[2025-06-05 02:31:53,082] [SEDG] [INFO] 
[2025-06-05 02:31:53,089] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-05 02:49:25,374] [SEDG] [INFO] Epoch:0 || Train Acc@1  27.08 ( 18.69), Train Cla Loss 4.3123e+02 (8.6252e+02)
[2025-06-05 02:49:39,213] [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
[2025-06-05 02:49:39,214] [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]
[2025-06-05 02:49:39,292] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-05 03:06:58,277] [SEDG] [INFO] Epoch:1 || Train Acc@1  68.12 ( 47.27), Train Cla Loss 1.9003e+02 (3.0986e+02)
[2025-06-05 03:07:13,168] [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
[2025-06-05 03:07:13,168] [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]
[2025-06-05 03:07:13,213] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-05 03:24:48,654] [SEDG] [INFO] Epoch:2 || Train Acc@1  86.88 ( 77.22), Train Cla Loss 9.0047e+01 (1.4171e+02)
[2025-06-05 03:25:00,686] [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
[2025-06-05 03:25:00,686] [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]
[2025-06-05 03:25:00,753] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-05 03:42:17,237] [SEDG] [INFO] Epoch:3 || Train Acc@1  90.21 ( 88.28), Train Cla Loss 6.3751e+01 (7.6807e+01)
[2025-06-05 03:42:27,236] [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
[2025-06-05 03:42:27,238] [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]
[2025-06-05 03:42:27,272] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-05 03:59:58,399] [SEDG] [INFO] Epoch:4 || Train Acc@1  93.12 ( 92.18), Train Cla Loss 4.7078e+01 (5.2152e+01)
[2025-06-05 04:00:12,191] [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
[2025-06-05 04:00:12,193] [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]
[2025-06-05 04:00:12,235] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-05 04:17:34,966] [SEDG] [INFO] Epoch:5 || Train Acc@1  92.92 ( 93.80), Train Cla Loss 4.7992e+01 (4.0831e+01)
[2025-06-05 04:17:46,121] [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
[2025-06-05 04:17:46,121] [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]
[2025-06-05 04:17:46,143] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-05 04:34:34,177] [SEDG] [INFO] Epoch:6 || Train Acc@1  96.04 ( 94.99), Train Cla Loss 2.4642e+01 (3.2511e+01)
[2025-06-05 04:34:43,867] [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
[2025-06-05 04:34:43,867] [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]
[2025-06-05 04:34:43,900] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-05 04:51:58,898] [SEDG] [INFO] Epoch:7 || Train Acc@1  97.08 ( 95.98), Train Cla Loss 1.6783e+01 (2.5958e+01)
[2025-06-05 04:52:17,318] [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
[2025-06-05 04:52:17,318] [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]
[2025-06-05 04:52:17,404] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-05 05:09:53,705] [SEDG] [INFO] Epoch:8 || Train Acc@1  96.25 ( 96.69), Train Cla Loss 2.1247e+01 (2.1421e+01)
[2025-06-05 05:10:09,139] [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
[2025-06-05 05:10:09,139] [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]
[2025-06-05 05:10:09,169] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-05 05:27:40,524] [SEDG] [INFO] Epoch:9 || Train Acc@1  97.71 ( 97.09), Train Cla Loss 1.7276e+01 (1.8585e+01)
[2025-06-05 05:27:54,568] [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
[2025-06-05 05:27:54,570] [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]
[2025-06-05 05:27:54,606] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-05 05:45:24,090] [SEDG] [INFO] Epoch:10 || Train Acc@1  97.92 ( 97.69), Train Cla Loss 1.3098e+01 (1.4782e+01)
[2025-06-05 05:45:34,926] [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
[2025-06-05 05:45:34,926] [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]
[2025-06-05 05:45:34,953] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-05 06:03:11,957] [SEDG] [INFO] Epoch:11 || Train Acc@1  97.50 ( 97.90), Train Cla Loss 1.5727e+01 (1.3048e+01)
[2025-06-05 06:03:19,979] [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
[2025-06-05 06:03:19,979] [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]
[2025-06-05 06:03:20,006] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-05 06:20:22,767] [SEDG] [INFO] Epoch:12 || Train Acc@1  98.54 ( 98.30), Train Cla Loss 7.5228e+00 (1.0957e+01)
[2025-06-05 06:20:33,412] [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
[2025-06-05 06:20:33,412] [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]
[2025-06-05 06:20:33,437] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-05 06:38:18,399] [SEDG] [INFO] Epoch:13 || Train Acc@1  99.38 ( 98.49), Train Cla Loss 5.7396e+00 (9.4367e+00)
[2025-06-05 06:38:34,526] [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
[2025-06-05 06:38:34,527] [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]
[2025-06-05 06:38:34,567] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-05 06:56:03,885] [SEDG] [INFO] Epoch:14 || Train Acc@1  98.96 ( 98.74), Train Cla Loss 5.1764e+00 (7.9418e+00)
[2025-06-05 06:56:18,640] [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
[2025-06-05 06:56:18,667] [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]
[2025-06-05 06:56:18,748] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-05 07:13:28,138] [SEDG] [INFO] Epoch:15 || Train Acc@1  99.38 ( 98.96), Train Cla Loss 3.5287e+00 (6.7723e+00)
[2025-06-05 07:13:41,520] [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
[2025-06-05 07:13:41,520] [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]
[2025-06-05 07:13:41,545] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-05 07:30:48,453] [SEDG] [INFO] Epoch:16 || Train Acc@1  99.17 ( 99.12), Train Cla Loss 6.1080e+00 (5.7505e+00)
[2025-06-05 07:30:59,259] [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
[2025-06-05 07:30:59,259] [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]
[2025-06-05 07:30:59,281] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-05 07:47:55,384] [SEDG] [INFO] Epoch:17 || Train Acc@1  98.54 ( 99.27), Train Cla Loss 7.1581e+00 (4.9244e+00)
[2025-06-05 07:48:06,766] [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
[2025-06-05 07:48:06,766] [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]
[2025-06-05 07:48:06,818] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-05 08:05:17,967] [SEDG] [INFO] Epoch:18 || Train Acc@1  99.38 ( 99.35), Train Cla Loss 3.1345e+00 (4.6009e+00)
[2025-06-05 08:05:30,131] [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
[2025-06-05 08:05:30,132] [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]
[2025-06-05 08:05:30,159] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-05 08:22:18,011] [SEDG] [INFO] Epoch:19 || Train Acc@1  99.79 ( 99.50), Train Cla Loss 2.6920e+00 (3.5524e+00)
[2025-06-05 08:22:32,241] [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
[2025-06-05 08:22:32,245] [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]
[2025-06-05 08:22:32,277] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-05 08:39:32,844] [SEDG] [INFO] Epoch:20 || Train Acc@1  99.58 ( 99.63), Train Cla Loss 2.9206e+00 (2.9523e+00)
[2025-06-05 08:39:42,960] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [91.58523559570312, 81.2975082397461, 66.20521545410156], Val Loss  [0.3419818471425519, 0.8652651393452374, 1.82255492691885] || Best Acc@1:79.696
[2025-06-05 08:39:42,960] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [49.13138198852539, 39.30510330200195, 34.147666931152344, 36.10206604003906, 36.834964752197266, 39.73941421508789], Test Loss [3.3485808434626176, 4.6243525265870735, 6.0214533790315015, 6.747831717376212, 7.359363206434716, 7.874276196917804]
[2025-06-05 08:39:42,990] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-05 08:56:24,417] [SEDG] [INFO] Epoch:21 || Train Acc@1  99.79 ( 99.62), Train Cla Loss 2.3063e+00 (2.9120e+00)
[2025-06-05 08:56:40,439] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [91.06949615478516, 80.4560317993164, 65.3094482421875], Val Loss  [0.3700831484668418, 0.9425504772593222, 1.981723058883841] || Best Acc@1:79.696
[2025-06-05 08:56:40,444] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [48.479915618896484, 37.89359664916992, 33.95765686035156, 35.884910583496094, 37.486427307128906, 39.11509323120117], Test Loss [3.636302160517789, 5.068974922068344, 6.657101256839615, 7.516694245975258, 8.117017491244338, 8.567865064167433]
[2025-06-05 08:56:40,506] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-05 09:13:52,298] [SEDG] [INFO] Epoch:22 || Train Acc@1  99.58 ( 99.71), Train Cla Loss 2.3628e+00 (2.4346e+00)
[2025-06-05 09:14:07,632] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [91.09663391113281, 80.83605194091797, 65.41802978515625], Val Loss  [0.34458062047872945, 0.8701370403122047, 1.8078960475393537] || Best Acc@1:79.696
[2025-06-05 09:14:07,637] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [49.72855758666992, 39.27796173095703, 34.06623458862305, 36.10206604003906, 36.074920654296875, 39.30510330200195], Test Loss [3.229595261986947, 4.4954828361734895, 6.032284489672036, 6.9197985978390575, 7.737576433424064, 8.34904465690886]
[2025-06-05 09:14:07,686] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-05 09:28:37,174] [SEDG] [INFO] Epoch:23 || Train Acc@1  99.38 ( 99.74), Train Cla Loss 3.7954e+00 (2.2525e+00)
[2025-06-05 09:28:50,551] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [90.74375915527344, 79.9402847290039, 64.6579818725586], Val Loss  [0.37439000769139114, 0.9160743608148556, 1.832759716223428] || Best Acc@1:79.696
[2025-06-05 09:28:50,551] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [48.2899055480957, 39.35939407348633, 33.55049133300781, 35.58631896972656, 36.074920654296875, 38.65363693237305], Test Loss [3.350214688708029, 4.577612608185809, 6.076656271658037, 6.948987383019264, 7.629084169282199, 8.260941148192565]
[2025-06-05 09:28:50,584] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-05 09:40:50,182] [SEDG] [INFO] Epoch:24 || Train Acc@1  99.79 ( 99.74), Train Cla Loss 1.5591e+00 (2.2476e+00)
[2025-06-05 09:41:05,023] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [91.06949615478516, 80.34745025634766, 64.84799194335938], Val Loss  [0.35061444281463905, 0.8612737552739121, 1.7820130982694098] || Best Acc@1:79.696
[2025-06-05 09:41:05,024] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [47.82844924926758, 38.2464714050293, 33.713356018066406, 35.206298828125, 36.37350845336914, 38.70792770385742], Test Loss [3.2532517591594483, 4.569821833010994, 6.084428130221289, 6.967762919124641, 7.8788301641855645, 8.480077936128996]
[2025-06-05 09:41:05,068] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-05 09:53:52,140] [SEDG] [INFO] Epoch:25 || Train Acc@1  99.58 ( 99.77), Train Cla Loss 2.3835e+00 (1.9378e+00)
[2025-06-05 09:54:07,656] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [91.58523559570312, 81.4332275390625, 66.09663391113281], Val Loss  [0.33256759176619277, 0.8199348527367806, 1.7296020662357443] || Best Acc@1:79.705
[2025-06-05 09:54:07,656] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [49.701412200927734, 39.98371505737305, 34.01194381713867, 35.64060974121094, 36.129207611083984, 39.30510330200195], Test Loss [3.215867206794043, 4.609966655507538, 6.281506864566368, 7.394083854041581, 8.353313756688022, 9.015027804172776]
[2025-06-05 09:54:07,741] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-05 10:07:43,130] [SEDG] [INFO] Epoch:26 || Train Acc@1 100.00 ( 99.83), Train Cla Loss 2.3427e+00 (1.6831e+00)
[2025-06-05 10:08:06,576] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [88.62649536132812, 79.09880828857422, 65.25515747070312], Val Loss  [0.4288703534230347, 0.9206661941174187, 1.7715108204353904] || Best Acc@1:79.705
[2025-06-05 10:08:06,577] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [48.91422653198242, 39.46797180175781, 34.120521545410156, 34.147666931152344, 35.17915344238281, 38.436485290527344], Test Loss [3.184165252536438, 4.4870448718241835, 6.160187592335555, 7.205305868328977, 8.077331008662618, 8.651377289613606]
[2025-06-05 10:08:06,625] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-05 10:22:10,841] [SEDG] [INFO] Epoch:27 || Train Acc@1  99.58 ( 99.81), Train Cla Loss 1.6186e+00 (1.7086e+00)
[2025-06-05 10:22:29,087] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [91.42237091064453, 81.08035278320312, 66.04235076904297], Val Loss  [0.3616444704878214, 0.9319469037584063, 1.9361554213377863] || Best Acc@1:79.705
[2025-06-05 10:22:29,087] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [48.4527702331543, 38.78936004638672, 33.38762283325195, 35.043434143066406, 36.6178092956543, 38.8979377746582], Test Loss [3.536283295783624, 4.900824602729723, 6.5381686648639095, 7.494885130891582, 8.367875375654489, 9.09783014490084]
[2025-06-05 10:22:29,141] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-05 10:36:22,653] [SEDG] [INFO] Epoch:28 || Train Acc@1 100.00 ( 99.86), Train Cla Loss 1.4246e+00 (1.4168e+00)
[2025-06-05 10:36:36,807] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [85.61346435546875, 74.07709503173828, 58.686214447021484], Val Loss  [0.5763074659563431, 1.2647997738872367, 2.2550893622034924] || Best Acc@1:79.705
[2025-06-05 10:36:36,807] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [43.1867561340332, 36.72638702392578, 32.57329177856445, 35.722042083740234, 36.672096252441406, 38.870792388916016], Test Loss [3.775093122103315, 5.08616871010597, 6.647620693480153, 7.536402149386825, 8.268754667101932, 8.786760519692486]
[2025-06-05 10:36:36,898] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-05 10:52:23,486] [SEDG] [INFO] Epoch:29 || Train Acc@1  99.79 ( 99.86), Train Cla Loss 1.1509e+00 (1.4052e+00)
[2025-06-05 10:52:48,657] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [88.78936004638672, 77.8230209350586, 62.54071807861328], Val Loss  [0.4970857151556481, 1.1647398712580679, 2.3981566980529685] || Best Acc@1:79.705
[2025-06-05 10:52:48,660] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [44.6796989440918, 36.23778533935547, 30.048860549926758, 33.116180419921875, 35.667755126953125, 37.73072814941406], Test Loss [4.062921002167444, 5.574375387900039, 7.392139254641455, 8.299082706339584, 9.087832332822321, 9.883369837211086]
[2025-06-05 10:52:48,708] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-05 11:11:22,024] [SEDG] [INFO] Epoch:30 || Train Acc@1 100.00 ( 99.87), Train Cla Loss 6.9964e-01 (1.2807e+00)
[2025-06-05 11:11:41,240] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [86.29207611083984, 75.13572692871094, 57.87187957763672], Val Loss  [0.6047762941071576, 1.3345429765285033, 2.5428185758062605] || Best Acc@1:79.705
[2025-06-05 11:11:41,268] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [43.45819854736328, 36.50923156738281, 32.46471405029297, 34.120521545410156, 36.889251708984375, 40.28230285644531], Test Loss [4.1809035263931325, 5.585038542359194, 7.366202046894483, 8.553458504257451, 9.582159250489275, 10.499344142329809]
[2025-06-05 11:11:41,289] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-05 11:30:36,009] [SEDG] [INFO] Epoch:31 || Train Acc@1 100.00 ( 99.78), Train Cla Loss 1.6182e+00 (1.7279e+00)
[2025-06-05 11:30:55,683] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [91.06949615478516, 81.2975082397461, 65.63518524169922], Val Loss  [0.3825986434368823, 0.9294428066244342, 2.0030482335665325] || Best Acc@1:79.705
[2025-06-05 11:30:55,685] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [47.719871520996094, 38.2464714050293, 31.48751449584961, 33.76764678955078, 34.79913330078125, 37.73072814941406], Test Loss [3.8093827601752763, 5.451684290112424, 7.4180815786802805, 8.696419299619594, 9.599760347546505, 10.225968503796706]
[2025-06-05 11:30:55,712] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-05 11:50:19,436] [SEDG] [INFO] Epoch:32 || Train Acc@1  99.38 ( 99.81), Train Cla Loss 2.9457e+00 (1.6988e+00)
[2025-06-05 11:50:45,325] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [91.01520538330078, 81.92182922363281, 67.18241119384766], Val Loss  [0.3619815272791766, 0.8737744929736134, 1.8172976978438684] || Best Acc@1:80.040
[2025-06-05 11:50:45,325] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [49.34853744506836, 39.98371505737305, 32.92616653442383, 34.98914337158203, 36.80781936645508, 39.54940414428711], Test Loss [3.309760132519352, 4.636655439383044, 6.252767677804158, 7.269774241245531, 8.30303089315806, 9.277466578281663]
[2025-06-05 11:50:45,349] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-05 12:09:53,735] [SEDG] [INFO] Epoch:33 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 4.8941e-01 (1.0617e+00)
[2025-06-05 12:10:21,185] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [91.58523559570312, 81.84039306640625, 66.44951629638672], Val Loss  [0.355980839519625, 0.8833426021597672, 1.933513740763214] || Best Acc@1:80.040
[2025-06-05 12:10:21,186] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [48.15418243408203, 36.7535285949707, 32.05754852294922, 33.63192367553711, 35.53203201293945, 39.52225875854492], Test Loss [3.740605109677641, 5.393386542602936, 7.415750932227517, 8.690505496842077, 9.463974402859467, 10.139402818213846]
[2025-06-05 12:10:21,237] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-05 12:29:56,420] [SEDG] [INFO] Epoch:34 || Train Acc@1  99.58 ( 99.88), Train Cla Loss 1.5992e+00 (1.1713e+00)
[2025-06-05 12:30:25,198] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [92.37242126464844, 83.57763671875, 69.40825653076172], Val Loss  [0.3258362307731997, 0.8090901446653112, 1.7240042888380418] || Best Acc@1:81.786
[2025-06-05 12:30:25,198] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [53.583065032958984, 43.29533386230469, 34.66341018676758, 35.206298828125, 36.15635299682617, 39.30510330200195], Test Loss [3.118503137209516, 4.486120425917038, 6.333384026145314, 7.610068867959883, 8.667026199812998, 9.770831681229781]
[2025-06-05 12:30:25,228] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-05 12:49:46,468] [SEDG] [INFO] Epoch:35 || Train Acc@1 100.00 ( 99.95), Train Cla Loss 6.6054e-01 (8.8658e-01)
[2025-06-05 12:50:15,643] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [92.453857421875, 83.65907287597656, 69.2453842163086], Val Loss  [0.32100811859149886, 0.795398126693036, 1.744986265800675] || Best Acc@1:81.786
[2025-06-05 12:50:15,643] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [51.981544494628906, 40.74375915527344, 33.7947883605957, 34.961997985839844, 36.78067398071289, 39.87513732910156], Test Loss [3.236876226015122, 4.733610451415618, 6.73906926145771, 8.081798609382554, 9.305801028149135, 10.34360430838619]
[2025-06-05 12:50:15,679] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-05 13:09:27,912] [SEDG] [INFO] Epoch:36 || Train Acc@1  99.58 ( 99.82), Train Cla Loss 2.2951e+00 (1.6271e+00)
[2025-06-05 13:09:54,781] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [85.96634674072266, 73.45277404785156, 58.79479217529297], Val Loss  [0.7573131292767168, 1.5688729328907274, 2.963010031547919] || Best Acc@1:81.786
[2025-06-05 13:09:54,792] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [46.55266189575195, 37.83930587768555, 33.90336608886719, 34.82627868652344, 36.15635299682617, 35.64060974121094], Test Loss [4.831261721806728, 6.614439207878486, 8.464973990226024, 9.840055288631675, 10.640991689327874, 11.73700265542692]
[2025-06-05 13:09:54,907] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-05 13:29:01,924] [SEDG] [INFO] Epoch:37 || Train Acc@1 100.00 ( 99.75), Train Cla Loss 9.0565e-01 (1.8657e+00)
[2025-06-05 13:29:21,752] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [90.4723129272461, 81.16178131103516, 66.17807006835938], Val Loss  [0.4101953729016385, 0.9255200593401632, 1.9117547238688515] || Best Acc@1:81.786
[2025-06-05 13:29:21,762] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [48.2899055480957, 38.680782318115234, 30.510316848754883, 32.73615646362305, 35.206298828125, 37.242130279541016], Test Loss [3.4473800519390294, 4.940180879462425, 6.748513591406011, 7.794500487635112, 8.785429825611923, 9.781694822280338]
[2025-06-05 13:29:21,845] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-05 13:48:14,716] [SEDG] [INFO] Epoch:38 || Train Acc@1 100.00 ( 99.95), Train Cla Loss 3.5930e-01 (7.4428e-01)
[2025-06-05 13:48:41,311] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [92.53529357910156, 83.30619049072266, 69.65255737304688], Val Loss  [0.337914985170776, 0.8445256103910141, 1.8324717310430172] || Best Acc@1:81.831
[2025-06-05 13:48:41,311] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [54.26167297363281, 43.64820861816406, 36.264930725097656, 36.91639709472656, 37.56786346435547, 39.11509323120117], Test Loss [3.3394680131918446, 4.8171117701825565, 6.7712121429194845, 8.047224159737752, 9.125038084844036, 10.192291079592627]
[2025-06-05 13:48:41,369] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-05 14:07:56,883] [SEDG] [INFO] Epoch:39 || Train Acc@1 100.00 ( 99.96), Train Cla Loss 8.1765e-01 (7.1787e-01)
[2025-06-05 14:08:23,961] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [91.82953643798828, 83.08903503417969, 68.1324691772461], Val Loss  [0.3395001912180104, 0.7916120735364163, 1.6988405554224693] || Best Acc@1:81.831
[2025-06-05 14:08:23,961] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [51.71009826660156, 40.74375915527344, 34.01194381713867, 34.58197784423828, 35.99348831176758, 40.17372512817383], Test Loss [3.0369234652006667, 4.415846262381986, 6.30769725420576, 7.524029576428938, 8.69739619140128, 9.639462203855235]
[2025-06-05 14:08:23,988] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-05 14:27:50,890] [SEDG] [INFO] Epoch:40 || Train Acc@1 100.00 ( 99.96), Train Cla Loss 1.0304e+00 (7.6925e-01)
[2025-06-05 14:28:10,442] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [91.36808013916016, 82.22041320800781, 67.26384735107422], Val Loss  [0.3662699194873777, 0.8457673325989068, 1.7292135087985558] || Best Acc@1:81.831
[2025-06-05 14:28:10,442] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [49.67427062988281, 39.87513732910156, 31.48751449584961, 32.79044723510742, 34.98914337158203, 38.76221466064453], Test Loss [3.1060041697871803, 4.526939875139864, 6.269703279489026, 7.259671588674042, 8.171040539632791, 9.113285105080868]
[2025-06-05 14:28:10,467] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-05 14:53:08,872] [SEDG] [INFO] Epoch:41 || Train Acc@1 100.00 ( 99.81), Train Cla Loss 4.4407e-01 (1.4653e+00)
[2025-06-05 14:53:24,296] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [93.07817840576172, 83.79479217529297, 70.19544219970703], Val Loss  [0.3199523739298314, 0.861555836390983, 1.90400601675922] || Best Acc@1:82.356
[2025-06-05 14:53:24,296] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [52.1444091796875, 40.63518142700195, 34.690555572509766, 35.206298828125, 36.59066390991211, 38.816505432128906], Test Loss [3.7246206932813415, 5.4634411435950465, 7.488767196767105, 8.754032027837896, 9.488232721334947, 10.160684191054552]
[2025-06-05 14:53:24,334] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-05 15:21:39,365] [SEDG] [INFO] Epoch:42 || Train Acc@1 100.00 ( 99.94), Train Cla Loss 4.3344e-01 (7.2971e-01)
[2025-06-05 15:21:57,527] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [93.15961456298828, 84.88056945800781, 72.06840515136719], Val Loss  [0.2951344584603263, 0.7361780840915655, 1.5716103505622292] || Best Acc@1:83.370
[2025-06-05 15:21:57,527] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [55.8360481262207, 44.48968505859375, 37.649295806884766, 37.920738220214844, 38.436485290527344, 40.418025970458984], Test Loss [2.9776883839784305, 4.459721847931803, 6.4650979896321745, 7.814184109628783, 8.871495520253134, 9.668121340997056]
[2025-06-05 15:21:57,556] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-05 15:48:08,033] [SEDG] [INFO] Epoch:43 || Train Acc@1 100.00 ( 99.96), Train Cla Loss 4.6772e-01 (7.2070e-01)
[2025-06-05 15:48:23,172] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [92.26384735107422, 83.63192749023438, 68.24104309082031], Val Loss  [0.33768454701290845, 0.7916785430053934, 1.7184939438822993] || Best Acc@1:83.370
[2025-06-05 15:48:23,172] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [49.837135314941406, 39.5765495300293, 33.306190490722656, 34.25624465942383, 36.536373138427734, 41.585235595703125], Test Loss [3.1609138362959075, 4.613361967503054, 6.4739833437270375, 7.573772419547414, 8.724484477835292, 9.687488586972513]
[2025-06-05 15:48:23,195] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-05 16:15:31,559] [SEDG] [INFO] Epoch:44 || Train Acc@1 100.00 ( 99.92), Train Cla Loss 4.3872e-01 (8.7489e-01)
[2025-06-05 16:15:47,363] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [91.9381103515625, 82.79045104980469, 69.95114135742188], Val Loss  [0.3547114778419271, 0.8790158509528598, 1.8246384816371657] || Best Acc@1:83.370
[2025-06-05 16:15:47,364] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [53.85450744628906, 43.919654846191406, 36.264930725097656, 36.80781936645508, 36.99782943725586, 37.97502899169922], Test Loss [3.3691361928995733, 4.893173703929889, 6.833901844894459, 8.113557315416367, 9.172912880341471, 10.003476997151825]
[2025-06-05 16:15:47,400] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-05 16:43:38,806] [SEDG] [INFO] Epoch:45 || Train Acc@1 100.00 ( 99.98), Train Cla Loss 5.5083e-01 (6.1673e-01)
[2025-06-05 16:43:52,614] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [93.24104309082031, 85.99349212646484, 72.52986145019531], Val Loss  [0.2603805055690122, 0.670979975877445, 1.4760314754243782] || Best Acc@1:83.921
[2025-06-05 16:43:52,615] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [55.45602798461914, 43.973941802978516, 36.699241638183594, 36.80781936645508, 37.486427307128906, 40.09229278564453], Test Loss [2.8528930667168932, 4.373695264810071, 6.322173230422824, 7.525756419675746, 8.544807328463378, 9.379337289046]
[2025-06-05 16:43:52,641] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-05 17:12:18,909] [SEDG] [INFO] Epoch:46 || Train Acc@1 100.00 ( 99.99), Train Cla Loss 4.0393e-01 (4.9952e-01)
[2025-06-05 17:12:32,181] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [93.29533386230469, 84.90771484375, 71.93268585205078], Val Loss  [0.299222269414011, 0.7229583667233247, 1.5601301199061863] || Best Acc@1:83.921
[2025-06-05 17:12:32,183] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [55.32030487060547, 43.48534393310547, 37.32356262207031, 37.78501892089844, 39.16938400268555, 42.345279693603516], Test Loss [3.0182442773825184, 4.523639133776438, 6.5318195563574175, 7.87106141205331, 8.93316566516988, 9.873586567683018]
[2025-06-05 17:12:32,219] [SEDG] [INFO] ==================================== Epoch 47 ====================================
