : 0.2633991166949272, total_loss : 0.1316995583474636, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 99, mIoU : 45.60033837143256, best_valid_mIoU : 45.60033837143256, time : 41
iteration : 119, ce : 0.21824998827651143, total_loss : 0.10912499413825572, time : 52
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iteration : 199, ce : 0.1627231553196907, total_loss : 0.08136157765984535, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
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iteration : 299, ce : 0.08906380720436573, total_loss : 0.044531903602182864, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
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iteration : 399, ce : 0.10583090535365045, total_loss : 0.05291545267682522, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 399, mIoU : 88.4803214947598, best_valid_mIoU : 88.4803214947598, time : 42
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iteration : 499, ce : 0.06429818458855152, total_loss : 0.03214909229427576, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 499, mIoU : 89.647283352165, best_valid_mIoU : 89.647283352165, time : 42
iteration : 519, ce : 0.05206382665783167, total_loss : 0.026031913328915836, time : 53
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iteration : 599, ce : 0.06588180274702608, total_loss : 0.03294090137351304, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
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iteration : 799, ce : 0.06230988763272762, total_loss : 0.03115494381636381, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
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iteration : 819, ce : 0.06486173206940293, total_loss : 0.03243086603470147, time : 53
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iteration : 899, ce : 0.05902999769896269, total_loss : 0.029514998849481344, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 899, mIoU : 90.77366247407701, best_valid_mIoU : 90.77366247407701, time : 42
iteration : 919, ce : 0.05046119377948344, total_loss : 0.02523059688974172, time : 53
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iteration : 999, ce : 0.04117121635936201, total_loss : 0.020585608179681004, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
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iteration : 1099, mIoU : 90.65854459999014, best_valid_mIoU : 90.95911907670035, time : 42
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iteration : 1199, ce : 0.0586970953270793, total_loss : 0.02934854766353965, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
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iteration : 1499, mIoU : 91.04520387661324, best_valid_mIoU : 91.30907206844861, time : 41
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iteration : 1599, ce : 0.05065902634523809, total_loss : 0.025329513172619045, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 1599, mIoU : 91.3858830174658, best_valid_mIoU : 91.3858830174658, time : 42
iteration : 1619, ce : 0.042945701791904864, total_loss : 0.021472850895952432, time : 53
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iteration : 79, ce : 0.1747898418456316, total_loss : 0.0873949209228158, time : 10
iteration : 99, ce : 0.17478084242902697, total_loss : 0.08739042121451349, time : 10
iteration : 19, ce : 0.8456787191331386, total_loss : 0.4228393595665693, time : 10
iteration : 39, ce : 0.45643005296587946, total_loss : 0.22821502648293973, time : 10
iteration : 59, ce : 0.5015822313725948, total_loss : 0.2507911156862974, time : 10
iteration : 79, ce : 0.1747533490881324, total_loss : 0.0873766745440662, time : 10
iteration : 99, ce : 0.17461899896152316, total_loss : 0.08730949948076158, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 99, mIoU : 70.67741422260869, best_valid_mIoU : 70.67741422260869, time : 48
iteration : 119, ce : 0.17073935624212028, total_loss : 0.08536967812106014, time : 58
iteration : 139, ce : 0.13068198719993235, total_loss : 0.06534099359996617, time : 10
iteration : 159, ce : 0.08914234582334757, total_loss : 0.044571172911673784, time : 10
iteration : 179, ce : 0.1461833517998457, total_loss : 0.07309167589992285, time : 10
iteration : 199, ce : 0.11983967162668704, total_loss : 0.05991983581334352, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 199, mIoU : 71.61286606894889, best_valid_mIoU : 71.61286606894889, time : 48
iteration : 219, ce : 0.11703812740743161, total_loss : 0.058519063703715804, time : 58
iteration : 239, ce : 0.126152902841568, total_loss : 0.063076451420784, time : 10
iteration : 259, ce : 0.11562294252216816, total_loss : 0.05781147126108408, time : 10
iteration : 279, ce : 0.09897459410130978, total_loss : 0.04948729705065489, time : 10
iteration : 299, ce : 0.12509905751794576, total_loss : 0.06254952875897288, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 299, mIoU : 80.60803678405016, best_valid_mIoU : 80.60803678405016, time : 49
iteration : 319, ce : 0.09828957775607705, total_loss : 0.049144788878038526, time : 59
iteration : 339, ce : 0.08943888759240508, total_loss : 0.04471944379620254, time : 10
iteration : 359, ce : 0.06585264699533581, total_loss : 0.03292632349766791, time : 10
iteration : 379, ce : 0.09908102322369813, total_loss : 0.04954051161184907, time : 10
iteration : 399, ce : 0.06755148817319423, total_loss : 0.033775744086597115, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 399, mIoU : 83.12914567271814, best_valid_mIoU : 83.12914567271814, time : 48
iteration : 419, ce : 0.07650328939780593, total_loss : 0.038251644698902965, time : 59
iteration : 439, ce : 0.12737306039780377, total_loss : 0.06368653019890189, time : 10
iteration : 459, ce : 0.09591937027871608, total_loss : 0.04795968513935804, time : 10
iteration : 479, ce : 0.10537517564371228, total_loss : 0.05268758782185614, time : 10
iteration : 499, ce : 0.08678049889858812, total_loss : 0.04339024944929406, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 499, mIoU : 86.71075383127464, best_valid_mIoU : 86.71075383127464, time : 48
iteration : 519, ce : 0.065172965452075, total_loss : 0.0325864827260375, time : 58
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iteration : 559, ce : 0.11086338181048631, total_loss : 0.05543169090524316, time : 10
iteration : 579, ce : 0.11131466701626777, total_loss : 0.055657333508133885, time : 10
iteration : 599, ce : 0.09892227221280336, total_loss : 0.04946113610640168, time : 10
iteration : 599, mIoU : 83.43759111648548, best_valid_mIoU : 86.71075383127464, time : 49
iteration : 619, ce : 0.060881080804392695, total_loss : 0.030440540402196348, time : 59
iteration : 639, ce : 0.06826045289635659, total_loss : 0.03413022644817829, time : 10
iteration : 659, ce : 0.08870259951800108, total_loss : 0.04435129975900054, time : 10
iteration : 679, ce : 0.11652187979780138, total_loss : 0.05826093989890069, time : 10
iteration : 699, ce : 0.07042193752713502, total_loss : 0.03521096876356751, time : 10
iteration : 699, mIoU : 83.23095958793452, best_valid_mIoU : 86.71075383127464, time : 48
iteration : 719, ce : 0.0663936838041991, total_loss : 0.03319684190209955, time : 58
iteration : 739, ce : 0.06597791106905788, total_loss : 0.03298895553452894, time : 10
iteration : 759, ce : 0.06343856947496533, total_loss : 0.031719284737482666, time : 10
iteration : 779, ce : 0.09711240408942104, total_loss : 0.04855620204471052, time : 10
iteration : 799, ce : 0.07680428037419915, total_loss : 0.03840214018709957, time : 10
iteration : 799, mIoU : 81.43817219158842, best_valid_mIoU : 86.71075383127464, time : 48
iteration : 819, ce : 0.07191853327676653, total_loss : 0.03595926663838327, time : 58
iteration : 839, ce : 0.08352819001302123, total_loss : 0.04176409500651061, time : 10
iteration : 859, ce : 0.07599039357155561, total_loss : 0.037995196785777806, time : 10
iteration : 879, ce : 0.10239242473617197, total_loss : 0.05119621236808598, time : 10
iteration : 899, ce : 0.07294631809927524, total_loss : 0.03647315904963762, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 899, mIoU : 88.7458099910793, best_valid_mIoU : 88.7458099910793, time : 48
iteration : 919, ce : 0.0750368535052985, total_loss : 0.03751842675264925, time : 59
iteration : 939, ce : 0.07469065655022859, total_loss : 0.037345328275114296, time : 10
iteration : 959, ce : 0.09910964691080153, total_loss : 0.049554823455400764, time : 10
iteration : 979, ce : 0.07515906286425889, total_loss : 0.03757953143212944, time : 10
iteration : 999, ce : 0.04880384765565395, total_loss : 0.024401923827826976, time : 10
iteration : 999, mIoU : 87.94771838428038, best_valid_mIoU : 88.7458099910793, time : 48
iteration : 1019, ce : 0.0596143594942987, total_loss : 0.02980717974714935, time : 59
iteration : 1039, ce : 0.07017137254588306, total_loss : 0.03508568627294153, time : 10
iteration : 1059, ce : 0.04953117328695953, total_loss : 0.024765586643479765, time : 10
iteration : 1079, ce : 0.06962326178327202, total_loss : 0.03481163089163601, time : 10
iteration : 1099, ce : 0.1142594498116523, total_loss : 0.05712972490582615, time : 10
saved model in ./experiment/model/semantic_sam/model.pth
iteration : 1099, mIoU : 90.2042178204663, best_valid_mIoU : 90.2042178204663, time : 49
iteration : 1119, ce : 0.06606756038963794, total_loss : 0.03303378019481897, time : 59
iteration : 1139, ce : 0.08854892421513796, total_loss : 0.04427446210756898, time : 10
iteration : 1159, ce : 0.07104225680232049, total_loss : 0.03552112840116024, time : 10
iteration : 1179, ce : 0.08063898030668497, total_loss : 0.040319490153342484, time : 10
iteration : 1199, ce : 0.06300937542691827, total_loss : 0.031504687713459135, time : 10
iteration : 1199, mIoU : 87.81258921438592, best_valid_mIoU : 90.2042178204663, time : 48
iteration : 1219, ce : 0.06756734945811331, total_loss : 0.033783674729056655, time : 58
iteration : 1239, ce : 0.08060045670717955, total_loss : 0.040300228353589776, time : 10
iteration : 1259, ce : 0.06920733847655355, total_loss : 0.03460366923827678, time : 10