[2025-06-02 01:17:53,109] [SEDG] [INFO] 
[2025-06-02 01:17:53,110] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-02 01:30:14,582] [SEDG] [INFO] Epoch:0 || Train Acc@1  91.94 ( 83.74), Train Cla Loss 3.8669e+01 (1.3875e+02)
[2025-06-02 01:30:15,042] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [97.0, 100.0, 98.0, 99.0, 94.0], Val Loss  [0.08326905034482479, 0.08734367042779922, 0.11072380840778351, 0.10650786757469177, 0.15756458044052124] || Best Acc@1:97.600
[2025-06-02 01:30:15,042] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [92.0, 85.0, 83.0, 81.0, 87.0, 83.0, 90.0, 96.0, 97.0, 86.0], Test Loss [0.16429569572210312, 0.2520371675491333, 0.3117520213127136, 0.30061207711696625, 0.24827781319618225, 0.27064143121242523, 0.21146639436483383, 0.15588751435279846, 0.136171393096447, 0.22679973393678665]
[2025-06-02 01:30:15,058] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-02 01:42:24,646] [SEDG] [INFO] Epoch:1 || Train Acc@1  97.22 ( 95.06), Train Cla Loss 1.5116e+01 (2.3566e+01)
[2025-06-02 01:42:25,210] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [97.0, 99.0, 98.0, 96.0, 95.0], Val Loss  [0.07271911576390266, 0.06038982234895229, 0.0841638632118702, 0.08088398724794388, 0.11516740173101425] || Best Acc@1:97.600
[2025-06-02 01:42:25,211] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [90.0, 92.0, 88.0, 96.0, 81.0, 78.0, 62.0, 52.0, 61.0, 46.0], Test Loss [0.15960387885570526, 0.15911534428596497, 0.23134471476078033, 0.13774411380290985, 0.37701576203107834, 0.832718014717102, 1.525497317314148, 2.1648172736167908, 1.7776362299919128, 2.6440383195877075]
[2025-06-02 01:42:25,247] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-02 01:54:42,129] [SEDG] [INFO] Epoch:2 || Train Acc@1  94.17 ( 96.65), Train Cla Loss 2.7752e+01 (1.6435e+01)
[2025-06-02 01:54:42,674] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [94.0, 94.0, 86.0, 90.0, 82.0], Val Loss  [0.09194711223244667, 0.12949945777654648, 0.24478241056203842, 0.2374914139509201, 0.4206319749355316] || Best Acc@1:97.600
[2025-06-02 01:54:42,675] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [79.0, 80.0, 76.0, 79.0, 73.0, 72.0, 54.0, 49.0, 55.0, 44.0], Test Loss [0.6180030107498169, 0.6650020480155945, 0.8489872515201569, 0.49299103021621704, 0.9659115374088287, 1.597292959690094, 2.713679075241089, 3.721949815750122, 3.0651713609695435, 4.2889084815979]
[2025-06-02 01:54:42,710] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-02 02:06:43,929] [SEDG] [INFO] Epoch:3 || Train Acc@1  98.89 ( 97.21), Train Cla Loss 5.7405e+00 (1.3625e+01)
[2025-06-02 02:06:44,412] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [94.0, 90.0, 86.0, 87.0, 81.0], Val Loss  [0.12292961031198502, 0.18149225413799286, 0.38872379809617996, 0.36082735657691956, 0.6689949333667755] || Best Acc@1:97.600
[2025-06-02 02:06:44,412] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [74.0, 72.0, 73.0, 71.0, 72.0, 67.0, 50.0, 46.0, 55.0, 44.0], Test Loss [0.965415358543396, 1.0679166615009308, 1.3590316772460938, 0.9061754941940308, 1.540989875793457, 2.2960824966430664, 3.8523824214935303, 5.070841550827026, 4.150443911552429, 5.62476921081543]
[2025-06-02 02:06:44,440] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-02 02:18:41,616] [SEDG] [INFO] Epoch:4 || Train Acc@1  97.50 ( 97.45), Train Cla Loss 1.2678e+01 (1.2424e+01)
[2025-06-02 02:18:41,988] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [94.0, 90.0, 86.0, 86.0, 79.0], Val Loss  [0.11316169798374176, 0.17060913145542145, 0.4431535303592682, 0.428807333111763, 0.8909676671028137] || Best Acc@1:97.600
[2025-06-02 02:18:41,988] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [73.0, 67.0, 66.0, 62.0, 65.0, 55.0, 46.0, 45.0, 55.0, 44.0], Test Loss [1.4225853085517883, 1.6760623455047607, 2.0868889689445496, 1.6830645203590393, 2.4375669956207275, 3.4463244676589966, 5.515197038650513, 6.839238405227661, 5.637027978897095, 7.472212076187134]
[2025-06-02 02:18:42,021] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-02 02:30:52,828] [SEDG] [INFO] Epoch:5 || Train Acc@1  97.50 ( 97.71), Train Cla Loss 1.8436e+01 (1.1605e+01)
[2025-06-02 02:30:53,179] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [96.0, 97.0, 87.0, 89.0, 82.0], Val Loss  [0.0744905062019825, 0.0809384435415268, 0.27708515524864197, 0.31290312111377716, 0.8188949525356293] || Best Acc@1:97.600
[2025-06-02 02:30:53,179] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [74.0, 67.0, 64.0, 60.0, 60.0, 52.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.5291109085083008, 1.9709941148757935, 2.5451223850250244, 2.2551610469818115, 3.1409902572631836, 4.362492561340332, 6.674848556518555, 7.967214584350586, 6.542779922485352, 8.552306890487671]
[2025-06-02 02:30:53,207] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-02 02:43:06,329] [SEDG] [INFO] Epoch:6 || Train Acc@1  98.61 ( 97.93), Train Cla Loss 6.2444e+00 (1.0294e+01)
[2025-06-02 02:43:06,804] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [94.0, 94.0, 86.0, 88.0, 82.0], Val Loss  [0.09556508623063564, 0.13959305733442307, 0.34727028012275696, 0.3916528820991516, 1.0093808770179749] || Best Acc@1:97.600
[2025-06-02 02:43:06,804] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [72.0, 61.0, 61.0, 54.0, 58.0, 50.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.8996102809906006, 2.5034695863723755, 3.214046359062195, 3.0721079111099243, 4.0318392515182495, 5.4473631381988525, 7.954340219497681, 9.150800228118896, 7.433304309844971, 9.566419124603271]
[2025-06-02 02:43:06,837] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-02 02:55:29,892] [SEDG] [INFO] Epoch:7 || Train Acc@1  96.39 ( 98.00), Train Cla Loss 1.6029e+01 (9.9834e+00)
[2025-06-02 02:55:30,447] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [91.0, 90.0, 86.0, 87.0, 78.0], Val Loss  [0.16023119539022446, 0.2206038236618042, 0.47774913907051086, 0.5202804058790207, 1.2735680937767029] || Best Acc@1:97.600
[2025-06-02 02:55:30,447] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [68.0, 60.0, 60.0, 50.0, 56.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.3759971261024475, 3.178665518760681, 4.0350799560546875, 4.1283957958221436, 5.042232990264893, 6.627299070358276, 9.29658031463623, 10.370838165283203, 8.405425548553467, 10.72326374053955]
[2025-06-02 02:55:30,470] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-02 03:07:44,799] [SEDG] [INFO] Epoch:8 || Train Acc@1  99.17 ( 98.00), Train Cla Loss 3.0865e+00 (1.0086e+01)
[2025-06-02 03:07:45,230] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [98.0, 97.0, 96.0, 94.0, 84.0], Val Loss  [0.034055646043270826, 0.05643632635474205, 0.15985696762800217, 0.21689534094184637, 0.7636489272117615] || Best Acc@1:97.600
[2025-06-02 03:07:45,230] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [75.0, 70.0, 63.0, 57.0, 58.0, 50.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.6984556913375854, 2.4653990268707275, 3.4642832279205322, 3.5619202852249146, 4.855786561965942, 6.591118335723877, 9.457644939422607, 10.6719388961792, 8.691319942474365, 11.199988842010498]
[2025-06-02 03:07:45,254] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-02 03:20:18,434] [SEDG] [INFO] Epoch:9 || Train Acc@1  98.61 ( 98.18), Train Cla Loss 7.9218e+00 (9.1175e+00)
[2025-06-02 03:20:18,996] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [92.0, 90.0, 86.0, 86.0, 77.0], Val Loss  [0.16548539698123932, 0.24161238223314285, 0.5988397896289825, 0.6518161445856094, 1.6208602786064148] || Best Acc@1:97.600
[2025-06-02 03:20:18,996] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [66.0, 59.0, 59.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.0439391136169434, 4.196020126342773, 5.359474182128906, 6.220958232879639, 7.020782947540283, 9.129522323608398, 12.13615608215332, 12.837968826293945, 10.451712608337402, 13.299893856048584]
[2025-06-02 03:20:19,028] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-02 03:33:08,927] [SEDG] [INFO] Epoch:10 || Train Acc@1  97.78 ( 98.28), Train Cla Loss 8.4424e+00 (9.0565e+00)
[2025-06-02 03:33:09,376] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [94.0, 95.0, 87.0, 88.0, 80.0], Val Loss  [0.07614849880337715, 0.12851295433938503, 0.4221944957971573, 0.49309051036834717, 1.4026758074760437] || Best Acc@1:97.600
[2025-06-02 03:33:09,376] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [69.0, 59.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.7882288694381714, 3.967696785926819, 5.220203161239624, 6.071425199508667, 7.109294414520264, 9.379616975784302, 12.566771507263184, 13.343461513519287, 10.935825824737549, 14.003651142120361]
[2025-06-02 03:33:09,416] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-02 03:46:04,037] [SEDG] [INFO] Epoch:11 || Train Acc@1  98.89 ( 98.24), Train Cla Loss 5.5768e+00 (9.0254e+00)
[2025-06-02 03:46:04,498] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [94.0, 91.0, 85.0, 86.0, 77.0], Val Loss  [0.1426042765378952, 0.2354380413889885, 0.7184254378080368, 0.7617243826389313, 1.938843548297882] || Best Acc@1:97.600
[2025-06-02 03:46:04,499] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [63.0, 57.0, 54.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.60624897480011, 4.964583873748779, 6.247435808181763, 7.477970361709595, 8.243949174880981, 10.74582815170288, 13.94585132598877, 14.630316257476807, 12.029271602630615, 15.443412780761719]
[2025-06-02 03:46:04,515] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-02 03:58:54,523] [SEDG] [INFO] Epoch:12 || Train Acc@1  98.33 ( 98.38), Train Cla Loss 7.9012e+00 (8.6295e+00)
[2025-06-02 03:58:55,014] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [99.0, 99.0, 95.0, 94.0, 85.0], Val Loss  [0.03840338625013828, 0.03705279715359211, 0.1724955476820469, 0.24286282807588577, 0.9983664453029633] || Best Acc@1:97.600
[2025-06-02 03:58:55,014] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [74.0, 65.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.2852367162704468, 3.4339157342910767, 4.803809881210327, 5.586535215377808, 7.124814748764038, 9.761114597320557, 13.327601909637451, 14.377509593963623, 11.891139030456543, 15.399116516113281]
[2025-06-02 03:58:55,046] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-02 04:11:53,151] [SEDG] [INFO] Epoch:13 || Train Acc@1  98.89 ( 98.30), Train Cla Loss 5.3930e+00 (9.0981e+00)
[2025-06-02 04:11:53,565] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [99.0, 99.0, 93.0, 92.0, 82.0], Val Loss  [0.05173620954155922, 0.05888983886688948, 0.2747492454946041, 0.35595059394836426, 1.2696558833122253] || Best Acc@1:97.600
[2025-06-02 04:11:53,565] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [74.0, 63.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.7072142362594604, 3.909491777420044, 5.309260606765747, 6.239861488342285, 7.734559059143066, 10.532428741455078, 14.1413254737854, 15.153751850128174, 12.558533191680908, 16.255569458007812]
[2025-06-02 04:11:53,594] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-02 04:24:37,790] [SEDG] [INFO] Epoch:14 || Train Acc@1  99.44 ( 98.49), Train Cla Loss 2.5844e+00 (7.8513e+00)
[2025-06-02 04:24:38,237] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [94.0, 92.0, 85.0, 86.0, 77.0], Val Loss  [0.14025741443037987, 0.23248231410980225, 0.7773570716381073, 0.8474987000226974, 2.175818920135498] || Best Acc@1:97.600
[2025-06-02 04:24:38,237] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [63.0, 57.0, 54.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.059561133384705, 5.548369646072388, 6.940783739089966, 8.394737243652344, 9.242421865463257, 12.120040893554688, 15.712003707885742, 16.539896488189697, 13.691720008850098, 17.642436981201172]
[2025-06-02 04:24:38,269] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-02 04:37:31,480] [SEDG] [INFO] Epoch:15 || Train Acc@1  98.06 ( 98.46), Train Cla Loss 1.3820e+01 (8.2931e+00)
[2025-06-02 04:37:32,000] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [94.0, 90.0, 85.0, 86.0, 77.0], Val Loss  [0.17425381392240524, 0.2779635787010193, 0.8157506585121155, 0.8856488168239594, 2.1975724697113037] || Best Acc@1:97.600
[2025-06-02 04:37:32,002] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [64.0, 57.0, 56.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.0822083950042725, 5.573435068130493, 7.000097990036011, 8.54513692855835, 9.501702785491943, 12.501505851745605, 16.247262001037598, 17.167219161987305, 14.230926513671875, 18.399721145629883]
[2025-06-02 04:37:32,037] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-02 04:50:14,281] [SEDG] [INFO] Epoch:16 || Train Acc@1  96.11 ( 98.37), Train Cla Loss 2.6535e+01 (8.6475e+00)
[2025-06-02 04:50:14,785] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [92.0, 90.0, 84.0, 86.0, 77.0], Val Loss  [0.2257505301386118, 0.34867218136787415, 0.9081557989120483, 0.9579002559185028, 2.234363377094269] || Best Acc@1:97.600
[2025-06-02 04:50:14,785] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [64.0, 58.0, 57.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.055074214935303, 5.464165210723877, 6.898544549942017, 8.30810022354126, 9.503557920455933, 12.551969528198242, 16.467681884765625, 17.454182147979736, 14.519163608551025, 18.8133544921875]
[2025-06-02 04:50:14,817] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-02 05:03:13,436] [SEDG] [INFO] Epoch:17 || Train Acc@1  98.89 ( 98.31), Train Cla Loss 7.6694e+00 (9.2616e+00)
[2025-06-02 05:03:14,411] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [90.0, 88.0, 84.0, 84.0, 72.0], Val Loss  [0.3149425685405731, 0.48021501302719116, 1.150308221578598, 1.174148976802826, 2.643352210521698] || Best Acc@1:97.600
[2025-06-02 05:03:14,412] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [62.0, 56.0, 53.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.651915788650513, 6.145901918411255, 7.57269549369812, 9.225486755371094, 10.216885089874268, 13.34236478805542, 17.292702674865723, 18.2317476272583, 15.191258430480957, 19.69465923309326]
[2025-06-02 05:03:14,473] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-02 05:16:03,239] [SEDG] [INFO] Epoch:18 || Train Acc@1  98.33 ( 98.32), Train Cla Loss 1.0707e+01 (9.2101e+00)
[2025-06-02 05:16:03,750] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [94.0, 91.0, 86.0, 86.0, 78.0], Val Loss  [0.15398116782307625, 0.24996026046574116, 0.7759944200515747, 0.8171714842319489, 2.035357892513275] || Best Acc@1:97.600
[2025-06-02 05:16:03,750] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [66.0, 59.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.7682310342788696, 5.121917009353638, 6.635941982269287, 8.018533706665039, 9.601944923400879, 12.827647686004639, 16.978421211242676, 18.05716037750244, 15.088837623596191, 19.679113388061523]
[2025-06-02 05:16:03,785] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-02 05:28:47,445] [SEDG] [INFO] Epoch:19 || Train Acc@1  98.61 ( 98.39), Train Cla Loss 5.8447e+00 (8.6879e+00)
[2025-06-02 05:28:47,864] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [94.0, 90.0, 85.0, 86.0, 77.0], Val Loss  [0.19350865483283997, 0.3114951625466347, 0.938547283411026, 0.989012748003006, 2.3780030012130737] || Best Acc@1:97.600
[2025-06-02 05:28:47,864] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [64.0, 57.0, 57.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.334892153739929, 5.8215718269348145, 7.357755661010742, 8.975834369659424, 10.428937911987305, 13.773134708404541, 18.097848892211914, 19.08983325958252, 15.925153732299805, 20.730384826660156]
[2025-06-02 05:28:47,897] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-02 05:41:34,878] [SEDG] [INFO] Epoch:20 || Train Acc@1  98.33 ( 98.43), Train Cla Loss 6.0550e+00 (8.1614e+00)
[2025-06-02 05:41:35,378] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [94.0, 95.0, 86.0, 87.0, 78.0], Val Loss  [0.1010847669094801, 0.18525004386901855, 0.6274617463350296, 0.7022846937179565, 1.9057235717773438] || Best Acc@1:97.600
[2025-06-02 05:41:35,378] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [67.0, 59.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.6862220764160156, 5.109510898590088, 6.7400782108306885, 8.105140209197998, 9.927969932556152, 13.369057655334473, 17.923601150512695, 19.159852981567383, 16.03659439086914, 20.950927734375]
[2025-06-02 05:41:35,411] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-02 05:54:24,228] [SEDG] [INFO] Epoch:21 || Train Acc@1  98.61 ( 98.44), Train Cla Loss 7.0904e+00 (8.2432e+00)
[2025-06-02 05:54:24,665] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [98.0, 98.0, 91.0, 88.0, 82.0], Val Loss  [0.04269127268344164, 0.0893592368811369, 0.3754221200942993, 0.4706599935889244, 1.5059607326984406] || Best Acc@1:97.600
[2025-06-02 05:54:24,665] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [74.0, 63.0, 61.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.100106120109558, 4.36362886428833, 6.043811798095703, 7.087119817733765, 9.345631122589111, 12.918994426727295, 17.824369430541992, 19.35408592224121, 16.230891227722168, 21.250267028808594]
[2025-06-02 05:54:24,698] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-02 06:07:20,443] [SEDG] [INFO] Epoch:22 || Train Acc@1  98.61 ( 98.55), Train Cla Loss 7.2534e+00 (7.9658e+00)
[2025-06-02 06:07:20,821] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [90.0, 87.0, 80.0, 83.0, 66.0], Val Loss  [0.4368858188390732, 0.6594678461551666, 1.5342053174972534, 1.558857262134552, 3.4591994285583496] || Best Acc@1:97.600
[2025-06-02 06:07:20,822] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [57.0, 54.0, 53.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [5.860579252243042, 7.522656202316284, 9.072015047073364, 11.131986618041992, 12.169942855834961, 15.71665620803833, 20.37224578857422, 21.307212829589844, 17.80149269104004, 23.112070083618164]
[2025-06-02 06:07:20,854] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-02 06:20:07,574] [SEDG] [INFO] Epoch:23 || Train Acc@1  97.50 ( 98.55), Train Cla Loss 1.2898e+01 (8.0738e+00)
[2025-06-02 06:20:08,041] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [97.0, 95.0, 86.0, 88.0, 80.0], Val Loss  [0.08448439091444016, 0.16675643622875214, 0.568148210644722, 0.6499870717525482, 1.85995751619339] || Best Acc@1:97.600
[2025-06-02 06:20:08,041] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [69.0, 60.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.605455160140991, 4.927470922470093, 6.601892948150635, 7.7434234619140625, 9.94095516204834, 13.668274402618408, 18.80980110168457, 20.464065551757812, 17.20539426803589, 22.52531909942627]
[2025-06-02 06:20:08,058] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-02 06:32:50,729] [SEDG] [INFO] Epoch:24 || Train Acc@1  98.06 ( 98.49), Train Cla Loss 7.9135e+00 (8.2442e+00)
[2025-06-02 06:32:51,135] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [94.0, 93.0, 85.0, 87.0, 77.0], Val Loss  [0.13852443546056747, 0.23307842016220093, 0.8643125593662262, 0.9470109641551971, 2.4624234437942505] || Best Acc@1:97.600
[2025-06-02 06:32:51,135] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [64.0, 59.0, 58.0, 46.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.612779378890991, 6.264954328536987, 7.942315578460693, 9.7383131980896, 11.406790256500244, 15.171038150787354, 20.147801399230957, 21.472580909729004, 18.019648551940918, 23.486040115356445]
[2025-06-02 06:32:51,165] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-02 06:45:37,573] [SEDG] [INFO] Epoch:25 || Train Acc@1  97.50 ( 98.55), Train Cla Loss 1.4059e+01 (8.1815e+00)
[2025-06-02 06:45:37,999] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [90.0, 88.0, 82.0, 81.0, 66.0], Val Loss  [0.35000577569007874, 0.5766753405332565, 1.5870136618614197, 1.6480931043624878, 3.849138617515564] || Best Acc@1:97.600
[2025-06-02 06:45:37,999] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [56.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [6.624960660934448, 8.505829811096191, 10.188525199890137, 12.63178539276123, 13.465100765228271, 17.24331569671631, 22.119691848754883, 23.027511596679688, 19.23683452606201, 24.89983367919922]
[2025-06-02 06:45:38,016] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-02 06:58:19,355] [SEDG] [INFO] Epoch:26 || Train Acc@1  99.44 ( 98.53), Train Cla Loss 3.6383e+00 (7.9726e+00)
[2025-06-02 06:58:19,806] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [95.0, 97.0, 86.0, 87.0, 77.0], Val Loss  [0.10890639945864677, 0.17181239649653435, 0.8948758542537689, 0.9858975410461426, 2.719920516014099] || Best Acc@1:97.600
[2025-06-02 06:58:19,807] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [64.0, 57.0, 56.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [5.135341644287109, 7.0128395557403564, 8.815876245498657, 10.94791316986084, 12.530823230743408, 16.559452056884766, 21.76371669769287, 22.99500560760498, 19.283867835998535, 25.072733879089355]
[2025-06-02 06:58:19,828] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-02 07:11:07,426] [SEDG] [INFO] Epoch:27 || Train Acc@1  96.94 ( 98.43), Train Cla Loss 1.7283e+01 (8.5481e+00)
[2025-06-02 07:11:07,854] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [94.0, 94.0, 85.0, 86.0, 73.0], Val Loss  [0.15595781058073044, 0.2345248912461102, 1.1170381903648376, 1.2044404745101929, 3.1798622608184814] || Best Acc@1:97.600
[2025-06-02 07:11:07,854] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [60.0, 54.0, 53.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [5.883307695388794, 7.910861253738403, 9.749168872833252, 12.167731761932373, 13.434549808502197, 17.524502754211426, 22.758994102478027, 23.866732597351074, 19.99766254425049, 25.972700119018555]
[2025-06-02 07:11:07,888] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-02 07:24:13,594] [SEDG] [INFO] Epoch:28 || Train Acc@1  98.89 ( 98.34), Train Cla Loss 3.9626e+00 (8.7543e+00)
[2025-06-02 07:24:14,013] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [88.0, 86.0, 79.0, 80.0, 65.0], Val Loss  [0.6575782895088196, 0.967219352722168, 2.2499669790267944, 2.3162291049957275, 5.051941156387329] || Best Acc@1:97.600
[2025-06-02 07:24:14,013] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [51.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [8.327562093734741, 10.276910305023193, 11.957275390625, 14.66115951538086, 15.045939922332764, 19.027626037597656, 24.147467613220215, 24.989203453063965, 20.853191375732422, 26.919177055358887]
[2025-06-02 07:24:14,034] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-02 07:37:03,758] [SEDG] [INFO] Epoch:29 || Train Acc@1  99.17 ( 98.41), Train Cla Loss 4.0689e+00 (8.6837e+00)
[2025-06-02 07:37:04,199] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [95.0, 96.0, 87.0, 87.0, 77.0], Val Loss  [0.09163487888872623, 0.1766180731356144, 0.9043799936771393, 1.0041917860507965, 2.82821524143219] || Best Acc@1:97.600
[2025-06-02 07:37:04,200] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [64.0, 57.0, 57.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [5.361279726028442, 7.312845468521118, 9.127103805541992, 11.281574249267578, 12.969434261322021, 17.219785690307617, 22.647757530212402, 23.952765464782715, 20.105515480041504, 26.14657688140869]
[2025-06-02 07:37:04,234] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-02 07:50:00,754] [SEDG] [INFO] Epoch:30 || Train Acc@1  99.72 ( 98.51), Train Cla Loss 2.3439e+00 (8.1732e+00)
[2025-06-02 07:50:01,185] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [94.0, 95.0, 86.0, 87.0, 77.0], Val Loss  [0.08990249037742615, 0.17604947835206985, 0.7900840193033218, 0.8913094699382782, 2.600458025932312] || Best Acc@1:97.600
[2025-06-02 07:50:01,185] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [65.0, 59.0, 59.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [5.034204721450806, 6.915237188339233, 8.784074783325195, 10.638333797454834, 12.662132263183594, 17.09446430206299, 22.773167610168457, 24.242328643798828, 20.392176628112793, 26.635549545288086]
[2025-06-02 07:50:01,218] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-02 08:03:04,337] [SEDG] [INFO] Epoch:31 || Train Acc@1  98.61 ( 98.66), Train Cla Loss 7.1633e+00 (7.1019e+00)
[2025-06-02 08:03:04,732] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [95.0, 96.0, 86.0, 87.0, 76.0], Val Loss  [0.10911225154995918, 0.19422088377177715, 1.055494636297226, 1.1692377924919128, 3.2373833656311035] || Best Acc@1:97.600
[2025-06-02 08:03:04,732] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [61.0, 57.0, 54.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [6.085076570510864, 8.233373403549194, 10.112911224365234, 12.653131484985352, 14.098498344421387, 18.550203323364258, 24.147847175598145, 25.479010581970215, 21.38280963897705, 27.8062686920166]
[2025-06-02 08:03:04,759] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-02 08:16:07,613] [SEDG] [INFO] Epoch:32 || Train Acc@1  97.50 ( 98.57), Train Cla Loss 1.1803e+01 (7.4726e+00)
[2025-06-02 08:16:08,021] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [94.0, 96.0, 87.0, 87.0, 77.0], Val Loss  [0.10170170292258263, 0.19192401971668005, 0.9646952450275421, 1.0795320272445679, 3.008818566799164] || Best Acc@1:97.600
[2025-06-02 08:16:08,021] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [64.0, 57.0, 57.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [5.698322772979736, 7.735867261886597, 9.577105283737183, 11.90048599243164, 13.564820289611816, 18.066102027893066, 23.773964881896973, 25.29833221435547, 21.290128707885742, 27.75705909729004]
[2025-06-02 08:16:08,055] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-02 08:29:00,959] [SEDG] [INFO] Epoch:33 || Train Acc@1  98.33 ( 98.69), Train Cla Loss 1.0353e+01 (6.8531e+00)
[2025-06-02 08:29:01,376] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [91.0, 89.0, 84.0, 83.0, 69.0], Val Loss  [0.3363524377346039, 0.5412351861596107, 1.5765544772148132, 1.6619648933410645, 4.099931836128235] || Best Acc@1:97.600
[2025-06-02 08:29:01,376] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [57.0, 54.0, 52.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [7.293601751327515, 9.497287273406982, 11.382874011993408, 14.132085800170898, 15.246418476104736, 19.790935516357422, 25.49897289276123, 26.663068771362305, 22.33855628967285, 28.986701011657715]
[2025-06-02 08:29:01,394] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-02 08:41:57,902] [SEDG] [INFO] Epoch:34 || Train Acc@1  99.44 ( 98.51), Train Cla Loss 4.2228e+00 (8.2416e+00)
[2025-06-02 08:41:58,335] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [90.0, 88.0, 82.0, 81.0, 66.0], Val Loss  [0.4224414676427841, 0.6666970252990723, 1.8160045146942139, 1.9079920649528503, 4.566744804382324] || Best Acc@1:97.600
[2025-06-02 08:41:58,335] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [53.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [7.939739942550659, 10.1824951171875, 12.07490873336792, 14.981845378875732, 15.837342739105225, 20.310148239135742, 25.998738288879395, 27.05205726623535, 22.654970169067383, 29.365723609924316]
[2025-06-02 08:41:58,362] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-02 08:55:02,962] [SEDG] [INFO] Epoch:35 || Train Acc@1  98.06 ( 98.42), Train Cla Loss 7.8809e+00 (8.3478e+00)
[2025-06-02 08:55:03,407] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [94.0, 94.0, 85.0, 87.0, 74.0], Val Loss  [0.134665384888649, 0.2372361347079277, 1.0875160992145538, 1.1959578394889832, 3.2707321643829346] || Best Acc@1:97.600
[2025-06-02 08:55:03,408] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [61.0, 55.0, 53.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [6.197897911071777, 8.45612645149231, 10.49515962600708, 13.12424898147583, 14.750290870666504, 19.479344844818115, 25.400659561157227, 26.750266075134277, 22.4398136138916, 29.1569242477417]
[2025-06-02 08:55:03,436] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-02 09:08:16,728] [SEDG] [INFO] Epoch:36 || Train Acc@1  99.17 ( 98.40), Train Cla Loss 3.0779e+00 (8.6238e+00)
[2025-06-02 09:08:17,148] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [91.0, 90.0, 84.0, 85.0, 71.0], Val Loss  [0.2749110013246536, 0.4411921948194504, 1.3866438269615173, 1.4812764525413513, 3.806429147720337] || Best Acc@1:97.600
[2025-06-02 09:08:17,148] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [57.0, 54.0, 53.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [6.949634790420532, 9.222559928894043, 11.168548583984375, 13.874427318572998, 15.14596939086914, 19.816415786743164, 25.672781944274902, 27.016488075256348, 22.674375534057617, 29.448294639587402]
[2025-06-02 09:08:17,184] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-02 09:21:07,876] [SEDG] [INFO] Epoch:37 || Train Acc@1  99.44 ( 98.55), Train Cla Loss 3.7017e+00 (7.5264e+00)
[2025-06-02 09:21:08,286] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [94.0, 95.0, 85.0, 87.0, 76.0], Val Loss  [0.10179220512509346, 0.19823596999049187, 0.9505452811717987, 1.0846495032310486, 3.1214540004730225] || Best Acc@1:97.600
[2025-06-02 09:21:08,287] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [63.0, 57.0, 54.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [6.0394606590271, 8.321870565414429, 10.3259916305542, 12.786121368408203, 14.534388065338135, 19.37407159805298, 25.408556938171387, 26.94109058380127, 22.68622875213623, 29.597848892211914]
[2025-06-02 09:21:08,313] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-02 09:33:55,838] [SEDG] [INFO] Epoch:38 || Train Acc@1  98.33 ( 98.71), Train Cla Loss 1.0478e+01 (6.5632e+00)
[2025-06-02 09:33:56,280] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [91.0, 89.0, 84.0, 82.0, 66.0], Val Loss  [0.31422021985054016, 0.5271385014057159, 1.6696813106536865, 1.7811396718025208, 4.495786428451538] || Best Acc@1:97.600
[2025-06-02 09:33:56,280] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [55.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [8.058400630950928, 10.519391059875488, 12.555689334869385, 15.638633728027344, 16.63470220565796, 21.487503051757812, 27.551457405090332, 28.73093032836914, 24.08987331390381, 31.226065635681152]
[2025-06-02 09:33:56,310] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-02 09:46:53,374] [SEDG] [INFO] Epoch:39 || Train Acc@1  99.44 ( 98.61), Train Cla Loss 4.6514e+00 (7.6570e+00)
[2025-06-02 09:46:53,849] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [95.0, 90.0, 85.0, 85.0, 72.0], Val Loss  [0.22138267755508423, 0.3808663934469223, 1.4559979438781738, 1.572494626045227, 4.109827041625977] || Best Acc@1:97.600
[2025-06-02 09:46:53,849] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [57.0, 54.0, 53.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [7.530633211135864, 9.979871273040771, 11.964991569519043, 14.893335342407227, 16.093451499938965, 20.995121002197266, 27.10550308227539, 28.442143440246582, 23.907858848571777, 31.066821098327637]
[2025-06-02 09:46:53,869] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-02 09:59:53,936] [SEDG] [INFO] Epoch:40 || Train Acc@1  98.89 ( 98.61), Train Cla Loss 5.1255e+00 (7.2925e+00)
[2025-06-02 09:59:54,351] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [94.0, 95.0, 85.0, 87.0, 74.0], Val Loss  [0.1315191611647606, 0.2477223053574562, 1.1369307935237885, 1.2647081911563873, 3.5257962942123413] || Best Acc@1:97.600
[2025-06-02 09:59:54,352] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [61.0, 56.0, 53.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [6.669615030288696, 9.050055027008057, 11.047669410705566, 13.738924980163574, 15.319661617279053, 20.250840187072754, 26.41325855255127, 27.91442584991455, 23.511688232421875, 30.654064178466797]
[2025-06-02 09:59:54,383] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-02 10:12:43,132] [SEDG] [INFO] Epoch:41 || Train Acc@1  99.44 ( 98.55), Train Cla Loss 1.7860e+00 (7.7730e+00)
[2025-06-02 10:12:43,512] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [94.0, 90.0, 85.0, 85.0, 72.0], Val Loss  [0.2204294130206108, 0.3787374049425125, 1.4839153289794922, 1.5973616242408752, 4.210155010223389] || Best Acc@1:97.600
[2025-06-02 10:12:43,513] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [57.0, 54.0, 53.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [7.697774410247803, 10.179986000061035, 12.204594135284424, 15.261598110198975, 16.410766124725342, 21.37578296661377, 27.501670837402344, 28.821511268615723, 24.2368221282959, 31.535921096801758]
[2025-06-02 10:12:43,549] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-02 10:22:35,815] [SEDG] [INFO] Epoch:42 || Train Acc@1  98.61 ( 98.53), Train Cla Loss 3.7051e+00 (7.7264e+00)
[2025-06-02 10:22:36,203] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [91.0, 88.0, 83.0, 81.0, 66.0], Val Loss  [0.3307185173034668, 0.5601629316806793, 1.8711891770362854, 1.9985394477844238, 4.9670422077178955] || Best Acc@1:97.600
[2025-06-02 10:22:36,203] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [52.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [8.75149655342102, 11.259264469146729, 13.21053171157837, 16.508208751678467, 17.105535984039307, 21.89394187927246, 27.78487205505371, 28.87148094177246, 24.242018699645996, 31.482744216918945]
