[2025-06-01 17:29:35,004] [SEDG] [INFO] 
[2025-06-01 17:29:35,004] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-01 17:29:43,754] [SEDG] [INFO] Epoch:0 || Train Acc@1  63.89 ( 58.46), Train Cla Loss 1.7535e+02 (3.7854e+02)
[2025-06-01 17:29:44,037] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [98.0, 92.0, 70.0, 57.0, 54.0], Val Loss  [0.350471168756485, 0.4380044788122177, 0.574925035238266, 0.6924384236335754, 0.7260394096374512] || Best Acc@1:74.200
[2025-06-01 17:29:44,038] [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 [0.8032047152519226, 1.148209035396576, 1.5711714625358582, 1.6603378653526306, 2.5947577953338623, 2.799784302711487, 2.702455997467041, 3.13224995136261, 4.134754657745361, 3.2753721475601196]
[2025-06-01 17:29:44,072] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-01 17:29:51,837] [SEDG] [INFO] Epoch:1 || Train Acc@1  66.94 ( 66.78), Train Cla Loss 1.5799e+02 (1.4975e+02)
[2025-06-01 17:29:52,153] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [98.0, 95.0, 81.0, 65.0, 61.0], Val Loss  [0.3435420095920563, 0.4259224086999893, 0.5144115388393402, 0.5798682868480682, 0.5999209582805634] || Best Acc@1:80.000
[2025-06-01 17:29:52,153] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [58.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.6288307011127472, 0.8754872977733612, 1.2062621414661407, 1.319720208644867, 2.141240119934082, 2.399791717529297, 2.3700220584869385, 2.788696050643921, 3.7089089155197144, 2.9319496154785156]
[2025-06-01 17:29:52,190] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-01 17:29:59,570] [SEDG] [INFO] Epoch:2 || Train Acc@1  65.83 ( 69.00), Train Cla Loss 1.4257e+02 (1.3393e+02)
[2025-06-01 17:29:59,865] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [98.0, 95.0, 88.0, 73.0, 63.0], Val Loss  [0.34065353870391846, 0.41203905642032623, 0.48028114438056946, 0.5392403602600098, 0.5664715766906738] || Best Acc@1:83.400
[2025-06-01 17:29:59,865] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [62.0, 52.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.5901207327842712, 0.7984997630119324, 1.0892571210861206, 1.1930554509162903, 1.9530620574951172, 2.241640567779541, 2.239900827407837, 2.6554839611053467, 3.5669444799423218, 2.8267699480056763]
[2025-06-01 17:29:59,906] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-01 17:30:08,064] [SEDG] [INFO] Epoch:3 || Train Acc@1  70.00 ( 70.57), Train Cla Loss 1.2624e+02 (1.2653e+02)
[2025-06-01 17:30:08,312] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [100.0, 95.0, 82.0, 69.0, 62.0], Val Loss  [0.28742557764053345, 0.35096117854118347, 0.46260541677474976, 0.566098541021347, 0.6301110088825226] || Best Acc@1:83.400
[2025-06-01 17:30:08,312] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [62.0, 52.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.641026109457016, 0.8333913385868073, 1.0992541015148163, 1.1736889481544495, 1.8871532082557678, 2.1510501503944397, 2.14340603351593, 2.5405771732330322, 3.438343644142151, 2.735196828842163]
[2025-06-01 17:30:08,352] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-01 17:30:17,089] [SEDG] [INFO] Epoch:4 || Train Acc@1  74.72 ( 71.46), Train Cla Loss 1.1050e+02 (1.2121e+02)
[2025-06-01 17:30:17,404] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [95.0, 96.0, 90.0, 78.0, 68.0], Val Loss  [0.3069542795419693, 0.3626262992620468, 0.42703886330127716, 0.4974045306444168, 0.546000063419342] || Best Acc@1:85.400
[2025-06-01 17:30:17,404] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [64.0, 58.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.5344280898571014, 0.6609834730625153, 0.8679814338684082, 0.9598622024059296, 1.6049306392669678, 1.8930293321609497, 1.9411211013793945, 2.3434290885925293, 3.2257027626037598, 2.567334294319153]
[2025-06-01 17:30:17,442] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-01 17:30:26,471] [SEDG] [INFO] Epoch:5 || Train Acc@1  68.89 ( 72.61), Train Cla Loss 1.3030e+02 (1.1540e+02)
[2025-06-01 17:30:26,834] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [95.0, 97.0, 91.0, 82.0, 69.0], Val Loss  [0.2877379506826401, 0.3398798853158951, 0.4049537777900696, 0.4781942218542099, 0.5297777056694031] || Best Acc@1:86.800
[2025-06-01 17:30:26,834] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [68.0, 63.0, 51.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.5128478407859802, 0.620444655418396, 0.8120145499706268, 0.8916041851043701, 1.471254587173462, 1.7305136322975159, 1.7912559509277344, 2.1939892172813416, 3.110032081604004, 2.4795265197753906]
[2025-06-01 17:30:26,886] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-01 17:30:35,654] [SEDG] [INFO] Epoch:6 || Train Acc@1  71.11 ( 73.04), Train Cla Loss 1.1645e+02 (1.1359e+02)
[2025-06-01 17:30:35,892] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [95.0, 95.0, 91.0, 79.0, 70.0], Val Loss  [0.28217506408691406, 0.3261348307132721, 0.3873145133256912, 0.4682884216308594, 0.5250638276338577] || Best Acc@1:86.800
[2025-06-01 17:30:35,892] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [68.0, 63.0, 51.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.5138552784919739, 0.6276604533195496, 0.8239099085330963, 0.8886517882347107, 1.4216317534446716, 1.6446797251701355, 1.6809777617454529, 2.0503768920898438, 2.9594556093215942, 2.357264518737793]
[2025-06-01 17:30:35,909] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-01 17:30:44,995] [SEDG] [INFO] Epoch:7 || Train Acc@1  73.61 ( 74.02), Train Cla Loss 1.0825e+02 (1.1040e+02)
[2025-06-01 17:30:45,249] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [93.0, 93.0, 91.0, 82.0, 70.0], Val Loss  [0.29124976694583893, 0.3311736732721329, 0.385251522064209, 0.4544536769390106, 0.5039403289556503] || Best Acc@1:86.800
[2025-06-01 17:30:45,249] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [71.0, 66.0, 52.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.49168661236763, 0.5969073176383972, 0.7804219722747803, 0.8343413770198822, 1.3146706819534302, 1.5194531083106995, 1.539271891117096, 1.8668405413627625, 2.7066452503204346, 2.146585702896118]
[2025-06-01 17:30:45,283] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-01 17:30:56,195] [SEDG] [INFO] Epoch:8 || Train Acc@1  80.28 ( 74.55), Train Cla Loss 8.9790e+01 (1.0769e+02)
[2025-06-01 17:30:56,675] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [99.0, 98.0, 92.0, 84.0, 68.0], Val Loss  [0.27384723722934723, 0.3083294779062271, 0.3801692873239517, 0.4520033746957779, 0.50606270134449] || Best Acc@1:88.200
[2025-06-01 17:30:56,675] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [72.0, 66.0, 52.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.4929637014865875, 0.607627809047699, 0.8009920120239258, 0.8533803820610046, 1.3191382884979248, 1.5047677755355835, 1.4873818755149841, 1.7578915357589722, 2.5207183361053467, 1.9780935049057007]
[2025-06-01 17:30:56,709] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-01 17:31:07,542] [SEDG] [INFO] Epoch:9 || Train Acc@1  76.39 ( 75.03), Train Cla Loss 1.0299e+02 (1.0573e+02)
[2025-06-01 17:31:07,943] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [95.0, 96.0, 93.0, 83.0, 76.0], Val Loss  [0.2763639837503433, 0.3043088763952255, 0.35505881905555725, 0.411088764667511, 0.45428717136383057] || Best Acc@1:88.600
[2025-06-01 17:31:07,943] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [76.0, 71.0, 56.0, 57.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.44135500490665436, 0.5373710542917252, 0.7044164836406708, 0.7630294561386108, 1.1883981227874756, 1.3759307265281677, 1.3818333148956299, 1.6469049453735352, 2.3712974786758423, 1.842210292816162]
[2025-06-01 17:31:07,982] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-01 17:31:18,306] [SEDG] [INFO] Epoch:10 || Train Acc@1  76.39 ( 75.31), Train Cla Loss 1.0357e+02 (1.0418e+02)
[2025-06-01 17:31:18,634] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [97.0, 97.0, 93.0, 85.0, 77.0], Val Loss  [0.26529067754745483, 0.28761231899261475, 0.33789096772670746, 0.38473352789878845, 0.4251960813999176] || Best Acc@1:89.800
[2025-06-01 17:31:18,635] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [79.0, 72.0, 57.0, 58.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.41167375445365906, 0.50820092856884, 0.6698268353939056, 0.7292974293231964, 1.1297715306282043, 1.3326045274734497, 1.360132098197937, 1.6300703287124634, 2.3404159545898438, 1.7893797159194946]
[2025-06-01 17:31:18,670] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-01 17:31:29,140] [SEDG] [INFO] Epoch:11 || Train Acc@1  76.39 ( 75.79), Train Cla Loss 1.0556e+02 (1.0206e+02)
[2025-06-01 17:31:29,623] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [95.0, 94.0, 92.0, 89.0, 88.0], Val Loss  [0.28213687241077423, 0.3104109913110733, 0.3416629731655121, 0.36828093230724335, 0.393823966383934] || Best Acc@1:91.600
[2025-06-01 17:31:29,623] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [87.0, 79.0, 69.0, 61.0, 50.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.37638290226459503, 0.4377840608358383, 0.5490299463272095, 0.6108000576496124, 0.9776155352592468, 1.1834816336631775, 1.2183356881141663, 1.47524756193161, 2.1439067125320435, 1.6287862062454224]
[2025-06-01 17:31:29,653] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-01 17:31:43,136] [SEDG] [INFO] Epoch:12 || Train Acc@1  77.78 ( 76.33), Train Cla Loss 9.9971e+01 (9.9884e+01)
[2025-06-01 17:31:43,667] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [95.0, 97.0, 93.0, 88.0, 87.0], Val Loss  [0.24979013949632645, 0.2739730030298233, 0.30890490114688873, 0.3431894779205322, 0.37600815296173096] || Best Acc@1:92.000
[2025-06-01 17:31:43,667] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [86.0, 78.0, 69.0, 65.0, 52.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.36199699342250824, 0.423037126660347, 0.5266664177179337, 0.5767069458961487, 0.9010341763496399, 1.092372864484787, 1.1255936026573181, 1.3518619537353516, 1.9469965696334839, 1.4455955028533936]
[2025-06-01 17:31:43,694] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-01 17:31:54,508] [SEDG] [INFO] Epoch:13 || Train Acc@1  76.11 ( 76.83), Train Cla Loss 1.0039e+02 (9.8293e+01)
[2025-06-01 17:31:54,961] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [92.0, 91.0, 92.0, 92.0, 91.0], Val Loss  [0.2860175222158432, 0.3004774749279022, 0.3119514137506485, 0.3306310474872589, 0.3579009920358658] || Best Acc@1:92.000
[2025-06-01 17:31:54,995] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [92.0, 86.0, 75.0, 71.0, 54.0, 53.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.34779176115989685, 0.3884896785020828, 0.4675274193286896, 0.5042748749256134, 0.8031663298606873, 1.003333866596222, 1.0705238580703735, 1.2902097702026367, 1.8433801531791687, 1.3503013253211975]
[2025-06-01 17:31:55,042] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-01 17:32:07,606] [SEDG] [INFO] Epoch:14 || Train Acc@1  76.11 ( 76.93), Train Cla Loss 1.0052e+02 (9.7357e+01)
[2025-06-01 17:32:08,026] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [94.0, 91.0, 92.0, 94.0, 94.0], Val Loss  [0.26927870512008667, 0.2823943495750427, 0.29686373472213745, 0.31197069585323334, 0.3456602096557617] || Best Acc@1:93.000
[2025-06-01 17:32:08,026] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [97.0, 94.0, 87.0, 78.0, 66.0, 58.0, 59.0, 55.0, 45.0, 56.0], Test Loss [0.34917718172073364, 0.363498792052269, 0.3990781605243683, 0.3893088847398758, 0.5895475149154663, 0.7795211672782898, 0.8960972428321838, 1.1131527423858643, 1.5950643420219421, 1.168960154056549]
[2025-06-01 17:32:08,055] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-01 17:32:17,957] [SEDG] [INFO] Epoch:15 || Train Acc@1  79.44 ( 77.15), Train Cla Loss 8.3543e+01 (9.6758e+01)
[2025-06-01 17:32:18,353] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [94.0, 96.0, 94.0, 94.0, 93.0], Val Loss  [0.2731655538082123, 0.27570241689682007, 0.2804294675588608, 0.28891849517822266, 0.3264508992433548] || Best Acc@1:94.200
[2025-06-01 17:32:18,354] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [94.0, 95.0, 91.0, 88.0, 79.0, 62.0, 66.0, 62.0, 46.0, 58.0], Test Loss [0.34464500844478607, 0.3432725518941879, 0.349207803606987, 0.3003934621810913, 0.4129636436700821, 0.5518348813056946, 0.6741527616977692, 0.8583226501941681, 1.2981828451156616, 0.9564846456050873]
[2025-06-01 17:32:18,390] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-01 17:32:34,132] [SEDG] [INFO] Epoch:16 || Train Acc@1  74.44 ( 77.45), Train Cla Loss 1.0391e+02 (9.4838e+01)
[2025-06-01 17:32:34,742] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [94.0, 91.0, 94.0, 94.0, 92.0], Val Loss  [0.2751130163669586, 0.28122879564762115, 0.2832767367362976, 0.28326041996479034, 0.33686499297618866] || Best Acc@1:94.200
[2025-06-01 17:32:34,742] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [83.0, 82.0, 83.0, 96.0, 89.0, 82.0, 74.0, 72.0, 53.0, 65.0], Test Loss [0.3899770528078079, 0.39320532977581024, 0.38646501302719116, 0.28056682646274567, 0.3070715367794037, 0.3622293025255203, 0.4535762071609497, 0.6044306457042694, 0.9794089496135712, 0.7578997015953064]
[2025-06-01 17:32:34,773] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-01 17:32:58,148] [SEDG] [INFO] Epoch:17 || Train Acc@1  76.94 ( 77.88), Train Cla Loss 9.2757e+01 (9.3768e+01)
[2025-06-01 17:32:58,755] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [95.0, 94.0, 94.0, 92.0, 88.0], Val Loss  [0.2562109902501106, 0.26926159858703613, 0.2928498387336731, 0.29806192219257355, 0.3743300139904022] || Best Acc@1:94.200
[2025-06-01 17:32:58,759] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [78.0, 76.0, 77.0, 92.0, 94.0, 94.0, 85.0, 77.0, 61.0, 76.0], Test Loss [0.4619606286287308, 0.47148938477039337, 0.45059385895729065, 0.3047819584608078, 0.27082279324531555, 0.270059272646904, 0.32707884907722473, 0.41896773874759674, 0.6675472855567932, 0.5425731241703033]
[2025-06-01 17:32:58,786] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-01 17:33:13,968] [SEDG] [INFO] Epoch:18 || Train Acc@1  74.72 ( 78.27), Train Cla Loss 1.0751e+02 (9.2287e+01)
[2025-06-01 17:33:14,222] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [95.0, 97.0, 94.0, 91.0, 86.0], Val Loss  [0.24000617861747742, 0.24638552218675613, 0.274122416973114, 0.2815127521753311, 0.3693731874227524] || Best Acc@1:94.200
[2025-06-01 17:33:14,223] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [75.0, 74.0, 73.0, 90.0, 94.0, 97.0, 95.0, 88.0, 75.0, 82.0], Test Loss [0.4710640013217926, 0.48618948459625244, 0.474169984459877, 0.327909916639328, 0.2760658264160156, 0.23480358719825745, 0.26412560790777206, 0.29050295054912567, 0.39866167306900024, 0.35873135924339294]
[2025-06-01 17:33:14,252] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-01 17:33:25,162] [SEDG] [INFO] Epoch:19 || Train Acc@1  78.89 ( 78.73), Train Cla Loss 9.1394e+01 (9.1016e+01)
[2025-06-01 17:33:25,471] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [93.0, 88.0, 87.0, 87.0, 78.0], Val Loss  [0.27671225368976593, 0.29229675233364105, 0.32839667797088623, 0.3247760981321335, 0.45033790171146393] || Best Acc@1:94.200
[2025-06-01 17:33:25,472] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [70.0, 59.0, 64.0, 69.0, 79.0, 87.0, 83.0, 89.0, 91.0, 87.0], Test Loss [0.5738103985786438, 0.6239266991615295, 0.6232764422893524, 0.48088838160037994, 0.3885563015937805, 0.3121242970228195, 0.3360678106546402, 0.31569328904151917, 0.30532306432724, 0.29588671028614044]
[2025-06-01 17:33:25,499] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-01 17:33:37,309] [SEDG] [INFO] Epoch:20 || Train Acc@1  77.50 ( 78.77), Train Cla Loss 9.1541e+01 (9.0511e+01)
[2025-06-01 17:33:37,662] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [95.0, 93.0, 86.0, 88.0, 80.0], Val Loss  [0.2500836253166199, 0.27115245163440704, 0.31603747606277466, 0.31121306121349335, 0.42444075644016266] || Best Acc@1:94.200
[2025-06-01 17:33:37,662] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [70.0, 61.0, 63.0, 64.0, 72.0, 74.0, 69.0, 75.0, 89.0, 88.0], Test Loss [0.5442688167095184, 0.6117771863937378, 0.6439748704433441, 0.5492470413446426, 0.49277515709400177, 0.44180336594581604, 0.4919862747192383, 0.44786590337753296, 0.31683024764060974, 0.3041026145219803]
[2025-06-01 17:33:37,702] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-01 17:33:49,388] [SEDG] [INFO] Epoch:21 || Train Acc@1  77.50 ( 79.18), Train Cla Loss 9.7340e+01 (8.9452e+01)
[2025-06-01 17:33:49,695] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [89.0, 88.0, 80.0, 83.0, 74.0], Val Loss  [0.28805334866046906, 0.31768888235092163, 0.37652920186519623, 0.35815201699733734, 0.5061026811599731] || Best Acc@1:94.200
[2025-06-01 17:33:49,695] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [64.0, 57.0, 60.0, 53.0, 60.0, 61.0, 63.0, 63.0, 80.0, 82.0], Test Loss [0.6348512768745422, 0.7085305154323578, 0.7711634039878845, 0.750970184803009, 0.6870822310447693, 0.6566999554634094, 0.7355616390705109, 0.6698049604892731, 0.41565386950969696, 0.3807787597179413]
[2025-06-01 17:33:49,734] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-01 17:34:07,830] [SEDG] [INFO] Epoch:22 || Train Acc@1  83.06 ( 79.50), Train Cla Loss 8.3520e+01 (8.8110e+01)
[2025-06-01 17:34:08,334] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [88.0, 88.0, 78.0, 82.0, 70.0], Val Loss  [0.3182956278324127, 0.33996979892253876, 0.3961496651172638, 0.3804066926240921, 0.5306946188211441] || Best Acc@1:94.200
[2025-06-01 17:34:08,334] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [60.0, 56.0, 58.0, 47.0, 55.0, 53.0, 52.0, 52.0, 69.0, 76.0], Test Loss [0.6509338021278381, 0.7252629399299622, 0.8226332068443298, 0.9013617634773254, 0.8496639132499695, 0.8532277941703796, 0.9526166319847107, 0.880859375, 0.5714561343193054, 0.5110136270523071]
[2025-06-01 17:34:08,362] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-01 17:34:23,099] [SEDG] [INFO] Epoch:23 || Train Acc@1  78.06 ( 79.70), Train Cla Loss 8.9092e+01 (8.7261e+01)
[2025-06-01 17:34:23,439] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [94.0, 89.0, 81.0, 84.0, 73.0], Val Loss  [0.277098149061203, 0.29973264038562775, 0.353702113032341, 0.34130309522151947, 0.45030342042446136] || Best Acc@1:94.200
[2025-06-01 17:34:23,439] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [64.0, 59.0, 61.0, 51.0, 59.0, 54.0, 50.0, 51.0, 63.0, 68.0], Test Loss [0.5461079478263855, 0.5987294614315033, 0.6680374145507812, 0.753212571144104, 0.7591385245323181, 0.791458785533905, 0.8992336094379425, 0.8638993799686432, 0.6251480281352997, 0.5786661505699158]
[2025-06-01 17:34:23,466] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-01 17:34:33,219] [SEDG] [INFO] Epoch:24 || Train Acc@1  85.28 ( 80.17), Train Cla Loss 7.6447e+01 (8.5105e+01)
[2025-06-01 17:34:33,594] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [91.0, 88.0, 78.0, 79.0, 65.0], Val Loss  [0.31995508074760437, 0.34392599761486053, 0.4079963117837906, 0.39708730578422546, 0.5591454952955246] || Best Acc@1:94.200
[2025-06-01 17:34:33,595] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [55.0, 53.0, 54.0, 47.0, 55.0, 49.0, 42.0, 45.0, 56.0, 51.0], Test Loss [0.6965292990207672, 0.7498547434806824, 0.8368848264217377, 1.0065372586250305, 0.9628418385982513, 1.0164699852466583, 1.1005059480667114, 1.013329803943634, 0.7799695730209351, 0.7613788545131683]
[2025-06-01 17:34:33,627] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-01 17:34:45,860] [SEDG] [INFO] Epoch:25 || Train Acc@1  81.39 ( 80.51), Train Cla Loss 8.3294e+01 (8.4060e+01)
[2025-06-01 17:34:46,211] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [88.0, 87.0, 77.0, 77.0, 65.0], Val Loss  [0.29825571179389954, 0.333243191242218, 0.40520988404750824, 0.39573103189468384, 0.5690832585096359] || Best Acc@1:94.200
[2025-06-01 17:34:46,211] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [53.0, 53.0, 51.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.7324401140213013, 0.8039887249469757, 0.8895208835601807, 1.0714176297187805, 0.9951449930667877, 1.051781177520752, 1.1512700915336609, 1.0391932725906372, 0.8164606392383575, 0.8475091457366943]
[2025-06-01 17:34:46,246] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-01 17:34:56,206] [SEDG] [INFO] Epoch:26 || Train Acc@1  79.44 ( 81.08), Train Cla Loss 8.4000e+01 (8.2545e+01)
[2025-06-01 17:34:56,558] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [94.0, 88.0, 79.0, 82.0, 67.0], Val Loss  [0.2697080224752426, 0.29510514438152313, 0.36107973754405975, 0.3610016256570816, 0.5203729867935181] || Best Acc@1:94.200
[2025-06-01 17:34:56,558] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [59.0, 56.0, 55.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6782802939414978, 0.7388441264629364, 0.8115873038768768, 0.9493567049503326, 0.9003653228282928, 0.9832484722137451, 1.1148409247398376, 1.0355141162872314, 0.8135787546634674, 0.8511390686035156]
[2025-06-01 17:34:56,616] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-01 17:35:08,689] [SEDG] [INFO] Epoch:27 || Train Acc@1  82.78 ( 81.68), Train Cla Loss 7.7940e+01 (8.0763e+01)
[2025-06-01 17:35:08,941] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [88.0, 87.0, 76.0, 77.0, 63.0], Val Loss  [0.3506733626127243, 0.37657906115055084, 0.42585964500904083, 0.41782474517822266, 0.5948805809020996] || Best Acc@1:94.200
[2025-06-01 17:35:08,941] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [52.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.751528263092041, 0.8073250353336334, 0.8751780092716217, 0.9900288879871368, 0.8898163437843323, 0.9346870183944702, 1.0599429607391357, 0.9819667041301727, 0.771957278251648, 0.8147472143173218]
[2025-06-01 17:35:08,969] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-01 17:35:22,761] [SEDG] [INFO] Epoch:28 || Train Acc@1  85.00 ( 82.37), Train Cla Loss 7.1727e+01 (7.8452e+01)
[2025-06-01 17:35:23,168] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [88.0, 88.0, 77.0, 78.0, 65.0], Val Loss  [0.27595580369234085, 0.3001073896884918, 0.36215925216674805, 0.3637867420911789, 0.5402877330780029] || Best Acc@1:94.200
[2025-06-01 17:35:23,168] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [53.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.7219270765781403, 0.7983381748199463, 0.8806314766407013, 0.9799471199512482, 0.8740226328372955, 0.9230979681015015, 1.0517975986003876, 0.9721706509590149, 0.7481029629707336, 0.801181435585022]
[2025-06-01 17:35:23,203] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-01 17:35:34,961] [SEDG] [INFO] Epoch:29 || Train Acc@1  85.28 ( 82.97), Train Cla Loss 7.1183e+01 (7.6966e+01)
[2025-06-01 17:35:35,224] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [95.0, 92.0, 81.0, 80.0, 66.0], Val Loss  [0.22283855825662613, 0.24510864168405533, 0.31666842103004456, 0.3287110924720764, 0.47651493549346924] || Best Acc@1:94.200
[2025-06-01 17:35:35,224] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [56.0, 54.0, 53.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6334418952465057, 0.7030061185359955, 0.7816845774650574, 0.8703095614910126, 0.817461371421814, 0.8837174475193024, 1.0338182747364044, 0.9808728992938995, 0.758086085319519, 0.8400398194789886]
[2025-06-01 17:35:35,256] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-01 17:35:46,943] [SEDG] [INFO] Epoch:30 || Train Acc@1  86.11 ( 83.46), Train Cla Loss 6.9505e+01 (7.4769e+01)
[2025-06-01 17:35:47,403] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [94.0, 88.0, 77.0, 77.0, 62.0], Val Loss  [0.24492641538381577, 0.2888430505990982, 0.38501663506031036, 0.39821240305900574, 0.6053230464458466] || Best Acc@1:94.200
[2025-06-01 17:35:47,403] [SEDG] [INFO] Epoch:30 || 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 [0.8062758445739746, 0.8745236098766327, 0.9563442766666412, 1.0554438829421997, 0.9511316418647766, 1.0387057662010193, 1.192598044872284, 1.1191967129707336, 0.853871077299118, 0.948998212814331]
[2025-06-01 17:35:47,435] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-01 17:35:59,233] [SEDG] [INFO] Epoch:31 || Train Acc@1  85.00 ( 84.13), Train Cla Loss 7.1585e+01 (7.2813e+01)
[2025-06-01 17:35:59,491] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [93.0, 89.0, 77.0, 76.0, 62.0], Val Loss  [0.23900173604488373, 0.27056434750556946, 0.3558693826198578, 0.3720630258321762, 0.5674946010112762] || Best Acc@1:94.200
[2025-06-01 17:35:59,492] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [48.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.7723511755466461, 0.8480136692523956, 0.940126359462738, 1.0570417046546936, 0.9389671087265015, 1.0228416621685028, 1.1661123037338257, 1.0955347418785095, 0.8396639227867126, 0.9609111547470093]
[2025-06-01 17:35:59,525] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-01 17:36:10,574] [SEDG] [INFO] Epoch:32 || Train Acc@1  83.89 ( 84.82), Train Cla Loss 7.2667e+01 (7.0641e+01)
[2025-06-01 17:36:10,986] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [94.0, 89.0, 77.0, 74.0, 57.0], Val Loss  [0.202244833111763, 0.25913360714912415, 0.4261127710342407, 0.45089538395404816, 0.7664735913276672] || Best Acc@1:94.200
[2025-06-01 17:36:10,986] [SEDG] [INFO] Epoch:32 || 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 [1.046479344367981, 1.1480244398117065, 1.1974748969078064, 1.3168874382972717, 1.0805357694625854, 1.1563464403152466, 1.2956508994102478, 1.2011855244636536, 0.9246892631053925, 1.0560369789600372]
[2025-06-01 17:36:11,028] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-01 17:36:23,155] [SEDG] [INFO] Epoch:33 || Train Acc@1  85.28 ( 85.38), Train Cla Loss 7.8095e+01 (6.8886e+01)
[2025-06-01 17:36:23,591] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [93.0, 87.0, 76.0, 71.0, 53.0], Val Loss  [0.27218855917453766, 0.32339803874492645, 0.4565488398075104, 0.46980100870132446, 0.7604593932628632] || Best Acc@1:94.200
[2025-06-01 17:36:23,591] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [47.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.0114389955997467, 1.0945422649383545, 1.1498410105705261, 1.2929350137710571, 1.0717788338661194, 1.1292920112609863, 1.2698389887809753, 1.1834587454795837, 0.9361908733844757, 1.1354809999465942]
[2025-06-01 17:36:23,630] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-01 17:36:34,102] [SEDG] [INFO] Epoch:34 || Train Acc@1  88.89 ( 85.77), Train Cla Loss 6.0674e+01 (6.7777e+01)
[2025-06-01 17:36:34,546] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [93.0, 87.0, 76.0, 70.0, 53.0], Val Loss  [0.24805963039398193, 0.30028682947158813, 0.4701310098171234, 0.4940260201692581, 0.8296283185482025] || Best Acc@1:94.200
[2025-06-01 17:36:34,546] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [47.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.1101338267326355, 1.213663101196289, 1.2694989442825317, 1.4380875825881958, 1.1717025637626648, 1.2398374676704407, 1.403618335723877, 1.313909649848938, 1.0443032383918762, 1.264143943786621]
[2025-06-01 17:36:34,581] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-01 17:36:46,581] [SEDG] [INFO] Epoch:35 || Train Acc@1  85.83 ( 86.42), Train Cla Loss 6.5414e+01 (6.5181e+01)
[2025-06-01 17:36:46,904] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [90.0, 86.0, 76.0, 70.0, 51.0], Val Loss  [0.24938590079545975, 0.30277252197265625, 0.4793172925710678, 0.5084903538227081, 0.8562285602092743] || Best Acc@1:94.200
[2025-06-01 17:36:46,904] [SEDG] [INFO] Epoch:35 || 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 [1.1389986872673035, 1.2455346584320068, 1.3340217471122742, 1.5524718761444092, 1.2527571320533752, 1.34248286485672, 1.5262691378593445, 1.434376299381256, 1.1525422930717468, 1.4038923978805542]
[2025-06-01 17:36:46,938] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-01 17:36:56,532] [SEDG] [INFO] Epoch:36 || Train Acc@1  90.56 ( 86.76), Train Cla Loss 5.5907e+01 (6.4338e+01)
[2025-06-01 17:36:56,947] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [93.0, 90.0, 76.0, 72.0, 55.0], Val Loss  [0.1878206506371498, 0.23421461880207062, 0.41005124151706696, 0.4346211403608322, 0.7394188046455383] || Best Acc@1:94.200
[2025-06-01 17:36:56,948] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [47.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.0032096207141876, 1.1137633621692657, 1.2107961177825928, 1.422477900981903, 1.204818844795227, 1.3675124645233154, 1.5870029926300049, 1.5064977407455444, 1.2185986042022705, 1.4829970598220825]
[2025-06-01 17:36:56,978] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-01 17:37:20,165] [SEDG] [INFO] Epoch:37 || Train Acc@1  89.72 ( 87.05), Train Cla Loss 5.4705e+01 (6.3531e+01)
[2025-06-01 17:37:20,694] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [88.0, 85.0, 75.0, 70.0, 50.0], Val Loss  [0.2452680766582489, 0.33444155752658844, 0.5903307944536209, 0.6318264603614807, 1.0938979983329773] || Best Acc@1:94.200
[2025-06-01 17:37:20,694] [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 [1.4946429133415222, 1.574226438999176, 1.6459369659423828, 1.8239337801933289, 1.4553093910217285, 1.5919074416160583, 1.8376559019088745, 1.7250704169273376, 1.415958821773529, 1.7562200427055359]
[2025-06-01 17:37:20,729] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-01 17:37:38,007] [SEDG] [INFO] Epoch:38 || Train Acc@1  89.72 ( 87.58), Train Cla Loss 5.6912e+01 (6.1390e+01)
[2025-06-01 17:37:38,341] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [92.0, 86.0, 76.0, 70.0, 50.0], Val Loss  [0.2152475118637085, 0.3026726171374321, 0.5436933636665344, 0.5788722634315491, 1.011364907026291] || Best Acc@1:94.200
[2025-06-01 17:37:38,341] [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 [1.3749171495437622, 1.456016182899475, 1.5677466988563538, 1.7531417608261108, 1.4304000735282898, 1.5910063982009888, 1.8452433943748474, 1.7546948790550232, 1.4507616758346558, 1.8165975213050842]
[2025-06-01 17:37:38,375] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-01 17:37:49,070] [SEDG] [INFO] Epoch:39 || Train Acc@1  86.11 ( 87.78), Train Cla Loss 6.0675e+01 (6.0608e+01)
[2025-06-01 17:37:49,413] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [91.0, 87.0, 76.0, 70.0, 50.0], Val Loss  [0.21076325327157974, 0.29516568034887314, 0.5443596094846725, 0.5930058509111404, 1.072390615940094] || Best Acc@1:94.200
[2025-06-01 17:37:49,413] [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 [1.497300148010254, 1.578557312488556, 1.6866878867149353, 1.8612570762634277, 1.5019057989120483, 1.6493747234344482, 1.8848959803581238, 1.7816585302352905, 1.4711725115776062, 1.85845947265625]
[2025-06-01 17:37:49,446] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-01 17:37:58,149] [SEDG] [INFO] Epoch:40 || Train Acc@1  91.67 ( 88.26), Train Cla Loss 5.1805e+01 (5.9000e+01)
[2025-06-01 17:37:58,411] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [93.0, 89.0, 76.0, 70.0, 50.0], Val Loss  [0.21939481794834137, 0.2887781411409378, 0.5321572422981262, 0.5824641287326813, 1.0695174038410187] || Best Acc@1:94.200
[2025-06-01 17:37:58,411] [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 [1.5420350432395935, 1.6477245688438416, 1.7841593623161316, 1.9665662050247192, 1.5979695916175842, 1.780385971069336, 2.0433642864227295, 1.9551918506622314, 1.6226285099983215, 2.053739011287689]
[2025-06-01 17:37:58,448] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-01 17:38:21,013] [SEDG] [INFO] Epoch:41 || Train Acc@1  88.33 ( 88.46), Train Cla Loss 5.4775e+01 (5.8383e+01)
[2025-06-01 17:38:21,264] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [88.0, 85.0, 75.0, 70.0, 50.0], Val Loss  [0.24463661015033722, 0.3253724128007889, 0.534773051738739, 0.5885195136070251, 1.0587239861488342] || Best Acc@1:94.200
[2025-06-01 17:38:21,264] [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 [1.5016231536865234, 1.6075670719146729, 1.7456565499305725, 1.9724174737930298, 1.6425561308860779, 1.8308539390563965, 2.081992030143738, 1.9829850792884827, 1.6613512635231018, 2.1447278261184692]
[2025-06-01 17:38:21,298] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-01 17:38:34,696] [SEDG] [INFO] Epoch:42 || Train Acc@1  86.11 ( 88.74), Train Cla Loss 6.2717e+01 (5.7366e+01)
[2025-06-01 17:38:35,212] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [88.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.2591976821422577, 0.346526101231575, 0.6115483343601227, 0.6809196770191193, 1.2304513454437256] || Best Acc@1:94.200
[2025-06-01 17:38:35,212] [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 [1.7465713620185852, 1.8197401762008667, 1.9169947504997253, 2.1220805048942566, 1.6960489153862, 1.870328962802887, 2.122444987297058, 2.015403628349304, 1.6949440240859985, 2.201218843460083]
[2025-06-01 17:38:35,233] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-01 17:38:57,879] [SEDG] [INFO] Epoch:43 || Train Acc@1  88.33 ( 88.97), Train Cla Loss 5.9071e+01 (5.6458e+01)
[2025-06-01 17:38:58,240] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [88.0, 86.0, 76.0, 70.0, 50.0], Val Loss  [0.2643156498670578, 0.34085574746131897, 0.6101528406143188, 0.676738053560257, 1.2317233085632324] || Best Acc@1:94.200
[2025-06-01 17:38:58,240] [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 [1.7816043496131897, 1.8501876592636108, 1.966694176197052, 2.181739091873169, 1.749217927455902, 1.9647443890571594, 2.250245213508606, 2.150974154472351, 1.800581455230713, 2.3125040531158447]
[2025-06-01 17:38:58,274] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-01 17:39:23,050] [SEDG] [INFO] Epoch:44 || Train Acc@1  92.78 ( 89.38), Train Cla Loss 4.4601e+01 (5.4813e+01)
[2025-06-01 17:39:23,309] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [94.0, 88.0, 76.0, 72.0, 52.0], Val Loss  [0.1790657564997673, 0.257967971265316, 0.5484969466924667, 0.623626321554184, 1.1768476963043213] || Best Acc@1:94.200
[2025-06-01 17:39:23,310] [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 [1.7436976432800293, 1.8357805013656616, 1.9833742380142212, 2.2304720878601074, 1.7949728965759277, 2.0119730830192566, 2.2908836603164673, 2.1715465784072876, 1.8052745461463928, 2.318091869354248]
[2025-06-01 17:39:23,350] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-01 17:39:33,372] [SEDG] [INFO] Epoch:45 || Train Acc@1  94.17 ( 89.31), Train Cla Loss 4.0713e+01 (5.4535e+01)
[2025-06-01 17:39:33,728] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [93.0, 88.0, 76.0, 71.0, 52.0], Val Loss  [0.21374563872814178, 0.29304472357034683, 0.5740809440612793, 0.6530321836471558, 1.1928516030311584] || Best Acc@1:94.200
[2025-06-01 17:39:33,728] [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 [1.7409653663635254, 1.8166486620903015, 1.9503653645515442, 2.2035423517227173, 1.7436270713806152, 1.9345561265945435, 2.2026461958885193, 2.1031230092048645, 1.7580053806304932, 2.2999778985977173]
[2025-06-01 17:39:33,755] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-01 17:39:44,698] [SEDG] [INFO] Epoch:46 || Train Acc@1  92.22 ( 89.78), Train Cla Loss 4.5254e+01 (5.3306e+01)
[2025-06-01 17:39:44,956] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [88.0, 82.0, 75.0, 69.0, 50.0], Val Loss  [0.3083673566579819, 0.404893234372139, 0.6679342091083527, 0.7483435273170471, 1.3335000872612] || Best Acc@1:94.200
[2025-06-01 17:39:44,956] [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 [1.885017454624176, 1.940352201461792, 2.0234124064445496, 2.303112506866455, 1.8267889022827148, 2.010606288909912, 2.2798625230789185, 2.2015994787216187, 1.8606085777282715, 2.4421000480651855]
[2025-06-01 17:39:44,977] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-01 17:39:56,401] [SEDG] [INFO] Epoch:47 || Train Acc@1  90.00 ( 89.89), Train Cla Loss 5.8792e+01 (5.3087e+01)
[2025-06-01 17:39:56,911] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [90.0, 87.0, 76.0, 70.0, 50.0], Val Loss  [0.22640985995531082, 0.2865699231624603, 0.4882007837295532, 0.5605745911598206, 0.9940163195133209] || Best Acc@1:94.200
[2025-06-01 17:39:56,912] [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 [1.4157509207725525, 1.5077459216117859, 1.6373268961906433, 1.931126892566681, 1.673734188079834, 1.9016409516334534, 2.2028697729110718, 2.160609483718872, 1.833649456501007, 2.441615104675293]
[2025-06-01 17:39:56,937] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-01 17:40:10,700] [SEDG] [INFO] Epoch:48 || Train Acc@1  88.89 ( 90.31), Train Cla Loss 5.2904e+01 (5.1983e+01)
[2025-06-01 17:40:11,031] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [93.0, 87.0, 76.0, 71.0, 51.0], Val Loss  [0.19553600996732712, 0.2752695009112358, 0.5158117115497589, 0.6028897166252136, 1.1008174419403076] || Best Acc@1:94.200
[2025-06-01 17:40:11,032] [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 [1.6002143621444702, 1.6955050230026245, 1.8150199055671692, 2.140864849090576, 1.8075429201126099, 2.0455594062805176, 2.352277457714081, 2.3018409609794617, 1.9424988627433777, 2.555930733680725]
[2025-06-01 17:40:11,079] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-01 17:40:23,469] [SEDG] [INFO] Epoch:49 || Train Acc@1  89.17 ( 90.47), Train Cla Loss 5.5623e+01 (5.0681e+01)
[2025-06-01 17:40:23,914] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [88.0, 86.0, 76.0, 70.0, 50.0], Val Loss  [0.24529437720775604, 0.32904665172100067, 0.5898347198963165, 0.6980948448181152, 1.2529647946357727] || Best Acc@1:94.200
[2025-06-01 17:40:23,914] [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 [1.7301849126815796, 1.8052049279212952, 1.8865222930908203, 2.209145724773407, 1.8609715104103088, 2.1255682706832886, 2.4453777074813843, 2.384486198425293, 2.005950093269348, 2.621245861053467]
[2025-06-01 17:40:23,949] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-01 17:40:24,411] [SEDG] [INFO] Val  Acc@1: [94.0, 96.0, 94.0, 94.0, 93.0], Val Loss  [0.27316559851169586, 0.27570241689682007, 0.2804294377565384, 0.28891852498054504, 0.3264508992433548]
[2025-06-01 17:40:24,412] [SEDG] [INFO] Test  Acc@1: [94.0, 95.0, 91.0, 88.0, 79.0, 62.0, 66.0, 62.0, 46.0, 58.0], Test Loss [0.34464509785175323, 0.3432725816965103, 0.3492077887058258, 0.3003934174776077, 0.41296370327472687, 0.5518348217010498, 0.6741528213024139, 0.8583225607872009, 1.2981829345226288, 0.9564846754074097]
[2025-06-01 17:40:24,412] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-01 17:40:24,414] [SEDG] [INFO] Val  Mean&Var: [(94.0, 0.0), (96.0, 2.8284264), (94.0, 1.4142151), (94.0, 1.4142151), (93.0, 0.70710754)]
[2025-06-01 17:40:24,414] [SEDG] [INFO] Test  Mean&Var: [(94.0, 0.0), (95.0, 2.1213188), (91.0, 2.1213207), (88.0, 1.4142132), (79.0, 0.70710564), (62.0, 4.2426414), (66.0, 2.8284264), (62.0, 4.2426414), (46.0, 8.485282), (58.0, 0.0)]
