[2025-06-04 10:08:03,189] [SEDG] [INFO] 
[2025-06-04 10:08:03,189] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-04 10:22:30,663] [SEDG] [INFO] Epoch:0 || Train Acc@1  27.08 ( 18.69), Train Cla Loss 4.3123e+02 (8.6252e+02)
[2025-06-04 10:23:00,292] [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
[2025-06-04 10:23:00,292] [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]
[2025-06-04 10:23:00,319] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-04 10:37:39,221] [SEDG] [INFO] Epoch:1 || Train Acc@1  68.12 ( 47.27), Train Cla Loss 1.9003e+02 (3.0986e+02)
[2025-06-04 10:37:55,586] [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
[2025-06-04 10:37:55,586] [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]
[2025-06-04 10:37:55,671] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-04 10:51:10,524] [SEDG] [INFO] Epoch:2 || Train Acc@1  86.88 ( 77.22), Train Cla Loss 9.0047e+01 (1.4171e+02)
[2025-06-04 10:51:27,455] [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
[2025-06-04 10:51:27,455] [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]
[2025-06-04 10:51:27,478] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-04 11:04:59,618] [SEDG] [INFO] Epoch:3 || Train Acc@1  90.21 ( 88.28), Train Cla Loss 6.3751e+01 (7.6807e+01)
[2025-06-04 11:05:14,164] [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
[2025-06-04 11:05:14,165] [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]
[2025-06-04 11:05:14,247] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-04 11:18:32,500] [SEDG] [INFO] Epoch:4 || Train Acc@1  93.12 ( 92.18), Train Cla Loss 4.7078e+01 (5.2152e+01)
[2025-06-04 11:18:49,795] [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
[2025-06-04 11:18:49,795] [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]
[2025-06-04 11:18:49,826] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-04 11:31:52,807] [SEDG] [INFO] Epoch:5 || Train Acc@1  92.92 ( 93.80), Train Cla Loss 4.7992e+01 (4.0831e+01)
[2025-06-04 11:32:08,097] [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
[2025-06-04 11:32:08,097] [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]
[2025-06-04 11:32:08,125] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-04 11:45:13,360] [SEDG] [INFO] Epoch:6 || Train Acc@1  96.04 ( 94.99), Train Cla Loss 2.4642e+01 (3.2511e+01)
[2025-06-04 11:45:39,289] [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
[2025-06-04 11:45:39,327] [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]
[2025-06-04 11:45:39,535] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-04 11:57:29,733] [SEDG] [INFO] Epoch:7 || Train Acc@1  97.08 ( 95.98), Train Cla Loss 1.6783e+01 (2.5958e+01)
[2025-06-04 11:57:49,380] [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
[2025-06-04 11:57:49,391] [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]
[2025-06-04 11:57:49,466] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-04 12:10:04,604] [SEDG] [INFO] Epoch:8 || Train Acc@1  96.25 ( 96.69), Train Cla Loss 2.1247e+01 (2.1421e+01)
[2025-06-04 12:10:15,693] [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
[2025-06-04 12:10:15,694] [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]
[2025-06-04 12:10:15,730] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-04 12:21:11,838] [SEDG] [INFO] Epoch:9 || Train Acc@1  97.71 ( 97.09), Train Cla Loss 1.7276e+01 (1.8585e+01)
[2025-06-04 12:21:25,489] [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
[2025-06-04 12:21:25,489] [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]
[2025-06-04 12:21:25,528] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-04 12:32:17,717] [SEDG] [INFO] Epoch:10 || Train Acc@1  97.92 ( 97.69), Train Cla Loss 1.3098e+01 (1.4782e+01)
[2025-06-04 12:32:33,478] [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
[2025-06-04 12:32:33,478] [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]
[2025-06-04 12:32:33,513] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-04 12:43:56,849] [SEDG] [INFO] Epoch:11 || Train Acc@1  97.50 ( 97.90), Train Cla Loss 1.5727e+01 (1.3048e+01)
[2025-06-04 12:44:12,757] [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
[2025-06-04 12:44:12,757] [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]
[2025-06-04 12:44:12,792] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-04 12:55:22,593] [SEDG] [INFO] Epoch:12 || Train Acc@1  98.54 ( 98.30), Train Cla Loss 7.5228e+00 (1.0957e+01)
[2025-06-04 12:55:42,517] [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
[2025-06-04 12:55:42,518] [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]
[2025-06-04 12:55:42,554] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-04 13:07:47,113] [SEDG] [INFO] Epoch:13 || Train Acc@1  99.38 ( 98.49), Train Cla Loss 5.7396e+00 (9.4367e+00)
[2025-06-04 13:07:57,484] [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
[2025-06-04 13:07:57,485] [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]
[2025-06-04 13:07:57,523] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-04 13:18:54,925] [SEDG] [INFO] Epoch:14 || Train Acc@1  98.96 ( 98.74), Train Cla Loss 5.1764e+00 (7.9418e+00)
[2025-06-04 13:19:07,833] [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
[2025-06-04 13:19:07,836] [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]
[2025-06-04 13:19:07,894] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-04 13:30:15,157] [SEDG] [INFO] Epoch:15 || Train Acc@1  99.38 ( 98.96), Train Cla Loss 3.5287e+00 (6.7723e+00)
[2025-06-04 13:30:29,692] [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
[2025-06-04 13:30:29,696] [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]
[2025-06-04 13:30:29,812] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-04 13:41:58,847] [SEDG] [INFO] Epoch:16 || Train Acc@1  99.17 ( 99.12), Train Cla Loss 6.1080e+00 (5.7505e+00)
[2025-06-04 13:42:15,894] [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
[2025-06-04 13:42:15,897] [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]
[2025-06-04 13:42:15,955] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-04 13:54:54,969] [SEDG] [INFO] Epoch:17 || Train Acc@1  98.54 ( 99.27), Train Cla Loss 7.1581e+00 (4.9244e+00)
[2025-06-04 13:55:12,013] [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
[2025-06-04 13:55:12,013] [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]
[2025-06-04 13:55:12,052] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-04 14:09:33,350] [SEDG] [INFO] Epoch:18 || Train Acc@1  99.38 ( 99.35), Train Cla Loss 3.1345e+00 (4.6009e+00)
[2025-06-04 14:09:49,507] [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
[2025-06-04 14:09:49,522] [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]
[2025-06-04 14:09:49,594] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-04 14:25:17,738] [SEDG] [INFO] Epoch:19 || Train Acc@1  99.79 ( 99.50), Train Cla Loss 2.6920e+00 (3.5524e+00)
[2025-06-04 14:25:34,204] [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
[2025-06-04 14:25:34,205] [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]
[2025-06-04 14:25:34,263] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-04 14:42:08,978] [SEDG] [INFO] Epoch:20 || Train Acc@1  99.58 ( 99.63), Train Cla Loss 2.9206e+00 (2.9523e+00)
[2025-06-04 14:42:25,436] [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
[2025-06-04 14:42:25,436] [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]
[2025-06-04 14:42:25,480] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-04 14:56:27,146] [SEDG] [INFO] Epoch:21 || Train Acc@1  99.79 ( 99.62), Train Cla Loss 2.3063e+00 (2.9120e+00)
[2025-06-04 14:56:40,923] [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
[2025-06-04 14:56:40,924] [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]
[2025-06-04 14:56:40,965] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-04 15:09:22,078] [SEDG] [INFO] Epoch:22 || Train Acc@1  99.58 ( 99.71), Train Cla Loss 2.3628e+00 (2.4346e+00)
[2025-06-04 15:09:42,169] [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
[2025-06-04 15:09:42,180] [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]
[2025-06-04 15:09:42,261] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-04 15:23:14,308] [SEDG] [INFO] Epoch:23 || Train Acc@1  99.38 ( 99.74), Train Cla Loss 3.7954e+00 (2.2525e+00)
[2025-06-04 15:23:28,658] [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
[2025-06-04 15:23:28,667] [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]
[2025-06-04 15:23:28,728] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-04 15:36:51,893] [SEDG] [INFO] Epoch:24 || Train Acc@1  99.79 ( 99.74), Train Cla Loss 1.5591e+00 (2.2476e+00)
[2025-06-04 15:37:14,239] [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
[2025-06-04 15:37:14,240] [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]
[2025-06-04 15:37:14,275] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-04 15:50:51,800] [SEDG] [INFO] Epoch:25 || Train Acc@1  99.58 ( 99.77), Train Cla Loss 2.3835e+00 (1.9378e+00)
[2025-06-04 15:51:07,398] [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
[2025-06-04 15:51:07,398] [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]
[2025-06-04 15:51:07,428] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-04 16:04:10,165] [SEDG] [INFO] Epoch:26 || Train Acc@1 100.00 ( 99.83), Train Cla Loss 2.3427e+00 (1.6831e+00)
[2025-06-04 16:04:22,610] [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
[2025-06-04 16:04:22,611] [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]
[2025-06-04 16:04:22,680] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-04 16:17:40,105] [SEDG] [INFO] Epoch:27 || Train Acc@1  99.58 ( 99.81), Train Cla Loss 1.6186e+00 (1.7086e+00)
[2025-06-04 16:17:56,025] [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
[2025-06-04 16:17:56,025] [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]
[2025-06-04 16:17:56,123] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-04 16:30:39,282] [SEDG] [INFO] Epoch:28 || Train Acc@1 100.00 ( 99.86), Train Cla Loss 1.4246e+00 (1.4168e+00)
[2025-06-04 16:30:53,785] [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
[2025-06-04 16:30:53,796] [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]
[2025-06-04 16:30:53,843] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-04 16:44:35,358] [SEDG] [INFO] Epoch:29 || Train Acc@1  99.79 ( 99.86), Train Cla Loss 1.1509e+00 (1.4052e+00)
[2025-06-04 16:44:49,251] [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
[2025-06-04 16:44:49,252] [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]
[2025-06-04 16:44:49,276] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-04 16:57:49,362] [SEDG] [INFO] Epoch:30 || Train Acc@1 100.00 ( 99.87), Train Cla Loss 6.9964e-01 (1.2807e+00)
[2025-06-04 16:58:17,427] [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
[2025-06-04 16:58:17,444] [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]
[2025-06-04 16:58:17,559] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-04 17:11:21,280] [SEDG] [INFO] Epoch:31 || Train Acc@1 100.00 ( 99.78), Train Cla Loss 1.6182e+00 (1.7279e+00)
[2025-06-04 17:11:34,970] [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
[2025-06-04 17:11:34,971] [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]
[2025-06-04 17:11:35,023] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-04 17:22:33,214] [SEDG] [INFO] Epoch:32 || Train Acc@1  99.38 ( 99.81), Train Cla Loss 2.9457e+00 (1.6988e+00)
[2025-06-04 17:22:45,265] [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
[2025-06-04 17:22:45,265] [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]
[2025-06-04 17:22:45,289] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-04 17:33:24,530] [SEDG] [INFO] Epoch:33 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 4.8941e-01 (1.0617e+00)
[2025-06-04 17:33:40,342] [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
[2025-06-04 17:33:40,347] [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]
[2025-06-04 17:33:40,409] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-04 17:44:24,103] [SEDG] [INFO] Epoch:34 || Train Acc@1  99.58 ( 99.88), Train Cla Loss 1.5992e+00 (1.1713e+00)
[2025-06-04 17:44:39,700] [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
[2025-06-04 17:44:39,700] [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]
[2025-06-04 17:44:39,723] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-04 17:56:05,764] [SEDG] [INFO] Epoch:35 || Train Acc@1 100.00 ( 99.95), Train Cla Loss 6.6054e-01 (8.8658e-01)
[2025-06-04 17:56:20,447] [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
[2025-06-04 17:56:20,450] [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]
[2025-06-04 17:56:20,499] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-04 18:07:21,138] [SEDG] [INFO] Epoch:36 || Train Acc@1  99.58 ( 99.82), Train Cla Loss 2.2951e+00 (1.6271e+00)
[2025-06-04 18:07:34,063] [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
[2025-06-04 18:07:34,063] [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]
[2025-06-04 18:07:34,085] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-04 18:19:03,755] [SEDG] [INFO] Epoch:37 || Train Acc@1 100.00 ( 99.75), Train Cla Loss 9.0565e-01 (1.8657e+00)
[2025-06-04 18:19:22,754] [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
[2025-06-04 18:19:22,761] [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]
[2025-06-04 18:19:22,871] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-04 18:30:55,880] [SEDG] [INFO] Epoch:38 || Train Acc@1 100.00 ( 99.95), Train Cla Loss 3.5930e-01 (7.4428e-01)
[2025-06-04 18:31:10,752] [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
[2025-06-04 18:31:10,753] [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]
[2025-06-04 18:31:10,772] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-04 18:42:18,408] [SEDG] [INFO] Epoch:39 || Train Acc@1 100.00 ( 99.96), Train Cla Loss 8.1765e-01 (7.1787e-01)
[2025-06-04 18:42:32,165] [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
[2025-06-04 18:42:32,165] [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]
[2025-06-04 18:42:32,231] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-04 18:53:42,427] [SEDG] [INFO] Epoch:40 || Train Acc@1 100.00 ( 99.96), Train Cla Loss 1.0304e+00 (7.6925e-01)
[2025-06-04 18:53:58,342] [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
[2025-06-04 18:53:58,343] [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]
[2025-06-04 18:53:58,373] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-04 19:03:19,387] [SEDG] [INFO] Epoch:41 || Train Acc@1 100.00 ( 99.81), Train Cla Loss 4.4407e-01 (1.4653e+00)
[2025-06-04 19:03:30,052] [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
[2025-06-04 19:03:30,053] [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]
[2025-06-04 19:03:30,135] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-04 19:11:49,684] [SEDG] [INFO] Epoch:42 || Train Acc@1 100.00 ( 99.94), Train Cla Loss 4.3344e-01 (7.2971e-01)
[2025-06-04 19:11:58,324] [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
[2025-06-04 19:11:58,324] [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]
[2025-06-04 19:11:58,343] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-04 19:20:52,593] [SEDG] [INFO] Epoch:43 || Train Acc@1 100.00 ( 99.96), Train Cla Loss 4.6772e-01 (7.2070e-01)
[2025-06-04 19:21:06,316] [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
[2025-06-04 19:21:06,316] [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]
[2025-06-04 19:21:06,430] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-04 19:29:59,027] [SEDG] [INFO] Epoch:44 || Train Acc@1 100.00 ( 99.92), Train Cla Loss 4.3872e-01 (8.7489e-01)
[2025-06-04 19:30:09,930] [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
[2025-06-04 19:30:09,930] [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]
[2025-06-04 19:30:09,952] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-04 19:38:58,580] [SEDG] [INFO] Epoch:45 || Train Acc@1 100.00 ( 99.98), Train Cla Loss 5.5083e-01 (6.1673e-01)
[2025-06-04 19:39:10,120] [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
[2025-06-04 19:39:10,120] [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]
[2025-06-04 19:39:10,146] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-04 19:48:01,107] [SEDG] [INFO] Epoch:46 || Train Acc@1 100.00 ( 99.99), Train Cla Loss 4.0393e-01 (4.9952e-01)
[2025-06-04 19:48:13,729] [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
[2025-06-04 19:48:13,730] [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]
[2025-06-04 19:48:13,781] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-04 19:57:04,832] [SEDG] [INFO] Epoch:47 || Train Acc@1 100.00 ( 99.96), Train Cla Loss 7.3605e-01 (6.8448e-01)
[2025-06-04 19:57:14,627] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [91.9381103515625, 83.57763671875, 67.5895767211914], Val Loss  [0.3573795522681471, 0.8103735125608476, 1.920875178097902] || Best Acc@1:83.921
[2025-06-04 19:57:14,627] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [51.438655853271484, 41.09663391113281, 33.98480224609375, 34.71770095825195, 36.264930725097656, 39.06080627441406], Test Loss [3.5626936704405745, 5.2501568530203855, 7.347532896731498, 8.72388432468576, 9.678917322562649, 10.67028593628725]
[2025-06-04 19:57:14,649] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-04 20:05:44,631] [SEDG] [INFO] Epoch:48 || Train Acc@1  99.79 ( 99.82), Train Cla Loss 3.1823e+00 (1.3710e+00)
[2025-06-04 20:05:52,051] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [88.46363067626953, 78.39305114746094, 64.41368103027344], Val Loss  [0.5502503420126166, 1.2291947341120593, 2.285056927305091] || Best Acc@1:83.921
[2025-06-04 20:05:52,051] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [48.56134796142578, 37.81216049194336, 33.170467376708984, 34.63626480102539, 37.02497482299805, 39.52225875854492], Test Loss [3.908965289398591, 5.486283145432363, 7.319107136431269, 8.178088455324453, 8.89066306620545, 9.574034749879123]
[2025-06-04 20:05:52,069] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-04 20:14:00,562] [SEDG] [INFO] Epoch:49 || Train Acc@1 100.00 ( 99.79), Train Cla Loss 3.8344e-01 (1.4365e+00)
[2025-06-04 20:14:10,158] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [92.34528350830078, 83.90336608886719, 69.57112121582031], Val Loss  [0.3207905314474424, 0.8249182816631243, 1.8198489529302144] || Best Acc@1:83.921
[2025-06-04 20:14:10,158] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [51.90011215209961, 40.68946838378906, 33.523345947265625, 35.314876556396484, 36.64495086669922, 39.92942428588867], Test Loss [3.311432860961566, 4.8443455385462855, 6.752730993960502, 7.698021456939001, 8.588485028145756, 9.426975834253168]
[2025-06-04 20:14:10,248] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-06-04 20:22:16,665] [SEDG] [INFO] Epoch:50 || Train Acc@1 100.00 ( 99.99), Train Cla Loss 3.6534e-01 (4.0079e-01)
[2025-06-04 20:22:24,818] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [92.88816833496094, 85.39630889892578, 70.81976318359375], Val Loss  [0.30237272469150905, 0.7426044692434006, 1.6350908799746138] || Best Acc@1:83.921
[2025-06-04 20:22:24,818] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [54.64169692993164, 43.023887634277344, 35.26058578491211, 36.6178092956543, 37.94788360595703, 40.608036041259766], Test Loss [3.031046409172033, 4.575136062764966, 6.589298955004067, 7.911326931819854, 9.05097963910926, 10.181654063420497]
[2025-06-04 20:22:24,837] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-06-04 20:30:31,065] [SEDG] [INFO] Epoch:51 || Train Acc@1 100.00 ( 99.99), Train Cla Loss 5.0403e-01 (4.0088e-01)
[2025-06-04 20:30:40,841] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [93.1053237915039, 85.3691635131836, 70.14115142822266], Val Loss  [0.27095892393191007, 0.721464762276081, 1.664839400918942] || Best Acc@1:83.921
[2025-06-04 20:30:40,841] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [52.71444320678711, 40.71661376953125, 34.17481231689453, 34.36482238769531, 35.369163513183594, 39.06080627441406], Test Loss [3.1935772383251875, 4.846654340576271, 6.8125546188230235, 7.892063294637475, 8.803160644121201, 9.71211901860439]
[2025-06-04 20:30:40,864] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-06-04 20:38:49,702] [SEDG] [INFO] Epoch:52 || Train Acc@1  99.79 ( 99.99), Train Cla Loss 6.4710e-01 (4.7818e-01)
[2025-06-04 20:38:58,969] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [93.48534393310547, 85.12487030029297, 70.71118927001953], Val Loss  [0.2958161578868616, 0.7326835525928957, 1.6877158856935532] || Best Acc@1:83.921
[2025-06-04 20:38:58,969] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [53.39305114746094, 42.589576721191406, 34.744842529296875, 34.09337615966797, 36.319217681884766, 39.30510330200195], Test Loss [3.168952157520704, 4.691520453275998, 6.635014774744985, 7.845148157995765, 8.701429043996606, 9.525648517795029]
[2025-06-04 20:38:58,987] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-06-04 20:47:18,586] [SEDG] [INFO] Epoch:53 || Train Acc@1 100.00 ( 99.98), Train Cla Loss 5.6872e-01 (5.3918e-01)
[2025-06-04 20:47:26,991] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [93.32247924804688, 86.04777526855469, 73.07274627685547], Val Loss  [0.2712279852807328, 0.6629607867728615, 1.4678589295874978] || Best Acc@1:84.148
[2025-06-04 20:47:26,992] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [55.13029479980469, 42.67101287841797, 33.98480224609375, 34.337677001953125, 37.54071807861328, 40.74375915527344], Test Loss [2.8343687181752357, 4.3291494854110075, 6.420128025527109, 7.726582648311453, 8.839718688194449, 9.542819607141352]
[2025-06-04 20:47:27,011] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-06-04 20:55:33,615] [SEDG] [INFO] Epoch:54 || Train Acc@1 100.00 ( 99.98), Train Cla Loss 3.3545e-01 (4.8856e-01)
[2025-06-04 20:55:41,857] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [93.34962463378906, 86.12921142578125, 72.17698669433594], Val Loss  [0.28235725065881345, 0.6972510519555803, 1.5299641053140747] || Best Acc@1:84.148
[2025-06-04 20:55:41,858] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [57.19327163696289, 45.141151428222656, 36.0206298828125, 36.56351852416992, 36.97068405151367, 39.14223861694336], Test Loss [2.7470063743839823, 4.202469148542671, 6.040810616086283, 7.217030612187587, 8.30216320795811, 9.363003789796116]
[2025-06-04 20:55:41,883] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-06-04 21:03:48,842] [SEDG] [INFO] Epoch:55 || Train Acc@1  99.58 ( 99.57), Train Cla Loss 3.1159e+00 (2.5808e+00)
[2025-06-04 21:03:59,730] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [91.36808013916016, 82.30184936523438, 68.783935546875], Val Loss  [0.37994153716325374, 0.8719271549572774, 1.8961319504032694] || Best Acc@1:84.148
[2025-06-04 21:03:59,731] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [50.95005798339844, 39.440826416015625, 32.65472412109375, 32.953311920166016, 34.283390045166016, 37.56786346435547], Test Loss [3.590809479598502, 5.460791123418155, 7.876011606148089, 9.665426799451101, 11.020955116818705, 11.736815073591101]
[2025-06-04 21:03:59,775] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-06-04 21:12:14,059] [SEDG] [INFO] Epoch:56 || Train Acc@1 100.00 ( 99.90), Train Cla Loss 2.5009e-01 (8.6556e-01)
[2025-06-04 21:12:22,875] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [94.00109100341797, 86.59066772460938, 72.90988159179688], Val Loss  [0.2500854264034705, 0.6498211408671029, 1.5193661513468342] || Best Acc@1:84.501
[2025-06-04 21:12:22,875] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [55.07600784301758, 42.23670196533203, 35.58631896972656, 36.50923156738281, 37.54071807861328, 40.33659362792969], Test Loss [3.0138158277890583, 4.681165224566134, 6.802077220394867, 8.213554084106843, 9.234443360120544, 10.154683709532897]
[2025-06-04 21:12:22,900] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-06-04 21:20:40,766] [SEDG] [INFO] Epoch:57 || Train Acc@1 100.00 (100.00), Train Cla Loss 2.2150e-01 (3.0494e-01)
[2025-06-04 21:20:50,855] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [93.783935546875, 85.93920135498047, 72.4212875366211], Val Loss  [0.27454064779153475, 0.6933494635435968, 1.5841352411512444] || Best Acc@1:84.501
[2025-06-04 21:20:50,855] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [56.596092224121094, 44.27252960205078, 36.78067398071289, 37.78501892089844, 38.816505432128906, 40.63518142700195], Test Loss [2.9872996721671536, 4.559683285629323, 6.515366388066195, 7.7290665101539044, 8.652358704358825, 9.572464998847886]
[2025-06-04 21:20:50,879] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-06-04 21:29:14,997] [SEDG] [INFO] Epoch:58 || Train Acc@1 100.00 (100.00), Train Cla Loss 2.8675e-01 (2.9790e-01)
[2025-06-04 21:29:23,759] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [93.783935546875, 85.80347442626953, 71.76982116699219], Val Loss  [0.2583616201065068, 0.6581613460270512, 1.4849379854792493] || Best Acc@1:84.501
[2025-06-04 21:29:23,759] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [54.125953674316406, 41.31378936767578, 34.36482238769531, 34.66341018676758, 37.21498489379883, 40.36373519897461], Test Loss [2.849485459079183, 4.357437150874433, 6.358199104035716, 7.641657953541908, 8.759111019221502, 9.772172374911728]
[2025-06-04 21:29:23,787] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-06-04 21:37:46,441] [SEDG] [INFO] Epoch:59 || Train Acc@1 100.00 (100.00), Train Cla Loss 3.3763e-01 (3.1248e-01)
[2025-06-04 21:37:56,035] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [94.10966491699219, 86.59066772460938, 72.63843536376953], Val Loss  [0.251444475427998, 0.6541644095986208, 1.516321683162975] || Best Acc@1:84.501
[2025-06-04 21:37:56,044] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [55.0217170715332, 42.64386749267578, 35.58631896972656, 36.536373138427734, 37.37785339355469, 39.76655960083008], Test Loss [2.9343043266756137, 4.449920140182545, 6.348920053301883, 7.514682334875051, 8.51374590591033, 9.495836953775115]
[2025-06-04 21:37:56,092] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-06-04 21:46:47,259] [SEDG] [INFO] Epoch:60 || Train Acc@1 100.00 (100.00), Train Cla Loss 2.4272e-01 (3.3511e-01)
[2025-06-04 21:46:56,672] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [92.99674987792969, 84.79913330078125, 71.49837493896484], Val Loss  [0.305991790848951, 0.7525925358654233, 1.7225847648098724] || Best Acc@1:84.501
[2025-06-04 21:46:56,690] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [54.940284729003906, 43.1867561340332, 36.264930725097656, 36.45494079589844, 38.19218444824219, 39.4951171875], Test Loss [3.2109971201769305, 4.8119825167454024, 6.8485945847601375, 8.230253499183283, 9.177545867447744, 10.243708045164226]
[2025-06-04 21:46:56,741] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-06-04 21:55:11,303] [SEDG] [INFO] Epoch:61 || Train Acc@1 100.00 (100.00), Train Cla Loss 2.9002e-01 (3.3065e-01)
[2025-06-04 21:55:19,738] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [93.56678009033203, 86.12921142578125, 72.88273620605469], Val Loss  [0.28303480228403105, 0.6971739813054424, 1.567258801444734] || Best Acc@1:84.501
[2025-06-04 21:55:19,738] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [56.48751449584961, 43.946800231933594, 36.99782943725586, 36.834964752197266, 38.0836067199707, 40.33659362792969], Test Loss [3.0037667075663514, 4.601407612573829, 6.598794008310921, 7.952749173105346, 8.896657847426225, 9.859123158532556]
[2025-06-04 21:55:19,757] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-06-04 22:03:54,611] [SEDG] [INFO] Epoch:62 || Train Acc@1 100.00 (100.00), Train Cla Loss 2.2531e-01 (3.4800e-01)
[2025-06-04 22:04:03,207] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [93.05103302001953, 84.85342407226562, 70.76547241210938], Val Loss  [0.30932492687570157, 0.7376758767844023, 1.6954921433514027] || Best Acc@1:84.501
[2025-06-04 22:04:03,207] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [53.990230560302734, 42.589576721191406, 35.61346435546875, 36.129207611083984, 38.32790756225586, 40.71661376953125], Test Loss [3.1862352414705852, 4.782273522417397, 6.883748250209547, 8.284595613759192, 9.351467812876749, 10.59976483944573]
[2025-06-04 22:04:03,261] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-06-04 22:12:44,438] [SEDG] [INFO] Epoch:63 || Train Acc@1 100.00 ( 99.99), Train Cla Loss 6.2977e-01 (3.7813e-01)
[2025-06-04 22:12:51,172] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [92.69815826416016, 83.95765686035156, 69.48968505859375], Val Loss  [0.35077326627393596, 0.8204497133870078, 1.9320683603566322] || Best Acc@1:84.501
[2025-06-04 22:12:51,174] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [52.93159866333008, 41.74810028076172, 34.63626480102539, 35.857765197753906, 37.649295806884766, 38.95222854614258], Test Loss [3.519813919688669, 5.2548221019657895, 7.3954837361065495, 8.775620019397053, 9.826756601613196, 10.94561506016635]
[2025-06-04 22:12:51,256] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-06-04 22:21:16,585] [SEDG] [INFO] Epoch:64 || Train Acc@1  99.58 ( 99.64), Train Cla Loss 2.3588e+00 (2.3631e+00)
[2025-06-04 22:21:23,085] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [91.6395263671875, 83.38762664794922, 68.56678009033203], Val Loss  [0.4072448237516981, 0.8964225315892347, 1.8804605391592466] || Best Acc@1:84.501
[2025-06-04 22:21:23,085] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [52.09012222290039, 40.52660369873047, 32.81759262084961, 33.49620056152344, 36.10206604003906, 38.02931594848633], Test Loss [3.3529777200680213, 4.977317744823543, 7.083315184527966, 8.172812235083564, 9.515568941346208, 10.931596314868244]
[2025-06-04 22:21:23,120] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-06-04 22:29:44,322] [SEDG] [INFO] Epoch:65 || Train Acc@1 100.00 ( 99.89), Train Cla Loss 1.9861e-01 (8.4592e-01)
[2025-06-04 22:29:54,620] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [94.21824645996094, 86.88925170898438, 73.15418243408203], Val Loss  [0.24773166070203828, 0.6591466117274101, 1.5767566256880372] || Best Acc@1:84.754
[2025-06-04 22:29:54,620] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [55.64603805541992, 43.376766204833984, 35.83061981201172, 36.15635299682617, 37.81216049194336, 39.223670959472656], Test Loss [3.091941742632987, 4.676246602682803, 6.651908716083738, 7.859568597439446, 8.902926587903151, 10.026862952142274]
[2025-06-04 22:29:54,640] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-06-04 22:38:10,101] [SEDG] [INFO] Epoch:66 || Train Acc@1 100.00 (100.00), Train Cla Loss 1.9833e-01 (2.1330e-01)
[2025-06-04 22:38:16,333] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [94.4625473022461, 88.1650390625, 75.43431091308594], Val Loss  [0.21912381244695925, 0.5558448882367013, 1.316718879274126] || Best Acc@1:86.021
[2025-06-04 22:38:16,334] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [58.713356018066406, 44.896854400634766, 37.079261779785156, 36.99782943725586, 38.626495361328125, 41.368080139160156], Test Loss [2.6377172462326697, 4.151828529780385, 6.163002315483963, 7.517068333268554, 8.653700511696284, 9.735732771286358]
[2025-06-04 22:38:16,355] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-06-04 22:46:49,620] [SEDG] [INFO] Epoch:67 || Train Acc@1 100.00 (100.00), Train Cla Loss 1.9393e-01 (2.3224e-01)
[2025-06-04 22:46:55,174] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [94.4625473022461, 88.05646514892578, 74.37567901611328], Val Loss  [0.2168476173217357, 0.567784966688591, 1.3777081644107931] || Best Acc@1:86.021
[2025-06-04 22:46:55,174] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [57.79044723510742, 44.40825271606445, 36.50923156738281, 36.45494079589844, 38.57220458984375, 40.71661376953125], Test Loss [2.684951699906141, 4.176688921179756, 6.1026614372427375, 7.302358246781539, 8.386874613622112, 9.511725115077114]
[2025-06-04 22:46:55,195] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-06-04 22:55:21,326] [SEDG] [INFO] Epoch:68 || Train Acc@1 100.00 (100.00), Train Cla Loss 1.7626e-01 (2.4514e-01)
[2025-06-04 22:55:31,977] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [94.05538177490234, 87.4864273071289, 74.3485336303711], Val Loss  [0.24749461085769175, 0.5924770395219908, 1.3895891644667338] || Best Acc@1:86.021
[2025-06-04 22:55:31,978] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [57.41042709350586, 44.191097259521484, 36.59066390991211, 36.45494079589844, 38.056461334228516, 40.3908805847168], Test Loss [2.6368221995884897, 4.096905925763158, 5.974322651418879, 7.075289191951192, 8.218695365644821, 9.425209797166458]
[2025-06-04 22:55:31,999] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-06-04 23:09:54,563] [SEDG] [INFO] Epoch:69 || Train Acc@1 100.00 (100.00), Train Cla Loss 2.2095e-01 (2.4154e-01)
[2025-06-04 23:10:03,268] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [94.24539184570312, 86.75353240966797, 73.66992950439453], Val Loss  [0.24441501722103803, 0.6033961842813399, 1.4109609825991651] || Best Acc@1:86.021
[2025-06-04 23:10:03,269] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [56.97611618041992, 43.566776275634766, 36.672096252441406, 35.884910583496094, 38.30076217651367, 40.33659362792969], Test Loss [2.7506621963426423, 4.225277495306556, 6.176989864448771, 7.5084562612278845, 8.591760607418097, 9.73803172903651]
[2025-06-04 23:10:03,327] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-06-04 23:25:45,448] [SEDG] [INFO] Epoch:70 || Train Acc@1 100.00 (100.00), Train Cla Loss 1.7894e-01 (2.8195e-01)
[2025-06-04 23:25:52,426] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [93.783935546875, 87.45928955078125, 74.97285461425781], Val Loss  [0.227421873761796, 0.5745740612477356, 1.2931021754827094] || Best Acc@1:86.021
[2025-06-04 23:25:52,427] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [59.66341018676758, 48.34419250488281, 38.626495361328125, 37.32356262207031, 37.649295806884766, 39.7122688293457], Test Loss [2.4752851930425686, 3.8674305067776857, 5.62964438304839, 6.761141118475202, 7.829965022953791, 8.969468560979887]
[2025-06-04 23:25:52,446] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-06-04 23:39:54,089] [SEDG] [INFO] Epoch:71 || Train Acc@1 100.00 (100.00), Train Cla Loss 2.4242e-01 (2.7363e-01)
[2025-06-04 23:40:02,974] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [94.57112121582031, 88.13789367675781, 74.61997985839844], Val Loss  [0.21091906680097555, 0.5260432001433853, 1.2656733550932198] || Best Acc@1:86.021
[2025-06-04 23:40:02,974] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [57.084693908691406, 43.213897705078125, 35.17915344238281, 34.77198791503906, 36.37350845336914, 39.35939407348633], Test Loss [2.565012480614628, 4.056555569366058, 5.954900033310881, 7.1592124681131075, 8.248864587044483, 9.33258859963681]
[2025-06-04 23:40:03,009] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-06-04 23:56:03,744] [SEDG] [INFO] Epoch:72 || Train Acc@1 100.00 (100.00), Train Cla Loss 1.8094e-01 (2.6098e-01)
[2025-06-04 23:56:12,979] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [94.35396575927734, 87.3507080078125, 73.99565887451172], Val Loss  [0.233118525581853, 0.5921050279070578, 1.4388227210371036] || Best Acc@1:86.021
[2025-06-04 23:56:12,980] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [57.19327163696289, 43.59392166137695, 36.699241638183594, 36.699241638183594, 37.75787353515625, 39.68512725830078], Test Loss [2.7889124314249143, 4.299809069120923, 6.225709658103968, 7.479305988025976, 8.63523784289531, 9.934024997176875]
[2025-06-04 23:56:13,002] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-06-05 00:13:00,595] [SEDG] [INFO] Epoch:73 || Train Acc@1 100.00 (100.00), Train Cla Loss 2.6475e-01 (2.7665e-01)
[2025-06-05 00:13:10,753] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [94.19110107421875, 86.64495086669922, 73.42562866210938], Val Loss  [0.25231468297711024, 0.6091718916395976, 1.460008042254743] || Best Acc@1:86.021
[2025-06-05 00:13:10,753] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [55.781761169433594, 42.806732177734375, 34.60912322998047, 34.60912322998047, 37.13355255126953, 39.95656967163086], Test Loss [2.8537538657359267, 4.456049588293516, 6.5237361848936795, 7.912827047540621, 9.049218267881908, 10.280064946277134]
[2025-06-05 00:13:10,781] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-06-05 00:30:34,756] [SEDG] [INFO] Epoch:74 || Train Acc@1 100.00 (100.00), Train Cla Loss 2.0824e-01 (2.4491e-01)
[2025-06-05 00:30:45,239] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [94.54397583007812, 87.92073822021484, 75.21715545654297], Val Loss  [0.21667820083565936, 0.5400268616039512, 1.2499798260604909] || Best Acc@1:86.021
[2025-06-05 00:30:45,240] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [59.25624465942383, 46.03691864013672, 37.97502899169922, 36.7535285949707, 38.0836067199707, 40.065147399902344], Test Loss [2.402982055558444, 3.7394383776848015, 5.466928592333964, 6.548664840114233, 7.6844778107509555, 8.906225929819412]
[2025-06-05 00:30:45,314] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-06-05 00:49:51,197] [SEDG] [INFO] Epoch:75 || Train Acc@1 100.00 (100.00), Train Cla Loss 1.7214e-01 (2.6107e-01)
[2025-06-05 00:50:04,608] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [94.27252960205078, 87.67644500732422, 73.85993957519531], Val Loss  [0.22844880354569477, 0.5982021112783724, 1.4390584168294354] || Best Acc@1:86.021
[2025-06-05 00:50:04,608] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [56.3517951965332, 43.13246536254883, 36.18349838256836, 36.86210632324219, 38.35504913330078, 39.793704986572266], Test Loss [2.8619685895279874, 4.47797019784536, 6.438245692548223, 7.677906963646606, 8.665133212210689, 9.823822159720555]
[2025-06-05 00:50:04,643] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-06-05 01:07:07,794] [SEDG] [INFO] Epoch:76 || Train Acc@1 100.00 (100.00), Train Cla Loss 5.9546e-01 (2.4540e-01)
[2025-06-05 01:07:19,022] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [93.64820861816406, 86.50923156738281, 72.36699676513672], Val Loss  [0.26343271423871434, 0.6360216797465998, 1.5133958853028884] || Best Acc@1:86.021
[2025-06-05 01:07:19,022] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [55.29316329956055, 42.94245529174805, 34.77198791503906, 34.01194381713867, 36.699241638183594, 40.28230285644531], Test Loss [2.8730834206074767, 4.426158054643811, 6.398355695246097, 7.535391891429789, 8.65680202521408, 9.836778876835826]
[2025-06-05 01:07:19,046] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-06-05 01:23:32,547] [SEDG] [INFO] Epoch:77 || Train Acc@1  99.17 ( 99.88), Train Cla Loss 5.4795e+00 (1.0200e+00)
[2025-06-05 01:23:44,161] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [80.67318725585938, 70.5483169555664, 58.08903503417969], Val Loss  [1.0889696904036432, 1.8287585185482758, 3.159107121660189] || Best Acc@1:86.021
[2025-06-05 01:23:44,173] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [44.92399597167969, 35.1248664855957, 31.161781311035156, 30.72747039794922, 32.953311920166016, 32.953311920166016], Test Loss [4.7565950757129185, 6.4244563820307725, 8.37979409438391, 9.634713030016771, 10.666689645972236, 11.905922488979874]
[2025-06-05 01:23:44,254] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-06-05 01:39:38,909] [SEDG] [INFO] Epoch:78 || Train Acc@1 100.00 ( 99.51), Train Cla Loss 3.9802e-01 (3.2413e+00)
[2025-06-05 01:39:47,908] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [95.00543212890625, 88.8436508178711, 76.4657974243164], Val Loss  [0.20099881669985742, 0.5434379031341705, 1.3308034976064576] || Best Acc@1:86.772
[2025-06-05 01:39:47,910] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [60.206298828125, 47.285560607910156, 37.54071807861328, 37.21498489379883, 37.75787353515625, 39.11509323120117], Test Loss [2.7159049743938137, 4.3263042773019995, 6.405359931411494, 7.906551317593951, 9.158428080307155, 10.212239955069576]
[2025-06-05 01:39:47,957] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-06-05 01:56:29,920] [SEDG] [INFO] Epoch:79 || Train Acc@1 100.00 (100.00), Train Cla Loss 1.4254e-01 (2.2704e-01)
[2025-06-05 01:56:42,856] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [94.70684051513672, 88.21932983398438, 75.73290252685547], Val Loss  [0.20887218071117464, 0.5421430317120755, 1.3264885399162964] || Best Acc@1:86.772
[2025-06-05 01:56:42,857] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [59.66341018676758, 46.281219482421875, 37.649295806884766, 37.079261779785156, 38.056461334228516, 40.17372512817383], Test Loss [2.6114064489979696, 4.097770317369641, 6.022912112431728, 7.321607220056391, 8.517364747361174, 9.729113718585781]
[2025-06-05 01:56:42,886] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-05 01:56:53,914] [SEDG] [INFO] Val  Acc@1: [95.00543212890625, 88.8436508178711, 76.4657974243164], Val Loss  [0.20099881133641015, 0.543437895343824, 1.330803511973701]
[2025-06-05 01:56:53,914] [SEDG] [INFO] Test  Acc@1: [60.206298828125, 47.285560607910156, 37.54071807861328, 37.21498489379883, 37.75787353515625, 39.11509323120117], Test Loss [2.7159049984686536, 4.326304200417832, 6.405359953156512, 7.906551357977554, 9.158428055455708, 10.21223978110944]
[2025-06-05 01:56:53,914] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-05 01:56:53,931] [SEDG] [INFO] Val  Mean&Var: [(95.01263, 0.31725714), (88.83478, 0.42680097), (76.47006, 0.6266546)]
[2025-06-05 01:56:53,931] [SEDG] [INFO] Test  Mean&Var: [(60.22727, 0.7499829), (47.330444, 0.83129925), (37.56313, 0.6726304), (37.220417, 0.91114104), (37.743504, 0.7906491), (39.150433, 0.69859475)]
