[2025-08-28 14:47:08,848] [SEDG] [INFO] 
[2025-08-28 14:47:08,848] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-08-28 18:35:09,329] [SEDG] [INFO] Epoch:0 || Train Acc@1  53.44 ( 53.75), Train Cla Loss 2.3204e+02 (4.0276e+02)
[2025-08-28 18:35:11,550] [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
[2025-08-28 18:35:11,551] [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]
[2025-08-28 18:35:11,660] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-08-28 22:27:09,250] [SEDG] [INFO] Epoch:1 || Train Acc@1  56.56 ( 53.51), Train Cla Loss 2.3427e+02 (2.3071e+02)
[2025-08-28 22:27:10,565] [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
[2025-08-28 22:27:10,565] [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]
[2025-08-28 22:27:10,887] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-08-29 02:15:32,147] [SEDG] [INFO] Epoch:2 || Train Acc@1  50.00 ( 53.93), Train Cla Loss 2.2765e+02 (2.2467e+02)
[2025-08-29 02:15:33,696] [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
[2025-08-29 02:15:33,696] [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]
[2025-08-29 02:15:34,061] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-08-29 06:12:30,834] [SEDG] [INFO] Epoch:3 || Train Acc@1  55.78 ( 54.82), Train Cla Loss 2.1039e+02 (2.2031e+02)
[2025-08-29 06:12:32,472] [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
[2025-08-29 06:12:32,472] [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]
[2025-08-29 06:12:32,914] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-08-29 09:57:17,456] [SEDG] [INFO] Epoch:4 || Train Acc@1  57.34 ( 56.06), Train Cla Loss 1.9319e+02 (2.0186e+02)
[2025-08-29 09:57:19,577] [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
[2025-08-29 09:57:19,578] [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]
[2025-08-29 09:57:20,200] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-08-29 13:43:24,201] [SEDG] [INFO] Epoch:5 || Train Acc@1  57.66 ( 57.00), Train Cla Loss 1.8051e+02 (1.8580e+02)
[2025-08-29 13:43:25,553] [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
[2025-08-29 13:43:25,553] [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]
[2025-08-29 13:43:25,906] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-08-29 17:29:56,646] [SEDG] [INFO] Epoch:6 || Train Acc@1  57.50 ( 57.41), Train Cla Loss 1.7580e+02 (1.7776e+02)
[2025-08-29 17:29:58,878] [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
[2025-08-29 17:29:58,878] [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]
[2025-08-29 17:29:59,326] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-08-29 21:17:06,914] [SEDG] [INFO] Epoch:7 || Train Acc@1  58.12 ( 57.72), Train Cla Loss 1.6715e+02 (1.7262e+02)
[2025-08-29 21:17:07,949] [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
[2025-08-29 21:17:07,949] [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]
[2025-08-29 21:17:08,272] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-08-30 01:01:47,833] [SEDG] [INFO] Epoch:8 || Train Acc@1  58.28 ( 57.97), Train Cla Loss 1.6652e+02 (1.6892e+02)
[2025-08-30 01:01:48,826] [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
[2025-08-30 01:01:48,827] [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]
[2025-08-30 01:01:49,129] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-08-30 04:46:53,044] [SEDG] [INFO] Epoch:9 || Train Acc@1  60.62 ( 58.20), Train Cla Loss 1.6432e+02 (1.6462e+02)
[2025-08-30 04:46:54,051] [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
[2025-08-30 04:46:54,051] [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]
[2025-08-30 04:46:54,390] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-08-30 08:31:20,107] [SEDG] [INFO] Epoch:10 || Train Acc@1  57.81 ( 58.38), Train Cla Loss 1.6196e+02 (1.6092e+02)
[2025-08-30 08:31:21,051] [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
[2025-08-30 08:31:21,052] [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]
[2025-08-30 08:31:21,405] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-08-30 12:16:32,278] [SEDG] [INFO] Epoch:11 || Train Acc@1  58.91 ( 59.06), Train Cla Loss 1.5735e+02 (1.5676e+02)
[2025-08-30 12:16:33,234] [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
[2025-08-30 12:16:33,235] [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]
[2025-08-30 12:16:33,580] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-08-30 16:01:58,885] [SEDG] [INFO] Epoch:12 || Train Acc@1  59.53 ( 58.97), Train Cla Loss 1.4874e+02 (1.5514e+02)
[2025-08-30 16:02:00,186] [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
[2025-08-30 16:02:00,187] [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]
[2025-08-30 16:02:00,554] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-08-30 19:47:14,206] [SEDG] [INFO] Epoch:13 || Train Acc@1  61.25 ( 59.35), Train Cla Loss 1.4441e+02 (1.5187e+02)
[2025-08-30 19:47:15,475] [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
[2025-08-30 19:47:15,475] [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]
[2025-08-30 19:47:15,805] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-08-30 23:31:37,347] [SEDG] [INFO] Epoch:14 || Train Acc@1  57.34 ( 59.54), Train Cla Loss 1.4704e+02 (1.4956e+02)
[2025-08-30 23:31:38,308] [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
[2025-08-30 23:31:38,308] [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]
[2025-08-30 23:31:38,645] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-08-31 03:17:16,871] [SEDG] [INFO] Epoch:15 || Train Acc@1  57.19 ( 59.89), Train Cla Loss 1.4808e+02 (1.4729e+02)
[2025-08-31 03:17:17,815] [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
[2025-08-31 03:17:17,815] [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]
[2025-08-31 03:17:18,147] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-08-31 07:08:01,079] [SEDG] [INFO] Epoch:16 || Train Acc@1  58.91 ( 60.17), Train Cla Loss 1.4774e+02 (1.4500e+02)
[2025-08-31 07:08:02,230] [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
[2025-08-31 07:08:02,230] [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]
[2025-08-31 07:08:02,618] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-08-31 11:01:16,174] [SEDG] [INFO] Epoch:17 || Train Acc@1  57.81 ( 60.32), Train Cla Loss 1.4757e+02 (1.4335e+02)
[2025-08-31 11:01:17,194] [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
[2025-08-31 11:01:17,194] [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]
[2025-08-31 11:01:17,503] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-08-31 14:53:51,775] [SEDG] [INFO] Epoch:18 || Train Acc@1  58.12 ( 60.56), Train Cla Loss 1.4124e+02 (1.4151e+02)
[2025-08-31 14:53:52,834] [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
[2025-08-31 14:53:52,834] [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]
[2025-08-31 14:53:53,172] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-08-31 18:21:57,131] [SEDG] [INFO] Epoch:19 || Train Acc@1  61.41 ( 61.03), Train Cla Loss 1.3649e+02 (1.3954e+02)
[2025-08-31 18:21:58,178] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [69.62025451660156, 46.75324630737305, 89.87342071533203, 64.77986907958984, 46.25, 92.54658508300781, 61.63521957397461, 51.875], Val Loss  [0.6177362052700187, 0.8189333499252022, 0.36700247020661075, 0.6752518299240736, 0.790200138092041, 0.36883906612855305, 0.6604793847731825, 0.7729623436927795] || Best Acc@1:65.504
[2025-08-31 18:21:58,178] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [91.92546844482422, 57.232704162597656, 49.375, 90.68323516845703, 55.41401290893555, 47.15446853637695], Test Loss [0.3789958770600905, 0.7113191312963858, 0.7748560190200806, 0.39526783494475465, 0.7313141090095423, 0.7562664955612121]
[2025-08-31 18:21:58,413] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-08-31 19:44:03,805] [SEDG] [INFO] Epoch:20 || Train Acc@1  60.94 ( 61.05), Train Cla Loss 1.3757e+02 (1.3862e+02)
[2025-08-31 19:44:04,858] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [63.92405319213867, 46.75324630737305, 92.40506744384766, 55.345909118652344, 48.75, 91.92546844482422, 61.63521957397461, 55.625], Val Loss  [0.660315873502176, 0.8023321729201776, 0.3946018762226346, 0.6830837081813212, 0.7802974104881286, 0.36034333261643875, 0.6610585863485277, 0.74212726354599] || Best Acc@1:65.504
[2025-08-31 19:44:04,858] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [88.81987762451172, 59.7484245300293, 57.5, 90.0621109008789, 53.5031852722168, 55.284549713134766], Test Loss [0.4005619826153939, 0.6687463754378025, 0.7043152332305909, 0.40602125236706704, 0.7064127326011658, 0.731024428111751]
[2025-08-31 19:44:05,193] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-08-31 21:07:33,684] [SEDG] [INFO] Epoch:21 || Train Acc@1  63.28 ( 61.25), Train Cla Loss 1.3352e+02 (1.3692e+02)
[2025-08-31 21:07:34,762] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [62.02531814575195, 51.94805145263672, 91.13924407958984, 58.490562438964844, 54.375, 89.44099426269531, 60.377357482910156, 51.25], Val Loss  [0.6695465385159359, 0.7515480379005531, 0.42451973278311234, 0.6587365880702276, 0.708140206336975, 0.4427699239357658, 0.6514004753820551, 0.7014529585838318] || Best Acc@1:65.504
[2025-08-31 21:07:34,763] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [88.81987762451172, 59.7484245300293, 54.375, 90.0621109008789, 62.42038345336914, 56.91056823730469], Test Loss [0.4453817463439444, 0.6993937443637248, 0.7252096056938171, 0.4338682808491014, 0.680791598976038, 0.6824829006582741]
[2025-08-31 21:07:35,011] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-08-31 22:29:35,008] [SEDG] [INFO] Epoch:22 || Train Acc@1  61.72 ( 61.64), Train Cla Loss 1.3800e+02 (1.3552e+02)
[2025-08-31 22:29:36,518] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [63.291141510009766, 50.649349212646484, 90.50633239746094, 62.2641487121582, 50.625, 90.68323516845703, 63.522010803222656, 55.0], Val Loss  [0.6973337138755412, 0.7563036749889325, 0.4341201306898383, 0.6629887301966829, 0.7358136534690857, 0.40249872133598563, 0.6143895953706225, 0.713943612575531] || Best Acc@1:65.818
[2025-08-31 22:29:36,519] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [89.44099426269531, 58.490562438964844, 53.75, 86.33540344238281, 59.23566818237305, 53.65853500366211], Test Loss [0.4443534721869119, 0.6858872928709354, 0.7349239349365234, 0.43817132396727615, 0.6825282991312112, 0.7211864072132886]
[2025-08-31 22:29:36,913] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-08-31 23:51:16,634] [SEDG] [INFO] Epoch:23 || Train Acc@1  58.91 ( 62.10), Train Cla Loss 1.3587e+02 (1.3397e+02)
[2025-08-31 23:51:17,929] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [60.126583099365234, 50.649349212646484, 91.77215576171875, 63.522010803222656, 53.125, 90.0621109008789, 66.03773498535156, 47.5], Val Loss  [0.6687692622595196, 0.7737475509767409, 0.3974464792239515, 0.6634047447510485, 0.71381014585495, 0.4056250604783526, 0.6200600686313221, 0.7286835193634034] || Best Acc@1:65.818
[2025-08-31 23:51:17,929] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [88.19876098632812, 59.7484245300293, 51.25, 88.19876098632812, 57.3248405456543, 60.16259765625], Test Loss [0.40390490930272926, 0.7024018490839304, 0.7301371812820434, 0.40863746552733904, 0.6897196074959578, 0.7133221015697573]
[2025-08-31 23:51:18,277] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-01 01:10:34,493] [SEDG] [INFO] Epoch:24 || Train Acc@1  59.53 ( 62.11), Train Cla Loss 1.3634e+02 (1.3363e+02)
[2025-09-01 01:10:35,514] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [63.92405319213867, 46.10389709472656, 92.40506744384766, 54.71697998046875, 48.125, 92.54658508300781, 60.377357482910156, 48.75], Val Loss  [0.6286741197109222, 0.8003585710153951, 0.38967809760117833, 0.6660655088394692, 0.7479097366333007, 0.36376475121663965, 0.6217638164196374, 0.7424272537231446] || Best Acc@1:65.818
[2025-09-01 01:10:35,514] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [92.54658508300781, 55.345909118652344, 46.875, 89.44099426269531, 52.866241455078125, 47.15446853637695], Test Loss [0.39643957340939445, 0.6925659524569722, 0.7489019274711609, 0.4162541503861824, 0.7065313181300072, 0.7514273073615098]
[2025-09-01 01:10:35,837] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-01 02:30:35,580] [SEDG] [INFO] Epoch:25 || Train Acc@1  62.19 ( 62.31), Train Cla Loss 1.3317e+02 (1.3244e+02)
[2025-09-01 02:30:36,571] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [58.86075973510742, 50.649349212646484, 89.87342071533203, 55.9748420715332, 48.75, 90.68323516845703, 62.8930778503418, 55.0], Val Loss  [0.6364866600760931, 0.7582365994329576, 0.39066125433656235, 0.7032326872243821, 0.7499035716056823, 0.4069757276440259, 0.6422325968742371, 0.7252655625343323] || Best Acc@1:65.818
[2025-09-01 02:30:36,571] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [91.30435180664062, 56.6037712097168, 49.375, 87.57764434814453, 57.96178436279297, 58.536582946777344], Test Loss [0.4119176559196496, 0.6981644934078433, 0.7166178584098816, 0.40882777427294237, 0.6847944950601857, 0.6864657028903806]
[2025-09-01 02:30:36,938] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-01 03:49:52,950] [SEDG] [INFO] Epoch:26 || Train Acc@1  57.97 ( 63.08), Train Cla Loss 1.3504e+02 (1.3085e+02)
[2025-09-01 03:49:53,948] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [58.86075973510742, 49.350650787353516, 91.77215576171875, 67.29559326171875, 56.875, 91.30435180664062, 55.9748420715332, 55.0], Val Loss  [0.6550288705886165, 0.739181962106135, 0.45643016016936, 0.6362911803917315, 0.6976329207420349, 0.4231152430824611, 0.6599709803953111, 0.7155446529388427] || Best Acc@1:65.818
[2025-09-01 03:49:53,965] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [89.44099426269531, 59.1194953918457, 55.625, 85.71428680419922, 58.59872817993164, 55.284549713134766], Test Loss [0.4802148865987055, 0.6692694219403297, 0.7009948253631592, 0.4840755819904138, 0.6547409880692792, 0.6857285286352887]
[2025-09-01 03:49:54,322] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-01 05:09:54,448] [SEDG] [INFO] Epoch:27 || Train Acc@1  61.09 ( 62.46), Train Cla Loss 1.3461e+02 (1.3079e+02)
[2025-09-01 05:09:55,429] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [61.39240646362305, 51.298702239990234, 90.50633239746094, 59.1194953918457, 53.125, 91.30435180664062, 63.522010803222656, 52.5], Val Loss  [0.6671699285507202, 0.7347145452127828, 0.4275558206099498, 0.680677647485673, 0.7008407711982727, 0.4147177134981807, 0.636474036945487, 0.7230446577072144] || Best Acc@1:65.818
[2025-09-01 05:09:55,430] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [88.81987762451172, 54.08804702758789, 53.75, 90.0621109008789, 64.33121490478516, 56.91056823730469], Test Loss [0.42022669130230544, 0.6867983772319818, 0.7164023280143738, 0.41380474915415605, 0.6688175850613102, 0.67739756175173]
[2025-09-01 05:09:55,763] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-01 06:29:12,883] [SEDG] [INFO] Epoch:28 || Train Acc@1  62.50 ( 63.11), Train Cla Loss 1.3133e+02 (1.2981e+02)
[2025-09-01 06:29:13,855] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [65.82278442382812, 48.701297760009766, 91.13924407958984, 59.7484245300293, 48.75, 91.30435180664062, 65.40880584716797, 53.125], Val Loss  [0.6602827333196809, 0.7742592173737365, 0.40015809860410567, 0.7031530089348367, 0.7488588452339172, 0.3883165550528106, 0.6228834506850572, 0.7232262849807739] || Best Acc@1:65.818
[2025-09-01 06:29:13,856] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [90.0621109008789, 58.490562438964844, 51.875, 91.30435180664062, 62.42038345336914, 61.78861618041992], Test Loss [0.4027752955878003, 0.6864414616200909, 0.7300233721733094, 0.40441715708060294, 0.6656618809244436, 0.694303206311978]
[2025-09-01 06:29:14,209] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-01 07:49:14,360] [SEDG] [INFO] Epoch:29 || Train Acc@1  65.16 ( 63.22), Train Cla Loss 1.2877e+02 (1.2923e+02)
[2025-09-01 07:49:15,382] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [63.291141510009766, 48.701297760009766, 92.40506744384766, 61.00628662109375, 48.75, 92.54658508300781, 61.00628662109375, 55.0], Val Loss  [0.6345220230802705, 0.7597918603327367, 0.4099235406404809, 0.6445965961840168, 0.7505329608917236, 0.3918620869980095, 0.6451960460944746, 0.7021058678627015] || Best Acc@1:65.818
[2025-09-01 07:49:15,383] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [90.68323516845703, 61.00628662109375, 54.375, 90.0621109008789, 56.05095672607422, 58.536582946777344], Test Loss [0.43018429842054473, 0.6771211099324737, 0.7035116672515869, 0.42981316861899005, 0.66236014350964, 0.6776223725419703]
[2025-09-01 07:49:15,740] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-01 09:08:33,042] [SEDG] [INFO] Epoch:30 || Train Acc@1  62.97 ( 63.38), Train Cla Loss 1.2794e+02 (1.2910e+02)
[2025-09-01 09:08:34,378] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [88.81987762451172, 64.77986907958984, 48.125, 89.44099426269531, 56.05095672607422, 56.097557067871094], Test Loss [0.43248503363650775, 0.6703086855276575, 0.7277828097343445, 0.4255151394176187, 0.6840842332050299, 0.697203995251074]
[2025-09-01 10:28:44,217] [SEDG] [INFO] Epoch:31 || Train Acc@1  64.53 ( 63.92), Train Cla Loss 1.2549e+02 (1.2788e+02)
[2025-09-01 10:28:45,281] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [62.65822982788086, 48.701297760009766, 91.77215576171875, 60.377357482910156, 53.125, 89.44099426269531, 59.7484245300293, 54.375], Val Loss  [0.6544631025459193, 0.7602533868380955, 0.39346278958682773, 0.6499601651287679, 0.7113607168197632, 0.4077466741574477, 0.6296982532777127, 0.6962623953819275] || Best Acc@1:66.689
[2025-09-01 10:28:45,281] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [91.30435180664062, 60.377357482910156, 53.125, 90.68323516845703, 59.87261199951172, 55.284549713134766], Test Loss [0.4190119778887826, 0.6679866197724013, 0.7167927265167237, 0.4187145744051252, 0.6591951809111675, 0.6937733152048374]
[2025-09-01 10:28:45,522] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-01 11:49:26,452] [SEDG] [INFO] Epoch:32 || Train Acc@1  65.31 ( 63.99), Train Cla Loss 1.2522e+02 (1.2731e+02)
[2025-09-01 11:49:27,497] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [61.39240646362305, 45.45454406738281, 92.40506744384766, 63.522010803222656, 44.375, 91.30435180664062, 57.232704162597656, 51.25], Val Loss  [0.667741678938081, 0.7670648128955395, 0.3799581108968469, 0.6447175081420995, 0.7996981024742127, 0.35930372543216493, 0.6645585512215236, 0.7395058989524841] || Best Acc@1:66.689
[2025-09-01 11:49:27,498] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [92.54658508300781, 55.9748420715332, 51.25, 88.81987762451172, 56.68790054321289, 59.34959030151367], Test Loss [0.3924074154462874, 0.7124412487137992, 0.7280415773391724, 0.40478068349524315, 0.702109530473211, 0.70160625523668]
[2025-09-01 11:49:27,747] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-01 13:09:51,621] [SEDG] [INFO] Epoch:33 || Train Acc@1  63.28 ( 63.88), Train Cla Loss 1.2865e+02 (1.2740e+02)
[2025-09-01 13:09:52,969] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [65.82278442382812, 54.54545593261719, 91.13924407958984, 62.8930778503418, 53.75, 91.30435180664062, 64.77986907958984, 56.25], Val Loss  [0.5968636893018892, 0.6984780345644269, 0.44229992846899396, 0.6561607471052205, 0.7087270975112915, 0.4311229519962524, 0.6136392684852552, 0.687930953502655] || Best Acc@1:67.561
[2025-09-01 13:09:52,969] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [88.19876098632812, 58.490562438964844, 54.375, 85.71428680419922, 65.60509490966797, 60.16259765625], Test Loss [0.4449678927845096, 0.6900681628371185, 0.705205249786377, 0.46492551183848646, 0.6733212789912133, 0.6805034764413911]
[2025-09-01 13:09:53,340] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-01 14:29:20,522] [SEDG] [INFO] Epoch:34 || Train Acc@1  64.38 ( 64.58), Train Cla Loss 1.2810e+02 (1.2592e+02)
[2025-09-01 14:29:21,566] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [66.45569610595703, 48.05194854736328, 89.24050903320312, 62.8930778503418, 47.5, 90.68323516845703, 64.15093994140625, 55.0], Val Loss  [0.6452984108200556, 0.7515128463893742, 0.4245610410654092, 0.6493808169784786, 0.7423312067985535, 0.41009248746848254, 0.6147565343095072, 0.6956006765365601] || Best Acc@1:67.561
[2025-09-01 14:29:21,566] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [88.19876098632812, 61.00628662109375, 50.0, 88.19876098632812, 58.59872817993164, 58.536582946777344], Test Loss [0.44037098618027587, 0.6879774913098078, 0.7273983240127564, 0.4442216009827134, 0.6773267475662718, 0.6849012588097797]
[2025-09-01 14:29:21,899] [SEDG] [INFO] ==================================== Epoch 35 ====================================
