[2025-09-24 16:00:53,143] [SEDG] [INFO] 
[2025-09-24 16:00:53,143] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-24 16:02:50,795] [SEDG] [INFO] Epoch:0 || Train Acc@1  58.75 ( 52.17), Train Cla Loss 1.7427e+02 (2.4210e+02)
[2025-09-24 16:03:09,562] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [53.397438049316406, 54.2757453918457, 53.428375244140625, 52.03816223144531, 52.567359924316406, 51.33720779418945, 47.26631164550781, 49.42528533935547], Val Loss  [0.6977399569291335, 0.712093086766947, 0.7076607119122574, 0.7082757800946727, 0.7144038003898237, 0.6885161621626034, 0.7149186212830092, 0.7161280766300772] || Best Acc@1:51.717
[2025-09-24 16:03:09,562] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [50.96277618408203, 53.704769134521484, 49.93887710571289, 54.30463790893555, 46.69669723510742, 51.13314437866211], Test Loss [0.7084288991920755, 0.6987842721613161, 0.7237097781269941, 0.7069001664389049, 0.7301791886667589, 0.696417215187894]
[2025-09-24 16:03:09,737] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-24 16:05:09,635] [SEDG] [INFO] Epoch:1 || Train Acc@1  66.72 ( 64.00), Train Cla Loss 1.3374e+02 (1.4573e+02)
[2025-09-24 16:05:27,497] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [62.05128479003906, 58.23153305053711, 57.16225051879883, 57.32870864868164, 57.34621047973633, 64.8255844116211, 60.8465576171875, 59.05172348022461], Val Loss  [0.6749010865504925, 0.7676456658350582, 0.7347830661850079, 0.731298339025724, 0.7300738375624486, 0.6077904473903567, 0.6450764724677062, 0.6623740504527914] || Best Acc@1:59.605
[2025-09-24 16:05:27,497] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [61.938385009765625, 63.354393005371094, 58.61858367919922, 60.0, 58.708709716796875, 65.01416015625], Test Loss [0.6219020060458447, 0.6300926246840265, 0.6860794791163909, 0.7124029508489647, 0.6805910929008289, 0.5980402423707352]
[2025-09-24 16:05:27,861] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-24 16:07:32,670] [SEDG] [INFO] Epoch:2 || Train Acc@1  68.75 ( 69.46), Train Cla Loss 1.2969e+02 (1.2696e+02)
[2025-09-24 16:07:45,444] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [64.93589782714844, 60.267601013183594, 60.01357650756836, 60.27753829956055, 59.93899154663086, 67.26744079589844, 66.78424072265625, 64.9425277709961], Val Loss  [0.6640335587354806, 0.7653077601207557, 0.7143064459731444, 0.7065604434632159, 0.6877868910640644, 0.5867956946062487, 0.5646704586725386, 0.581854195430361] || Best Acc@1:63.053
[2025-09-24 16:07:45,445] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [68.35687255859375, 67.14531707763672, 62.71393966674805, 63.178810119628906, 65.16516876220703, 72.23796081542969], Test Loss [0.5472918902649347, 0.5803565852331197, 0.613323053404288, 0.6486096638717399, 0.6020352928130118, 0.5262525966417351]
[2025-09-24 16:07:45,821] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-24 16:09:44,131] [SEDG] [INFO] Epoch:3 || Train Acc@1  72.81 ( 71.24), Train Cla Loss 1.1254e+02 (1.1799e+02)
[2025-09-24 16:09:59,319] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [64.29487609863281, 59.86038589477539, 61.09979248046875, 60.53772735595703, 60.54905700683594, 65.34883880615234, 67.31334686279297, 67.02586364746094], Val Loss  [0.6991490309055035, 0.8096628003927634, 0.7463597840271026, 0.7419817945164695, 0.6919620066775122, 0.6023361329422441, 0.5727488561141918, 0.5577581867404368] || Best Acc@1:63.254
[2025-09-24 16:09:59,319] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [73.42747497558594, 72.31476593017578, 66.99266815185547, 64.7682113647461, 71.47147369384766, 72.94617462158203], Test Loss [0.4926605330581689, 0.5444600740977227, 0.5730800500417397, 0.6477913970189378, 0.5467234125008454, 0.5189696977564026]
[2025-09-24 16:09:59,663] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-24 16:11:52,339] [SEDG] [INFO] Epoch:4 || Train Acc@1  71.56 ( 72.47), Train Cla Loss 1.1564e+02 (1.1208e+02)
[2025-09-24 16:12:18,352] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [64.42308044433594, 59.91856002807617, 60.96401596069336, 59.84388732910156, 60.904930114746094, 66.10465240478516, 66.13756561279297, 68.10344696044922], Val Loss  [0.705161586480263, 0.811235888500835, 0.7450214367858099, 0.7587985619708754, 0.6910900269660116, 0.5990275564581848, 0.5793037646872237, 0.5409247032527266] || Best Acc@1:63.300
[2025-09-24 16:12:18,352] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [76.44416046142578, 73.6358413696289, 69.43765258789062, 64.50331115722656, 74.24925231933594, 74.0793228149414], Test Loss [0.48375185295002143, 0.5307884053688224, 0.5514954800710702, 0.6431234143427665, 0.5321948435213473, 0.514984496338847]
[2025-09-24 16:12:18,687] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-24 16:14:14,233] [SEDG] [INFO] Epoch:5 || Train Acc@1  75.16 ( 73.51), Train Cla Loss 1.0002e+02 (1.0829e+02)
[2025-09-24 16:14:34,221] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [64.55128479003906, 59.86038589477539, 60.28512954711914, 59.41023635864258, 60.650733947753906, 66.16278839111328, 65.31452178955078, 66.66666412353516], Val Loss  [0.7159110439129365, 0.812325442822053, 0.7607807821751612, 0.7716381668734323, 0.7150487506456283, 0.6063013639560966, 0.5976978506430817, 0.5626031818061039] || Best Acc@1:63.300
[2025-09-24 16:14:34,222] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [73.10655212402344, 72.08500671386719, 67.97066497802734, 63.9735107421875, 73.57357788085938, 72.80453491210938], Test Loss [0.49756333396431723, 0.5343330308735063, 0.5656760858877364, 0.6595879073964049, 0.544325349030194, 0.5290225913099121]
[2025-09-24 16:14:34,841] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-24 16:16:34,492] [SEDG] [INFO] Epoch:6 || Train Acc@1  74.53 ( 74.58), Train Cla Loss 1.0757e+02 (1.0416e+02)
[2025-09-24 16:16:54,638] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [65.70513153076172, 59.80221176147461, 61.710792541503906, 61.751953125, 61.87086868286133, 67.26744079589844, 68.43033599853516, 71.0488510131836], Val Loss  [0.6919815072646508, 0.7818581069396497, 0.7387408219626868, 0.7496980100947676, 0.6745919549774263, 0.5854069567003916, 0.5593473612035743, 0.5241941052606736] || Best Acc@1:64.698
[2025-09-24 16:16:54,638] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [82.34916687011719, 77.08213806152344, 73.8997573852539, 65.29801177978516, 78.45345306396484, 76.06232452392578], Test Loss [0.4692233299719354, 0.5078743076885931, 0.5310546538649095, 0.6170611115480891, 0.506952006716628, 0.48833459531281553]
[2025-09-24 16:16:55,014] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-24 16:19:03,272] [SEDG] [INFO] Epoch:7 || Train Acc@1  77.19 ( 75.83), Train Cla Loss 9.5753e+01 (9.9854e+01)
[2025-09-24 16:19:22,376] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [65.96154022216797, 60.034908294677734, 61.3713493347168, 60.3642692565918, 61.667510986328125, 67.38372039794922, 67.54850006103516, 73.06034088134766], Val Loss  [0.717894318470588, 0.8120714337621892, 0.7684845752806706, 0.7856250158725153, 0.6838452390262059, 0.5825938033503155, 0.5691208842044575, 0.5141519828774463] || Best Acc@1:64.698
[2025-09-24 16:19:22,377] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [82.5417251586914, 77.54164123535156, 74.14425659179688, 65.43046569824219, 78.9789810180664, 75.9206771850586], Test Loss [0.4668665472824552, 0.5070878389852612, 0.5302629072975121, 0.6245437742858533, 0.5097659160424998, 0.5024328890333095]
[2025-09-24 16:19:22,779] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-24 16:21:31,400] [SEDG] [INFO] Epoch:8 || Train Acc@1  77.34 ( 76.99), Train Cla Loss 8.6365e+01 (9.6190e+01)
[2025-09-24 16:21:50,834] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [64.23077392578125, 58.92961120605469, 59.47046661376953, 57.50217056274414, 60.650733947753906, 66.6279067993164, 63.60963821411133, 69.68390655517578], Val Loss  [0.7603891021166093, 0.8433242325799419, 0.8068768285260424, 0.8365870772344799, 0.7103733723092092, 0.6019400657609452, 0.6142029689382904, 0.5377114894746364] || Best Acc@1:64.698
[2025-09-24 16:21:50,835] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [76.76508331298828, 75.12923431396484, 70.17115020751953, 63.04636001586914, 75.52552795410156, 73.93767547607422], Test Loss [0.49653622167560346, 0.5261182715877728, 0.5528255613625487, 0.6462666634692261, 0.5370597724799995, 0.533112032048763]
[2025-09-24 16:21:51,199] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-24 16:24:00,745] [SEDG] [INFO] Epoch:9 || Train Acc@1  78.44 ( 78.05), Train Cla Loss 9.3696e+01 (9.2706e+01)
[2025-09-24 16:24:23,060] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [65.32051849365234, 59.16230773925781, 62.186012268066406, 60.45100021362305, 63.29435348510742, 69.01162719726562, 70.07642364501953, 77.37068939208984], Val Loss  [0.736681574735886, 0.8203694350917787, 0.7843078458220151, 0.8055752573691548, 0.6765540176742139, 0.5764975026596424, 0.5620666868822635, 0.49447086830248776] || Best Acc@1:65.859
[2025-09-24 16:24:23,060] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [84.65982055664062, 79.60942077636719, 78.97310638427734, 67.947021484375, 80.55555725097656, 78.04532623291016], Test Loss [0.4642404932648288, 0.4997483407334991, 0.5125066033202453, 0.6097732514735089, 0.49286214949132445, 0.4985655798621623]
[2025-09-24 16:24:23,516] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-24 16:26:32,751] [SEDG] [INFO] Epoch:10 || Train Acc@1  82.81 ( 79.10), Train Cla Loss 7.9318e+01 (8.9558e+01)
[2025-09-24 16:26:53,733] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [64.23077392578125, 59.45317459106445, 61.03190612792969, 59.67042541503906, 61.87086868286133, 66.51162719726562, 64.37389373779297, 72.4137954711914], Val Loss  [0.7640239422137921, 0.8502999404754106, 0.8156377026926314, 0.8463067592792891, 0.7132095520909691, 0.606552119587743, 0.610582358692759, 0.5216683252104397] || Best Acc@1:65.859
[2025-09-24 16:26:53,739] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [80.80873107910156, 77.3118896484375, 74.44988250732422, 64.50331115722656, 78.37837982177734, 74.78753662109375], Test Loss [0.47615127324751927, 0.5115837423641199, 0.5333360781879471, 0.637450899983084, 0.5147754599203218, 0.5310671775266739]
[2025-09-24 16:26:54,093] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-24 16:29:01,605] [SEDG] [INFO] Epoch:11 || Train Acc@1  82.81 ( 80.14), Train Cla Loss 8.0905e+01 (8.6874e+01)
[2025-09-24 16:29:19,339] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [65.70513153076172, 59.86038589477539, 63.40800857543945, 62.012142181396484, 65.27706909179688, 70.0, 74.0152816772461, 81.537353515625], Val Loss  [0.7207150309513777, 0.8026937855891948, 0.7706573766991951, 0.790792036139231, 0.6512832476150947, 0.5627795786358589, 0.5319560056290579, 0.46056533613424194] || Best Acc@1:67.727
[2025-09-24 16:29:19,340] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [87.74069213867188, 81.8495101928711, 83.3129653930664, 70.99337768554688, 83.18318176269531, 81.01982879638672], Test Loss [0.43865786804620355, 0.48406016176148164, 0.4864762715430598, 0.5907014111809383, 0.4646426668396225, 0.47545399383850206]
[2025-09-24 16:29:19,593] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-24 16:31:25,511] [SEDG] [INFO] Epoch:12 || Train Acc@1  80.78 ( 81.08), Train Cla Loss 8.2798e+01 (8.4310e+01)
[2025-09-24 16:31:40,187] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [66.02564239501953, 59.10413360595703, 63.13645553588867, 61.318302154541016, 65.4295883178711, 71.22093200683594, 73.54496765136719, 82.04022979736328], Val Loss  [0.7243045271971287, 0.8096285202324286, 0.7827174138310646, 0.8042697662492473, 0.6591613884498216, 0.5559803469236507, 0.5363610891788445, 0.45920195901530914] || Best Acc@1:67.728
[2025-09-24 16:31:40,187] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [87.16303253173828, 81.39000701904297, 82.15159606933594, 70.33112335205078, 82.50750732421875, 79.32011413574219], Test Loss [0.44122979840663035, 0.483620796136511, 0.4866885631766471, 0.5953136871192629, 0.4692030462237808, 0.48368123692932613]
[2025-09-24 16:31:40,445] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-24 16:33:47,907] [SEDG] [INFO] Epoch:13 || Train Acc@1  79.06 ( 82.00), Train Cla Loss 9.0746e+01 (8.1962e+01)
[2025-09-24 16:34:09,504] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [67.82051849365234, 59.33682632446289, 63.74745178222656, 62.53252410888672, 67.20894622802734, 70.34883880615234, 76.42562866210938, 83.62068939208984], Val Loss  [0.7295994676076449, 0.8188172883596304, 0.7930740931369137, 0.8173439740772777, 0.6459298893529022, 0.5578670252201169, 0.5195509810646726, 0.43653810777883423] || Best Acc@1:68.880
[2025-09-24 16:34:09,504] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [86.84210968017578, 81.8495101928711, 83.3129653930664, 71.65563201904297, 83.10810852050781, 81.01982879638672], Test Loss [0.4226221341988854, 0.46832400731558366, 0.46686720279726246, 0.5835643917519525, 0.4543784666168797, 0.46892494098322923]
[2025-09-24 16:34:09,836] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-24 16:36:14,081] [SEDG] [INFO] Epoch:14 || Train Acc@1  86.09 ( 82.81), Train Cla Loss 7.6709e+01 (7.9303e+01)
[2025-09-24 16:36:33,687] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [65.12820434570312, 59.16230773925781, 62.253902435302734, 60.45100021362305, 64.3111343383789, 68.31394958496094, 69.42974853515625, 78.8074722290039], Val Loss  [0.7753782452681126, 0.87887968460164, 0.8330803387023847, 0.883986202361836, 0.698688384204209, 0.5905165935671607, 0.5906331486417433, 0.46910458152321566] || Best Acc@1:68.880
[2025-09-24 16:36:33,688] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [86.13607788085938, 81.10281372070312, 79.95110321044922, 67.54966735839844, 82.05706024169922, 76.91217803955078], Test Loss [0.4371549645115996, 0.4849565317410289, 0.48947509482029306, 0.6248095514758534, 0.4724791218210627, 0.49777369315158204]
[2025-09-24 16:36:34,135] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-24 16:38:41,001] [SEDG] [INFO] Epoch:15 || Train Acc@1  84.22 ( 83.61), Train Cla Loss 7.3815e+01 (7.7320e+01)
[2025-09-24 16:39:02,720] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [66.4102554321289, 59.39500045776367, 64.01900482177734, 62.53252410888672, 66.75139617919922, 70.8720932006836, 73.54496765136719, 82.32758331298828], Val Loss  [0.7517816237914257, 0.8516374595155544, 0.8086062840818954, 0.8455716980248044, 0.6700304749961061, 0.5615202942559886, 0.5489953925580154, 0.4442412603175503] || Best Acc@1:68.880
[2025-09-24 16:39:02,725] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [87.6123275756836, 82.42389678955078, 83.25183868408203, 70.46357727050781, 83.10810852050781, 79.60340118408203], Test Loss [0.4234771668834466, 0.47093301973830415, 0.46804511780260827, 0.5900799900490716, 0.4550976830201822, 0.4738140440527508]
[2025-09-24 16:39:03,300] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-24 16:41:08,701] [SEDG] [INFO] Epoch:16 || Train Acc@1  89.38 ( 84.24), Train Cla Loss 6.5252e+01 (7.5599e+01)
[2025-09-24 16:41:28,970] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [65.96154022216797, 59.45317459106445, 62.253902435302734, 60.45100021362305, 64.41281127929688, 70.1744155883789, 69.31216430664062, 77.4425277709961], Val Loss  [0.759470065129109, 0.8667274052282625, 0.8379781116697955, 0.8802193807888734, 0.7071113544002546, 0.584768754659697, 0.5915814683691044, 0.4758179859183301] || Best Acc@1:68.880
[2025-09-24 16:41:28,970] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [84.59563446044922, 80.18379974365234, 78.60636138916016, 68.6092758178711, 81.0060043334961, 77.62039184570312], Test Loss [0.44279125244840883, 0.48927631407616673, 0.49556153546335646, 0.6266830106444706, 0.47925459586822233, 0.4967101470438009]
[2025-09-24 16:41:29,359] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-24 16:43:37,216] [SEDG] [INFO] Epoch:17 || Train Acc@1  85.31 ( 84.82), Train Cla Loss 7.4692e+01 (7.3889e+01)
[2025-09-24 16:43:58,020] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [65.96154022216797, 58.87144088745117, 63.068565368652344, 60.971378326416016, 65.734619140625, 70.63953399658203, 72.36919403076172, 80.02873229980469], Val Loss  [0.7507537383299607, 0.851695310695009, 0.8160385869225918, 0.8569416653975547, 0.6817970694656837, 0.5759630863056626, 0.5569538718668732, 0.4533006901713623] || Best Acc@1:68.880
[2025-09-24 16:43:58,022] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [85.94351959228516, 81.27513122558594, 81.35697174072266, 71.39073181152344, 82.35736083984375, 78.32861328125], Test Loss [0.43132187141074446, 0.4703466205128577, 0.47100949746472326, 0.5977532285728202, 0.4588138980192465, 0.4872780732662752]
[2025-09-24 16:43:58,431] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-24 16:46:06,810] [SEDG] [INFO] Epoch:18 || Train Acc@1  83.28 ( 85.50), Train Cla Loss 7.6125e+01 (7.2237e+01)
[2025-09-24 16:46:26,365] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [67.30769348144531, 59.51134490966797, 63.47589874267578, 62.44579315185547, 67.05642700195312, 72.55813598632812, 75.661376953125, 82.32758331298828], Val Loss  [0.7416860152513552, 0.8528387888771909, 0.8221937265027079, 0.8556599553936167, 0.6778498515297328, 0.5581443803254948, 0.5278949044614172, 0.43193994376851225] || Best Acc@1:68.880
[2025-09-24 16:46:26,373] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [88.0616226196289, 83.05571746826172, 83.496337890625, 72.31787872314453, 83.78378295898438, 80.02832794189453], Test Loss [0.4156707186294918, 0.46025316332483485, 0.46129145948694505, 0.5804987754253362, 0.4566154122889579, 0.47970461777857276]
[2025-09-24 16:46:26,756] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-24 16:48:38,667] [SEDG] [INFO] Epoch:19 || Train Acc@1  86.25 ( 85.79), Train Cla Loss 7.1681e+01 (7.1193e+01)
[2025-09-24 16:48:58,286] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [68.3974380493164, 60.558467864990234, 64.69789123535156, 64.00694274902344, 68.17488098144531, 72.5, 77.48383331298828, 85.56034088134766], Val Loss  [0.7121317970447051, 0.8399897851244942, 0.801518006463967, 0.8252116416912956, 0.6471025454979835, 0.5417511532473009, 0.4961210334041692, 0.4034844369723879] || Best Acc@1:70.172
[2025-09-24 16:48:58,286] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [89.3453140258789, 83.51522064208984, 84.16870880126953, 73.11258697509766, 84.68468475341797, 81.44475555419922], Test Loss [0.3889991940980698, 0.4448216519500934, 0.4360130851892504, 0.563447897678969, 0.42998598708404795, 0.4551681034879036]
[2025-09-24 16:48:58,604] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-24 16:51:11,580] [SEDG] [INFO] Epoch:20 || Train Acc@1  86.72 ( 86.25), Train Cla Loss 6.8536e+01 (6.9538e+01)
[2025-09-24 16:51:30,061] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [67.56410217285156, 59.91856002807617, 63.27223205566406, 63.05290603637695, 67.05642700195312, 73.19767761230469, 75.661376953125, 83.2614974975586], Val Loss  [0.7386929790178934, 0.8509487551683045, 0.8178024404484321, 0.8511418697374961, 0.6631717667339656, 0.5478255696074907, 0.5182294859685035, 0.4162210006823485] || Best Acc@1:70.172
[2025-09-24 16:51:30,062] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [87.80487823486328, 82.48133087158203, 83.37408447265625, 72.31787872314453, 84.68468475341797, 79.88668823242188], Test Loss [0.39806375320670845, 0.4476403437730295, 0.4433368853951433, 0.5745963104513307, 0.43445727408111273, 0.4713753218691342]
[2025-09-24 16:51:30,512] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-24 16:53:43,190] [SEDG] [INFO] Epoch:21 || Train Acc@1  88.91 ( 86.89), Train Cla Loss 6.3956e+01 (6.7797e+01)
[2025-09-24 16:54:00,506] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [66.85897827148438, 59.62769317626953, 62.45756912231445, 61.144840240478516, 65.93797302246094, 72.5, 72.721923828125, 80.74712371826172], Val Loss  [0.7415579315943596, 0.8696769047365971, 0.8413474103341034, 0.8847023632509855, 0.6970945342458561, 0.5595347282498382, 0.5592608175720627, 0.4381442213880605] || Best Acc@1:70.172
[2025-09-24 16:54:00,507] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [86.00770568847656, 81.79207611083984, 80.99022674560547, 71.1258316040039, 82.28228759765625, 78.7535400390625], Test Loss [0.41323978955999724, 0.4574195065592843, 0.46540969974545804, 0.6006545682221849, 0.4580070635935924, 0.4908660489422066]
[2025-09-24 16:54:00,894] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-24 16:56:06,863] [SEDG] [INFO] Epoch:22 || Train Acc@1  86.25 ( 87.32), Train Cla Loss 6.7819e+01 (6.6391e+01)
[2025-09-24 16:56:25,213] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [67.11538696289062, 60.20942687988281, 63.340118408203125, 61.405033111572266, 66.85307312011719, 72.96511840820312, 74.0152816772461, 82.75862121582031], Val Loss  [0.7625487676033607, 0.9007791119858995, 0.8573086118478599, 0.9107181643170579, 0.7049841809284887, 0.5547226462253304, 0.5500189535832279, 0.4193254082367338] || Best Acc@1:70.172
[2025-09-24 16:56:25,214] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [86.07189178466797, 82.65364837646484, 83.496337890625, 72.58277893066406, 83.48348236083984, 79.46175384521484], Test Loss [0.39821786109228957, 0.4400566753678319, 0.441073304793654, 0.5908926790913209, 0.44389195789445984, 0.48073925402954687]
[2025-09-24 16:56:25,550] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-24 16:58:27,440] [SEDG] [INFO] Epoch:23 || Train Acc@1  87.66 ( 87.77), Train Cla Loss 7.0811e+01 (6.5029e+01)
[2025-09-24 16:58:45,115] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [69.10256958007812, 61.140201568603516, 65.105224609375, 63.39982604980469, 68.27655792236328, 74.06977081298828, 76.89594268798828, 85.41666412353516], Val Loss  [0.7344998326057043, 0.8752137036293034, 0.8350533294742478, 0.8740444301214821, 0.677829547678691, 0.5371276938638022, 0.5138239013945475, 0.3962771012180153] || Best Acc@1:70.426
[2025-09-24 16:58:45,115] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [88.6392822265625, 83.9747314453125, 84.35208129882812, 72.052978515625, 85.28528594970703, 80.16996765136719], Test Loss [0.38047718431738436, 0.43177097361365796, 0.42561205121299167, 0.5765261999029198, 0.42483885787628795, 0.4580748288894848]
[2025-09-24 16:58:45,515] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-24 17:00:44,878] [SEDG] [INFO] Epoch:24 || Train Acc@1  91.09 ( 88.07), Train Cla Loss 5.8713e+01 (6.4095e+01)
[2025-09-24 17:01:02,773] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [66.79487609863281, 59.62769317626953, 62.186012268066406, 60.3642692565918, 65.58209991455078, 71.33721160888672, 72.54556274414062, 80.53160858154297], Val Loss  [0.7533474974143199, 0.881460006913867, 0.846004873291619, 0.8882595842117759, 0.7030968921525138, 0.5760783676491227, 0.5635183680800394, 0.4380548582679924] || Best Acc@1:70.426
[2025-09-24 17:01:02,774] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [84.85237884521484, 81.33256530761719, 80.80684661865234, 71.1258316040039, 81.0060043334961, 77.76203918457031], Test Loss [0.41498658654013404, 0.45920054653059267, 0.4607536784011169, 0.5995707427034315, 0.45720859314944295, 0.4907781187940927]
[2025-09-24 17:01:03,168] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-24 17:02:59,527] [SEDG] [INFO] Epoch:25 || Train Acc@1  89.38 ( 88.59), Train Cla Loss 6.0611e+01 (6.2429e+01)
[2025-09-24 17:03:13,059] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [68.20513153076172, 60.849334716796875, 64.29055786132812, 62.53252410888672, 67.71733093261719, 72.84883880615234, 76.66078186035156, 84.26724243164062], Val Loss  [0.7355994948974023, 0.8693153879682708, 0.8389185404977828, 0.8773356432746208, 0.6830150460948421, 0.5444813233475353, 0.5145651472799222, 0.4008115629355113] || Best Acc@1:70.426
[2025-09-24 17:03:13,059] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [86.58536529541016, 83.22802734375, 83.98533630371094, 72.58277893066406, 83.48348236083984, 79.178466796875], Test Loss [0.386006010167865, 0.43658023723441247, 0.43028287243435026, 0.5768713743876148, 0.43808056015868085, 0.4781159226685003]
[2025-09-24 17:03:13,411] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-24 17:05:12,370] [SEDG] [INFO] Epoch:26 || Train Acc@1  87.03 ( 88.97), Train Cla Loss 6.7365e+01 (6.1376e+01)
[2025-09-24 17:05:29,475] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [67.82051849365234, 60.38394546508789, 62.864898681640625, 62.44579315185547, 67.5648193359375, 73.25581359863281, 75.72016143798828, 82.83045959472656], Val Loss  [0.7693992416063945, 0.9234361305980228, 0.8876837709866773, 0.9203480613407423, 0.7031080706142567, 0.5631466355434683, 0.5401669244146712, 0.4129998875760484] || Best Acc@1:70.426
[2025-09-24 17:05:29,476] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [86.39281463623047, 83.4577865600586, 83.55746459960938, 73.11258697509766, 84.15916442871094, 79.32011413574219], Test Loss [0.38652565639193465, 0.4262731162930685, 0.43315058057640465, 0.5811997657974824, 0.43629298160026025, 0.47845063567499263]
[2025-09-24 17:05:29,844] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-24 17:07:27,973] [SEDG] [INFO] Epoch:27 || Train Acc@1  90.16 ( 89.25), Train Cla Loss 5.6955e+01 (6.0400e+01)
[2025-09-24 17:07:42,184] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [69.10256958007812, 61.02385330200195, 65.64833068847656, 63.83348083496094, 69.80172729492188, 75.98837280273438, 80.07054138183594, 86.92528533935547], Val Loss  [0.7261387259532244, 0.8839604988425467, 0.8409728245798294, 0.880446713382228, 0.6589211113088072, 0.5191098570823669, 0.4850780183886304, 0.362785996376783] || Best Acc@1:71.549
[2025-09-24 17:07:42,185] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [88.89602661132812, 84.72142791748047, 85.5134506225586, 74.96688842773438, 85.43544006347656, 80.73654174804688], Test Loss [0.3562608126345281, 0.41624521724729957, 0.40427973946615653, 0.5488618037558549, 0.4074354019608942, 0.45500944356405026]
[2025-09-24 17:07:42,623] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-24 17:09:41,248] [SEDG] [INFO] Epoch:28 || Train Acc@1  93.28 ( 89.72), Train Cla Loss 4.9157e+01 (5.8713e+01)
[2025-09-24 17:09:55,381] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [69.10256958007812, 61.372894287109375, 64.01900482177734, 63.39982604980469, 67.8698501586914, 75.11627960205078, 77.13109588623047, 84.19540405273438], Val Loss  [0.7529171607433222, 0.9235794425288073, 0.8881019955173448, 0.928072441017121, 0.702838218963625, 0.5416418987651204, 0.5219808059017985, 0.3870600187915495] || Best Acc@1:71.549
[2025-09-24 17:09:55,382] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [87.35558319091797, 83.85984802246094, 84.16870880126953, 72.58277893066406, 84.45946502685547, 79.74504089355469], Test Loss [0.36666077187951934, 0.4072949212046617, 0.41319819388587786, 0.5749303171966249, 0.4184068772527907, 0.4658490740206019]
[2025-09-24 17:09:55,719] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-24 17:12:01,955] [SEDG] [INFO] Epoch:29 || Train Acc@1  90.78 ( 90.00), Train Cla Loss 5.5031e+01 (5.7634e+01)
[2025-09-24 17:12:24,574] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [69.55128479003906, 61.78010559082031, 65.85199737548828, 64.00694274902344, 69.44585418701172, 76.51162719726562, 81.01116943359375, 86.49425506591797], Val Loss  [0.7442590838823563, 0.9214811532077157, 0.8723587248087414, 0.9163264390808132, 0.676660679170912, 0.5099532282629679, 0.4716925847922824, 0.3537437343734434] || Best Acc@1:71.832
[2025-09-24 17:12:24,574] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [88.960205078125, 84.95117950439453, 85.81907653808594, 76.15894317626953, 86.18618774414062, 81.16146850585938], Test Loss [0.3423790890001363, 0.3866178446087188, 0.3864379991893372, 0.5450863084256254, 0.39408942090498433, 0.4343958356900526]
[2025-09-24 17:12:24,898] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-24 17:14:29,059] [SEDG] [INFO] Epoch:30 || Train Acc@1  87.19 ( 90.21), Train Cla Loss 6.1006e+01 (5.6567e+01)
[2025-09-24 17:14:57,064] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [68.97435760498047, 60.73298645019531, 64.22267150878906, 63.3130989074707, 68.07320404052734, 74.53488159179688, 76.60199737548828, 83.5488510131836], Val Loss  [0.7779818782439598, 0.9418575494631978, 0.8942504339046569, 0.9366689543890002, 0.7178900393666382, 0.5531623737756596, 0.5361369340332868, 0.3961740019677699] || Best Acc@1:71.832
[2025-09-24 17:14:57,074] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [86.77792358398438, 83.05571746826172, 83.74083709716797, 73.11258697509766, 83.9339370727539, 78.89517974853516], Test Loss [0.36880243868974727, 0.4158687801932138, 0.4156779393298702, 0.5946729610297854, 0.4279220843458319, 0.48833892538763646]
[2025-09-24 17:14:57,671] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-24 17:17:09,336] [SEDG] [INFO] Epoch:31 || Train Acc@1  91.41 ( 90.37), Train Cla Loss 5.1881e+01 (5.5784e+01)
[2025-09-24 17:17:35,058] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [70.19230651855469, 61.7219352722168, 65.64833068847656, 64.00694274902344, 69.8525619506836, 76.51162719726562, 81.12874603271484, 86.85344696044922], Val Loss  [0.7351771259919191, 0.9111336938443053, 0.8683531713259115, 0.9082920961243529, 0.6733819535073133, 0.5084430251010629, 0.4734517506015504, 0.34729468000346214] || Best Acc@1:71.989
[2025-09-24 17:17:35,058] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [89.28113555908203, 85.81275177001953, 86.30807495117188, 75.76158905029297, 85.8108139038086, 81.16146850585938], Test Loss [0.3321725666829037, 0.3773635861553179, 0.38108539304406835, 0.5424728912233517, 0.390225164569892, 0.44648189901799046]
[2025-09-24 17:17:35,362] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-24 17:19:41,419] [SEDG] [INFO] Epoch:32 || Train Acc@1  90.47 ( 90.70), Train Cla Loss 5.3208e+01 (5.4422e+01)
[2025-09-24 17:19:56,598] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [68.52564239501953, 61.314720153808594, 65.37677764892578, 63.05290603637695, 69.54753112792969, 75.1744155883789, 79.18871307373047, 85.99137878417969], Val Loss  [0.7744820931018928, 0.9506260175008702, 0.9064308460156932, 0.9508955902149392, 0.6860907340207316, 0.5303887808045675, 0.4991816525456486, 0.3510254290939748] || Best Acc@1:71.989
[2025-09-24 17:19:56,598] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [87.9332504272461, 84.89373779296875, 85.20782470703125, 74.43708801269531, 85.66065979003906, 80.45325469970703], Test Loss [0.3438818473871008, 0.388797775373111, 0.3845271060111179, 0.5491296309509025, 0.40074350400729936, 0.4605166264532646]
[2025-09-24 17:19:56,866] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-24 17:22:06,320] [SEDG] [INFO] Epoch:33 || Train Acc@1  91.56 ( 90.83), Train Cla Loss 5.1517e+01 (5.4010e+01)
[2025-09-24 17:22:20,712] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [69.35897827148438, 62.187320709228516, 64.6300048828125, 62.70598602294922, 69.08998107910156, 74.76744079589844, 77.83656311035156, 84.41091918945312], Val Loss  [0.7521777654305483, 0.9260765762784025, 0.8879003387199966, 0.929085569924708, 0.6946016581275467, 0.5401361907637396, 0.511442078694675, 0.3807861791259941] || Best Acc@1:71.989
[2025-09-24 17:22:20,713] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [88.0616226196289, 84.03216552734375, 85.02445220947266, 73.50993347167969, 84.23423767089844, 79.74504089355469], Test Loss [0.3506053850265155, 0.3947090766575061, 0.39856149303592503, 0.5707909153786717, 0.41117783754437537, 0.46398669878078924]
[2025-09-24 17:22:21,251] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-24 17:24:25,763] [SEDG] [INFO] Epoch:34 || Train Acc@1  91.72 ( 91.12), Train Cla Loss 4.8766e+01 (5.2910e+01)
[2025-09-24 17:24:49,306] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [71.15384674072266, 62.7690544128418, 66.5308837890625, 64.44058990478516, 70.36095428466797, 77.15116119384766, 81.54026794433594, 86.92528533935547], Val Loss  [0.7448106408119202, 0.9319482777893994, 0.8854907106681494, 0.9336951855902866, 0.6735470527068091, 0.5055072247982025, 0.4653156802172103, 0.3457884569277709] || Best Acc@1:72.609
[2025-09-24 17:24:49,306] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [89.21694946289062, 85.46812438964844, 86.2469482421875, 75.76158905029297, 86.56156158447266, 81.86968994140625], Test Loss [0.33170505191303495, 0.3790609443208255, 0.37742293726261206, 0.5395156403251041, 0.38948272880133206, 0.4459544683650938]
[2025-09-24 17:24:49,593] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-24 17:26:50,386] [SEDG] [INFO] Epoch:35 || Train Acc@1  90.78 ( 91.38), Train Cla Loss 5.2979e+01 (5.1998e+01)
[2025-09-24 17:27:06,426] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [69.42308044433594, 62.187320709228516, 64.90155792236328, 62.9661750793457, 68.88662719726562, 76.51162719726562, 79.24749755859375, 86.56609344482422], Val Loss  [0.7487006352497981, 0.9278312563341394, 0.8843231978095961, 0.9247924345064866, 0.7129177821427962, 0.5234274941821431, 0.5006550543102217, 0.3553041236839075] || Best Acc@1:72.609
[2025-09-24 17:27:06,427] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [88.0616226196289, 84.03216552734375, 85.45232391357422, 73.37748718261719, 84.9849853515625, 80.45325469970703], Test Loss [0.33592147155352825, 0.3884369913084215, 0.39377084465510687, 0.5844735630695393, 0.4076311881835754, 0.4632832284689625]
[2025-09-24 17:27:06,718] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-24 17:29:00,799] [SEDG] [INFO] Epoch:36 || Train Acc@1  92.34 ( 91.37), Train Cla Loss 4.8069e+01 (5.1571e+01)
[2025-09-24 17:29:15,509] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [68.65384674072266, 60.849334716796875, 63.679561614990234, 62.012142181396484, 67.97152709960938, 75.1744155883789, 76.60199737548828, 82.54310607910156], Val Loss  [0.7982994846808604, 0.9861234176151971, 0.9456860021272647, 1.0031535464039287, 0.74477164170799, 0.5561888076538264, 0.549103320240624, 0.3925575391314496] || Best Acc@1:72.609
[2025-09-24 17:29:15,511] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [85.94351959228516, 83.85984802246094, 84.04645538330078, 72.58277893066406, 83.78378295898438, 79.178466796875], Test Loss [0.36356337209721123, 0.38948517031261526, 0.4053313324095859, 0.5942146912315823, 0.42377824817333853, 0.48469886120419325]
[2025-09-24 17:29:15,910] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-24 17:31:09,182] [SEDG] [INFO] Epoch:37 || Train Acc@1  90.78 ( 91.62), Train Cla Loss 5.1592e+01 (5.0642e+01)
[2025-09-24 17:31:24,004] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [70.70513153076172, 62.420013427734375, 65.17311096191406, 64.5273208618164, 70.20843505859375, 76.16278839111328, 80.95237731933594, 86.35057067871094], Val Loss  [0.745566218938583, 0.9282680224235007, 0.8932373829626017, 0.9279873393740947, 0.6964108624249833, 0.5217350635417672, 0.48360950746373665, 0.34723006514297133] || Best Acc@1:72.609
[2025-09-24 17:31:24,005] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [88.318359375, 85.1809310913086, 86.00244903564453, 74.43708801269531, 85.51051330566406, 80.87818908691406], Test Loss [0.32971916157412745, 0.37399319774593726, 0.38393403826541017, 0.5699533541470964, 0.401050233268165, 0.4667391926472315]
[2025-09-24 17:31:24,371] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-24 17:33:18,411] [SEDG] [INFO] Epoch:38 || Train Acc@1  91.25 ( 91.86), Train Cla Loss 5.4576e+01 (4.9753e+01)
[2025-09-24 17:33:35,687] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [71.21794891357422, 62.361839294433594, 66.25933074951172, 65.13442993164062, 70.97101593017578, 77.6744155883789, 81.95178985595703, 87.71551513671875], Val Loss  [0.7634174939913627, 0.9912091761290022, 0.9395519231786876, 0.9626858561184235, 0.694231816245992, 0.5078023455863775, 0.4676940815544072, 0.3264085263356395] || Best Acc@1:72.911
[2025-09-24 17:33:35,687] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [90.37227630615234, 86.61688995361328, 87.40831756591797, 76.8211898803711, 87.01201629638672, 81.5864028930664], Test Loss [0.30656512519667484, 0.3533828778043689, 0.35127933170364073, 0.5338889257007877, 0.3800657541007251, 0.4417921765667859]
[2025-09-24 17:33:36,016] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-24 17:35:30,755] [SEDG] [INFO] Epoch:39 || Train Acc@1  92.03 ( 91.86), Train Cla Loss 4.8629e+01 (4.9530e+01)
[2025-09-24 17:35:47,161] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [70.32051849365234, 62.652706146240234, 65.37677764892578, 64.1803970336914, 70.66598510742188, 76.97674560546875, 81.59906005859375, 88.50574493408203], Val Loss  [0.7595137372995034, 0.9534480528751038, 0.9040349704913355, 0.9419825800402931, 0.688188170380682, 0.5194116532802582, 0.4695720146818066, 0.32605986314258356] || Best Acc@1:72.911
[2025-09-24 17:35:47,162] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [89.85879516601562, 85.75531768798828, 87.04156494140625, 75.76158905029297, 85.58558654785156, 81.5864028930664], Test Loss [0.309116816184028, 0.35799113229250923, 0.36130755928442937, 0.5425407459009562, 0.39142571340452087, 0.4438448913036595]
[2025-09-24 17:35:47,504] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-24 17:37:41,168] [SEDG] [INFO] Epoch:40 || Train Acc@1  91.72 ( 92.08), Train Cla Loss 5.0671e+01 (4.8733e+01)
[2025-09-24 17:37:57,369] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [70.70513153076172, 63.001747131347656, 66.25933074951172, 64.7007827758789, 70.61515045166016, 78.13953399658203, 81.65784454345703, 88.43390655517578], Val Loss  [0.7343575520393176, 0.935335325529022, 0.884796890645754, 0.9213620585042915, 0.6585410954568006, 0.49131326911061307, 0.45554193505674584, 0.31070880831658154] || Best Acc@1:72.939
[2025-09-24 17:37:57,369] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [89.15276336669922, 86.84664154052734, 87.46944427490234, 77.61589813232422, 86.11111450195312, 81.5864028930664], Test Loss [0.315155902248598, 0.3487632094547024, 0.3562879674592053, 0.5175639818440999, 0.3750090627698927, 0.43350580499293784]
[2025-09-24 17:37:57,704] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-24 17:39:56,126] [SEDG] [INFO] Epoch:41 || Train Acc@1  91.88 ( 92.26), Train Cla Loss 4.9871e+01 (4.8195e+01)
[2025-09-24 17:40:11,019] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [70.3846206665039, 61.838279724121094, 65.71622467041016, 63.48655700683594, 69.8525619506836, 76.9186019897461, 80.30570220947266, 87.3563232421875], Val Loss  [0.7625199837562365, 0.9578722449774795, 0.9035573191005036, 0.9506131976144994, 0.7119483601701521, 0.5247887835946194, 0.496134879692802, 0.34010779823379955] || Best Acc@1:72.939
[2025-09-24 17:40:11,020] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [88.318359375, 85.98506927490234, 85.94132232666016, 75.2317886352539, 85.06005859375, 80.87818908691406], Test Loss [0.3230379576745786, 0.3529079796458578, 0.37354540249246254, 0.5627891067242781, 0.39503557653398486, 0.4628048364400188]
[2025-09-24 17:40:11,439] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-24 17:42:14,965] [SEDG] [INFO] Epoch:42 || Train Acc@1  92.50 ( 92.47), Train Cla Loss 4.4755e+01 (4.7347e+01)
[2025-09-24 17:42:38,051] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [72.30769348144531, 63.001747131347656, 66.80244445800781, 65.74154663085938, 70.86933898925781, 77.5, 82.89241027832031, 89.15229797363281], Val Loss  [0.7108634554422819, 0.924985820779695, 0.8716466006420133, 0.9032581785091192, 0.6668579663549151, 0.49642860972604086, 0.4363561457987746, 0.3022706650796978] || Best Acc@1:73.533
[2025-09-24 17:42:38,051] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [90.62901306152344, 87.0763931274414, 87.04156494140625, 76.8211898803711, 86.41141510009766, 81.01982879638672], Test Loss [0.2933869144576811, 0.3414232379091943, 0.3533087764071952, 0.5271772173066802, 0.37280794235321135, 0.4395193528310098]
[2025-09-24 17:42:38,396] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-24 17:44:43,955] [SEDG] [INFO] Epoch:43 || Train Acc@1  91.72 ( 92.58), Train Cla Loss 4.9199e+01 (4.6729e+01)
[2025-09-24 17:45:03,598] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [72.11538696289062, 63.2926139831543, 66.87033081054688, 65.82827758789062, 70.8185043334961, 79.06977081298828, 82.71604919433594, 88.79310607910156], Val Loss  [0.7192880997290978, 0.9325811230838126, 0.8885223857491945, 0.9057380396287956, 0.670274515578028, 0.4799715286077455, 0.4453170965921171, 0.3117197546465644] || Best Acc@1:73.688
[2025-09-24 17:45:03,598] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [89.85879516601562, 87.01895904541016, 86.79707336425781, 77.48344421386719, 86.33634185791016, 81.30311584472656], Test Loss [0.3081214401933134, 0.3466419254069627, 0.35852791183152233, 0.5195811487191561, 0.3824136599048122, 0.4406033161679341]
[2025-09-24 17:45:03,942] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-24 17:47:04,962] [SEDG] [INFO] Epoch:44 || Train Acc@1  91.41 ( 92.68), Train Cla Loss 4.9986e+01 (4.6274e+01)
[2025-09-24 17:47:15,885] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [72.37179565429688, 64.04886627197266, 66.46299743652344, 65.48135375976562, 72.03863525390625, 79.01162719726562, 83.77424621582031, 90.37356567382812], Val Loss  [0.7171563411370302, 0.9545739439422825, 0.8967406481114967, 0.9251166163375868, 0.6766654057859102, 0.4802599493847337, 0.4294257196239133, 0.2883397029049095] || Best Acc@1:74.195
[2025-09-24 17:47:15,885] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [90.56482696533203, 87.30614471435547, 87.22494506835938, 77.35099792480469, 86.18618774414062, 81.72804260253906], Test Loss [0.2864863730976609, 0.32907567924291903, 0.3430152374403984, 0.5158206709173342, 0.3728058867984348, 0.4378104193014734]
[2025-09-24 17:47:16,122] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-24 17:49:22,492] [SEDG] [INFO] Epoch:45 || Train Acc@1  93.28 ( 92.75), Train Cla Loss 4.7963e+01 (4.5883e+01)
[2025-09-24 17:49:33,013] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [71.28205108642578, 62.53636169433594, 66.39511108398438, 64.78751373291016, 70.97101593017578, 78.3720932006836, 82.42210388183594, 88.50574493408203], Val Loss  [0.7294604824139521, 0.9404153880024455, 0.8998003188275352, 0.9133503658330295, 0.6747846138253089, 0.48774663071299706, 0.44215169329982446, 0.30249301969319925] || Best Acc@1:74.195
[2025-09-24 17:49:33,013] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [89.85879516601562, 87.30614471435547, 86.49144744873047, 77.08609771728516, 86.03604125976562, 82.29461669921875], Test Loss [0.30233424867530845, 0.340727813708789, 0.35693527477586184, 0.5222364461974592, 0.3771812535442032, 0.44243292379649435]
[2025-09-24 17:49:33,344] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-24 17:51:36,129] [SEDG] [INFO] Epoch:46 || Train Acc@1  93.59 ( 92.89), Train Cla Loss 4.1896e+01 (4.5377e+01)
[2025-09-24 17:51:46,923] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [72.17948913574219, 63.64165496826172, 66.5987777709961, 65.56808471679688, 71.88611602783203, 79.01162719726562, 83.06877899169922, 89.43965148925781], Val Loss  [0.7144854022906377, 0.9276268359462212, 0.8790337564038, 0.9025541631325575, 0.6696753746583247, 0.47707410579503967, 0.4254983423178088, 0.29307039082050323] || Best Acc@1:74.195
[2025-09-24 17:51:46,926] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [89.53787231445312, 88.05284118652344, 88.0806884765625, 78.54304504394531, 86.86186218261719, 81.72804260253906], Test Loss [0.2910940892353597, 0.3254497087956981, 0.3399021663409282, 0.5068584992396121, 0.364530808664299, 0.43581145225098045]
[2025-09-24 17:51:47,271] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-24 17:53:52,211] [SEDG] [INFO] Epoch:47 || Train Acc@1  93.44 ( 92.97), Train Cla Loss 4.3996e+01 (4.4920e+01)
[2025-09-24 17:54:02,783] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [71.66667175292969, 62.361839294433594, 65.85199737548828, 64.96097564697266, 70.46263122558594, 78.3720932006836, 83.12757110595703, 88.50574493408203], Val Loss  [0.7471574618266179, 0.9937613816230778, 0.9372940203080109, 0.9540484610554041, 0.7117209400343423, 0.4876907854579216, 0.44199373807839126, 0.3025888252532345] || Best Acc@1:74.195
[2025-09-24 17:54:02,785] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [90.17971801757812, 87.19126892089844, 87.163818359375, 76.55628967285156, 86.56156158447266, 81.16146850585938], Test Loss [0.2858497961035742, 0.3313973855862735, 0.34792023026418567, 0.5503687118457643, 0.37856304958775955, 0.4466031611641135]
[2025-09-24 17:54:03,064] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-24 17:56:08,294] [SEDG] [INFO] Epoch:48 || Train Acc@1  94.84 ( 93.08), Train Cla Loss 4.0602e+01 (4.4154e+01)
[2025-09-24 17:56:19,626] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [70.5769271850586, 62.361839294433594, 65.44467163085938, 64.44058990478516, 70.71682739257812, 77.73255920410156, 82.42210388183594, 88.43390655517578], Val Loss  [0.7571602161114033, 0.9881614772575826, 0.9281136350047402, 0.9524428302685488, 0.7136594352227634, 0.5044162466082462, 0.45071386537574304, 0.30560483774919617] || Best Acc@1:74.195
[2025-09-24 17:56:19,626] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [90.17971801757812, 87.76565551757812, 86.00244903564453, 76.55628967285156, 85.7357406616211, 82.29461669921875], Test Loss [0.2813785429254882, 0.3379407653789422, 0.35452493726478523, 0.5482744302181218, 0.38003370398515696, 0.4379566796440578]
[2025-09-24 17:56:19,859] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-24 17:58:23,340] [SEDG] [INFO] Epoch:49 || Train Acc@1  93.12 ( 93.15), Train Cla Loss 4.4872e+01 (4.4013e+01)
[2025-09-24 17:58:33,955] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [70.96154022216797, 62.53636169433594, 65.37677764892578, 63.83348083496094, 70.36095428466797, 78.9534912109375, 81.77542114257812, 88.29022979736328], Val Loss  [0.7477197986382704, 0.9671849556063552, 0.9260408519909484, 0.9451767556685938, 0.7057518515419584, 0.48953379087669907, 0.45363460625710733, 0.3017742246731944] || Best Acc@1:74.195
[2025-09-24 17:58:33,955] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [89.28113555908203, 87.59333801269531, 86.2469482421875, 76.8211898803711, 85.51051330566406, 80.31161499023438], Test Loss [0.2966035543839341, 0.3307540453349907, 0.354457391357655, 0.5342526166644317, 0.38564944866899253, 0.45789655992397166]
[2025-09-24 17:58:34,264] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-09-24 18:00:38,306] [SEDG] [INFO] Epoch:50 || Train Acc@1  94.69 ( 93.17), Train Cla Loss 4.0029e+01 (4.3696e+01)
[2025-09-24 18:00:49,029] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [72.69230651855469, 64.10704040527344, 67.0739974975586, 65.65481567382812, 72.03863525390625, 79.88372039794922, 84.24456024169922, 89.9425277709961], Val Loss  [0.7155930253175589, 0.9667676434120236, 0.903038219060023, 0.9213007400143514, 0.6858665717090515, 0.46963521976803624, 0.41555545990218984, 0.2749652586791707] || Best Acc@1:74.455
[2025-09-24 18:00:49,030] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [90.30809020996094, 88.11028289794922, 86.91931915283203, 77.48344421386719, 85.8108139038086, 83.4277572631836], Test Loss [0.272864326050407, 0.32308188994457365, 0.3408437474724133, 0.5178655592811029, 0.3769785165786743, 0.4262849984020417]
[2025-09-24 18:00:49,262] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-09-24 18:02:52,369] [SEDG] [INFO] Epoch:51 || Train Acc@1  96.25 ( 93.48), Train Cla Loss 3.6185e+01 (4.2721e+01)
[2025-09-24 18:03:02,977] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [73.52564239501953, 64.33973693847656, 67.68499755859375, 66.43538665771484, 72.85205841064453, 80.05813598632812, 84.95002746582031, 91.37931060791016], Val Loss  [0.7249152402083079, 0.9854667760592134, 0.9022450418352514, 0.9272813612832675, 0.6848232639763158, 0.47088506762371507, 0.39929671756384444, 0.2564847143902176] || Best Acc@1:75.153
[2025-09-24 18:03:02,977] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [91.91271209716797, 88.16771697998047, 88.2640609741211, 78.54304504394531, 86.48648834228516, 83.28611755371094], Test Loss [0.254565393913236, 0.31974232878101616, 0.32408208726087817, 0.5114298557998329, 0.3691559716745898, 0.4246410059481437]
[2025-09-24 18:03:03,206] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-09-24 18:05:06,481] [SEDG] [INFO] Epoch:52 || Train Acc@1  94.53 ( 93.40), Train Cla Loss 3.8112e+01 (4.2546e+01)
[2025-09-24 18:05:17,487] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [73.46154022216797, 65.0378189086914, 68.0244369506836, 68.08325958251953, 73.30960845947266, 80.0, 86.00822448730469, 92.09770202636719], Val Loss  [0.697412736599262, 0.94109015117349, 0.8869341891069277, 0.8937442828703216, 0.6515893497000992, 0.4546007505683012, 0.3709553809182774, 0.24546641077118359] || Best Acc@1:75.753
[2025-09-24 18:05:17,487] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [92.42619323730469, 88.74210357666016, 88.75305938720703, 80.0, 87.23723602294922, 85.12747955322266], Test Loss [0.24260575793903508, 0.3157997472679252, 0.31989868298573715, 0.47707255182676755, 0.35730022711080833, 0.3938352279048466]
[2025-09-24 18:05:17,714] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-09-24 18:07:20,350] [SEDG] [INFO] Epoch:53 || Train Acc@1  92.97 ( 93.59), Train Cla Loss 4.4885e+01 (4.1924e+01)
[2025-09-24 18:07:30,861] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [70.44872283935547, 62.82722854614258, 65.03733825683594, 64.26712799072266, 69.34417724609375, 78.13953399658203, 80.89359283447266, 87.5], Val Loss  [0.7913710016470689, 1.0364754176403355, 0.9809442020381136, 1.011450043531314, 0.7726461375856618, 0.5119738964147346, 0.48093677663859163, 0.32158743238997184] || Best Acc@1:75.753
[2025-09-24 18:07:30,861] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [88.51091766357422, 87.13383483886719, 86.0635757446289, 75.49668884277344, 85.58558654785156, 80.31161499023438], Test Loss [0.3080794368039659, 0.34224643031459373, 0.3692829413635515, 0.5998387016997432, 0.40333558220763105, 0.48187390265316193]
[2025-09-24 18:07:31,189] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-09-24 18:09:34,306] [SEDG] [INFO] Epoch:54 || Train Acc@1  94.38 ( 93.68), Train Cla Loss 3.6706e+01 (4.1417e+01)
[2025-09-24 18:09:44,919] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [72.69230651855469, 63.93252182006836, 66.46299743652344, 65.74154663085938, 71.93695831298828, 80.05813598632812, 85.0676040649414, 90.94827270507812], Val Loss  [0.7304752707481384, 0.9816159577893961, 0.9173551889924233, 0.9364531284193318, 0.6992894801380796, 0.46253708337628563, 0.3979332633995435, 0.26131235011692705] || Best Acc@1:75.753
[2025-09-24 18:09:44,920] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [91.52760314941406, 88.56978607177734, 87.95844268798828, 79.2052993774414, 86.86186218261719, 82.29461669921875], Test Loss [0.25635386766227436, 0.3173590480151497, 0.32962495143227005, 0.5017993345955349, 0.3599272015932444, 0.42935196468580206]
[2025-09-24 18:09:45,245] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-09-24 18:11:49,002] [SEDG] [INFO] Epoch:55 || Train Acc@1  91.72 ( 93.77), Train Cla Loss 4.5688e+01 (4.1175e+01)
[2025-09-24 18:12:00,446] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [70.5769271850586, 62.30366897583008, 65.78411102294922, 64.61405181884766, 71.73360443115234, 79.01162719726562, 82.42210388183594, 88.43390655517578], Val Loss  [0.8157436010165092, 1.0935685266028177, 1.0268579998938145, 1.0354241757796623, 0.7579524323730585, 0.5003706743550855, 0.4686917185713304, 0.2919498435382185] || Best Acc@1:75.753
[2025-09-24 18:12:00,447] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [90.05135345458984, 88.28260040283203, 86.73594665527344, 78.27814483642578, 86.48648834228516, 81.5864028930664], Test Loss [0.28159994464630644, 0.32346113759645573, 0.3471674758822527, 0.5640495353976622, 0.3826885727253762, 0.4705920820955514]
[2025-09-24 18:12:00,838] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-09-24 18:14:07,092] [SEDG] [INFO] Epoch:56 || Train Acc@1  93.44 ( 93.76), Train Cla Loss 4.0172e+01 (4.0660e+01)
[2025-09-24 18:14:19,492] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [72.30769348144531, 63.6998291015625, 66.87033081054688, 66.00173950195312, 72.49618530273438, 79.18604278564453, 84.8912353515625, 90.80459594726562], Val Loss  [0.7337299695381752, 0.9783292623922671, 0.9100719207173209, 0.9179537620941454, 0.6838111921985802, 0.48167031462802445, 0.4007226077687523, 0.2574944033704955] || Best Acc@1:75.753
[2025-09-24 18:14:19,493] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [91.33504486083984, 88.79954528808594, 87.10269165039062, 78.41059875488281, 85.36035919189453, 82.71954345703125], Test Loss [0.2576709944415307, 0.31721980721699927, 0.3350533349006858, 0.5003822090215241, 0.3777489744954639, 0.4325715217306661]
[2025-09-24 18:14:19,736] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-09-24 18:16:25,227] [SEDG] [INFO] Epoch:57 || Train Acc@1  92.66 ( 93.80), Train Cla Loss 4.4253e+01 (4.0614e+01)
[2025-09-24 18:16:38,346] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [70.83333587646484, 63.35078811645508, 65.5804443359375, 64.5273208618164, 70.51346588134766, 78.89534759521484, 82.42210388183594, 88.50574493408203], Val Loss  [0.8092428778990721, 1.0785149712421092, 1.0011671765556323, 1.0146336935958133, 0.7719686717385863, 0.513822320172953, 0.4672814545948179, 0.29752814906767044] || Best Acc@1:75.753
[2025-09-24 18:16:38,346] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [89.28113555908203, 87.70821380615234, 86.9804458618164, 76.6887435913086, 85.8858871459961, 81.30311584472656], Test Loss [0.28227247100739483, 0.33020123772618415, 0.3522534360949742, 0.5651700149308767, 0.39481732177662776, 0.4689322147761121]
[2025-09-24 18:16:38,574] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-09-24 18:18:44,490] [SEDG] [INFO] Epoch:58 || Train Acc@1  93.44 ( 93.87), Train Cla Loss 4.1391e+01 (3.9771e+01)
[2025-09-24 18:18:55,151] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [72.11538696289062, 63.001747131347656, 66.5308837890625, 64.44058990478516, 72.24198913574219, 79.36046600341797, 83.48030090332031, 90.15804290771484], Val Loss  [0.7786040617869451, 1.048518131575382, 0.98049264053706, 1.0019589796507244, 0.7256205683743584, 0.5052824960198513, 0.4395437708046771, 0.2708257767318309] || Best Acc@1:75.753
[2025-09-24 18:18:55,154] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [90.56482696533203, 87.99540710449219, 87.22494506835938, 80.0, 86.33634185791016, 81.5864028930664], Test Loss [0.2719116975315422, 0.3193130219362715, 0.34226691460551145, 0.5209704084112154, 0.378859427866635, 0.45345254896720477]
[2025-09-24 18:18:55,393] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-09-24 18:20:58,999] [SEDG] [INFO] Epoch:59 || Train Acc@1  93.44 ( 93.88), Train Cla Loss 4.3383e+01 (3.9605e+01)
[2025-09-24 18:21:09,687] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [75.3846206665039, 65.67771911621094, 68.63543701171875, 67.99652862548828, 75.3431625366211, 80.29069519042969, 88.06584167480469, 93.67816162109375], Val Loss  [0.7052293762182578, 0.9981348670589987, 0.9236562816123937, 0.9199044065289878, 0.65295612809012, 0.44651668127193006, 0.3430427316793058, 0.21934266474055147] || Best Acc@1:76.884
[2025-09-24 18:21:09,687] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [93.00385284423828, 89.43136596679688, 88.69193267822266, 82.91390991210938, 87.76276397705078, 85.97733306884766], Test Loss [0.2245572155511272, 0.3043493572697429, 0.30908954085231116, 0.45119121741774854, 0.35919864650245187, 0.38777573533335086]
[2025-09-24 18:21:09,920] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-09-24 18:23:14,517] [SEDG] [INFO] Epoch:60 || Train Acc@1  94.06 ( 93.97), Train Cla Loss 3.7558e+01 (3.9330e+01)
[2025-09-24 18:23:25,122] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [75.32051849365234, 66.317626953125, 69.04277038574219, 69.21075439453125, 75.9532241821289, 82.61627960205078, 88.2422103881836, 93.17528533935547], Val Loss  [0.6789954744852507, 0.9551298276430787, 0.8722908401056284, 0.8652191052644643, 0.6303676292262347, 0.4168678375177605, 0.3305152444752576, 0.21376030198458967] || Best Acc@1:77.485
[2025-09-24 18:23:25,122] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [92.74711608886719, 89.5462417602539, 90.03668212890625, 82.38410949707031, 87.61261749267578, 86.68555450439453], Test Loss [0.2256476003413635, 0.3033165004252018, 0.29966503629474595, 0.4447194677315011, 0.35538275938134295, 0.3723843023392026]
[2025-09-24 18:23:25,359] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-09-24 18:25:29,529] [SEDG] [INFO] Epoch:61 || Train Acc@1  96.41 ( 93.95), Train Cla Loss 3.4515e+01 (3.9152e+01)
[2025-09-24 18:25:39,903] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [73.20513153076172, 63.525306701660156, 67.27766418457031, 66.26192474365234, 71.93695831298828, 79.4186019897461, 84.53850555419922, 90.0862045288086], Val Loss  [0.7647478453623943, 1.0461222654237796, 0.9679090725833351, 0.990149060068757, 0.7546180396984238, 0.47620579808257346, 0.42120436631112435, 0.26913017702513725] || Best Acc@1:77.485
[2025-09-24 18:25:39,903] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [90.37227630615234, 88.11028289794922, 87.10269165039062, 76.95364379882812, 86.41141510009766, 82.4362564086914], Test Loss [0.259576144818317, 0.3234760830588617, 0.34206147382632446, 0.5684420039322202, 0.38312332511127173, 0.4487795991870567]
[2025-09-24 18:25:40,167] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-09-24 18:27:44,124] [SEDG] [INFO] Epoch:62 || Train Acc@1  93.91 ( 94.06), Train Cla Loss 3.8881e+01 (3.8472e+01)
[2025-09-24 18:27:54,894] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [73.65384674072266, 65.15415954589844, 67.00611114501953, 66.78231048583984, 72.29283142089844, 80.34883880615234, 83.83303833007812, 90.0862045288086], Val Loss  [0.7402260930110247, 1.0208438574539638, 0.9675603905706607, 0.9705675307141112, 0.7222753939861323, 0.47234668371289273, 0.4148693566529769, 0.2644371465704907] || Best Acc@1:77.485
[2025-09-24 18:27:54,894] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [90.43646240234375, 88.79954528808594, 87.77506256103516, 79.33775329589844, 86.18618774414062, 82.71954345703125], Test Loss [0.26397163674369245, 0.30923917874188894, 0.32736826822853904, 0.5189230079682458, 0.3765072132553066, 0.4440905988300826]
[2025-09-24 18:27:55,222] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-09-24 18:30:00,386] [SEDG] [INFO] Epoch:63 || Train Acc@1  94.06 ( 94.26), Train Cla Loss 3.6523e+01 (3.7878e+01)
[2025-09-24 18:30:10,778] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [70.64102935791016, 63.17626953125, 65.5804443359375, 64.26712799072266, 71.27605438232422, 78.83721160888672, 81.24632263183594, 88.50574493408203], Val Loss  [0.8303756933945876, 1.0720436864290355, 1.0102573108770212, 1.0390146975918428, 0.7720160286136855, 0.5210116032944169, 0.47947612927809385, 0.29855909549641885] || Best Acc@1:77.485
[2025-09-24 18:30:10,778] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [87.74069213867188, 87.59333801269531, 86.73594665527344, 78.41059875488281, 84.909912109375, 80.73654174804688], Test Loss [0.2982177441325206, 0.32594136853522093, 0.3560550824937144, 0.5507237468334223, 0.39783794099504166, 0.4879827452111177]
[2025-09-24 18:30:11,018] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-09-24 18:32:14,699] [SEDG] [INFO] Epoch:64 || Train Acc@1  95.31 ( 94.25), Train Cla Loss 3.5099e+01 (3.7697e+01)
[2025-09-24 18:32:25,290] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [75.70513153076172, 65.7940673828125, 68.9748764038086, 68.60364532470703, 74.93644714355469, 81.39534759521484, 87.47795104980469, 92.95977020263672], Val Loss  [0.7004698517995003, 0.9925172531445267, 0.9094738237767177, 0.9178396634893219, 0.6813633954791655, 0.4399285682412081, 0.3538123438948396, 0.21817409529768186] || Best Acc@1:77.485
[2025-09-24 18:32:25,291] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [92.8113021850586, 89.66111755371094, 88.87531280517578, 79.60265350341797, 87.68769073486328, 84.84419250488281], Test Loss [0.2269723435842333, 0.29657360759019713, 0.3178378989177695, 0.4972456119707878, 0.353900634132706, 0.4000459726657138]
[2025-09-24 18:32:25,618] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-09-24 18:34:30,277] [SEDG] [INFO] Epoch:65 || Train Acc@1  94.06 ( 94.29), Train Cla Loss 3.4969e+01 (3.7486e+01)
[2025-09-24 18:34:40,799] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [72.11538696289062, 63.525306701660156, 66.5987777709961, 64.96097564697266, 71.73360443115234, 79.59302520751953, 82.95120239257812, 89.36781311035156], Val Loss  [0.7751200663737762, 1.0565068851452084, 0.9754335135019158, 1.0026737450777916, 0.7532941526001822, 0.49113116014835445, 0.44402837297763637, 0.2757310826202919] || Best Acc@1:77.485
[2025-09-24 18:34:40,800] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [89.92298126220703, 87.0763931274414, 86.79707336425781, 78.14569854736328, 85.58558654785156, 81.5864028930664], Test Loss [0.2684213417332347, 0.3335840449053826, 0.3478102337906005, 0.5517500965800506, 0.39176008024731196, 0.453650332734031]
[2025-09-24 18:34:41,127] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-09-24 18:36:44,854] [SEDG] [INFO] Epoch:66 || Train Acc@1  95.62 ( 94.41), Train Cla Loss 3.2992e+01 (3.6968e+01)
[2025-09-24 18:36:55,977] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [71.73077392578125, 62.53636169433594, 65.85199737548828, 65.0477066040039, 71.63192749023438, 79.24418640136719, 82.89241027832031, 88.64942169189453], Val Loss  [0.8329479422324743, 1.1150429458240911, 1.0544312937439337, 1.0653880461339629, 0.7655719897137357, 0.5114072638888691, 0.468324603095677, 0.2904449677330324] || Best Acc@1:77.485
[2025-09-24 18:36:55,979] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [88.83184051513672, 87.59333801269531, 86.0635757446289, 77.74834442138672, 85.58558654785156, 80.59490203857422], Test Loss [0.286631570815734, 0.3211388087252103, 0.3636749379500783, 0.5547021145852197, 0.39921895680842817, 0.4828679149616879]
[2025-09-24 18:36:56,285] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-09-24 18:38:54,582] [SEDG] [INFO] Epoch:67 || Train Acc@1  92.66 ( 94.29), Train Cla Loss 4.3603e+01 (3.6742e+01)
[2025-09-24 18:39:04,604] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [73.97435760498047, 64.63059997558594, 67.48133087158203, 67.38941955566406, 74.73309326171875, 80.98837280273438, 86.6549072265625, 93.03160858154297], Val Loss  [0.7599686118272635, 1.042141518043598, 0.967397379598505, 0.9810638700685393, 0.6855191392951892, 0.46452927533970323, 0.36847606755087897, 0.21703950324277768] || Best Acc@1:77.485
[2025-09-24 18:39:04,605] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [92.29782104492188, 89.5462417602539, 88.63081359863281, 81.58940887451172, 87.38739013671875, 83.99433135986328], Test Loss [0.23671288778754346, 0.30104478692131986, 0.3073735944471324, 0.4696584290917346, 0.37304151398283586, 0.41557095999758237]
[2025-09-24 18:39:04,908] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-09-24 18:41:03,648] [SEDG] [INFO] Epoch:68 || Train Acc@1  95.78 ( 94.53), Train Cla Loss 3.3179e+01 (3.6090e+01)
[2025-09-24 18:41:14,537] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [74.74359130859375, 66.0849380493164, 68.43177032470703, 69.03729248046875, 74.17386627197266, 80.40697479248047, 87.2427978515625, 91.95402526855469], Val Loss  [0.7330665664795117, 1.0237222477195567, 0.9584237717886159, 0.9424462958795551, 0.6968636830173051, 0.4580759289652802, 0.3578472672526378, 0.2270172736768065] || Best Acc@1:77.485
[2025-09-24 18:41:14,537] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [92.55455780029297, 89.48880004882812, 88.20293426513672, 80.52980041503906, 87.16216278076172, 83.99433135986328], Test Loss [0.22796975395645808, 0.29894069812888047, 0.3193717951223728, 0.5050312547494245, 0.3621720909714341, 0.4108967733788423]
[2025-09-24 18:41:14,813] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-09-24 18:43:07,249] [SEDG] [INFO] Epoch:69 || Train Acc@1  95.16 ( 94.39), Train Cla Loss 3.2967e+01 (3.6046e+01)
[2025-09-24 18:43:17,484] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [75.83333587646484, 65.91041564941406, 69.4500961303711, 69.470947265625, 76.35993957519531, 82.3255844116211, 88.8301010131836, 92.81609344482422], Val Loss  [0.683156651411301, 0.9799203167411046, 0.9058382604916081, 0.8756508794205274, 0.6351395131793796, 0.42313138274259343, 0.32244856626688906, 0.20785048278583879] || Best Acc@1:77.625
[2025-09-24 18:43:17,485] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [92.68292999267578, 90.46524810791016, 89.85330200195312, 83.3112564086914, 88.13813781738281, 86.96883392333984], Test Loss [0.22122005156130173, 0.28953779084390774, 0.2984737055080153, 0.4413422286510468, 0.3457401001059615, 0.3580157614970005]
[2025-09-24 18:43:17,714] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-09-24 18:45:06,256] [SEDG] [INFO] Epoch:70 || Train Acc@1  95.31 ( 94.63), Train Cla Loss 3.3448e+01 (3.5513e+01)
[2025-09-24 18:45:16,523] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [74.29487609863281, 65.32868194580078, 68.09232330322266, 67.21595764160156, 74.98728942871094, 80.8720932006836, 86.59611511230469, 92.02586364746094], Val Loss  [0.7503004570802053, 1.0561121415093306, 0.9652620979912898, 0.9748249984469914, 0.6864155958495167, 0.4498526880907458, 0.3786633826052, 0.2223983853199016] || Best Acc@1:77.625
[2025-09-24 18:45:16,524] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [92.29782104492188, 89.60367584228516, 88.69193267822266, 81.45695495605469, 86.86186218261719, 84.70254516601562], Test Loss [0.22702517476176726, 0.2910865400455109, 0.3007991491728132, 0.472857954999469, 0.3607157599460613, 0.4049270993927045]
[2025-09-24 18:45:16,823] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-09-24 18:47:03,212] [SEDG] [INFO] Epoch:71 || Train Acc@1  94.69 ( 94.60), Train Cla Loss 3.5720e+01 (3.5380e+01)
[2025-09-24 18:47:16,170] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [75.44872283935547, 65.2705078125, 68.16021728515625, 67.90980529785156, 74.42806243896484, 81.97674560546875, 87.00763702392578, 92.24137878417969], Val Loss  [0.7183804732102614, 1.035919429258665, 0.9686750549511972, 0.9608479120993966, 0.6988506647433856, 0.44574265091918236, 0.352553099446406, 0.2165690920818811] || Best Acc@1:77.625
[2025-09-24 18:47:16,171] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [92.55455780029297, 89.3739242553711, 88.93643188476562, 80.92715454101562, 87.61261749267578, 84.98583221435547], Test Loss [0.2243273517975299, 0.29927750541210724, 0.3079697199548369, 0.4844899592020654, 0.35433978057122445, 0.39762129218821485]
[2025-09-24 18:47:16,489] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-09-24 18:49:02,944] [SEDG] [INFO] Epoch:72 || Train Acc@1  92.03 ( 94.70), Train Cla Loss 4.3306e+01 (3.4896e+01)
[2025-09-24 18:49:14,313] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [72.75641632080078, 64.39791107177734, 66.66666412353516, 66.26192474365234, 72.85205841064453, 81.0465087890625, 84.71487426757812, 90.37356567382812], Val Loss  [0.7877682808117988, 1.0791466562397054, 1.032797488078566, 1.0338979360598228, 0.7582015768791979, 0.4768599327220473, 0.4159517312473861, 0.26362499611816187] || Best Acc@1:77.625
[2025-09-24 18:49:14,315] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [90.11553192138672, 88.16771697998047, 87.40831756591797, 80.0, 86.03604125976562, 82.86119079589844], Test Loss [0.2615289255039377, 0.3173174169267614, 0.3385028686092069, 0.5364197212339237, 0.38488872541679636, 0.4356060549827878]
[2025-09-24 18:49:14,649] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-09-24 18:51:03,266] [SEDG] [INFO] Epoch:73 || Train Acc@1  94.38 ( 94.62), Train Cla Loss 3.5610e+01 (3.4750e+01)
[2025-09-24 18:51:15,754] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [75.70513153076172, 66.37580108642578, 68.90699005126953, 69.6444091796875, 76.8174819946289, 82.09302520751953, 88.88888549804688, 93.39080047607422], Val Loss  [0.7261011105317335, 1.0404528403018642, 0.9797708212884202, 0.9453979249840081, 0.6647831183978005, 0.4365369080111038, 0.33109122674161023, 0.20560031272899146] || Best Acc@1:77.728
[2025-09-24 18:51:15,756] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [92.68292999267578, 90.35037231445312, 89.1809310913086, 83.57615661621094, 88.73873901367188, 86.54390716552734], Test Loss [0.2263661819834152, 0.2765730493956089, 0.2984254929467052, 0.45374424070711955, 0.33880265714885954, 0.3850303027599459]
[2025-09-24 18:51:16,023] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-09-24 18:53:03,445] [SEDG] [INFO] Epoch:74 || Train Acc@1  95.31 ( 94.71), Train Cla Loss 3.5202e+01 (3.4215e+01)
[2025-09-24 18:53:15,612] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [72.94872283935547, 63.93252182006836, 66.80244445800781, 66.5221176147461, 72.75038146972656, 79.70930480957031, 84.1857681274414, 90.51724243164062], Val Loss  [0.820597523298019, 1.1189052817986551, 1.0606758597396055, 1.0704921405400567, 0.7735097561624369, 0.5020532802093861, 0.4462641778805549, 0.2601415227199423] || Best Acc@1:77.728
[2025-09-24 18:53:15,612] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [91.20668029785156, 88.68466186523438, 87.46944427490234, 79.8675537109375, 86.86186218261719, 83.4277572631836], Test Loss [0.2525448742512714, 0.31817664188054157, 0.34409008617797515, 0.5252626669722678, 0.3833769222906044, 0.4384120571039216]
[2025-09-24 18:53:15,941] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-09-24 18:55:05,508] [SEDG] [INFO] Epoch:75 || Train Acc@1  94.06 ( 94.80), Train Cla Loss 3.6606e+01 (3.3874e+01)
[2025-09-24 18:55:14,915] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [74.35897827148438, 65.85224151611328, 68.9748764038086, 68.77710723876953, 75.59735107421875, 81.22093200683594, 88.00704956054688, 93.17528533935547], Val Loss  [0.7603965334403209, 1.0710362729255094, 0.9917150001014404, 0.9935053592258604, 0.6874520583357615, 0.4568180665027263, 0.3531832622603975, 0.20366033449255186] || Best Acc@1:77.728
[2025-09-24 18:55:14,915] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [92.74711608886719, 89.5462417602539, 89.1809310913086, 82.64900970458984, 87.68769073486328, 86.82719421386719], Test Loss [0.21676089108678895, 0.2998518310765437, 0.30940619264080355, 0.4559384529559028, 0.35926296729762275, 0.3703340002607354]
[2025-09-24 18:55:15,185] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-09-24 18:57:05,033] [SEDG] [INFO] Epoch:76 || Train Acc@1  95.16 ( 94.85), Train Cla Loss 3.5363e+01 (3.3726e+01)
[2025-09-24 18:57:13,506] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [76.15384674072266, 65.67771911621094, 67.68499755859375, 69.21075439453125, 75.44483947753906, 82.09302520751953, 88.35978698730469, 93.6063232421875], Val Loss  [0.7396621933350196, 1.0642111492822723, 0.9895428392811042, 0.9613312028949403, 0.6838566941480437, 0.4374625401441441, 0.3400224134334741, 0.19865680323249993] || Best Acc@1:77.728
[2025-09-24 18:57:13,506] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [92.87548065185547, 89.48880004882812, 89.24205780029297, 83.3112564086914, 87.98799133300781, 86.82719421386719], Test Loss [0.21287850063863248, 0.30112976428080673, 0.3137557525506521, 0.44869809517797254, 0.3591753151323702, 0.37012599403349944]
[2025-09-24 18:57:13,733] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-09-24 18:59:04,573] [SEDG] [INFO] Epoch:77 || Train Acc@1  93.28 ( 94.92), Train Cla Loss 3.6050e+01 (3.3186e+01)
[2025-09-24 18:59:16,095] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [73.46154022216797, 64.7469482421875, 67.27766418457031, 66.78231048583984, 73.20793151855469, 80.75581359863281, 84.53850555419922, 90.51724243164062], Val Loss  [0.7960034113663893, 1.116890525179869, 1.0313145402168953, 1.0400973341305775, 0.7723253649173197, 0.4827013918133669, 0.4322022664536454, 0.24935602388162723] || Best Acc@1:77.728
[2025-09-24 18:59:16,096] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [91.46341705322266, 88.74210357666016, 87.46944427490234, 78.01324462890625, 86.71171569824219, 83.85269165039062], Test Loss [0.2457481612749063, 0.3058818994857058, 0.3302719229991687, 0.5724778644296508, 0.3801634334945106, 0.43645025596613585]
[2025-09-24 18:59:16,431] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-09-24 19:01:02,662] [SEDG] [INFO] Epoch:78 || Train Acc@1  94.38 ( 94.95), Train Cla Loss 3.3595e+01 (3.2977e+01)
[2025-09-24 19:01:13,249] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [75.70513153076172, 66.37580108642578, 68.29598999023438, 68.25672149658203, 74.58057403564453, 82.38372039794922, 86.6549072265625, 92.67241668701172], Val Loss  [0.7507974095833607, 1.0737721819805504, 0.9979140374402327, 0.9972821921772499, 0.7273855144503641, 0.4523937488711158, 0.36279308827465806, 0.21290775337095919] || Best Acc@1:77.728
[2025-09-24 19:01:13,250] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [92.42619323730469, 88.85697937011719, 89.1809310913086, 81.19205474853516, 87.91291809082031, 85.69404602050781], Test Loss [0.2221607618100836, 0.2955557038084246, 0.3091063872526211, 0.4855101483547135, 0.3626066202426458, 0.40248407575462763]
[2025-09-24 19:01:13,520] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-09-24 19:03:01,786] [SEDG] [INFO] Epoch:79 || Train Acc@1  96.25 ( 95.11), Train Cla Loss 3.0676e+01 (3.2589e+01)
[2025-09-24 19:03:12,200] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [72.37179565429688, 63.75800323486328, 66.5987777709961, 65.56808471679688, 71.6827621459961, 79.59302520751953, 83.53909301757812, 89.5114974975586], Val Loss  [0.8137723112717653, 1.1064471763327346, 1.040161908684502, 1.0618716535567978, 0.808368993278197, 0.5119670770889104, 0.4473492592170195, 0.2719203537736816] || Best Acc@1:77.728
[2025-09-24 19:03:12,201] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [90.24390411376953, 88.39747619628906, 86.4303207397461, 78.67549896240234, 86.18618774414062, 82.5779037475586], Test Loss [0.2633563024930379, 0.3253996408855278, 0.3627295496447745, 0.5900558699835216, 0.4037012246635941, 0.46196557655297327]
[2025-09-24 19:03:12,505] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-09-24 19:04:59,552] [SEDG] [INFO] Epoch:80 || Train Acc@1  95.62 ( 95.05), Train Cla Loss 3.1937e+01 (3.2275e+01)
[2025-09-24 19:05:10,546] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [72.94872283935547, 64.28156280517578, 68.0244369506836, 66.43538665771484, 73.56379699707031, 81.33721160888672, 84.95002746582031, 91.1637954711914], Val Loss  [0.8345407916949346, 1.1642228018897713, 1.0596019099570826, 1.079370098471228, 0.7718440247297166, 0.4700521246638409, 0.42822417835850074, 0.23903686424781537] || Best Acc@1:77.728
[2025-09-24 19:05:10,547] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [92.23363494873047, 88.56978607177734, 88.44743347167969, 79.47019958496094, 86.93693542480469, 84.84419250488281], Test Loss [0.23543367658255188, 0.3169438510551184, 0.3180665018214573, 0.5621187998759036, 0.39318423912868844, 0.4243671909270138]
[2025-09-24 19:05:10,849] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-09-24 19:06:58,690] [SEDG] [INFO] Epoch:81 || Train Acc@1  94.38 ( 95.20), Train Cla Loss 3.3345e+01 (3.1664e+01)
[2025-09-24 19:07:10,482] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [73.65384674072266, 64.68877410888672, 67.00611114501953, 67.21595764160156, 74.22470092773438, 81.39534759521484, 85.6554946899414, 91.3074722290039], Val Loss  [0.7967955610690973, 1.1077758910837667, 1.0168671947571994, 1.0346765909004707, 0.7421817180161314, 0.4713626311961995, 0.40735028510686583, 0.2336662615510239] || Best Acc@1:77.728
[2025-09-24 19:07:10,485] [SEDG] [INFO] Epoch:81 || Test  Acc@1: [91.78433990478516, 88.97185516357422, 87.8973159790039, 80.52980041503906, 86.56156158447266, 83.4277572631836], Test Loss [0.24004884609361973, 0.2954337065039114, 0.32135095106651845, 0.5212423407478838, 0.38258482994618, 0.44106857364643737]
[2025-09-24 19:07:10,830] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-09-24 19:08:57,747] [SEDG] [INFO] Epoch:82 || Train Acc@1  96.25 ( 95.23), Train Cla Loss 2.8451e+01 (3.1545e+01)
[2025-09-24 19:09:09,423] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [74.35897827148438, 64.45608520507812, 67.75288391113281, 67.56288146972656, 74.47889709472656, 82.55813598632812, 86.6549072265625, 91.7385025024414], Val Loss  [0.7879792696390396, 1.1658193866758586, 1.0452202323012343, 1.0482556631744993, 0.7276271919823566, 0.44827957735505214, 0.3823074306340024, 0.22536310330889692] || Best Acc@1:77.728
[2025-09-24 19:09:09,423] [SEDG] [INFO] Epoch:82 || Test  Acc@1: [92.16944885253906, 90.00574493408203, 89.11981201171875, 81.72185516357422, 87.31231689453125, 83.85269165039062], Test Loss [0.22121033367051698, 0.2875118792390837, 0.3147186723453491, 0.4975741064311653, 0.37473493179043493, 0.4237172873769874]
[2025-09-24 19:09:09,723] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-09-24 19:10:44,083] [SEDG] [INFO] Epoch:83 || Train Acc@1  96.25 ( 95.26), Train Cla Loss 2.9781e+01 (3.1417e+01)
[2025-09-24 19:10:54,546] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [72.82051849365234, 64.10704040527344, 67.00611114501953, 66.43538665771484, 73.8179931640625, 80.75581359863281, 85.24397277832031, 91.23563385009766], Val Loss  [0.8167044517321465, 1.156141003493031, 1.0705673644813607, 1.06782853210479, 0.7717814783063345, 0.4887618023295735, 0.4269596787847399, 0.2437690945192315] || Best Acc@1:77.728
[2025-09-24 19:10:54,547] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [91.97689819335938, 89.43136596679688, 88.0806884765625, 80.0, 86.56156158447266, 83.71104431152344], Test Loss [0.2380097434020318, 0.29734458009584547, 0.32692015888784215, 0.5371675631857866, 0.3923916534797565, 0.4359713574137971]
[2025-09-24 19:10:54,873] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-09-24 19:11:51,579] [SEDG] [INFO] Epoch:84 || Train Acc@1  97.66 ( 95.28), Train Cla Loss 2.1973e+01 (3.0937e+01)
[2025-09-24 19:11:58,882] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [73.84615325927734, 64.63059997558594, 67.14188385009766, 67.38941955566406, 74.1230239868164, 81.27906799316406, 85.6554946899414, 91.37931060791016], Val Loss  [0.8285980059550359, 1.161396921097088, 1.0784380172814945, 1.0891109723129277, 0.7747633787479022, 0.4792761131774547, 0.41734572957712784, 0.23856241795523414] || Best Acc@1:77.728
[2025-09-24 19:11:58,884] [SEDG] [INFO] Epoch:84 || Test  Acc@1: [91.27086639404297, 90.17806243896484, 88.20293426513672, 80.39735412597656, 87.31231689453125, 84.84419250488281], Test Loss [0.2385660256133612, 0.28964014836661367, 0.32123064375448346, 0.5417059897389633, 0.38970620822799096, 0.43560823379216385]
[2025-09-24 19:11:59,187] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-09-24 19:12:55,348] [SEDG] [INFO] Epoch:85 || Train Acc@1  96.09 ( 95.36), Train Cla Loss 3.0422e+01 (3.0708e+01)
[2025-09-24 19:13:03,081] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [74.23077392578125, 64.68877410888672, 67.34555053710938, 67.99652862548828, 74.6822509765625, 81.68604278564453, 85.3615493774414, 91.37931060791016], Val Loss  [0.7925489199467194, 1.1416619493213762, 1.0516292375524434, 1.0541101920306166, 0.7413671479409397, 0.4707020322943843, 0.40090402608396797, 0.24056939660817728] || Best Acc@1:77.728
[2025-09-24 19:13:03,083] [SEDG] [INFO] Epoch:85 || Test  Acc@1: [91.65597534179688, 89.31648254394531, 88.2640609741211, 81.05960083007812, 87.38739013671875, 84.56090545654297], Test Loss [0.23790714365641785, 0.29260660274010974, 0.31737629267726375, 0.5190389097921106, 0.37866945533423096, 0.41921436735996104]
[2025-09-24 19:13:03,429] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-09-24 19:13:59,453] [SEDG] [INFO] Epoch:86 || Train Acc@1  94.38 ( 95.57), Train Cla Loss 3.1836e+01 (2.9879e+01)
[2025-09-24 19:14:06,869] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [76.15384674072266, 65.96858978271484, 68.83910369873047, 69.73114013671875, 76.56329345703125, 83.13953399658203, 89.41798400878906, 92.74425506591797], Val Loss  [0.7198692187284812, 1.079591127312967, 1.0008504839414238, 0.9929743545115356, 0.6776633835347946, 0.423120182059532, 0.31953581061645653, 0.19903487540867137] || Best Acc@1:77.820
[2025-09-24 19:14:06,871] [SEDG] [INFO] Epoch:86 || Test  Acc@1: [93.26058959960938, 90.17806243896484, 90.0978012084961, 83.04635620117188, 88.21321868896484, 86.96883392333984], Test Loss [0.2017124619464054, 0.2766135601409203, 0.28736940862424215, 0.45376843521926574, 0.35375854140287405, 0.3747673603487082]
[2025-09-24 19:14:07,105] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-09-24 19:15:12,128] [SEDG] [INFO] Epoch:87 || Train Acc@1  96.09 ( 95.48), Train Cla Loss 3.0093e+01 (2.9978e+01)
[2025-09-24 19:15:26,945] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [74.4871826171875, 65.61955261230469, 68.43177032470703, 68.25672149658203, 76.05490112304688, 83.5465087890625, 87.59552764892578, 92.81609344482422], Val Loss  [0.785899304273801, 1.1250915698633421, 1.0494876992354487, 1.0421995490778104, 0.7180350276044497, 0.43370524173559144, 0.36820677973150434, 0.2024953082717698] || Best Acc@1:77.820
[2025-09-24 19:15:26,945] [SEDG] [INFO] Epoch:87 || Test  Acc@1: [92.04108428955078, 90.35037231445312, 89.42543029785156, 83.1788101196289, 88.36336517333984, 86.54390716552734], Test Loss [0.21883991666721594, 0.28037529412201256, 0.30004395424299546, 0.47551801978357583, 0.35975663856164114, 0.380403046989576]
[2025-09-24 19:15:27,368] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-09-24 19:16:38,164] [SEDG] [INFO] Epoch:88 || Train Acc@1  95.00 ( 95.60), Train Cla Loss 3.0245e+01 (2.9441e+01)
[2025-09-24 19:16:51,392] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [75.06410217285156, 65.5613784790039, 67.48133087158203, 67.04249572753906, 73.15708923339844, 81.16278839111328, 85.3027572631836, 90.15804290771484], Val Loss  [0.797494093577067, 1.1319527294553942, 1.0574215860596055, 1.0710628847320987, 0.7841359981362688, 0.4869027104488639, 0.4267747596317989, 0.24964498086222286] || Best Acc@1:77.820
[2025-09-24 19:16:51,392] [SEDG] [INFO] Epoch:88 || Test  Acc@1: [91.20668029785156, 88.85697937011719, 87.04156494140625, 79.60265350341797, 86.86186218261719, 84.27761840820312], Test Loss [0.24046158717899788, 0.3063465471859296, 0.3381047733036988, 0.5663560034423475, 0.3911933544519785, 0.4340270713773733]
[2025-09-24 19:16:51,733] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-09-24 19:17:58,198] [SEDG] [INFO] Epoch:89 || Train Acc@1  95.31 ( 95.67), Train Cla Loss 3.0410e+01 (2.9212e+01)
[2025-09-24 19:18:10,862] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [75.0, 64.97964477539062, 68.29598999023438, 68.51691436767578, 75.2414779663086, 82.84883880615234, 87.0664291381836, 92.45689392089844], Val Loss  [0.8055201848347981, 1.1631552528128366, 1.0709777292779672, 1.0477494477501974, 0.7380188153474295, 0.45265505092088565, 0.3854830522070486, 0.21716714727467504] || Best Acc@1:77.820
[2025-09-24 19:18:10,863] [SEDG] [INFO] Epoch:89 || Test  Acc@1: [91.72015380859375, 90.12062072753906, 89.42543029785156, 82.91390991210938, 88.21321868896484, 85.69404602050781], Test Loss [0.2273739792875209, 0.2807709778060453, 0.29163380470901074, 0.4827765531492549, 0.3694858436469917, 0.3949256327435923]
[2025-09-24 19:18:11,294] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-09-24 19:19:19,182] [SEDG] [INFO] Epoch:90 || Train Acc@1  92.97 ( 95.80), Train Cla Loss 3.5123e+01 (2.8557e+01)
[2025-09-24 19:19:29,072] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [73.84615325927734, 64.63059997558594, 67.41343688964844, 67.21595764160156, 75.0889663696289, 81.9186019897461, 86.00822448730469, 91.5948257446289], Val Loss  [0.8377539170094025, 1.1933981991563167, 1.1003720302283966, 1.0997040527650612, 0.7520174554719135, 0.46544487517933514, 0.4039109637637758, 0.22746839194462218] || Best Acc@1:77.820
[2025-09-24 19:19:29,072] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [91.39923095703125, 89.25904846191406, 88.44743347167969, 81.85430908203125, 88.06306457519531, 83.99433135986328], Test Loss [0.23623120821103816, 0.29075875955364744, 0.31045343807026343, 0.5178126441721884, 0.37416554070091823, 0.431019636731141]
[2025-09-24 19:19:29,406] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-09-24 19:20:31,877] [SEDG] [INFO] Epoch:91 || Train Acc@1  96.41 ( 95.69), Train Cla Loss 2.6284e+01 (2.8793e+01)
[2025-09-24 19:20:41,423] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [75.64102935791016, 66.0849380493164, 69.2464370727539, 67.90980529785156, 75.9532241821289, 82.90697479248047, 87.77189636230469, 93.10344696044922], Val Loss  [0.7760554659060943, 1.1668051512453568, 1.040043831680878, 1.0472913649117337, 0.7362468305371046, 0.4515620470046997, 0.3571944915148036, 0.19576474467570754] || Best Acc@1:77.820
[2025-09-24 19:20:41,423] [SEDG] [INFO] Epoch:91 || Test  Acc@1: [93.1322250366211, 90.12062072753906, 89.54768371582031, 82.25165557861328, 88.13813781738281, 86.96883392333984], Test Loss [0.2095118676131742, 0.2905117233617083, 0.2999129072924698, 0.49467136145427526, 0.37325120907467046, 0.3769501924789154]
[2025-09-24 19:20:41,722] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-09-24 19:21:45,683] [SEDG] [INFO] Epoch:92 || Train Acc@1  97.19 ( 95.72), Train Cla Loss 2.2805e+01 (2.8485e+01)
[2025-09-24 19:21:57,764] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [76.73077392578125, 66.02676391601562, 68.77120971679688, 69.55767822265625, 77.58007049560547, 84.47674560546875, 89.41798400878906, 94.037353515625], Val Loss  [0.7520941067964603, 1.1158560672910356, 1.0568570523691607, 1.0032347530669372, 0.6907520609333483, 0.410990482014279, 0.32761565255530084, 0.18159844991804538] || Best Acc@1:78.325
[2025-09-24 19:21:57,765] [SEDG] [INFO] Epoch:92 || Test  Acc@1: [93.38896179199219, 90.75244140625, 89.85330200195312, 85.03311157226562, 87.98799133300781, 86.96883392333984], Test Loss [0.20375878518789203, 0.2730717566217382, 0.29289130884744136, 0.45956487452352285, 0.36555771104566326, 0.3702660247725738]
[2025-09-24 19:21:58,081] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-09-24 19:23:04,462] [SEDG] [INFO] Epoch:93 || Train Acc@1  96.09 ( 95.88), Train Cla Loss 2.7352e+01 (2.7925e+01)
[2025-09-24 19:23:16,371] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [73.65384674072266, 64.57242584228516, 67.68499755859375, 67.12922668457031, 74.63141632080078, 82.09302520751953, 85.53791809082031, 91.7385025024414], Val Loss  [0.826040117862897, 1.2126020626525258, 1.1138657000515224, 1.0976693494776901, 0.7939831578737597, 0.49624222655629, 0.4255964679951215, 0.23448063535936947] || Best Acc@1:78.325
[2025-09-24 19:23:16,371] [SEDG] [INFO] Epoch:93 || Test  Acc@1: [91.14249420166016, 89.029296875, 87.10269165039062, 80.0, 87.53753662109375, 83.14447784423828], Test Loss [0.23803987555846629, 0.30735997836833573, 0.34383011075570125, 0.5630984634753095, 0.38938519976160546, 0.4573292836082556]
[2025-09-24 19:23:16,749] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-09-24 19:24:22,784] [SEDG] [INFO] Epoch:94 || Train Acc@1  96.56 ( 95.88), Train Cla Loss 2.4188e+01 (2.7652e+01)
[2025-09-24 19:24:34,769] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [74.23077392578125, 64.7469482421875, 68.43177032470703, 67.90980529785156, 75.29232025146484, 82.55813598632812, 86.2433853149414, 92.38505554199219], Val Loss  [0.8686540050384326, 1.2469075575271549, 1.1291828068442396, 1.121242261822081, 0.7917675533964965, 0.47650106064108916, 0.42043604190597667, 0.22160192270731105] || Best Acc@1:78.325
[2025-09-24 19:24:34,770] [SEDG] [INFO] Epoch:94 || Test  Acc@1: [91.91271209716797, 90.00574493408203, 88.69193267822266, 81.98675537109375, 87.98799133300781, 84.13597869873047], Test Loss [0.2294819069803909, 0.28121916201695296, 0.32009408074661105, 0.5237630758459205, 0.38843261971846, 0.438900499438429]
[2025-09-24 19:24:35,099] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-09-24 19:25:40,280] [SEDG] [INFO] Epoch:95 || Train Acc@1  95.47 ( 95.99), Train Cla Loss 2.9638e+01 (2.7360e+01)
[2025-09-24 19:25:52,622] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [75.12820434570312, 64.97964477539062, 67.68499755859375, 67.64961242675781, 74.17386627197266, 80.93022918701172, 84.83245086669922, 90.73275756835938], Val Loss  [0.8129255988659003, 1.2149824590929863, 1.1090909214304647, 1.1131123658479656, 0.8243234700276637, 0.5057545914899472, 0.46580644231344376, 0.26187592821902245] || Best Acc@1:78.325
[2025-09-24 19:25:52,623] [SEDG] [INFO] Epoch:95 || Test  Acc@1: [91.84852600097656, 88.34003448486328, 87.77506256103516, 79.2052993774414, 86.48648834228516, 83.4277572631836], Test Loss [0.24133045766717814, 0.31392908114287305, 0.3529263441894923, 0.6016355029005088, 0.4072198461483907, 0.46983298397604534]
[2025-09-24 19:25:52,971] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-09-24 19:27:00,195] [SEDG] [INFO] Epoch:96 || Train Acc@1  94.84 ( 96.14), Train Cla Loss 3.0849e+01 (2.6822e+01)
[2025-09-24 19:27:14,553] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [73.3974380493164, 64.10704040527344, 66.87033081054688, 65.91500854492188, 72.59786224365234, 80.52325439453125, 84.24456024169922, 89.7988510131836], Val Loss  [0.8923483405357752, 1.2668970147144525, 1.1709335096337241, 1.192876660139829, 0.8589626984603524, 0.5273008927356365, 0.4667033549444175, 0.27021740813707484] || Best Acc@1:78.325
[2025-09-24 19:27:14,554] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [91.39923095703125, 88.62722778320312, 87.8973159790039, 80.0, 86.41141510009766, 82.71954345703125], Test Loss [0.2505862618460582, 0.3153456475870285, 0.3504614542923813, 0.5846394788350491, 0.4230115655306223, 0.4717590006400776]
[2025-09-24 19:27:14,910] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-09-24 19:28:23,504] [SEDG] [INFO] Epoch:97 || Train Acc@1  95.47 ( 96.20), Train Cla Loss 2.7873e+01 (2.6467e+01)
[2025-09-24 19:28:37,788] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [75.51282501220703, 66.02676391601562, 68.63543701171875, 69.03729248046875, 74.98728942871094, 82.79069519042969, 86.6549072265625, 91.37931060791016], Val Loss  [0.809295293306693, 1.1962132092615143, 1.0870435791493513, 1.0909741288672967, 0.787049984895583, 0.4762803275917852, 0.4079339650012268, 0.2461340316068167] || Best Acc@1:78.325
[2025-09-24 19:28:37,789] [SEDG] [INFO] Epoch:97 || Test  Acc@1: [91.91271209716797, 89.14417266845703, 88.0806884765625, 81.05960083007812, 87.08708953857422, 85.4107666015625], Test Loss [0.2361079138417911, 0.307167486871268, 0.34289593140259933, 0.576468555185179, 0.3990652689167687, 0.43921362197095204]
[2025-09-24 19:28:38,092] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-09-24 19:29:45,632] [SEDG] [INFO] Epoch:98 || Train Acc@1  96.09 ( 96.26), Train Cla Loss 2.6731e+01 (2.6151e+01)
[2025-09-24 19:30:00,105] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [74.35897827148438, 65.67771911621094, 68.09232330322266, 68.25672149658203, 75.59735107421875, 82.79069519042969, 86.9488525390625, 92.02586364746094], Val Loss  [0.8209587680987823, 1.1829244342219212, 1.112681381454981, 1.0810828626621112, 0.7686548771201261, 0.45167657400286476, 0.3762438761389024, 0.21647789706101364] || Best Acc@1:78.325
[2025-09-24 19:30:00,106] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [92.49037170410156, 89.890869140625, 88.87531280517578, 83.70861053466797, 87.53753662109375, 84.84419250488281], Test Loss [0.219394999459405, 0.28455630360767115, 0.31189390973240355, 0.5121499980127575, 0.38304493153417435, 0.43100552982188994]
[2025-09-24 19:30:00,582] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-09-24 19:31:06,276] [SEDG] [INFO] Epoch:99 || Train Acc@1  95.94 ( 96.29), Train Cla Loss 2.6722e+01 (2.5958e+01)
[2025-09-24 19:31:19,823] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [75.19230651855469, 65.67771911621094, 69.2464370727539, 69.90459442138672, 75.0889663696289, 82.44185638427734, 87.1252212524414, 91.4511489868164], Val Loss  [0.8339188190606924, 1.2002960104384763, 1.0972238090357163, 1.0871144254519851, 0.7808211663985046, 0.4685238195020099, 0.39045042633629246, 0.2306811390765782] || Best Acc@1:78.325
[2025-09-24 19:31:19,838] [SEDG] [INFO] Epoch:99 || Test  Acc@1: [92.68292999267578, 89.25904846191406, 88.63081359863281, 80.39735412597656, 87.31231689453125, 84.84419250488281], Test Loss [0.22188089868300073, 0.31271471285155833, 0.3282545384538786, 0.5626526890211547, 0.40092875631721886, 0.43600733858921037]
[2025-09-24 19:31:20,246] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-24 19:31:32,028] [SEDG] [INFO] Val  Acc@1: [76.28205108642578, 66.317626953125, 68.70332336425781, 69.6444091796875, 77.22419738769531, 84.65116119384766, 89.53556823730469, 93.67816162109375], Val Loss  [0.762140475328152, 1.119288985780535, 1.0507187887429381, 1.0055894166722261, 0.6907718980985059, 0.4157286587149598, 0.3269361575724867, 0.1884057103902444]
[2025-09-24 19:31:32,028] [SEDG] [INFO] Test  Acc@1: [93.26058959960938, 90.2354965209961, 89.66992950439453, 84.50331115722656, 87.61261749267578, 87.11048126220703], Test Loss [0.20417500322682255, 0.28135936695703617, 0.29230495788211636, 0.4448858494000719, 0.3703682689337401, 0.3704880332685057]
[2025-09-24 19:31:32,028] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-24 19:31:32,079] [SEDG] [INFO] Val  Mean&Var: [(76.3818, 1.189484), (66.24396, 1.1272236), (69.348404, 1.308467), (67.820946, 2.3764944), (77.362236, 1.0329472), (84.68364, 0.86982393), (89.69907, 0.761736), (93.607956, 0.7239758)]
[2025-09-24 19:31:32,079] [SEDG] [INFO] Test  Mean&Var: [(93.2456, 0.6001335), (90.34091, 0.6971418), (89.84375, 0.83217436), (84.67654, 1.3888478), (87.63393, 0.79985255), (87.63587, 1.2814777)]
