[2025-09-04 14:15:07,052] [SEDG] [INFO] 
[2025-09-04 14:15:07,053] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-04 18:00:48,971] [SEDG] [INFO] Epoch:0 || Train Acc@1  53.44 ( 53.75), Train Cla Loss 2.3204e+02 (4.0276e+02)
[2025-09-04 18:00:50,853] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [54.430381774902344, 38.31168746948242, 93.67089080810547, 47.79874038696289, 30.0, 92.54658508300781, 56.6037712097168, 38.75], Val Loss  [0.8291647517228429, 1.0385397239164873, 0.3234749907934213, 0.9158136417280953, 1.1466881275177, 0.3368071400971146, 0.8022341027199847, 1.0341336965560912] || Best Acc@1:56.514
[2025-09-04 18:00:50,853] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [93.788818359375, 51.57232666015625, 43.125, 92.54658508300781, 42.03821563720703, 26.829267501831055], Test Loss [0.3215102154460753, 0.8670991906579936, 0.9770837783813476, 0.3382019585704211, 0.9883170727711574, 1.1867541384890796]
[2025-09-04 18:00:51,202] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-04 21:44:05,319] [SEDG] [INFO] Epoch:1 || Train Acc@1  56.56 ( 53.51), Train Cla Loss 2.3427e+02 (2.3071e+02)
[2025-09-04 21:44:06,311] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [50.0, 55.19480514526367, 56.32911682128906, 42.138362884521484, 44.375, 60.86956787109375, 52.201255798339844, 53.125], Val Loss  [1.0375378011148186, 0.938827277778031, 0.6938217101217825, 1.0870803403404523, 1.0842749238014222, 0.6550073320080775, 0.9567996630878568, 1.0046404004096985] || Best Acc@1:56.514
[2025-09-04 21:44:06,312] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [62.11180114746094, 44.65408706665039, 58.75, 59.0062141418457, 54.777069091796875, 49.5934944152832], Test Loss [0.6796518314328993, 1.0270775466595057, 0.9223615884780884, 0.6579492153218074, 0.9878538873544924, 1.0516247991623917]
[2025-09-04 21:44:06,548] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-05 01:28:03,118] [SEDG] [INFO] Epoch:2 || Train Acc@1  50.00 ( 53.93), Train Cla Loss 2.2765e+02 (2.2467e+02)
[2025-09-05 01:28:04,076] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [56.96202850341797, 48.05194854736328, 67.08860778808594, 55.345909118652344, 48.75, 67.70186614990234, 55.345909118652344, 48.125], Val Loss  [1.054033079479314, 1.0609997897953183, 0.564049408405642, 1.0381914842053779, 0.9986013889312744, 0.5865475109645298, 0.8821115328830743, 1.0503949761390685] || Best Acc@1:56.514
[2025-09-05 01:28:04,076] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [68.32298278808594, 56.6037712097168, 56.875, 64.59627532958984, 58.59872817993164, 48.780487060546875], Test Loss [0.5765132319112742, 0.8644599288514575, 0.8815789341926574, 0.6158245999990783, 0.9270156845924961, 0.9551651952712517]
[2025-09-05 01:28:04,322] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-05 05:12:46,401] [SEDG] [INFO] Epoch:3 || Train Acc@1  55.78 ( 54.82), Train Cla Loss 2.1039e+02 (2.2031e+02)
[2025-09-05 05:12:47,742] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [61.39240646362305, 44.80519485473633, 77.21519470214844, 52.201255798339844, 51.25, 77.63975524902344, 58.490562438964844, 55.625], Val Loss  [0.8261226973956144, 0.9334814014372887, 0.5156149932100803, 1.0697311762743775, 0.9174125075340271, 0.4791414049101172, 0.9448068108198777, 0.8212138175964355] || Best Acc@1:59.827
[2025-09-05 05:12:47,742] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [72.67080688476562, 52.201255798339844, 52.5, 77.63975524902344, 50.31847381591797, 50.40650177001953], Test Loss [0.5331520802856232, 0.9514282087110123, 0.8256770610809326, 0.5346377453078395, 1.1281243782893868, 0.8875662044781011]
[2025-09-05 05:12:48,017] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-05 08:56:27,442] [SEDG] [INFO] Epoch:4 || Train Acc@1  57.34 ( 56.06), Train Cla Loss 1.9319e+02 (2.0186e+02)
[2025-09-05 08:56:28,741] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [60.126583099365234, 40.25973892211914, 86.0759506225586, 52.201255798339844, 47.5, 86.9565200805664, 59.1194953918457, 51.875], Val Loss  [0.8556485764587982, 0.9720493090617193, 0.3919563791419886, 0.8230748551446687, 0.9053006768226624, 0.3757164189534158, 0.9378161962677098, 0.8674092650413513] || Best Acc@1:60.514
[2025-09-05 08:56:28,741] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [80.12422180175781, 52.8301887512207, 54.375, 80.12422180175781, 61.78343963623047, 55.284549713134766], Test Loss [0.4397953505749288, 0.8460597928215123, 0.8699663758277894, 0.4349668410994251, 0.7608482010045629, 0.8606164629866437]
[2025-09-05 08:56:30,164] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-05 12:41:28,358] [SEDG] [INFO] Epoch:5 || Train Acc@1  57.66 ( 57.00), Train Cla Loss 1.8051e+02 (1.8580e+02)
[2025-09-05 12:41:29,610] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [62.65822982788086, 51.94805145263672, 86.0759506225586, 65.40880584716797, 50.0, 84.47205352783203, 62.2641487121582, 50.0], Val Loss  [0.8353610204744942, 0.79983330237401, 0.42239970723284953, 0.6922338972301603, 0.8473641753196717, 0.42971575260162354, 0.778791014128511, 0.8126973509788513] || Best Acc@1:64.103
[2025-09-05 12:41:29,610] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [84.47205352783203, 56.6037712097168, 51.875, 83.22981262207031, 54.14012908935547, 53.65853500366211], Test Loss [0.44312013778257076, 0.8607020576794943, 0.8581994533538818, 0.4880322002290939, 0.8398065487290644, 0.7615152587735556]
[2025-09-05 12:41:30,039] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-05 16:26:27,738] [SEDG] [INFO] Epoch:6 || Train Acc@1  57.50 ( 57.41), Train Cla Loss 1.7580e+02 (1.7776e+02)
[2025-09-05 16:26:29,043] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [62.02531814575195, 46.75324630737305, 89.87342071533203, 63.522010803222656, 51.875, 88.81987762451172, 60.377357482910156, 51.25], Val Loss  [0.7606025179730186, 0.8522905792508807, 0.39390311475041545, 0.7426424555058749, 0.763919734954834, 0.39970241422238556, 0.73568949122099, 0.8208953261375427] || Best Acc@1:64.312
[2025-09-05 16:26:29,043] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [77.63975524902344, 55.9748420715332, 54.375, 79.50310516357422, 56.68790054321289, 57.723575592041016], Test Loss [0.5295061426503318, 0.8041417066406154, 0.7303843080997467, 0.46355262463507446, 0.7287472509274817, 0.6922428966537724]
[2025-09-05 16:26:29,418] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-05 20:11:36,659] [SEDG] [INFO] Epoch:7 || Train Acc@1  58.12 ( 57.72), Train Cla Loss 1.6715e+02 (1.7262e+02)
[2025-09-05 20:11:37,706] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [64.55696105957031, 48.701297760009766, 87.3417739868164, 55.345909118652344, 52.5, 88.19876098632812, 57.232704162597656, 50.625], Val Loss  [0.7505218914792507, 0.8553347068947631, 0.3845037531249131, 0.8183047936397528, 0.7875226259231567, 0.3841733864005308, 0.7833204479337489, 0.7551653027534485] || Best Acc@1:64.312
[2025-09-05 20:11:37,707] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [83.85093688964844, 61.00628662109375, 52.5, 85.71428680419922, 61.14649963378906, 59.34959030151367], Test Loss [0.4743648022413254, 0.7297268922223985, 0.768687117099762, 0.4020287431545139, 0.6994844629506397, 0.7514342200465318]
[2025-09-05 20:11:37,956] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-05 23:55:37,031] [SEDG] [INFO] Epoch:8 || Train Acc@1  58.28 ( 57.97), Train Cla Loss 1.6652e+02 (1.6892e+02)
[2025-09-05 23:55:38,534] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [62.02531814575195, 48.05194854736328, 81.64556884765625, 61.00628662109375, 53.75, 79.50310516357422, 57.232704162597656, 55.625], Val Loss  [0.703521038535275, 0.7961145360748489, 0.4977076098888735, 0.7090333996328918, 0.7333821892738343, 0.47369423397579546, 0.7217621604601542, 0.7470141172409057] || Best Acc@1:64.312
[2025-09-05 23:55:38,534] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [79.50310516357422, 53.4591178894043, 53.75, 78.26087188720703, 56.05095672607422, 58.536582946777344], Test Loss [0.47957149203519644, 0.8255460063616434, 0.7023476958274841, 0.49699720110952483, 0.7402943501806563, 0.64910888671875]
[2025-09-05 23:55:38,806] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-06 03:40:34,664] [SEDG] [INFO] Epoch:9 || Train Acc@1  60.62 ( 58.20), Train Cla Loss 1.6432e+02 (1.6462e+02)
[2025-09-06 03:40:36,937] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [58.86075973510742, 48.05194854736328, 92.40506744384766, 55.9748420715332, 54.375, 89.44099426269531, 61.63521957397461, 52.5], Val Loss  [0.7125805412666707, 0.7874986823503073, 0.40130738970599594, 0.7441626172395622, 0.7456799626350403, 0.4033644310435893, 0.737410325674141, 0.767455792427063] || Best Acc@1:64.312
[2025-09-06 03:40:36,938] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [86.9565200805664, 52.8301887512207, 56.25, 89.44099426269531, 61.14649963378906, 55.284549713134766], Test Loss [0.41993940098685506, 0.7995328187192761, 0.7044849276542664, 0.38720409192653915, 0.7037902189667817, 0.7271483492075912]
[2025-09-06 03:40:37,188] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-06 07:24:00,631] [SEDG] [INFO] Epoch:10 || Train Acc@1  57.81 ( 58.38), Train Cla Loss 1.6196e+02 (1.6092e+02)
[2025-09-06 07:24:01,641] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [60.75949478149414, 48.701297760009766, 91.77215576171875, 61.00628662109375, 50.625, 90.0621109008789, 59.1194953918457, 46.875], Val Loss  [0.7354833340343041, 0.7786151263620946, 0.3718523036075544, 0.7852166684918434, 0.7795193314552307, 0.3722946020016759, 0.6682767849298393, 0.7981505751609802] || Best Acc@1:64.312
[2025-09-06 07:24:01,641] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [88.81987762451172, 53.4591178894043, 51.875, 88.81987762451172, 57.96178436279297, 56.91056823730469], Test Loss [0.39528579084399323, 0.8655154236457633, 0.799260139465332, 0.3982281729301311, 0.7438683688260948, 0.7679435261865941]
[2025-09-06 07:24:01,889] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-06 11:07:59,460] [SEDG] [INFO] Epoch:11 || Train Acc@1  58.91 ( 59.06), Train Cla Loss 1.5735e+02 (1.5676e+02)
[2025-09-06 11:08:00,782] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [58.227848052978516, 45.45454406738281, 91.13924407958984, 54.71697998046875, 46.875, 90.0621109008789, 54.08804702758789, 51.875], Val Loss  [0.7133600394937056, 0.8371175953320095, 0.369265810598301, 0.7307428428961796, 0.8136561036109924, 0.36837305785706326, 0.7383590036968015, 0.7580942153930664] || Best Acc@1:64.312
[2025-09-06 11:08:00,782] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [87.57764434814453, 59.7484245300293, 50.625, 87.57764434814453, 61.78343963623047, 46.341461181640625], Test Loss [0.40087117671226125, 0.7149657160980897, 0.7852512717247009, 0.41071591947389685, 0.706166438236358, 0.81362877967881]
[2025-09-06 11:08:01,141] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-06 14:53:24,901] [SEDG] [INFO] Epoch:12 || Train Acc@1  59.53 ( 58.97), Train Cla Loss 1.4874e+02 (1.5514e+02)
[2025-09-06 14:53:27,247] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [62.65822982788086, 44.80519485473633, 91.13924407958984, 56.6037712097168, 53.75, 90.0621109008789, 61.00628662109375, 55.625], Val Loss  [0.6608074805404567, 0.7813223337198233, 0.39627830514424967, 0.7644622340892095, 0.7519738078117371, 0.4213108057561128, 0.703444593732462, 0.7458234906196595] || Best Acc@1:64.456
[2025-09-06 14:53:27,248] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [88.81987762451172, 57.232704162597656, 54.375, 88.19876098632812, 58.59872817993164, 46.341461181640625], Test Loss [0.4317165009723687, 0.8139642488281682, 0.7222673177719117, 0.4544058671649198, 0.7179954636628461, 0.7429169697490164]
[2025-09-06 14:53:27,603] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-06 18:41:34,772] [SEDG] [INFO] Epoch:13 || Train Acc@1  61.25 ( 59.35), Train Cla Loss 1.4441e+02 (1.5187e+02)
[2025-09-06 18:41:36,491] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [59.49367141723633, 51.94805145263672, 90.50633239746094, 62.8930778503418, 52.5, 90.68323516845703, 61.63521957397461, 54.375], Val Loss  [0.6778946239737016, 0.7809764820259887, 0.41480550999882854, 0.6426535818561818, 0.7359808206558227, 0.4076635919002272, 0.6749074076706508, 0.7485427975654602] || Best Acc@1:65.504
[2025-09-06 18:41:36,491] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [85.71428680419922, 56.6037712097168, 53.75, 87.57764434814453, 56.05095672607422, 57.723575592041016], Test Loss [0.463180741167957, 0.7625760833422343, 0.7280911445617676, 0.4350098945339274, 0.7064299006370982, 0.7269665584331606]
[2025-09-06 18:41:36,745] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-06 22:27:26,469] [SEDG] [INFO] Epoch:14 || Train Acc@1  57.34 ( 59.54), Train Cla Loss 1.4704e+02 (1.4956e+02)
[2025-09-06 22:27:27,900] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [63.92405319213867, 48.05194854736328, 89.87342071533203, 61.63521957397461, 46.25, 91.30435180664062, 64.77986907958984, 51.875], Val Loss  [0.6643780545343326, 0.8065908946000137, 0.3874484194984919, 0.6933188419671928, 0.7894133806228638, 0.3848842514782959, 0.5972176449103925, 0.758627188205719] || Best Acc@1:65.504
[2025-09-06 22:27:27,900] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [90.0621109008789, 59.1194953918457, 51.875, 86.33540344238281, 59.87261199951172, 60.16259765625], Test Loss [0.3739271386069541, 0.6654500365257263, 0.7649944067001343, 0.41704348460857915, 0.7020977029375209, 0.7061804741378722]
[2025-09-06 22:27:28,276] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-07 02:23:50,143] [SEDG] [INFO] Epoch:15 || Train Acc@1  57.19 ( 59.89), Train Cla Loss 1.4808e+02 (1.4729e+02)
[2025-09-07 02:23:51,436] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [61.39240646362305, 49.350650787353516, 92.40506744384766, 59.7484245300293, 50.0, 88.81987762451172, 67.29559326171875, 48.125], Val Loss  [0.6877391119546528, 0.8013940260007784, 0.40376905323583867, 0.6822810427947614, 0.7602313876152038, 0.397833051472347, 0.6401819515528169, 0.7555929660797119] || Best Acc@1:65.504
[2025-09-07 02:23:51,436] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [87.57764434814453, 56.6037712097168, 52.5, 88.81987762451172, 61.78343963623047, 51.21950912475586], Test Loss [0.4108488337593789, 0.6864472773839843, 0.7509487748146058, 0.4294015927159268, 0.6849620251139258, 0.7295820640354622]
[2025-09-07 02:23:51,777] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-07 06:16:12,569] [SEDG] [INFO] Epoch:16 || Train Acc@1  58.91 ( 60.17), Train Cla Loss 1.4774e+02 (1.4500e+02)
[2025-09-07 06:16:13,513] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [60.126583099365234, 51.298702239990234, 89.87342071533203, 61.63521957397461, 52.5, 91.92546844482422, 64.77986907958984, 49.375], Val Loss  [0.7216804978213732, 0.7817781281161618, 0.40016685709168637, 0.6810373296527743, 0.7701385498046875, 0.3831093646354557, 0.6457985257202724, 0.8051785469055176] || Best Acc@1:65.504
[2025-09-07 06:16:13,513] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [86.9565200805664, 55.9748420715332, 55.625, 89.44099426269531, 57.96178436279297, 56.097557067871094], Test Loss [0.4191570844709503, 0.7473368228606458, 0.7159040093421936, 0.4011246476854597, 0.7153312996694237, 0.697317117113408]
[2025-09-07 06:16:13,769] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-07 10:01:09,020] [SEDG] [INFO] Epoch:17 || Train Acc@1  57.81 ( 60.32), Train Cla Loss 1.4757e+02 (1.4335e+02)
[2025-09-07 10:01:10,035] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [62.65822982788086, 56.493507385253906, 90.50633239746094, 62.8930778503418, 46.875, 90.68323516845703, 58.490562438964844, 48.75], Val Loss  [0.6686876431296144, 0.7014113881371238, 0.4456117100353482, 0.6570471221545957, 0.7731386542320251, 0.44153532052632444, 0.6979023071954835, 0.7301016569137573] || Best Acc@1:65.504
[2025-09-07 10:01:10,035] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [86.9565200805664, 61.00628662109375, 58.125, 85.71428680419922, 62.42038345336914, 60.975608825683594], Test Loss [0.48710166852666725, 0.6621525261387136, 0.7175365805625915, 0.5037306136226062, 0.6832342216163684, 0.6673720730998651]
[2025-09-07 10:01:10,371] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-07 13:55:37,648] [SEDG] [INFO] Epoch:18 || Train Acc@1  58.12 ( 60.56), Train Cla Loss 1.4124e+02 (1.4151e+02)
[2025-09-07 13:55:39,414] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [60.75949478149414, 46.75324630737305, 89.87342071533203, 59.1194953918457, 51.25, 91.30435180664062, 69.81131744384766, 53.75], Val Loss  [0.6594683377048637, 0.7650237524664247, 0.425708527806439, 0.6465669113135187, 0.7421317100524902, 0.40475213212996536, 0.6118527170996996, 0.7367231130599976] || Best Acc@1:65.504
[2025-09-07 13:55:39,414] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [89.44099426269531, 54.71697998046875, 53.75, 86.33540344238281, 56.05095672607422, 60.975608825683594], Test Loss [0.41846014475970533, 0.7182514701249465, 0.7262701511383056, 0.4447875259825902, 0.6882234583994385, 0.6828431845680485]
[2025-09-07 13:55:39,685] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-07 17:54:06,422] [SEDG] [INFO] Epoch:19 || Train Acc@1  61.56 ( 61.04), Train Cla Loss 1.3655e+02 (1.3954e+02)
[2025-09-07 17:54:07,800] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [68.98734283447266, 47.40259552001953, 89.87342071533203, 64.77986907958984, 46.25, 92.54658508300781, 61.63521957397461, 51.875], Val Loss  [0.6181478870065906, 0.8194228937099506, 0.366635557216934, 0.6745267225511419, 0.7914462804794311, 0.36858936700021255, 0.6600205467182135, 0.7735130429267884] || Best Acc@1:65.504
[2025-09-07 17:54:07,800] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [91.92546844482422, 57.232704162597656, 50.625, 90.68323516845703, 54.777069091796875, 46.341461181640625], Test Loss [0.37914307332186964, 0.7114113423059572, 0.7760667324066162, 0.39522115913977535, 0.730803260757665, 0.7577240893511268]
[2025-09-07 17:54:08,052] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-07 21:50:12,680] [SEDG] [INFO] Epoch:20 || Train Acc@1  60.62 ( 61.02), Train Cla Loss 1.3739e+02 (1.3862e+02)
[2025-09-07 21:50:14,558] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [63.291141510009766, 46.75324630737305, 91.77215576171875, 55.345909118652344, 48.75, 91.92546844482422, 61.63521957397461, 57.5], Val Loss  [0.6619974548303629, 0.8011228117075834, 0.3948918754541421, 0.6828584599794831, 0.7797873735427856, 0.3612790242855593, 0.6615528029465826, 0.7412358045578002] || Best Acc@1:65.504
[2025-09-07 21:50:14,559] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [88.81987762451172, 61.63521957397461, 57.5, 89.44099426269531, 52.22930145263672, 56.097557067871094], Test Loss [0.4018834623861017, 0.668189083255312, 0.704391610622406, 0.4069805387754618, 0.7047014976762662, 0.7288204920970327]
[2025-09-07 21:50:14,981] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-08 01:43:14,272] [SEDG] [INFO] Epoch:21 || Train Acc@1  63.28 ( 61.27), Train Cla Loss 1.3369e+02 (1.3691e+02)
[2025-09-08 01:43:15,395] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [62.65822982788086, 51.94805145263672, 91.13924407958984, 59.1194953918457, 53.75, 88.81987762451172, 59.1194953918457, 50.0], Val Loss  [0.6706442478336866, 0.7525991193659893, 0.42514426874209055, 0.6576510420385396, 0.7085525631904602, 0.4427113588552297, 0.6553365828106238, 0.7024365901947022] || Best Acc@1:65.504
[2025-09-08 01:43:15,395] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [88.81987762451172, 57.86163330078125, 53.125, 90.0621109008789, 61.78343963623047, 56.91056823730469], Test Loss [0.4478608330954676, 0.701550969162827, 0.7217436671257019, 0.43245855621669604, 0.6798553762921862, 0.6822201144404527]
[2025-09-08 01:43:15,677] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-08 05:34:16,370] [SEDG] [INFO] Epoch:22 || Train Acc@1  61.72 ( 61.62), Train Cla Loss 1.3784e+02 (1.3555e+02)
[2025-09-08 05:34:17,557] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [63.291141510009766, 50.649349212646484, 90.50633239746094, 62.2641487121582, 50.625, 90.68323516845703, 65.40880584716797, 55.625], Val Loss  [0.6959782129601587, 0.7576269275182254, 0.43216451248036153, 0.6638452077061875, 0.7346879720687867, 0.4025020355023212, 0.6145972673248195, 0.7132370352745057] || Best Acc@1:66.132
[2025-09-08 05:34:17,557] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [89.44099426269531, 59.1194953918457, 53.75, 86.33540344238281, 57.96178436279297, 53.65853500366211], Test Loss [0.4456783644160869, 0.6868803388667557, 0.7347779035568237, 0.4389615584604488, 0.6832045730511853, 0.7216162293907104]
[2025-09-08 05:34:17,808] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-08 09:20:13,607] [SEDG] [INFO] Epoch:23 || Train Acc@1  58.91 ( 62.05), Train Cla Loss 1.3570e+02 (1.3397e+02)
[2025-09-08 09:20:14,559] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [60.75949478149414, 50.649349212646484, 91.77215576171875, 62.8930778503418, 53.125, 90.0621109008789, 66.66666412353516, 47.5], Val Loss  [0.6649000093906741, 0.7725580729447402, 0.397837123916119, 0.6654071556697102, 0.714736819267273, 0.4056955923945267, 0.6209160393139102, 0.7273609399795532] || Best Acc@1:66.132
[2025-09-08 09:20:14,559] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [87.57764434814453, 59.7484245300293, 52.5, 88.19876098632812, 55.41401290893555, 60.16259765625], Test Loss [0.40434893317844556, 0.7020658704469789, 0.7279226541519165, 0.4109338951407012, 0.6900052667423419, 0.7131652638195006]
[2025-09-08 09:20:14,839] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-08 13:06:11,345] [SEDG] [INFO] Epoch:24 || Train Acc@1  59.53 ( 62.07), Train Cla Loss 1.3626e+02 (1.3364e+02)
[2025-09-08 13:06:12,945] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [62.65822982788086, 44.80519485473633, 92.40506744384766, 54.08804702758789, 48.75, 92.54658508300781, 57.86163330078125, 48.75], Val Loss  [0.6309275638453568, 0.8024622898597222, 0.3846390986744362, 0.6690045085343175, 0.753209912776947, 0.3599764949046307, 0.6214077566404762, 0.7458110213279724] || Best Acc@1:66.132
[2025-09-08 13:06:12,946] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [92.54658508300781, 57.232704162597656, 47.5, 90.0621109008789, 49.6815299987793, 47.15446853637695], Test Loss [0.3912819536946575, 0.6905889829749581, 0.7523758292198182, 0.4130962644674763, 0.7120979428291321, 0.7582102994608685]
[2025-09-08 13:06:13,314] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-08 16:54:05,993] [SEDG] [INFO] Epoch:25 || Train Acc@1  62.66 ( 62.30), Train Cla Loss 1.3336e+02 (1.3245e+02)
[2025-09-08 16:54:07,785] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [59.49367141723633, 51.298702239990234, 89.87342071533203, 55.345909118652344, 49.375, 91.30435180664062, 61.00628662109375, 53.75], Val Loss  [0.635052818286268, 0.75910710901409, 0.38780113601986366, 0.7037726970588636, 0.7549296855926514, 0.40609711001378407, 0.642094741827287, 0.724989914894104] || Best Acc@1:66.132
[2025-09-08 16:54:07,786] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [91.92546844482422, 56.6037712097168, 49.375, 86.9565200805664, 57.96178436279297, 58.536582946777344], Test Loss [0.4110420734986015, 0.7026819466794811, 0.7154768228530883, 0.4071076408676479, 0.6830564376654898, 0.6903140273520617]
[2025-09-08 16:54:08,040] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-08 20:42:11,496] [SEDG] [INFO] Epoch:26 || Train Acc@1  58.59 ( 63.12), Train Cla Loss 1.3497e+02 (1.3085e+02)
[2025-09-08 20:42:12,508] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [59.49367141723633, 48.05194854736328, 89.87342071533203, 68.55345916748047, 55.625, 90.68323516845703, 60.377357482910156, 55.625], Val Loss  [0.657542490506474, 0.737007674458739, 0.46521183433411994, 0.6394447230692929, 0.6911367416381836, 0.4314922342389267, 0.6598790651597317, 0.7115604639053345] || Best Acc@1:66.132
[2025-09-08 20:42:12,509] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [88.81987762451172, 59.1194953918457, 56.25, 85.71428680419922, 58.59872817993164, 58.536582946777344], Test Loss [0.48765700870419143, 0.668673834335879, 0.6949626684188843, 0.4930992511488636, 0.6517171214340599, 0.6792984924665312]
[2025-09-08 20:42:12,822] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-08 22:52:35,731] [SEDG] [INFO] Epoch:27 || Train Acc@1  60.94 ( 62.45), Train Cla Loss 1.3484e+02 (1.3081e+02)
[2025-09-08 22:52:37,090] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [60.75949478149414, 50.0, 90.50633239746094, 57.232704162597656, 54.375, 91.30435180664062, 63.522010803222656, 53.125], Val Loss  [0.6672690955898429, 0.7349344476476892, 0.4303765919389604, 0.6852651343405621, 0.7000234723091125, 0.4167220131580874, 0.6404017761068524, 0.7211614489555359] || Best Acc@1:66.132
[2025-09-08 22:52:37,090] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [88.81987762451172, 53.4591178894043, 53.125, 90.0621109008789, 62.42038345336914, 56.91056823730469], Test Loss [0.4246338648455484, 0.68835648988028, 0.7125368356704712, 0.4168640528776631, 0.6703893360058972, 0.6739274815815252]
[2025-09-08 22:52:37,353] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-09 00:12:28,729] [SEDG] [INFO] Epoch:28 || Train Acc@1  62.50 ( 63.13), Train Cla Loss 1.3162e+02 (1.2982e+02)
[2025-09-09 00:12:30,556] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [64.55696105957031, 47.40259552001953, 91.13924407958984, 59.7484245300293, 49.375, 91.30435180664062, 64.77986907958984, 52.5], Val Loss  [0.6598309074776082, 0.7748925089836121, 0.3982440693468987, 0.7066327374686235, 0.7500657200813293, 0.38574704953602384, 0.6232124686990894, 0.7226378440856933] || Best Acc@1:66.132
[2025-09-09 00:12:30,556] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [90.0621109008789, 57.232704162597656, 51.25, 91.30435180664062, 60.50955581665039, 60.16259765625], Test Loss [0.40120981735472355, 0.6847451831559715, 0.7335126757621765, 0.4027544887539763, 0.6683431806837677, 0.7006363025525721]
[2025-09-09 00:12:30,976] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-09 01:32:30,914] [SEDG] [INFO] Epoch:29 || Train Acc@1  65.00 ( 63.28), Train Cla Loss 1.2911e+02 (1.2924e+02)
[2025-09-09 01:32:32,198] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [65.18987274169922, 47.40259552001953, 92.40506744384766, 61.00628662109375, 47.5, 92.54658508300781, 60.377357482910156, 54.375], Val Loss  [0.6321828176703634, 0.7630227440363401, 0.4076845438420018, 0.6454367975019059, 0.7530739426612854, 0.3885836778960613, 0.6463175824603195, 0.702733314037323] || Best Acc@1:66.132
[2025-09-09 01:32:32,198] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [90.68323516845703, 59.1194953918457, 55.0, 90.0621109008789, 54.14012908935547, 57.723575592041016], Test Loss [0.42753870100338265, 0.6748887120552782, 0.7056866645812988, 0.42730522711084495, 0.6664132012683115, 0.6802774284913288]
[2025-09-09 01:32:32,801] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-09 02:52:42,529] [SEDG] [INFO] Epoch:30 || Train Acc@1  63.28 ( 63.38), Train Cla Loss 1.2811e+02 (1.2910e+02)
[2025-09-09 02:52:43,540] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [63.92405319213867, 49.350650787353516, 90.50633239746094, 64.77986907958984, 50.0, 91.92546844482422, 64.15093994140625, 52.5], Val Loss  [0.6058532806891429, 0.7431951985730754, 0.41852539211888856, 0.6276162214249185, 0.729592251777649, 0.4021830180231829, 0.613408254377497, 0.721235454082489] || Best Acc@1:66.132
[2025-09-09 02:52:43,540] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [90.0621109008789, 62.2641487121582, 48.125, 90.0621109008789, 57.96178436279297, 56.097557067871094], Test Loss [0.4262170040089151, 0.6686128422899066, 0.7286578297615052, 0.422905709432519, 0.6848222685467665, 0.7016397448090034]
[2025-09-09 02:52:43,800] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-09 04:12:54,366] [SEDG] [INFO] Epoch:31 || Train Acc@1  64.38 ( 63.94), Train Cla Loss 1.2570e+02 (1.2788e+02)
[2025-09-09 04:12:55,360] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [61.39240646362305, 48.05194854736328, 92.40506744384766, 61.63521957397461, 53.125, 89.44099426269531, 60.377357482910156, 53.125], Val Loss  [0.6551270567918126, 0.7636187161718097, 0.38806469795070114, 0.6498441906095301, 0.7146693706512451, 0.4006378651359437, 0.6296242996581696, 0.6993370652198792] || Best Acc@1:66.132
[2025-09-09 04:12:55,360] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [91.30435180664062, 58.490562438964844, 51.25, 90.68323516845703, 59.87261199951172, 55.284549713134766], Test Loss [0.41359599554760856, 0.6669568524420636, 0.7193412542343139, 0.4124025883881942, 0.6595071516219219, 0.6992108686183526]
[2025-09-09 04:12:55,663] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-09 05:33:33,997] [SEDG] [INFO] Epoch:32 || Train Acc@1  65.31 ( 64.00), Train Cla Loss 1.2518e+02 (1.2732e+02)
[2025-09-09 05:33:35,107] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [63.291141510009766, 45.45454406738281, 92.40506744384766, 61.63521957397461, 44.375, 91.30435180664062, 56.6037712097168, 50.0], Val Loss  [0.6678628529174419, 0.7673116736597829, 0.3774942665160457, 0.649900218975619, 0.8027188301086425, 0.3588108843342858, 0.6622864798929706, 0.7408112168312073] || Best Acc@1:66.132
[2025-09-09 05:33:35,107] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [93.1677017211914, 58.490562438964844, 50.0, 88.81987762451172, 57.96178436279297, 60.16259765625], Test Loss [0.38822715919210304, 0.7118228381534792, 0.7312751173973083, 0.4015878455609268, 0.705162995560154, 0.7019580084133924]
[2025-09-09 05:33:35,374] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-09 06:54:22,164] [SEDG] [INFO] Epoch:33 || Train Acc@1  63.44 ( 63.89), Train Cla Loss 1.2897e+02 (1.2737e+02)
[2025-09-09 06:54:23,471] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [65.82278442382812, 54.54545593261719, 91.77215576171875, 63.522010803222656, 53.125, 91.92546844482422, 64.77986907958984, 56.875], Val Loss  [0.59758321620241, 0.7016137683546388, 0.4338574865950814, 0.6561713567319906, 0.7151164293289185, 0.42191778058591095, 0.6118204923545789, 0.6922424554824829] || Best Acc@1:67.796
[2025-09-09 06:54:23,471] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [88.19876098632812, 57.86163330078125, 55.625, 88.19876098632812, 64.33121490478516, 60.975608825683594], Test Loss [0.43424623279097657, 0.6915530217518596, 0.7079873919487, 0.4557594652316585, 0.6747719319003402, 0.6832615311552839]
[2025-09-09 06:54:23,770] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-09 08:15:08,404] [SEDG] [INFO] Epoch:34 || Train Acc@1  63.44 ( 64.61), Train Cla Loss 1.2798e+02 (1.2588e+02)
[2025-09-09 08:15:09,483] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [68.35443115234375, 48.701297760009766, 89.87342071533203, 64.15093994140625, 48.125, 90.68323516845703, 66.03773498535156, 53.75], Val Loss  [0.6408910585355155, 0.7492732924300355, 0.4236248369458355, 0.6482550895439004, 0.7419899821281433, 0.41011950170031247, 0.6138873550127137, 0.6965436458587646] || Best Acc@1:67.796
[2025-09-09 08:15:09,483] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [88.19876098632812, 60.377357482910156, 50.0, 88.19876098632812, 58.59872817993164, 58.536582946777344], Test Loss [0.4369787133258322, 0.6858607650552906, 0.7288220047950744, 0.4434313996237998, 0.6750615079691455, 0.6842315948106409]
[2025-09-09 08:15:09,765] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-09 09:36:01,187] [SEDG] [INFO] Epoch:35 || Train Acc@1  67.03 ( 64.43), Train Cla Loss 1.2579e+02 (1.2604e+02)
[2025-09-09 09:36:02,175] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [60.75949478149414, 46.10389709472656, 92.40506744384766, 59.1194953918457, 55.0, 91.92546844482422, 64.15093994140625, 56.25], Val Loss  [0.6558029779905006, 0.7810853688747852, 0.39957782399805286, 0.6594712288124757, 0.7276913404464722, 0.3802307131960525, 0.6233685766376039, 0.6892929077148438] || Best Acc@1:67.796
[2025-09-09 09:36:02,175] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [89.44099426269531, 61.00628662109375, 56.875, 88.81987762451172, 65.60509490966797, 60.975608825683594], Test Loss [0.41537526768186817, 0.6791839775799206, 0.72406564950943, 0.42248698708063326, 0.6621329989402917, 0.6619194595794368]
[2025-09-09 09:36:02,411] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-09 10:56:53,341] [SEDG] [INFO] Epoch:36 || Train Acc@1  66.41 ( 64.51), Train Cla Loss 1.2637e+02 (1.2568e+02)
[2025-09-09 10:56:54,370] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [69.62025451660156, 48.701297760009766, 93.67089080810547, 58.490562438964844, 51.25, 91.92546844482422, 59.1194953918457, 56.875], Val Loss  [0.6376607765125323, 0.7430578090927817, 0.3950226137155219, 0.6677214750703776, 0.7428058624267578, 0.38209844487054007, 0.6313318437750235, 0.7037808299064636] || Best Acc@1:67.796
[2025-09-09 10:56:54,370] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [88.81987762451172, 59.1194953918457, 50.0, 90.68323516845703, 65.60509490966797, 53.65853500366211], Test Loss [0.42133037884783303, 0.6707837401695971, 0.745613408088684, 0.39783795002084343, 0.6735806055129714, 0.7181972575381519]
[2025-09-09 10:56:54,613] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-09 12:17:45,387] [SEDG] [INFO] Epoch:37 || Train Acc@1  64.38 ( 64.64), Train Cla Loss 1.2551e+02 (1.2523e+02)
[2025-09-09 12:17:46,400] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [67.72151947021484, 51.94805145263672, 89.87342071533203, 59.7484245300293, 51.875, 90.0621109008789, 67.29559326171875, 55.625], Val Loss  [0.6398747827433333, 0.7315457703231217, 0.4159270653241797, 0.6632605131317235, 0.7173326969146728, 0.41755992710960577, 0.6056778517159276, 0.6825145363807679] || Best Acc@1:67.796
[2025-09-09 12:17:46,400] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [89.44099426269531, 57.232704162597656, 55.0, 84.47205352783203, 57.3248405456543, 59.34959030151367], Test Loss [0.442166101673375, 0.6831986611744143, 0.7078671336174012, 0.46214583145905724, 0.6725154587417651, 0.6803413464771053]
[2025-09-09 12:17:46,639] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-09 13:38:21,140] [SEDG] [INFO] Epoch:38 || Train Acc@1  64.69 ( 64.98), Train Cla Loss 1.2382e+02 (1.2475e+02)
[2025-09-09 13:38:22,184] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [61.39240646362305, 46.75324630737305, 89.87342071533203, 56.6037712097168, 52.5, 91.30435180664062, 59.1194953918457, 53.125], Val Loss  [0.6579128443440304, 0.767529664875625, 0.4349397941480709, 0.659348800497235, 0.721074640750885, 0.40133964330513283, 0.6605049544160471, 0.7224285483360291] || Best Acc@1:67.796
[2025-09-09 13:38:22,184] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [88.19876098632812, 54.08804702758789, 51.25, 89.44099426269531, 62.42038345336914, 60.975608825683594], Test Loss [0.41314426027469753, 0.6955281417324858, 0.7070074915885926, 0.4156966675882754, 0.6650379554481264, 0.6400266217022408]
[2025-09-09 13:38:22,509] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-09 14:58:29,557] [SEDG] [INFO] Epoch:39 || Train Acc@1  62.81 ( 64.93), Train Cla Loss 1.2659e+02 (1.2431e+02)
[2025-09-09 14:58:30,889] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [70.88607788085938, 55.19480514526367, 93.03797912597656, 61.63521957397461, 48.75, 92.54658508300781, 66.66666412353516, 56.25], Val Loss  [0.6039525361000737, 0.7124400301413103, 0.39148198916942256, 0.6351200218470592, 0.7217947363853454, 0.3894444844737556, 0.6200207640539925, 0.6858723282814025] || Best Acc@1:68.121
[2025-09-09 14:58:30,890] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [89.44099426269531, 55.345909118652344, 55.625, 88.81987762451172, 59.23566818237305, 61.78861618041992], Test Loss [0.4215342496863063, 0.7297188620897209, 0.719914710521698, 0.4316728268721089, 0.6990708048176614, 0.6588118963125276]
[2025-09-09 14:58:31,168] [SEDG] [INFO] ==================================== Epoch 40 ====================================
