[2025-06-02 10:57:48,797] [SEDG] [INFO] 
[2025-06-02 10:57:48,797] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-02 10:58:03,302] [SEDG] [INFO] Epoch:0 || Train Acc@1  63.89 ( 58.46), Train Cla Loss 1.7535e+02 (3.7854e+02)
[2025-06-02 10:58:03,721] [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
[2025-06-02 10:58:03,721] [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]
[2025-06-02 10:58:03,752] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-02 10:58:19,345] [SEDG] [INFO] Epoch:1 || Train Acc@1  66.94 ( 66.78), Train Cla Loss 1.5799e+02 (1.4975e+02)
[2025-06-02 10:58:19,697] [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
[2025-06-02 10:58:19,697] [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]
[2025-06-02 10:58:19,728] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-02 10:58:33,548] [SEDG] [INFO] Epoch:2 || Train Acc@1  65.83 ( 69.00), Train Cla Loss 1.4257e+02 (1.3393e+02)
[2025-06-02 10:58:33,838] [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
[2025-06-02 10:58:33,838] [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]
[2025-06-02 10:58:33,870] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-02 10:58:49,818] [SEDG] [INFO] Epoch:3 || Train Acc@1  70.00 ( 70.57), Train Cla Loss 1.2624e+02 (1.2653e+02)
[2025-06-02 10:58:50,104] [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
[2025-06-02 10:58:50,104] [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]
[2025-06-02 10:58:50,136] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-02 10:59:05,528] [SEDG] [INFO] Epoch:4 || Train Acc@1  74.72 ( 71.46), Train Cla Loss 1.1050e+02 (1.2121e+02)
[2025-06-02 10:59:05,817] [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
[2025-06-02 10:59:05,818] [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]
[2025-06-02 10:59:05,848] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-02 10:59:13,572] [SEDG] [INFO] Epoch:5 || Train Acc@1  68.89 ( 72.61), Train Cla Loss 1.3030e+02 (1.1540e+02)
[2025-06-02 10:59:13,839] [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
[2025-06-02 10:59:13,839] [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]
[2025-06-02 10:59:13,870] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-02 10:59:21,875] [SEDG] [INFO] Epoch:6 || Train Acc@1  71.11 ( 73.04), Train Cla Loss 1.1645e+02 (1.1359e+02)
[2025-06-02 10:59:22,116] [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
[2025-06-02 10:59:22,116] [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]
[2025-06-02 10:59:22,145] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-02 10:59:29,744] [SEDG] [INFO] Epoch:7 || Train Acc@1  73.61 ( 74.02), Train Cla Loss 1.0825e+02 (1.1040e+02)
[2025-06-02 10:59:29,978] [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
[2025-06-02 10:59:29,978] [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]
[2025-06-02 10:59:30,006] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-02 10:59:37,816] [SEDG] [INFO] Epoch:8 || Train Acc@1  80.28 ( 74.55), Train Cla Loss 8.9790e+01 (1.0769e+02)
[2025-06-02 10:59:38,068] [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
[2025-06-02 10:59:38,068] [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]
[2025-06-02 10:59:38,086] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-02 10:59:52,740] [SEDG] [INFO] Epoch:9 || Train Acc@1  76.39 ( 75.03), Train Cla Loss 1.0299e+02 (1.0573e+02)
[2025-06-02 10:59:53,015] [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
[2025-06-02 10:59:53,015] [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]
[2025-06-02 10:59:53,035] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-02 11:00:05,994] [SEDG] [INFO] Epoch:10 || Train Acc@1  76.39 ( 75.31), Train Cla Loss 1.0357e+02 (1.0418e+02)
[2025-06-02 11:00:06,281] [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
[2025-06-02 11:00:06,281] [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]
[2025-06-02 11:00:06,310] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-02 11:00:16,995] [SEDG] [INFO] Epoch:11 || Train Acc@1  76.39 ( 75.79), Train Cla Loss 1.0556e+02 (1.0206e+02)
[2025-06-02 11:00:17,271] [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
[2025-06-02 11:00:17,271] [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]
[2025-06-02 11:00:17,297] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-02 11:00:26,200] [SEDG] [INFO] Epoch:12 || Train Acc@1  77.78 ( 76.33), Train Cla Loss 9.9971e+01 (9.9884e+01)
[2025-06-02 11:00:26,472] [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
[2025-06-02 11:00:26,472] [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]
[2025-06-02 11:00:26,492] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-02 11:00:37,422] [SEDG] [INFO] Epoch:13 || Train Acc@1  76.11 ( 76.83), Train Cla Loss 1.0039e+02 (9.8293e+01)
[2025-06-02 11:00:37,697] [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
[2025-06-02 11:00:37,697] [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]
[2025-06-02 11:00:37,716] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-02 11:00:51,162] [SEDG] [INFO] Epoch:14 || Train Acc@1  76.11 ( 76.93), Train Cla Loss 1.0052e+02 (9.7357e+01)
[2025-06-02 11:00:51,509] [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
[2025-06-02 11:00:51,509] [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]
[2025-06-02 11:00:51,541] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-02 11:01:06,835] [SEDG] [INFO] Epoch:15 || Train Acc@1  79.44 ( 77.15), Train Cla Loss 8.3543e+01 (9.6758e+01)
[2025-06-02 11:01:07,107] [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
[2025-06-02 11:01:07,107] [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]
[2025-06-02 11:01:07,125] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-02 11:01:20,415] [SEDG] [INFO] Epoch:16 || Train Acc@1  74.44 ( 77.45), Train Cla Loss 1.0391e+02 (9.4838e+01)
[2025-06-02 11:01:20,732] [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
[2025-06-02 11:01:20,732] [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]
[2025-06-02 11:01:20,772] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-02 11:01:34,400] [SEDG] [INFO] Epoch:17 || Train Acc@1  76.94 ( 77.88), Train Cla Loss 9.2757e+01 (9.3768e+01)
[2025-06-02 11:01:34,694] [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
[2025-06-02 11:01:34,694] [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]
[2025-06-02 11:01:34,727] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-02 11:01:47,914] [SEDG] [INFO] Epoch:18 || Train Acc@1  74.72 ( 78.27), Train Cla Loss 1.0751e+02 (9.2287e+01)
[2025-06-02 11:01:48,207] [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
[2025-06-02 11:01:48,207] [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]
[2025-06-02 11:01:48,247] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-02 11:01:59,723] [SEDG] [INFO] Epoch:19 || Train Acc@1  78.89 ( 78.73), Train Cla Loss 9.1394e+01 (9.1016e+01)
[2025-06-02 11:01:59,969] [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
[2025-06-02 11:01:59,970] [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]
[2025-06-02 11:02:00,002] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-02 11:02:15,686] [SEDG] [INFO] Epoch:20 || Train Acc@1  77.50 ( 78.77), Train Cla Loss 9.1541e+01 (9.0511e+01)
[2025-06-02 11:02:16,059] [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
[2025-06-02 11:02:16,059] [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]
[2025-06-02 11:02:16,090] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-02 11:02:28,590] [SEDG] [INFO] Epoch:21 || Train Acc@1  77.50 ( 79.18), Train Cla Loss 9.7340e+01 (8.9452e+01)
[2025-06-02 11:02:28,963] [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
[2025-06-02 11:02:28,963] [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]
[2025-06-02 11:02:28,994] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-02 11:02:43,265] [SEDG] [INFO] Epoch:22 || Train Acc@1  83.06 ( 79.50), Train Cla Loss 8.3520e+01 (8.8110e+01)
[2025-06-02 11:02:43,648] [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
[2025-06-02 11:02:43,648] [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]
[2025-06-02 11:02:43,680] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-02 11:03:00,408] [SEDG] [INFO] Epoch:23 || Train Acc@1  78.06 ( 79.70), Train Cla Loss 8.9092e+01 (8.7261e+01)
[2025-06-02 11:03:00,766] [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
[2025-06-02 11:03:00,766] [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]
[2025-06-02 11:03:00,797] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-02 11:03:17,503] [SEDG] [INFO] Epoch:24 || Train Acc@1  85.28 ( 80.17), Train Cla Loss 7.6447e+01 (8.5105e+01)
[2025-06-02 11:03:17,869] [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
[2025-06-02 11:03:17,869] [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]
[2025-06-02 11:03:17,901] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-02 11:03:35,471] [SEDG] [INFO] Epoch:25 || Train Acc@1  81.39 ( 80.51), Train Cla Loss 8.3294e+01 (8.4060e+01)
[2025-06-02 11:03:35,891] [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
[2025-06-02 11:03:35,891] [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]
[2025-06-02 11:03:35,922] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-02 11:03:53,504] [SEDG] [INFO] Epoch:26 || Train Acc@1  79.44 ( 81.08), Train Cla Loss 8.4000e+01 (8.2545e+01)
[2025-06-02 11:03:53,890] [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
[2025-06-02 11:03:53,890] [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]
[2025-06-02 11:03:53,917] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-02 11:04:11,918] [SEDG] [INFO] Epoch:27 || Train Acc@1  82.78 ( 81.68), Train Cla Loss 7.7940e+01 (8.0763e+01)
[2025-06-02 11:04:12,253] [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
[2025-06-02 11:04:12,253] [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]
[2025-06-02 11:04:12,286] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-02 11:04:30,131] [SEDG] [INFO] Epoch:28 || Train Acc@1  85.00 ( 82.37), Train Cla Loss 7.1727e+01 (7.8452e+01)
[2025-06-02 11:04:30,483] [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
[2025-06-02 11:04:30,483] [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]
[2025-06-02 11:04:30,515] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-02 11:04:47,905] [SEDG] [INFO] Epoch:29 || Train Acc@1  85.28 ( 82.97), Train Cla Loss 7.1183e+01 (7.6966e+01)
[2025-06-02 11:04:48,281] [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
[2025-06-02 11:04:48,282] [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]
[2025-06-02 11:04:48,313] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-02 11:05:06,873] [SEDG] [INFO] Epoch:30 || Train Acc@1  86.11 ( 83.46), Train Cla Loss 6.9505e+01 (7.4769e+01)
[2025-06-02 11:05:07,241] [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
[2025-06-02 11:05:07,242] [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]
[2025-06-02 11:05:07,262] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-02 11:05:23,871] [SEDG] [INFO] Epoch:31 || Train Acc@1  85.00 ( 84.13), Train Cla Loss 7.1585e+01 (7.2813e+01)
[2025-06-02 11:05:24,245] [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
[2025-06-02 11:05:24,245] [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]
[2025-06-02 11:05:24,265] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-02 11:05:38,025] [SEDG] [INFO] Epoch:32 || Train Acc@1  83.89 ( 84.82), Train Cla Loss 7.2667e+01 (7.0641e+01)
[2025-06-02 11:05:38,411] [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
[2025-06-02 11:05:38,411] [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]
[2025-06-02 11:05:38,427] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-02 11:05:50,811] [SEDG] [INFO] Epoch:33 || Train Acc@1  85.28 ( 85.38), Train Cla Loss 7.8095e+01 (6.8886e+01)
[2025-06-02 11:05:51,224] [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
[2025-06-02 11:05:51,225] [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]
[2025-06-02 11:05:51,256] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-02 11:06:08,112] [SEDG] [INFO] Epoch:34 || Train Acc@1  88.89 ( 85.77), Train Cla Loss 6.0674e+01 (6.7777e+01)
[2025-06-02 11:06:08,491] [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
[2025-06-02 11:06:08,492] [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]
[2025-06-02 11:06:08,530] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-02 11:06:23,540] [SEDG] [INFO] Epoch:35 || Train Acc@1  85.83 ( 86.42), Train Cla Loss 6.5414e+01 (6.5181e+01)
[2025-06-02 11:06:23,893] [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
[2025-06-02 11:06:23,893] [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]
[2025-06-02 11:06:23,928] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-02 11:06:40,762] [SEDG] [INFO] Epoch:36 || Train Acc@1  90.56 ( 86.76), Train Cla Loss 5.5907e+01 (6.4338e+01)
[2025-06-02 11:06:41,137] [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
[2025-06-02 11:06:41,137] [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]
[2025-06-02 11:06:41,170] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-02 11:06:58,626] [SEDG] [INFO] Epoch:37 || Train Acc@1  89.72 ( 87.05), Train Cla Loss 5.4705e+01 (6.3531e+01)
[2025-06-02 11:06:59,000] [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
[2025-06-02 11:06:59,000] [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]
[2025-06-02 11:06:59,033] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-02 11:07:17,091] [SEDG] [INFO] Epoch:38 || Train Acc@1  89.72 ( 87.58), Train Cla Loss 5.6912e+01 (6.1390e+01)
[2025-06-02 11:07:17,484] [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
[2025-06-02 11:07:17,484] [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]
[2025-06-02 11:07:17,517] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-02 11:07:35,388] [SEDG] [INFO] Epoch:39 || Train Acc@1  86.11 ( 87.78), Train Cla Loss 6.0675e+01 (6.0608e+01)
[2025-06-02 11:07:35,764] [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
[2025-06-02 11:07:35,764] [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]
[2025-06-02 11:07:35,792] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-02 11:07:53,447] [SEDG] [INFO] Epoch:40 || Train Acc@1  91.67 ( 88.26), Train Cla Loss 5.1805e+01 (5.9000e+01)
[2025-06-02 11:07:53,871] [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
[2025-06-02 11:07:53,871] [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]
[2025-06-02 11:07:53,903] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-02 11:08:11,580] [SEDG] [INFO] Epoch:41 || Train Acc@1  88.33 ( 88.46), Train Cla Loss 5.4775e+01 (5.8383e+01)
[2025-06-02 11:08:11,977] [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
[2025-06-02 11:08:11,977] [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]
[2025-06-02 11:08:12,010] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-02 11:08:28,968] [SEDG] [INFO] Epoch:42 || Train Acc@1  86.11 ( 88.74), Train Cla Loss 6.2717e+01 (5.7366e+01)
[2025-06-02 11:08:29,324] [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
[2025-06-02 11:08:29,324] [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]
[2025-06-02 11:08:29,356] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-02 11:08:45,992] [SEDG] [INFO] Epoch:43 || Train Acc@1  88.33 ( 88.97), Train Cla Loss 5.9071e+01 (5.6458e+01)
[2025-06-02 11:08:46,347] [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
[2025-06-02 11:08:46,347] [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]
[2025-06-02 11:08:46,384] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-02 11:09:03,308] [SEDG] [INFO] Epoch:44 || Train Acc@1  92.78 ( 89.38), Train Cla Loss 4.4601e+01 (5.4813e+01)
[2025-06-02 11:09:03,666] [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
[2025-06-02 11:09:03,666] [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]
[2025-06-02 11:09:03,700] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-02 11:09:21,932] [SEDG] [INFO] Epoch:45 || Train Acc@1  94.17 ( 89.31), Train Cla Loss 4.0713e+01 (5.4535e+01)
[2025-06-02 11:09:22,335] [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
[2025-06-02 11:09:22,336] [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]
[2025-06-02 11:09:22,374] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-02 11:09:40,652] [SEDG] [INFO] Epoch:46 || Train Acc@1  92.22 ( 89.78), Train Cla Loss 4.5254e+01 (5.3306e+01)
[2025-06-02 11:09:40,996] [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
[2025-06-02 11:09:40,996] [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]
[2025-06-02 11:09:41,019] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-02 11:09:58,702] [SEDG] [INFO] Epoch:47 || Train Acc@1  90.00 ( 89.89), Train Cla Loss 5.8792e+01 (5.3087e+01)
[2025-06-02 11:09:59,085] [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
[2025-06-02 11:09:59,085] [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]
[2025-06-02 11:09:59,117] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-02 11:10:15,078] [SEDG] [INFO] Epoch:48 || Train Acc@1  88.89 ( 90.31), Train Cla Loss 5.2904e+01 (5.1983e+01)
[2025-06-02 11:10:15,480] [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
[2025-06-02 11:10:15,480] [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]
[2025-06-02 11:10:15,497] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-02 11:10:34,400] [SEDG] [INFO] Epoch:49 || Train Acc@1  89.17 ( 90.47), Train Cla Loss 5.5623e+01 (5.0681e+01)
[2025-06-02 11:10:34,773] [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
[2025-06-02 11:10:34,774] [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]
[2025-06-02 11:10:34,790] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-06-02 11:10:51,364] [SEDG] [INFO] Epoch:50 || Train Acc@1  88.33 ( 90.57), Train Cla Loss 5.3747e+01 (5.1084e+01)
[2025-06-02 11:10:51,741] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [94.0, 90.0, 77.0, 73.0, 55.0], Val Loss  [0.2128799483180046, 0.29150649905204773, 0.5588224828243256, 0.6609471142292023, 1.1963418126106262] || Best Acc@1:94.200
[2025-06-02 11:10:51,742] [SEDG] [INFO] Epoch:50 || 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 [1.7405257821083069, 1.7795130014419556, 1.8962475657463074, 2.169621706008911, 1.8081479668617249, 2.052927017211914, 2.3692950010299683, 2.3088945150375366, 1.943252980709076, 2.543021082878113]
[2025-06-02 11:10:51,771] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-06-02 11:11:09,754] [SEDG] [INFO] Epoch:51 || Train Acc@1  90.28 ( 90.49), Train Cla Loss 4.9699e+01 (5.0333e+01)
[2025-06-02 11:11:10,152] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [90.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.231376014649868, 0.3189389854669571, 0.5940857082605362, 0.696823924779892, 1.2176969051361084] || Best Acc@1:94.200
[2025-06-02 11:11:10,152] [SEDG] [INFO] Epoch:51 || 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 [1.6377089619636536, 1.6976010203361511, 1.7622666954994202, 2.099286437034607, 1.8027971982955933, 2.0591028928756714, 2.3833932876586914, 2.335886001586914, 1.9834584593772888, 2.6090656518936157]
[2025-06-02 11:11:10,184] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-06-02 11:11:26,636] [SEDG] [INFO] Epoch:52 || Train Acc@1  87.78 ( 90.92), Train Cla Loss 6.2045e+01 (4.9352e+01)
[2025-06-02 11:11:26,971] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [87.0, 81.0, 73.0, 69.0, 48.0], Val Loss  [0.2863232046365738, 0.3903326988220215, 0.6636517643928528, 0.7849104106426239, 1.3745439052581787] || Best Acc@1:94.200
[2025-06-02 11:11:26,971] [SEDG] [INFO] Epoch:52 || 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 [1.7980135083198547, 1.81362384557724, 1.8571070432662964, 2.2035838961601257, 1.8682403564453125, 2.181679844856262, 2.5332993268966675, 2.483023524284363, 2.092455565929413, 2.7236822843551636]
[2025-06-02 11:11:27,002] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-06-02 11:11:40,733] [SEDG] [INFO] Epoch:53 || Train Acc@1  89.44 ( 91.05), Train Cla Loss 4.7286e+01 (4.8691e+01)
[2025-06-02 11:11:41,086] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [94.0, 90.0, 76.0, 72.0, 53.0], Val Loss  [0.17356573790311813, 0.24441255629062653, 0.5002095401287079, 0.5977067649364471, 1.1051750183105469] || Best Acc@1:94.200
[2025-06-02 11:11:41,086] [SEDG] [INFO] Epoch:53 || 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 [1.6117655038833618, 1.711266279220581, 1.8193643689155579, 2.1479923129081726, 1.815715730190277, 2.0892670154571533, 2.437234878540039, 2.386437177658081, 2.0196120738983154, 2.6394011974334717]
[2025-06-02 11:11:41,118] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-06-02 11:11:56,494] [SEDG] [INFO] Epoch:54 || Train Acc@1  93.61 ( 91.07), Train Cla Loss 4.2085e+01 (4.8770e+01)
[2025-06-02 11:11:56,917] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [88.0, 86.0, 76.0, 70.0, 50.0], Val Loss  [0.2902800887823105, 0.37835168838500977, 0.6604609489440918, 0.7981927692890167, 1.3807507753372192] || Best Acc@1:94.200
[2025-06-02 11:11:56,917] [SEDG] [INFO] Epoch:54 || 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 [1.794671654701233, 1.8151970505714417, 1.8779866695404053, 2.207860589027405, 1.8681151866912842, 2.1853166818618774, 2.585832715034485, 2.548686385154724, 2.150771141052246, 2.7683568000793457]
[2025-06-02 11:11:56,950] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-06-02 11:12:14,922] [SEDG] [INFO] Epoch:55 || Train Acc@1  93.89 ( 91.51), Train Cla Loss 4.2151e+01 (4.6994e+01)
[2025-06-02 11:12:15,320] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [88.0, 86.0, 75.0, 69.0, 50.0], Val Loss  [0.2743266820907593, 0.3581273704767227, 0.6180090308189392, 0.7152121663093567, 1.2191625237464905] || Best Acc@1:94.200
[2025-06-02 11:12:15,320] [SEDG] [INFO] Epoch:55 || 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 [1.5982146859169006, 1.6513649821281433, 1.7388531565666199, 2.080979347229004, 1.7808901071548462, 2.109470009803772, 2.505061388015747, 2.4881688356399536, 2.1075538396835327, 2.74593722820282]
[2025-06-02 11:12:15,348] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-06-02 11:12:33,645] [SEDG] [INFO] Epoch:56 || Train Acc@1  89.17 ( 91.37), Train Cla Loss 5.7489e+01 (4.7039e+01)
[2025-06-02 11:12:34,027] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [95.0, 92.0, 77.0, 73.0, 56.0], Val Loss  [0.19650454819202423, 0.2642553299665451, 0.5614221841096878, 0.6875574886798859, 1.228015661239624] || Best Acc@1:94.200
[2025-06-02 11:12:34,027] [SEDG] [INFO] Epoch:56 || 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 [1.7148493528366089, 1.7900835275650024, 1.8782423734664917, 2.221945881843567, 1.8583800792694092, 2.1670820713043213, 2.575871229171753, 2.544770359992981, 2.1390371918678284, 2.759127974510193]
[2025-06-02 11:12:34,055] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-06-02 11:12:52,356] [SEDG] [INFO] Epoch:57 || Train Acc@1  91.11 ( 91.82), Train Cla Loss 4.3524e+01 (4.5678e+01)
[2025-06-02 11:12:52,719] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [88.0, 86.0, 75.0, 69.0, 49.0], Val Loss  [0.25859372317790985, 0.3746253550052643, 0.6834377944469452, 0.7790267467498779, 1.2844586968421936] || Best Acc@1:94.200
[2025-06-02 11:12:52,719] [SEDG] [INFO] Epoch:57 || 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 [1.6163471937179565, 1.6239122152328491, 1.6765550374984741, 1.9957765340805054, 1.7513723373413086, 2.0903910398483276, 2.48222815990448, 2.484468698501587, 2.097098171710968, 2.742694616317749]
[2025-06-02 11:12:52,751] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-06-02 11:13:10,119] [SEDG] [INFO] Epoch:58 || Train Acc@1  91.67 ( 91.55), Train Cla Loss 4.4370e+01 (4.6089e+01)
[2025-06-02 11:13:10,550] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [93.0, 89.0, 76.0, 71.0, 51.0], Val Loss  [0.2051195502281189, 0.2935434430837631, 0.6079979240894318, 0.688210666179657, 1.1866506934165955] || Best Acc@1:94.200
[2025-06-02 11:13:10,550] [SEDG] [INFO] Epoch:58 || 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 [1.5759036540985107, 1.6376339793205261, 1.7164120078086853, 2.0476542711257935, 1.7808852195739746, 2.1190534830093384, 2.521649956703186, 2.514018177986145, 2.1270623207092285, 2.774587631225586]
[2025-06-02 11:13:10,579] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-06-02 11:13:28,764] [SEDG] [INFO] Epoch:59 || Train Acc@1  93.61 ( 92.12), Train Cla Loss 4.2429e+01 (4.4426e+01)
[2025-06-02 11:13:29,165] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [88.0, 83.0, 75.0, 69.0, 48.0], Val Loss  [0.3153449445962906, 0.44976578652858734, 0.7656293511390686, 0.9028493762016296, 1.553265392780304] || Best Acc@1:94.200
[2025-06-02 11:13:29,165] [SEDG] [INFO] Epoch:59 || 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 [1.9642231464385986, 1.9310495257377625, 1.985113799571991, 2.324108362197876, 1.9371044039726257, 2.275035858154297, 2.664220929145813, 2.614320755004883, 2.194554924964905, 2.840597629547119]
[2025-06-02 11:13:29,197] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-06-02 11:13:45,972] [SEDG] [INFO] Epoch:60 || Train Acc@1  92.50 ( 92.08), Train Cla Loss 4.6474e+01 (4.4827e+01)
[2025-06-02 11:13:46,338] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [92.0, 87.0, 76.0, 71.0, 54.0], Val Loss  [0.23312783986330032, 0.3086245357990265, 0.5945213139057159, 0.6742696762084961, 1.1910410523414612] || Best Acc@1:94.200
[2025-06-02 11:13:46,338] [SEDG] [INFO] Epoch:60 || 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 [1.6693975925445557, 1.7562629580497742, 1.8546329736709595, 2.214021325111389, 1.829923152923584, 2.126485526561737, 2.5228627920150757, 2.490621566772461, 2.1000930070877075, 2.7272201776504517]
[2025-06-02 11:13:46,367] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-06-02 11:14:04,491] [SEDG] [INFO] Epoch:61 || Train Acc@1  90.28 ( 92.12), Train Cla Loss 4.4819e+01 (4.4339e+01)
[2025-06-02 11:14:04,861] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [93.0, 87.0, 76.0, 71.0, 51.0], Val Loss  [0.23431910574436188, 0.33950188755989075, 0.6570018231868744, 0.7344962358474731, 1.2529637217521667] || Best Acc@1:94.200
[2025-06-02 11:14:04,861] [SEDG] [INFO] Epoch:61 || 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 [1.6252163648605347, 1.6670987010002136, 1.7361446022987366, 2.066040575504303, 1.8135120868682861, 2.1686989068984985, 2.5828455686569214, 2.567930579185486, 2.162777364253998, 2.8159602880477905]
[2025-06-02 11:14:04,889] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-06-02 11:14:22,330] [SEDG] [INFO] Epoch:62 || Train Acc@1  92.50 ( 92.34), Train Cla Loss 4.3183e+01 (4.3643e+01)
[2025-06-02 11:14:22,701] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [87.0, 82.0, 75.0, 69.0, 50.0], Val Loss  [0.25531215220689774, 0.33692970871925354, 0.5356572866439819, 0.6097719073295593, 1.0360576808452606] || Best Acc@1:94.200
[2025-06-02 11:14:22,701] [SEDG] [INFO] Epoch:62 || 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 [1.3698190450668335, 1.4628848433494568, 1.5738819241523743, 1.9521490335464478, 1.7527355551719666, 2.1131719946861267, 2.5272730588912964, 2.5404739379882812, 2.1440247297286987, 2.804927945137024]
[2025-06-02 11:14:22,733] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-06-02 11:14:38,361] [SEDG] [INFO] Epoch:63 || Train Acc@1  92.50 ( 92.18), Train Cla Loss 4.0669e+01 (4.3706e+01)
[2025-06-02 11:14:38,782] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [88.0, 85.0, 75.0, 70.0, 50.0], Val Loss  [0.3352161794900894, 0.4511406868696213, 0.7848801016807556, 0.8569147288799286, 1.419347107410431] || Best Acc@1:94.200
[2025-06-02 11:14:38,782] [SEDG] [INFO] Epoch:63 || 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 [1.8148057460784912, 1.8239303231239319, 1.85794997215271, 2.1900187730789185, 1.849925935268402, 2.1974822878837585, 2.6083109378814697, 2.5907344818115234, 2.1769487857818604, 2.8279844522476196]
[2025-06-02 11:14:38,820] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-06-02 11:14:53,959] [SEDG] [INFO] Epoch:64 || Train Acc@1  92.22 ( 92.72), Train Cla Loss 4.1062e+01 (4.2209e+01)
[2025-06-02 11:14:54,341] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [90.0, 87.0, 76.0, 71.0, 51.0], Val Loss  [0.22322037816047668, 0.31672532111406326, 0.6212311089038849, 0.6912904977798462, 1.1919039487838745] || Best Acc@1:94.200
[2025-06-02 11:14:54,341] [SEDG] [INFO] Epoch:64 || 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 [1.585727035999298, 1.6375017166137695, 1.7144968509674072, 2.0718546509742737, 1.8126139044761658, 2.1874594688415527, 2.6113288402557373, 2.611620306968689, 2.197523593902588, 2.8593064546585083]
[2025-06-02 11:14:54,372] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-06-02 11:15:12,417] [SEDG] [INFO] Epoch:65 || Train Acc@1  93.06 ( 92.54), Train Cla Loss 3.8072e+01 (4.2522e+01)
[2025-06-02 11:15:12,790] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [88.0, 86.0, 76.0, 71.0, 51.0], Val Loss  [0.2676253616809845, 0.34622325748205185, 0.6380310356616974, 0.7246006429195404, 1.2424503564834595] || Best Acc@1:94.200
[2025-06-02 11:15:12,790] [SEDG] [INFO] Epoch:65 || 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 [1.675060212612152, 1.7273431420326233, 1.816872477531433, 2.1778171062469482, 1.8654741644859314, 2.239288806915283, 2.675220012664795, 2.6778637170791626, 2.248439908027649, 2.913354277610779]
[2025-06-02 11:15:12,816] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-06-02 11:15:31,445] [SEDG] [INFO] Epoch:66 || Train Acc@1  95.00 ( 92.94), Train Cla Loss 3.3387e+01 (4.1010e+01)
[2025-06-02 11:15:31,848] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [88.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.2470424845814705, 0.3439629375934601, 0.6118323504924774, 0.6795550584793091, 1.1401231288909912] || Best Acc@1:94.200
[2025-06-02 11:15:31,848] [SEDG] [INFO] Epoch:66 || 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 [1.4781898260116577, 1.5366030931472778, 1.6361615657806396, 2.0005221366882324, 1.8131005764007568, 2.2085028886795044, 2.6593210697174072, 2.6850651502609253, 2.267525553703308, 2.953832268714905]
[2025-06-02 11:15:31,882] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-06-02 11:15:50,067] [SEDG] [INFO] Epoch:67 || Train Acc@1  92.50 ( 92.78), Train Cla Loss 4.2718e+01 (4.1680e+01)
[2025-06-02 11:15:50,459] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [89.0, 87.0, 76.0, 71.0, 51.0], Val Loss  [0.22368262708187103, 0.29601341485977173, 0.5712620168924332, 0.6424503922462463, 1.1157277822494507] || Best Acc@1:94.200
[2025-06-02 11:15:50,459] [SEDG] [INFO] Epoch:67 || 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 [1.505066156387329, 1.5689871907234192, 1.671157717704773, 2.0233752727508545, 1.8000046610832214, 2.183226704597473, 2.6206235885620117, 2.6406097412109375, 2.2309409379959106, 2.9152889251708984]
[2025-06-02 11:15:50,494] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-06-02 11:16:08,885] [SEDG] [INFO] Epoch:68 || Train Acc@1  91.39 ( 92.95), Train Cla Loss 4.0817e+01 (4.0913e+01)
[2025-06-02 11:16:09,284] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [88.0, 86.0, 76.0, 70.0, 50.0], Val Loss  [0.24356455355882645, 0.3347580283880234, 0.6220091879367828, 0.6923544704914093, 1.191587507724762] || Best Acc@1:94.200
[2025-06-02 11:16:09,284] [SEDG] [INFO] Epoch:68 || 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 [1.5511521100997925, 1.6010103225708008, 1.6818844676017761, 2.028672695159912, 1.8107165694236755, 2.1999199390411377, 2.653838276863098, 2.700878143310547, 2.2864641547203064, 2.9823321104049683]
[2025-06-02 11:16:09,317] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-06-02 11:16:27,213] [SEDG] [INFO] Epoch:69 || Train Acc@1  95.28 ( 93.11), Train Cla Loss 3.3070e+01 (4.0461e+01)
[2025-06-02 11:16:27,611] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [94.0, 88.0, 76.0, 72.0, 53.0], Val Loss  [0.23150920867919922, 0.3406345546245575, 0.6438755691051483, 0.7506499588489532, 1.278676986694336] || Best Acc@1:94.200
[2025-06-02 11:16:27,611] [SEDG] [INFO] Epoch:69 || 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 [1.6887912154197693, 1.6884424090385437, 1.7003914713859558, 1.9714051485061646, 1.7158593535423279, 2.1035322546958923, 2.5673513412475586, 2.618056535720825, 2.216754913330078, 2.904901623725891]
[2025-06-02 11:16:27,644] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-06-02 11:16:44,270] [SEDG] [INFO] Epoch:70 || Train Acc@1  94.72 ( 92.95), Train Cla Loss 3.5678e+01 (4.0577e+01)
[2025-06-02 11:16:44,644] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [88.0, 86.0, 76.0, 70.0, 50.0], Val Loss  [0.2640804648399353, 0.3819431811571121, 0.783985048532486, 0.8784055411815643, 1.5120789408683777] || Best Acc@1:94.200
[2025-06-02 11:16:44,644] [SEDG] [INFO] Epoch:70 || 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 [1.922880232334137, 1.9001443982124329, 1.9069346189498901, 2.18935364484787, 1.8508663177490234, 2.223702311515808, 2.682486057281494, 2.715362787246704, 2.2997597455978394, 3.008978486061096]
[2025-06-02 11:16:44,676] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-06-02 11:17:02,348] [SEDG] [INFO] Epoch:71 || Train Acc@1  93.06 ( 93.25), Train Cla Loss 3.8506e+01 (3.9630e+01)
[2025-06-02 11:17:02,724] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [88.0, 87.0, 76.0, 71.0, 51.0], Val Loss  [0.22410830110311508, 0.29753971099853516, 0.5984100699424744, 0.7012062966823578, 1.2186865210533142] || Best Acc@1:94.200
[2025-06-02 11:17:02,724] [SEDG] [INFO] Epoch:71 || 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 [1.630240261554718, 1.6818188428878784, 1.7476682662963867, 2.0775376558303833, 1.8196616768836975, 2.2024776935577393, 2.6646015644073486, 2.7092137336730957, 2.3055458068847656, 3.029510021209717]
[2025-06-02 11:17:02,753] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-06-02 11:17:20,822] [SEDG] [INFO] Epoch:72 || Train Acc@1  92.22 ( 93.28), Train Cla Loss 4.4408e+01 (3.9248e+01)
[2025-06-02 11:17:21,204] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [93.0, 87.0, 76.0, 71.0, 51.0], Val Loss  [0.19063863158226013, 0.31308235228061676, 0.7166836857795715, 0.8163207769393921, 1.4194002747535706] || Best Acc@1:94.200
[2025-06-02 11:17:21,204] [SEDG] [INFO] Epoch:72 || 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 [1.8330886960029602, 1.8305097222328186, 1.8636492490768433, 2.174876630306244, 1.9018234610557556, 2.312162756919861, 2.79584002494812, 2.838014841079712, 2.413259744644165, 3.1611835956573486]
[2025-06-02 11:17:21,237] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-06-02 11:17:36,488] [SEDG] [INFO] Epoch:73 || Train Acc@1  92.78 ( 93.29), Train Cla Loss 4.4157e+01 (3.9067e+01)
[2025-06-02 11:17:36,839] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [90.0, 87.0, 76.0, 70.0, 51.0], Val Loss  [0.23140059411525726, 0.364716038107872, 0.7897427380084991, 0.9002100825309753, 1.5527915954589844] || Best Acc@1:94.200
[2025-06-02 11:17:36,839] [SEDG] [INFO] Epoch:73 || 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 [1.982619047164917, 1.9488592743873596, 1.9513750076293945, 2.2282204627990723, 1.8807069063186646, 2.2745091319084167, 2.7489991188049316, 2.7901194095611572, 2.3739264011383057, 3.1127872467041016]
[2025-06-02 11:17:36,871] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-06-02 11:17:50,316] [SEDG] [INFO] Epoch:74 || Train Acc@1  93.89 ( 93.43), Train Cla Loss 3.4556e+01 (3.9059e+01)
[2025-06-02 11:17:50,674] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [93.0, 88.0, 76.0, 70.0, 50.0], Val Loss  [0.1887107416987419, 0.29563726484775543, 0.6961450576782227, 0.8222229182720184, 1.4123182892799377] || Best Acc@1:94.200
[2025-06-02 11:17:50,674] [SEDG] [INFO] Epoch:74 || 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 [1.8070385456085205, 1.7555575966835022, 1.7745007872581482, 2.07548987865448, 1.865604281425476, 2.2953675985336304, 2.789727568626404, 2.826786994934082, 2.400583863258362, 3.148362636566162]
[2025-06-02 11:17:50,710] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-06-02 11:18:08,545] [SEDG] [INFO] Epoch:75 || Train Acc@1  94.17 ( 93.48), Train Cla Loss 3.9407e+01 (3.8524e+01)
[2025-06-02 11:18:08,953] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [92.0, 87.0, 76.0, 70.0, 50.0], Val Loss  [0.22423245757818222, 0.36074066162109375, 0.8386543691158295, 0.9918166995048523, 1.7316179871559143] || Best Acc@1:94.200
[2025-06-02 11:18:08,953] [SEDG] [INFO] Epoch:75 || 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 [2.190656065940857, 2.07095205783844, 2.0577995777130127, 2.334131419658661, 1.9960137009620667, 2.4328041076660156, 2.9503512382507324, 2.9964908361434937, 2.552927613258362, 3.3426969051361084]
[2025-06-02 11:18:08,990] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-06-02 11:18:27,162] [SEDG] [INFO] Epoch:76 || Train Acc@1  94.44 ( 93.45), Train Cla Loss 3.5012e+01 (3.8420e+01)
[2025-06-02 11:18:27,468] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [90.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.25058097392320633, 0.3807823210954666, 0.8676654696464539, 1.0349717736244202, 1.8066059947013855] || Best Acc@1:94.200
[2025-06-02 11:18:27,469] [SEDG] [INFO] Epoch:76 || 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 [2.2436479330062866, 2.092926859855652, 2.0561779141426086, 2.313190221786499, 1.9706628322601318, 2.39466655254364, 2.8947566747665405, 2.936434030532837, 2.4951388835906982, 3.2632516622543335]
[2025-06-02 11:18:27,492] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-06-02 11:18:47,145] [SEDG] [INFO] Epoch:77 || Train Acc@1  94.44 ( 93.62), Train Cla Loss 3.9586e+01 (3.7766e+01)
[2025-06-02 11:18:47,537] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [87.0, 81.0, 73.0, 69.0, 48.0], Val Loss  [0.364269495010376, 0.4783044010400772, 0.8675918579101562, 1.0389638841152191, 1.7754661440849304] || Best Acc@1:94.200
[2025-06-02 11:18:47,537] [SEDG] [INFO] Epoch:77 || 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 [2.1364293098449707, 2.0046215057373047, 1.9868258237838745, 2.2751448154449463, 1.9892734289169312, 2.4166388511657715, 2.9190832376480103, 2.952497124671936, 2.5039769411087036, 3.2698909044265747]
[2025-06-02 11:18:47,567] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-06-02 11:19:06,693] [SEDG] [INFO] Epoch:78 || Train Acc@1  90.83 ( 93.56), Train Cla Loss 4.5678e+01 (3.7818e+01)
[2025-06-02 11:19:07,078] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [88.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.2799534946680069, 0.3721766620874405, 0.7228332459926605, 0.8614914119243622, 1.5045790076255798] || Best Acc@1:94.200
[2025-06-02 11:19:07,078] [SEDG] [INFO] Epoch:78 || 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 [1.887197494506836, 1.8270352482795715, 1.836156964302063, 2.122139573097229, 1.879984736442566, 2.306760311126709, 2.7996201515197754, 2.8362284898757935, 2.405158519744873, 3.1506277322769165]
[2025-06-02 11:19:07,098] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-06-02 11:19:24,367] [SEDG] [INFO] Epoch:79 || Train Acc@1  96.67 ( 93.79), Train Cla Loss 2.7227e+01 (3.6614e+01)
[2025-06-02 11:19:24,778] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [95.0, 88.0, 76.0, 72.0, 52.0], Val Loss  [0.1965760439634323, 0.35190844535827637, 0.8205198347568512, 1.020904392004013, 1.8232296109199524] || Best Acc@1:94.200
[2025-06-02 11:19:24,778] [SEDG] [INFO] Epoch:79 || 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 [2.4253573417663574, 2.3817026019096375, 2.3089492321014404, 2.5196938514709473, 1.980048954486847, 2.3537906408309937, 2.8499670028686523, 2.89612078666687, 2.468952775001526, 3.240028977394104]
[2025-06-02 11:19:24,811] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-06-02 11:19:42,080] [SEDG] [INFO] Epoch:80 || Train Acc@1  93.33 ( 93.84), Train Cla Loss 3.7430e+01 (3.6668e+01)
[2025-06-02 11:19:42,467] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [94.0, 90.0, 76.0, 72.0, 52.0], Val Loss  [0.18485701456665993, 0.29386623203754425, 0.7187638580799103, 0.8468290269374847, 1.5084797143936157] || Best Acc@1:94.200
[2025-06-02 11:19:42,467] [SEDG] [INFO] Epoch:80 || 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 [1.9874222874641418, 1.941636085510254, 1.9187087416648865, 2.16340970993042, 1.867774486541748, 2.2995113134384155, 2.8011845350265503, 2.8585448265075684, 2.447031021118164, 3.236936926841736]
[2025-06-02 11:19:42,500] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-06-02 11:19:59,964] [SEDG] [INFO] Epoch:81 || Train Acc@1  92.22 ( 93.95), Train Cla Loss 4.0387e+01 (3.6266e+01)
[2025-06-02 11:20:00,363] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [94.0, 87.0, 76.0, 70.0, 50.0], Val Loss  [0.1749878153204918, 0.29185445606708527, 0.6851121932268143, 0.8153397738933563, 1.4504296779632568] || Best Acc@1:94.200
[2025-06-02 11:20:00,363] [SEDG] [INFO] Epoch:81 || 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 [1.9231678247451782, 1.8959110379219055, 1.9209546446800232, 2.187418520450592, 1.8940513134002686, 2.3479249477386475, 2.864549398422241, 2.902700424194336, 2.464251756668091, 3.2326935529708862]
[2025-06-02 11:20:00,396] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-06-02 11:20:17,664] [SEDG] [INFO] Epoch:82 || Train Acc@1  94.17 ( 93.96), Train Cla Loss 3.3538e+01 (3.5950e+01)
[2025-06-02 11:20:18,047] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [91.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.24851469695568085, 0.38426512479782104, 0.7411324083805084, 0.8931465446949005, 1.5316327810287476] || Best Acc@1:94.200
[2025-06-02 11:20:18,047] [SEDG] [INFO] Epoch:82 || 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 [1.8761999011039734, 1.7850146889686584, 1.7912693619728088, 2.08598792552948, 1.9225159883499146, 2.3938931226730347, 2.9139785766601562, 2.94606614112854, 2.492919087409973, 3.2502636909484863]
[2025-06-02 11:20:18,075] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-06-02 11:20:32,751] [SEDG] [INFO] Epoch:83 || Train Acc@1  94.72 ( 94.02), Train Cla Loss 3.0781e+01 (3.5920e+01)
[2025-06-02 11:20:33,098] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [88.0, 83.0, 75.0, 69.0, 48.0], Val Loss  [0.24363645166158676, 0.32435746490955353, 0.5631731152534485, 0.6495387256145477, 1.170348882675171] || Best Acc@1:94.200
[2025-06-02 11:20:33,099] [SEDG] [INFO] Epoch:83 || 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 [1.5520569682121277, 1.6090983152389526, 1.719005048274994, 2.1369901299476624, 2.0007668137550354, 2.4830633401870728, 3.0147628784179688, 3.0406341552734375, 2.572031259536743, 3.3587019443511963]
[2025-06-02 11:20:33,122] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-06-02 11:20:45,875] [SEDG] [INFO] Epoch:84 || Train Acc@1  92.50 ( 94.08), Train Cla Loss 3.8096e+01 (3.5351e+01)
[2025-06-02 11:20:46,239] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [90.0, 85.0, 75.0, 69.0, 48.0], Val Loss  [0.22606591135263443, 0.36276911944150925, 0.7739946842193604, 0.9594185054302216, 1.6888331770896912] || Best Acc@1:94.200
[2025-06-02 11:20:46,239] [SEDG] [INFO] Epoch:84 || 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 [2.0754656195640564, 1.9558640122413635, 1.9372766613960266, 2.2341731786727905, 2.0303911566734314, 2.5186078548431396, 3.057555317878723, 3.0829986333847046, 2.613648533821106, 3.4197434186935425]
[2025-06-02 11:20:46,275] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-06-02 11:21:02,796] [SEDG] [INFO] Epoch:85 || Train Acc@1  95.00 ( 94.24), Train Cla Loss 3.1936e+01 (3.5315e+01)
[2025-06-02 11:21:03,179] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [88.0, 86.0, 75.0, 69.0, 50.0], Val Loss  [0.32846270501613617, 0.4335876852273941, 0.8134965300559998, 0.9483023285865784, 1.5914417505264282] || Best Acc@1:94.200
[2025-06-02 11:21:03,179] [SEDG] [INFO] Epoch:85 || 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 [1.944463312625885, 1.8235530257225037, 1.8119974732398987, 2.0993058681488037, 1.9300069212913513, 2.3992178440093994, 2.9178197383880615, 2.9489666223526, 2.4959046840667725, 3.2543574571609497]
[2025-06-02 11:21:03,213] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-06-02 11:21:21,920] [SEDG] [INFO] Epoch:86 || Train Acc@1  95.00 ( 94.32), Train Cla Loss 3.4151e+01 (3.4882e+01)
[2025-06-02 11:21:22,290] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [93.0, 88.0, 76.0, 70.0, 50.0], Val Loss  [0.21775492280721664, 0.33575408160686493, 0.7783437371253967, 0.9260614812374115, 1.5973031520843506] || Best Acc@1:94.200
[2025-06-02 11:21:22,290] [SEDG] [INFO] Epoch:86 || 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 [1.9981418251991272, 1.8785420060157776, 1.8590563535690308, 2.1286941170692444, 1.9321088790893555, 2.402160406112671, 2.9268237352371216, 2.963626265525818, 2.512697696685791, 3.2866100072860718]
[2025-06-02 11:21:22,310] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-06-02 11:21:39,741] [SEDG] [INFO] Epoch:87 || Train Acc@1  92.78 ( 94.23), Train Cla Loss 3.3950e+01 (3.4796e+01)
[2025-06-02 11:21:40,099] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [88.0, 85.0, 75.0, 69.0, 48.0], Val Loss  [0.25661610066890717, 0.3741099387407303, 0.7788068056106567, 0.9308996796607971, 1.620756208896637] || Best Acc@1:94.200
[2025-06-02 11:21:40,099] [SEDG] [INFO] Epoch:87 || 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 [2.0014085173606873, 1.8825168013572693, 1.8724808096885681, 2.184623062610626, 2.0106632113456726, 2.493630886077881, 3.027582049369812, 3.0546075105667114, 2.5840803384780884, 3.366557478904724]
[2025-06-02 11:21:40,132] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-06-02 11:21:54,485] [SEDG] [INFO] Epoch:88 || Train Acc@1  95.00 ( 94.14), Train Cla Loss 3.2566e+01 (3.5009e+01)
[2025-06-02 11:21:54,835] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [88.0, 83.0, 75.0, 69.0, 48.0], Val Loss  [0.28628842532634735, 0.37166377902030945, 0.6484641432762146, 0.7971422672271729, 1.3976778984069824] || Best Acc@1:94.200
[2025-06-02 11:21:54,835] [SEDG] [INFO] Epoch:88 || 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 [1.7563425302505493, 1.738366961479187, 1.7842402458190918, 2.139280676841736, 1.9952659010887146, 2.4775354862213135, 3.009211301803589, 3.0382148027420044, 2.5736082792282104, 3.360276460647583]
[2025-06-02 11:21:54,865] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-06-02 11:22:10,924] [SEDG] [INFO] Epoch:89 || Train Acc@1  95.56 ( 94.31), Train Cla Loss 2.7066e+01 (3.4637e+01)
[2025-06-02 11:22:11,301] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [93.0, 89.0, 76.0, 71.0, 50.0], Val Loss  [0.18970063515007496, 0.3052492290735245, 0.780854344367981, 0.9684954583644867, 1.6766915917396545] || Best Acc@1:94.200
[2025-06-02 11:22:11,301] [SEDG] [INFO] Epoch:89 || 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 [2.1591421365737915, 2.0335007905960083, 1.9962523579597473, 2.2262836694717407, 1.9573297500610352, 2.434539318084717, 2.966885209083557, 3.005025863647461, 2.550345301628113, 3.33647882938385]
[2025-06-02 11:22:11,333] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-06-02 11:22:29,905] [SEDG] [INFO] Epoch:90 || Train Acc@1  95.28 ( 94.49), Train Cla Loss 3.0261e+01 (3.3917e+01)
[2025-06-02 11:22:30,342] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [88.0, 85.0, 75.0, 69.0, 48.0], Val Loss  [0.25615254044532776, 0.3666604459285736, 0.7624289691448212, 0.9239515662193298, 1.650997519493103] || Best Acc@1:94.200
[2025-06-02 11:22:30,342] [SEDG] [INFO] Epoch:90 || 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 [2.0837932229042053, 1.9881771206855774, 1.9809390902519226, 2.2722052335739136, 2.0429528951644897, 2.532294273376465, 3.0746809244155884, 3.1030402183532715, 2.62703275680542, 3.4248563051223755]
[2025-06-02 11:22:30,375] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-06-02 11:22:48,171] [SEDG] [INFO] Epoch:91 || Train Acc@1  92.50 ( 94.35), Train Cla Loss 3.6597e+01 (3.4573e+01)
[2025-06-02 11:22:48,563] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [88.0, 86.0, 75.0, 69.0, 49.0], Val Loss  [0.28061724454164505, 0.4218776077032089, 0.8486891984939575, 1.0535130500793457, 1.8393664360046387] || Best Acc@1:94.200
[2025-06-02 11:22:48,563] [SEDG] [INFO] Epoch:91 || 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 [2.2457168102264404, 2.07143497467041, 2.0280044078826904, 2.280138850212097, 2.0260563492774963, 2.512526750564575, 3.052564263343811, 3.0833765268325806, 2.6125892400741577, 3.4098572731018066]
[2025-06-02 11:22:48,595] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-06-02 11:23:06,020] [SEDG] [INFO] Epoch:92 || Train Acc@1  93.89 ( 94.56), Train Cla Loss 3.4938e+01 (3.3534e+01)
[2025-06-02 11:23:06,417] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [90.0, 86.0, 75.0, 69.0, 50.0], Val Loss  [0.2327091172337532, 0.3771815150976181, 0.9035420417785645, 1.1135122776031494, 1.992032766342163] || Best Acc@1:94.200
[2025-06-02 11:23:06,417] [SEDG] [INFO] Epoch:92 || 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 [2.5044138431549072, 2.3499348163604736, 2.2825348377227783, 2.500828981399536, 2.0772980451583862, 2.5100150108337402, 3.043225646018982, 3.0742347240448, 2.611015796661377, 3.421082019805908]
[2025-06-02 11:23:06,450] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-06-02 11:23:23,946] [SEDG] [INFO] Epoch:93 || Train Acc@1  95.56 ( 94.51), Train Cla Loss 2.8801e+01 (3.3239e+01)
[2025-06-02 11:23:24,348] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [90.0, 85.0, 75.0, 69.0, 48.0], Val Loss  [0.3168921172618866, 0.49545376002788544, 0.9326738119125366, 1.1371788382530212, 1.9181612730026245] || Best Acc@1:94.200
[2025-06-02 11:23:24,349] [SEDG] [INFO] Epoch:93 || 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 [2.22738516330719, 2.0141521692276, 1.9648876786231995, 2.2677175998687744, 2.063260018825531, 2.5596452951431274, 3.1075035333633423, 3.1372580528259277, 2.659430503845215, 3.473241925239563]
[2025-06-02 11:23:24,377] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-06-02 11:23:38,177] [SEDG] [INFO] Epoch:94 || Train Acc@1  96.39 ( 94.63), Train Cla Loss 2.8556e+01 (3.2999e+01)
[2025-06-02 11:23:38,566] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [88.0, 86.0, 75.0, 69.0, 50.0], Val Loss  [0.2976228892803192, 0.441327765583992, 0.8757687211036682, 1.0936781466007233, 1.8839775323867798] || Best Acc@1:94.200
[2025-06-02 11:23:38,566] [SEDG] [INFO] Epoch:94 || 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 [2.2987887859344482, 2.1421592831611633, 2.092679262161255, 2.327768325805664, 2.0201265811920166, 2.4861589670181274, 3.0217044353485107, 3.0544824600219727, 2.5919666290283203, 3.3940073251724243]
[2025-06-02 11:23:38,599] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-06-02 11:23:52,543] [SEDG] [INFO] Epoch:95 || Train Acc@1  92.50 ( 94.61), Train Cla Loss 3.8330e+01 (3.2973e+01)
[2025-06-02 11:23:52,917] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [93.0, 87.0, 76.0, 70.0, 50.0], Val Loss  [0.2634512558579445, 0.4467284381389618, 0.9252020716667175, 1.118177354335785, 1.884533941745758] || Best Acc@1:94.200
[2025-06-02 11:23:52,918] [SEDG] [INFO] Epoch:95 || 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 [2.2324050664901733, 2.0005269050598145, 1.9293177127838135, 2.173408269882202, 1.957040786743164, 2.435035228729248, 2.9651708602905273, 3.0035797357559204, 2.5523773431777954, 3.3435882329940796]
[2025-06-02 11:23:52,950] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-06-02 11:24:10,929] [SEDG] [INFO] Epoch:96 || Train Acc@1  95.00 ( 94.82), Train Cla Loss 2.7600e+01 (3.2261e+01)
[2025-06-02 11:24:11,306] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [88.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.2866026535630226, 0.43419481813907623, 0.827525794506073, 1.0221392810344696, 1.7242182493209839] || Best Acc@1:94.200
[2025-06-02 11:24:11,306] [SEDG] [INFO] Epoch:96 || 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 [2.0564334392547607, 1.8945634961128235, 1.8603160381317139, 2.1644136905670166, 2.005159556865692, 2.4916980266571045, 3.0309642553329468, 3.06648325920105, 2.6030009984970093, 3.4039316177368164]
[2025-06-02 11:24:11,344] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-06-02 11:24:29,663] [SEDG] [INFO] Epoch:97 || Train Acc@1  91.94 ( 94.74), Train Cla Loss 4.1775e+01 (3.2850e+01)
[2025-06-02 11:24:30,003] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [90.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.23148953914642334, 0.36721692979335785, 0.7778432667255402, 0.9592365622520447, 1.6386394500732422] || Best Acc@1:94.200
[2025-06-02 11:24:30,003] [SEDG] [INFO] Epoch:97 || 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 [1.9640106558799744, 1.818650722503662, 1.8104501962661743, 2.190263271331787, 2.0497149229049683, 2.546363353729248, 3.094712972640991, 3.1272077560424805, 2.6530383825302124, 3.4662044048309326]
[2025-06-02 11:24:30,035] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-06-02 11:24:49,005] [SEDG] [INFO] Epoch:98 || Train Acc@1  95.28 ( 94.74), Train Cla Loss 2.8406e+01 (3.2484e+01)
[2025-06-02 11:24:49,387] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [90.0, 86.0, 75.0, 70.0, 50.0], Val Loss  [0.25740619748830795, 0.3866640329360962, 0.755815863609314, 0.9382060766220093, 1.616965413093567] || Best Acc@1:94.200
[2025-06-02 11:24:49,387] [SEDG] [INFO] Epoch:98 || 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 [1.9699288606643677, 1.858523428440094, 1.8548096418380737, 2.185689687728882, 2.026901364326477, 2.5199942588806152, 3.0644503831863403, 3.0989617109298706, 2.630290150642395, 3.439739942550659]
[2025-06-02 11:24:49,419] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-06-02 11:25:07,640] [SEDG] [INFO] Epoch:99 || Train Acc@1  94.44 ( 95.06), Train Cla Loss 3.4451e+01 (3.1348e+01)
[2025-06-02 11:25:08,029] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [88.0, 86.0, 75.0, 69.0, 50.0], Val Loss  [0.3058840036392212, 0.4283020943403244, 0.8149109482765198, 0.9988760352134705, 1.6873289942741394] || Best Acc@1:94.200
[2025-06-02 11:25:08,029] [SEDG] [INFO] Epoch:99 || 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 [1.9992088675498962, 1.8462684750556946, 1.8268332481384277, 2.1951520442962646, 2.0482940673828125, 2.542024850845337, 3.0868483781814575, 3.117235541343689, 2.6436961889266968, 3.453596591949463]
[2025-06-02 11:25:08,061] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-02 11:25:08,531] [SEDG] [INFO] Val  Acc@1: [94.0, 96.0, 94.0, 94.0, 93.0], Val Loss  [0.27316561341285706, 0.27570246160030365, 0.2804294675588608, 0.2889185696840286, 0.3264508992433548]
[2025-06-02 11:25:08,531] [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 [0.34464503824710846, 0.34327253699302673, 0.3492077887058258, 0.30039340257644653, 0.4129636585712433, 0.5518348515033722, 0.6741527915000916, 0.8583225905895233, 1.2981826663017273, 0.9564847350120544]
[2025-06-02 11:25:08,531] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-02 11:25:08,533] [SEDG] [INFO] Val  Mean&Var: [(94.0, 0.0), (96.0, 0.0), (94.0, 1.4142151), (94.0, 2.8284264), (93.0, 0.70710754)]
[2025-06-02 11:25:08,533] [SEDG] [INFO] Test  Mean&Var: [(94.0, 1.4142151), (95.0, 0.70710754), (91.0, 2.1213207), (88.0, 2.8284283), (79.0, 2.1213207), (62.0, 0.0), (66.0, 0.0), (62.0, 2.8284264), (46.0, 4.2426414), (58.0, 4.2426395)]
