[2025-06-01 11:56:33,556] [SEDG] [INFO] 
[2025-06-01 11:56:33,582] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-01 11:57:46,374] [SEDG] [INFO] Epoch:0 || Train Acc@1  61.11 ( 59.28), Train Cla Loss 1.6186e+02 (3.5475e+02)
[2025-06-01 11:57:46,631] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [97.0, 92.0, 77.0, 60.0, 56.0], Val Loss  [0.363277405500412, 0.4493495225906372, 0.5418942272663116, 0.6118568480014801, 0.6364418268203735] || Best Acc@1:76.400
[2025-06-01 11:57:46,632] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.6902552843093872, 1.0220114290714264, 1.4887515902519226, 1.6206719279289246, 2.5703712701797485, 2.7866837978363037, 2.695655584335327, 3.1397701501846313, 4.198622941970825, 3.3494114875793457]
[2025-06-01 11:57:46,869] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-01 11:57:54,466] [SEDG] [INFO] Epoch:1 || Train Acc@1  71.67 ( 66.96), Train Cla Loss 1.2898e+02 (1.4797e+02)
[2025-06-01 11:57:54,805] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [98.0, 96.0, 81.0, 73.0, 64.0], Val Loss  [0.32219257950782776, 0.40496791899204254, 0.4921227842569351, 0.5274152457714081, 0.5377147048711777] || Best Acc@1:82.400
[2025-06-01 11:57:54,805] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [64.0, 56.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.5407320857048035, 0.7949941754341125, 1.1916841268539429, 1.3390737175941467, 2.160171926021576, 2.428051710128784, 2.3683136701583862, 2.774810552597046, 3.73152756690979, 2.9756399393081665]
[2025-06-01 11:57:55,093] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-01 11:58:02,655] [SEDG] [INFO] Epoch:2 || Train Acc@1  70.83 ( 69.06), Train Cla Loss 1.1947e+02 (1.3391e+02)
[2025-06-01 11:58:02,864] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [98.0, 98.0, 93.0, 82.0, 72.0], Val Loss  [0.32020625472068787, 0.3863072544336319, 0.43676289916038513, 0.45780210196971893, 0.4701460301876068] || Best Acc@1:88.600
[2025-06-01 11:58:02,864] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [71.0, 63.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.47480735182762146, 0.7038341760635376, 1.0669699907302856, 1.2340845465660095, 1.998206079006195, 2.254633665084839, 2.197366952896118, 2.5802299976348877, 3.509639620780945, 2.812569260597229]
[2025-06-01 11:58:02,944] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-01 11:58:10,435] [SEDG] [INFO] Epoch:3 || Train Acc@1  74.72 ( 70.73), Train Cla Loss 1.0836e+02 (1.2479e+02)
[2025-06-01 11:58:10,672] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [96.0, 97.0, 93.0, 84.0, 74.0], Val Loss  [0.3006836324930191, 0.36170540750026703, 0.4149426221847534, 0.4387360066175461, 0.4539952427148819] || Best Acc@1:88.800
[2025-06-01 11:58:10,672] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [72.0, 64.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.46257899701595306, 0.6845475137233734, 1.024686723947525, 1.1714562475681305, 1.90627920627594, 2.1779205799102783, 2.1239763498306274, 2.4872699975967407, 3.4068814516067505, 2.7375667095184326]
[2025-06-01 11:58:10,769] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-01 11:58:18,116] [SEDG] [INFO] Epoch:4 || Train Acc@1  73.61 ( 71.77), Train Cla Loss 1.1349e+02 (1.1975e+02)
[2025-06-01 11:58:18,216] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [96.0, 98.0, 91.0, 81.0, 71.0], Val Loss  [0.2869747281074524, 0.34590980410575867, 0.4182872176170349, 0.4567590206861496, 0.48186618089675903] || Best Acc@1:88.800
[2025-06-01 11:58:18,216] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [71.0, 63.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.4822791665792465, 0.6838921904563904, 0.9988010823726654, 1.1441821455955505, 1.8592529892921448, 2.1157447695732117, 2.0612802505493164, 2.4292800426483154, 3.3740490674972534, 2.7328684329986572]
[2025-06-01 11:58:18,370] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-01 11:58:26,091] [SEDG] [INFO] Epoch:5 || Train Acc@1  75.00 ( 72.79), Train Cla Loss 1.0595e+02 (1.1593e+02)
[2025-06-01 11:58:26,190] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [92.0, 86.0, 86.0, 87.0, 83.0], Val Loss  [0.3290022164583206, 0.38972780108451843, 0.41690318286418915, 0.4177199751138687, 0.4203769564628601] || Best Acc@1:88.800
[2025-06-01 11:58:26,190] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [81.0, 73.0, 54.0, 57.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.4107844680547714, 0.5407598614692688, 0.7509891390800476, 0.8847193121910095, 1.4855751991271973, 1.741774082183838, 1.7479415535926819, 2.1348122358322144, 3.1039921045303345, 2.543646454811096]
[2025-06-01 11:58:26,293] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-01 11:58:33,620] [SEDG] [INFO] Epoch:6 || Train Acc@1  73.06 ( 73.64), Train Cla Loss 1.1136e+02 (1.1193e+02)
[2025-06-01 11:58:33,715] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [95.0, 98.0, 91.0, 85.0, 75.0], Val Loss  [0.27555301040410995, 0.3189581632614136, 0.3775571286678314, 0.4066358208656311, 0.439044326543808] || Best Acc@1:88.800
[2025-06-01 11:58:33,715] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [73.0, 69.0, 53.0, 57.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.4333590269088745, 0.5853482037782669, 0.8184139728546143, 0.9512912929058075, 1.5383694171905518, 1.7585236430168152, 1.7328797578811646, 2.107621192932129, 3.0869818925857544, 2.527191162109375]
[2025-06-01 11:58:33,794] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-01 11:58:41,143] [SEDG] [INFO] Epoch:7 || Train Acc@1  72.22 ( 74.06), Train Cla Loss 1.1266e+02 (1.0922e+02)
[2025-06-01 11:58:41,417] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [96.0, 97.0, 92.0, 89.0, 78.0], Val Loss  [0.2766041159629822, 0.3150005638599396, 0.3639276474714279, 0.389091894030571, 0.4208311587572098] || Best Acc@1:90.400
[2025-06-01 11:58:41,417] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [80.0, 72.0, 55.0, 57.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.4167492836713791, 0.5410836637020111, 0.7284601032733917, 0.8348132371902466, 1.31892991065979, 1.5100265741348267, 1.492123007774353, 1.840253233909607, 2.7626959085464478, 2.2746843099594116]
[2025-06-01 11:58:41,542] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-01 11:58:49,666] [SEDG] [INFO] Epoch:8 || Train Acc@1  75.83 ( 74.29), Train Cla Loss 1.0585e+02 (1.0842e+02)
[2025-06-01 11:58:49,925] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [94.0, 93.0, 92.0, 91.0, 90.0], Val Loss  [0.2978943884372711, 0.3317562937736511, 0.3520217090845108, 0.36445727944374084, 0.3893507868051529] || Best Acc@1:92.000
[2025-06-01 11:58:49,925] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [89.0, 77.0, 66.0, 59.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.393891379237175, 0.4916645586490631, 0.6461097300052643, 0.7369806468486786, 1.1591898798942566, 1.339280128479004, 1.3262606263160706, 1.6406457424163818, 2.500936269760132, 2.062309682369232]
[2025-06-01 11:58:50,022] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-01 11:58:58,822] [SEDG] [INFO] Epoch:9 || Train Acc@1  77.50 ( 75.08), Train Cla Loss 9.5788e+01 (1.0534e+02)
[2025-06-01 11:58:59,061] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [94.0, 93.0, 92.0, 91.0, 92.0], Val Loss  [0.28105828911066055, 0.3061847537755966, 0.3260373920202255, 0.3425668030977249, 0.3758971095085144] || Best Acc@1:92.400
[2025-06-01 11:58:59,061] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [90.0, 82.0, 71.0, 63.0, 46.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.38721035420894623, 0.46755102276802063, 0.600080594420433, 0.6759274303913116, 1.042776197195053, 1.2043520212173462, 1.1889347434043884, 1.4893742799758911, 2.332574725151062, 1.944404423236847]
[2025-06-01 11:58:59,250] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-01 11:59:07,368] [SEDG] [INFO] Epoch:10 || Train Acc@1  71.94 ( 75.22), Train Cla Loss 1.1498e+02 (1.0415e+02)
[2025-06-01 11:59:07,569] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [92.0, 94.0, 94.0, 93.0, 93.0], Val Loss  [0.28493714332580566, 0.29927991330623627, 0.3208722174167633, 0.34132322669029236, 0.3700753450393677] || Best Acc@1:93.200
[2025-06-01 11:59:07,569] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [95.0, 85.0, 77.0, 65.0, 50.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.3846370726823807, 0.4458106905221939, 0.5470834821462631, 0.607449859380722, 0.9181082844734192, 1.0634217858314514, 1.0492075383663177, 1.3185715079307556, 2.09414803981781, 1.7368653416633606]
[2025-06-01 11:59:07,750] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-01 11:59:15,307] [SEDG] [INFO] Epoch:11 || Train Acc@1  74.17 ( 75.85), Train Cla Loss 1.0138e+02 (1.0250e+02)
[2025-06-01 11:59:15,503] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [95.0, 96.0, 95.0, 96.0, 94.0], Val Loss  [0.2643943428993225, 0.2857423722743988, 0.3271278291940689, 0.35472172498703003, 0.3825349062681198] || Best Acc@1:95.200
[2025-06-01 11:59:15,504] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [96.0, 89.0, 78.0, 72.0, 55.0, 53.0, 61.0, 56.0, 45.0, 56.0], Test Loss [0.39937223494052887, 0.4339880347251892, 0.48953603208065033, 0.509202390909195, 0.7350302934646606, 0.8516370356082916, 0.8341271281242371, 1.0615349113941193, 1.746082842350006, 1.4599717259407043]
[2025-06-01 11:59:15,612] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-01 11:59:23,049] [SEDG] [INFO] Epoch:12 || Train Acc@1  75.83 ( 76.48), Train Cla Loss 1.0649e+02 (9.9273e+01)
[2025-06-01 11:59:23,280] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [95.0, 99.0, 96.0, 96.0, 96.0], Val Loss  [0.23592016100883484, 0.25698886811733246, 0.30096012353897095, 0.32677507400512695, 0.3695528209209442] || Best Acc@1:96.400
[2025-06-01 11:59:23,280] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [93.0, 90.0, 86.0, 78.0, 66.0, 58.0, 65.0, 62.0, 46.0, 56.0], Test Loss [0.4022480547428131, 0.41206711530685425, 0.43448759615421295, 0.40969865024089813, 0.558152437210083, 0.6432506144046783, 0.6310310810804367, 0.7997993230819702, 1.3367786407470703, 1.1211825013160706]
[2025-06-01 11:59:23,387] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-01 11:59:30,632] [SEDG] [INFO] Epoch:13 || Train Acc@1  80.56 ( 76.86), Train Cla Loss 8.7185e+01 (9.7508e+01)
[2025-06-01 11:59:30,727] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [91.0, 89.0, 93.0, 93.0, 89.0], Val Loss  [0.2920490503311157, 0.31754231452941895, 0.3455089032649994, 0.3597397208213806, 0.4141082614660263] || Best Acc@1:96.400
[2025-06-01 11:59:30,728] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [78.0, 80.0, 82.0, 89.0, 77.0, 66.0, 70.0, 71.0, 50.0, 61.0], Test Loss [0.464925155043602, 0.4542725533246994, 0.431622713804245, 0.3498251438140869, 0.4146434813737869, 0.4750560522079468, 0.4915572702884674, 0.6303007900714874, 1.0413216352462769, 0.8848613500595093]
[2025-06-01 11:59:30,841] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-01 11:59:38,033] [SEDG] [INFO] Epoch:14 || Train Acc@1  76.94 ( 77.08), Train Cla Loss 1.0123e+02 (9.7110e+01)
[2025-06-01 11:59:38,122] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [95.0, 93.0, 93.0, 91.0, 88.0], Val Loss  [0.26055416464805603, 0.2873024046421051, 0.3280523270368576, 0.3450346887111664, 0.4222082793712616] || Best Acc@1:96.400
[2025-06-01 11:59:38,122] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [75.0, 75.0, 75.0, 88.0, 91.0, 84.0, 79.0, 75.0, 56.0, 68.0], Test Loss [0.49406667053699493, 0.48874761164188385, 0.4526226073503494, 0.3344621956348419, 0.32437747716903687, 0.35104717314243317, 0.3774320036172867, 0.48331986367702484, 0.7806406021118164, 0.6794051826000214]
[2025-06-01 11:59:38,254] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-01 11:59:45,746] [SEDG] [INFO] Epoch:15 || Train Acc@1  79.44 ( 77.40), Train Cla Loss 9.1732e+01 (9.6272e+01)
[2025-06-01 11:59:45,868] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [95.0, 97.0, 95.0, 93.0, 89.0], Val Loss  [0.2372151017189026, 0.25791557133197784, 0.31237030029296875, 0.3402554392814636, 0.41660434007644653] || Best Acc@1:96.400
[2025-06-01 11:59:45,868] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [77.0, 74.0, 75.0, 91.0, 96.0, 96.0, 89.0, 80.0, 62.0, 74.0], Test Loss [0.4862971752882004, 0.48929713666439056, 0.46128541231155396, 0.34391477704048157, 0.2945144921541214, 0.2991512566804886, 0.3298990875482559, 0.40457506477832794, 0.6326811015605927, 0.5591340959072113]
[2025-06-01 11:59:46,008] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-01 11:59:54,436] [SEDG] [INFO] Epoch:16 || Train Acc@1  77.78 ( 77.74), Train Cla Loss 9.1914e+01 (9.4339e+01)
[2025-06-01 11:59:54,560] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [95.0, 93.0, 93.0, 88.0, 81.0], Val Loss  [0.2560340091586113, 0.2815575450658798, 0.3382153809070587, 0.3577665537595749, 0.44259029626846313] || Best Acc@1:96.400
[2025-06-01 11:59:54,560] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [71.0, 62.0, 67.0, 88.0, 93.0, 97.0, 95.0, 85.0, 70.0, 77.0], Test Loss [0.5347633957862854, 0.5444392263889313, 0.5128923952579498, 0.36773963272571564, 0.2971293479204178, 0.27208109200000763, 0.3010837733745575, 0.3372882008552551, 0.4891151040792465, 0.44510816037654877]
[2025-06-01 11:59:54,693] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-01 12:00:02,326] [SEDG] [INFO] Epoch:17 || Train Acc@1  75.56 ( 77.99), Train Cla Loss 9.9211e+01 (9.3602e+01)
[2025-06-01 12:00:02,430] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [94.0, 88.0, 83.0, 86.0, 73.0], Val Loss  [0.2592652589082718, 0.27896176278591156, 0.33316241204738617, 0.3513442873954773, 0.47846175730228424] || Best Acc@1:96.400
[2025-06-01 12:00:02,430] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [61.0, 56.0, 57.0, 76.0, 83.0, 95.0, 91.0, 88.0, 77.0, 83.0], Test Loss [0.6198034286499023, 0.6372948586940765, 0.5978847146034241, 0.42461322247982025, 0.329996258020401, 0.2778831273317337, 0.30142079293727875, 0.30216117203235626, 0.3881745785474777, 0.36327776312828064]
[2025-06-01 12:00:02,573] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-01 12:00:10,030] [SEDG] [INFO] Epoch:18 || Train Acc@1  79.72 ( 78.29), Train Cla Loss 8.8329e+01 (9.2408e+01)
[2025-06-01 12:00:10,131] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [91.0, 88.0, 81.0, 85.0, 71.0], Val Loss  [0.30159851908683777, 0.33292144536972046, 0.3988409638404846, 0.40094317495822906, 0.5238634049892426] || Best Acc@1:96.400
[2025-06-01 12:00:10,131] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [58.0, 58.0, 63.0, 82.0, 84.0, 91.0, 91.0, 91.0, 90.0, 86.0], Test Loss [0.626268595457077, 0.6173292398452759, 0.5677924752235413, 0.3926747739315033, 0.32202714681625366, 0.27713876962661743, 0.30503155291080475, 0.29432395100593567, 0.34789738059043884, 0.3387502580881119]
[2025-06-01 12:00:10,231] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-01 12:00:17,583] [SEDG] [INFO] Epoch:19 || Train Acc@1  80.56 ( 78.69), Train Cla Loss 8.5301e+01 (9.1130e+01)
[2025-06-01 12:00:17,673] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [90.0, 88.0, 81.0, 85.0, 71.0], Val Loss  [0.2872670292854309, 0.3092860132455826, 0.37595847249031067, 0.38598930835723877, 0.5261383950710297] || Best Acc@1:96.400
[2025-06-01 12:00:17,673] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [54.0, 55.0, 58.0, 71.0, 79.0, 84.0, 76.0, 87.0, 90.0, 88.0], Test Loss [0.6497236788272858, 0.647346705198288, 0.6155325472354889, 0.46256767213344574, 0.38578517735004425, 0.34136226773262024, 0.3688824474811554, 0.3318692743778229, 0.30459317564964294, 0.3010118454694748]
[2025-06-01 12:00:17,769] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-01 12:00:25,080] [SEDG] [INFO] Epoch:20 || Train Acc@1  76.39 ( 78.95), Train Cla Loss 9.8253e+01 (9.0282e+01)
[2025-06-01 12:00:25,176] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [94.0, 91.0, 84.0, 83.0, 71.0], Val Loss  [0.2604028731584549, 0.2939697206020355, 0.374782532453537, 0.38708657026290894, 0.5244393646717072] || Best Acc@1:96.400
[2025-06-01 12:00:25,176] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [56.0, 56.0, 59.0, 66.0, 77.0, 76.0, 70.0, 77.0, 89.0, 87.0], Test Loss [0.6365328431129456, 0.6361466646194458, 0.6216449439525604, 0.5047260075807571, 0.44513000547885895, 0.41762563586235046, 0.4645422548055649, 0.4166509360074997, 0.3114567697048187, 0.30961810052394867]
[2025-06-01 12:00:25,276] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-01 12:00:32,930] [SEDG] [INFO] Epoch:21 || Train Acc@1  80.28 ( 79.32), Train Cla Loss 8.6067e+01 (8.8796e+01)
[2025-06-01 12:00:33,063] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [94.0, 97.0, 87.0, 88.0, 79.0], Val Loss  [0.2190898284316063, 0.23958608508110046, 0.3162958323955536, 0.3350888192653656, 0.4516763240098953] || Best Acc@1:96.400
[2025-06-01 12:00:33,063] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [64.0, 62.0, 69.0, 82.0, 81.0, 82.0, 71.0, 79.0, 91.0, 87.0], Test Loss [0.5615573227405548, 0.5550684332847595, 0.5249509811401367, 0.38662363588809967, 0.37225909531116486, 0.3705085963010788, 0.4279349595308304, 0.39374634623527527, 0.2909439355134964, 0.29761694371700287]
[2025-06-01 12:00:33,176] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-01 12:00:40,949] [SEDG] [INFO] Epoch:22 || Train Acc@1  74.72 ( 79.46), Train Cla Loss 1.0489e+02 (8.8159e+01)
[2025-06-01 12:00:41,136] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [94.0, 88.0, 83.0, 83.0, 71.0], Val Loss  [0.2914658933877945, 0.3057921901345253, 0.3722396045923233, 0.37565863132476807, 0.5265176296234131] || Best Acc@1:96.400
[2025-06-01 12:00:41,137] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [55.0, 56.0, 58.0, 63.0, 71.0, 71.0, 65.0, 65.0, 80.0, 83.0], Test Loss [0.6624833941459656, 0.6645149290561676, 0.6643704771995544, 0.5778864026069641, 0.5586241632699966, 0.581620067358017, 0.6963783204555511, 0.6588709056377411, 0.42862018942832947, 0.4288887679576874]
[2025-06-01 12:00:41,273] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-01 12:00:51,009] [SEDG] [INFO] Epoch:23 || Train Acc@1  76.11 ( 79.88), Train Cla Loss 9.2886e+01 (8.6483e+01)
[2025-06-01 12:00:51,221] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [94.0, 88.0, 84.0, 82.0, 71.0], Val Loss  [0.27371394634246826, 0.29176974296569824, 0.3700232356786728, 0.3755333870649338, 0.5298698544502258] || Best Acc@1:96.400
[2025-06-01 12:00:51,222] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [56.0, 56.0, 57.0, 61.0, 66.0, 65.0, 64.0, 58.0, 75.0, 77.0], Test Loss [0.6739925444126129, 0.6848836541175842, 0.6858034133911133, 0.6417855769395828, 0.6261918842792511, 0.6650217473506927, 0.7903345823287964, 0.7828114330768585, 0.5432444661855698, 0.5331557095050812]
[2025-06-01 12:00:51,498] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-01 12:01:01,331] [SEDG] [INFO] Epoch:24 || Train Acc@1  81.67 ( 80.50), Train Cla Loss 7.6701e+01 (8.4449e+01)
[2025-06-01 12:01:01,556] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [95.0, 88.0, 79.0, 81.0, 66.0], Val Loss  [0.2516261041164398, 0.2853047028183937, 0.3859417289495468, 0.389695405960083, 0.566593736410141] || Best Acc@1:96.400
[2025-06-01 12:01:01,556] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [53.0, 55.0, 56.0, 57.0, 60.0, 59.0, 58.0, 53.0, 65.0, 62.0], Test Loss [0.716925710439682, 0.727629542350769, 0.734542578458786, 0.7503643035888672, 0.7084760367870331, 0.7578258812427521, 0.8564002513885498, 0.8835448026657104, 0.6657213568687439, 0.6525482535362244]
[2025-06-01 12:01:01,691] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-01 12:01:09,667] [SEDG] [INFO] Epoch:25 || Train Acc@1  81.67 ( 80.90), Train Cla Loss 7.7006e+01 (8.3278e+01)
[2025-06-01 12:01:09,774] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [94.0, 91.0, 80.0, 81.0, 66.0], Val Loss  [0.27576909959316254, 0.3045262545347214, 0.3842087388038635, 0.3825512081384659, 0.5357882231473923] || Best Acc@1:96.400
[2025-06-01 12:01:09,774] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [55.0, 56.0, 57.0, 54.0, 60.0, 58.0, 54.0, 51.0, 60.0, 59.0], Test Loss [0.6654474437236786, 0.6870363652706146, 0.7058364450931549, 0.7335594594478607, 0.6984971761703491, 0.7512890696525574, 0.8437459766864777, 0.8593527972698212, 0.6745553910732269, 0.6850884854793549]
[2025-06-01 12:01:09,873] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-01 12:01:17,439] [SEDG] [INFO] Epoch:26 || Train Acc@1  81.94 ( 81.76), Train Cla Loss 7.8982e+01 (8.0530e+01)
[2025-06-01 12:01:17,543] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [91.0, 88.0, 77.0, 77.0, 63.0], Val Loss  [0.3133072555065155, 0.3406307101249695, 0.4180963784456253, 0.41888414323329926, 0.6016466617584229] || Best Acc@1:96.400
[2025-06-01 12:01:17,543] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [49.0, 50.0, 53.0, 47.0, 56.0, 49.0, 43.0, 46.0, 55.0, 44.0], Test Loss [0.7434246838092804, 0.7780373096466064, 0.8132368922233582, 0.9012732803821564, 0.8336243331432343, 0.8985008001327515, 1.0162530541419983, 0.9913811981678009, 0.7921721637248993, 0.8382464945316315]
[2025-06-01 12:01:17,630] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-01 12:01:25,152] [SEDG] [INFO] Epoch:27 || Train Acc@1  78.61 ( 81.95), Train Cla Loss 8.9940e+01 (7.9641e+01)
[2025-06-01 12:01:25,247] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [88.0, 88.0, 77.0, 77.0, 64.0], Val Loss  [0.30019286274909973, 0.3254695534706116, 0.3947792947292328, 0.3967949002981186, 0.5962124466896057] || Best Acc@1:96.400
[2025-06-01 12:01:25,247] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [49.0, 52.0, 52.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.7701961696147919, 0.8298620283603668, 0.884204626083374, 0.9942330121994019, 0.910658061504364, 0.9414563775062561, 1.0457324087619781, 0.9984532594680786, 0.7689967453479767, 0.82245734333992]
[2025-06-01 12:01:25,319] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-01 12:01:32,627] [SEDG] [INFO] Epoch:28 || Train Acc@1  86.39 ( 82.70), Train Cla Loss 7.6217e+01 (7.7607e+01)
[2025-06-01 12:01:32,721] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [95.0, 92.0, 81.0, 80.0, 66.0], Val Loss  [0.24639564752578735, 0.26358896493911743, 0.34659770131111145, 0.35568273067474365, 0.5425260663032532] || Best Acc@1:96.400
[2025-06-01 12:01:32,721] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [51.0, 53.0, 52.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.7449293434619904, 0.8322245478630066, 0.9029803276062012, 1.023056149482727, 0.9463596642017365, 0.9718681275844574, 1.0863990485668182, 1.0374101400375366, 0.796964019536972, 0.8562440872192383]
[2025-06-01 12:01:32,814] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-01 12:01:40,328] [SEDG] [INFO] Epoch:29 || Train Acc@1  88.06 ( 83.35), Train Cla Loss 6.5510e+01 (7.5235e+01)
[2025-06-01 12:01:40,430] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [93.0, 88.0, 77.0, 78.0, 64.0], Val Loss  [0.24183712154626846, 0.28093115240335464, 0.365908682346344, 0.377410352230072, 0.590715765953064] || Best Acc@1:96.400
[2025-06-01 12:01:40,430] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [49.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.8188647627830505, 0.9187082648277283, 1.0125471949577332, 1.1490265130996704, 1.0349839329719543, 1.0547484457492828, 1.1630343198776245, 1.083979308605194, 0.8345533013343811, 0.9592284858226776]
[2025-06-01 12:01:40,549] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-01 12:01:48,128] [SEDG] [INFO] Epoch:30 || Train Acc@1  85.00 ( 84.08), Train Cla Loss 7.5400e+01 (7.3097e+01)
[2025-06-01 12:01:48,218] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [94.0, 88.0, 77.0, 78.0, 64.0], Val Loss  [0.2658871114253998, 0.30432718992233276, 0.3801897317171097, 0.38166697323322296, 0.5613704919815063] || Best Acc@1:96.400
[2025-06-01 12:01:48,219] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [49.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.7481319606304169, 0.8505614697933197, 0.9533343017101288, 1.1181254982948303, 1.0246702432632446, 1.063868671655655, 1.1777423918247223, 1.0819216966629028, 0.8449124693870544, 1.0116983354091644]
[2025-06-01 12:01:48,329] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-01 12:01:56,172] [SEDG] [INFO] Epoch:31 || Train Acc@1  85.83 ( 84.45), Train Cla Loss 6.8608e+01 (7.1661e+01)
[2025-06-01 12:01:56,367] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [92.0, 88.0, 76.0, 74.0, 61.0], Val Loss  [0.26687003672122955, 0.3060957342386246, 0.3970962464809418, 0.4093688875436783, 0.6449590623378754] || Best Acc@1:96.400
[2025-06-01 12:01:56,368] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [48.0, 50.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.8814848065376282, 0.9908131957054138, 1.09868985414505, 1.293179452419281, 1.1879189610481262, 1.2602729797363281, 1.397743821144104, 1.3155953288078308, 1.0153107047080994, 1.2092037200927734]
[2025-06-01 12:01:56,524] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-01 12:02:07,272] [SEDG] [INFO] Epoch:32 || Train Acc@1  88.06 ( 85.03), Train Cla Loss 6.1393e+01 (6.9843e+01)
[2025-06-01 12:02:07,438] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [93.0, 89.0, 77.0, 75.0, 62.0], Val Loss  [0.2291146144270897, 0.27753615379333496, 0.38895396888256073, 0.4042491018772125, 0.6369493305683136] || Best Acc@1:96.400
[2025-06-01 12:02:07,438] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [48.0, 51.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.8810016810894012, 0.9848248660564423, 1.0955455899238586, 1.311833143234253, 1.2179904580116272, 1.316429316997528, 1.475883960723877, 1.4307621717453003, 1.1281679272651672, 1.371014952659607]
[2025-06-01 12:02:07,529] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-01 12:02:15,276] [SEDG] [INFO] Epoch:33 || Train Acc@1  84.17 ( 85.74), Train Cla Loss 7.2207e+01 (6.7547e+01)
[2025-06-01 12:02:15,377] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [89.0, 87.0, 76.0, 72.0, 56.0], Val Loss  [0.2868072837591171, 0.3327600508928299, 0.45510850846767426, 0.46466220915317535, 0.7604766190052032] || Best Acc@1:96.400
[2025-06-01 12:02:15,377] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.0533024072647095, 1.1816917061805725, 1.268106758594513, 1.4640167951583862, 1.3187499046325684, 1.4248276352882385, 1.599950909614563, 1.5297767519950867, 1.2240872979164124, 1.5322113037109375]
[2025-06-01 12:02:15,463] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-01 12:02:23,325] [SEDG] [INFO] Epoch:34 || Train Acc@1  85.00 ( 86.11), Train Cla Loss 7.2134e+01 (6.6276e+01)
[2025-06-01 12:02:23,431] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [90.0, 87.0, 76.0, 71.0, 55.0], Val Loss  [0.2543897032737732, 0.327042818069458, 0.520873561501503, 0.5363152921199799, 0.9413982033729553] || Best Acc@1:96.400
[2025-06-01 12:02:23,431] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.3179696798324585, 1.4976279735565186, 1.593134343624115, 1.8600705862045288, 1.550512969493866, 1.62701416015625, 1.8115431070327759, 1.7367219924926758, 1.401856005191803, 1.750852644443512]
[2025-06-01 12:02:23,523] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-01 12:02:31,111] [SEDG] [INFO] Epoch:35 || Train Acc@1  85.00 ( 86.65), Train Cla Loss 6.4778e+01 (6.4860e+01)
[2025-06-01 12:02:31,205] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [95.0, 88.0, 77.0, 76.0, 62.0], Val Loss  [0.21162018179893494, 0.2553948312997818, 0.4217011332511902, 0.4388108104467392, 0.7797465920448303] || Best Acc@1:96.400
[2025-06-01 12:02:31,205] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [48.0, 50.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.1542688310146332, 1.3676764965057373, 1.5009214282035828, 1.8154855370521545, 1.532929003238678, 1.6227478981018066, 1.8266449570655823, 1.7871463298797607, 1.4518181681632996, 1.8464930653572083]
[2025-06-01 12:02:31,319] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-01 12:02:38,866] [SEDG] [INFO] Epoch:36 || Train Acc@1  86.39 ( 87.06), Train Cla Loss 7.2983e+01 (6.3380e+01)
[2025-06-01 12:02:38,982] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [93.0, 88.0, 76.0, 72.0, 55.0], Val Loss  [0.2376907393336296, 0.2889999449253082, 0.4841950088739395, 0.5067989081144333, 0.9055607914924622] || Best Acc@1:96.400
[2025-06-01 12:02:38,982] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.3060083985328674, 1.5079774260520935, 1.6162739992141724, 1.89904123544693, 1.5608004331588745, 1.681477963924408, 1.9396716356277466, 1.9404082298278809, 1.601893424987793, 2.0392552614212036]
[2025-06-01 12:02:39,171] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-01 12:02:46,717] [SEDG] [INFO] Epoch:37 || Train Acc@1  83.61 ( 87.59), Train Cla Loss 6.9076e+01 (6.1443e+01)
[2025-06-01 12:02:46,811] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [88.0, 85.0, 75.0, 70.0, 50.0], Val Loss  [0.27532874047756195, 0.3799942582845688, 0.6838688552379608, 0.743254154920578, 1.352876603603363] || Best Acc@1:96.400
[2025-06-01 12:02:46,811] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.9612714648246765, 2.1059205532073975, 2.2223814725875854, 2.5115227699279785, 1.9707112312316895, 2.056397557258606, 2.317911386489868, 2.279800057411194, 1.8745778799057007, 2.3332821130752563]
[2025-06-01 12:02:46,890] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-01 12:02:54,468] [SEDG] [INFO] Epoch:38 || Train Acc@1  86.11 ( 87.82), Train Cla Loss 6.3928e+01 (6.0471e+01)
[2025-06-01 12:02:54,575] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [92.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.2521408200263977, 0.3470221161842346, 0.6282224506139755, 0.6924020349979401, 1.280063509941101] || Best Acc@1:96.400
[2025-06-01 12:02:54,575] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.8833953142166138, 2.033548355102539, 2.167945921421051, 2.4628010988235474, 1.9797181487083435, 2.1346166133880615, 2.433317184448242, 2.376503348350525, 1.9589565992355347, 2.4610674381256104]
[2025-06-01 12:02:54,656] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-01 12:03:02,308] [SEDG] [INFO] Epoch:39 || Train Acc@1  90.56 ( 88.09), Train Cla Loss 5.5510e+01 (5.9803e+01)
[2025-06-01 12:03:02,407] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [93.0, 87.0, 76.0, 71.0, 51.0], Val Loss  [0.25390706211328506, 0.2914818674325943, 0.5071772783994675, 0.5619494915008545, 1.068753719329834] || Best Acc@1:96.400
[2025-06-01 12:03:02,408] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.6420473456382751, 1.8704233169555664, 2.042779266834259, 2.33498477935791, 1.8883467316627502, 2.021128833293915, 2.29448139667511, 2.21177339553833, 1.807099997997284, 2.2850308418273926]
[2025-06-01 12:03:02,504] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-01 12:03:09,800] [SEDG] [INFO] Epoch:40 || Train Acc@1  88.33 ( 88.57), Train Cla Loss 5.7335e+01 (5.8096e+01)
[2025-06-01 12:03:09,925] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [90.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.2471434324979782, 0.3331175148487091, 0.594445675611496, 0.6818193048238754, 1.2926090955734253] || Best Acc@1:96.400
[2025-06-01 12:03:09,926] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.9523534178733826, 2.1408095359802246, 2.29615318775177, 2.6259353160858154, 2.093163847923279, 2.2376574873924255, 2.4981290102005005, 2.372868776321411, 1.9539116621017456, 2.4791364669799805]
[2025-06-01 12:03:10,035] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-01 12:03:17,469] [SEDG] [INFO] Epoch:41 || Train Acc@1  87.22 ( 88.73), Train Cla Loss 6.2619e+01 (5.7509e+01)
[2025-06-01 12:03:17,563] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [88.0, 86.0, 75.0, 69.0, 50.0], Val Loss  [0.23794104158878326, 0.33398715406656265, 0.6045565605163574, 0.7013961374759674, 1.347232162952423] || Best Acc@1:96.400
[2025-06-01 12:03:17,563] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.0447734594345093, 2.241818070411682, 2.4081499576568604, 2.7876161336898804, 2.2043806314468384, 2.346619725227356, 2.5987327098846436, 2.4316900968551636, 1.9967920184135437, 2.5508517026901245]
[2025-06-01 12:03:17,679] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-01 12:03:25,753] [SEDG] [INFO] Epoch:42 || Train Acc@1  90.56 ( 88.82), Train Cla Loss 5.2488e+01 (5.6878e+01)
[2025-06-01 12:03:25,843] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [93.0, 89.0, 76.0, 72.0, 52.0], Val Loss  [0.20857802778482437, 0.2700051814317703, 0.5032571703195572, 0.5721630156040192, 1.123686045408249] || Best Acc@1:96.400
[2025-06-01 12:03:25,844] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.7632715106010437, 2.0218640565872192, 2.2423847913742065, 2.616344690322876, 2.100380599498749, 2.2705793976783752, 2.5513836145401, 2.4015462398529053, 1.9839455485343933, 2.561793804168701]
[2025-06-01 12:03:25,975] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-01 12:03:33,386] [SEDG] [INFO] Epoch:43 || Train Acc@1  84.44 ( 89.27), Train Cla Loss 7.2004e+01 (5.5309e+01)
[2025-06-01 12:03:33,488] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [88.0, 85.0, 75.0, 70.0, 50.0], Val Loss  [0.2821769267320633, 0.363792285323143, 0.5635497272014618, 0.6269688904285431, 1.1591657102108002] || Best Acc@1:96.400
[2025-06-01 12:03:33,488] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.747845470905304, 1.943290114402771, 2.1382988691329956, 2.4938509464263916, 2.0166909098625183, 2.227258086204529, 2.5200995206832886, 2.370793581008911, 1.9723355174064636, 2.5571659803390503]
[2025-06-01 12:03:33,591] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-01 12:03:41,364] [SEDG] [INFO] Epoch:44 || Train Acc@1  88.61 ( 89.41), Train Cla Loss 5.5990e+01 (5.4699e+01)
[2025-06-01 12:03:41,471] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [88.0, 87.0, 76.0, 71.0, 51.0], Val Loss  [0.2469700425863266, 0.3259902223944664, 0.5851657688617706, 0.6633365750312805, 1.2812541127204895] || Best Acc@1:96.400
[2025-06-01 12:03:41,471] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.9661890864372253, 2.2156598567962646, 2.4307280778884888, 2.8367844820022583, 2.208445727825165, 2.364323377609253, 2.642252206802368, 2.469394087791443, 2.043097734451294, 2.649082899093628]
[2025-06-01 12:03:41,566] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-01 12:03:49,351] [SEDG] [INFO] Epoch:45 || Train Acc@1  90.56 ( 89.60), Train Cla Loss 5.0539e+01 (5.4416e+01)
[2025-06-01 12:03:49,457] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [95.0, 91.0, 76.0, 72.0, 54.0], Val Loss  [0.18048403412103653, 0.24060770869255066, 0.5000199377536774, 0.5808941423892975, 1.1473428606987] || Best Acc@1:96.400
[2025-06-01 12:03:49,457] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.8060012459754944, 2.036881387233734, 2.276442050933838, 2.7041410207748413, 2.1491116285324097, 2.3254635334014893, 2.6105265617370605, 2.469841480255127, 2.061186194419861, 2.7101669311523438]
[2025-06-01 12:03:49,573] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-01 12:03:57,538] [SEDG] [INFO] Epoch:46 || Train Acc@1  88.33 ( 89.89), Train Cla Loss 5.9602e+01 (5.3295e+01)
[2025-06-01 12:03:57,647] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [93.0, 88.0, 76.0, 72.0, 51.0], Val Loss  [0.23034504055976868, 0.32054512202739716, 0.6211060434579849, 0.7173298597335815, 1.3346197605133057] || Best Acc@1:96.400
[2025-06-01 12:03:57,648] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.00260853767395, 2.197889745235443, 2.3754305243492126, 2.812859296798706, 2.209325075149536, 2.3797452449798584, 2.676414728164673, 2.5397526025772095, 2.130393326282501, 2.8049384355545044]
[2025-06-01 12:03:57,751] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-01 12:04:05,506] [SEDG] [INFO] Epoch:47 || Train Acc@1  91.94 ( 90.07), Train Cla Loss 4.3184e+01 (5.2224e+01)
[2025-06-01 12:04:05,712] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [88.0, 85.0, 75.0, 69.0, 48.0], Val Loss  [0.27125488221645355, 0.3696761727333069, 0.6659881472587585, 0.7755120992660522, 1.4337182641029358] || Best Acc@1:96.400
[2025-06-01 12:04:05,712] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.0394742488861084, 2.240115523338318, 2.3852590322494507, 2.8547898530960083, 2.231667637825012, 2.461237072944641, 2.778024435043335, 2.626814126968384, 2.2155402302742004, 2.9145365953445435]
[2025-06-01 12:04:05,799] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-01 12:04:13,519] [SEDG] [INFO] Epoch:48 || Train Acc@1  88.89 ( 90.46), Train Cla Loss 5.2020e+01 (5.1204e+01)
[2025-06-01 12:04:13,614] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [89.0, 86.0, 76.0, 70.0, 50.0], Val Loss  [0.278968408703804, 0.37493978440761566, 0.6711423695087433, 0.7653933465480804, 1.4090792536735535] || Best Acc@1:96.400
[2025-06-01 12:04:13,615] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.0500773787498474, 2.249798059463501, 2.3784215450286865, 2.8057440519332886, 2.1728614568710327, 2.3839359283447266, 2.6788841485977173, 2.517736554145813, 2.1280181407928467, 2.810611367225647]
[2025-06-01 12:04:13,716] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-01 12:04:23,705] [SEDG] [INFO] Epoch:49 || Train Acc@1  91.39 ( 90.40), Train Cla Loss 4.5895e+01 (5.1380e+01)
[2025-06-01 12:04:23,816] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [90.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.2709536999464035, 0.3560032248497009, 0.6674078106880188, 0.767407089471817, 1.4110410809516907] || Best Acc@1:96.400
[2025-06-01 12:04:23,816] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.0548020005226135, 2.2485289573669434, 2.378637909889221, 2.8196345567703247, 2.1461840867996216, 2.349007785320282, 2.6525439023971558, 2.5112582445144653, 2.1312392354011536, 2.8165955543518066]
[2025-06-01 12:04:23,932] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-01 12:04:24,194] [SEDG] [INFO] Val  Acc@1: [95.0, 99.0, 96.0, 96.0, 96.0], Val Loss  [0.23592015355825424, 0.25698885321617126, 0.30096010863780975, 0.32677505910396576, 0.3695528358221054]
[2025-06-01 12:04:24,194] [SEDG] [INFO] Test  Acc@1: [93.0, 90.0, 86.0, 78.0, 66.0, 58.0, 65.0, 62.0, 46.0, 56.0], Test Loss [0.4022480696439743, 0.41206716001033783, 0.43448764085769653, 0.4096986949443817, 0.558152437210083, 0.6432506144046783, 0.6310311257839203, 0.7997992932796478, 1.336778700351715, 1.1211824417114258]
[2025-06-01 12:04:24,194] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-01 12:04:24,199] [SEDG] [INFO] Val  Mean&Var: [(95.0, 0.70710754), (99.0, 0.70710754), (96.0, 0.0), (96.0, 0.0), (96.0, 1.4142113)]
[2025-06-01 12:04:24,199] [SEDG] [INFO] Test  Mean&Var: [(93.0, 0.70710754), (90.0, 4.2426434), (86.0, 4.2426414), (78.0, 4.2426395), (66.0, 5.6568527), (58.0, 5.6568546), (65.0, 4.949747), (62.0, 0.0), (46.0, 2.8284273), (56.0, 2.8284264)]
