[2025-06-02 11:02:00,782] [SEDG] [INFO] 
[2025-06-02 11:02:00,783] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-02 11:10:10,458] [SEDG] [INFO] Epoch:0 || Train Acc@1  27.08 ( 18.69), Train Cla Loss 4.3123e+02 (8.6252e+02)
[2025-06-02 11:10:15,119] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [29.668838500976562, 26.492942810058594, 23.235614776611328], Val Loss  [1.9180783200341638, 2.0054332557640944, 2.0665496249928923] || Best Acc@1:26.466
[2025-06-02 11:10:15,119] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [19.951141357421875, 18.756786346435547, 19.435396194458008, 25.461456298828125, 27.307275772094727, 27.90445327758789], Test Loss [2.1105734595258383, 2.150983545213258, 2.1508516760524787, 2.0593712353162736, 2.015509964200495, 1.9674531031120872]
[2025-06-02 11:10:15,142] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-02 11:18:23,940] [SEDG] [INFO] Epoch:1 || Train Acc@1  68.12 ( 47.27), Train Cla Loss 1.9003e+02 (3.0986e+02)
[2025-06-02 11:18:28,600] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [54.180240631103516, 43.946800231933594, 34.88056564331055], Val Loss  [1.3662661446033937, 1.6925031820415286, 1.981463130988205] || Best Acc@1:44.336
[2025-06-02 11:18:28,600] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [25.922910690307617, 22.3398494720459, 23.805646896362305, 27.062976837158203, 28.58306312561035, 30.537460327148438], Test Loss [2.2213843202746264, 2.3885060956501416, 2.507958468086168, 2.557759336229256, 2.695845276214401, 2.8114003117775686]
[2025-06-02 11:18:28,620] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-02 11:26:37,701] [SEDG] [INFO] Epoch:2 || Train Acc@1  86.88 ( 77.22), Train Cla Loss 9.0047e+01 (1.4171e+02)
[2025-06-02 11:26:42,232] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [66.42237091064453, 54.61455154418945, 40.98805618286133], Val Loss  [1.0227276704210413, 1.4947031095672507, 2.055489360315404] || Best Acc@1:54.008
[2025-06-02 11:26:42,233] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [30.4017391204834, 25.814332962036133, 24.484256744384766, 27.877307891845703, 30.18458366394043, 32.79044723510742], Test Loss [2.6322681740751483, 3.0459756827898055, 3.4958248107363423, 3.7543385945236256, 4.071522057250579, 4.235114468813719]
[2025-06-02 11:26:42,257] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-02 11:34:52,562] [SEDG] [INFO] Epoch:3 || Train Acc@1  90.21 ( 88.28), Train Cla Loss 6.3751e+01 (7.6807e+01)
[2025-06-02 11:34:57,081] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [78.74593353271484, 66.39522552490234, 49.56569290161133], Val Loss  [0.701995852715806, 1.2015686637027256, 1.868481438012387] || Best Acc@1:64.902
[2025-06-02 11:34:57,081] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [38.11075210571289, 31.406082153320312, 30.157438278198242, 32.65472412109375, 34.66341018676758, 37.866451263427734], Test Loss [2.678700558137428, 3.2629763264609473, 3.7978370034345197, 4.093570470033328, 4.354810593570871, 4.606275580216697]
[2025-06-02 11:34:57,106] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-02 11:43:07,527] [SEDG] [INFO] Epoch:4 || Train Acc@1  93.12 ( 92.18), Train Cla Loss 4.7078e+01 (5.2152e+01)
[2025-06-02 11:43:12,108] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [79.77742004394531, 67.50814819335938, 51.11292266845703], Val Loss  [0.6362996344069316, 1.128901226901076, 1.8776797483332381] || Best Acc@1:66.133
[2025-06-02 11:43:12,108] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [38.219329833984375, 31.786102294921875, 29.505971908569336, 31.378936767578125, 32.3289909362793, 35.47774124145508], Test Loss [2.683735275113233, 3.312559432237855, 3.8694102616574164, 4.1306113062930025, 4.4356878821158645, 4.730333078179375]
[2025-06-02 11:43:12,137] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-02 11:51:22,371] [SEDG] [INFO] Epoch:5 || Train Acc@1  92.92 ( 93.80), Train Cla Loss 4.7992e+01 (4.0831e+01)
[2025-06-02 11:51:26,974] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [81.81324768066406, 66.66667175292969, 51.19435501098633], Val Loss  [0.6373504208042878, 1.1906524399592744, 1.9726698196672072] || Best Acc@1:66.558
[2025-06-02 11:51:26,975] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [36.889251708984375, 30.4017391204834, 27.985885620117188, 30.048860549926758, 32.30184555053711, 36.0206298828125], Test Loss [2.8854432020591214, 3.577741318494567, 4.198023886168042, 4.481596990206342, 4.7833734894420115, 4.992710629192937]
[2025-06-02 11:51:26,991] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-02 11:59:37,288] [SEDG] [INFO] Epoch:6 || Train Acc@1  96.04 ( 94.99), Train Cla Loss 2.4642e+01 (3.2511e+01)
[2025-06-02 11:59:41,829] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [82.62757873535156, 66.72095489501953, 49.1856689453125], Val Loss  [0.5882912513099198, 1.1892955194467054, 2.060272349985104] || Best Acc@1:66.558
[2025-06-02 11:59:41,829] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [37.3507080078125, 31.433225631713867, 29.858850479125977, 32.62757873535156, 34.58197784423828, 37.67644119262695], Test Loss [3.0047041329188144, 3.7750040428646225, 4.428149134794353, 4.720776992822703, 5.0068494271766095, 5.171113390099342]
[2025-06-02 11:59:41,867] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-02 12:07:52,397] [SEDG] [INFO] Epoch:7 || Train Acc@1  97.08 ( 95.98), Train Cla Loss 1.6783e+01 (2.5958e+01)
[2025-06-02 12:07:57,241] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [86.23778533935547, 72.61129760742188, 55.1031494140625], Val Loss  [0.48747589630878707, 1.0492183571918003, 1.901384580407158] || Best Acc@1:71.317
[2025-06-02 12:07:57,241] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [41.232357025146484, 32.81759262084961, 29.994571685791016, 32.003257751464844, 34.82627868652344, 37.83930587768555], Test Loss [3.006585962220978, 3.8724991537460673, 4.61548442716319, 5.0210654634606176, 5.322096506236819, 5.651892717964098]
[2025-06-02 12:07:57,271] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-02 12:16:07,493] [SEDG] [INFO] Epoch:8 || Train Acc@1  96.25 ( 96.69), Train Cla Loss 2.1247e+01 (2.1421e+01)
[2025-06-02 12:16:11,977] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [86.29207611083984, 74.3485336303711, 57.22041320800781], Val Loss  [0.48422832791890696, 1.0321811115314596, 1.9132994293001653] || Best Acc@1:72.620
[2025-06-02 12:16:11,978] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [40.960914611816406, 32.546146392822266, 29.288818359375, 31.54180335998535, 32.899024963378906, 35.34202194213867], Test Loss [3.103780433487038, 4.081033901593584, 5.035395906491854, 5.586464784044396, 5.953717474052106, 6.125219141621543]
[2025-06-02 12:16:12,007] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-02 12:24:22,982] [SEDG] [INFO] Epoch:9 || Train Acc@1  97.71 ( 97.09), Train Cla Loss 1.7276e+01 (1.8585e+01)
[2025-06-02 12:24:29,021] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [84.33767700195312, 69.7611312866211, 51.92725372314453], Val Loss  [0.6058997950647087, 1.2600903914883392, 2.2945490908545083] || Best Acc@1:72.620
[2025-06-02 12:24:29,021] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [37.32356262207031, 31.460371017456055, 29.261672973632812, 31.324647903442383, 33.713356018066406, 37.16069793701172], Test Loss [3.616537658710045, 4.540964727681312, 5.364991953784558, 5.776159524140994, 5.992711506759694, 6.130302379496323]
[2025-06-02 12:24:29,043] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-02 12:32:46,527] [SEDG] [INFO] Epoch:10 || Train Acc@1  97.92 ( 97.69), Train Cla Loss 1.3098e+01 (1.4782e+01)
[2025-06-02 12:32:52,698] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [88.24647521972656, 75.97720336914062, 58.27904510498047], Val Loss  [0.42978629984374156, 0.9902677085578248, 1.8881403436878217] || Best Acc@1:74.168
[2025-06-02 12:32:52,698] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [43.48534393310547, 34.3919677734375, 30.483171463012695, 33.876224517822266, 36.292076110839844, 37.62215042114258], Test Loss [3.198487710486794, 4.226288921281647, 5.234416091869242, 5.833137363098343, 6.184305414703071, 6.392717518324961]
[2025-06-02 12:32:52,745] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-02 12:41:03,921] [SEDG] [INFO] Epoch:11 || Train Acc@1  97.50 ( 97.90), Train Cla Loss 1.5727e+01 (1.3048e+01)
[2025-06-02 12:41:13,238] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [87.78501892089844, 76.38436889648438, 60.74918746948242], Val Loss  [0.4634508663357663, 0.9993288103454664, 1.923037715765863] || Best Acc@1:74.973
[2025-06-02 12:41:13,239] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [45.00543212890625, 35.99348831176758, 31.650381088256836, 32.81759262084961, 34.961997985839844, 37.67644119262695], Test Loss [3.116198063673336, 4.063685308450208, 5.229883774872323, 5.865783410274244, 6.453643805040987, 6.861645822804603]
[2025-06-02 12:41:13,268] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-02 12:49:25,009] [SEDG] [INFO] Epoch:12 || Train Acc@1  98.54 ( 98.30), Train Cla Loss 7.5228e+00 (1.0957e+01)
[2025-06-02 12:49:33,363] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [88.0021743774414, 75.0, 55.42888259887695], Val Loss  [0.4432703733735442, 1.017892493487181, 1.9946726494580993] || Best Acc@1:74.973
[2025-06-02 12:49:33,372] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [39.11509323120117, 31.596092224121094, 28.04017448425293, 32.491859436035156, 35.07057571411133, 38.30076217651367], Test Loss [3.2926027409805148, 4.315589512598243, 5.409760029385843, 5.948172013223754, 6.392176963607341, 6.594399489486644]
[2025-06-02 12:49:33,453] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-02 12:57:44,298] [SEDG] [INFO] Epoch:13 || Train Acc@1  99.38 ( 98.49), Train Cla Loss 5.7396e+00 (9.4367e+00)
[2025-06-02 12:57:49,742] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [86.50923156738281, 74.07709503173828, 58.22475814819336], Val Loss  [0.5011900889562861, 1.0306884260053355, 1.9290755730886802] || Best Acc@1:74.973
[2025-06-02 12:57:49,744] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [42.399566650390625, 34.25624465942383, 29.261672973632812, 31.54180335998535, 33.68621063232422, 36.78067398071289], Test Loss [3.2088463112275063, 4.154247181423324, 5.218946071711736, 5.694461605059596, 6.195342974088091, 6.51950804651366]
[2025-06-02 12:57:49,870] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-02 13:06:00,503] [SEDG] [INFO] Epoch:14 || Train Acc@1  98.96 ( 98.74), Train Cla Loss 5.1764e+00 (7.9418e+00)
[2025-06-02 13:06:06,296] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [83.03474426269531, 68.4310531616211, 51.2486457824707], Val Loss  [0.6707478018071054, 1.4369236700697907, 2.673385870184883] || Best Acc@1:74.973
[2025-06-02 13:06:06,296] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [37.21498489379883, 31.107492446899414, 28.58306312561035, 31.62323760986328, 33.82193374633789, 37.37785339355469], Test Loss [4.190911623864687, 5.253289558211833, 6.331992618424108, 6.885215585317208, 7.301307063149318, 7.595748913792911]
[2025-06-02 13:06:06,326] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-02 13:14:16,822] [SEDG] [INFO] Epoch:15 || Train Acc@1  99.38 ( 98.96), Train Cla Loss 3.5287e+00 (6.7723e+00)
[2025-06-02 13:14:21,477] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [84.06623840332031, 71.95983123779297, 56.05320358276367], Val Loss  [0.6401826413135964, 1.3270221311805304, 2.4036062423880016] || Best Acc@1:74.973
[2025-06-02 13:14:21,477] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [40.85233688354492, 33.19761276245117, 30.72747039794922, 31.35179328918457, 31.75895881652832, 34.82627868652344], Test Loss [3.9492081166866937, 5.226126459600095, 6.588639815389527, 7.390804728778255, 7.8540875655432085, 7.896488056120733]
[2025-06-02 13:14:21,508] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-02 13:22:32,603] [SEDG] [INFO] Epoch:16 || Train Acc@1  99.17 ( 99.12), Train Cla Loss 6.1080e+00 (5.7505e+00)
[2025-06-02 13:22:38,415] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [90.33659362792969, 79.34310913085938, 63.13789749145508], Val Loss  [0.36671460567934117, 0.8750141723148209, 1.783702288854394] || Best Acc@1:77.606
[2025-06-02 13:22:38,415] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [46.1454963684082, 36.482086181640625, 32.46471405029297, 34.31053161621094, 35.369163513183594, 38.436485290527344], Test Loss [3.2140894091478778, 4.469389154390714, 5.9031416849515335, 6.799767870079811, 7.473944956005979, 7.8758102721422425]
[2025-06-02 13:22:38,446] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-02 13:30:50,642] [SEDG] [INFO] Epoch:17 || Train Acc@1  98.54 ( 99.27), Train Cla Loss 7.1581e+00 (4.9244e+00)
[2025-06-02 13:30:56,166] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [85.47774505615234, 74.64712524414062, 59.4734001159668], Val Loss  [0.5486677419090892, 1.128072182984616, 2.0294066916071243] || Best Acc@1:77.606
[2025-06-02 13:30:56,167] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [43.1867561340332, 35.55917739868164, 32.81759262084961, 33.360477447509766, 35.2877311706543, 37.56786346435547], Test Loss [3.3411784886537235, 4.4092019202266535, 5.653203888125839, 6.3614405917810695, 6.929746335803103, 7.20373395056212]
[2025-06-02 13:30:56,193] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-02 13:39:06,680] [SEDG] [INFO] Epoch:18 || Train Acc@1  99.38 ( 99.35), Train Cla Loss 3.1345e+00 (4.6009e+00)
[2025-06-02 13:39:14,373] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [87.92073822021484, 75.89576721191406, 57.953311920166016], Val Loss  [0.49456266306510577, 1.1264745144580008, 2.3059782368352435] || Best Acc@1:77.606
[2025-06-02 13:39:14,373] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [41.55809020996094, 33.22475814819336, 28.71878433227539, 30.99891471862793, 33.713356018066406, 37.02497482299805], Test Loss [3.9473677263974367, 5.222916258274538, 6.739514352444329, 7.6481238607474955, 8.311574721569347, 8.831383748629195]
[2025-06-02 13:39:14,409] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-02 13:47:24,494] [SEDG] [INFO] Epoch:19 || Train Acc@1  99.79 ( 99.50), Train Cla Loss 2.6920e+00 (3.5524e+00)
[2025-06-02 13:47:31,010] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [87.4864273071289, 76.41151428222656, 58.82193374633789], Val Loss  [0.4911456660455524, 1.046032007431751, 2.0935322244314882] || Best Acc@1:77.606
[2025-06-02 13:47:31,011] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [42.64386749267578, 34.120521545410156, 29.315961837768555, 31.35179328918457, 33.170467376708984, 37.62215042114258], Test Loss [3.4943372807207638, 4.685948121819512, 6.054324131446863, 6.851622205603783, 7.671029942043441, 8.487712285417688]
[2025-06-02 13:47:31,046] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-02 13:55:40,862] [SEDG] [INFO] Epoch:20 || Train Acc@1  99.58 ( 99.63), Train Cla Loss 2.9206e+00 (2.9523e+00)
