[2025-09-24 15:35:01,921] [SEDG] [INFO] 
[2025-09-24 15:35:01,921] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-24 15:35:29,572] [SEDG] [INFO] Epoch:0 || Train Acc@1  38.96 ( 25.14), Train Cla Loss 1.9368e+02 (2.1614e+02)
[2025-09-24 15:35:38,535] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [17.77958869934082, 15.146580696105957, 14.549403190612793], Val Loss  [2.288524100368885, 2.2962653240862423, 2.3069305109278777] || Best Acc@1:15.825
[2025-09-24 15:35:38,536] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [13.57220458984375, 13.490771293640137, 12.40499496459961, 9.717698097229004, 9.44625473022461, 9.47339916229248], Test Loss [2.29776475639219, 2.294906488847267, 2.2925448961289, 2.2964585503071837, 2.2919123685321123, 2.3011039833292513]
[2025-09-24 15:35:38,560] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-24 15:36:04,024] [SEDG] [INFO] Epoch:1 || Train Acc@1  57.92 ( 51.48), Train Cla Loss 1.5647e+02 (1.7257e+02)
[2025-09-24 15:36:14,411] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [23.615636825561523, 21.308361053466797, 20.982627868652344], Val Loss  [2.2185473480908025, 2.25703737401807, 2.293659163608613] || Best Acc@1:21.969
[2025-09-24 15:36:14,412] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [20.494028091430664, 20.1954402923584, 20.33116340637207, 18.702497482299805, 20.358306884765625, 20.141151428222656], Test Loss [2.2992795414567384, 2.3003653757735263, 2.2889939480573425, 2.2921491919588965, 2.279205483800037, 2.2907347119980606]
[2025-09-24 15:36:14,441] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-24 15:36:39,292] [SEDG] [INFO] Epoch:2 || Train Acc@1  66.67 ( 64.05), Train Cla Loss 1.2315e+02 (1.3743e+02)
[2025-09-24 15:36:49,617] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [22.882736206054688, 17.50814437866211, 15.798046112060547], Val Loss  [2.143201355825418, 2.2050791563350916, 2.2645591679924086] || Best Acc@1:21.969
[2025-09-24 15:36:49,618] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [15.119436264038086, 15.282302856445312, 17.50814437866211, 16.856678009033203, 19.08251953125, 19.70684051513672], Test Loss [2.277933682214942, 2.2808057430901045, 2.2760857005849333, 2.2911983476011293, 2.2910557127154223, 2.314737782804508]
[2025-09-24 15:36:49,665] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-24 15:37:10,456] [SEDG] [INFO] Epoch:3 || Train Acc@1  69.58 ( 71.26), Train Cla Loss 1.0631e+02 (1.1082e+02)
[2025-09-24 15:37:18,010] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [28.610206604003906, 21.85124969482422, 18.18675422668457], Val Loss  [2.0462866594426408, 2.1254072259225754, 2.204510618110433] || Best Acc@1:22.883
[2025-09-24 15:37:18,010] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [17.128122329711914, 17.399566650390625, 21.091205596923828, 20.05971908569336, 20.819761276245117, 20.819761276245117], Test Loss [2.229145493491853, 2.2356920716040296, 2.2366548966895485, 2.257805964845788, 2.255724227389606, 2.2825580497518034]
[2025-09-24 15:37:18,041] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-24 15:37:35,991] [SEDG] [INFO] Epoch:4 || Train Acc@1  78.75 ( 76.36), Train Cla Loss 8.4584e+01 (9.0267e+01)
[2025-09-24 15:37:43,487] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [35.857765197753906, 30.99891471862793, 26.95439910888672], Val Loss  [1.9630072784734471, 2.0716396193550928, 2.1834928080779332] || Best Acc@1:31.270
[2025-09-24 15:37:43,488] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [25.678611755371094, 24.429967880249023, 24.022802352905273, 22.638437271118164, 23.045602798461914, 22.31270408630371], Test Loss [2.2375245249620868, 2.280477424397919, 2.2992656324119443, 2.348628815299913, 2.3579354627901257, 2.412695838108125]
[2025-09-24 15:37:43,518] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-24 15:38:02,127] [SEDG] [INFO] Epoch:5 || Train Acc@1  82.29 ( 80.00), Train Cla Loss 7.0442e+01 (7.5836e+01)
[2025-09-24 15:38:10,247] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [39.440826416015625, 33.1433219909668, 28.44734001159668], Val Loss  [1.8366288824267807, 1.9703724687184883, 2.107323182133976] || Best Acc@1:33.677
[2025-09-24 15:38:10,247] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [26.085777282714844, 25.08143424987793, 23.83279037475586, 22.502716064453125, 22.964170455932617, 23.181325912475586], Test Loss [2.181323491012623, 2.2277536034972347, 2.264244999870027, 2.323772817170581, 2.342518783935895, 2.402697884686995]
[2025-09-24 15:38:10,271] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-24 15:38:27,784] [SEDG] [INFO] Epoch:6 || Train Acc@1  83.96 ( 82.62), Train Cla Loss 5.9624e+01 (6.5313e+01)
[2025-09-24 15:38:35,947] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [38.409339904785156, 32.87187957763672, 27.714441299438477], Val Loss  [1.746644002995196, 1.9050844313655693, 2.0688418821713825] || Best Acc@1:33.677
[2025-09-24 15:38:35,947] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [25.325733184814453, 24.619979858398438, 23.642780303955078, 21.525516510009766, 21.932682037353516, 21.172639846801758], Test Loss [2.1645641637547395, 2.222108452638508, 2.273683193063891, 2.3367571380317016, 2.3653999244739645, 2.4432723972618775]
[2025-09-24 15:38:35,983] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-24 15:38:53,923] [SEDG] [INFO] Epoch:7 || Train Acc@1  86.67 ( 84.60), Train Cla Loss 5.3523e+01 (5.7364e+01)
[2025-09-24 15:39:01,339] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [42.209556579589844, 37.16069793701172, 30.021717071533203], Val Loss  [1.6893428964024646, 1.867223793598262, 2.048340920904949] || Best Acc@1:36.464
[2025-09-24 15:39:01,340] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [27.388708114624023, 24.782846450805664, 23.28990364074707, 20.385452270507812, 21.308361053466797, 21.091205596923828], Test Loss [2.1779283180298945, 2.270895683027634, 2.3361160980373716, 2.413053549850414, 2.4219854708991533, 2.48719385314842]
[2025-09-24 15:39:01,391] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-24 15:39:20,341] [SEDG] [INFO] Epoch:8 || Train Acc@1  87.29 ( 86.18), Train Cla Loss 4.7442e+01 (5.1125e+01)
[2025-09-24 15:39:28,695] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [43.566776275634766, 38.11075210571289, 32.356136322021484], Val Loss  [1.6057252810133396, 1.8006183953549264, 1.9971904055691698] || Best Acc@1:38.011
[2025-09-24 15:39:28,695] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [29.96742820739746, 28.58306312561035, 28.203041076660156, 25.678611755371094, 25.950056076049805, 25.190011978149414], Test Loss [2.156500741790871, 2.252431087462832, 2.333224653809389, 2.4189386305669234, 2.435543895932673, 2.5356916822129043]
[2025-09-24 15:39:28,768] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-24 15:39:46,622] [SEDG] [INFO] Epoch:9 || Train Acc@1  88.96 ( 87.36), Train Cla Loss 4.4005e+01 (4.6417e+01)
[2025-09-24 15:39:54,594] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [43.105323791503906, 37.56786346435547, 30.890336990356445], Val Loss  [1.559201026195812, 1.7774749621506234, 2.0170033521683286] || Best Acc@1:38.011
[2025-09-24 15:39:54,595] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [27.41585350036621, 25.515745162963867, 25.515745162963867, 23.181325912475586, 23.181325912475586, 22.041259765625], Test Loss [2.187044664780558, 2.281584272943801, 2.3751816477760044, 2.454879436896756, 2.484598578381616, 2.5686691879061225]
[2025-09-24 15:39:54,632] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-24 15:40:13,149] [SEDG] [INFO] Epoch:10 || Train Acc@1  88.33 ( 88.55), Train Cla Loss 4.4749e+01 (4.2071e+01)
[2025-09-24 15:40:20,908] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [45.73833084106445, 38.8979377746582, 32.356136322021484], Val Loss  [1.5105425919306006, 1.7364521100389065, 1.9700197295956192] || Best Acc@1:38.997
[2025-09-24 15:40:20,908] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [28.908796310424805, 27.741586685180664, 27.252986907958984, 25.515745162963867, 26.085777282714844, 25.2985897064209], Test Loss [2.1722425063192263, 2.3069150463377612, 2.4193406695263393, 2.5201617770552245, 2.5462678814555613, 2.667122325213802]
[2025-09-24 15:40:20,931] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-24 15:40:51,347] [SEDG] [INFO] Epoch:11 || Train Acc@1  88.75 ( 89.50), Train Cla Loss 3.9023e+01 (3.8467e+01)
[2025-09-24 15:41:02,373] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [44.21824264526367, 37.67644119262695, 32.24755859375], Val Loss  [1.536631107718626, 1.7910862349531937, 2.044650925875487] || Best Acc@1:38.997
[2025-09-24 15:41:02,373] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [29.560260772705078, 27.85016441345215, 27.252986907958984, 24.728557586669922, 24.32139015197754, 22.3398494720459], Test Loss [2.2697320512529306, 2.4146012576472877, 2.544230725943848, 2.6581463891442514, 2.681190462764777, 2.812284635021943]
[2025-09-24 15:41:02,399] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-24 15:41:37,011] [SEDG] [INFO] Epoch:12 || Train Acc@1  91.46 ( 90.32), Train Cla Loss 3.2520e+01 (3.5461e+01)
[2025-09-24 15:41:49,325] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [48.127037048339844, 41.55809020996094, 34.58197784423828], Val Loss  [1.4228023146961721, 1.6628355956621201, 1.9307860108850834] || Best Acc@1:41.422
[2025-09-24 15:41:49,325] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [30.021717071533203, 29.560260772705078, 28.881650924682617, 25.651466369628906, 25.814332962036133, 23.371335983276367], Test Loss [2.1650512234007495, 2.3143521923972266, 2.4728873141037138, 2.6029950873471237, 2.646429262254448, 2.7795916605461692]
[2025-09-24 15:41:49,350] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-24 15:42:24,271] [SEDG] [INFO] Epoch:13 || Train Acc@1  90.21 ( 91.03), Train Cla Loss 3.4328e+01 (3.2801e+01)
[2025-09-24 15:42:35,319] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [44.381107330322266, 37.59500503540039, 31.026060104370117], Val Loss  [1.476623718047375, 1.740015260948032, 2.025349820475625] || Best Acc@1:41.422
[2025-09-24 15:42:35,320] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [27.660152435302734, 26.24864387512207, 26.357221603393555, 24.267101287841797, 24.484256744384766, 22.855592727661133], Test Loss [2.292508294605665, 2.4572999135679066, 2.6231048627474407, 2.7293917472665394, 2.7673923852777635, 2.9157530601327504]
[2025-09-24 15:42:35,355] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-24 15:43:09,677] [SEDG] [INFO] Epoch:14 || Train Acc@1  88.96 ( 91.60), Train Cla Loss 3.1179e+01 (3.0602e+01)
[2025-09-24 15:43:20,908] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [54.69598388671875, 43.48534393310547, 33.41476821899414], Val Loss  [1.315596584000106, 1.592329104870849, 1.9128554442029821] || Best Acc@1:43.865
[2025-09-24 15:43:20,909] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [27.442996978759766, 23.941368103027344, 24.049945831298828, 22.80130386352539, 23.534202575683594, 23.42562484741211], Test Loss [2.2009552915243837, 2.4217817099940895, 2.5922422261502143, 2.7115310185895294, 2.7387821107423265, 2.8656113489443005]
[2025-09-24 15:43:20,950] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-24 15:43:54,739] [SEDG] [INFO] Epoch:15 || Train Acc@1  94.79 ( 92.07), Train Cla Loss 2.3003e+01 (2.8770e+01)
[2025-09-24 15:44:06,461] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [55.13029479980469, 45.00543212890625, 35.69489669799805], Val Loss  [1.3253697634519894, 1.632315742464718, 1.9455132383477027] || Best Acc@1:45.277
[2025-09-24 15:44:06,463] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [30.238872528076172, 28.474485397338867, 28.854507446289062, 27.442996978759766, 27.90445327758789, 26.682954788208008], Test Loss [2.270928917179667, 2.485575675187748, 2.674967334014197, 2.799907187297212, 2.835337029217897, 2.986250220370215]
[2025-09-24 15:44:06,519] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-24 15:44:41,201] [SEDG] [INFO] Epoch:16 || Train Acc@1  92.50 ( 92.55), Train Cla Loss 2.6957e+01 (2.7107e+01)
[2025-09-24 15:44:52,307] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [49.59283447265625, 40.3094482421875, 33.116180419921875], Val Loss  [1.385974565235722, 1.7028491846513283, 2.032361350541006] || Best Acc@1:45.277
[2025-09-24 15:44:52,308] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [29.397396087646484, 28.284475326538086, 28.393051147460938, 27.497285842895508, 26.52008819580078, 24.755701065063477], Test Loss [2.358458722453164, 2.564725970600638, 2.7709826801809503, 2.8988050451496137, 2.9600807509903797, 3.135797670687449]
[2025-09-24 15:44:52,385] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-24 15:45:26,247] [SEDG] [INFO] Epoch:17 || Train Acc@1  91.88 ( 92.92), Train Cla Loss 2.6590e+01 (2.5656e+01)
[2025-09-24 15:45:37,511] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [55.510318756103516, 45.62975311279297, 36.7535285949707], Val Loss  [1.2863208731144957, 1.5896287768205524, 1.9313559318598397] || Best Acc@1:45.965
[2025-09-24 15:45:37,512] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [31.324647903442383, 29.288818359375, 27.388708114624023, 24.239957809448242, 24.158523559570312, 21.85124969482422], Test Loss [2.2722221212977307, 2.52084963640095, 2.7665326750627948, 2.928186140153618, 3.004573749020356, 3.190577330729084]
[2025-09-24 15:45:37,538] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-24 15:46:11,842] [SEDG] [INFO] Epoch:18 || Train Acc@1  94.38 ( 93.32), Train Cla Loss 2.1727e+01 (2.4183e+01)
[2025-09-24 15:46:23,299] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [57.19327163696289, 47.285560607910156, 37.67644119262695], Val Loss  [1.247520625397126, 1.556140927616082, 1.8993098961025574] || Best Acc@1:47.385
[2025-09-24 15:46:23,299] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [31.75895881652832, 30.618894577026367, 29.61454963684082, 26.547231674194336, 25.922910690307617, 24.80998992919922], Test Loss [2.2493996697839, 2.5113398811327907, 2.7605927013807268, 2.931603382775372, 3.0035866596023113, 3.190499634230176]
[2025-09-24 15:46:23,333] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-24 15:46:58,418] [SEDG] [INFO] Epoch:19 || Train Acc@1  95.83 ( 93.65), Train Cla Loss 2.0429e+01 (2.3065e+01)
[2025-09-24 15:47:09,315] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [59.77198791503906, 48.072750091552734, 37.242130279541016], Val Loss  [1.2134786731645417, 1.5349810356425928, 1.892615611856069] || Best Acc@1:48.362
[2025-09-24 15:47:09,315] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [30.076005935668945, 26.574377059936523, 26.004344940185547, 24.565690994262695, 25.054288864135742, 24.40282440185547], Test Loss [2.253188982848624, 2.5168508675665344, 2.737566116190112, 2.9041203427392417, 2.98684662871718, 3.208661752725657]
[2025-09-24 15:47:09,349] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-24 15:47:43,575] [SEDG] [INFO] Epoch:20 || Train Acc@1  95.62 ( 93.92), Train Cla Loss 1.8925e+01 (2.2069e+01)
[2025-09-24 15:47:54,439] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [60.39630889892578, 49.75570297241211, 37.866451263427734], Val Loss  [1.178995740530157, 1.500135579015999, 1.870527551694491] || Best Acc@1:49.339
[2025-09-24 15:47:54,439] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [30.673181533813477, 27.958742141723633, 27.33441925048828, 25.651466369628906, 26.1129207611084, 25.190011978149414], Test Loss [2.2735404797408014, 2.5976491945185956, 2.8695094492225772, 3.0488218709777932, 3.110293593391145, 3.32765295839465]
[2025-09-24 15:47:54,474] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-24 15:48:29,151] [SEDG] [INFO] Epoch:21 || Train Acc@1  95.00 ( 94.23), Train Cla Loss 1.7549e+01 (2.0985e+01)
[2025-09-24 15:48:41,243] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [60.53203201293945, 50.08143615722656, 38.73507308959961], Val Loss  [1.1837960058392454, 1.5226934569666362, 1.905668993726227] || Best Acc@1:49.783
[2025-09-24 15:48:41,243] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [31.243215560913086, 28.80021858215332, 27.687297821044922, 25.2985897064209, 25.651466369628906, 24.94571304321289], Test Loss [2.3283111086109174, 2.6491517484770535, 2.930563193579062, 3.120223433652996, 3.1974577484379374, 3.401645910468086]
[2025-09-24 15:48:41,278] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-24 15:49:15,115] [SEDG] [INFO] Epoch:22 || Train Acc@1  93.54 ( 94.58), Train Cla Loss 2.0647e+01 (1.9965e+01)
[2025-09-24 15:49:25,876] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [60.96634292602539, 49.34853744506836, 37.052120208740234], Val Loss  [1.1433098475397216, 1.4921330473710348, 1.9036776802050563] || Best Acc@1:49.783
[2025-09-24 15:49:25,876] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [29.261672973632812, 26.085777282714844, 24.728557586669922, 23.127037048339844, 23.50705909729004, 23.42562484741211], Test Loss [2.314445866823973, 2.6299717379703584, 2.909950057536072, 3.0869372737524174, 3.1725900460532124, 3.3783956210854]
[2025-09-24 15:49:25,904] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-24 15:49:59,385] [SEDG] [INFO] Epoch:23 || Train Acc@1  95.21 ( 94.79), Train Cla Loss 1.8136e+01 (1.9061e+01)
[2025-09-24 15:50:10,654] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [60.722042083740234, 49.484256744384766, 39.33224868774414], Val Loss  [1.1502131087772234, 1.493446998953431, 1.8955438160352676] || Best Acc@1:49.846
[2025-09-24 15:50:10,655] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [32.08469009399414, 30.4017391204834, 28.963085174560547, 26.140066146850586, 25.814332962036133, 24.67426872253418], Test Loss [2.3085708117252066, 2.633352942886104, 2.952095010769872, 3.1372092771996116, 3.2599820966441, 3.454261529717461]
[2025-09-24 15:50:10,679] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-24 15:50:44,515] [SEDG] [INFO] Epoch:24 || Train Acc@1  95.21 ( 94.89), Train Cla Loss 1.8527e+01 (1.8520e+01)
[2025-09-24 15:50:56,579] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [61.699241638183594, 51.628665924072266, 41.25950241088867], Val Loss  [1.1638023750401476, 1.5084782159289631, 1.9172653025835267] || Best Acc@1:51.529
[2025-09-24 15:50:56,580] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [33.1433219909668, 30.836048126220703, 29.505971908569336, 25.922910690307617, 25.57003402709961, 23.805646896362305], Test Loss [2.3598209149674405, 2.6959446773466924, 3.032615691908796, 3.2574100548747307, 3.3653140875726257, 3.5909403255785715]
[2025-09-24 15:50:56,639] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-24 15:51:31,402] [SEDG] [INFO] Epoch:25 || Train Acc@1  95.42 ( 95.20), Train Cla Loss 1.7186e+01 (1.7596e+01)
[2025-09-24 15:51:42,777] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [61.97068786621094, 50.5157470703125, 39.087947845458984], Val Loss  [1.1330895715117066, 1.4958619819013614, 1.9119669995012811] || Best Acc@1:51.529
[2025-09-24 15:51:42,778] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [31.650381088256836, 29.505971908569336, 28.555917739868164, 26.0314884185791, 25.57003402709961, 24.755701065063477], Test Loss [2.3633605633962427, 2.7086786998599672, 3.041717888866263, 3.252981157955207, 3.3760083311932094, 3.602150373427798]
[2025-09-24 15:51:42,809] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-24 15:52:16,697] [SEDG] [INFO] Epoch:26 || Train Acc@1  96.67 ( 95.37), Train Cla Loss 1.4113e+01 (1.6978e+01)
[2025-09-24 15:52:28,685] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [63.78936004638672, 53.420196533203125, 41.28664779663086], Val Loss  [1.0964711127918008, 1.453132251963165, 1.8767874384547678] || Best Acc@1:52.832
[2025-09-24 15:52:28,687] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [32.1661262512207, 29.044517517089844, 27.90445327758789, 25.70575523376465, 25.407167434692383, 25.08143424987793], Test Loss [2.377530664108475, 2.7827862427366674, 3.1374941027513934, 3.356292556862101, 3.4475200479116035, 3.658169295966431]
[2025-09-24 15:52:28,783] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-24 15:53:04,103] [SEDG] [INFO] Epoch:27 || Train Acc@1  96.25 ( 95.54), Train Cla Loss 1.4317e+01 (1.6259e+01)
[2025-09-24 15:53:15,166] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [62.4321403503418, 50.29859161376953, 39.250816345214844], Val Loss  [1.0950064686299923, 1.4663956615746216, 1.9145147318948752] || Best Acc@1:52.832
[2025-09-24 15:53:15,167] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [31.514659881591797, 28.284475326538086, 26.302932739257812, 24.484256744384766, 24.022802352905273, 23.50705909729004], Test Loss [2.406000839770811, 2.797372487158263, 3.17428427876401, 3.4132543767314005, 3.525219958457574, 3.744800844099312]
[2025-09-24 15:53:15,197] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-24 15:53:49,282] [SEDG] [INFO] Epoch:28 || Train Acc@1  95.00 ( 95.71), Train Cla Loss 1.5125e+01 (1.5676e+01)
[2025-09-24 15:54:00,762] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [65.25515747070312, 54.69598388671875, 43.86536407470703], Val Loss  [1.0459008387711615, 1.400326756002072, 1.8388865215382282] || Best Acc@1:54.606
[2025-09-24 15:54:00,763] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [34.77198791503906, 31.026060104370117, 29.42453956604004, 25.97719955444336, 25.62432289123535, 25.2985897064209], Test Loss [2.3194309950651486, 2.7080401822876077, 3.068130951362635, 3.286509290191949, 3.3978524503179792, 3.6292636441097197]
[2025-09-24 15:54:00,800] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-24 15:54:34,450] [SEDG] [INFO] Epoch:29 || Train Acc@1  95.00 ( 95.84), Train Cla Loss 1.4915e+01 (1.5328e+01)
[2025-09-24 15:54:46,539] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [62.13355255126953, 49.37567901611328, 38.463626861572266], Val Loss  [1.0998039101933035, 1.4893928047888443, 1.936655937654576] || Best Acc@1:54.606
[2025-09-24 15:54:46,541] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [30.754615783691406, 28.04017448425293, 27.062976837158203, 25.84147834777832, 26.574377059936523, 26.492942810058594], Test Loss [2.4469362299294737, 2.8449190540500107, 3.2037332912221403, 3.410624839583903, 3.5103629932341436, 3.736897076379981]
[2025-09-24 15:54:46,566] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-24 15:55:20,756] [SEDG] [INFO] Epoch:30 || Train Acc@1  97.08 ( 96.16), Train Cla Loss 1.3483e+01 (1.4520e+01)
[2025-09-24 15:55:32,838] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [61.020633697509766, 48.479915618896484, 37.052120208740234], Val Loss  [1.147852131132194, 1.5459115769265142, 2.0071951838192024] || Best Acc@1:54.606
[2025-09-24 15:55:32,838] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [29.750272750854492, 27.714441299438477, 27.035831451416016, 25.84147834777832, 26.140066146850586, 25.2985897064209], Test Loss [2.5349878760036506, 2.9424676359282254, 3.3349426390682058, 3.565800918429993, 3.708639645032852, 3.986559463246249]
[2025-09-24 15:55:32,868] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-24 15:56:06,978] [SEDG] [INFO] Epoch:31 || Train Acc@1  97.50 ( 96.17), Train Cla Loss 1.2240e+01 (1.4157e+01)
[2025-09-24 15:56:19,173] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [66.8023910522461, 55.32030487060547, 42.01954650878906], Val Loss  [0.9990388492807891, 1.387292308993759, 1.8583912266970457] || Best Acc@1:54.714
[2025-09-24 15:56:19,173] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [32.57329177856445, 28.80021858215332, 26.87296485900879, 24.40282440185547, 24.701412200927734, 24.755701065063477], Test Loss [2.371171713651974, 2.7644040879675154, 3.152201284414782, 3.3814037164570068, 3.4896093758387363, 3.742323431984221]
[2025-09-24 15:56:19,201] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-24 15:56:53,227] [SEDG] [INFO] Epoch:32 || Train Acc@1  94.79 ( 96.19), Train Cla Loss 1.7689e+01 (1.3814e+01)
[2025-09-24 15:57:03,945] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [61.699241638183594, 50.19001388549805, 38.54506301879883], Val Loss  [1.1108806315773085, 1.512070993647125, 1.9866332704935479] || Best Acc@1:54.714
[2025-09-24 15:57:03,945] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [30.99891471862793, 28.963085174560547, 27.985885620117188, 25.57003402709961, 25.76004409790039, 24.619979858398438], Test Loss [2.5037555803305165, 2.903621627764127, 3.320554854427176, 3.5657322142722165, 3.7334419065655635, 4.011356533932764]
[2025-09-24 15:57:03,972] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-24 15:57:38,035] [SEDG] [INFO] Epoch:33 || Train Acc@1  95.62 ( 96.41), Train Cla Loss 1.6149e+01 (1.3231e+01)
[2025-09-24 15:57:49,593] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [67.83387756347656, 57.22041320800781, 44.27252960205078], Val Loss  [0.9870475043303026, 1.3511513925918928, 1.808283117772702] || Best Acc@1:56.442
[2025-09-24 15:57:49,594] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [34.03908920288086, 29.83170509338379, 27.062976837158203, 25.0, 24.918567657470703, 24.239957809448242], Test Loss [2.3246033176148755, 2.735697003839847, 3.1437128599769517, 3.3998320211416737, 3.541706261495037, 3.830777256807209]
[2025-09-24 15:57:49,615] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-24 15:58:24,794] [SEDG] [INFO] Epoch:34 || Train Acc@1  95.62 ( 96.46), Train Cla Loss 1.5168e+01 (1.2959e+01)
[2025-09-24 15:58:35,924] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [64.6308364868164, 53.14875411987305, 41.775245666503906], Val Loss  [1.0205746522167218, 1.4142735419910195, 1.9220162121403102] || Best Acc@1:56.442
[2025-09-24 15:58:35,925] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [34.06623458862305, 30.86319351196289, 28.501628875732422, 25.922910690307617, 25.62432289123535, 24.80998992919922], Test Loss [2.4921528594113327, 2.944816868157651, 3.4285775256079263, 3.6956200397752395, 3.873204262326517, 4.121139582282946]
[2025-09-24 15:58:35,950] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-24 15:59:08,629] [SEDG] [INFO] Epoch:35 || Train Acc@1  95.42 ( 96.58), Train Cla Loss 1.4984e+01 (1.2501e+01)
[2025-09-24 15:59:18,838] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [69.54397583007812, 57.73616027832031, 44.353965759277344], Val Loss  [0.91567671027168, 1.3020639792327384, 1.78881356615197] || Best Acc@1:57.211
[2025-09-24 15:59:18,838] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [33.577632904052734, 29.397396087646484, 27.33441925048828, 25.515745162963867, 25.895767211914062, 26.24864387512207], Test Loss [2.354796232540367, 2.812289797133654, 3.25353726113658, 3.506565935836941, 3.653364683207161, 3.9293449165766714]
[2025-09-24 15:59:18,864] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-24 15:59:51,920] [SEDG] [INFO] Epoch:36 || Train Acc@1  96.04 ( 96.71), Train Cla Loss 1.2217e+01 (1.2160e+01)
[2025-09-24 16:00:02,355] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [67.01954650878906, 57.22041320800781, 45.05971908569336], Val Loss  [0.9778642497155876, 1.361533488435155, 1.8615298251764005] || Best Acc@1:57.211
[2025-09-24 16:00:02,361] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [35.74918746948242, 32.11183547973633, 30.37459373474121, 26.547231674194336, 25.922910690307617, 25.35287857055664], Test Loss [2.4407079903232933, 2.8970717560584847, 3.36551585725542, 3.641463251766242, 3.799603370579524, 4.0855317146848]
[2025-09-24 16:00:02,413] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-24 16:00:35,729] [SEDG] [INFO] Epoch:37 || Train Acc@1  96.88 ( 96.86), Train Cla Loss 1.2054e+01 (1.1842e+01)
[2025-09-24 16:00:49,064] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [67.39956665039062, 56.378936767578125, 43.105323791503906], Val Loss  [0.9797840118408203, 1.3881038330276936, 1.8844423907587504] || Best Acc@1:57.211
[2025-09-24 16:00:49,064] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [33.68621063232422, 30.4017391204834, 28.827362060546875, 26.574377059936523, 26.330076217651367, 25.380022048950195], Test Loss [2.46235238923312, 2.9272982732480823, 3.4004360208293902, 3.694411557349786, 3.887098373729942, 4.208854175157578]
[2025-09-24 16:00:49,121] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-24 16:01:24,704] [SEDG] [INFO] Epoch:38 || Train Acc@1  97.08 ( 97.01), Train Cla Loss 1.1751e+01 (1.1262e+01)
[2025-09-24 16:01:36,082] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [68.29533386230469, 57.709014892578125, 46.60694885253906], Val Loss  [0.9570463488078661, 1.3474298071006998, 1.8299199898002203] || Best Acc@1:57.537
[2025-09-24 16:01:36,083] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [36.86210632324219, 33.523345947265625, 31.188926696777344, 27.85016441345215, 27.062976837158203, 26.140066146850586], Test Loss [2.41073625483808, 2.8674248367645063, 3.348530779444045, 3.637226337718653, 3.819762343304165, 4.122363328157108]
[2025-09-24 16:01:36,105] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-24 16:02:11,489] [SEDG] [INFO] Epoch:39 || Train Acc@1  96.25 ( 96.96), Train Cla Loss 1.2100e+01 (1.1187e+01)
[2025-09-24 16:02:22,436] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [69.29967498779297, 57.953311920166016, 45.141151428222656], Val Loss  [0.9169022217635612, 1.3165779168132075, 1.8099852303340302] || Best Acc@1:57.537
[2025-09-24 16:02:22,436] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [34.41910934448242, 30.80890464782715, 29.505971908569336, 28.013031005859375, 28.148752212524414, 27.714441299438477], Test Loss [2.413693730916573, 2.907809861708153, 3.3849961221800564, 3.6748145612909275, 3.828112617766042, 4.115359918302356]
[2025-09-24 16:02:22,460] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-24 16:02:57,093] [SEDG] [INFO] Epoch:40 || Train Acc@1  97.92 ( 97.19), Train Cla Loss 1.0251e+01 (1.0684e+01)
[2025-09-24 16:03:09,991] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [65.8251953125, 52.958744049072266, 41.50380325317383], Val Loss  [0.9714843628849191, 1.4130377854897067, 1.9276130479011162] || Best Acc@1:57.537
[2025-09-24 16:03:09,992] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [32.84473419189453, 29.234529495239258, 28.58306312561035, 27.090120315551758, 27.741586685180664, 27.741586685180664], Test Loss [2.539289012405694, 3.0108853458193305, 3.4986541271209717, 3.784546307709784, 3.972041881045612, 4.262545591845186]
[2025-09-24 16:03:10,026] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-24 16:03:44,816] [SEDG] [INFO] Epoch:41 || Train Acc@1  98.96 ( 97.07), Train Cla Loss 8.1075e+00 (1.0598e+01)
[2025-09-24 16:03:56,287] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [65.60803985595703, 54.45168685913086, 42.72529983520508], Val Loss  [0.9841050876468322, 1.4161164581969816, 1.9368301338792235] || Best Acc@1:57.537
[2025-09-24 16:03:56,287] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [33.0618896484375, 29.69598388671875, 28.610206604003906, 26.574377059936523, 27.28013038635254, 26.87296485900879], Test Loss [2.564934951862994, 3.0472528320958636, 3.5179410819510295, 3.7687739642512916, 3.9074365044261423, 4.212340536645647]
[2025-09-24 16:03:56,317] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-24 16:04:32,277] [SEDG] [INFO] Epoch:42 || Train Acc@1  96.46 ( 97.16), Train Cla Loss 9.7051e+00 (1.0260e+01)
[2025-09-24 16:04:42,913] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [69.21824645996094, 57.138980865478516, 44.43539810180664], Val Loss  [0.9544311532756793, 1.4083795846479334, 1.935812609980083] || Best Acc@1:57.537
[2025-09-24 16:04:42,914] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [34.06623458862305, 30.428882598876953, 28.80021858215332, 27.687297821044922, 28.1758975982666, 28.420196533203125], Test Loss [2.5821310767133383, 3.086906623374367, 3.6022803612563044, 3.8977514004474356, 4.060283794465205, 4.341535235849188]
[2025-09-24 16:04:42,964] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-24 16:05:18,432] [SEDG] [INFO] Epoch:43 || Train Acc@1  97.50 ( 97.30), Train Cla Loss 8.7487e+00 (9.9746e+00)
[2025-09-24 16:05:29,874] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [65.4723129272461, 53.12160873413086, 40.98805618286133], Val Loss  [1.0334115350673563, 1.5348339562307352, 2.1041382135708093] || Best Acc@1:57.537
[2025-09-24 16:05:29,876] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [32.60043716430664, 29.641695022583008, 28.9902286529541, 27.687297821044922, 28.827362060546875, 28.827362060546875], Test Loss [2.795931332274446, 3.3243673989361193, 3.8386732157356187, 4.103552074308116, 4.23905392578448, 4.5234950186763605]
[2025-09-24 16:05:29,924] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-24 16:05:56,355] [SEDG] [INFO] Epoch:44 || Train Acc@1  98.12 ( 97.46), Train Cla Loss 8.1212e+00 (9.5600e+00)
[2025-09-24 16:06:05,957] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [70.14115142822266, 58.713356018066406, 45.548316955566406], Val Loss  [0.8758630657429027, 1.3002235974861667, 1.837660033073798] || Best Acc@1:58.134
[2025-09-24 16:06:05,958] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [34.41910934448242, 30.564605712890625, 28.93593978881836, 26.818675994873047, 27.497285842895508, 26.547231674194336], Test Loss [2.497005703394887, 3.0138203290075745, 3.555105757635657, 3.8616835069190407, 4.020746791789897, 4.3070980391983875]
[2025-09-24 16:06:05,997] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-24 16:06:31,112] [SEDG] [INFO] Epoch:45 || Train Acc@1  97.71 ( 97.44), Train Cla Loss 7.6964e+00 (9.4998e+00)
[2025-09-24 16:06:40,635] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [71.30836486816406, 58.08903503417969, 45.41259765625], Val Loss  [0.8819796976903362, 1.3525152276315595, 1.9093300228398475] || Best Acc@1:58.270
[2025-09-24 16:06:40,635] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [34.98914337158203, 29.88599395751953, 28.2573299407959, 27.035831451416016, 28.44734001159668, 28.80021858215332], Test Loss [2.598843068952281, 3.1378377881811184, 3.6801225012987366, 3.9615738492835226, 4.074333959759641, 4.33708714662235]
[2025-09-24 16:06:40,660] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-24 16:07:03,993] [SEDG] [INFO] Epoch:46 || Train Acc@1  98.12 ( 97.53), Train Cla Loss 8.7969e+00 (9.1895e+00)
[2025-09-24 16:07:12,985] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [70.71118927001953, 59.82627868652344, 47.39413833618164], Val Loss  [0.8601120710372925, 1.2918945088836968, 1.8155970231717884] || Best Acc@1:59.311
[2025-09-24 16:07:13,000] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [36.319217681884766, 32.709014892578125, 30.646038055419922, 28.44734001159668, 28.1758975982666, 27.76873016357422], Test Loss [2.4761378004030608, 3.0079280141898788, 3.565247229722113, 3.875681460097869, 4.055483116777402, 4.400908204553958]
[2025-09-24 16:07:13,025] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-24 16:07:36,493] [SEDG] [INFO] Epoch:47 || Train Acc@1  98.33 ( 97.50), Train Cla Loss 8.1336e+00 (9.0957e+00)
[2025-09-24 16:07:44,890] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [71.00977325439453, 59.636268615722656, 47.7741584777832], Val Loss  [0.8601519416908487, 1.2820647407432333, 1.8157524573298154] || Best Acc@1:59.473
[2025-09-24 16:07:44,891] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [36.94354248046875, 32.003257751464844, 30.537460327148438, 27.931596755981445, 27.877307891845703, 27.117265701293945], Test Loss [2.4742982830209144, 2.999530398496199, 3.5709729116980338, 3.892769170506381, 4.106429569107702, 4.446853285115394]
[2025-09-24 16:07:44,939] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-24 16:08:08,449] [SEDG] [INFO] Epoch:48 || Train Acc@1  98.54 ( 97.60), Train Cla Loss 6.9167e+00 (8.8190e+00)
[2025-09-24 16:08:17,088] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [71.9055404663086, 61.292076110839844, 48.01845932006836], Val Loss  [0.82326336365181, 1.2387387371995162, 1.7603473298324437] || Best Acc@1:60.405
[2025-09-24 16:08:17,089] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [36.42779541015625, 30.86319351196289, 29.560260772705078, 27.36156463623047, 28.230186462402344, 28.31161880493164], Test Loss [2.4163803782447544, 2.9599793407738404, 3.4999376803345323, 3.813812499714208, 3.9970833222330198, 4.38371822344752]
[2025-09-24 16:08:17,116] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-24 16:08:39,945] [SEDG] [INFO] Epoch:49 || Train Acc@1  97.50 ( 97.69), Train Cla Loss 9.7290e+00 (8.5511e+00)
[2025-09-24 16:08:48,021] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [73.77850341796875, 63.49077224731445, 50.624324798583984], Val Loss  [0.7621089068608486, 1.1434044181718113, 1.6597998946031451] || Best Acc@1:62.631
[2025-09-24 16:08:48,022] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [38.78936004638672, 32.62757873535156, 30.673181533813477, 27.63300895690918, 27.958742141723633, 28.203041076660156], Test Loss [2.2951356766666575, 2.798619716874163, 3.324507335886505, 3.617627544589462, 3.810501965327061, 4.217888923732]
[2025-09-24 16:08:48,045] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-09-24 16:09:10,632] [SEDG] [INFO] Epoch:50 || Train Acc@1  98.33 ( 97.80), Train Cla Loss 7.1633e+00 (8.3314e+00)
[2025-09-24 16:09:19,178] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [70.65689849853516, 59.554832458496094, 46.71552658081055], Val Loss  [0.8598607277637196, 1.2991068017599248, 1.8580596287786377] || Best Acc@1:62.631
[2025-09-24 16:09:19,180] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [35.99348831176758, 32.11183547973633, 31.297504425048828, 29.315961837768555, 28.854507446289062, 27.41585350036621], Test Loss [2.5773133851029586, 3.1379152998473825, 3.7631304994079886, 4.114819970115389, 4.387548702159223, 4.948118026559438]
[2025-09-24 16:09:19,207] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-09-24 16:09:42,355] [SEDG] [INFO] Epoch:51 || Train Acc@1  98.96 ( 97.76), Train Cla Loss 5.7252e+00 (8.2343e+00)
[2025-09-24 16:09:51,420] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [73.07274627685547, 61.56351852416992, 48.42562484741211], Val Loss  [0.7981524902368602, 1.2267059720688611, 1.758728319348264] || Best Acc@1:62.631
[2025-09-24 16:09:51,421] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [35.96634292602539, 29.858850479125977, 28.31161880493164, 28.04017448425293, 30.99891471862793, 29.804561614990234], Test Loss [2.457267125188722, 3.028332212460546, 3.593264478037334, 3.895597259074158, 4.14058467697243, 4.777187875505379]
[2025-09-24 16:09:51,455] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-09-24 16:10:13,509] [SEDG] [INFO] Epoch:52 || Train Acc@1  97.08 ( 97.80), Train Cla Loss 9.7423e+00 (8.0312e+00)
[2025-09-24 16:10:22,281] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [73.72421264648438, 63.436485290527344, 50.73290252685547], Val Loss  [0.7785612593256301, 1.1817160549691912, 1.693074389467022] || Best Acc@1:62.631
[2025-09-24 16:10:22,281] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [38.76221466064453, 33.360477447509766, 31.89468002319336, 30.076005935668945, 30.293161392211914, 28.745929718017578], Test Loss [2.348846848702198, 2.862397924696584, 3.4247209746208562, 3.7268352399819835, 4.024155865274734, 4.674162653447751]
[2025-09-24 16:10:22,307] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-09-24 16:10:45,493] [SEDG] [INFO] Epoch:53 || Train Acc@1  97.29 ( 97.90), Train Cla Loss 7.8324e+00 (7.8705e+00)
[2025-09-24 16:10:54,405] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [72.01411437988281, 59.853424072265625, 46.76981735229492], Val Loss  [0.8269557735430689, 1.2832463587534155, 1.8453116762521602] || Best Acc@1:62.631
[2025-09-24 16:10:54,405] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [35.857765197753906, 31.243215560913086, 30.048860549926758, 29.20738410949707, 29.315961837768555, 28.338764190673828], Test Loss [2.557710145117794, 3.1042735188325765, 3.702318270742311, 4.0424864191185765, 4.451997895194188, 5.085584652928653]
[2025-09-24 16:10:54,498] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-09-24 16:11:18,388] [SEDG] [INFO] Epoch:54 || Train Acc@1  98.33 ( 97.97), Train Cla Loss 6.1180e+00 (7.6700e+00)
[2025-09-24 16:11:27,071] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [74.48426055908203, 62.94788360595703, 49.67427062988281], Val Loss  [0.7731489970163724, 1.2213170058564178, 1.757277067398792] || Best Acc@1:62.631
[2025-09-24 16:11:27,072] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [37.59500503540039, 31.650381088256836, 31.107492446899414, 29.804561614990234, 30.59174919128418, 30.130294799804688], Test Loss [2.485905880260157, 3.08259159190647, 3.7099970342281976, 4.071638609765019, 4.581812217103542, 5.094494432890454]
[2025-09-24 16:11:27,186] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-09-24 16:11:47,027] [SEDG] [INFO] Epoch:55 || Train Acc@1  97.29 ( 97.95), Train Cla Loss 8.2527e+00 (7.6263e+00)
[2025-09-24 16:11:57,495] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [74.23995971679688, 63.1650390625, 50.84148025512695], Val Loss  [0.7658985457125238, 1.1873811898868325, 1.7378269169928584] || Best Acc@1:62.749
[2025-09-24 16:11:57,496] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [38.843650817871094, 33.98480224609375, 31.56894874572754, 29.370250701904297, 28.393051147460938, 27.035831451416016], Test Loss [2.4646203735363987, 3.049268157163738, 3.727086749061311, 4.18160688605293, 4.845689846560699, 5.240990126948403]
[2025-09-24 16:11:57,530] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-09-24 16:12:17,969] [SEDG] [INFO] Epoch:56 || Train Acc@1  98.96 ( 97.92), Train Cla Loss 5.2312e+00 (7.5015e+00)
[2025-09-24 16:12:27,330] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [73.94136810302734, 62.73072814941406, 49.56569290161133], Val Loss  [0.7825921832156104, 1.2283374106068565, 1.7922842339506366] || Best Acc@1:62.749
[2025-09-24 16:12:27,330] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [37.16069793701172, 31.053203582763672, 28.908796310424805, 28.691640853881836, 29.641695022583008, 29.587406158447266], Test Loss [2.55403241000657, 3.1813600156516904, 3.799040829319907, 4.195494650241218, 4.718766158100837, 5.0368972018797935]
[2025-09-24 16:12:27,385] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-09-24 16:12:46,907] [SEDG] [INFO] Epoch:57 || Train Acc@1  98.33 ( 98.02), Train Cla Loss 6.9129e+00 (7.3726e+00)
[2025-09-24 16:12:56,263] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [73.99565887451172, 62.37785339355469, 49.72855758666992], Val Loss  [0.7743172187370275, 1.2216228019531077, 1.7840497509276052] || Best Acc@1:62.749
[2025-09-24 16:12:56,264] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [38.51791763305664, 32.73615646362305, 31.75895881652832, 29.69598388671875, 29.01737403869629, 28.44734001159668], Test Loss [2.525204164585772, 3.112375566936083, 3.790459230590721, 4.431930820017762, 4.9908565154681375, 5.187256350191098]
[2025-09-24 16:12:56,287] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-09-24 16:13:15,491] [SEDG] [INFO] Epoch:58 || Train Acc@1  98.96 ( 98.08), Train Cla Loss 5.3728e+00 (7.1111e+00)
[2025-09-24 16:13:23,371] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [73.47991943359375, 62.866451263427734, 50.70575714111328], Val Loss  [0.7819145444161729, 1.1992358058593948, 1.7422762546166535] || Best Acc@1:62.749
[2025-09-24 16:13:23,372] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [38.843650817871094, 33.360477447509766, 32.03040313720703, 29.940282821655273, 28.773073196411133, 28.474485397338867], Test Loss [2.4691634477155606, 3.0614414168491426, 3.7731761349917234, 4.502038663683963, 5.036538027785111, 5.188044551141099]
[2025-09-24 16:13:23,412] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-09-24 16:13:41,867] [SEDG] [INFO] Epoch:59 || Train Acc@1  96.46 ( 98.14), Train Cla Loss 9.8986e+00 (7.0061e+00)
[2025-09-24 16:13:50,740] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [74.8371353149414, 63.54506301879883, 50.08143615722656], Val Loss  [0.7401681979238405, 1.1670514822782834, 1.7262295806835062] || Best Acc@1:62.821
[2025-09-24 16:13:50,741] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [38.8979377746582, 33.0618896484375, 31.433225631713867, 29.858850479125977, 28.9902286529541, 28.31161880493164], Test Loss [2.4424263576731233, 3.0110698390861286, 3.7061335419210626, 4.421216244029688, 4.845619009061434, 4.9841844623950875]
[2025-09-24 16:13:50,788] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-09-24 16:14:10,095] [SEDG] [INFO] Epoch:60 || Train Acc@1  98.33 ( 98.16), Train Cla Loss 6.8425e+00 (6.7894e+00)
[2025-09-24 16:14:17,729] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [73.45277404785156, 61.50923156738281, 48.371337890625], Val Loss  [0.7738807214976133, 1.2238362763525996, 1.7974901183808665] || Best Acc@1:62.821
[2025-09-24 16:14:17,729] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [37.54071807861328, 33.740501403808594, 32.43756866455078, 30.048860549926758, 28.881650924682617, 27.877307891845703], Test Loss [2.5405514752826006, 3.119244170111243, 3.8815545476609024, 4.640772816412612, 5.044134234760794, 5.200437371816231]
[2025-09-24 16:14:17,753] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-09-24 16:14:36,478] [SEDG] [INFO] Epoch:61 || Train Acc@1  98.75 ( 98.11), Train Cla Loss 4.8716e+00 (6.8541e+00)
[2025-09-24 16:14:46,123] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [74.29425048828125, 64.06080627441406, 53.44734191894531], Val Loss  [0.7828464826465817, 1.1633718541856697, 1.697240707152053] || Best Acc@1:63.934
[2025-09-24 16:14:46,124] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [41.88382339477539, 36.10206604003906, 33.116180419921875, 30.483171463012695, 28.52877426147461, 25.814332962036133], Test Loss [2.3785176455780426, 2.9465020098981327, 3.640790069530375, 4.305837185452738, 4.758056917097359, 5.0544644520414765]
[2025-09-24 16:14:46,148] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-09-24 16:15:05,504] [SEDG] [INFO] Epoch:62 || Train Acc@1  98.33 ( 98.17), Train Cla Loss 7.2026e+00 (6.6631e+00)
[2025-09-24 16:15:13,774] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [74.78284454345703, 62.97502899169922, 49.89142608642578], Val Loss  [0.7392410290357733, 1.1615987460853998, 1.7296442729254111] || Best Acc@1:63.934
[2025-09-24 16:15:13,774] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [39.11509323120117, 34.17481231689453, 32.22041320800781, 29.533117294311523, 28.691640853881836, 26.682954788208008], Test Loss [2.44983823602285, 3.0310733194071617, 3.7856734078559504, 4.554602678901598, 5.018587413750565, 5.21082370832611]
[2025-09-24 16:15:13,798] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-09-24 16:15:41,325] [SEDG] [INFO] Epoch:63 || Train Acc@1  98.54 ( 98.21), Train Cla Loss 5.7017e+00 (6.6569e+00)
[2025-09-24 16:15:53,938] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [74.45711517333984, 63.13789749145508, 49.75570297241211], Val Loss  [0.7788057451527748, 1.248827601488716, 1.8296824122873114] || Best Acc@1:63.934
[2025-09-24 16:15:53,941] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [38.51791763305664, 32.84473419189453, 30.971771240234375, 28.9902286529541, 28.80021858215332, 28.691640853881836], Test Loss [2.596438367514346, 3.1954053465628856, 3.9403070300720415, 4.7441392348721285, 5.158963795205281, 5.303525261459599]
[2025-09-24 16:15:53,991] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-09-24 16:16:29,257] [SEDG] [INFO] Epoch:64 || Train Acc@1  98.12 ( 98.22), Train Cla Loss 6.4544e+00 (6.4193e+00)
[2025-09-24 16:16:40,593] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [74.48426055908203, 63.35505294799805, 50.108577728271484], Val Loss  [0.745334456720259, 1.1981591477456233, 1.7842169444801752] || Best Acc@1:63.934
[2025-09-24 16:16:40,594] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [38.056461334228516, 33.19761276245117, 31.786102294921875, 29.668838500976562, 28.80021858215332, 27.931596755981445], Test Loss [2.5427478889688997, 3.1635786259989787, 3.925850181703847, 4.670915754299599, 5.145497562830922, 5.3404283150787855]
[2025-09-24 16:16:40,712] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-09-24 16:17:15,078] [SEDG] [INFO] Epoch:65 || Train Acc@1  97.71 ( 98.27), Train Cla Loss 8.5236e+00 (6.4202e+00)
[2025-09-24 16:17:25,974] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [76.73724365234375, 66.44951629638672, 53.31161880493164], Val Loss  [0.6864657708798635, 1.092236622536998, 1.6434998162794578] || Best Acc@1:65.499
[2025-09-24 16:17:25,975] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [40.879478454589844, 35.043434143066406, 33.38762283325195, 30.917482376098633, 29.91313934326172, 30.618894577026367], Test Loss [2.394150556881187, 3.0192902476469157, 3.7177953254128124, 4.360022947143654, 4.750586843645922, 4.986780485035154]
[2025-09-24 16:17:26,017] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-09-24 16:17:59,324] [SEDG] [INFO] Epoch:66 || Train Acc@1  98.54 ( 98.22), Train Cla Loss 6.3930e+00 (6.4095e+00)
[2025-09-24 16:18:10,943] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [77.11726379394531, 65.36373901367188, 51.73724365234375], Val Loss  [0.6790291606797457, 1.1085835124460028, 1.6930912395253632] || Best Acc@1:65.499
[2025-09-24 16:18:10,946] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [38.70792770385742, 32.003257751464844, 30.618894577026367, 29.533117294311523, 29.451684951782227, 28.854507446289062], Test Loss [2.456462327354506, 3.076331432168569, 3.834174962307809, 4.555776327363055, 5.061255885257783, 5.332862304165619]
[2025-09-24 16:18:10,978] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-09-24 16:18:43,896] [SEDG] [INFO] Epoch:67 || Train Acc@1  97.50 ( 98.32), Train Cla Loss 7.7858e+00 (6.1521e+00)
[2025-09-24 16:18:54,311] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [77.4972915649414, 66.6395263671875, 53.52877426147461], Val Loss  [0.6760028583219074, 1.0874977309851381, 1.6440093587198163] || Best Acc@1:65.889
[2025-09-24 16:18:54,311] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [40.09229278564453, 33.00760269165039, 31.786102294921875, 30.1031494140625, 29.343107223510742, 28.691640853881836], Test Loss [2.393339201371134, 3.0335277509223366, 3.7889885529633065, 4.51463687381061, 5.098160762351965, 5.399658411255877]
[2025-09-24 16:18:54,337] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-09-24 16:19:27,533] [SEDG] [INFO] Epoch:68 || Train Acc@1  97.71 ( 98.36), Train Cla Loss 7.8197e+00 (6.0487e+00)
[2025-09-24 16:19:39,010] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [80.40174102783203, 69.16395568847656, 55.80890655517578], Val Loss  [0.6025495323373751, 0.9750004616544767, 1.530351363874802] || Best Acc@1:68.458
[2025-09-24 16:19:39,011] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [41.7209587097168, 34.147666931152344, 32.193267822265625, 30.347450256347656, 29.01737403869629, 28.067319869995117], Test Loss [2.2545667207202227, 2.8440108602132392, 3.5528409317960956, 4.14779252959385, 4.643544743814375, 4.954562729267034]
[2025-09-24 16:19:39,038] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-09-24 16:20:12,740] [SEDG] [INFO] Epoch:69 || Train Acc@1  98.96 ( 98.39), Train Cla Loss 4.9126e+00 (5.9360e+00)
[2025-09-24 16:20:23,191] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [71.3897933959961, 60.1248664855957, 47.42128372192383], Val Loss  [0.8358115691703771, 1.3340428380313836, 1.962774795507375] || Best Acc@1:68.458
[2025-09-24 16:20:23,191] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [37.62215042114258, 34.500545501708984, 32.87187957763672, 29.587406158447266, 28.393051147460938, 28.067319869995117], Test Loss [2.7899244320897405, 3.4182832536169294, 4.27017767654568, 5.123676073279365, 5.730642668199073, 6.031875790524561]
[2025-09-24 16:20:23,216] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-09-24 16:20:55,777] [SEDG] [INFO] Epoch:70 || Train Acc@1  99.17 ( 98.39), Train Cla Loss 4.4496e+00 (5.8840e+00)
[2025-09-24 16:21:06,826] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [75.0, 63.843650817871094, 50.678611755371094], Val Loss  [0.7256445484751599, 1.156166483214313, 1.7664579246253842] || Best Acc@1:68.458
[2025-09-24 16:21:06,827] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [39.603694915771484, 35.07057571411133, 32.953311920166016, 30.86319351196289, 29.451684951782227, 28.854507446289062], Test Loss [2.5446156725433053, 3.1321479800469714, 3.894992433075796, 4.594797340977076, 5.181336744600476, 5.538821740725141]
[2025-09-24 16:21:06,898] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-09-24 16:21:40,110] [SEDG] [INFO] Epoch:71 || Train Acc@1  97.92 ( 98.39), Train Cla Loss 7.8718e+00 (5.8784e+00)
[2025-09-24 16:21:51,417] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [72.63843536376953, 60.99348831176758, 48.18132781982422], Val Loss  [0.824835789320135, 1.2986686590828413, 1.9413776281213915] || Best Acc@1:68.458
[2025-09-24 16:21:51,417] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [37.94788360595703, 33.116180419921875, 30.78175926208496, 28.66449546813965, 28.501628875732422, 28.148752212524414], Test Loss [2.774211396611863, 3.412972852539162, 4.259550778019312, 5.113225707013755, 5.731150069531866, 6.07717459830865]
[2025-09-24 16:21:51,445] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-09-24 16:22:26,667] [SEDG] [INFO] Epoch:72 || Train Acc@1  99.17 ( 98.52), Train Cla Loss 4.1227e+00 (5.5481e+00)
[2025-09-24 16:22:39,237] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [76.41151428222656, 64.82084655761719, 50.89576721191406], Val Loss  [0.7025371673441089, 1.1640445595843785, 1.8123570703916518] || Best Acc@1:68.458
[2025-09-24 16:22:39,239] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [38.816505432128906, 34.06623458862305, 32.193267822265625, 30.754615783691406, 29.668838500976562, 29.315961837768555], Test Loss [2.6512228821310235, 3.3047960192838786, 4.108549034168355, 4.840816243852, 5.4292156129395925, 5.8467219101101255]
[2025-09-24 16:22:39,264] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-09-24 16:23:14,667] [SEDG] [INFO] Epoch:73 || Train Acc@1  97.71 ( 98.45), Train Cla Loss 5.6991e+00 (5.5106e+00)
[2025-09-24 16:23:26,417] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [76.95439910888672, 67.2909927368164, 53.85450744628906], Val Loss  [0.6854141391449721, 1.106489091043752, 1.709112143283558] || Best Acc@1:68.458
[2025-09-24 16:23:26,418] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [41.232357025146484, 35.722042083740234, 33.95765686035156, 31.56894874572754, 30.32030487060547, 29.668838500976562], Test Loss [2.4998559509115807, 3.1421343526933403, 3.9051481970746664, 4.550571581439786, 5.161158356682097, 5.642789110686958]
[2025-09-24 16:23:26,481] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-09-24 16:24:01,038] [SEDG] [INFO] Epoch:74 || Train Acc@1  97.50 ( 98.48), Train Cla Loss 7.0605e+00 (5.4836e+00)
[2025-09-24 16:24:13,842] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [75.62432098388672, 64.6308364868164, 51.031490325927734], Val Loss  [0.7125377935578846, 1.1740001284726669, 1.8373065903443078] || Best Acc@1:68.458
[2025-09-24 16:24:13,842] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [39.033660888671875, 35.1248664855957, 33.6590690612793, 31.596092224121094, 29.96742820739746, 29.180240631103516], Test Loss [2.677902196051632, 3.329409193914954, 4.126186313380636, 4.778568494591728, 5.452676978095735, 5.949263394073089]
[2025-09-24 16:24:13,887] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-09-24 16:24:48,149] [SEDG] [INFO] Epoch:75 || Train Acc@1  98.54 ( 98.56), Train Cla Loss 5.8352e+00 (5.4021e+00)
[2025-09-24 16:25:01,393] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [74.1856689453125, 62.70358657836914, 50.21715545654297], Val Loss  [0.760275590691582, 1.213935369194913, 1.8357348488674101] || Best Acc@1:68.458
[2025-09-24 16:25:01,399] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [39.7122688293457, 34.527687072753906, 32.1661262512207, 30.1031494140625, 28.908796310424805, 28.067319869995117], Test Loss [2.6509760326981935, 3.261834042080062, 4.083050092579099, 4.797649557505058, 5.540746559925887, 6.016882004877643]
[2025-09-24 16:25:01,463] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-09-24 16:25:36,824] [SEDG] [INFO] Epoch:76 || Train Acc@1  98.54 ( 98.54), Train Cla Loss 5.0309e+00 (5.3626e+00)
[2025-09-24 16:25:49,268] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [76.95439910888672, 66.9381103515625, 53.773075103759766], Val Loss  [0.6697719885394317, 1.0487537725740612, 1.6217655075489503] || Best Acc@1:68.458
[2025-09-24 16:25:49,269] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [41.15092468261719, 36.04777526855469, 33.577632904052734, 31.324647903442383, 29.804561614990234, 28.827362060546875], Test Loss [2.395189137722848, 2.9948727975839122, 3.745748476407427, 4.329878979474792, 5.020819079992437, 5.6190108942286585]
[2025-09-24 16:25:49,298] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-09-24 16:26:27,137] [SEDG] [INFO] Epoch:77 || Train Acc@1  98.75 ( 98.59), Train Cla Loss 4.5405e+00 (5.1960e+00)
[2025-09-24 16:26:39,894] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [75.08143615722656, 63.87079620361328, 51.11292266845703], Val Loss  [0.7394314425775982, 1.2002269949897493, 1.8250994394967144] || Best Acc@1:68.458
[2025-09-24 16:26:39,894] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [40.3094482421875, 36.91639709472656, 34.744842529296875, 32.003257751464844, 30.1031494140625, 29.315961837768555], Test Loss [2.6579671092452752, 3.2930753549457763, 4.111575522717901, 4.73709632519402, 5.472843866006559, 5.986325504725453]
[2025-09-24 16:26:39,922] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-09-24 16:27:13,415] [SEDG] [INFO] Epoch:78 || Train Acc@1  99.17 ( 98.66), Train Cla Loss 4.4925e+00 (5.1005e+00)
[2025-09-24 16:27:25,477] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [75.54289245605469, 64.46797180175781, 50.43431091308594], Val Loss  [0.7301687275936238, 1.1763711270757917, 1.8058075151536674] || Best Acc@1:68.458
[2025-09-24 16:27:25,490] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [39.46797180175781, 33.68621063232422, 31.813247680664062, 30.076005935668945, 29.42453956604004, 28.691640853881836], Test Loss [2.6576418030145503, 3.340561608926481, 4.2016615417182255, 4.9021445035157845, 5.657930692554685, 6.161586342106425]
[2025-09-24 16:27:25,538] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-09-24 16:28:00,277] [SEDG] [INFO] Epoch:79 || Train Acc@1  98.33 ( 98.59), Train Cla Loss 5.3753e+00 (5.1543e+00)
[2025-09-24 16:28:13,177] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [79.23452758789062, 68.86536407470703, 54.66883850097656], Val Loss  [0.600374735916088, 0.994681461626233, 1.5702341624113947] || Best Acc@1:68.458
[2025-09-24 16:28:13,178] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [40.85233688354492, 33.333335876464844, 30.673181533813477, 29.858850479125977, 29.940282821655273, 28.66449546813965], Test Loss [2.3806352304713347, 3.0410532291238392, 3.8104330072185504, 4.357470585391265, 4.987788787493876, 5.58087684121893]
[2025-09-24 16:28:13,238] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-24 16:28:25,531] [SEDG] [INFO] Val  Acc@1: [80.40174102783203, 69.16395568847656, 55.80890655517578], Val Loss  [0.6025495348613503, 0.9750004501995124, 1.5303513409648735]
[2025-09-24 16:28:25,531] [SEDG] [INFO] Test  Acc@1: [41.7209587097168, 34.147666931152344, 32.193267822265625, 30.347450256347656, 29.01737403869629, 28.067319869995117], Test Loss [2.254566653931956, 2.8440108477875152, 3.5528408945189236, 4.147792585509608, 4.64354479041084, 4.954562650053043]
[2025-09-24 16:28:25,532] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-24 16:28:25,551] [SEDG] [INFO] Val  Mean&Var: [(80.43831, 0.55732775), (69.164856, 0.768159), (55.78103, 0.75848144)]
[2025-09-24 16:28:25,551] [SEDG] [INFO] Test  Mean&Var: [(41.702744, 0.83265144), (34.15404, 0.6773955), (32.18795, 0.8587986), (30.375181, 0.7747111), (29.013348, 0.6374193), (28.093433, 0.734854)]
