[2025-06-01 17:31:27,187] [SEDG] [INFO] 
[2025-06-01 17:31:27,187] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-01 17:31:45,908] [SEDG] [INFO] Epoch:0 || Train Acc@1  20.21 ( 13.51), Train Cla Loss 4.7023e+02 (6.1229e+02)
[2025-06-01 17:31:52,688] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [37.59500503540039, 33.740501403808594, 30.537460327148438], Val Loss  [2.0663970774858704, 2.11923121318755, 2.1653678650188137] || Best Acc@1:33.958
[2025-06-01 17:31:52,688] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [27.90445327758789, 27.36156463623047, 27.470142364501953, 29.044517517089844, 31.731815338134766, 35.61346435546875], Test Loss [2.196197872441444, 2.204330814001226, 2.2008629117027554, 2.1723202882449866, 2.1371751880024465, 2.103356347410221]
[2025-06-01 17:31:52,703] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-01 17:32:10,219] [SEDG] [INFO] Epoch:1 || Train Acc@1  34.17 ( 27.24), Train Cla Loss 3.8016e+02 (4.2569e+02)
[2025-06-01 17:32:17,128] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [53.610206604003906, 46.71552658081055, 36.64495086669922], Val Loss  [1.8103887949393704, 1.9301423700314002, 2.037009058247172] || Best Acc@1:45.657
[2025-06-01 17:32:17,128] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [31.324647903442383, 27.36156463623047, 28.203041076660156, 31.54180335998535, 33.930511474609375, 37.81216049194336], Test Loss [2.114207228930843, 2.150181501618426, 2.154787536164448, 2.1078478824043896, 2.0471344297017646, 1.990452478296982]
[2025-06-01 17:32:17,164] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-01 17:32:38,329] [SEDG] [INFO] Epoch:2 || Train Acc@1  51.67 ( 44.28), Train Cla Loss 2.9203e+02 (3.3405e+02)
[2025-06-01 17:32:47,228] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [67.15526580810547, 55.86319351196289, 42.345279693603516], Val Loss  [1.5387273036695848, 1.7111805591987088, 1.9059770421795426] || Best Acc@1:55.121
[2025-06-01 17:32:47,228] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [34.527687072753906, 30.347450256347656, 29.343107223510742, 31.026060104370117, 33.00760269165039, 36.64495086669922], Test Loss [2.031630245792749, 2.1050292529190013, 2.13744934296375, 2.1096279628890344, 2.0561774670106967, 2.009830026750844]
[2025-06-01 17:32:47,251] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-01 17:33:11,957] [SEDG] [INFO] Epoch:3 || Train Acc@1  66.46 ( 59.78), Train Cla Loss 2.3427e+02 (2.6109e+02)
[2025-06-01 17:33:19,205] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [73.8870849609375, 61.264930725097656, 47.17698287963867], Val Loss  [1.3265106926523513, 1.5379492553126928, 1.7707464485292714] || Best Acc@1:60.776
[2025-06-01 17:33:19,205] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [37.81216049194336, 31.08034896850586, 29.125951766967773, 30.80890464782715, 32.193267822265625, 35.26058578491211], Test Loss [1.9297359137271048, 2.0347667843200483, 2.0878042833036243, 2.068546188770754, 2.0396168371753505, 2.0061636530226914]
[2025-06-01 17:33:19,226] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-01 17:33:37,466] [SEDG] [INFO] Epoch:4 || Train Acc@1  76.88 ( 73.00), Train Cla Loss 1.8200e+02 (2.0063e+02)
[2025-06-01 17:33:44,165] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [79.23452758789062, 66.96525573730469, 52.7415885925293], Val Loss  [1.1367912098328532, 1.3687454799875762, 1.6567619044928286] || Best Acc@1:66.314
[2025-06-01 17:33:44,165] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [39.95656967163086, 32.05754852294922, 29.750272750854492, 30.618894577026367, 32.43756866455078, 35.77633285522461], Test Loss [1.8926899906866714, 2.042486120124593, 2.1198490007692516, 2.1029387572689244, 2.0853699069069727, 2.033804807290192]
[2025-06-01 17:33:44,201] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-01 17:34:05,415] [SEDG] [INFO] Epoch:5 || Train Acc@1  86.25 ( 81.30), Train Cla Loss 1.3734e+02 (1.5818e+02)
[2025-06-01 17:34:12,928] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [72.63843536376953, 57.709014892578125, 43.59392166137695], Val Loss  [1.1907185789816543, 1.4640824480243149, 1.7692596597857895] || Best Acc@1:66.314
[2025-06-01 17:34:12,928] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [34.88056564331055, 28.04017448425293, 26.357221603393555, 28.773073196411133, 30.4017391204834, 34.20195388793945], Test Loss [1.9699988167138365, 2.0958476967454347, 2.1562523484618343, 2.1261728213742037, 2.1035706927023026, 2.065008202282536]
[2025-06-01 17:34:12,946] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-01 17:34:28,325] [SEDG] [INFO] Epoch:6 || Train Acc@1  85.42 ( 85.49), Train Cla Loss 1.3048e+02 (1.3065e+02)
[2025-06-01 17:34:33,196] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [81.24321746826172, 68.1324691772461, 51.330078125], Val Loss  [0.9694358910333838, 1.2642884056420591, 1.6115159666111105] || Best Acc@1:66.902
[2025-06-01 17:34:33,196] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [35.74918746948242, 28.71878433227539, 26.900110244750977, 29.533117294311523, 32.3289909362793, 35.69489669799805], Test Loss [1.9177486609170025, 2.0660356034673386, 2.1173529019184922, 2.091472489049458, 2.046802700536647, 2.0119511786035296]
[2025-06-01 17:34:33,216] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-01 17:34:48,320] [SEDG] [INFO] Epoch:7 || Train Acc@1  92.92 ( 88.39), Train Cla Loss 8.3762e+01 (1.0983e+02)
[2025-06-01 17:34:52,951] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [81.97611236572266, 67.94245910644531, 50.89576721191406], Val Loss  [1.0051332362699974, 1.3024793012911022, 1.6536084774651045] || Best Acc@1:66.938
[2025-06-01 17:34:52,951] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [38.02931594848633, 30.537460327148438, 29.397396087646484, 32.73615646362305, 35.58631896972656, 38.680782318115234], Test Loss [1.9209645858416728, 2.0598405448155606, 2.1233874419613072, 2.086865193680754, 2.05803445030113, 2.0482986680071207]
[2025-06-01 17:34:52,968] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-01 17:35:07,749] [SEDG] [INFO] Epoch:8 || Train Acc@1  91.67 ( 90.00), Train Cla Loss 8.2463e+01 (9.6324e+01)
[2025-06-01 17:35:12,391] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [87.94788360595703, 75.59718322753906, 57.65472412109375], Val Loss  [0.7889773830140453, 1.091923400711159, 1.4849257810884655] || Best Acc@1:73.733
[2025-06-01 17:35:12,396] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [38.38219451904297, 29.42453956604004, 28.1758975982666, 32.65472412109375, 35.99348831176758, 38.19218444824219], Test Loss [1.8593669986103567, 2.0606511850698763, 2.1387820997144966, 2.0904531385688907, 2.049144619839199, 2.001807862850276]
[2025-06-01 17:35:12,425] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-01 17:35:31,232] [SEDG] [INFO] Epoch:9 || Train Acc@1  89.79 ( 91.35), Train Cla Loss 9.2317e+01 (8.5319e+01)
[2025-06-01 17:35:38,857] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [83.90336608886719, 70.08686828613281, 52.795875549316406], Val Loss  [0.8715980598514942, 1.1788975893480382, 1.5709220780611814] || Best Acc@1:73.733
[2025-06-01 17:35:38,857] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [37.21498489379883, 28.66449546813965, 26.845821380615234, 29.153095245361328, 31.75895881652832, 33.713356018066406], Test Loss [1.8809311541361606, 2.077027820220599, 2.180910014174272, 2.1919035709642043, 2.200273245087664, 2.1892260289735823]
[2025-06-01 17:35:38,876] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-01 17:35:57,149] [SEDG] [INFO] Epoch:10 || Train Acc@1  93.33 ( 92.22), Train Cla Loss 6.9270e+01 (7.6897e+01)
[2025-06-01 17:36:04,324] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [86.6720962524414, 74.67427062988281, 58.116180419921875], Val Loss  [0.7412750651083085, 1.0295877724594713, 1.4402306716682856] || Best Acc@1:73.733
[2025-06-01 17:36:04,324] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [39.16938400268555, 31.48751449584961, 28.284475326538086, 30.890336990356445, 33.170467376708984, 36.34636306762695], Test Loss [1.8323434925234667, 2.039272104878379, 2.149256485681192, 2.143052742613255, 2.109330015772717, 2.0647781007841277]
[2025-06-01 17:36:04,358] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-01 17:36:22,309] [SEDG] [INFO] Epoch:11 || Train Acc@1  91.67 ( 93.08), Train Cla Loss 7.0820e+01 (6.9109e+01)
[2025-06-01 17:36:29,307] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [86.0206298828125, 72.58415222167969, 55.0217170715332], Val Loss  [0.7809314393841871, 1.1027146232244633, 1.523757523744813] || Best Acc@1:73.733
[2025-06-01 17:36:29,308] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [40.418025970458984, 32.138980865478516, 29.180240631103516, 30.917482376098633, 33.876224517822266, 37.78501892089844], Test Loss [1.8632203491968906, 2.0628280127087324, 2.1778871073396666, 2.186680240040882, 2.1760983801043383, 2.147087472269512]
[2025-06-01 17:36:29,330] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-01 17:36:47,321] [SEDG] [INFO] Epoch:12 || Train Acc@1  93.75 ( 93.85), Train Cla Loss 5.9651e+01 (6.2873e+01)
[2025-06-01 17:36:54,289] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [85.3691635131836, 73.5070571899414, 55.23887252807617], Val Loss  [0.7674237501349433, 1.0565622796453171, 1.4823283337614823] || Best Acc@1:73.733
[2025-06-01 17:36:54,289] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [40.49945831298828, 33.44191360473633, 30.293161392211914, 32.1661262512207, 34.283390045166016, 38.57220458984375], Test Loss [1.808599603680912, 2.0118076964387677, 2.1259895139874385, 2.1332449913024902, 2.1286382337346526, 2.1145243932059223]
[2025-06-01 17:36:54,321] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-01 17:37:22,202] [SEDG] [INFO] Epoch:13 || Train Acc@1  93.54 ( 94.19), Train Cla Loss 6.1710e+01 (5.8651e+01)
[2025-06-01 17:37:32,931] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [86.56352233886719, 74.8371353149414, 56.40608215332031], Val Loss  [0.6634806064518732, 0.9662994484171417, 1.3641087550682043] || Best Acc@1:73.733
[2025-06-01 17:37:32,931] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [42.01954650878906, 35.043434143066406, 33.19761276245117, 34.500545501708984, 36.59066390991211, 39.76655960083008], Test Loss [1.7283577464690814, 1.933258245356308, 2.0438819273287, 2.098869580011026, 2.1257253555210873, 2.1317401794346615]
[2025-06-01 17:37:32,950] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-01 17:37:51,955] [SEDG] [INFO] Epoch:14 || Train Acc@1  94.79 ( 94.66), Train Cla Loss 5.4203e+01 (5.4266e+01)
[2025-06-01 17:38:00,168] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [84.88056945800781, 73.39848327636719, 56.05320358276367], Val Loss  [0.7212025633852335, 1.0148208950940483, 1.4343048683595192] || Best Acc@1:73.733
[2025-06-01 17:38:00,195] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [37.32356262207031, 28.284475326538086, 27.33441925048828, 28.80021858215332, 30.238872528076172, 33.6590690612793], Test Loss [1.8750062870280362, 2.1411915462257807, 2.271472013734451, 2.299922934572549, 2.2787235225839026, 2.2454504725987436]
[2025-06-01 17:38:00,269] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-01 17:38:15,551] [SEDG] [INFO] Epoch:15 || Train Acc@1  96.25 ( 94.97), Train Cla Loss 4.2571e+01 (5.0694e+01)
[2025-06-01 17:38:21,578] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [88.05646514892578, 78.85450744628906, 62.56786346435547], Val Loss  [0.6076517374973732, 0.8801324515078666, 1.253545378240778] || Best Acc@1:76.493
[2025-06-01 17:38:21,578] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [46.281219482421875, 34.63626480102539, 29.777416229248047, 30.347450256347656, 32.87187957763672, 35.47774124145508], Test Loss [1.6651530576451206, 1.9623191737196732, 2.13780816214869, 2.219202660194049, 2.254086465711314, 2.260419996242958]
[2025-06-01 17:38:21,598] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-01 17:38:39,557] [SEDG] [INFO] Epoch:16 || Train Acc@1  96.04 ( 95.24), Train Cla Loss 4.1558e+01 (4.7805e+01)
[2025-06-01 17:38:46,922] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [89.00651550292969, 79.66883850097656, 63.38219451904297], Val Loss  [0.5596110902314078, 0.8378579305903531, 1.275554795995209] || Best Acc@1:77.353
[2025-06-01 17:38:46,922] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [47.041259765625, 36.15635299682617, 30.618894577026367, 29.88599395751953, 32.03040313720703, 36.10206604003906], Test Loss [1.7296776666703364, 2.0609791694324255, 2.297892950256795, 2.410737537017474, 2.4451828360169254, 2.403821745602238]
[2025-06-01 17:38:46,948] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-01 17:39:04,505] [SEDG] [INFO] Epoch:17 || Train Acc@1  95.42 ( 95.56), Train Cla Loss 4.7850e+01 (4.4843e+01)
[2025-06-01 17:39:09,137] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [90.09229278564453, 79.50597381591797, 62.40499496459961], Val Loss  [0.5771446241617979, 0.8680511588770714, 1.30119504641244] || Best Acc@1:77.353
[2025-06-01 17:39:09,137] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [42.94245529174805, 33.360477447509766, 31.378936767578125, 31.786102294921875, 33.713356018066406, 36.15635299682617], Test Loss [1.755685384576406, 2.045965323619035, 2.2093300473806523, 2.2912324690275163, 2.308709753452761, 2.2956734154045777]
[2025-06-01 17:39:09,168] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-01 17:39:22,990] [SEDG] [INFO] Epoch:18 || Train Acc@1  97.08 ( 95.76), Train Cla Loss 3.8742e+01 (4.2398e+01)
[2025-06-01 17:39:27,626] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [86.59066772460938, 77.25299072265625, 61.18349838256836], Val Loss  [0.7047063562691406, 0.9786490069926755, 1.3550723565906189] || Best Acc@1:77.353
[2025-06-01 17:39:27,627] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [43.1867561340332, 33.1433219909668, 31.378936767578125, 31.107492446899414, 34.147666931152344, 35.23344421386719], Test Loss [1.7303852040915224, 1.951665141683448, 2.046288922089319, 2.0936669526736975, 2.0897757005225563, 2.1015586324934072]
[2025-06-01 17:39:27,658] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-01 17:39:42,651] [SEDG] [INFO] Epoch:19 || Train Acc@1  98.54 ( 96.00), Train Cla Loss 3.1705e+01 (4.0504e+01)
[2025-06-01 17:39:47,457] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [86.4006576538086, 76.330078125, 58.116180419921875], Val Loss  [0.6143513498554789, 0.906350242975092, 1.3174661452296503] || Best Acc@1:77.353
[2025-06-01 17:39:47,457] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [41.0423469543457, 30.72747039794922, 27.714441299438477, 28.31161880493164, 30.45602798461914, 33.84907913208008], Test Loss [1.7362203178654276, 2.014651842148374, 2.216192507976818, 2.3569749186015674, 2.40138943692372, 2.399027921477824]
[2025-06-01 17:39:47,478] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-01 17:40:04,939] [SEDG] [INFO] Epoch:20 || Train Acc@1  97.71 ( 96.10), Train Cla Loss 3.3933e+01 (3.8489e+01)
[2025-06-01 17:40:11,811] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [88.08361053466797, 78.990234375, 62.02497482299805], Val Loss  [0.5851229992285614, 0.8697962924012921, 1.3140560136167545] || Best Acc@1:77.353
[2025-06-01 17:40:11,812] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [43.05103302001953, 33.98480224609375, 30.917482376098633, 31.731815338134766, 34.36482238769531, 36.15635299682617], Test Loss [1.7624758866400205, 2.038580225034335, 2.2045358415535294, 2.2732885419739963, 2.2972655366220383, 2.28949770709979]
[2025-06-01 17:40:11,862] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-01 17:40:29,299] [SEDG] [INFO] Epoch:21 || Train Acc@1  97.08 ( 96.38), Train Cla Loss 3.8737e+01 (3.6270e+01)
[2025-06-01 17:40:36,611] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [78.74593353271484, 65.4723129272461, 46.55266189575195], Val Loss  [0.7310856128360239, 1.0730146724937017, 1.593055735193557] || Best Acc@1:77.353
[2025-06-01 17:40:36,611] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [32.22041320800781, 25.57003402709961, 22.61129379272461, 22.80130386352539, 25.108577728271484, 28.9902286529541], Test Loss [2.042455088432138, 2.347890415875065, 2.5527457701655085, 2.634905392649896, 2.637931488235921, 2.610375119342866]
[2025-06-01 17:40:36,646] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-01 17:40:52,171] [SEDG] [INFO] Epoch:22 || Train Acc@1  96.46 ( 96.59), Train Cla Loss 3.6580e+01 (3.4102e+01)
[2025-06-01 17:40:58,980] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [81.48751831054688, 70.22258758544922, 51.221500396728516], Val Loss  [0.6361484187822001, 0.9635993374287112, 1.4509427842565779] || Best Acc@1:77.353
[2025-06-01 17:40:58,988] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [37.59500503540039, 27.85016441345215, 25.027145385742188, 24.538545608520508, 26.221498489379883, 28.963085174560547], Test Loss [1.9082985662093768, 2.2911205151958653, 2.524629407286256, 2.681274994188489, 2.746405606937719, 2.717243852366842]
[2025-06-01 17:40:59,040] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-01 17:41:15,106] [SEDG] [INFO] Epoch:23 || Train Acc@1  97.50 ( 96.62), Train Cla Loss 3.0237e+01 (3.3154e+01)
[2025-06-01 17:41:22,060] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [81.62323760986328, 71.9055404663086, 54.09880828857422], Val Loss  [0.6477141019187455, 0.9464665662970527, 1.402956544382176] || Best Acc@1:77.353
[2025-06-01 17:41:22,061] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [36.889251708984375, 26.791532516479492, 22.421281814575195, 23.588491439819336, 25.787189483642578, 28.854507446289062], Test Loss [1.8891644994288392, 2.232131140239852, 2.449426977952839, 2.5665982305421116, 2.60979177975111, 2.6218750391410306]
[2025-06-01 17:41:22,092] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-01 17:41:36,681] [SEDG] [INFO] Epoch:24 || Train Acc@1  97.08 ( 96.84), Train Cla Loss 2.9588e+01 (3.1617e+01)
[2025-06-01 17:41:42,577] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [82.0846939086914, 73.04560852050781, 58.98480224609375], Val Loss  [0.6495871518644526, 0.885564972989334, 1.2561922535445869] || Best Acc@1:77.353
[2025-06-01 17:41:42,577] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [43.512489318847656, 31.650381088256836, 25.950056076049805, 25.597177505493164, 27.605863571166992, 29.69598388671875], Test Loss [1.7411319953222617, 2.193687844354089, 2.5381002449445695, 2.6889087400529594, 2.7290705050241675, 2.704934005240276]
[2025-06-01 17:41:42,605] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-01 17:42:06,836] [SEDG] [INFO] Epoch:25 || Train Acc@1  97.08 ( 97.02), Train Cla Loss 3.1673e+01 (3.0114e+01)
[2025-06-01 17:42:14,387] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [81.13463592529297, 71.36265563964844, 55.23887252807617], Val Loss  [0.6406106680922865, 0.9362963605004724, 1.3811896134665425] || Best Acc@1:77.353
[2025-06-01 17:42:14,389] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [38.680782318115234, 29.20738410949707, 27.931596755981445, 28.230186462402344, 30.700326919555664, 31.62323760986328], Test Loss [1.8994661596776607, 2.2660738948113757, 2.4947691429709766, 2.683849156873622, 2.740713333073967, 2.7684819814824904]
[2025-06-01 17:42:14,415] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-01 17:42:27,653] [SEDG] [INFO] Epoch:26 || Train Acc@1  97.50 ( 97.05), Train Cla Loss 2.7804e+01 (2.8594e+01)
[2025-06-01 17:42:32,204] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [78.44734191894531, 69.46253967285156, 52.605865478515625], Val Loss  [0.6729562078702722, 0.9479060501151442, 1.4002632865688311] || Best Acc@1:77.353
[2025-06-01 17:42:32,204] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [36.699241638183594, 27.252986907958984, 25.922910690307617, 25.895767211914062, 28.80021858215332, 31.243215560913086], Test Loss [1.8799622412224934, 2.240107443899596, 2.461218034017358, 2.6044473780094606, 2.693617290316653, 2.7033236422833866]
[2025-06-01 17:42:32,235] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-01 17:42:44,464] [SEDG] [INFO] Epoch:27 || Train Acc@1  97.92 ( 97.21), Train Cla Loss 2.1899e+01 (2.7337e+01)
[2025-06-01 17:42:49,404] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [81.84039306640625, 74.3485336303711, 59.20195770263672], Val Loss  [0.5777489736142298, 0.8098780188576018, 1.2422389801628038] || Best Acc@1:77.353
[2025-06-01 17:42:49,404] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [41.178070068359375, 29.940282821655273, 27.171554565429688, 25.515745162963867, 28.474485397338867, 30.238872528076172], Test Loss [1.7903179291405196, 2.2339377713902375, 2.5294582074938847, 2.7280857011627297, 2.775084714547819, 2.8080519907637607]
[2025-06-01 17:42:49,426] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-01 17:43:04,331] [SEDG] [INFO] Epoch:28 || Train Acc@1  97.29 ( 97.25), Train Cla Loss 2.9498e+01 (2.6431e+01)
[2025-06-01 17:43:11,244] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [79.88599395751953, 70.38545227050781, 54.69598388671875], Val Loss  [0.613063267659675, 0.9197105037272947, 1.3913864472013342] || Best Acc@1:77.353
[2025-06-01 17:43:11,245] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [39.250816345214844, 29.560260772705078, 27.41585350036621, 27.307275772094727, 29.42453956604004, 30.99891471862793], Test Loss [1.9121394235070444, 2.3265480622406502, 2.5922160808737194, 2.776377469009996, 2.8228772004963134, 2.8149631170962457]
[2025-06-01 17:43:11,284] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-01 17:43:27,374] [SEDG] [INFO] Epoch:29 || Train Acc@1  96.04 ( 97.28), Train Cla Loss 3.0098e+01 (2.5720e+01)
[2025-06-01 17:43:32,034] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [78.96308898925781, 70.35830688476562, 53.93593978881836], Val Loss  [0.640674365362826, 0.8936882197662751, 1.3783136004345424] || Best Acc@1:77.353
[2025-06-01 17:43:32,034] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [37.97502899169922, 30.211727142333984, 28.1758975982666, 27.931596755981445, 30.78175926208496, 32.491859436035156], Test Loss [1.9423444278853723, 2.398606891352501, 2.684244900650621, 2.801958376887567, 2.769958081385212, 2.7565064220552724]
[2025-06-01 17:43:32,066] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-01 17:43:44,619] [SEDG] [INFO] Epoch:30 || Train Acc@1  96.46 ( 97.45), Train Cla Loss 2.4835e+01 (2.4353e+01)
[2025-06-01 17:43:49,006] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [77.74158477783203, 69.02823638916016, 51.845821380615234], Val Loss  [0.6490526179925626, 0.9366450216560488, 1.4275153918064378] || Best Acc@1:77.353
[2025-06-01 17:43:49,007] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [37.62215042114258, 27.660152435302734, 25.922910690307617, 26.24864387512207, 28.555917739868164, 30.59174919128418], Test Loss [1.937436894019186, 2.3565083016013477, 2.6563499455343242, 2.911597994329098, 2.98988282331038, 2.964732031868801]
[2025-06-01 17:43:49,045] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-01 17:44:01,015] [SEDG] [INFO] Epoch:31 || Train Acc@1  97.29 ( 97.47), Train Cla Loss 2.5634e+01 (2.3768e+01)
[2025-06-01 17:44:05,496] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [77.74158477783203, 69.78827667236328, 54.044517517089844], Val Loss  [0.6799703949049164, 0.9848290367312851, 1.4983734261329478] || Best Acc@1:77.353
[2025-06-01 17:44:05,497] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [37.513572692871094, 27.41585350036621, 23.8870792388916, 22.31270408630371, 24.40282440185547, 27.33441925048828], Test Loss [2.1573938441975495, 2.7352654242748544, 3.0983925549137474, 3.328029202327666, 3.338994412934741, 3.299873139260258]
[2025-06-01 17:44:05,517] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-01 17:44:17,528] [SEDG] [INFO] Epoch:32 || Train Acc@1  98.75 ( 97.56), Train Cla Loss 1.9086e+01 (2.2728e+01)
[2025-06-01 17:44:22,044] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [76.8458251953125, 67.34527587890625, 50.461456298828125], Val Loss  [0.6959432977030254, 1.017030110964946, 1.5697034799314866] || Best Acc@1:77.353
[2025-06-01 17:44:22,044] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [33.7947883605957, 26.140066146850586, 22.584148406982422, 22.692726135253906, 25.21715545654297, 28.148752212524414], Test Loss [2.1827947526490648, 2.5671356532006775, 2.8934608492090184, 3.1201974374851886, 3.2500363056356822, 3.237618566724299]
[2025-06-01 17:44:22,061] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-01 17:44:38,627] [SEDG] [INFO] Epoch:33 || Train Acc@1  98.33 ( 97.58), Train Cla Loss 1.9229e+01 (2.2273e+01)
[2025-06-01 17:44:45,760] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [78.6373519897461, 69.97828674316406, 53.420196533203125], Val Loss  [0.6495856712617781, 0.940823086115747, 1.4651769298683937] || Best Acc@1:77.353
[2025-06-01 17:44:45,765] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [37.81216049194336, 29.261672973632812, 25.244300842285156, 26.845821380615234, 29.994571685791016, 31.297504425048828], Test Loss [2.0405509184548443, 2.5083047326302297, 2.854104844289028, 3.016732515651939, 3.1027842204811518, 3.132115116336835]
[2025-06-01 17:44:45,837] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-01 17:45:01,218] [SEDG] [INFO] Epoch:34 || Train Acc@1  97.08 ( 97.54), Train Cla Loss 2.2301e+01 (2.1738e+01)
[2025-06-01 17:45:08,049] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [77.93160247802734, 68.89250946044922, 52.0629768371582], Val Loss  [0.6232560111956021, 0.8932064488190393, 1.359216325834442] || Best Acc@1:77.353
[2025-06-01 17:45:08,050] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [39.087947845458984, 30.18458366394043, 26.981542587280273, 27.687297821044922, 29.370250701904297, 30.754615783691406], Test Loss [1.8735537389202304, 2.3504755877516557, 2.654387931482023, 2.8753040994029093, 2.9977417077614352, 3.098148912094315]
[2025-06-01 17:45:08,096] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-01 17:45:23,334] [SEDG] [INFO] Epoch:35 || Train Acc@1  98.12 ( 97.63), Train Cla Loss 1.7491e+01 (2.1031e+01)
[2025-06-01 17:45:30,531] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [77.52442932128906, 67.91531372070312, 51.54723358154297], Val Loss  [0.6463595308387706, 0.9307644351685863, 1.4390514925947406] || Best Acc@1:77.353
[2025-06-01 17:45:30,531] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [38.32790756225586, 29.261672973632812, 26.628665924072266, 25.62432289123535, 27.90445327758789, 28.637351989746094], Test Loss [2.0400045139393512, 2.5502052648836315, 2.9687581970947963, 3.29754757725843, 3.435364599724934, 3.4742431531899913]
[2025-06-01 17:45:30,555] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-01 17:45:46,092] [SEDG] [INFO] Epoch:36 || Train Acc@1  97.92 ( 97.67), Train Cla Loss 2.0974e+01 (2.0484e+01)
[2025-06-01 17:45:52,729] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [62.73072814941406, 51.11292266845703, 38.002174377441406], Val Loss  [0.9026085396543, 1.3405931609461283, 1.903408231875019] || Best Acc@1:77.353
[2025-06-01 17:45:52,729] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [29.69598388671875, 25.380022048950195, 23.235614776611328, 24.972856521606445, 27.76873016357422, 29.397396087646484], Test Loss [2.4301887839935503, 2.828927760792089, 3.185211451123514, 3.372810768382169, 3.46067977339903, 3.451467135830112]
[2025-06-01 17:45:52,761] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-01 17:46:08,796] [SEDG] [INFO] Epoch:37 || Train Acc@1  98.33 ( 97.62), Train Cla Loss 1.8712e+01 (2.0272e+01)
[2025-06-01 17:46:16,585] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [73.31704711914062, 64.25081634521484, 50.054290771484375], Val Loss  [0.6834706145699715, 0.9691646497102048, 1.4718408273951626] || Best Acc@1:77.353
[2025-06-01 17:46:16,586] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [36.86210632324219, 28.71878433227539, 24.782846450805664, 24.077091217041016, 26.140066146850586, 27.82301902770996], Test Loss [2.075502590558428, 2.5753973640914074, 2.9641646841838227, 3.21398190411372, 3.219877225180014, 3.221469735477957]
[2025-06-01 17:46:16,617] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-01 17:46:38,170] [SEDG] [INFO] Epoch:38 || Train Acc@1  96.67 ( 97.72), Train Cla Loss 2.0701e+01 (1.9660e+01)
[2025-06-01 17:46:42,535] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [77.38871002197266, 68.81108093261719, 53.39305114746094], Val Loss  [0.6214624171536598, 0.8933679937151433, 1.3679600410430361] || Best Acc@1:77.353
[2025-06-01 17:46:42,536] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [40.038002014160156, 31.56894874572754, 28.827362060546875, 28.555917739868164, 30.86319351196289, 31.62323760986328], Test Loss [1.9364422951925073, 2.4150162628496896, 2.7841970524492794, 3.031228034426413, 3.1012619155237653, 3.0823548251720516]
[2025-06-01 17:46:42,556] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-01 17:46:54,559] [SEDG] [INFO] Epoch:39 || Train Acc@1  97.71 ( 97.82), Train Cla Loss 2.1134e+01 (1.8847e+01)
[2025-06-01 17:46:59,044] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [71.44408416748047, 63.626495361328125, 50.0], Val Loss  [0.6948358923293868, 0.9495773086330401, 1.380402811187098] || Best Acc@1:77.353
[2025-06-01 17:46:59,044] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [36.86210632324219, 30.59174919128418, 26.43865394592285, 25.814332962036133, 27.00868797302246, 28.2573299407959], Test Loss [1.8947371485178945, 2.3011588498901467, 2.6456824358589097, 2.9120860340540884, 3.052863997822864, 3.1792492493744393]
[2025-06-01 17:46:59,070] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-01 17:47:11,013] [SEDG] [INFO] Epoch:40 || Train Acc@1  98.33 ( 97.70), Train Cla Loss 1.5959e+01 (1.9361e+01)
[2025-06-01 17:47:15,413] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [66.66667175292969, 57.22041320800781, 43.75678634643555], Val Loss  [0.7909574929976696, 1.1345041260268867, 1.6573981765038803] || Best Acc@1:77.353
[2025-06-01 17:47:15,413] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [30.59174919128418, 22.991313934326172, 21.064062118530273, 21.579805374145508, 25.027145385742188, 29.180240631103516], Test Loss [2.268234220312162, 2.767622340385611, 3.1356821091244975, 3.385997613788816, 3.435712704829362, 3.366278854954126]
[2025-06-01 17:47:15,436] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-01 17:47:30,797] [SEDG] [INFO] Epoch:41 || Train Acc@1  98.54 ( 97.81), Train Cla Loss 1.3608e+01 (1.8542e+01)
[2025-06-01 17:47:37,861] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [67.18241119384766, 60.2877311706543, 46.9598274230957], Val Loss  [0.7793552149390554, 1.088945327830237, 1.5895095982070078] || Best Acc@1:77.353
[2025-06-01 17:47:37,862] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [36.56351852416992, 28.745929718017578, 26.275787353515625, 25.027145385742188, 26.194355010986328, 27.28013038635254], Test Loss [2.1605656783821527, 2.632783461471334, 3.0804250116068688, 3.499139186225419, 3.6422211021087847, 3.698515193081834]
[2025-06-01 17:47:37,895] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-01 17:47:53,811] [SEDG] [INFO] Epoch:42 || Train Acc@1  98.96 ( 97.87), Train Cla Loss 1.6827e+01 (1.7883e+01)
[2025-06-01 17:47:58,418] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [71.00977325439453, 64.41368103027344, 51.76438903808594], Val Loss  [0.6701423510278087, 0.9493089681339575, 1.4244426259777057] || Best Acc@1:77.353
[2025-06-01 17:47:58,419] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [38.056461334228516, 28.773073196411133, 24.267101287841797, 22.80130386352539, 24.89142417907715, 26.764387130737305], Test Loss [2.08105200276701, 2.6637965957194276, 3.14024972372024, 3.4351367701924973, 3.5021784631747765, 3.4957999755971207]
[2025-06-01 17:47:58,446] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-01 17:48:10,533] [SEDG] [INFO] Epoch:43 || Train Acc@1  98.75 ( 97.90), Train Cla Loss 1.3956e+01 (1.7617e+01)
[2025-06-01 17:48:14,823] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [66.55809020996094, 59.3105354309082, 44.326820373535156], Val Loss  [0.8448819945223557, 1.2459327962965452, 1.927637774315253] || Best Acc@1:77.353
[2025-06-01 17:48:14,823] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [33.306190490722656, 27.252986907958984, 24.10423469543457, 23.099891662597656, 24.158523559570312, 26.411510467529297], Test Loss [2.6607107300711768, 3.2037807598176142, 3.6139315929785614, 3.8116758498772736, 3.863627887315781, 3.9208461065634066]
[2025-06-01 17:48:14,847] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-01 17:48:26,999] [SEDG] [INFO] Epoch:44 || Train Acc@1  98.12 ( 97.89), Train Cla Loss 1.6971e+01 (1.7513e+01)
[2025-06-01 17:48:31,374] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [61.94354248046875, 53.013031005859375, 40.038002014160156], Val Loss  [0.9642033903140587, 1.3783957888326739, 1.9188617324207815] || Best Acc@1:77.353
[2025-06-01 17:48:31,374] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [30.157438278198242, 23.371335983276367, 21.715526580810547, 21.389795303344727, 23.127037048339844, 24.782846450805664], Test Loss [2.470327386638629, 2.879309827419368, 3.237716617335714, 3.4660432004773267, 3.604921076895748, 3.6685110179143154]
[2025-06-01 17:48:31,396] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-01 17:48:43,408] [SEDG] [INFO] Epoch:45 || Train Acc@1  98.33 ( 98.03), Train Cla Loss 1.4901e+01 (1.6622e+01)
[2025-06-01 17:48:47,786] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [71.85124969482422, 65.60803985595703, 52.90445327758789], Val Loss  [0.7055143200419236, 0.9825913715828514, 1.408483776285128] || Best Acc@1:77.353
[2025-06-01 17:48:47,786] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [41.2052116394043, 33.55049133300781, 26.710098266601562, 24.40282440185547, 24.918567657470703, 25.244300842285156], Test Loss [1.9600247991201543, 2.424446432132286, 2.9266507765369227, 3.260220241080666, 3.352277044364606, 3.4091253303937883]
[2025-06-01 17:48:47,813] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-01 17:49:04,214] [SEDG] [INFO] Epoch:46 || Train Acc@1  98.96 ( 98.04), Train Cla Loss 1.2850e+01 (1.6071e+01)
[2025-06-01 17:49:10,682] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [66.9381103515625, 59.66341018676758, 47.12269592285156], Val Loss  [0.8046293485824759, 1.1379304699090094, 1.6616512521470408] || Best Acc@1:77.353
[2025-06-01 17:49:10,682] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [37.37785339355469, 30.510316848754883, 26.140066146850586, 24.647123336791992, 25.97719955444336, 26.140066146850586], Test Loss [2.2425747950612918, 2.7879234633927235, 3.262217965887113, 3.609958266590628, 3.737733781920194, 3.8221604257142503]
[2025-06-01 17:49:10,701] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-01 17:49:25,963] [SEDG] [INFO] Epoch:47 || Train Acc@1  98.33 ( 98.04), Train Cla Loss 1.3113e+01 (1.6015e+01)
[2025-06-01 17:49:32,428] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [70.22258758544922, 65.01085662841797, 52.71444320678711], Val Loss  [0.723107877694046, 0.9951085077434876, 1.4498568470392632] || Best Acc@1:77.353
[2025-06-01 17:49:32,428] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [41.96525573730469, 32.9804573059082, 27.035831451416016, 24.511402130126953, 25.732900619506836, 25.732900619506836], Test Loss [2.007504205750332, 2.561975820056779, 3.1243577220929173, 3.479950757290719, 3.5632937505889792, 3.5792980147495332]
[2025-06-01 17:49:32,450] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-01 17:49:48,033] [SEDG] [INFO] Epoch:48 || Train Acc@1  98.96 ( 98.06), Train Cla Loss 1.2922e+01 (1.5840e+01)
[2025-06-01 17:49:54,668] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [66.69381713867188, 61.56351852416992, 52.035831451416016], Val Loss  [0.7873124623919932, 1.0452477034994367, 1.4867742488749252] || Best Acc@1:77.353
[2025-06-01 17:49:54,668] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [41.7209587097168, 33.22475814819336, 28.420196533203125, 25.76004409790039, 27.33441925048828, 28.1758975982666], Test Loss [2.046586428092435, 2.5711421593781014, 3.113802046263257, 3.515157030149081, 3.6091304974757885, 3.6165098577058274]
[2025-06-01 17:49:54,707] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-01 17:50:09,616] [SEDG] [INFO] Epoch:49 || Train Acc@1  97.92 ( 98.14), Train Cla Loss 1.5755e+01 (1.5581e+01)
[2025-06-01 17:50:16,373] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [66.61238098144531, 59.58197784423828, 48.56134796142578], Val Loss  [0.7568563665551549, 1.0701729874657497, 1.5635988110439785] || Best Acc@1:77.353
[2025-06-01 17:50:16,374] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [37.54071807861328, 30.238872528076172, 25.678611755371094, 22.964170455932617, 24.484256744384766, 24.45711326599121], Test Loss [2.1726313180954526, 2.650547926123057, 3.121930941696664, 3.4063438740149383, 3.4813156935601746, 3.522063591581214]
[2025-06-01 17:50:16,426] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-06-01 17:50:34,482] [SEDG] [INFO] Epoch:50 || Train Acc@1  98.75 ( 98.17), Train Cla Loss 1.3051e+01 (1.5012e+01)
[2025-06-01 17:50:41,623] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [65.74375915527344, 58.713356018066406, 47.23127365112305], Val Loss  [0.837613452335134, 1.1757736462335244, 1.7123495445189336] || Best Acc@1:77.353
[2025-06-01 17:50:41,624] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [36.15635299682617, 29.83170509338379, 25.868621826171875, 23.69706916809082, 25.162866592407227, 24.918567657470703], Test Loss [2.356932111982414, 2.9114477463576227, 3.372992428583897, 3.743196405106336, 3.844399334165095, 3.8703258262783384]
[2025-06-01 17:50:41,645] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-06-01 17:51:02,745] [SEDG] [INFO] Epoch:51 || Train Acc@1  97.71 ( 98.23), Train Cla Loss 1.4801e+01 (1.4300e+01)
[2025-06-01 17:51:07,232] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [66.74810028076172, 61.10206604003906, 52.57872009277344], Val Loss  [0.7183991647310288, 0.978748182520416, 1.4030133023712457] || Best Acc@1:77.353
[2025-06-01 17:51:07,233] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [43.05103302001953, 36.34636306762695, 30.754615783691406, 26.818675994873047, 28.12160873413086, 27.63300895690918], Test Loss [1.9273551085096228, 2.4115792866250203, 2.9044038597069655, 3.3046165669779826, 3.4629978582214456, 3.525515451493403]
[2025-06-01 17:51:07,382] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-06-01 17:51:19,641] [SEDG] [INFO] Epoch:52 || Train Acc@1  97.50 ( 98.06), Train Cla Loss 1.7859e+01 (1.5208e+01)
[2025-06-01 17:51:24,388] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [66.4766616821289, 61.18349838256836, 51.275787353515625], Val Loss  [0.7586031577486169, 1.0039824293956694, 1.4695096912912127] || Best Acc@1:77.353
[2025-06-01 17:51:24,388] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [40.010860443115234, 33.0618896484375, 30.1031494140625, 29.044517517089844, 30.238872528076172, 29.88599395751953], Test Loss [2.055586398618617, 2.5285432664889855, 2.9855734525363684, 3.375001335765329, 3.524476750277541, 3.6580207371168107]
[2025-06-01 17:51:24,451] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-06-01 17:51:37,044] [SEDG] [INFO] Epoch:53 || Train Acc@1  97.50 ( 98.23), Train Cla Loss 1.4636e+01 (1.4219e+01)
[2025-06-01 17:51:42,280] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [67.34527587890625, 62.83930587768555, 54.42454147338867], Val Loss  [0.7481196130525793, 1.025109257100071, 1.4621333920606185] || Best Acc@1:77.353
[2025-06-01 17:51:42,281] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [44.0010871887207, 35.450599670410156, 28.58306312561035, 25.62432289123535, 27.22584342956543, 26.601520538330078], Test Loss [2.0911670911583915, 2.7000259056153437, 3.301062899226086, 3.812385875937993, 3.8972919958033856, 3.9059997987281228]
[2025-06-01 17:51:42,313] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-06-01 17:52:04,045] [SEDG] [INFO] Epoch:54 || Train Acc@1  98.96 ( 98.37), Train Cla Loss 1.0787e+01 (1.3480e+01)
[2025-06-01 17:52:08,785] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [66.74810028076172, 60.8034782409668, 51.38436508178711], Val Loss  [0.7693744812415555, 1.0544135306479487, 1.5358798655314243] || Best Acc@1:77.353
[2025-06-01 17:52:08,786] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [40.553749084472656, 32.60043716430664, 28.501628875732422, 26.0314884185791, 28.12160873413086, 26.900110244750977], Test Loss [2.175556074912851, 2.7792839025441523, 3.3147887608904014, 3.712836928786983, 3.87301145547376, 3.911762182409678]
[2025-06-01 17:52:08,812] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-06-01 17:52:21,237] [SEDG] [INFO] Epoch:55 || Train Acc@1  98.75 ( 98.32), Train Cla Loss 1.0580e+01 (1.3675e+01)
[2025-06-01 17:52:25,734] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [66.53094482421875, 61.56351852416992, 51.54723358154297], Val Loss  [0.8040468281177434, 1.0940530622432596, 1.6567602681803004] || Best Acc@1:77.353
[2025-06-01 17:52:25,734] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [40.49945831298828, 32.763301849365234, 28.365907669067383, 26.0314884185791, 27.442996978759766, 26.818675994873047], Test Loss [2.387143974583778, 3.0492144562910743, 3.6909086090734027, 4.211125732633112, 4.3655286984645585, 4.342824163188375]
[2025-06-01 17:52:25,765] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-06-01 17:52:37,782] [SEDG] [INFO] Epoch:56 || Train Acc@1  98.54 ( 98.29), Train Cla Loss 1.4612e+01 (1.3648e+01)
[2025-06-01 17:52:42,238] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [67.42671203613281, 63.35505294799805, 54.343109130859375], Val Loss  [0.7475664978695227, 0.9725433863723705, 1.3984302523081777] || Best Acc@1:77.353
[2025-06-01 17:52:42,239] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [43.729644775390625, 33.95765686035156, 28.1758975982666, 24.755701065063477, 26.357221603393555, 26.330076217651367], Test Loss [2.0314771461176173, 2.7009665569963985, 3.274515062667648, 3.7081563806689135, 3.695540375352294, 3.714343025940637]
[2025-06-01 17:52:42,269] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-06-01 17:52:54,691] [SEDG] [INFO] Epoch:57 || Train Acc@1  98.33 ( 98.38), Train Cla Loss 1.0320e+01 (1.3042e+01)
[2025-06-01 17:52:58,879] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [67.15526580810547, 60.55917739868164, 50.92291259765625], Val Loss  [0.8026895525012808, 1.131753645813038, 1.6759137109358846] || Best Acc@1:77.353
[2025-06-01 17:52:58,880] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [40.200870513916016, 33.63192367553711, 26.87296485900879, 24.538545608520508, 26.140066146850586, 26.004344940185547], Test Loss [2.3258636323947472, 2.896691214378183, 3.472680337265959, 3.826757707502632, 3.915467412153362, 4.07418006250835]
[2025-06-01 17:52:58,908] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-06-01 17:53:14,810] [SEDG] [INFO] Epoch:58 || Train Acc@1  98.54 ( 98.41), Train Cla Loss 1.0977e+01 (1.2777e+01)
[2025-06-01 17:53:21,593] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [66.58523559570312, 60.55917739868164, 50.407169342041016], Val Loss  [0.808661051021725, 1.1328241681431326, 1.6710111838598594] || Best Acc@1:77.353
[2025-06-01 17:53:21,593] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [39.52225875854492, 31.596092224121094, 26.411510467529297, 23.69706916809082, 26.547231674194336, 26.275787353515625], Test Loss [2.3714886635833143, 3.046681061629752, 3.7074424715694465, 4.214217940836853, 4.311099238815059, 4.325792758394918]
[2025-06-01 17:53:21,612] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-06-01 17:53:37,900] [SEDG] [INFO] Epoch:59 || Train Acc@1  97.71 ( 98.36), Train Cla Loss 1.3568e+01 (1.3067e+01)
[2025-06-01 17:53:45,094] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [65.4451675415039, 59.58197784423828, 50.461456298828125], Val Loss  [0.899851335570556, 1.1968129589813927, 1.6542093194657117] || Best Acc@1:77.353
[2025-06-01 17:53:45,094] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [39.657981872558594, 32.24755859375, 28.80021858215332, 27.524431228637695, 28.93593978881836, 28.52877426147461], Test Loss [2.3325510661842768, 2.91550640407525, 3.4685023289161707, 3.906333682591441, 3.9544478480124705, 3.98193946024494]
[2025-06-01 17:53:45,124] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-06-01 17:53:59,474] [SEDG] [INFO] Epoch:60 || Train Acc@1  99.38 ( 98.32), Train Cla Loss 7.8872e+00 (1.3175e+01)
[2025-06-01 17:54:05,563] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [65.85233306884766, 60.450599670410156, 50.08143615722656], Val Loss  [0.8498797251657865, 1.1478961112056572, 1.6459691532271692] || Best Acc@1:77.353
[2025-06-01 17:54:05,564] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [38.92508316040039, 31.08034896850586, 27.28013038635254, 27.1444091796875, 29.42453956604004, 29.804561614990234], Test Loss [2.2812550743550353, 2.917783821832862, 3.431609338580203, 3.762287354236317, 3.8369368901081895, 3.8683013061747102]
[2025-06-01 17:54:05,589] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-06-01 17:54:19,855] [SEDG] [INFO] Epoch:61 || Train Acc@1  97.71 ( 98.34), Train Cla Loss 1.4014e+01 (1.3141e+01)
[2025-06-01 17:54:25,946] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [66.2866439819336, 60.722042083740234, 50.624324798583984], Val Loss  [0.8143837088870691, 1.1102244034652213, 1.6025056912766995] || Best Acc@1:77.353
[2025-06-01 17:54:25,954] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [40.28230285644531, 32.38328170776367, 26.52008819580078, 24.348535537719727, 26.140066146850586, 26.0314884185791], Test Loss [2.202551329174725, 2.824862094189523, 3.4969101596732868, 3.9435556579490436, 3.964603566191484, 3.97012786523527]
[2025-06-01 17:54:25,991] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-06-01 17:54:39,737] [SEDG] [INFO] Epoch:62 || Train Acc@1  98.96 ( 98.47), Train Cla Loss 1.0055e+01 (1.2097e+01)
[2025-06-01 17:54:45,964] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [66.85668182373047, 60.99348831176758, 51.19435501098633], Val Loss  [0.828060476710043, 1.143423346820794, 1.6605714881847269] || Best Acc@1:77.353
[2025-06-01 17:54:45,964] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [40.608036041259766, 33.68621063232422, 28.745929718017578, 26.302932739257812, 28.52877426147461, 28.230186462402344], Test Loss [2.344335438374199, 2.9562355687641553, 3.5039187370760043, 3.9174242780728914, 3.941393732636293, 3.9120644482416904]
[2025-06-01 17:54:45,997] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-06-01 17:55:09,056] [SEDG] [INFO] Epoch:63 || Train Acc@1  97.71 ( 98.47), Train Cla Loss 1.4655e+01 (1.1986e+01)
[2025-06-01 17:55:16,896] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [66.85668182373047, 61.074920654296875, 50.48860168457031], Val Loss  [0.7921087396261358, 1.0954923165737611, 1.6341188928591701] || Best Acc@1:77.353
[2025-06-01 17:55:16,897] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [39.847991943359375, 31.867536544799805, 26.900110244750977, 26.085777282714844, 27.442996978759766, 26.085777282714844], Test Loss [2.3261763102068573, 2.9704665042678386, 3.567501773275071, 4.003858853629047, 4.101201154510051, 4.10440273471298]
[2025-06-01 17:55:16,927] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-06-01 17:55:31,071] [SEDG] [INFO] Epoch:64 || Train Acc@1  97.50 ( 98.44), Train Cla Loss 1.7183e+01 (1.2048e+01)
[2025-06-01 17:55:35,850] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [67.48100280761719, 61.834964752197266, 52.55157470703125], Val Loss  [0.8275994712832696, 1.147795136666065, 1.6734695450102468] || Best Acc@1:77.353
[2025-06-01 17:55:35,851] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [42.12812423706055, 33.98480224609375, 29.69598388671875, 28.284475326538086, 29.505971908569336, 27.578720092773438], Test Loss [2.3674373968416393, 3.121974430954029, 3.7939691869754357, 4.2943037387214185, 4.426703252699165, 4.492606437944046]
[2025-06-01 17:55:35,871] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-06-01 17:55:48,699] [SEDG] [INFO] Epoch:65 || Train Acc@1  97.29 ( 98.34), Train Cla Loss 2.1103e+01 (1.2483e+01)
[2025-06-01 17:55:53,627] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [66.36808013916016, 61.672096252441406, 51.52008819580078], Val Loss  [0.8469933917934033, 1.1489423983260163, 1.672308636410617] || Best Acc@1:77.353
[2025-06-01 17:55:53,627] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [41.47665786743164, 33.1433219909668, 27.28013038635254, 24.89142417907715, 27.687297821044922, 28.44734001159668], Test Loss [2.3995338961821813, 3.1762096113024785, 3.958073293735616, 4.520504564726392, 4.554452560623616, 4.522242499485078]
[2025-06-01 17:55:53,655] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-06-01 17:56:10,931] [SEDG] [INFO] Epoch:66 || Train Acc@1  98.33 ( 98.43), Train Cla Loss 1.1455e+01 (1.1967e+01)
[2025-06-01 17:56:17,898] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [66.66667175292969, 61.237789154052734, 52.63301086425781], Val Loss  [0.8483765866935059, 1.1381064197139554, 1.5769044521965498] || Best Acc@1:77.353
[2025-06-01 17:56:17,898] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [43.023887634277344, 34.554832458496094, 28.230186462402344, 26.05863380432129, 27.035831451416016, 26.357221603393555], Test Loss [2.2186589567203088, 2.8297828191266388, 3.469708535880918, 3.974921812063708, 4.16766704254896, 4.33183099392571]
[2025-06-01 17:56:17,930] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-06-01 17:56:31,576] [SEDG] [INFO] Epoch:67 || Train Acc@1  97.71 ( 98.42), Train Cla Loss 1.4745e+01 (1.2025e+01)
[2025-06-01 17:56:35,973] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [67.34527587890625, 61.889251708984375, 52.57872009277344], Val Loss  [0.7876792699583967, 1.0651017555584736, 1.5199150351825677] || Best Acc@1:77.353
[2025-06-01 17:56:35,974] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [41.585235595703125, 34.03908920288086, 28.365907669067383, 25.407167434692383, 27.497285842895508, 26.73724365234375], Test Loss [2.2173047904471233, 2.811748764802268, 3.4514128789062997, 3.9091543452359176, 3.9646188210975075, 4.02579582009331]
[2025-06-01 17:56:36,001] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-06-01 17:56:48,351] [SEDG] [INFO] Epoch:68 || Train Acc@1  98.54 ( 98.45), Train Cla Loss 1.1965e+01 (1.1859e+01)
[2025-06-01 17:56:52,815] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [67.26384735107422, 61.020633697509766, 50.407169342041016], Val Loss  [0.852041507776863, 1.190371684608708, 1.7932020165632914] || Best Acc@1:77.353
[2025-06-01 17:56:52,815] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [40.770904541015625, 33.19761276245117, 27.85016441345215, 26.004344940185547, 27.41585350036621, 25.868621826171875], Test Loss [2.4784040054979855, 3.1138878326850916, 3.744808737540478, 4.177941848090106, 4.267710924925168, 4.343752278567137]
[2025-06-01 17:56:52,835] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-06-01 17:57:05,262] [SEDG] [INFO] Epoch:69 || Train Acc@1  98.54 ( 98.52), Train Cla Loss 1.0186e+01 (1.1172e+01)
[2025-06-01 17:57:09,639] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [66.61238098144531, 60.91205596923828, 50.814334869384766], Val Loss  [0.8156381517357469, 1.115837936292642, 1.656468620906047] || Best Acc@1:77.353
[2025-06-01 17:57:09,639] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [41.25950241088867, 32.899024963378906, 29.587406158447266, 27.82301902770996, 29.20738410949707, 27.877307891845703], Test Loss [2.296675032047185, 2.9408396897952795, 3.5098886482102087, 4.019185072436007, 4.094451186711314, 4.11632353164474]
[2025-06-01 17:57:09,656] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-06-01 17:57:22,159] [SEDG] [INFO] Epoch:70 || Train Acc@1  99.38 ( 98.51), Train Cla Loss 6.8652e+00 (1.1182e+01)
[2025-06-01 17:57:27,710] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [67.64386749267578, 62.97502899169922, 55.157440185546875], Val Loss  [0.8266666525738247, 1.093542323826967, 1.5551090683144932] || Best Acc@1:77.353
[2025-06-01 17:57:27,710] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [46.525516510009766, 39.16938400268555, 31.48751449584961, 28.067319869995117, 28.31161880493164, 26.764387130737305], Test Loss [2.2047805195910923, 2.884710772418044, 3.589035084659191, 4.127833600929583, 4.1893342092681785, 4.19354246648981]
[2025-06-01 17:57:27,745] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-06-01 17:57:45,249] [SEDG] [INFO] Epoch:71 || Train Acc@1  98.33 ( 98.52), Train Cla Loss 1.4507e+01 (1.1156e+01)
[2025-06-01 17:57:54,592] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [66.88382720947266, 61.21064376831055, 51.35722351074219], Val Loss  [0.9103215971676457, 1.2250124280149852, 1.7450617726540332] || Best Acc@1:77.353
[2025-06-01 17:57:54,593] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [41.802391052246094, 34.88056564331055, 31.406082153320312, 29.560260772705078, 30.673181533813477, 29.07166290283203], Test Loss [2.4424740973047014, 3.0747624282339885, 3.6524403359291995, 4.135010400890139, 4.286952321614815, 4.320893806432668]
[2025-06-01 17:57:54,622] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-06-01 17:58:12,237] [SEDG] [INFO] Epoch:72 || Train Acc@1  98.54 ( 98.52), Train Cla Loss 8.3830e+00 (1.0880e+01)
[2025-06-01 17:58:20,140] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [68.02388763427734, 64.22367095947266, 55.89033889770508], Val Loss  [0.7715339977112189, 1.0213607646743328, 1.48007348810811] || Best Acc@1:77.353
[2025-06-01 17:58:20,150] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [46.1454963684082, 38.0836067199707, 32.60043716430664, 30.59174919128418, 30.971771240234375, 30.510316848754883], Test Loss [2.127516488687223, 2.7908695225606914, 3.501817771588552, 4.038689788855637, 4.265141909596198, 4.4537156365981705]
[2025-06-01 17:58:20,199] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-06-01 17:58:36,242] [SEDG] [INFO] Epoch:73 || Train Acc@1  97.92 ( 98.55), Train Cla Loss 1.3253e+01 (1.0972e+01)
[2025-06-01 17:58:42,755] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [67.75244903564453, 62.97502899169922, 54.125953674316406], Val Loss  [0.8267319243195003, 1.0893234173715698, 1.5949608118603982] || Best Acc@1:77.353
[2025-06-01 17:58:42,755] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [44.78827667236328, 36.72638702392578, 30.890336990356445, 27.714441299438477, 28.420196533203125, 27.55157470703125], Test Loss [2.25500162688451, 2.955464972735228, 3.684468138101435, 4.311553492219907, 4.460843047412288, 4.500319122103216]
[2025-06-01 17:58:42,788] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-06-01 17:58:57,625] [SEDG] [INFO] Epoch:74 || Train Acc@1  98.33 ( 98.59), Train Cla Loss 9.0112e+00 (1.0856e+01)
[2025-06-01 17:59:05,081] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [68.2681884765625, 63.8979377746582, 56.05320358276367], Val Loss  [0.7730408351662105, 1.0194298735658975, 1.4841581035514608] || Best Acc@1:77.353
[2025-06-01 17:59:05,081] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [47.47557067871094, 39.847991943359375, 33.00760269165039, 28.854507446289062, 28.338764190673828, 26.492942810058594], Test Loss [2.113886637485765, 2.7666428151270464, 3.4900867076960758, 4.14640503985874, 4.348416399101481, 4.507999726149469]
[2025-06-01 17:59:05,111] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-06-01 17:59:28,106] [SEDG] [INFO] Epoch:75 || Train Acc@1  98.12 ( 98.63), Train Cla Loss 1.3383e+01 (1.0384e+01)
[2025-06-01 17:59:36,965] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [67.5895767211914, 62.37785339355469, 53.773075103759766], Val Loss  [0.7704439236985744, 1.0566705511913237, 1.558931095980666] || Best Acc@1:77.353
[2025-06-01 17:59:36,966] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [42.589576721191406, 34.17481231689453, 28.637351989746094, 26.65580940246582, 28.474485397338867, 27.1444091796875], Test Loss [2.238223770930635, 2.9535748717839243, 3.6091544146646504, 4.196683913178087, 4.365940302125018, 4.3954096531635]
[2025-06-01 17:59:37,012] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-06-01 17:59:56,382] [SEDG] [INFO] Epoch:76 || Train Acc@1  98.54 ( 98.40), Train Cla Loss 9.6501e+00 (1.1832e+01)
[2025-06-01 18:00:05,114] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [67.453857421875, 61.94354248046875, 52.76873016357422], Val Loss  [0.8390828557433834, 1.1800005750469742, 1.7548970780077509] || Best Acc@1:77.353
[2025-06-01 18:00:05,115] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [42.15526580810547, 33.98480224609375, 28.881650924682617, 26.43865394592285, 28.148752212524414, 27.442996978759766], Test Loss [2.5603541947343063, 3.3590377425526174, 4.072427306967372, 4.694961745109931, 4.824587191354957, 4.774059885876187]
[2025-06-01 18:00:05,133] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-06-01 18:00:20,566] [SEDG] [INFO] Epoch:77 || Train Acc@1  98.33 ( 98.44), Train Cla Loss 1.1057e+01 (1.0927e+01)
[2025-06-01 18:00:27,748] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [68.2681884765625, 63.51791763305664, 54.125953674316406], Val Loss  [0.7864725731483112, 1.0424945806835684, 1.5630045542887834] || Best Acc@1:77.353
[2025-06-01 18:00:27,749] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [43.48534393310547, 34.36482238769531, 29.07166290283203, 26.330076217651367, 27.985885620117188, 27.1444091796875], Test Loss [2.2294591296379265, 2.982053016606682, 3.5961407597756154, 4.146096366236186, 4.16750519749396, 4.152388595991104]
[2025-06-01 18:00:27,804] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-06-01 18:00:42,929] [SEDG] [INFO] Epoch:78 || Train Acc@1  98.54 ( 98.61), Train Cla Loss 1.2491e+01 (1.0226e+01)
[2025-06-01 18:00:48,481] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [68.15961456298828, 63.979373931884766, 55.510318756103516], Val Loss  [0.7690050116579386, 1.0065083239676509, 1.471145271672488] || Best Acc@1:77.353
[2025-06-01 18:00:48,481] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [45.24972915649414, 37.02497482299805, 30.971771240234375, 28.067319869995117, 29.234529495239258, 27.687297821044922], Test Loss [2.137486044669384, 2.886574836817937, 3.607502340105535, 4.315118441752579, 4.472401521104943, 4.524842886660697]
[2025-06-01 18:00:48,499] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-06-01 18:01:07,438] [SEDG] [INFO] Epoch:79 || Train Acc@1  99.38 ( 98.58), Train Cla Loss 5.1341e+00 (1.0343e+01)
[2025-06-01 18:01:12,393] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [67.80673217773438, 63.35505294799805, 54.56026077270508], Val Loss  [0.7820305542759476, 1.0406959054912728, 1.5152510924913984] || Best Acc@1:77.353
[2025-06-01 18:01:12,394] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [44.951141357421875, 36.42779541015625, 30.673181533813477, 28.881650924682617, 30.021717071533203, 28.66449546813965], Test Loss [2.1790010346651854, 2.7915277807254357, 3.4868550867521804, 4.03214915645239, 4.1596557480504535, 4.23163121686308]
[2025-06-01 18:01:12,424] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-01 18:01:17,240] [SEDG] [INFO] Val  Acc@1: [89.00651550292969, 79.66883850097656, 63.38219451904297], Val Loss  [0.5596110857659132, 0.8378579210769082, 1.2755548107507564]
[2025-06-01 18:01:17,241] [SEDG] [INFO] Test  Acc@1: [47.041259765625, 36.15635299682617, 30.618894577026367, 29.88599395751953, 32.03040313720703, 36.10206604003906], Test Loss [1.7296776437604078, 2.0609791573950056, 2.297892968118773, 2.4107375362408665, 2.4451828033994, 2.4038217323999063]
[2025-06-01 18:01:17,241] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-01 18:01:17,257] [SEDG] [INFO] Val  Mean&Var: [(89.00613, 0.4803542), (79.68074, 0.75772655), (63.39285, 0.69659114)]
[2025-06-01 18:01:17,258] [SEDG] [INFO] Test  Mean&Var: [(46.987736, 0.8008546), (36.147182, 0.807861), (30.6277, 0.6845451), (29.897182, 0.7176457), (31.998558, 0.83780015), (36.120125, 0.8049962)]
