[2025-06-02 00:44:15,890] [SEDG] [INFO] 
[2025-06-02 00:44:15,891] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-02 01:01:41,699] [SEDG] [INFO] Epoch:0 || Train Acc@1  27.08 ( 18.69), Train Cla Loss 4.3123e+02 (8.6252e+02)
[2025-06-02 01:01:50,722] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [29.668838500976562, 26.492942810058594, 23.235614776611328], Val Loss  [1.9180783200341638, 2.0054332557640944, 2.0665496249928923] || Best Acc@1:26.466
[2025-06-02 01:01:50,722] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [19.951141357421875, 18.756786346435547, 19.435396194458008, 25.461456298828125, 27.307275772094727, 27.90445327758789], Test Loss [2.1105734595258383, 2.150983545213258, 2.1508516760524787, 2.0593712353162736, 2.015509964200495, 1.9674531031120872]
[2025-06-02 01:01:50,751] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-02 01:19:16,610] [SEDG] [INFO] Epoch:1 || Train Acc@1  68.12 ( 47.27), Train Cla Loss 1.9003e+02 (3.0986e+02)
[2025-06-02 01:19:26,134] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [54.180240631103516, 43.946800231933594, 34.88056564331055], Val Loss  [1.3662661446033937, 1.6925031820415286, 1.981463130988205] || Best Acc@1:44.336
[2025-06-02 01:19:26,135] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [25.922910690307617, 22.3398494720459, 23.805646896362305, 27.062976837158203, 28.58306312561035, 30.537460327148438], Test Loss [2.2213843202746264, 2.3885060956501416, 2.507958468086168, 2.557759336229256, 2.695845276214401, 2.8114003117775686]
[2025-06-02 01:19:26,152] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-02 01:37:03,174] [SEDG] [INFO] Epoch:2 || Train Acc@1  86.88 ( 77.22), Train Cla Loss 9.0047e+01 (1.4171e+02)
[2025-06-02 01:37:11,816] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [66.42237091064453, 54.61455154418945, 40.98805618286133], Val Loss  [1.0227276704210413, 1.4947031095672507, 2.055489360315404] || Best Acc@1:54.008
[2025-06-02 01:37:11,816] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [30.4017391204834, 25.814332962036133, 24.484256744384766, 27.877307891845703, 30.18458366394043, 32.79044723510742], Test Loss [2.6322681740751483, 3.0459756827898055, 3.4958248107363423, 3.7543385945236256, 4.071522057250579, 4.235114468813719]
[2025-06-02 01:37:11,836] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-02 01:54:43,290] [SEDG] [INFO] Epoch:3 || Train Acc@1  90.21 ( 88.28), Train Cla Loss 6.3751e+01 (7.6807e+01)
[2025-06-02 01:54:53,139] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [78.74593353271484, 66.39522552490234, 49.56569290161133], Val Loss  [0.701995852715806, 1.2015686637027256, 1.868481438012387] || Best Acc@1:64.902
[2025-06-02 01:54:53,140] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [38.11075210571289, 31.406082153320312, 30.157438278198242, 32.65472412109375, 34.66341018676758, 37.866451263427734], Test Loss [2.678700558137428, 3.2629763264609473, 3.7978370034345197, 4.093570470033328, 4.354810593570871, 4.606275580216697]
[2025-06-02 01:54:53,165] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-02 02:12:20,527] [SEDG] [INFO] Epoch:4 || Train Acc@1  93.12 ( 92.18), Train Cla Loss 4.7078e+01 (5.2152e+01)
[2025-06-02 02:12:30,410] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [79.77742004394531, 67.50814819335938, 51.11292266845703], Val Loss  [0.6362996344069316, 1.128901226901076, 1.8776797483332381] || Best Acc@1:66.133
[2025-06-02 02:12:30,410] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [38.219329833984375, 31.786102294921875, 29.505971908569336, 31.378936767578125, 32.3289909362793, 35.47774124145508], Test Loss [2.683735275113233, 3.312559432237855, 3.8694102616574164, 4.1306113062930025, 4.4356878821158645, 4.730333078179375]
[2025-06-02 02:12:30,426] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-02 02:29:56,273] [SEDG] [INFO] Epoch:5 || Train Acc@1  92.92 ( 93.80), Train Cla Loss 4.7992e+01 (4.0831e+01)
[2025-06-02 02:30:05,150] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [81.81324768066406, 66.66667175292969, 51.19435501098633], Val Loss  [0.6373504208042878, 1.1906524399592744, 1.9726698196672072] || Best Acc@1:66.558
[2025-06-02 02:30:05,151] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [36.889251708984375, 30.4017391204834, 27.985885620117188, 30.048860549926758, 32.30184555053711, 36.0206298828125], Test Loss [2.8854432020591214, 3.577741318494567, 4.198023886168042, 4.481596990206342, 4.7833734894420115, 4.992710629192937]
[2025-06-02 02:30:05,167] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-02 02:47:27,420] [SEDG] [INFO] Epoch:6 || Train Acc@1  96.04 ( 94.99), Train Cla Loss 2.4642e+01 (3.2511e+01)
[2025-06-02 02:47:36,455] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [82.62757873535156, 66.72095489501953, 49.1856689453125], Val Loss  [0.5882912513099198, 1.1892955194467054, 2.060272349985104] || Best Acc@1:66.558
[2025-06-02 02:47:36,456] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [37.3507080078125, 31.433225631713867, 29.858850479125977, 32.62757873535156, 34.58197784423828, 37.67644119262695], Test Loss [3.0047041329188144, 3.7750040428646225, 4.428149134794353, 4.720776992822703, 5.0068494271766095, 5.171113390099342]
[2025-06-02 02:47:36,495] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-02 03:04:53,482] [SEDG] [INFO] Epoch:7 || Train Acc@1  97.08 ( 95.98), Train Cla Loss 1.6783e+01 (2.5958e+01)
[2025-06-02 03:05:02,742] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [86.23778533935547, 72.61129760742188, 55.1031494140625], Val Loss  [0.48747589630878707, 1.0492183571918003, 1.901384580407158] || Best Acc@1:71.317
[2025-06-02 03:05:02,742] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [41.232357025146484, 32.81759262084961, 29.994571685791016, 32.003257751464844, 34.82627868652344, 37.83930587768555], Test Loss [3.006585962220978, 3.8724991537460673, 4.61548442716319, 5.0210654634606176, 5.322096506236819, 5.651892717964098]
[2025-06-02 03:05:02,771] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-02 03:22:21,407] [SEDG] [INFO] Epoch:8 || Train Acc@1  96.25 ( 96.69), Train Cla Loss 2.1247e+01 (2.1421e+01)
[2025-06-02 03:22:30,484] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [86.29207611083984, 74.3485336303711, 57.22041320800781], Val Loss  [0.48422832791890696, 1.0321811115314596, 1.9132994293001653] || Best Acc@1:72.620
[2025-06-02 03:22:30,484] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [40.960914611816406, 32.546146392822266, 29.288818359375, 31.54180335998535, 32.899024963378906, 35.34202194213867], Test Loss [3.103780433487038, 4.081033901593584, 5.035395906491854, 5.586464784044396, 5.953717474052106, 6.125219141621543]
[2025-06-02 03:22:30,513] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-02 03:39:41,417] [SEDG] [INFO] Epoch:9 || Train Acc@1  97.71 ( 97.09), Train Cla Loss 1.7276e+01 (1.8585e+01)
[2025-06-02 03:39:50,633] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [84.33767700195312, 69.7611312866211, 51.92725372314453], Val Loss  [0.6058997950647087, 1.2600903914883392, 2.2945490908545083] || Best Acc@1:72.620
[2025-06-02 03:39:50,633] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [37.32356262207031, 31.460371017456055, 29.261672973632812, 31.324647903442383, 33.713356018066406, 37.16069793701172], Test Loss [3.616537658710045, 4.540964727681312, 5.364991953784558, 5.776159524140994, 5.992711506759694, 6.130302379496323]
[2025-06-02 03:39:50,669] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-02 03:57:00,333] [SEDG] [INFO] Epoch:10 || Train Acc@1  97.92 ( 97.69), Train Cla Loss 1.3098e+01 (1.4782e+01)
[2025-06-02 03:57:09,572] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [88.24647521972656, 75.97720336914062, 58.27904510498047], Val Loss  [0.42978629984374156, 0.9902677085578248, 1.8881403436878217] || Best Acc@1:74.168
[2025-06-02 03:57:09,572] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [43.48534393310547, 34.3919677734375, 30.483171463012695, 33.876224517822266, 36.292076110839844, 37.62215042114258], Test Loss [3.198487710486794, 4.226288921281647, 5.234416091869242, 5.833137363098343, 6.184305414703071, 6.392717518324961]
[2025-06-02 03:57:09,604] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-02 04:14:21,565] [SEDG] [INFO] Epoch:11 || Train Acc@1  97.50 ( 97.90), Train Cla Loss 1.5727e+01 (1.3048e+01)
[2025-06-02 04:14:30,379] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [87.78501892089844, 76.38436889648438, 60.74918746948242], Val Loss  [0.4634508663357663, 0.9993288103454664, 1.923037715765863] || Best Acc@1:74.973
[2025-06-02 04:14:30,379] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [45.00543212890625, 35.99348831176758, 31.650381088256836, 32.81759262084961, 34.961997985839844, 37.67644119262695], Test Loss [3.116198063673336, 4.063685308450208, 5.229883774872323, 5.865783410274244, 6.453643805040987, 6.861645822804603]
[2025-06-02 04:14:30,405] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-02 04:31:45,332] [SEDG] [INFO] Epoch:12 || Train Acc@1  98.54 ( 98.30), Train Cla Loss 7.5228e+00 (1.0957e+01)
[2025-06-02 04:31:54,128] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [88.0021743774414, 75.0, 55.42888259887695], Val Loss  [0.4432703733735442, 1.017892493487181, 1.9946726494580993] || Best Acc@1:74.973
[2025-06-02 04:31:54,129] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [39.11509323120117, 31.596092224121094, 28.04017448425293, 32.491859436035156, 35.07057571411133, 38.30076217651367], Test Loss [3.2926027409805148, 4.315589512598243, 5.409760029385843, 5.948172013223754, 6.392176963607341, 6.594399489486644]
[2025-06-02 04:31:54,155] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-02 04:49:02,085] [SEDG] [INFO] Epoch:13 || Train Acc@1  99.38 ( 98.49), Train Cla Loss 5.7396e+00 (9.4367e+00)
[2025-06-02 04:49:11,115] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [86.50923156738281, 74.07709503173828, 58.22475814819336], Val Loss  [0.5011900889562861, 1.0306884260053355, 1.9290755730886802] || Best Acc@1:74.973
[2025-06-02 04:49:11,116] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [42.399566650390625, 34.25624465942383, 29.261672973632812, 31.54180335998535, 33.68621063232422, 36.78067398071289], Test Loss [3.2088463112275063, 4.154247181423324, 5.218946071711736, 5.694461605059596, 6.195342974088091, 6.51950804651366]
[2025-06-02 04:49:11,143] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-02 05:06:35,433] [SEDG] [INFO] Epoch:14 || Train Acc@1  98.96 ( 98.74), Train Cla Loss 5.1764e+00 (7.9418e+00)
[2025-06-02 05:06:44,078] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [83.03474426269531, 68.4310531616211, 51.2486457824707], Val Loss  [0.6707478018071054, 1.4369236700697907, 2.673385870184883] || Best Acc@1:74.973
[2025-06-02 05:06:44,079] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [37.21498489379883, 31.107492446899414, 28.58306312561035, 31.62323760986328, 33.82193374633789, 37.37785339355469], Test Loss [4.190911623864687, 5.253289558211833, 6.331992618424108, 6.885215585317208, 7.301307063149318, 7.595748913792911]
[2025-06-02 05:06:44,114] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-02 05:23:58,173] [SEDG] [INFO] Epoch:15 || Train Acc@1  99.38 ( 98.96), Train Cla Loss 3.5287e+00 (6.7723e+00)
[2025-06-02 05:24:07,179] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [84.06623840332031, 71.95983123779297, 56.05320358276367], Val Loss  [0.6401826413135964, 1.3270221311805304, 2.4036062423880016] || Best Acc@1:74.973
[2025-06-02 05:24:07,180] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [40.85233688354492, 33.19761276245117, 30.72747039794922, 31.35179328918457, 31.75895881652832, 34.82627868652344], Test Loss [3.9492081166866937, 5.226126459600095, 6.588639815389527, 7.390804728778255, 7.8540875655432085, 7.896488056120733]
[2025-06-02 05:24:07,213] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-02 05:41:25,906] [SEDG] [INFO] Epoch:16 || Train Acc@1  99.17 ( 99.12), Train Cla Loss 6.1080e+00 (5.7505e+00)
[2025-06-02 05:41:34,883] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [90.33659362792969, 79.34310913085938, 63.13789749145508], Val Loss  [0.36671460567934117, 0.8750141723148209, 1.783702288854394] || Best Acc@1:77.606
[2025-06-02 05:41:34,883] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [46.1454963684082, 36.482086181640625, 32.46471405029297, 34.31053161621094, 35.369163513183594, 38.436485290527344], Test Loss [3.2140894091478778, 4.469389154390714, 5.9031416849515335, 6.799767870079811, 7.473944956005979, 7.8758102721422425]
[2025-06-02 05:41:34,904] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-02 05:58:54,155] [SEDG] [INFO] Epoch:17 || Train Acc@1  98.54 ( 99.27), Train Cla Loss 7.1581e+00 (4.9244e+00)
[2025-06-02 05:59:03,136] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [85.47774505615234, 74.64712524414062, 59.4734001159668], Val Loss  [0.5486677419090892, 1.128072182984616, 2.0294066916071243] || Best Acc@1:77.606
[2025-06-02 05:59:03,137] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [43.1867561340332, 35.55917739868164, 32.81759262084961, 33.360477447509766, 35.2877311706543, 37.56786346435547], Test Loss [3.3411784886537235, 4.4092019202266535, 5.653203888125839, 6.3614405917810695, 6.929746335803103, 7.20373395056212]
[2025-06-02 05:59:03,162] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-02 06:16:18,370] [SEDG] [INFO] Epoch:18 || Train Acc@1  99.38 ( 99.35), Train Cla Loss 3.1345e+00 (4.6009e+00)
[2025-06-02 06:16:27,383] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [87.92073822021484, 75.89576721191406, 57.953311920166016], Val Loss  [0.49456266306510577, 1.1264745144580008, 2.3059782368352435] || Best Acc@1:77.606
[2025-06-02 06:16:27,384] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [41.55809020996094, 33.22475814819336, 28.71878433227539, 30.99891471862793, 33.713356018066406, 37.02497482299805], Test Loss [3.9473677263974367, 5.222916258274538, 6.739514352444329, 7.6481238607474955, 8.311574721569347, 8.831383748629195]
[2025-06-02 06:16:27,420] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-02 06:33:40,995] [SEDG] [INFO] Epoch:19 || Train Acc@1  99.79 ( 99.50), Train Cla Loss 2.6920e+00 (3.5524e+00)
[2025-06-02 06:33:49,558] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [87.4864273071289, 76.41151428222656, 58.82193374633789], Val Loss  [0.4911456660455524, 1.046032007431751, 2.0935322244314882] || Best Acc@1:77.606
[2025-06-02 06:33:49,559] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [42.64386749267578, 34.120521545410156, 29.315961837768555, 31.35179328918457, 33.170467376708984, 37.62215042114258], Test Loss [3.4943372807207638, 4.685948121819512, 6.054324131446863, 6.851622205603783, 7.671029942043441, 8.487712285417688]
[2025-06-02 06:33:49,592] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-02 06:50:55,933] [SEDG] [INFO] Epoch:20 || Train Acc@1  99.58 ( 99.63), Train Cla Loss 2.9206e+00 (2.9523e+00)
[2025-06-02 06:51:03,778] [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
[2025-06-02 06:51:03,778] [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]
[2025-06-02 06:51:03,810] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-02 07:08:13,780] [SEDG] [INFO] Epoch:21 || Train Acc@1  99.79 ( 99.62), Train Cla Loss 2.3063e+00 (2.9120e+00)
[2025-06-02 07:08:21,719] [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
[2025-06-02 07:08:21,719] [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]
[2025-06-02 07:08:21,752] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-02 07:25:21,802] [SEDG] [INFO] Epoch:22 || Train Acc@1  99.58 ( 99.71), Train Cla Loss 2.3628e+00 (2.4346e+00)
[2025-06-02 07:25:29,957] [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
[2025-06-02 07:25:29,957] [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]
[2025-06-02 07:25:29,976] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-02 07:42:29,468] [SEDG] [INFO] Epoch:23 || Train Acc@1  99.38 ( 99.74), Train Cla Loss 3.7954e+00 (2.2525e+00)
[2025-06-02 07:42:37,775] [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
[2025-06-02 07:42:37,775] [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]
[2025-06-02 07:42:37,793] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-02 07:59:48,092] [SEDG] [INFO] Epoch:24 || Train Acc@1  99.79 ( 99.74), Train Cla Loss 1.5591e+00 (2.2476e+00)
[2025-06-02 07:59:56,181] [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
[2025-06-02 07:59:56,181] [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]
[2025-06-02 07:59:56,219] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-02 08:17:12,044] [SEDG] [INFO] Epoch:25 || Train Acc@1  99.58 ( 99.77), Train Cla Loss 2.3835e+00 (1.9378e+00)
[2025-06-02 08:17:20,377] [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
[2025-06-02 08:17:20,377] [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]
[2025-06-02 08:17:20,402] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-02 08:34:33,813] [SEDG] [INFO] Epoch:26 || Train Acc@1 100.00 ( 99.83), Train Cla Loss 2.3427e+00 (1.6831e+00)
[2025-06-02 08:34:42,092] [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
[2025-06-02 08:34:42,092] [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]
[2025-06-02 08:34:42,114] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-02 08:51:59,134] [SEDG] [INFO] Epoch:27 || Train Acc@1  99.58 ( 99.81), Train Cla Loss 1.6186e+00 (1.7086e+00)
[2025-06-02 08:52:07,473] [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
[2025-06-02 08:52:07,474] [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]
[2025-06-02 08:52:07,504] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-02 09:09:26,916] [SEDG] [INFO] Epoch:28 || Train Acc@1 100.00 ( 99.86), Train Cla Loss 1.4246e+00 (1.4168e+00)
[2025-06-02 09:09:35,043] [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
[2025-06-02 09:09:35,043] [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]
[2025-06-02 09:09:35,073] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-02 09:26:43,299] [SEDG] [INFO] Epoch:29 || Train Acc@1  99.79 ( 99.86), Train Cla Loss 1.1509e+00 (1.4052e+00)
[2025-06-02 09:26:51,659] [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
[2025-06-02 09:26:51,659] [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]
[2025-06-02 09:26:51,692] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-02 09:44:13,904] [SEDG] [INFO] Epoch:30 || Train Acc@1 100.00 ( 99.87), Train Cla Loss 6.9964e-01 (1.2807e+00)
[2025-06-02 09:44:22,025] [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
[2025-06-02 09:44:22,025] [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]
[2025-06-02 09:44:22,056] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-02 10:01:41,330] [SEDG] [INFO] Epoch:31 || Train Acc@1 100.00 ( 99.78), Train Cla Loss 1.6182e+00 (1.7279e+00)
[2025-06-02 10:01:49,737] [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
[2025-06-02 10:01:49,737] [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]
[2025-06-02 10:01:49,761] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-02 10:19:09,985] [SEDG] [INFO] Epoch:32 || Train Acc@1  99.38 ( 99.81), Train Cla Loss 2.9457e+00 (1.6988e+00)
