[2025-09-04 14:25:51,999] [SEDG] [INFO] 
[2025-09-04 14:25:51,999] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-04 17:26:00,816] [SEDG] [INFO] Epoch:0 || Train Acc@1  57.81 ( 51.62), Train Cla Loss 3.0632e+02 (9.6773e+02)
[2025-09-04 17:26:13,089] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [56.66666793823242, 54.21757125854492, 55.60081100463867, 57.762359619140625, 56.380271911621094, 62.79069900512695, 58.55379104614258, 57.18390655517578], Val Loss  [1.0107913732528686, 1.219890816118774, 1.236833927021169, 1.202723639743388, 1.29833994368702, 0.8674628986868748, 1.0515335279657587, 1.0673085197635082] || Best Acc@1:57.395
[2025-09-04 17:26:13,089] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [58.4724006652832, 57.208499908447266, 54.76772689819336, 56.42384338378906, 55.105106353759766, 60.05665588378906], Test Loss [1.1530811288543477, 1.1273018330900508, 1.221703857547788, 1.2276235822020778, 1.0814836920202673, 0.9364818746577579]
[2025-09-04 17:26:13,451] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-04 21:19:06,447] [SEDG] [INFO] Epoch:1 || Train Acc@1  85.78 ( 74.61), Train Cla Loss 9.0423e+01 (1.6051e+02)
[2025-09-04 21:19:17,965] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [63.52564239501953, 58.17335891723633, 61.8465690612793, 59.15004348754883, 62.78596496582031, 71.27906799316406, 68.01881408691406, 74.35344696044922], Val Loss  [2.0919848662156326, 2.716375437637205, 2.299493745323435, 2.597983234048258, 1.9141969271098895, 1.2378335234730742, 1.3586401146445652, 0.8564067037626245] || Best Acc@1:64.892
[2025-09-04 21:19:17,966] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [80.29524993896484, 77.3118896484375, 76.95599365234375, 65.03311157226562, 78.9789810180664, 75.77903747558594], Test Loss [0.6424331899937984, 0.6350480182837782, 0.6916746905843174, 1.3152018734950892, 0.8492643378518365, 1.0119634605047132]
[2025-09-04 21:19:19,493] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-05 01:14:31,013] [SEDG] [INFO] Epoch:2 || Train Acc@1  91.41 ( 88.37), Train Cla Loss 5.4705e+01 (7.2490e+01)
[2025-09-05 01:14:42,131] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [65.8974380493164, 58.46422576904297, 61.914459228515625, 60.45100021362305, 64.41281127929688, 74.01162719726562, 76.24925994873047, 81.60919189453125], Val Loss  [2.112896210108048, 2.7955778585470576, 2.385089866912469, 2.5872457455472126, 1.8002169869184859, 1.0596148269121037, 0.9893886294524716, 0.6062609656103726] || Best Acc@1:67.876
[2025-09-05 01:14:42,131] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [85.36585998535156, 79.60942077636719, 81.8459701538086, 68.47682189941406, 82.35736083984375, 77.90367889404297], Test Loss [0.5316767888203435, 0.5780241779217016, 0.5865443263995327, 1.2104408441000427, 0.7993931276304228, 0.9267654176339739]
[2025-09-05 01:14:42,368] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-05 05:10:28,175] [SEDG] [INFO] Epoch:3 || Train Acc@1  92.81 ( 92.27), Train Cla Loss 4.9122e+01 (4.7299e+01)
[2025-09-05 05:10:39,280] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [68.33333587646484, 60.558467864990234, 62.729122161865234, 61.83868408203125, 67.81900787353516, 74.70930480957031, 82.48088836669922, 86.06321716308594], Val Loss  [2.147287504489605, 2.920464586143649, 2.5520883681251334, 2.709389894657929, 1.8123545833481225, 1.0617097890654275, 0.8682901447965735, 0.48005437319991234] || Best Acc@1:70.567
[2025-09-05 05:10:39,281] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [87.35558319091797, 83.17059326171875, 83.86308288574219, 72.45033264160156, 82.95796203613281, 81.86968994140625], Test Loss [0.4338013038555679, 0.5684670720683782, 0.5555184470412201, 1.1493092871659638, 0.7803161776101625, 0.8796531471922445]
[2025-09-05 05:10:39,526] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-05 09:06:54,299] [SEDG] [INFO] Epoch:4 || Train Acc@1  95.16 ( 94.26), Train Cla Loss 2.9406e+01 (3.5888e+01)
[2025-09-05 09:07:05,169] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [65.51282501220703, 58.92961120605469, 63.543785095214844, 61.058109283447266, 65.734619140625, 73.43022918701172, 73.66255187988281, 82.75862121582031], Val Loss  [2.6165428772950783, 3.5668455127230074, 3.1914908518535463, 3.4475736369904704, 2.285274593976772, 1.2951622419579085, 1.2604250608648293, 0.6141986953116011] || Best Acc@1:70.567
[2025-09-05 09:07:05,172] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [86.97047424316406, 82.19414520263672, 81.8459701538086, 71.39073181152344, 83.03303527832031, 78.7535400390625], Test Loss [0.5013881508590934, 0.5748572070526022, 0.6149440228171683, 1.3710674876408862, 0.9054605108839614, 1.053753197512381]
[2025-09-05 09:07:05,533] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-05 13:03:02,702] [SEDG] [INFO] Epoch:5 || Train Acc@1  95.00 ( 95.52), Train Cla Loss 2.3174e+01 (2.8128e+01)
[2025-09-05 13:03:13,721] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [72.37179565429688, 63.17626953125, 65.5804443359375, 65.82827758789062, 71.88611602783203, 78.19767761230469, 86.00822448730469, 88.36206817626953], Val Loss  [1.8967517559344953, 2.624388386164383, 2.488128390954776, 2.5493540751803523, 1.5394646180845726, 0.8923128794792087, 0.6533406194274867, 0.40509545631792354] || Best Acc@1:73.926
[2025-09-05 13:03:13,722] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [89.47368621826172, 84.03216552734375, 85.88019561767578, 77.35099792480469, 86.11111450195312, 84.84419250488281], Test Loss [0.4250373203733001, 0.535567563611293, 0.49287292805743976, 1.0055519434000482, 0.6665758873607304, 0.7633069176018882]
[2025-09-05 13:03:14,070] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-05 16:57:41,612] [SEDG] [INFO] Epoch:6 || Train Acc@1  97.19 ( 96.33), Train Cla Loss 1.9460e+01 (2.3020e+01)
[2025-09-05 16:57:52,588] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [67.56410217285156, 60.67481231689453, 63.340118408203125, 63.22636795043945, 69.19165802001953, 77.79069519042969, 80.01175689697266, 86.35057067871094], Val Loss  [2.780118297307919, 3.931522761617309, 3.4815921317292813, 3.597995543211104, 2.1576547748738277, 1.1658199781595275, 1.0779416311284782, 0.46607819610628587] || Best Acc@1:73.926
[2025-09-05 16:57:52,588] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [89.0243911743164, 85.46812438964844, 84.65770721435547, 74.83444213867188, 85.51051330566406, 82.29461669921875], Test Loss [0.45079217328951815, 0.4996141981352752, 0.5379670330831066, 1.2030115134668666, 0.8663436335038852, 0.9788567486307161]
[2025-09-05 16:57:52,841] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-05 20:50:12,518] [SEDG] [INFO] Epoch:7 || Train Acc@1  97.19 ( 96.83), Train Cla Loss 1.7972e+01 (2.0265e+01)
[2025-09-05 20:50:23,236] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [70.70513153076172, 61.431068420410156, 65.37677764892578, 65.39462280273438, 71.63192749023438, 79.59302520751953, 83.65666961669922, 88.43390655517578], Val Loss  [2.667010134917039, 3.842061544449403, 3.364454245086992, 3.4026645685970465, 2.088455233406645, 1.099016788671183, 0.9622626706195676, 0.43905296722619697] || Best Acc@1:73.926
[2025-09-05 20:50:23,237] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [90.69319915771484, 87.47846221923828, 86.0635757446289, 75.2317886352539, 86.33634185791016, 84.13597869873047], Test Loss [0.40337260826867416, 0.44547097697331944, 0.5178547791298707, 1.1845310231707744, 0.8229635780280059, 0.9083809570617783]
[2025-09-05 20:50:23,602] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-06 00:42:25,501] [SEDG] [INFO] Epoch:8 || Train Acc@1  97.66 ( 97.34), Train Cla Loss 1.1344e+01 (1.6670e+01)
[2025-09-06 00:42:36,351] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [64.35897827148438, 58.347877502441406, 61.09979248046875, 59.23677444458008, 65.37874603271484, 74.1279067993164, 70.60552215576172, 80.60344696044922], Val Loss  [3.6927811390314345, 5.079941271071243, 4.396284004821311, 4.611718006561938, 2.9554521241161384, 1.7687896944755732, 1.8221877667568909, 0.8429524744379109] || Best Acc@1:73.926
[2025-09-06 00:42:36,352] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [83.24775695800781, 80.87306213378906, 80.13447570800781, 70.06622314453125, 81.45645904541016, 78.47025299072266], Test Loss [0.6990522849200167, 0.7307947095545594, 0.8629104272077602, 1.7643109605801817, 1.2588605870892693, 1.3798606763818109]
[2025-09-06 00:42:36,587] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-06 04:32:12,288] [SEDG] [INFO] Epoch:9 || Train Acc@1  96.41 ( 97.60), Train Cla Loss 2.2954e+01 (1.4757e+01)
[2025-09-06 04:32:23,412] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [71.15384674072266, 62.07097244262695, 65.03733825683594, 65.65481567382812, 70.20843505859375, 80.69767761230469, 82.30452728271484, 88.07471466064453], Val Loss  [2.4987207027582023, 3.815453613546437, 3.2910464459199407, 3.1988050952127263, 2.075245349250836, 1.0030747471853745, 1.0017993340136233, 0.45626020739283196] || Best Acc@1:73.926
[2025-09-06 04:32:23,422] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [90.05135345458984, 87.6507797241211, 86.0635757446289, 75.0993423461914, 86.48648834228516, 83.56940460205078], Test Loss [0.4028893450014437, 0.4280325811247179, 0.5257075324763879, 1.2340290328524761, 0.8520735964044794, 0.9108365696482889]
[2025-09-06 04:32:23,691] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-06 08:25:25,836] [SEDG] [INFO] Epoch:10 || Train Acc@1  97.50 ( 97.96), Train Cla Loss 1.0122e+01 (1.2879e+01)
[2025-09-06 08:25:37,088] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [72.8846206665039, 64.28156280517578, 67.27766418457031, 67.64961242675781, 74.02134704589844, 82.6744155883789, 85.9494400024414, 91.5948257446289], Val Loss  [2.431447004660582, 3.5341767629542415, 3.069721955469653, 2.9927987161012495, 1.7487152331240237, 0.8600323348544364, 0.7882680241987635, 0.3150100279813525] || Best Acc@1:75.792
[2025-09-06 08:25:37,089] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [91.46341705322266, 88.11028289794922, 88.50856018066406, 81.58940887451172, 86.33634185791016, 85.69404602050781], Test Loss [0.354293796156123, 0.3717499794390337, 0.4535535786000324, 0.951044323112791, 0.7702844144703748, 0.8286467418608865]
[2025-09-06 08:25:37,479] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-06 12:16:31,104] [SEDG] [INFO] Epoch:11 || Train Acc@1  98.75 ( 98.10), Train Cla Loss 5.1003e+00 (1.1684e+01)
[2025-09-06 12:16:48,251] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [65.83333587646484, 59.62769317626953, 61.8465690612793, 59.41023635864258, 65.98881530761719, 76.4534912109375, 75.01469421386719, 82.90229797363281], Val Loss  [3.5754594191526756, 5.240029286200949, 4.329087630551603, 4.335963101867556, 2.829067362524497, 1.5845656250798426, 1.6558124269197296, 0.703973435293669] || Best Acc@1:75.792
[2025-09-06 12:16:48,253] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [84.59563446044922, 85.06605529785156, 83.12958526611328, 72.31787872314453, 82.88288116455078, 79.178466796875], Test Loss [0.6813006781338115, 0.5428616367901008, 0.7328039617585087, 1.6330630532953123, 1.1739729900617857, 1.3385875993368688]
[2025-09-06 12:16:48,496] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-06 16:07:17,884] [SEDG] [INFO] Epoch:12 || Train Acc@1  99.06 ( 98.32), Train Cla Loss 7.0397e+00 (1.0374e+01)
[2025-09-06 16:07:35,221] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [71.15384674072266, 63.17626953125, 66.5987777709961, 66.78231048583984, 73.20793151855469, 81.56977081298828, 84.00940704345703, 90.0862045288086], Val Loss  [2.7196779776842166, 4.181455210380044, 3.366533270354831, 3.2686784933260578, 1.989435829604769, 1.0207622686097788, 1.0474573116944441, 0.38629588680662985] || Best Acc@1:75.792
[2025-09-06 16:07:35,222] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [92.04108428955078, 89.029296875, 88.14181518554688, 78.14569854736328, 86.78678894042969, 84.56090545654297], Test Loss [0.375699053067757, 0.3887727796124152, 0.48047591555490177, 1.1539738493249905, 0.8638514933643399, 0.9614428170341945]
[2025-09-06 16:07:35,557] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-06 19:53:38,640] [SEDG] [INFO] Epoch:13 || Train Acc@1  97.97 ( 98.46), Train Cla Loss 1.3130e+01 (9.5493e+00)
[2025-09-06 19:53:51,647] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [77.62820434570312, 66.317626953125, 71.01153564453125, 71.29228210449219, 78.54600524902344, 85.34883880615234, 90.00587463378906, 92.38505554199219], Val Loss  [1.9464642891517052, 3.214689228408485, 2.629085511636831, 2.3521804463696654, 1.221088969471131, 0.6403360631923343, 0.6488963168273865, 0.2675106824782474] || Best Acc@1:79.067
[2025-09-06 19:53:51,647] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [92.29782104492188, 85.64043426513672, 88.32518768310547, 83.70861053466797, 87.83783721923828, 88.24362182617188], Test Loss [0.3398694862947537, 0.5106507508936865, 0.45782310608546717, 0.7855241422621619, 0.6958295765358049, 0.6777274205923878]
[2025-09-06 19:53:51,978] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-06 23:45:21,207] [SEDG] [INFO] Epoch:14 || Train Acc@1  98.28 ( 98.54), Train Cla Loss 1.4474e+01 (8.8986e+00)
[2025-09-06 23:45:38,226] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [73.14102935791016, 63.64165496826172, 67.34555053710938, 65.48135375976562, 73.20793151855469, 83.66278839111328, 84.65608215332031, 90.2298812866211], Val Loss  [2.4123218811475313, 3.8951664173443556, 3.1658259998432894, 2.9908054927485153, 1.914830130917443, 0.9072765954705172, 0.9605923192351092, 0.37036348013314363] || Best Acc@1:79.067
[2025-09-06 23:45:38,229] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [92.04108428955078, 89.60367584228516, 88.01956176757812, 80.13245391845703, 87.16216278076172, 85.69404602050781], Test Loss [0.3777614430606901, 0.3403962737335548, 0.48393675357144333, 1.0638388643201613, 0.852329244753262, 0.8881330772094619]
[2025-09-06 23:45:38,559] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-07 02:43:13,491] [SEDG] [INFO] Epoch:15 || Train Acc@1  98.28 ( 98.66), Train Cla Loss 1.0318e+01 (8.0919e+00)
[2025-09-07 02:43:26,973] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [64.80769348144531, 59.04595947265625, 60.42090606689453, 58.36947250366211, 65.4295883178711, 74.01162719726562, 75.13227081298828, 81.96839141845703], Val Loss  [4.018080531633817, 5.629811199270341, 4.772446034667737, 4.56097222201636, 2.985209418724925, 1.7691781459852707, 1.7609421026699688, 0.7802333629679405] || Best Acc@1:79.067
[2025-09-07 02:43:26,975] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [83.119384765625, 83.9747314453125, 82.70171356201172, 72.7152328491211, 81.90690612792969, 78.89517974853516], Test Loss [0.82054228960167, 0.6076949690690607, 0.7975231400328918, 1.6125056492571799, 1.2691081191326405, 1.478191038029052]
[2025-09-07 02:43:27,232] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-07 05:13:21,854] [SEDG] [INFO] Epoch:16 || Train Acc@1  97.97 ( 98.74), Train Cla Loss 1.2012e+01 (7.3295e+00)
[2025-09-07 05:13:29,812] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [74.35897827148438, 65.2705078125, 68.22810363769531, 68.86383819580078, 75.29232025146484, 84.01162719726562, 85.24397277832031, 90.51724243164062], Val Loss  [2.3595490113282813, 3.710893734864817, 3.042103105067236, 2.7607186656358027, 1.6938393024484337, 0.8733633762182191, 0.9121910611182333, 0.3346897452298937] || Best Acc@1:79.067
[2025-09-07 05:13:29,813] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [92.10526275634766, 90.12062072753906, 88.99755859375, 79.60265350341797, 87.16216278076172, 85.69404602050781], Test Loss [0.37557711334604965, 0.3503992728777187, 0.42863328612812573, 0.9100990500671184, 0.7891590710695799, 0.8576322872242454]
[2025-09-07 05:13:30,068] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-07 08:12:16,549] [SEDG] [INFO] Epoch:17 || Train Acc@1  99.06 ( 98.88), Train Cla Loss 5.3991e+00 (6.5787e+00)
[2025-09-07 08:12:24,583] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [74.67948913574219, 65.32868194580078, 69.7216567993164, 70.42498016357422, 77.68174743652344, 85.1744155883789, 88.12462615966797, 93.67816162109375], Val Loss  [2.340390453583155, 3.6619154981154907, 3.0381165603674396, 2.6661032539600926, 1.4641840142772231, 0.788450543686401, 0.8025547409871443, 0.2606406219346427] || Best Acc@1:79.067
[2025-09-07 08:12:24,584] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [91.91271209716797, 87.82308959960938, 89.24205780029297, 84.37086486816406, 86.71171569824219, 86.68555450439453], Test Loss [0.35408148288114694, 0.42748404946017715, 0.43273913137009024, 0.7895017357654129, 0.7425011868054444, 0.7398492919951255]
[2025-09-07 08:12:24,860] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-07 11:03:32,186] [SEDG] [INFO] Epoch:18 || Train Acc@1  98.59 ( 98.94), Train Cla Loss 6.6370e+00 (6.2759e+00)
[2025-09-07 11:03:41,847] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [76.60256958007812, 67.42292022705078, 69.4500961303711, 71.46574401855469, 78.29180908203125, 86.27906799316406, 89.65314483642578, 93.462646484375], Val Loss  [1.9811563931978666, 3.109043915442355, 2.6698039047475666, 2.242495157050754, 1.3461745279842545, 0.6742130745635476, 0.7000807283445097, 0.26467484715876394] || Best Acc@1:79.078
[2025-09-07 11:03:41,847] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [91.46341705322266, 85.3532485961914, 86.55257415771484, 84.6357650756836, 86.63664245605469, 88.81019592285156], Test Loss [0.3951026598739991, 0.58122109822471, 0.56262218462829, 0.875299019371437, 0.783988792080063, 0.719089606663881]
[2025-09-07 11:03:42,124] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-07 13:34:44,996] [SEDG] [INFO] Epoch:19 || Train Acc@1  99.69 ( 98.96), Train Cla Loss 6.4656e+00 (5.9389e+00)
[2025-09-07 13:34:59,462] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [70.25640869140625, 62.82722854614258, 65.64833068847656, 65.22116088867188, 72.29283142089844, 81.74418640136719, 81.83421325683594, 88.86494445800781], Val Loss  [3.0897164503733316, 4.755941277676505, 3.8897091295147783, 3.644613860693582, 2.3660188607595023, 1.276375020659247, 1.3274442688427834, 0.48204717571022865] || Best Acc@1:79.078
[2025-09-07 13:34:59,465] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [90.11553192138672, 88.85697937011719, 87.95844268798828, 79.60265350341797, 85.8858871459961, 83.56940460205078], Test Loss [0.496378927332599, 0.39071534473036024, 0.5597013370805672, 1.2320993619730436, 0.9980178497306578, 1.1378957347186236]
[2025-09-07 13:35:00,095] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-07 16:00:13,750] [SEDG] [INFO] Epoch:20 || Train Acc@1  98.59 ( 99.04), Train Cla Loss 6.5052e+00 (5.4977e+00)
[2025-09-07 16:00:26,345] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [73.0769271850586, 63.93252182006836, 67.41343688964844, 68.43018341064453, 74.83477020263672, 84.59302520751953, 86.00822448730469, 92.81609344482422], Val Loss  [2.658992174344185, 4.308450083596683, 3.4263206165984466, 2.9842965487077353, 1.8928673614022935, 0.9253210745578588, 0.9567338335450994, 0.30962901586003] || Best Acc@1:79.078
[2025-09-07 16:00:26,346] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [92.10526275634766, 89.029296875, 88.32518768310547, 83.04635620117188, 86.78678894042969, 85.4107666015625], Test Loss [0.4164934465530136, 0.3547570548784726, 0.45291894244389896, 0.9220338253785443, 0.8161820839117239, 0.9147966628414038]
[2025-09-07 16:00:26,693] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-07 18:30:07,432] [SEDG] [INFO] Epoch:21 || Train Acc@1  98.75 ( 99.17), Train Cla Loss 6.2872e+00 (4.7553e+00)
[2025-09-07 18:30:19,060] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [75.06410217285156, 66.20128631591797, 69.99320983886719, 71.63920593261719, 79.35942840576172, 86.4534912109375, 88.88888549804688, 92.88793182373047], Val Loss  [2.113379883766174, 3.3565931145433354, 2.8271671985981017, 2.2741879912324294, 1.390017337979674, 0.7084195776041164, 0.7182314128542142, 0.2736617799462943] || Best Acc@1:79.078
[2025-09-07 18:30:19,063] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [92.16944885253906, 88.74210357666016, 89.79218292236328, 85.29801177978516, 87.23723602294922, 86.96883392333984], Test Loss [0.3663671330401772, 0.3799727168458416, 0.4039312645355763, 0.7676097597112719, 0.7163751544850366, 0.7990104186298489]
[2025-09-07 18:30:19,341] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-07 21:02:05,568] [SEDG] [INFO] Epoch:22 || Train Acc@1  99.22 ( 99.20), Train Cla Loss 4.5429e+00 (4.4786e+00)
[2025-09-07 21:02:18,382] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [77.94872283935547, 68.76091003417969, 71.35098266601562, 73.20034790039062, 79.00355529785156, 85.98837280273438, 89.88829803466797, 93.03160858154297], Val Loss  [1.7146250266295213, 2.786137869498146, 2.3200668236550555, 1.9299664848386362, 1.1548095017323108, 0.6531618841858797, 0.6426646953184751, 0.24659648839512777] || Best Acc@1:79.897
[2025-09-07 21:02:18,384] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [91.78433990478516, 83.7449722290039, 86.12469482421875, 84.50331115722656, 86.03604125976562, 88.52690887451172], Test Loss [0.3562065463164039, 0.6728622753136737, 0.5858538828988791, 0.7322043802564507, 0.738329333049041, 0.6340724447491548]
[2025-09-07 21:02:18,653] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-07 23:24:59,940] [SEDG] [INFO] Epoch:23 || Train Acc@1  99.38 ( 99.23), Train Cla Loss 3.0905e+00 (4.5261e+00)
[2025-09-07 23:25:12,274] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [75.70513153076172, 66.49214935302734, 70.26476287841797, 70.94535827636719, 78.74935913085938, 85.75581359863281, 88.88888549804688, 93.31896209716797], Val Loss  [2.2150146857286113, 3.5909472242769214, 2.854947103745097, 2.4729597185966976, 1.3997765366171724, 0.7475330767243408, 0.7853518290438912, 0.2642391729596788] || Best Acc@1:79.897
[2025-09-07 23:25:12,275] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [93.06803894042969, 87.9379653930664, 89.42543029785156, 85.56291198730469, 87.53753662109375, 87.11048126220703], Test Loss [0.33478833500156, 0.4690118230738084, 0.46351965045978255, 0.7444671105864822, 0.7371639302363983, 0.778429434421041]
[2025-09-07 23:25:12,540] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-08 01:45:47,819] [SEDG] [INFO] Epoch:24 || Train Acc@1  99.22 ( 99.29), Train Cla Loss 5.6172e+00 (4.2712e+00)
[2025-09-08 01:45:57,898] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [71.9871826171875, 63.99069595336914, 66.5987777709961, 66.26192474365234, 73.71631622314453, 83.0813980102539, 83.77424621582031, 89.36781311035156], Val Loss  [3.0642661919960608, 4.821222034285691, 3.7510303790224135, 3.4019033164432124, 2.311731058659139, 1.2339149355888366, 1.2683407365049355, 0.4600747885803382] || Best Acc@1:79.897
[2025-09-08 01:45:57,898] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [90.56482696533203, 88.85697937011719, 87.95844268798828, 79.8675537109375, 86.48648834228516, 84.98583221435547], Test Loss [0.49512600850443017, 0.44141256534759254, 0.591612476117745, 1.2428387477697915, 1.047462712537061, 1.1323706698485203]
[2025-09-08 01:45:58,212] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-08 04:02:34,138] [SEDG] [INFO] Epoch:25 || Train Acc@1  99.38 ( 99.33), Train Cla Loss 2.5304e+00 (3.8916e+00)
[2025-09-08 04:02:42,364] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [72.82051849365234, 64.33973693847656, 68.70332336425781, 67.99652862548828, 74.52973937988281, 82.96511840820312, 84.06819152832031, 89.9425277709961], Val Loss  [2.950664754402943, 4.612599850255712, 3.6991766010590013, 3.280005234174902, 2.2460332450129745, 1.1303119070308154, 1.2313267476133989, 0.45615790647336807] || Best Acc@1:79.897
[2025-09-08 04:02:42,365] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [91.91271209716797, 87.9379653930664, 87.04156494140625, 78.80794525146484, 86.03604125976562, 85.55240631103516], Test Loss [0.459413437256458, 0.5131555183874609, 0.6399321229741305, 1.32035487124462, 1.055256183261986, 1.0999659946901992]
[2025-09-08 04:02:42,602] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-08 06:20:23,215] [SEDG] [INFO] Epoch:26 || Train Acc@1 100.00 ( 99.37), Train Cla Loss 1.3943e+00 (3.6563e+00)
[2025-09-08 06:20:31,408] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [74.93589782714844, 66.49214935302734, 70.33264923095703, 70.85862731933594, 78.59684753417969, 87.20930480957031, 89.77072143554688, 94.10919189453125], Val Loss  [2.3761132704905976, 3.7618109285311343, 3.1789883819471307, 2.7195458901627676, 1.5782571018317901, 0.747557890848365, 0.775075664070338, 0.2419802044443358] || Best Acc@1:79.897
[2025-09-08 06:20:31,409] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [92.68292999267578, 90.17806243896484, 90.22005462646484, 85.29801177978516, 87.53753662109375, 88.38526916503906], Test Loss [0.37924134406106924, 0.3867163427049986, 0.411038067783878, 0.8002778173282447, 0.7650137531386504, 0.7779474679813337]
[2025-09-08 06:20:31,648] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-08 09:17:12,872] [SEDG] [INFO] Epoch:27 || Train Acc@1  99.22 ( 99.47), Train Cla Loss 4.5545e+00 (3.1209e+00)
[2025-09-08 09:17:21,048] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [73.33333587646484, 64.45608520507812, 68.16021728515625, 66.95577239990234, 74.6822509765625, 84.65116119384766, 84.95002746582031, 90.66091918945312], Val Loss  [2.8356698598617163, 4.498851754486457, 3.6102926476990698, 3.187148791856592, 2.1456677752760505, 1.0060911454433619, 1.1245924783131434, 0.42795005025363514] || Best Acc@1:79.897
[2025-09-08 09:17:21,048] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [91.59178924560547, 89.48880004882812, 88.38631439208984, 81.98675537109375, 86.78678894042969, 84.13597869873047], Test Loss [0.45695921191909805, 0.41777116718334517, 0.5291844272671818, 1.1825779640121965, 1.0012908722679537, 1.0722566363494053]
[2025-09-08 09:17:21,279] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-08 12:13:22,879] [SEDG] [INFO] Epoch:28 || Train Acc@1  99.53 ( 99.44), Train Cla Loss 3.4292e+00 (3.1786e+00)
[2025-09-08 12:13:31,026] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [71.34615325927734, 63.35078811645508, 64.69789123535156, 63.74674987792969, 70.41178894042969, 80.1744155883789, 79.83538818359375, 85.2011489868164], Val Loss  [3.2759912576430885, 5.224794520133453, 4.349199433676337, 3.911296157969254, 2.963699273670392, 1.4984252716219701, 1.62136809788053, 0.7789073139429092] || Best Acc@1:79.897
[2025-09-08 12:13:31,026] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [87.74069213867188, 87.70821380615234, 83.98533630371094, 74.83444213867188, 83.78378295898438, 81.16146850585938], Test Loss [0.7105495498942472, 0.6040200868740224, 0.8506321684436868, 1.795758170323656, 1.3572666298251252, 1.395711789894373]
[2025-09-08 12:13:31,266] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-08 14:57:17,673] [SEDG] [INFO] Epoch:29 || Train Acc@1  98.91 ( 99.47), Train Cla Loss 5.5835e+00 (2.9165e+00)
[2025-09-08 14:57:33,221] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [69.23077392578125, 61.48923873901367, 64.08689880371094, 63.83348083496094, 70.20843505859375, 80.46511840820312, 81.59906005859375, 86.56609344482422], Val Loss  [3.6612297993439893, 5.583690502950104, 4.490378532042625, 3.9073338421757904, 2.85797837605377, 1.4309112970219102, 1.4910257764011503, 0.6905174213622151] || Best Acc@1:79.897
[2025-09-08 14:57:33,224] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [88.0616226196289, 87.76565551757812, 85.39120483398438, 77.08609771728516, 84.45946502685547, 80.73654174804688], Test Loss [0.7112703243024237, 0.5344052948913548, 0.7626844959249287, 1.5537109551840271, 1.2867194063312657, 1.4019149504707489]
[2025-09-08 14:57:33,513] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-08 18:50:17,379] [SEDG] [INFO] Epoch:30 || Train Acc@1  99.38 ( 99.53), Train Cla Loss 4.6228e+00 (2.6237e+00)
[2025-09-08 18:50:33,749] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [74.87179565429688, 66.0849380493164, 70.33264923095703, 69.90459442138672, 77.88510131835938, 85.34883880615234, 87.9482650756836, 93.8936767578125], Val Loss  [2.5913788330860625, 4.192291645063364, 3.3629899397239504, 3.005283152240313, 1.8361485883495077, 0.958593978299651, 0.9210011044507305, 0.2839407187009407] || Best Acc@1:79.897
[2025-09-08 18:50:33,750] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [92.10526275634766, 89.31648254394531, 88.99755859375, 84.6357650756836, 87.61261749267578, 87.67705535888672], Test Loss [0.43130893528518843, 0.4521273906411692, 0.49693094150215605, 0.8840193088480969, 0.8323696463315694, 0.9399155717733562]
[2025-09-08 18:50:34,008] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-08 22:11:48,741] [SEDG] [INFO] Epoch:31 || Train Acc@1  99.84 ( 99.55), Train Cla Loss 1.5347e+00 (2.6185e+00)
[2025-09-08 22:12:04,827] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [73.97435760498047, 65.7940673828125, 69.58587646484375, 69.99132537841797, 76.97000122070312, 84.36046600341797, 86.71369171142578, 91.5948257446289], Val Loss  [2.522461407001202, 4.193753695058018, 3.095816319683176, 2.6711978796556113, 1.9189514076430967, 0.9636841031007989, 0.9725896546169284, 0.3623832387410789] || Best Acc@1:79.897
[2025-09-08 22:12:04,827] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [93.00385284423828, 88.97185516357422, 88.56968688964844, 81.98675537109375, 86.86186218261719, 86.2606201171875], Test Loss [0.42870047236093356, 0.44027531569816136, 0.5187008617523247, 1.0453971764899248, 0.8741351895862155, 0.9309717345845598]
[2025-09-08 22:12:05,220] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-08 23:44:23,422] [SEDG] [INFO] Epoch:32 || Train Acc@1  99.69 ( 99.60), Train Cla Loss 1.7363e+00 (2.3886e+00)
[2025-09-08 23:44:38,511] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [72.8846206665039, 64.57242584228516, 68.83910369873047, 69.03729248046875, 75.85154724121094, 85.34883880615234, 87.1252212524414, 92.81609344482422], Val Loss  [2.9848373492558795, 4.779502836890939, 3.9649424986700077, 3.3792003869803593, 2.122448324611724, 0.9667076632033947, 1.0063943904964172, 0.352672155732396] || Best Acc@1:79.897
[2025-09-08 23:44:38,512] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [92.29782104492188, 89.25904846191406, 88.8141860961914, 83.57615661621094, 87.61261749267578, 87.11048126220703], Test Loss [0.48334820436574377, 0.4843163882467269, 0.5494706750892798, 1.0201741843823566, 0.9386250234401978, 0.9760685691414744]
[2025-09-08 23:44:38,851] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-09 01:16:47,729] [SEDG] [INFO] Epoch:33 || Train Acc@1  99.22 ( 99.59), Train Cla Loss 3.7905e+00 (2.3288e+00)
[2025-09-09 01:17:03,700] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [76.60256958007812, 67.30657958984375, 70.46842956542969, 70.68517303466797, 78.54600524902344, 87.20930480957031, 90.12345123291016, 94.82758331298828], Val Loss  [2.159526601815835, 3.4750291617406255, 2.812853928842536, 2.333603830738292, 1.447890995289083, 0.6638229042984719, 0.7023032335692989, 0.22615251936361022] || Best Acc@1:79.897
[2025-09-09 01:17:03,700] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [93.1322250366211, 86.78919982910156, 88.20293426513672, 85.16556549072266, 87.08708953857422, 88.52690887451172], Test Loss [0.34610546660036884, 0.5294944943880501, 0.49856771654699883, 0.7829230878921534, 0.7647958404130047, 0.7205651789143808]
[2025-09-09 01:17:03,983] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-09 02:36:55,599] [SEDG] [INFO] Epoch:34 || Train Acc@1 100.00 ( 99.63), Train Cla Loss 6.5187e-01 (2.2349e+00)
[2025-09-09 02:37:03,576] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [72.30769348144531, 64.7469482421875, 68.22810363769531, 67.73634338378906, 76.71580505371094, 85.34883880615234, 86.89006042480469, 93.8936767578125], Val Loss  [3.2263773563580633, 5.022551774285157, 4.051561694915986, 3.51327535585092, 2.1573972480213452, 1.0732310048369473, 1.1274660773167955, 0.3143017121106279] || Best Acc@1:79.897
[2025-09-09 02:37:03,579] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [91.84852600097656, 89.5462417602539, 89.7310562133789, 85.56291198730469, 88.06306457519531, 87.25212097167969], Test Loss [0.5082327779358556, 0.4451337897489976, 0.489377858045495, 0.9725937172277084, 0.9247868061065674, 0.9937905976519136]
[2025-09-09 02:37:03,899] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-09 03:55:53,190] [SEDG] [INFO] Epoch:35 || Train Acc@1  99.84 ( 99.65), Train Cla Loss 1.2658e+00 (2.0590e+00)
[2025-09-09 03:56:01,200] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [75.0, 66.49214935302734, 69.38220977783203, 71.20555114746094, 77.88510131835938, 86.97674560546875, 89.12403869628906, 94.10919189453125], Val Loss  [2.63764412800471, 4.36636789847835, 3.5879407495927906, 2.935155457449497, 1.9462197821002112, 0.8598002906109011, 0.8784538619242157, 0.29770906411924924] || Best Acc@1:79.897
[2025-09-09 03:56:01,201] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [93.1322250366211, 88.5123519897461, 89.48655700683594, 85.16556549072266, 88.13813781738281, 88.10198211669922], Test Loss [0.40468316825539524, 0.4906259065933658, 0.5083894861456033, 0.9144470229744911, 0.8576667432759976, 0.8855348962224576]
[2025-09-09 03:56:01,477] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-09 05:15:09,955] [SEDG] [INFO] Epoch:36 || Train Acc@1  99.69 ( 99.65), Train Cla Loss 1.1590e+00 (2.0578e+00)
[2025-09-09 05:15:17,944] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [75.5769271850586, 66.49214935302734, 70.40054321289062, 70.07805633544922, 78.44432830810547, 87.03488159179688, 89.59435272216797, 95.11494445800781], Val Loss  [2.4600366436518155, 3.9032983857577035, 3.1479665276677284, 2.681555950631293, 1.6571176788439652, 0.7612224342864613, 0.7568483673285765, 0.22957429538170496] || Best Acc@1:79.897
[2025-09-09 05:15:17,945] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [92.93966674804688, 88.74210357666016, 88.8141860961914, 87.01986694335938, 87.68769073486328, 86.96883392333984], Test Loss [0.38204044101231366, 0.4416662122945139, 0.47105301373745234, 0.7652763058807677, 0.7375388184153998, 0.7725049345081318]
[2025-09-09 05:15:18,225] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-09 06:34:34,802] [SEDG] [INFO] Epoch:37 || Train Acc@1  99.53 ( 99.66), Train Cla Loss 1.8065e+00 (1.9082e+00)
[2025-09-09 06:34:42,675] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [71.85897827148438, 64.33973693847656, 67.5492172241211, 67.30268859863281, 75.80070495605469, 83.25581359863281, 86.41975402832031, 91.37931060791016], Val Loss  [2.947823841755207, 4.536500503047391, 3.7098164568122196, 3.1561570113753183, 2.1790462308082716, 1.079556941708853, 1.0084262634016359, 0.3885551015552048] || Best Acc@1:79.897
[2025-09-09 06:34:42,675] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [91.52760314941406, 90.52268981933594, 88.8141860961914, 85.69536590576172, 87.16216278076172, 86.54390716552734], Test Loss [0.5257083323326283, 0.3706304957252477, 0.4804893874587186, 1.034567755579159, 0.9207437056320924, 1.0194492252285015]
[2025-09-09 06:34:42,938] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-09 07:53:59,429] [SEDG] [INFO] Epoch:38 || Train Acc@1  99.53 ( 99.69), Train Cla Loss 1.6264e+00 (1.8249e+00)
[2025-09-09 07:54:07,585] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [76.66667175292969, 68.00465393066406, 71.41886901855469, 72.5932388305664, 78.9018783569336, 87.96511840820312, 90.18224334716797, 94.32471466064453], Val Loss  [2.340529641738305, 3.953787792138127, 3.10230292086597, 2.5318068428237943, 1.8074373148029446, 0.7608732615792474, 0.7753443747390936, 0.30881420044956365] || Best Acc@1:80.007
[2025-09-09 07:54:07,586] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [93.06803894042969, 88.68466186523438, 89.1809310913086, 86.35762023925781, 87.83783721923828, 88.52690887451172], Test Loss [0.38831683096209296, 0.5502001246729505, 0.5570630750694019, 1.029460889614181, 0.904798982424421, 0.8628062201669129]
[2025-09-09 07:54:07,843] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-09 09:13:24,071] [SEDG] [INFO] Epoch:39 || Train Acc@1  99.84 ( 99.75), Train Cla Loss 5.9671e-01 (1.5951e+00)
[2025-09-09 09:13:31,962] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [73.3974380493164, 65.0378189086914, 69.58587646484375, 67.99652862548828, 76.41077423095703, 84.24418640136719, 87.2427978515625, 93.10344696044922], Val Loss  [2.6835577475718964, 4.376560175952834, 3.4479179286017745, 2.992569952762782, 1.965647243611026, 0.9448048624881479, 0.9887069363859999, 0.3074339265110849] || Best Acc@1:80.007
[2025-09-09 09:13:31,963] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [93.1964111328125, 90.06318664550781, 89.05868530273438, 83.70861053466797, 87.38739013671875, 85.97733306884766], Test Loss [0.4138749917258959, 0.41447812420212266, 0.4977366308201205, 1.0165643598070209, 0.9291771100134821, 0.9830385094789509]
[2025-09-09 09:13:32,215] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-09 10:32:53,521] [SEDG] [INFO] Epoch:40 || Train Acc@1  99.38 ( 99.73), Train Cla Loss 2.7476e+00 (1.6202e+00)
[2025-09-09 10:33:01,783] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [75.83333587646484, 67.77196502685547, 70.60420989990234, 70.77190399169922, 78.49517059326172, 85.98837280273438, 89.53556823730469, 93.6063232421875], Val Loss  [2.429946137697269, 3.688380135152838, 2.9932042991961256, 2.5043442511338587, 1.5152780201814473, 0.7881757371647413, 0.7668031739407185, 0.27581970826133917] || Best Acc@1:80.007
[2025-09-09 10:33:01,785] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [92.55455780029297, 88.91442108154297, 88.20293426513672, 85.82781219482422, 87.46246337890625, 87.67705535888672], Test Loss [0.3774208691406311, 0.4848167518649137, 0.5116957886586271, 0.8272933231851715, 0.7818664996453013, 0.8364056014474323]
[2025-09-09 10:33:02,107] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-09 11:52:23,260] [SEDG] [INFO] Epoch:41 || Train Acc@1  99.69 ( 99.72), Train Cla Loss 1.0619e+00 (1.7428e+00)
[2025-09-09 11:52:31,353] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [77.11538696289062, 67.88831329345703, 70.46842956542969, 72.0728530883789, 78.85103607177734, 87.09302520751953, 90.18224334716797, 93.82183837890625], Val Loss  [2.271713792742827, 3.8070150947348886, 3.1144738336525557, 2.5427994827343294, 1.5111549246050588, 0.7502689067707505, 0.7219894496578029, 0.2585813582007741] || Best Acc@1:80.007
[2025-09-09 11:52:31,354] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [93.1322250366211, 88.85697937011719, 89.1809310913086, 86.75496673583984, 88.21321868896484, 88.38526916503906], Test Loss [0.3798378779049556, 0.47406724300759745, 0.4876992051064977, 0.7195310361634027, 0.7016475029938571, 0.7529789729015974]
[2025-09-09 11:52:31,622] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-09 13:11:51,192] [SEDG] [INFO] Epoch:42 || Train Acc@1  99.22 ( 99.76), Train Cla Loss 2.4817e+00 (1.4636e+00)
[2025-09-09 13:11:59,263] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [75.12820434570312, 66.43397521972656, 70.6720962524414, 70.59844207763672, 78.13929748535156, 86.10465240478516, 88.35978698730469, 93.24712371826172], Val Loss  [2.480345337207501, 4.009770561887332, 3.2537570752174263, 2.6182526580937666, 1.718219863350281, 0.8401423430720041, 0.8090433467930727, 0.30997280940285016] || Best Acc@1:80.007
[2025-09-09 13:11:59,264] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [93.38896179199219, 90.29293823242188, 89.36430358886719, 85.96026611328125, 87.16216278076172, 86.54390716552734], Test Loss [0.40792369868352873, 0.3944531186841672, 0.470053044446086, 0.852260110867734, 0.8602310222190421, 0.899301256741748]
[2025-09-09 13:11:59,513] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-09 14:30:38,846] [SEDG] [INFO] Epoch:43 || Train Acc@1  99.84 ( 99.77), Train Cla Loss 2.5964e+00 (1.4107e+00)
[2025-09-09 14:30:46,751] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [73.46154022216797, 64.92147064208984, 69.11065673828125, 68.60364532470703, 76.56329345703125, 84.88372039794922, 87.18400573730469, 93.03160858154297], Val Loss  [2.9096262968503512, 4.700478666393198, 3.7033421836252205, 3.1408591986119307, 2.1503339307406377, 1.0281811291048693, 1.0130088855085293, 0.3730760095212823] || Best Acc@1:80.007
[2025-09-09 14:30:46,753] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [92.74711608886719, 90.58012390136719, 89.48655700683594, 83.9735107421875, 87.98799133300781, 87.39376831054688], Test Loss [0.45240391511589634, 0.4219032935134848, 0.5203686168002908, 0.9803014246833246, 0.9393906919089882, 0.9723751580411246]
[2025-09-09 14:30:47,029] [SEDG] [INFO] ==================================== Epoch 44 ====================================
