[2025-09-24 16:01:55,229] [SEDG] [INFO] 
[2025-09-24 16:01:55,229] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-24 16:03:16,088] [SEDG] [INFO] Epoch:0 || Train Acc@1  52.50 ( 48.09), Train Cla Loss 2.1988e+02 (4.1343e+02)
[2025-09-24 16:03:18,017] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [62.02531814575195, 59.09090805053711, 41.13924026489258, 64.77986907958984, 56.25, 46.5838508605957, 53.4591178894043, 58.75], Val Loss  [0.6878738290146936, 0.6902511065656488, 0.6995796651779851, 0.6839623282540519, 0.6881543874740601, 0.6986163114168629, 0.6909191308531372, 0.6898076057434082] || Best Acc@1:55.260
[2025-09-24 16:03:18,018] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [39.75155258178711, 55.9748420715332, 46.25, 40.37267303466797, 60.50955581665039, 58.536582946777344], Test Loss [0.7066099784389046, 0.6898140629882332, 0.6934057235717773, 0.7001631345067706, 0.6876642962170255, 0.6878984992097064]
[2025-09-24 16:03:18,166] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-24 16:04:39,146] [SEDG] [INFO] Epoch:1 || Train Acc@1  51.88 ( 49.32), Train Cla Loss 2.3148e+02 (2.2448e+02)
[2025-09-24 16:04:40,304] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [50.632911682128906, 57.14285659790039, 48.73417663574219, 50.94339370727539, 43.125, 60.24844741821289, 53.4591178894043, 54.375], Val Loss  [0.817324247541307, 0.7163750459621478, 0.7980980782569209, 0.7543338271057081, 0.7924380779266358, 0.7440326402646414, 0.7383795654248891, 0.7261572003364563] || Best Acc@1:55.260
[2025-09-24 16:04:40,304] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [50.931678771972656, 47.79874038696289, 43.75, 57.76397705078125, 41.401275634765625, 47.15446853637695], Test Loss [0.821854077140737, 0.7596314054615093, 0.8009936690330506, 0.7351034161466989, 0.7958962678150007, 0.7924834000385874]
[2025-09-24 16:04:40,665] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-24 16:06:03,388] [SEDG] [INFO] Epoch:2 || Train Acc@1  48.12 ( 50.34), Train Cla Loss 2.1031e+02 (2.1041e+02)
[2025-09-24 16:06:05,117] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [46.835445404052734, 45.45454406738281, 68.35443115234375, 48.427669525146484, 42.5, 64.59627532958984, 54.08804702758789, 46.875], Val Loss  [0.7411449853378006, 0.7602306635348828, 0.611901234976853, 0.7363107421863004, 0.7568508863449097, 0.625489874656156, 0.6990202747800816, 0.7686810612678527] || Best Acc@1:55.260
[2025-09-24 16:06:05,117] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [66.45962524414062, 54.71697998046875, 39.375, 65.83850860595703, 44.58598709106445, 36.585365295410156], Test Loss [0.6239765878789914, 0.7012221944407098, 0.8054603815078736, 0.6273151750890364, 0.7558737587017618, 0.7842940542756057]
[2025-09-24 16:06:05,468] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-24 16:07:27,266] [SEDG] [INFO] Epoch:3 || Train Acc@1  56.25 ( 51.64), Train Cla Loss 1.8976e+02 (2.0192e+02)
[2025-09-24 16:07:28,753] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [58.86075973510742, 46.75324630737305, 73.417724609375, 45.911949157714844, 43.125, 65.21739196777344, 50.94339370727539, 49.375], Val Loss  [0.6756965314285664, 0.7514926411888816, 0.5778524475761607, 0.7482408063966524, 0.7736159920692444, 0.6288158219793568, 0.7191727060192036, 0.7334795117378234] || Best Acc@1:55.260
[2025-09-24 16:07:28,754] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [68.32298278808594, 51.57232666015625, 46.875, 68.94409942626953, 51.59235763549805, 45.5284538269043], Test Loss [0.5873175385575857, 0.7296678322666096, 0.7346607208251953, 0.5982499652027343, 0.7009455884338185, 0.7521711515217293]
[2025-09-24 16:07:29,100] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-24 16:08:49,185] [SEDG] [INFO] Epoch:4 || Train Acc@1  52.19 ( 52.24), Train Cla Loss 2.0772e+02 (1.9860e+02)
[2025-09-24 16:08:51,181] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [55.06329345703125, 42.20779037475586, 85.44303894042969, 49.68553161621094, 36.25, 81.98757934570312, 51.57232666015625, 42.5], Val Loss  [0.6941665041295788, 0.8095642359225781, 0.49368255576000936, 0.7599162643060744, 0.8448796033859253, 0.5042317587396373, 0.7307399282665372, 0.7928269743919373] || Best Acc@1:55.589
[2025-09-24 16:08:51,181] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [85.71428680419922, 53.4591178894043, 41.25, 83.22981262207031, 55.41401290893555, 37.398372650146484], Test Loss [0.47770411238907284, 0.7252079094730833, 0.8307028412818909, 0.4905999645313121, 0.7250928742111109, 0.8173812433956115]
[2025-09-24 16:08:51,610] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-24 16:10:12,289] [SEDG] [INFO] Epoch:5 || Train Acc@1  53.12 ( 52.65), Train Cla Loss 1.8613e+02 (1.9493e+02)
[2025-09-24 16:10:13,708] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [55.696205139160156, 42.20779037475586, 80.37974548339844, 43.39622497558594, 35.0, 81.36646270751953, 55.345909118652344, 40.0], Val Loss  [0.6955339342732972, 0.8123215282118166, 0.5194478065152711, 0.7930554803812279, 0.8690544009208679, 0.5297775116766462, 0.694774403886975, 0.8199274420738221] || Best Acc@1:55.589
[2025-09-24 16:10:13,708] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [81.98757934570312, 50.94339370727539, 49.375, 75.77639770507812, 50.31847381591797, 33.33333206176758], Test Loss [0.4905935451851128, 0.7173835995062342, 0.7644360065460205, 0.5532557873622231, 0.7497234230588197, 0.8568682515524267]
[2025-09-24 16:10:14,595] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-24 16:11:35,682] [SEDG] [INFO] Epoch:6 || Train Acc@1  52.03 ( 53.08), Train Cla Loss 1.9718e+02 (1.9071e+02)
[2025-09-24 16:11:37,954] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [51.26582336425781, 46.10389709472656, 83.54430389404297, 44.02515411376953, 39.375, 85.09317016601562, 57.86163330078125, 44.375], Val Loss  [0.720255477518975, 0.7816563271856928, 0.49244888900201533, 0.8043099802994879, 0.8422884106636047, 0.4768762384882625, 0.7036382882100232, 0.8136112213134765] || Best Acc@1:56.455
[2025-09-24 16:11:37,955] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [89.44099426269531, 54.71697998046875, 50.0, 84.47205352783203, 47.77070236206055, 32.52032470703125], Test Loss [0.4597457036468553, 0.755231740714619, 0.7594252824783325, 0.4986282694413795, 0.7643466800641102, 0.9186846667188939]
[2025-09-24 16:11:38,298] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-24 16:13:05,469] [SEDG] [INFO] Epoch:7 || Train Acc@1  52.19 ( 53.47), Train Cla Loss 1.9099e+02 (1.8564e+02)
[2025-09-24 16:13:08,088] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [55.696205139160156, 40.90909194946289, 82.27848052978516, 52.201255798339844, 36.875, 82.60869598388672, 48.427669525146484, 41.25], Val Loss  [0.700327382057528, 0.8185449358704803, 0.4791471678999406, 0.7220852851117932, 0.8486502647399903, 0.4894710257186653, 0.7355338203832038, 0.8484673500061035] || Best Acc@1:56.455
[2025-09-24 16:13:08,088] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [83.22981262207031, 56.6037712097168, 46.875, 87.57764434814453, 42.03821563720703, 37.398372650146484], Test Loss [0.4964872600499147, 0.6871185512662684, 0.7999255418777466, 0.44203718922893454, 0.8495956036695249, 0.8565267712120118]
[2025-09-24 16:13:08,562] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-24 16:14:31,346] [SEDG] [INFO] Epoch:8 || Train Acc@1  53.75 ( 53.67), Train Cla Loss 1.7861e+02 (1.8233e+02)
[2025-09-24 16:14:33,652] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [58.86075973510742, 38.31168746948242, 86.0759506225586, 43.39622497558594, 33.125, 86.33540344238281, 55.9748420715332, 44.375], Val Loss  [0.7011074808579457, 0.8573127009651877, 0.4708045340037044, 0.7834312518437704, 0.8989605665206909, 0.4579864496029682, 0.6755282657701265, 0.8382698893547058] || Best Acc@1:56.455
[2025-09-24 16:14:33,674] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [84.47205352783203, 49.056602478027344, 43.75, 83.85093688964844, 44.58598709106445, 34.146339416503906], Test Loss [0.4661704938604225, 0.729385440829415, 0.8077275395393372, 0.49491982300829446, 0.7849426368239579, 0.8764550845797469]
[2025-09-24 16:14:34,100] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-24 16:15:59,222] [SEDG] [INFO] Epoch:9 || Train Acc@1  55.47 ( 53.53), Train Cla Loss 1.6673e+02 (1.7887e+02)
[2025-09-24 16:16:02,268] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [53.79747009277344, 39.610389709472656, 87.3417739868164, 46.54087829589844, 35.625, 87.57764434814453, 62.2641487121582, 41.25], Val Loss  [0.712767663635785, 0.8322662153801361, 0.45157424709464933, 0.7446638124543916, 0.8504303812980651, 0.4627206317201164, 0.6778186544682245, 0.8163281679153442] || Best Acc@1:56.751
[2025-09-24 16:16:02,268] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [86.33540344238281, 45.283016204833984, 45.625, 88.19876098632812, 43.312103271484375, 33.33333206176758], Test Loss [0.46378444625724174, 0.7561786680851342, 0.7772532224655151, 0.45260650215682036, 0.7653925669421057, 0.8876593335857236]
[2025-09-24 16:16:02,784] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-24 16:17:23,997] [SEDG] [INFO] Epoch:10 || Train Acc@1  53.75 ( 53.74), Train Cla Loss 1.7616e+02 (1.7485e+02)
[2025-09-24 16:17:25,905] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [48.73417663574219, 37.01298522949219, 89.87342071533203, 50.94339370727539, 31.25, 91.30435180664062, 58.490562438964844, 42.5], Val Loss  [0.722356370732754, 0.8535380015125522, 0.46073214766345444, 0.7309165375787507, 0.8815154552459716, 0.42302110643120283, 0.6999326153371319, 0.8152657151222229] || Best Acc@1:56.751
[2025-09-24 16:17:25,905] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [90.68323516845703, 50.3144645690918, 41.875, 86.9565200805664, 45.8598747253418, 29.268291473388672], Test Loss [0.4369425980941109, 0.7489885665335745, 0.8111490964889526, 0.4692489669559905, 0.7743459579291617, 0.8504137750563583]
[2025-09-24 16:17:26,265] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-24 16:18:45,211] [SEDG] [INFO] Epoch:11 || Train Acc@1  54.84 ( 54.14), Train Cla Loss 1.6371e+02 (1.7035e+02)
[2025-09-24 16:18:47,413] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [56.96202850341797, 40.25973892211914, 89.87342071533203, 50.3144645690918, 31.875, 86.33540344238281, 56.6037712097168, 43.125], Val Loss  [0.6903116997284225, 0.8488493050847735, 0.4644731087020681, 0.7497217227827828, 0.8563190579414368, 0.44447953452975114, 0.7042839890755948, 0.7937911629676819] || Best Acc@1:56.919
[2025-09-24 16:18:47,413] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [88.19876098632812, 52.201255798339844, 47.5, 87.57764434814453, 47.133758544921875, 33.33333206176758], Test Loss [0.46328033941873115, 0.7118766229107695, 0.8030872583389282, 0.4775913835312269, 0.77897622972537, 0.8586968319202827]
[2025-09-24 16:18:47,795] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-24 16:20:06,283] [SEDG] [INFO] Epoch:12 || Train Acc@1  52.66 ( 54.05), Train Cla Loss 1.6967e+02 (1.6691e+02)
[2025-09-24 16:20:07,623] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [52.531646728515625, 38.96104049682617, 89.87342071533203, 51.57232666015625, 32.5, 86.9565200805664, 58.490562438964844, 41.25], Val Loss  [0.7080768897563596, 0.8006364517397695, 0.45129729448994504, 0.7165136284798196, 0.8847586989402771, 0.4710670862323749, 0.6771013901668524, 0.7796865224838256] || Best Acc@1:56.919
[2025-09-24 16:20:07,623] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [88.81987762451172, 55.345909118652344, 42.5, 91.30435180664062, 43.94904708862305, 31.70731544494629], Test Loss [0.4691953362885469, 0.7190386750413187, 0.7918684124946594, 0.4413317380854802, 0.7688407529691222, 0.8572290971027157]
[2025-09-24 16:20:08,171] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-24 16:21:26,186] [SEDG] [INFO] Epoch:13 || Train Acc@1  53.75 ( 54.29), Train Cla Loss 1.6271e+02 (1.6312e+02)
[2025-09-24 16:21:28,060] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [62.65822982788086, 41.558441162109375, 86.7088623046875, 52.201255798339844, 33.75, 85.71428680419922, 58.490562438964844, 40.625], Val Loss  [0.6855081221725368, 0.7990357504262553, 0.48462231249748905, 0.7136863117697854, 0.8505762100219727, 0.48880245226510566, 0.6906486206084678, 0.7920907258987426] || Best Acc@1:57.713
[2025-09-24 16:21:28,061] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [89.44099426269531, 52.8301887512207, 45.625, 83.85093688964844, 50.31847381591797, 33.33333206176758], Test Loss [0.48807535167806637, 0.7058270491144192, 0.7661666393280029, 0.4891437125502166, 0.7441453869175759, 0.8277605132358831]
[2025-09-24 16:21:28,399] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-24 16:22:51,645] [SEDG] [INFO] Epoch:14 || Train Acc@1  56.09 ( 54.43), Train Cla Loss 1.5433e+02 (1.5991e+02)
[2025-09-24 16:22:53,850] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [56.32911682128906, 42.20779037475586, 90.50633239746094, 52.201255798339844, 31.875, 91.30435180664062, 56.6037712097168, 39.375], Val Loss  [0.683538850349716, 0.7907457591651322, 0.48698579623729366, 0.7129107593740307, 0.8548617124557495, 0.4832759573592903, 0.6857379375013916, 0.7957987189292908] || Best Acc@1:57.713
[2025-09-24 16:22:53,851] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [90.68323516845703, 50.94339370727539, 44.375, 91.30435180664062, 43.94904708862305, 30.89430809020996], Test Loss [0.47928740315555785, 0.7260162830352783, 0.7673482894897461, 0.4768751974431624, 0.766850375445785, 0.850291445487883]
[2025-09-24 16:22:54,136] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-24 16:24:17,787] [SEDG] [INFO] Epoch:15 || Train Acc@1  52.03 ( 54.46), Train Cla Loss 1.5481e+02 (1.5667e+02)
[2025-09-24 16:24:20,342] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [53.16455841064453, 37.66233825683594, 86.7088623046875, 50.3144645690918, 31.25, 84.47205352783203, 54.08804702758789, 43.125], Val Loss  [0.6990012081363534, 0.827623167595306, 0.5015203469916235, 0.6966284131104091, 0.8379359245300293, 0.5148845066935379, 0.7031936266887113, 0.7852020859718323] || Best Acc@1:57.713
[2025-09-24 16:24:20,343] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [90.68323516845703, 55.345909118652344, 43.75, 85.09317016601562, 43.94904708862305, 34.146339416503906], Test Loss [0.46177227656293357, 0.6992998869164185, 0.7461597561836243, 0.5067173853424025, 0.7656072647708236, 0.8272678614631901]
[2025-09-24 16:24:20,631] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-24 16:25:44,628] [SEDG] [INFO] Epoch:16 || Train Acc@1  54.84 ( 54.78), Train Cla Loss 1.5351e+02 (1.5373e+02)
[2025-09-24 16:25:46,909] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [57.59493637084961, 37.66233825683594, 91.13924407958984, 50.94339370727539, 30.0, 86.9565200805664, 57.232704162597656, 41.875], Val Loss  [0.6738799704781061, 0.8121556539040107, 0.46385856897016114, 0.6952434804454539, 0.8666163682937622, 0.46630780297036495, 0.6784358035843328, 0.7842403650283813] || Best Acc@1:57.713
[2025-09-24 16:25:46,909] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [90.0621109008789, 51.57232666015625, 40.0, 88.81987762451172, 43.94904708862305, 32.52032470703125], Test Loss [0.4787727910909593, 0.7267960186274547, 0.8044966459274292, 0.47686474848978266, 0.7567472385752733, 0.845098870556529]
[2025-09-24 16:25:47,241] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-24 16:27:12,915] [SEDG] [INFO] Epoch:17 || Train Acc@1  54.69 ( 54.84), Train Cla Loss 1.4929e+02 (1.5191e+02)
[2025-09-24 16:27:14,902] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [57.59493637084961, 44.80519485473633, 88.60759735107422, 49.68553161621094, 33.75, 90.0621109008789, 54.08804702758789, 42.5], Val Loss  [0.6753680177881748, 0.7795533847499203, 0.46706094130685055, 0.7118006221153451, 0.8466224789619445, 0.4887486183495255, 0.6985478093789058, 0.7897883534431458] || Best Acc@1:57.713
[2025-09-24 16:27:14,902] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [88.19876098632812, 47.79874038696289, 46.25, 89.44099426269531, 42.03821563720703, 34.959346771240234], Test Loss [0.4954353037828244, 0.7149887339873884, 0.7912236452102661, 0.4788441469210275, 0.7645885860844023, 0.8163425442649097]
[2025-09-24 16:27:15,350] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-24 16:28:36,871] [SEDG] [INFO] Epoch:18 || Train Acc@1  55.31 ( 55.42), Train Cla Loss 1.4966e+02 (1.4913e+02)
[2025-09-24 16:28:38,652] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [54.430381774902344, 37.66233825683594, 88.60759735107422, 47.79874038696289, 30.625, 86.9565200805664, 55.345909118652344, 40.0], Val Loss  [0.6874070808857302, 0.7982336731700154, 0.49048499668700785, 0.7069584292435797, 0.8315730690956116, 0.5007938402039664, 0.683553639073042, 0.7748354911804199] || Best Acc@1:57.713
[2025-09-24 16:28:38,660] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [91.92546844482422, 50.3144645690918, 46.25, 86.9565200805664, 47.77070236206055, 28.455284118652344], Test Loss [0.47687385930037646, 0.734091858818846, 0.7527347445487976, 0.5034412049358676, 0.7214413433317926, 0.842634858154669]
[2025-09-24 16:28:39,096] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-24 16:30:00,851] [SEDG] [INFO] Epoch:19 || Train Acc@1  54.38 ( 55.69), Train Cla Loss 1.4770e+02 (1.4747e+02)
[2025-09-24 16:30:02,463] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [48.73417663574219, 41.558441162109375, 87.97468566894531, 50.94339370727539, 31.25, 88.19876098632812, 60.377357482910156, 38.125], Val Loss  [0.7264689063724084, 0.7894836068153381, 0.4891542475434798, 0.7267958027011944, 0.8273101568222045, 0.4712882199272606, 0.6882367707648367, 0.7955792903900146] || Best Acc@1:57.713
[2025-09-24 16:30:02,463] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [86.33540344238281, 50.3144645690918, 43.125, 89.44099426269531, 43.312103271484375, 32.52032470703125], Test Loss [0.4898953857999411, 0.7209690123234155, 0.7885797142982482, 0.485406742332885, 0.7546606029674505, 0.798922540211096]
[2025-09-24 16:30:02,827] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-24 16:31:20,176] [SEDG] [INFO] Epoch:20 || Train Acc@1  55.94 ( 55.72), Train Cla Loss 1.4535e+02 (1.4638e+02)
[2025-09-24 16:31:21,699] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [62.02531814575195, 41.558441162109375, 88.60759735107422, 54.08804702758789, 30.0, 90.0621109008789, 59.7484245300293, 44.375], Val Loss  [0.6600251741047147, 0.7718946306736438, 0.49774732657625703, 0.7227950564720346, 0.8458959579467773, 0.4950180133307202, 0.6777922938454826, 0.7513297319412231] || Best Acc@1:58.808
[2025-09-24 16:31:21,700] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [87.57764434814453, 47.79874038696289, 41.875, 86.9565200805664, 45.222930908203125, 32.52032470703125], Test Loss [0.4968998030475948, 0.7316065861743951, 0.7587791323661804, 0.514713208127466, 0.7403827199510707, 0.836469958952772]
[2025-09-24 16:31:21,964] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-24 16:32:38,176] [SEDG] [INFO] Epoch:21 || Train Acc@1  57.97 ( 55.72), Train Cla Loss 1.4027e+02 (1.4542e+02)
[2025-09-24 16:32:39,871] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [62.65822982788086, 40.90909194946289, 89.87342071533203, 50.94339370727539, 35.0, 86.9565200805664, 55.345909118652344, 39.375], Val Loss  [0.6533704377427886, 0.8003267645835876, 0.4891452374337595, 0.7205334875568654, 0.8180718421936035, 0.5031545400989722, 0.6901498943004968, 0.7800221562385559] || Best Acc@1:58.808
[2025-09-24 16:32:39,872] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [91.30435180664062, 47.79874038696289, 45.0, 89.44099426269531, 41.401275634765625, 35.77235794067383], Test Loss [0.4942752130283332, 0.7382065451370096, 0.7530511856079102, 0.503493130577277, 0.7704900055174615, 0.8233391254898009]
[2025-09-24 16:32:40,207] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-24 16:34:04,148] [SEDG] [INFO] Epoch:22 || Train Acc@1  57.03 ( 55.96), Train Cla Loss 1.4211e+02 (1.4406e+02)
[2025-09-24 16:34:06,262] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [60.126583099365234, 45.45454406738281, 89.24050903320312, 52.201255798339844, 33.75, 84.47205352783203, 58.490562438964844, 38.75], Val Loss  [0.6699016652529752, 0.7730058555479173, 0.49373203666904303, 0.6971396286532564, 0.8048492312431336, 0.5283187053958822, 0.6823262219908852, 0.7871615052223205] || Best Acc@1:58.808
[2025-09-24 16:34:06,263] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [85.09317016601562, 53.4591178894043, 47.5, 83.85093688964844, 52.866241455078125, 34.959346771240234], Test Loss [0.5229331938006123, 0.7037513346042273, 0.7370783925056458, 0.5075253836856866, 0.7086167138093596, 0.8018945256868998]
[2025-09-24 16:34:06,859] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-24 16:35:30,509] [SEDG] [INFO] Epoch:23 || Train Acc@1  58.91 ( 56.00), Train Cla Loss 1.3806e+02 (1.4343e+02)
[2025-09-24 16:35:32,439] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [56.96202850341797, 38.96104049682617, 89.87342071533203, 49.056602478027344, 33.125, 86.33540344238281, 54.71697998046875, 40.0], Val Loss  [0.6832386662688437, 0.7848097279474333, 0.4950680393206922, 0.7172965606053671, 0.8149356245994568, 0.5009453320725364, 0.6976307945431404, 0.782959234714508] || Best Acc@1:58.808
[2025-09-24 16:35:32,446] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [86.9565200805664, 50.94339370727539, 46.875, 90.0621109008789, 44.58598709106445, 31.70731544494629], Test Loss [0.5045203564700133, 0.7237239135136394, 0.7457245588302612, 0.5015201631540097, 0.7393289458979467, 0.8308751743014265]
[2025-09-24 16:35:32,872] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-24 16:36:55,263] [SEDG] [INFO] Epoch:24 || Train Acc@1  54.53 ( 56.31), Train Cla Loss 1.4424e+02 (1.4247e+02)
[2025-09-24 16:36:57,681] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [59.49367141723633, 40.90909194946289, 91.13924407958984, 49.056602478027344, 35.625, 88.19876098632812, 56.6037712097168, 38.125], Val Loss  [0.6670859954025172, 0.8036886066585393, 0.502621041823037, 0.7256542882829342, 0.8084622025489807, 0.4897487143181866, 0.6853725077970972, 0.8026272535324097] || Best Acc@1:58.808
[2025-09-24 16:36:57,682] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [84.47205352783203, 51.57232666015625, 41.25, 84.47205352783203, 46.4968147277832, 30.89430809020996], Test Loss [0.5294286571674466, 0.6989929406148083, 0.7765433192253113, 0.5337295528524411, 0.7385013460353681, 0.8190282350633202]
[2025-09-24 16:36:58,030] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-24 16:38:21,077] [SEDG] [INFO] Epoch:25 || Train Acc@1  55.47 ( 56.41), Train Cla Loss 1.4350e+02 (1.4204e+02)
[2025-09-24 16:38:23,947] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [51.89873504638672, 35.71428680419922, 89.87342071533203, 45.911949157714844, 29.375, 88.81987762451172, 59.7484245300293, 40.625], Val Loss  [0.7126775798918326, 0.8008120679236078, 0.5096813915651056, 0.7404486113374338, 0.8359768867492676, 0.5073703453407524, 0.6914089460792782, 0.7669410109519958] || Best Acc@1:58.808
[2025-09-24 16:38:23,951] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [88.81987762451172, 54.08804702758789, 46.875, 85.09317016601562, 49.6815299987793, 34.146339416503906], Test Loss [0.5012587871610749, 0.6902789132400129, 0.7362177968025208, 0.5363857235227313, 0.7272212604048905, 0.8081926989361523]
[2025-09-24 16:38:24,405] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-24 16:39:48,486] [SEDG] [INFO] Epoch:26 || Train Acc@1  56.09 ( 56.16), Train Cla Loss 1.3967e+02 (1.4191e+02)
[2025-09-24 16:39:51,167] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [55.06329345703125, 46.75324630737305, 86.7088623046875, 51.57232666015625, 35.625, 84.47205352783203, 57.86163330078125, 41.875], Val Loss  [0.6919801046576681, 0.7401690645651384, 0.5271544282949423, 0.7057813743375382, 0.7948726654052735, 0.529041071856244, 0.6744089681397444, 0.7663913607597351] || Best Acc@1:58.808
[2025-09-24 16:39:51,168] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [87.57764434814453, 50.3144645690918, 46.875, 84.47205352783203, 46.4968147277832, 34.146339416503906], Test Loss [0.5186186103346926, 0.7041229526951628, 0.7249660968780518, 0.5364242244211043, 0.7257900708799909, 0.8048781234074415]
[2025-09-24 16:39:51,575] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-24 16:41:16,171] [SEDG] [INFO] Epoch:27 || Train Acc@1  55.47 ( 56.59), Train Cla Loss 1.4010e+02 (1.4080e+02)
[2025-09-24 16:41:18,366] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [56.32911682128906, 40.90909194946289, 85.44303894042969, 55.9748420715332, 36.25, 86.9565200805664, 57.86163330078125, 36.25], Val Loss  [0.6817554446715343, 0.7842479077252474, 0.5064388306080541, 0.7056558203397307, 0.7927537679672241, 0.5097952866406175, 0.6746409944018478, 0.8009039998054505] || Best Acc@1:58.808
[2025-09-24 16:41:18,366] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [90.68323516845703, 52.8301887512207, 45.625, 85.09317016601562, 47.133758544921875, 27.642274856567383], Test Loss [0.5018770552199819, 0.690880721470095, 0.7592301607131958, 0.5164730893158764, 0.736366570755175, 0.843907807416063]
[2025-09-24 16:41:18,665] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-24 16:42:44,714] [SEDG] [INFO] Epoch:28 || Train Acc@1  57.66 ( 56.66), Train Cla Loss 1.3863e+02 (1.4034e+02)
[2025-09-24 16:42:47,519] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [53.16455841064453, 41.558441162109375, 91.13924407958984, 54.71697998046875, 32.5, 86.9565200805664, 61.63521957397461, 39.375], Val Loss  [0.696174300169643, 0.7757693327866592, 0.5026721807220315, 0.711815560388865, 0.7982281565666198, 0.5285239264091349, 0.6658736332407538, 0.7737708330154419] || Best Acc@1:58.808
[2025-09-24 16:42:47,523] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [87.57764434814453, 55.9748420715332, 41.25, 81.98757934570312, 45.8598747253418, 30.89430809020996], Test Loss [0.5126518570118069, 0.692884532535601, 0.7631672024726868, 0.5492793573355823, 0.7615809824056686, 0.8172659001699308]
[2025-09-24 16:42:47,984] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-24 16:44:13,206] [SEDG] [INFO] Epoch:29 || Train Acc@1  57.50 ( 56.42), Train Cla Loss 1.4005e+02 (1.4045e+02)
[2025-09-24 16:44:14,995] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [56.32911682128906, 38.96104049682617, 89.24050903320312, 49.056602478027344, 36.875, 87.57764434814453, 59.1194953918457, 45.0], Val Loss  [0.6866366644448871, 0.7870037122206255, 0.5238065923316569, 0.7335676205982952, 0.7946198105812072, 0.5160418093574713, 0.6728428883372612, 0.738187050819397] || Best Acc@1:58.808
[2025-09-24 16:44:14,995] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [90.68323516845703, 50.94339370727539, 44.375, 87.57764434814453, 48.40764236450195, 32.52032470703125], Test Loss [0.5139347946051485, 0.7085218954386201, 0.7547851204872131, 0.5408764899887654, 0.7500235730675375, 0.7921581156854707]
[2025-09-24 16:44:15,367] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-24 16:45:39,461] [SEDG] [INFO] Epoch:30 || Train Acc@1  56.09 ( 56.85), Train Cla Loss 1.3837e+02 (1.3952e+02)
[2025-09-24 16:45:41,547] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [56.32911682128906, 39.610389709472656, 86.0759506225586, 49.68553161621094, 33.125, 86.9565200805664, 57.232704162597656, 39.375], Val Loss  [0.6981645483004896, 0.7673413041350129, 0.5268417445919181, 0.7103437365226026, 0.8293484449386597, 0.5361634350341299, 0.6871369706009919, 0.7842755675315857] || Best Acc@1:58.808
[2025-09-24 16:45:41,548] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [88.19876098632812, 50.94339370727539, 48.125, 89.44099426269531, 45.222930908203125, 30.89430809020996], Test Loss [0.5285719329525965, 0.7046017358138127, 0.7427447199821472, 0.5332921471284784, 0.7299978581203777, 0.8138872186342875]
[2025-09-24 16:45:41,864] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-24 16:47:07,123] [SEDG] [INFO] Epoch:31 || Train Acc@1  53.59 ( 56.79), Train Cla Loss 1.4239e+02 (1.3929e+02)
[2025-09-24 16:47:09,429] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [55.06329345703125, 38.96104049682617, 88.60759735107422, 45.283016204833984, 33.75, 87.57764434814453, 59.7484245300293, 43.75], Val Loss  [0.6853963400744185, 0.7956595149907199, 0.5238756529892548, 0.7363095800831633, 0.7880992293357849, 0.5345187290855076, 0.6822737009270387, 0.7564319133758545] || Best Acc@1:58.808
[2025-09-24 16:47:09,430] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [87.57764434814453, 55.345909118652344, 38.75, 88.81987762451172, 41.401275634765625, 30.89430809020996], Test Loss [0.5195520333251598, 0.7048172872021513, 0.7639920711517334, 0.5154207339568168, 0.7541678471929708, 0.8226691770359753]
[2025-09-24 16:47:09,887] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-24 16:48:34,769] [SEDG] [INFO] Epoch:32 || Train Acc@1  57.03 ( 57.15), Train Cla Loss 1.4029e+02 (1.3865e+02)
[2025-09-24 16:48:36,947] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [54.430381774902344, 39.610389709472656, 85.44303894042969, 56.6037712097168, 35.625, 84.47205352783203, 54.71697998046875, 41.25], Val Loss  [0.7032857854155046, 0.7685078707608309, 0.5320905643173411, 0.7049679969841579, 0.7925213098526, 0.5439918426253041, 0.6991577650765953, 0.7475707292556762] || Best Acc@1:58.808
[2025-09-24 16:48:36,947] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [87.57764434814453, 51.57232666015625, 43.75, 87.57764434814453, 46.4968147277832, 29.268291473388672], Test Loss [0.5286342484980636, 0.6892139915400332, 0.7416142702102662, 0.5267811149173642, 0.7409634142164971, 0.7994819932836827]
[2025-09-24 16:48:37,288] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-24 16:50:01,072] [SEDG] [INFO] Epoch:33 || Train Acc@1  56.72 ( 57.09), Train Cla Loss 1.3797e+02 (1.3858e+02)
[2025-09-24 16:50:03,669] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [56.32911682128906, 42.20779037475586, 87.3417739868164, 48.427669525146484, 35.625, 83.85093688964844, 54.71697998046875, 43.125], Val Loss  [0.6922805648815783, 0.7642848514891291, 0.5351289141027233, 0.7177514763748121, 0.809937310218811, 0.5610186224398406, 0.6946651879346596, 0.7742331385612488] || Best Acc@1:58.808
[2025-09-24 16:50:03,745] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [87.57764434814453, 53.4591178894043, 47.5, 83.22981262207031, 49.6815299987793, 32.52032470703125], Test Loss [0.5252376439408486, 0.7040665610781256, 0.7271856665611267, 0.5522181587930052, 0.7213901133294318, 0.7862100882258841]
[2025-09-24 16:50:04,202] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-24 16:51:28,816] [SEDG] [INFO] Epoch:34 || Train Acc@1  58.44 ( 57.17), Train Cla Loss 1.3764e+02 (1.3828e+02)
[2025-09-24 16:51:30,973] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [56.32911682128906, 35.06493377685547, 84.81012725830078, 52.8301887512207, 33.125, 82.60869598388672, 54.08804702758789, 42.5], Val Loss  [0.6855072628093671, 0.7934318920234581, 0.5273903615867035, 0.7083057033940681, 0.7970290422439575, 0.5424563307199419, 0.6937787903929656, 0.7627981781959534] || Best Acc@1:58.808
[2025-09-24 16:51:30,973] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [87.57764434814453, 51.57232666015625, 41.875, 86.9565200805664, 47.133758544921875, 26.016258239746094], Test Loss [0.5285004969709408, 0.7141015807037834, 0.7647041440010071, 0.5293072376932416, 0.7359452426053916, 0.7859119336779524]
[2025-09-24 16:51:31,336] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-24 16:52:53,793] [SEDG] [INFO] Epoch:35 || Train Acc@1  58.59 ( 57.31), Train Cla Loss 1.3640e+02 (1.3790e+02)
[2025-09-24 16:52:55,887] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [52.531646728515625, 38.31168746948242, 88.60759735107422, 51.57232666015625, 34.375, 85.71428680419922, 56.6037712097168, 38.75], Val Loss  [0.6961876108676572, 0.7738149537668599, 0.5313034555580043, 0.7047794869860763, 0.7827175974845886, 0.5423282610703699, 0.6922522269704807, 0.7510015606880188] || Best Acc@1:58.808
[2025-09-24 16:52:55,888] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [80.12422180175781, 51.57232666015625, 45.0, 86.33540344238281, 44.58598709106445, 27.642274856567383], Test Loss [0.5541026888426787, 0.7197240699762069, 0.7479211568832398, 0.5530922942280029, 0.7528141926807962, 0.8046483809385843]
[2025-09-24 16:52:56,213] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-24 16:54:21,223] [SEDG] [INFO] Epoch:36 || Train Acc@1  56.72 ( 57.33), Train Cla Loss 1.3689e+02 (1.3752e+02)
[2025-09-24 16:54:23,324] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [61.39240646362305, 38.31168746948242, 89.87342071533203, 49.056602478027344, 35.0, 88.19876098632812, 57.232704162597656, 43.75], Val Loss  [0.6670819166340406, 0.7759131657612788, 0.522295659101462, 0.710502657875325, 0.792684280872345, 0.53569596783715, 0.6790847932017824, 0.7571057438850403] || Best Acc@1:58.808
[2025-09-24 16:54:23,346] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [86.33540344238281, 52.201255798339844, 40.625, 90.68323516845703, 41.401275634765625, 29.268291473388672], Test Loss [0.5528790080769462, 0.7081007305181252, 0.7694778919219971, 0.5313400315201801, 0.7491797216378959, 0.8009854312834701]
[2025-09-24 16:54:23,624] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-24 16:55:47,558] [SEDG] [INFO] Epoch:37 || Train Acc@1  58.59 ( 57.50), Train Cla Loss 1.3564e+02 (1.3740e+02)
[2025-09-24 16:55:49,713] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [53.16455841064453, 37.01298522949219, 85.44303894042969, 49.68553161621094, 30.625, 84.47205352783203, 52.8301887512207, 42.5], Val Loss  [0.6868031221100047, 0.7770754811051604, 0.5537494375735899, 0.7034583953941393, 0.8181491017341613, 0.5755078925849488, 0.6851513055885363, 0.7504083156585694] || Best Acc@1:58.808
[2025-09-24 16:55:49,714] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [86.9565200805664, 50.3144645690918, 43.125, 85.71428680419922, 45.8598747253418, 32.52032470703125], Test Loss [0.5402775319836894, 0.6944580572956013, 0.7490466594696045, 0.5488462718377202, 0.7173426644817279, 0.788774212686027]
[2025-09-24 16:55:50,088] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-24 16:57:16,601] [SEDG] [INFO] Epoch:38 || Train Acc@1  56.72 ( 57.55), Train Cla Loss 1.3851e+02 (1.3714e+02)
[2025-09-24 16:57:18,998] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [56.32911682128906, 45.45454406738281, 87.97468566894531, 44.65408706665039, 27.5, 88.81987762451172, 55.9748420715332, 42.5], Val Loss  [0.6828575632240199, 0.7616858908108303, 0.5165877229050745, 0.7350010538251145, 0.8261740684509278, 0.5396971398999232, 0.6872626456824489, 0.7507002592086792] || Best Acc@1:58.808
[2025-09-24 16:57:18,999] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [87.57764434814453, 56.6037712097168, 43.125, 85.71428680419922, 45.8598747253418, 31.70731544494629], Test Loss [0.5363205349223213, 0.702207735499496, 0.7561407327651978, 0.5457562600603755, 0.7374690087737551, 0.7855075612300779]
[2025-09-24 16:57:19,340] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-24 16:58:42,177] [SEDG] [INFO] Epoch:39 || Train Acc@1  58.12 ( 57.79), Train Cla Loss 1.3708e+02 (1.3664e+02)
[2025-09-24 16:58:44,258] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [60.75949478149414, 42.20779037475586, 89.87342071533203, 49.68553161621094, 33.125, 90.68323516845703, 54.71697998046875, 38.125], Val Loss  [0.6767059398602836, 0.7647737535563383, 0.5434587854373304, 0.7170805113870393, 0.7961339473724365, 0.5409203701137756, 0.6833919264235586, 0.7613786935806275] || Best Acc@1:58.808
[2025-09-24 16:58:44,258] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [85.71428680419922, 52.8301887512207, 42.5, 88.19876098632812, 47.133758544921875, 33.33333206176758], Test Loss [0.5570842094302918, 0.7011668453426481, 0.7507360935211181, 0.5561177649112962, 0.7202064007710499, 0.7997463476367113]
[2025-09-24 16:58:44,719] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-24 17:00:08,216] [SEDG] [INFO] Epoch:40 || Train Acc@1  58.12 ( 57.64), Train Cla Loss 1.3530e+02 (1.3673e+02)
[2025-09-24 17:00:09,461] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [56.32911682128906, 38.96104049682617, 86.7088623046875, 54.08804702758789, 30.625, 83.22981262207031, 55.345909118652344, 43.125], Val Loss  [0.6794938822335834, 0.762199195948514, 0.5480017669593231, 0.7115629521555871, 0.792216956615448, 0.5568284629294591, 0.6813935787422852, 0.7497785568237305] || Best Acc@1:58.808
[2025-09-24 17:00:09,462] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [89.44099426269531, 53.4591178894043, 46.25, 86.33540344238281, 45.222930908203125, 31.70731544494629], Test Loss [0.5480991531603084, 0.6887258756085761, 0.7226906776428222, 0.5517084976160749, 0.7235072232355737, 0.800977360426895]
[2025-09-24 17:00:09,774] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-24 17:01:31,299] [SEDG] [INFO] Epoch:41 || Train Acc@1  59.69 ( 57.93), Train Cla Loss 1.3548e+02 (1.3658e+02)
[2025-09-24 17:01:33,417] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [56.32911682128906, 38.96104049682617, 87.97468566894531, 47.79874038696289, 32.5, 86.33540344238281, 55.9748420715332, 41.25], Val Loss  [0.6806364059448242, 0.7572995439752356, 0.5360001069080981, 0.7278916835784912, 0.7996262073516845, 0.5618329103689016, 0.6759288164804567, 0.7547286033630372] || Best Acc@1:58.808
[2025-09-24 17:01:33,438] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [88.19876098632812, 55.345909118652344, 40.625, 85.71428680419922, 44.58598709106445, 31.70731544494629], Test Loss [0.5472867947927913, 0.6998811109260943, 0.7394289374351501, 0.5530323678662318, 0.7201667853221771, 0.7711123014853253]
[2025-09-24 17:01:33,817] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-24 17:02:50,475] [SEDG] [INFO] Epoch:42 || Train Acc@1  59.06 ( 57.99), Train Cla Loss 1.3424e+02 (1.3627e+02)
[2025-09-24 17:02:51,808] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [53.16455841064453, 38.31168746948242, 91.13924407958984, 47.1698112487793, 35.625, 89.44099426269531, 53.4591178894043, 41.875], Val Loss  [0.6992129879661754, 0.7741672365696399, 0.5313764901100835, 0.7196767633815981, 0.7742258906364441, 0.5509832756859916, 0.6994899252675614, 0.736451530456543] || Best Acc@1:58.808
[2025-09-24 17:02:51,808] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [85.71428680419922, 55.9748420715332, 40.0, 88.81987762451172, 45.8598747253418, 27.642274856567383], Test Loss [0.5520288194558636, 0.7029509042044105, 0.749612557888031, 0.5509291487450926, 0.7350411957995907, 0.7931770987626983]
[2025-09-24 17:02:52,118] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-24 17:04:06,196] [SEDG] [INFO] Epoch:43 || Train Acc@1  56.25 ( 58.25), Train Cla Loss 1.3590e+02 (1.3616e+02)
[2025-09-24 17:04:07,410] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [51.26582336425781, 38.96104049682617, 89.24050903320312, 48.427669525146484, 35.625, 85.71428680419922, 55.345909118652344, 39.375], Val Loss  [0.6980726635908778, 0.7624517756623107, 0.5478763542597807, 0.7174776503874821, 0.7783652782440186, 0.5574632342557729, 0.673488402891459, 0.7395066261291504] || Best Acc@1:58.808
[2025-09-24 17:04:07,411] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [92.54658508300781, 45.911949157714844, 43.125, 86.33540344238281, 45.222930908203125, 30.081298828125], Test Loss [0.5409792365494722, 0.7191365818557499, 0.7375651121139526, 0.5614721760246324, 0.7392497206949125, 0.7912317737331235]
[2025-09-24 17:04:07,771] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-24 17:05:25,606] [SEDG] [INFO] Epoch:44 || Train Acc@1  58.91 ( 58.42), Train Cla Loss 1.3564e+02 (1.3591e+02)
[2025-09-24 17:05:27,121] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [57.59493637084961, 39.610389709472656, 86.7088623046875, 49.056602478027344, 33.75, 90.0621109008789, 57.86163330078125, 43.125], Val Loss  [0.6678116502641123, 0.7654609556321974, 0.555260791808744, 0.7011438908067139, 0.7886606216430664, 0.5422021320887974, 0.6763941694355611, 0.7473167300224304] || Best Acc@1:58.808
[2025-09-24 17:05:27,121] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [90.0621109008789, 49.68553161621094, 45.0, 89.44099426269531, 46.4968147277832, 32.52032470703125], Test Loss [0.544194759789461, 0.7061100583406364, 0.7324888467788696, 0.539375787195952, 0.7328843090944229, 0.7890839915934617]
[2025-09-24 17:05:27,397] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-24 17:06:46,126] [SEDG] [INFO] Epoch:45 || Train Acc@1  59.69 ( 58.34), Train Cla Loss 1.3580e+02 (1.3592e+02)
[2025-09-24 17:06:47,591] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [55.696205139160156, 38.96104049682617, 88.60759735107422, 49.056602478027344, 36.875, 88.19876098632812, 52.8301887512207, 40.625], Val Loss  [0.6870865882197513, 0.7483525941898297, 0.5515457625630535, 0.7121445026787572, 0.7612831950187683, 0.5537293135009197, 0.6863443015506433, 0.739031720161438] || Best Acc@1:58.808
[2025-09-24 17:06:47,597] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [91.30435180664062, 52.201255798339844, 44.375, 87.57764434814453, 42.6751594543457, 29.268291473388672], Test Loss [0.5615717650200269, 0.6959441319201727, 0.7259975552558899, 0.5694282151157071, 0.7231093842512483, 0.7878791646259588]
[2025-09-24 17:06:48,097] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-24 17:08:04,331] [SEDG] [INFO] Epoch:46 || Train Acc@1  58.44 ( 58.53), Train Cla Loss 1.3601e+02 (1.3563e+02)
[2025-09-24 17:08:05,906] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [52.531646728515625, 37.66233825683594, 91.77215576171875, 49.056602478027344, 35.0, 89.44099426269531, 58.490562438964844, 38.75], Val Loss  [0.704199138321454, 0.7703207437094156, 0.547739106643049, 0.7159968258449866, 0.7730072855949401, 0.5469922834301587, 0.6792326427105838, 0.7530799627304077] || Best Acc@1:58.808
[2025-09-24 17:08:05,907] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [91.30435180664062, 51.57232666015625, 45.625, 90.0621109008789, 45.222930908203125, 35.77235794067383], Test Loss [0.5434965124781828, 0.6996552689270403, 0.7319876670837402, 0.5520664583081785, 0.7232459593730368, 0.7803690341429982]
[2025-09-24 17:08:06,371] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-24 17:09:24,592] [SEDG] [INFO] Epoch:47 || Train Acc@1  59.38 ( 58.70), Train Cla Loss 1.3629e+02 (1.3558e+02)
[2025-09-24 17:09:26,413] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [53.16455841064453, 35.71428680419922, 89.87342071533203, 47.1698112487793, 31.875, 87.57764434814453, 54.08804702758789, 40.625], Val Loss  [0.6843417347231998, 0.771310332533601, 0.535800610916524, 0.7206348938012274, 0.7887688517570496, 0.5479954710658292, 0.7016836532256888, 0.7544167876243592] || Best Acc@1:58.808
[2025-09-24 17:09:26,413] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [91.30435180664062, 52.201255798339844, 43.125, 90.0621109008789, 43.94904708862305, 31.70731544494629], Test Loss [0.5339866582281101, 0.7028846369599396, 0.743714201450348, 0.5453255663377158, 0.741172463650916, 0.7877802625904239]
[2025-09-24 17:09:26,723] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-24 17:10:49,531] [SEDG] [INFO] Epoch:48 || Train Acc@1  56.41 ( 58.88), Train Cla Loss 1.3773e+02 (1.3556e+02)
[2025-09-24 17:10:52,793] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [56.32911682128906, 39.610389709472656, 91.77215576171875, 43.39622497558594, 31.25, 91.92546844482422, 56.6037712097168, 41.25], Val Loss  [0.6820297626000417, 0.7658551784304829, 0.5262035350256329, 0.7253458072554391, 0.7949008345603943, 0.5487081815737375, 0.6922458706411926, 0.7445316314697266] || Best Acc@1:58.808
[2025-09-24 17:10:52,795] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [91.92546844482422, 54.08804702758789, 43.125, 88.81987762451172, 42.03821563720703, 29.268291473388672], Test Loss [0.5290098401330272, 0.6915065526212536, 0.7391481876373291, 0.5417153868615997, 0.7362333057792323, 0.7889333440036308]
[2025-09-24 17:10:53,128] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-24 17:12:21,617] [SEDG] [INFO] Epoch:49 || Train Acc@1  58.91 ( 58.93), Train Cla Loss 1.3650e+02 (1.3539e+02)
[2025-09-24 17:12:24,510] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [54.430381774902344, 40.90909194946289, 92.40506744384766, 48.427669525146484, 32.5, 87.57764434814453, 58.490562438964844, 39.375], Val Loss  [0.6855318418032006, 0.7596852067229035, 0.5366772337804867, 0.7228411154926948, 0.787373161315918, 0.5508894402047863, 0.6785005421008704, 0.7497969985008239] || Best Acc@1:58.808
[2025-09-24 17:12:24,511] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [91.92546844482422, 53.4591178894043, 44.375, 90.0621109008789, 42.6751594543457, 30.89430809020996], Test Loss [0.5401354246998425, 0.6920831784512262, 0.7325634241104126, 0.5539878192155258, 0.7289307330064713, 0.8016792710234479]
[2025-09-24 17:12:25,088] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-09-24 17:13:51,028] [SEDG] [INFO] Epoch:50 || Train Acc@1  60.31 ( 59.15), Train Cla Loss 1.3386e+02 (1.3508e+02)
[2025-09-24 17:13:54,033] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [55.696205139160156, 38.31168746948242, 92.40506744384766, 48.427669525146484, 31.875, 90.68323516845703, 56.6037712097168, 39.375], Val Loss  [0.6958961999869044, 0.7455009392329625, 0.5388488927973977, 0.7171935037996784, 0.8033732295036315, 0.5294727760812511, 0.6810676395518225, 0.7529884219169617] || Best Acc@1:58.808
[2025-09-24 17:13:54,046] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [93.1677017211914, 50.94339370727539, 42.5, 91.92546844482422, 42.6751594543457, 28.455284118652344], Test Loss [0.53865995614425, 0.7103435831999628, 0.7307699084281921, 0.5303912862487461, 0.7317348190933276, 0.8001091509330563]
[2025-09-24 17:13:54,491] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-09-24 17:15:29,031] [SEDG] [INFO] Epoch:51 || Train Acc@1  55.62 ( 59.04), Train Cla Loss 1.3663e+02 (1.3527e+02)
[2025-09-24 17:15:32,349] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [53.16455841064453, 37.66233825683594, 93.03797912597656, 45.911949157714844, 31.25, 91.92546844482422, 54.08804702758789, 40.0], Val Loss  [0.697620694395862, 0.7655785145697656, 0.534817813317987, 0.720774160241181, 0.7897211194038392, 0.5377681351596524, 0.6894694881619148, 0.7590762734413147] || Best Acc@1:58.808
[2025-09-24 17:15:32,349] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [93.1677017211914, 50.94339370727539, 43.75, 91.92546844482422, 38.8535041809082, 28.455284118652344], Test Loss [0.5386296758740585, 0.7006166652313568, 0.7341363549232482, 0.5398132978759197, 0.7291897949139783, 0.8005611276238914]
[2025-09-24 17:15:32,672] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-09-24 17:17:02,803] [SEDG] [INFO] Epoch:52 || Train Acc@1  57.50 ( 59.02), Train Cla Loss 1.3531e+02 (1.3528e+02)
[2025-09-24 17:17:05,928] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [51.26582336425781, 38.96104049682617, 92.40506744384766, 45.283016204833984, 32.5, 90.0621109008789, 55.345909118652344, 38.75], Val Loss  [0.6838906799690633, 0.7573814260495173, 0.5401017250893991, 0.7243966636417797, 0.7872344613075256, 0.5553473974607006, 0.6766637668669598, 0.7558626174926758] || Best Acc@1:58.808
[2025-09-24 17:17:05,946] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [92.54658508300781, 50.3144645690918, 40.0, 90.68323516845703, 43.312103271484375, 27.642274856567383], Test Loss [0.5376154495322186, 0.7058666513401007, 0.7526836633682251, 0.549898830630024, 0.7348286038751055, 0.7861199093058826]
[2025-09-24 17:17:06,314] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-09-24 17:18:34,424] [SEDG] [INFO] Epoch:53 || Train Acc@1  60.78 ( 58.94), Train Cla Loss 1.3446e+02 (1.3534e+02)
[2025-09-24 17:18:36,160] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [54.430381774902344, 37.66233825683594, 93.03797912597656, 50.3144645690918, 32.5, 91.30435180664062, 57.232704162597656, 38.125], Val Loss  [0.6940578003472919, 0.7649752497673035, 0.5441135500050798, 0.7002901899739631, 0.7783731341361999, 0.5470216266857171, 0.6785702570429388, 0.7544857859611511] || Best Acc@1:58.808
[2025-09-24 17:18:36,160] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [92.54658508300781, 52.201255798339844, 43.75, 90.0621109008789, 40.76433181762695, 30.081298828125], Test Loss [0.5478767038132093, 0.6971062129398562, 0.731395709514618, 0.5465400459603493, 0.7337995532211984, 0.7889278395389153]
[2025-09-24 17:18:36,450] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-09-24 17:20:00,174] [SEDG] [INFO] Epoch:54 || Train Acc@1  59.53 ( 59.06), Train Cla Loss 1.3449e+02 (1.3519e+02)
[2025-09-24 17:20:02,135] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [53.79747009277344, 38.31168746948242, 92.40506744384766, 46.54087829589844, 30.0, 91.92546844482422, 54.71697998046875, 39.375], Val Loss  [0.69403761549841, 0.7617042204002281, 0.5468321427514281, 0.7073936841023043, 0.7912925958633423, 0.5395625970378426, 0.6816604208646331, 0.7572037696838378] || Best Acc@1:58.808
[2025-09-24 17:20:02,135] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [91.92546844482422, 52.201255798339844, 43.125, 91.92546844482422, 43.94904708862305, 26.829267501831055], Test Loss [0.5476548879042916, 0.699815902320094, 0.7410443305969239, 0.5481642832667191, 0.7366544509389598, 0.782436066042117]
[2025-09-24 17:20:02,408] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-09-24 17:21:34,875] [SEDG] [INFO] Epoch:55 || Train Acc@1  57.81 ( 59.19), Train Cla Loss 1.3607e+02 (1.3508e+02)
[2025-09-24 17:21:37,701] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [53.79747009277344, 39.610389709472656, 93.03797912597656, 48.427669525146484, 31.25, 91.92546844482422, 55.345909118652344, 38.125], Val Loss  [0.6913710417626779, 0.755482292794562, 0.5417311998862254, 0.719473236012009, 0.778558611869812, 0.552830169659964, 0.6838019497739444, 0.7488854408264161] || Best Acc@1:58.808
[2025-09-24 17:21:37,717] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [91.92546844482422, 52.201255798339844, 44.375, 91.92546844482422, 42.6751594543457, 27.642274856567383], Test Loss [0.5422586287770953, 0.698305459142481, 0.7307098627090454, 0.5449465304057791, 0.7165326050891998, 0.7835511749352866]
[2025-09-24 17:21:38,321] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-09-24 17:23:03,320] [SEDG] [INFO] Epoch:56 || Train Acc@1  58.12 ( 59.02), Train Cla Loss 1.3724e+02 (1.3523e+02)
[2025-09-24 17:23:05,057] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [53.16455841064453, 38.96104049682617, 93.67089080810547, 49.056602478027344, 30.0, 92.54658508300781, 56.6037712097168, 38.125], Val Loss  [0.6960783382005329, 0.7617707562136959, 0.5408498335488235, 0.7140927318507021, 0.7902285814285278, 0.542657677061069, 0.6887478528532592, 0.7551540255546569] || Best Acc@1:58.808
[2025-09-24 17:23:05,057] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [91.92546844482422, 49.68553161621094, 43.125, 92.54658508300781, 42.6751594543457, 27.642274856567383], Test Loss [0.5442219806013641, 0.7125108077091241, 0.7367834925651551, 0.5421870783989474, 0.7262363274385975, 0.7864204170258065]
[2025-09-24 17:23:05,395] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-09-24 17:24:34,321] [SEDG] [INFO] Epoch:57 || Train Acc@1  54.84 ( 58.83), Train Cla Loss 1.3804e+02 (1.3532e+02)
[2025-09-24 17:24:37,772] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [56.32911682128906, 38.96104049682617, 93.03797912597656, 45.911949157714844, 30.625, 91.92546844482422, 55.345909118652344, 39.375], Val Loss  [0.6840749073632156, 0.7534691466913594, 0.5378536491454402, 0.705219178079809, 0.7913336515426636, 0.5522196030024416, 0.6752707084769722, 0.7549251675605774] || Best Acc@1:58.808
[2025-09-24 17:24:37,781] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [93.1677017211914, 51.57232666015625, 43.75, 91.92546844482422, 42.6751594543457, 28.455284118652344], Test Loss [0.5414893112567641, 0.7072881096563999, 0.7301354885101319, 0.5459292542119945, 0.7361826228488023, 0.7899408665129809]
[2025-09-24 17:24:38,331] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-09-24 17:26:04,318] [SEDG] [INFO] Epoch:58 || Train Acc@1  56.72 ( 59.13), Train Cla Loss 1.3746e+02 (1.3512e+02)
[2025-09-24 17:26:06,755] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [55.696205139160156, 37.01298522949219, 93.03797912597656, 47.79874038696289, 31.25, 92.54658508300781, 55.9748420715332, 38.75], Val Loss  [0.6887383015849923, 0.7614878957921808, 0.5395450803297984, 0.7051524621135784, 0.776382303237915, 0.5423022641898683, 0.6769690026277266, 0.7516126990318298] || Best Acc@1:58.808
[2025-09-24 17:26:06,756] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [93.1677017211914, 50.94339370727539, 43.125, 91.30435180664062, 43.312103271484375, 30.081298828125], Test Loss [0.5436948102823695, 0.7056234265273472, 0.7312453866004944, 0.5473196243647462, 0.7303384102074204, 0.7720876055035165]
[2025-09-24 17:26:07,191] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-09-24 17:27:31,517] [SEDG] [INFO] Epoch:59 || Train Acc@1  59.06 ( 58.92), Train Cla Loss 1.3566e+02 (1.3523e+02)
[2025-09-24 17:27:33,438] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [52.531646728515625, 38.31168746948242, 94.30380249023438, 47.1698112487793, 31.25, 91.92546844482422, 55.9748420715332, 39.375], Val Loss  [0.6955993462212479, 0.7590767625090363, 0.5326441413239588, 0.7103978631631384, 0.7859379291534424, 0.5529982340261803, 0.6870904174990624, 0.7584946513175964] || Best Acc@1:58.808
[2025-09-24 17:27:33,439] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [93.788818359375, 52.201255798339844, 43.125, 92.54658508300781, 42.6751594543457, 26.829267501831055], Test Loss [0.5449043027362468, 0.7086390208148357, 0.7303753972053528, 0.5433865781896603, 0.741311556594387, 0.7916947520845304]
[2025-09-24 17:27:33,792] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-09-24 17:28:54,383] [SEDG] [INFO] Epoch:60 || Train Acc@1  56.88 ( 59.24), Train Cla Loss 1.3781e+02 (1.3499e+02)
[2025-09-24 17:28:56,249] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [54.430381774902344, 38.96104049682617, 93.67089080810547, 49.056602478027344, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6837504634374305, 0.7525271332109129, 0.5424742321424847, 0.7028940499953504, 0.792327618598938, 0.5444204229745806, 0.6843493835731123, 0.7492192983627319] || Best Acc@1:58.808
[2025-09-24 17:28:56,262] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.75, 90.68323516845703, 42.6751594543457, 26.829267501831055], Test Loss [0.5376687916169255, 0.6933564243826477, 0.7302605748176575, 0.55035119138149, 0.7320648416592057, 0.7831368582035468]
[2025-09-24 17:28:56,583] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-09-24 17:30:15,663] [SEDG] [INFO] Epoch:61 || Train Acc@1  59.84 ( 59.30), Train Cla Loss 1.3410e+02 (1.3493e+02)
[2025-09-24 17:30:17,185] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [55.06329345703125, 38.31168746948242, 93.67089080810547, 47.1698112487793, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6815645981438553, 0.7520465688271956, 0.5377636053894139, 0.7184379003332846, 0.7824852228164673, 0.5488731550133746, 0.6824451291336203, 0.7537330746650696] || Best Acc@1:58.808
[2025-09-24 17:30:17,186] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [93.788818359375, 50.94339370727539, 41.875, 89.44099426269531, 43.312103271484375, 26.829267501831055], Test Loss [0.5358484853868899, 0.7095369734104324, 0.73130362033844, 0.5473632649605319, 0.7299034792906159, 0.795577850283646]
[2025-09-24 17:30:17,479] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-09-24 17:31:38,316] [SEDG] [INFO] Epoch:62 || Train Acc@1  58.75 ( 59.23), Train Cla Loss 1.3443e+02 (1.3494e+02)
[2025-09-24 17:31:40,013] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 94.30380249023438, 47.1698112487793, 30.625, 91.92546844482422, 56.6037712097168, 39.375], Val Loss  [0.6976982000507886, 0.7482479795232996, 0.5319601787796503, 0.7169687864165636, 0.786968183517456, 0.5453377632620913, 0.6779448386258299, 0.7497448086738586] || Best Acc@1:58.808
[2025-09-24 17:31:40,021] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [93.1677017211914, 51.57232666015625, 43.125, 92.54658508300781, 43.312103271484375, 26.829267501831055], Test Loss [0.5397195045992454, 0.6977782560594427, 0.7353110194206238, 0.5442427087644612, 0.7372627618965829, 0.7912053160551118]
[2025-09-24 17:31:40,459] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-09-24 17:33:02,526] [SEDG] [INFO] Epoch:63 || Train Acc@1  59.84 ( 59.43), Train Cla Loss 1.3472e+02 (1.3486e+02)
[2025-09-24 17:33:04,313] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.1698112487793, 30.625, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6920435888857781, 0.7591577845734435, 0.5387777655939513, 0.7174442106822752, 0.7830060601234436, 0.5420705131862474, 0.692845676305159, 0.7495697498321533] || Best Acc@1:58.808
[2025-09-24 17:33:04,314] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.540050438842418, 0.7152411611575, 0.7284704566001892, 0.538766866885357, 0.7373018439408321, 0.8011142858644811]
[2025-09-24 17:33:04,649] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-09-24 17:34:25,606] [SEDG] [INFO] Epoch:64 || Train Acc@1  61.56 ( 59.20), Train Cla Loss 1.3364e+02 (1.3500e+02)
[2025-09-24 17:34:27,390] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [53.16455841064453, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 93.1677017211914, 56.6037712097168, 38.75], Val Loss  [0.6859323389922516, 0.7659627090800892, 0.5408258098590223, 0.7152275585528439, 0.7810918807983398, 0.538736699530797, 0.6819106524095595, 0.7536891341209412] || Best Acc@1:58.808
[2025-09-24 17:34:27,404] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [93.788818359375, 50.94339370727539, 43.125, 92.54658508300781, 40.76433181762695, 26.829267501831055], Test Loss [0.5353581968301572, 0.7085037894968716, 0.7370757102966309, 0.5396000716997229, 0.7429363746551951, 0.7915288723581205]
[2025-09-24 17:34:27,802] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-09-24 17:35:49,351] [SEDG] [INFO] Epoch:65 || Train Acc@1  60.78 ( 59.43), Train Cla Loss 1.3420e+02 (1.3482e+02)
[2025-09-24 17:35:51,197] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 91.92546844482422, 57.86163330078125, 38.75], Val Loss  [0.6922117584868323, 0.7604629621877299, 0.5425052952162827, 0.7123234493177641, 0.7815913796424866, 0.5422267547305326, 0.6822548891013523, 0.7552302598953247] || Best Acc@1:58.808
[2025-09-24 17:35:51,197] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 93.1677017211914, 43.312103271484375, 26.829267501831055], Test Loss [0.5392875182702674, 0.708683526366012, 0.7359201312065125, 0.5377789278578314, 0.7372623833881062, 0.7903092702229818]
[2025-09-24 17:35:51,564] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-09-24 17:37:12,323] [SEDG] [INFO] Epoch:66 || Train Acc@1  58.44 ( 59.30), Train Cla Loss 1.3609e+02 (1.3498e+02)
[2025-09-24 17:37:13,947] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [53.79747009277344, 38.31168746948242, 93.03797912597656, 47.79874038696289, 30.0, 91.92546844482422, 56.6037712097168, 38.75], Val Loss  [0.6833010247991055, 0.766328613479416, 0.5367564724970467, 0.7186953751546032, 0.7794376611709595, 0.5447836370201584, 0.6840839112329783, 0.7470054388046264] || Best Acc@1:58.808
[2025-09-24 17:37:13,947] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 27.642274856567383], Test Loss [0.538525901225783, 0.7053417271038271, 0.7382343053817749, 0.5437780155898622, 0.7421536620255489, 0.7941777730375771]
[2025-09-24 17:37:14,338] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-09-24 17:38:36,960] [SEDG] [INFO] Epoch:67 || Train Acc@1  59.38 ( 59.23), Train Cla Loss 1.3440e+02 (1.3499e+02)
[2025-09-24 17:38:38,823] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6935478954375545, 0.7599817514419556, 0.5437074409255499, 0.7195950596587463, 0.788650631904602, 0.5486647268259748, 0.6803622770609346, 0.7452762246131897] || Best Acc@1:58.808
[2025-09-24 17:38:38,823] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [93.1677017211914, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5489011025576858, 0.7057341854527311, 0.731423270702362, 0.5472196636733061, 0.7368272672033613, 0.7965136456295727]
[2025-09-24 17:38:39,173] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-09-24 17:39:57,914] [SEDG] [INFO] Epoch:68 || Train Acc@1  58.59 ( 59.33), Train Cla Loss 1.3556e+02 (1.3482e+02)
[2025-09-24 17:39:59,299] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.693267316003389, 0.7608671219317944, 0.5397008212306832, 0.7124879840035109, 0.7919571280479432, 0.5435227711008203, 0.6851429301987654, 0.7581334829330444] || Best Acc@1:58.808
[2025-09-24 17:39:59,299] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5395807275860947, 0.6941535180469729, 0.7312386512756348, 0.5480397973001373, 0.7371633500809882, 0.7975851171384982]
[2025-09-24 17:39:59,572] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-09-24 17:41:15,786] [SEDG] [INFO] Epoch:69 || Train Acc@1  60.47 ( 59.31), Train Cla Loss 1.3453e+02 (1.3494e+02)
[2025-09-24 17:41:17,061] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 57.232704162597656, 38.75], Val Loss  [0.6957359532766705, 0.7580050926703912, 0.5398091047624999, 0.7170482161659865, 0.7836745977401733, 0.5434696404089839, 0.6783661021376556, 0.7538901090621948] || Best Acc@1:58.808
[2025-09-24 17:41:17,061] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.6751594543457, 26.829267501831055], Test Loss [0.5403262006570093, 0.7059554750064634, 0.7375479578971863, 0.5398658240063591, 0.7384707202577288, 0.7911857967454243]
[2025-09-24 17:41:17,387] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-09-24 17:42:40,408] [SEDG] [INFO] Epoch:70 || Train Acc@1  59.84 ( 59.36), Train Cla Loss 1.3475e+02 (1.3490e+02)
[2025-09-24 17:42:43,225] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.694850020016296, 0.7564767003059387, 0.5416215786451026, 0.7130029613866746, 0.7856662034988403, 0.5470840031315821, 0.6777377173585711, 0.7493359327316285] || Best Acc@1:58.808
[2025-09-24 17:42:43,259] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5399298827100244, 0.7023908282225987, 0.73080974817276, 0.5498557031524848, 0.7380892884959082, 0.7915476168074259]
[2025-09-24 17:42:43,805] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-09-24 17:44:10,025] [SEDG] [INFO] Epoch:71 || Train Acc@1  59.69 ( 59.30), Train Cla Loss 1.3529e+02 (1.3494e+02)
[2025-09-24 17:44:12,688] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6909938288640373, 0.7542992505160245, 0.5397366911550111, 0.7106629516343651, 0.7843024253845214, 0.5489240051796718, 0.691217488837692, 0.745328676700592] || Best Acc@1:58.808
[2025-09-24 17:44:12,695] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.540528292611519, 0.7020364561170902, 0.7340741753578186, 0.5483166653177013, 0.7403026545882985, 0.7966166904302148]
[2025-09-24 17:44:13,018] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-09-24 17:45:38,592] [SEDG] [INFO] Epoch:72 || Train Acc@1  61.41 ( 59.27), Train Cla Loss 1.3297e+02 (1.3490e+02)
[2025-09-24 17:45:41,188] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6953787939457954, 0.7590016800087768, 0.5355501174926758, 0.7119962374369303, 0.7884914517402649, 0.5440241105808235, 0.6814422078852383, 0.7543421030044556] || Best Acc@1:58.808
[2025-09-24 17:45:41,188] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5394643182339875, 0.6970208335972432, 0.7386918663978577, 0.538903186039895, 0.7382260075040684, 0.7988228381164675]
[2025-09-24 17:45:41,606] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-09-24 17:46:56,663] [SEDG] [INFO] Epoch:73 || Train Acc@1  57.97 ( 59.39), Train Cla Loss 1.3500e+02 (1.3481e+02)
[2025-09-24 17:46:57,549] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6973324312439447, 0.7584408095904759, 0.5484131235110609, 0.7100569976950591, 0.7851838111877442, 0.5470774036756954, 0.682627797501642, 0.7500289559364319] || Best Acc@1:58.808
[2025-09-24 17:46:57,549] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5445243868028155, 0.7059796467517157, 0.7375423192977906, 0.5489527501674912, 0.728421774259798, 0.7928540813244456]
[2025-09-24 17:46:57,880] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-09-24 17:48:09,297] [SEDG] [INFO] Epoch:74 || Train Acc@1  59.69 ( 59.48), Train Cla Loss 1.3439e+02 (1.3476e+02)
[2025-09-24 17:48:10,158] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6931660160233702, 0.7620947732553853, 0.5427994252760199, 0.7149511005893443, 0.7871517896652221, 0.5428248562427781, 0.6818528122871926, 0.7527175903320312] || Best Acc@1:58.808
[2025-09-24 17:48:10,158] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5425120825352876, 0.6978594237153635, 0.7321435809135437, 0.5398748094991127, 0.7410692994002324, 0.7932718890469249]
[2025-09-24 17:48:10,492] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-09-24 17:49:20,660] [SEDG] [INFO] Epoch:75 || Train Acc@1  60.78 ( 59.13), Train Cla Loss 1.3337e+02 (1.3502e+02)
[2025-09-24 17:49:21,562] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6890168861497806, 0.7555556514046409, 0.5386551014984711, 0.723819986079474, 0.79446462392807, 0.5427385553810167, 0.6830658863925334, 0.7517558097839355] || Best Acc@1:58.808
[2025-09-24 17:49:21,563] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5432037261332044, 0.7096190628765514, 0.7389134407043457, 0.545951001022173, 0.736717597694154, 0.7943000507548572]
[2025-09-24 17:49:21,809] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-09-24 17:50:29,063] [SEDG] [INFO] Epoch:76 || Train Acc@1  61.09 ( 59.00), Train Cla Loss 1.3366e+02 (1.3518e+02)
[2025-09-24 17:50:29,954] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6928736416599418, 0.7585215978808217, 0.5445495685444602, 0.7117143978112899, 0.7835220098495483, 0.5441872053635046, 0.6826645731925964, 0.7474204421043396] || Best Acc@1:58.808
[2025-09-24 17:50:29,954] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5376614302581881, 0.7013430479187636, 0.7342063784599304, 0.5470062627555421, 0.7387404737958483, 0.7919071016272878]
[2025-09-24 17:50:30,184] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-09-24 17:51:37,168] [SEDG] [INFO] Epoch:77 || Train Acc@1  58.91 ( 59.29), Train Cla Loss 1.3541e+02 (1.3493e+02)
[2025-09-24 17:51:38,049] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6905540280704257, 0.7517702951059713, 0.5443889204459854, 0.7123896764509333, 0.7838180303573609, 0.5476235306781271, 0.678563635679161, 0.7504417896270752] || Best Acc@1:58.808
[2025-09-24 17:51:38,049] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.547189420054418, 0.7100506334934594, 0.7357453584671021, 0.5475176491352342, 0.7375333005455649, 0.7977292033714977]
[2025-09-24 17:51:38,376] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-09-24 17:52:44,858] [SEDG] [INFO] Epoch:78 || Train Acc@1  59.53 ( 59.21), Train Cla Loss 1.3471e+02 (1.3495e+02)
[2025-09-24 17:52:45,735] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6898232743709902, 0.7553399174244373, 0.534985160525841, 0.7196382347892665, 0.7856523513793945, 0.5441131517753838, 0.6849463623274797, 0.7507111072540283] || Best Acc@1:58.808
[2025-09-24 17:52:45,736] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5408618368717454, 0.709075522497765, 0.7352679371833801, 0.5469589055695149, 0.736058855891987, 0.7942828473036851]
[2025-09-24 17:52:46,069] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-09-24 17:53:54,130] [SEDG] [INFO] Epoch:79 || Train Acc@1  58.75 ( 59.25), Train Cla Loss 1.3572e+02 (1.3486e+02)
[2025-09-24 17:53:54,988] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.690879606747929, 0.7572671794272089, 0.5422385546225535, 0.7197152357431328, 0.7836478590965271, 0.5470798348788148, 0.6847626334466275, 0.7479411125183105] || Best Acc@1:58.808
[2025-09-24 17:53:54,988] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5466262468640108, 0.7069282126876543, 0.7303948640823364, 0.5467444969260175, 0.7375641165265612, 0.7993053648529983]
[2025-09-24 17:53:55,237] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-09-24 17:55:03,224] [SEDG] [INFO] Epoch:80 || Train Acc@1  57.34 ( 59.36), Train Cla Loss 1.3616e+02 (1.3486e+02)
[2025-09-24 17:55:04,107] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6864535325690161, 0.7568657390483013, 0.5389191402664667, 0.7163249400426757, 0.7855304956436158, 0.546394924199359, 0.6802360801576818, 0.7486832141876221] || Best Acc@1:58.808
[2025-09-24 17:55:04,107] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5437636331001424, 0.7046281807827499, 0.7376815676689148, 0.541484804997533, 0.7350928088661971, 0.7914064899692691]
[2025-09-24 17:55:04,345] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-09-24 17:56:11,887] [SEDG] [INFO] Epoch:81 || Train Acc@1  58.28 ( 59.01), Train Cla Loss 1.3550e+02 (1.3512e+02)
[2025-09-24 17:56:12,749] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6883697607849217, 0.754360867785169, 0.543373925021932, 0.7144198860012511, 0.7847959756851196, 0.5493723898200515, 0.6879056684625974, 0.7492096543312072] || Best Acc@1:58.808
[2025-09-24 17:56:12,750] [SEDG] [INFO] Epoch:81 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5474249080101156, 0.7032077038812937, 0.7376726508140564, 0.5484818005413743, 0.7286432495542393, 0.788647376424898]
[2025-09-24 17:56:12,985] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-09-24 17:57:18,617] [SEDG] [INFO] Epoch:82 || Train Acc@1  59.38 ( 59.38), Train Cla Loss 1.3442e+02 (1.3480e+02)
[2025-09-24 17:57:19,471] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6889498060262655, 0.7551883606167583, 0.5434351646447484, 0.712933306049251, 0.7844977736473083, 0.5510126918739413, 0.6833430982235843, 0.7462990999221801] || Best Acc@1:58.808
[2025-09-24 17:57:19,472] [SEDG] [INFO] Epoch:82 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.54930463562841, 0.702886978410325, 0.7313981175422668, 0.5498235351550653, 0.7374881426240228, 0.7997167968168492]
[2025-09-24 17:57:19,759] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-09-24 17:58:27,031] [SEDG] [INFO] Epoch:83 || Train Acc@1  61.72 ( 59.14), Train Cla Loss 1.3386e+02 (1.3495e+02)
[2025-09-24 17:58:27,878] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6917122323301774, 0.7574544657360424, 0.5472186517111862, 0.7126756914006839, 0.7791823148727417, 0.5529233646688995, 0.6893604356537825, 0.7515707850456238] || Best Acc@1:58.808
[2025-09-24 17:58:27,878] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5459835670009163, 0.7032454924763374, 0.7345582962036132, 0.5488311553963964, 0.7359061742284495, 0.7991588241685696]
[2025-09-24 17:58:28,150] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-09-24 17:59:34,349] [SEDG] [INFO] Epoch:84 || Train Acc@1  55.62 ( 59.39), Train Cla Loss 1.3709e+02 (1.3476e+02)
[2025-09-24 17:59:35,218] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6885411445098587, 0.7593118045237157, 0.5426664186429374, 0.718327780939498, 0.7837730884552002, 0.5466400162773843, 0.6792078962865865, 0.7475784897804261] || Best Acc@1:58.808
[2025-09-24 17:59:35,218] [SEDG] [INFO] Epoch:84 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5479698125620066, 0.7042989633368246, 0.7341898798942565, 0.5445416366091426, 0.7398171421069248, 0.79792400443457]
[2025-09-24 17:59:35,483] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-09-24 18:00:42,235] [SEDG] [INFO] Epoch:85 || Train Acc@1  60.62 ( 59.28), Train Cla Loss 1.3396e+02 (1.3483e+02)
[2025-09-24 18:00:43,172] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6868278633190107, 0.7622931057756598, 0.5420352937299994, 0.7133293084378513, 0.7815611958503723, 0.5446138598533891, 0.684689018711354, 0.7515842914581299] || Best Acc@1:58.808
[2025-09-24 18:00:43,174] [SEDG] [INFO] Epoch:85 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5455344656239385, 0.705582507751273, 0.7324000239372254, 0.5495407114858213, 0.7372825069791952, 0.7943172643824321]
[2025-09-24 18:00:43,516] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-09-24 18:01:51,231] [SEDG] [INFO] Epoch:86 || Train Acc@1  57.50 ( 59.24), Train Cla Loss 1.3649e+02 (1.3487e+02)
[2025-09-24 18:01:52,217] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.686498484279536, 0.7599752243463095, 0.5283426234993753, 0.7267810162508263, 0.7942467451095581, 0.5352004473994237, 0.6862246540357482, 0.7590254068374633] || Best Acc@1:58.808
[2025-09-24 18:01:52,217] [SEDG] [INFO] Epoch:86 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5316130204230362, 0.7071880949368267, 0.7370869874954223, 0.5427244846124827, 0.7423787982600509, 0.8038495197528746]
[2025-09-24 18:01:52,542] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-09-24 18:02:59,172] [SEDG] [INFO] Epoch:87 || Train Acc@1  63.28 ( 59.16), Train Cla Loss 1.3149e+02 (1.3485e+02)
[2025-09-24 18:03:00,043] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6845444697367994, 0.7529926509052128, 0.5494519132602064, 0.7133121183083492, 0.7829436540603638, 0.5517060305020824, 0.6816249632235593, 0.7459472298622132] || Best Acc@1:58.808
[2025-09-24 18:03:00,043] [SEDG] [INFO] Epoch:87 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5507850939442652, 0.7048504611231247, 0.7334192872047425, 0.5507277731569657, 0.7385559340191495, 0.8017324141370572]
[2025-09-24 18:03:00,313] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-09-24 18:04:07,389] [SEDG] [INFO] Epoch:88 || Train Acc@1  59.53 ( 59.30), Train Cla Loss 1.3470e+02 (1.3479e+02)
[2025-09-24 18:04:08,260] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6907537277740768, 0.7525459179630527, 0.5499807641476016, 0.708657018418582, 0.7781656622886658, 0.5541410820084329, 0.6853148356173773, 0.7524794816970826] || Best Acc@1:58.808
[2025-09-24 18:04:08,260] [SEDG] [INFO] Epoch:88 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5479197135623197, 0.7024011079620265, 0.7363493204116821, 0.5532528065746616, 0.7313532650850381, 0.7874696177195727]
[2025-09-24 18:04:08,570] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-09-24 18:05:15,511] [SEDG] [INFO] Epoch:89 || Train Acc@1  58.91 ( 59.23), Train Cla Loss 1.3469e+02 (1.3480e+02)
[2025-09-24 18:05:16,355] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6849172371852247, 0.7523445123201841, 0.5433894976784911, 0.7079624638617413, 0.793921422958374, 0.5490009053523496, 0.6837693662763392, 0.745059585571289] || Best Acc@1:58.808
[2025-09-24 18:05:16,356] [SEDG] [INFO] Epoch:89 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.540688723510837, 0.7077933658593856, 0.7377546787261963, 0.5469657375205378, 0.7399127035383966, 0.8022399588329036]
[2025-09-24 18:05:16,648] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-09-24 18:06:22,946] [SEDG] [INFO] Epoch:90 || Train Acc@1  61.25 ( 59.47), Train Cla Loss 1.3345e+02 (1.3461e+02)
[2025-09-24 18:06:23,814] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6872587468050704, 0.7573175693487192, 0.5354542807687687, 0.7143974709060957, 0.7914696455001831, 0.5431732276211614, 0.69031981739608, 0.753006112575531] || Best Acc@1:58.808
[2025-09-24 18:06:23,815] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5368239553818791, 0.7033207810150003, 0.7329401969909668, 0.5454999671219298, 0.7448900922848161, 0.8018072620639957]
[2025-09-24 18:06:24,147] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-09-24 18:07:30,382] [SEDG] [INFO] Epoch:91 || Train Acc@1  57.66 ( 59.22), Train Cla Loss 1.3645e+02 (1.3485e+02)
[2025-09-24 18:07:31,247] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6835935221442694, 0.7527580772127423, 0.5392731299883202, 0.7129700120140172, 0.7871164679527283, 0.5475014696210068, 0.6866157073644722, 0.75059654712677] || Best Acc@1:58.808
[2025-09-24 18:07:31,247] [SEDG] [INFO] Epoch:91 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5400354832595919, 0.7042691325241665, 0.7350796103477478, 0.5438426925528864, 0.7471542012919287, 0.7963074998157781]
[2025-09-24 18:07:31,531] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-09-24 18:08:37,712] [SEDG] [INFO] Epoch:92 || Train Acc@1  59.84 ( 59.26), Train Cla Loss 1.3481e+02 (1.3477e+02)
[2025-09-24 18:08:38,575] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6848062050493458, 0.7538764360663178, 0.5489821079411085, 0.7127907201179169, 0.7848674416542053, 0.5482669143202883, 0.6880166058270436, 0.7508367776870728] || Best Acc@1:58.808
[2025-09-24 18:08:38,575] [SEDG] [INFO] Epoch:92 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5496705737173188, 0.7108281959527694, 0.732210910320282, 0.5468656305940995, 0.7363735741111124, 0.8008410101983605]
[2025-09-24 18:08:38,907] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-09-24 18:09:44,779] [SEDG] [INFO] Epoch:93 || Train Acc@1  60.16 ( 59.16), Train Cla Loss 1.3332e+02 (1.3486e+02)
[2025-09-24 18:09:45,641] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6840331494053707, 0.7542585916333384, 0.541639627535132, 0.7116087498904774, 0.7869925260543823, 0.5462021994294587, 0.6826902103124175, 0.7493920087814331] || Best Acc@1:58.808
[2025-09-24 18:09:45,641] [SEDG] [INFO] Epoch:93 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.544870780861896, 0.7049379873575654, 0.7379382371902465, 0.5455826372833725, 0.7420223294549687, 0.8062683324503704]
[2025-09-24 18:09:45,938] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-09-24 18:10:52,283] [SEDG] [INFO] Epoch:94 || Train Acc@1  60.62 ( 59.40), Train Cla Loss 1.3359e+02 (1.3472e+02)
[2025-09-24 18:10:53,156] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6835196267200422, 0.7609782760793512, 0.53344645228567, 0.7137025253577802, 0.7868860244750977, 0.5456210663599997, 0.6820183475062532, 0.7516810059547424] || Best Acc@1:58.808
[2025-09-24 18:10:53,156] [SEDG] [INFO] Epoch:94 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5349807702236294, 0.7009124984531283, 0.7378938317298889, 0.5377470425197056, 0.7458307492505213, 0.8032481961134004]
[2025-09-24 18:10:53,483] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-09-24 18:11:59,409] [SEDG] [INFO] Epoch:95 || Train Acc@1  59.53 ( 59.44), Train Cla Loss 1.3449e+02 (1.3464e+02)
[2025-09-24 18:12:00,403] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6838611190832113, 0.7583993270799712, 0.5470942598354968, 0.7156486818625493, 0.7862330555915833, 0.5471234499297527, 0.6885306703969367, 0.7519956350326538] || Best Acc@1:58.808
[2025-09-24 18:12:00,404] [SEDG] [INFO] Epoch:95 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5455264619418553, 0.7062803101989458, 0.7398628234863281, 0.542156790354237, 0.7399001429035406, 0.7967497003756887]
[2025-09-24 18:12:00,710] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-09-24 18:13:06,079] [SEDG] [INFO] Epoch:96 || Train Acc@1  59.22 ( 59.27), Train Cla Loss 1.3446e+02 (1.3479e+02)
[2025-09-24 18:13:06,928] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6830875466141519, 0.7506018257760382, 0.5429719263994242, 0.7128821633896738, 0.78060964345932, 0.5515691671312225, 0.6814259646823572, 0.748376190662384] || Best Acc@1:58.808
[2025-09-24 18:13:06,928] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5479099609837028, 0.7010637296820587, 0.7329976439476014, 0.5491732521827176, 0.7318042752089774, 0.7980270250056817]
[2025-09-24 18:13:07,200] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-09-24 18:14:13,588] [SEDG] [INFO] Epoch:97 || Train Acc@1  57.97 ( 59.31), Train Cla Loss 1.3582e+02 (1.3471e+02)
[2025-09-24 18:14:14,597] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6858433922634849, 0.7532855419369487, 0.5417497331583048, 0.7143414309189754, 0.7834207534790039, 0.5457940001665436, 0.6859657153393488, 0.7496609210968017] || Best Acc@1:58.808
[2025-09-24 18:14:14,598] [SEDG] [INFO] Epoch:97 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5358925365513156, 0.707015003798143, 0.7379698872566223, 0.5449862739314204, 0.7403166996445626, 0.7983172690965296]
[2025-09-24 18:14:14,829] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-09-24 18:15:21,207] [SEDG] [INFO] Epoch:98 || Train Acc@1  58.12 ( 59.38), Train Cla Loss 1.3506e+02 (1.3466e+02)
[2025-09-24 18:15:22,073] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6851591837557056, 0.7619913313295934, 0.5338201160672345, 0.7114569031217564, 0.7879258632659912, 0.5403942739741402, 0.6799805467983462, 0.7568096280097961] || Best Acc@1:58.808
[2025-09-24 18:15:22,074] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5351021334251261, 0.7056464957741072, 0.7404613494873047, 0.5358428460840853, 0.7491828654981723, 0.8042432258768779]
[2025-09-24 18:15:22,367] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-09-24 18:16:31,489] [SEDG] [INFO] Epoch:99 || Train Acc@1  60.47 ( 59.16), Train Cla Loss 1.3420e+02 (1.3486e+02)
[2025-09-24 18:16:32,436] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.6845659560795072, 0.7528196929337142, 0.5385171718235258, 0.7180950161795946, 0.7846089959144592, 0.5400384575683878, 0.6830519284092406, 0.7512300610542297] || Best Acc@1:58.808
[2025-09-24 18:16:32,437] [SEDG] [INFO] Epoch:99 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.5340041253507507, 0.7065193750573404, 0.7415662050247193, 0.5433006493941598, 0.7437450365655741, 0.805514879827577]
[2025-09-24 18:16:32,678] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-24 18:16:33,886] [SEDG] [INFO] Val  Acc@1: [58.227848052978516, 38.31168746948242, 87.3417739868164, 49.056602478027344, 33.125, 90.68323516845703, 58.490562438964844, 39.375], Val Loss  [0.6852246394640282, 0.8260725481169564, 0.48068672569492193, 0.7320654755868252, 0.8175239324569702, 0.482737980644155, 0.6697981102661517, 0.7616292238235474]
[2025-09-24 18:16:33,887] [SEDG] [INFO] Test  Acc@1: [87.57764434814453, 51.57232666015625, 48.125, 90.68323516845703, 43.94904708862305, 32.52032470703125], Test Loss [0.49646765660054937, 0.7160638754472792, 0.7247189879417419, 0.4860652870272998, 0.7513025573864105, 0.8217314724030533]
[2025-09-24 18:16:33,887] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-24 18:16:33,893] [SEDG] [INFO] Val  Mean&Var: [(58.208332, 3.2508552), (37.884617, 3.2703617), (87.416664, 3.6164162), (49.05242, 2.5622456), (33.125, 2.270738), (92.1875, 1.6053162), (58.508064, 4.4190125), (39.375, 1.6770506)]
[2025-09-24 18:16:33,893] [SEDG] [INFO] Test  Mean&Var: [(89.583336, 2.290088), (51.572582, 1.8750218), (48.125, 4.4721355), (92.1875, 2.5248332), (44.094826, 3.09046), (32.552082, 2.7896204)]
