[2025-06-01 19:19:29,337] [SEDG] [INFO] 
[2025-06-01 19:19:29,338] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-01 19:20:13,365] [SEDG] [INFO] Epoch:0 || Train Acc@1  51.11 ( 50.51), Train Cla Loss 2.0505e+03 (3.0392e+03)
[2025-06-01 19:20:13,778] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [32.0, 43.0, 66.0, 68.0, 61.0], Val Loss  [1.974525272846222, 1.4681227207183838, 0.7791875898838043, 0.585756778717041, 0.6680720150470734] || Best Acc@1:54.000
[2025-06-01 19:20:13,778] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [60.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.9634138345718384, 1.7064613103866577, 2.357603669166565, 2.24102520942688, 2.889755964279175, 2.704479455947876, 2.319677233695984, 2.5028514862060547, 3.3032249212265015, 2.505974531173706]
[2025-06-01 19:20:13,807] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-01 19:20:53,144] [SEDG] [INFO] Epoch:1 || Train Acc@1  50.83 ( 50.78), Train Cla Loss 5.5019e+03 (2.9696e+03)
[2025-06-01 19:20:53,474] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [32.0, 43.0, 64.0, 67.0, 64.0], Val Loss  [1.82942795753479, 1.3611169457435608, 0.7233005166053772, 0.5749095380306244, 0.6890960335731506] || Best Acc@1:54.000
[2025-06-01 19:20:53,474] [SEDG] [INFO] Epoch:1 || 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 [1.0313830077648163, 1.8233553171157837, 2.5145816802978516, 2.392326593399048, 3.087828516960144, 2.887335181236267, 2.4757559299468994, 2.6651594638824463, 3.4913471937179565, 2.636279582977295]
[2025-06-01 19:20:53,539] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-01 19:21:59,571] [SEDG] [INFO] Epoch:2 || Train Acc@1  47.50 ( 51.07), Train Cla Loss 2.1236e+03 (2.7641e+03)
[2025-06-01 19:21:59,853] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [32.0, 43.0, 65.0, 65.0, 66.0], Val Loss  [1.6724228262901306, 1.2423022985458374, 0.6701023578643799, 0.5799291133880615, 0.7388439774513245] || Best Acc@1:54.200
[2025-06-01 19:21:59,853] [SEDG] [INFO] Epoch:2 || 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 [1.1397262215614319, 1.9907553791999817, 2.709144115447998, 2.562123656272888, 3.2890554666519165, 3.069503903388977, 2.6310523748397827, 2.8288341760635376, 3.6971713304519653, 2.800346612930298]
[2025-06-01 19:21:59,879] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-01 19:23:06,240] [SEDG] [INFO] Epoch:3 || Train Acc@1  51.67 ( 51.30), Train Cla Loss 2.2282e+03 (2.7282e+03)
[2025-06-01 19:23:06,524] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [32.0, 43.0, 66.0, 67.0, 67.0], Val Loss  [1.5485660433769226, 1.1546252965927124, 0.6353938579559326, 0.587136298418045, 0.7718702256679535] || Best Acc@1:55.000
[2025-06-01 19:23:06,524] [SEDG] [INFO] Epoch:3 || 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 [1.2044742703437805, 2.083245038986206, 2.821186900138855, 2.66511332988739, 3.4199265241622925, 3.192333698272705, 2.7376036643981934, 2.941371202468872, 3.8329426050186157, 2.898298501968384]
[2025-06-01 19:23:06,551] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-01 19:24:05,636] [SEDG] [INFO] Epoch:4 || Train Acc@1  50.56 ( 51.53), Train Cla Loss 2.1826e+03 (2.6329e+03)
[2025-06-01 19:24:06,012] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [32.0, 44.0, 69.0, 65.0, 66.0], Val Loss  [1.417170524597168, 1.0604765713214874, 0.6027268469333649, 0.6022484004497528, 0.8202240169048309] || Best Acc@1:55.200
[2025-06-01 19:24:06,012] [SEDG] [INFO] Epoch:4 || 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 [1.2890073657035828, 2.207487642765045, 2.969163179397583, 2.7972947359085083, 3.5839569568634033, 3.349258542060852, 2.8741540908813477, 3.0851175785064697, 4.007052898406982, 3.0268614292144775]
[2025-06-01 19:24:06,043] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-01 19:24:59,403] [SEDG] [INFO] Epoch:5 || Train Acc@1  54.44 ( 51.89), Train Cla Loss 1.9438e+03 (2.4869e+03)
[2025-06-01 19:24:59,794] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [32.0, 44.0, 69.0, 66.0, 66.0], Val Loss  [1.2999945282936096, 0.9795747101306915, 0.580958217382431, 0.6266698241233826, 0.8753328323364258] || Best Acc@1:55.400
[2025-06-01 19:24:59,794] [SEDG] [INFO] Epoch:5 || 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 [1.3826643824577332, 2.3484948873519897, 3.1450910568237305, 2.9608724117279053, 3.786575675010681, 3.52782940864563, 3.023786783218384, 3.2402502298355103, 4.192840337753296, 3.1670974493026733]
[2025-06-01 19:24:59,829] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-01 19:26:13,838] [SEDG] [INFO] Epoch:6 || Train Acc@1  56.67 ( 51.79), Train Cla Loss 2.2026e+03 (2.3869e+03)
[2025-06-01 19:26:14,270] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [32.0, 47.0, 71.0, 67.0, 64.0], Val Loss  [1.1859975457191467, 0.9020462334156036, 0.5629554688930511, 0.6537276804447174, 0.9315656423568726] || Best Acc@1:56.200
[2025-06-01 19:26:14,270] [SEDG] [INFO] Epoch:6 || 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 [1.4707415699958801, 2.47566294670105, 3.299402356147766, 3.10005784034729, 3.961745500564575, 3.6966447830200195, 3.1703795194625854, 3.3955529928207397, 4.384860277175903, 3.311471104621887]
[2025-06-01 19:26:14,302] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-01 19:27:16,744] [SEDG] [INFO] Epoch:7 || Train Acc@1  60.56 ( 51.98), Train Cla Loss 2.4298e+03 (2.2750e+03)
[2025-06-01 19:27:17,041] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [32.0, 50.0, 75.0, 67.0, 63.0], Val Loss  [1.0854244232177734, 0.8360385298728943, 0.55399289727211, 0.6868309378623962, 0.9940194487571716] || Best Acc@1:57.400
[2025-06-01 19:27:17,041] [SEDG] [INFO] Epoch:7 || 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 [1.5629913806915283, 2.605128049850464, 3.4500484466552734, 3.2345759868621826, 4.129268288612366, 3.8539702892303467, 3.3068294525146484, 3.5401798486709595, 4.562088489532471, 3.4409273862838745]
[2025-06-01 19:27:17,063] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-01 19:28:39,205] [SEDG] [INFO] Epoch:8 || Train Acc@1  54.72 ( 51.93), Train Cla Loss 1.4655e+03 (2.1546e+03)
[2025-06-01 19:28:39,574] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [33.0, 53.0, 76.0, 68.0, 62.0], Val Loss  [0.9796192646026611, 0.768164187669754, 0.5501559972763062, 0.7277970314025879, 1.0655647218227386] || Best Acc@1:58.400
[2025-06-01 19:28:39,574] [SEDG] [INFO] Epoch:8 || 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 [1.667723000049591, 2.756325840950012, 3.630528450012207, 3.397111654281616, 4.329203009605408, 4.0368160009384155, 3.461134195327759, 3.7005937099456787, 4.754791021347046, 3.58532178401947]
[2025-06-01 19:28:39,597] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-01 19:29:42,683] [SEDG] [INFO] Epoch:9 || Train Acc@1  51.67 ( 52.13), Train Cla Loss 1.1596e+03 (1.9652e+03)
[2025-06-01 19:29:43,018] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [34.0, 58.0, 76.0, 65.0, 59.0], Val Loss  [0.906631588935852, 0.7234624028205872, 0.5513401180505753, 0.7595392763614655, 1.1102574467658997] || Best Acc@1:58.400
[2025-06-01 19:29:43,019] [SEDG] [INFO] Epoch:9 || 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 [1.7240223288536072, 2.8286144733428955, 3.7202337980270386, 3.480974555015564, 4.4322350025177, 4.129327654838562, 3.542114019393921, 3.7864153385162354, 4.860953330993652, 3.67367684841156]
[2025-06-01 19:29:43,050] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-01 19:30:52,089] [SEDG] [INFO] Epoch:10 || Train Acc@1  50.28 ( 52.42), Train Cla Loss 2.0364e+03 (1.9218e+03)
[2025-06-01 19:30:52,467] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [35.0, 62.0, 77.0, 63.0, 58.0], Val Loss  [0.8268581628799438, 0.6748420298099518, 0.5529917776584625, 0.7931739091873169, 1.1640920639038086] || Best Acc@1:59.000
[2025-06-01 19:30:52,467] [SEDG] [INFO] Epoch:10 || 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 [1.7968537211418152, 2.9326196908950806, 3.8488311767578125, 3.6006739139556885, 4.587146759033203, 4.273951292037964, 3.6640785932540894, 3.9117584228515625, 5.008182764053345, 3.776968240737915]
[2025-06-01 19:30:52,499] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-01 19:31:59,256] [SEDG] [INFO] Epoch:11 || Train Acc@1  51.94 ( 52.83), Train Cla Loss 2.2075e+03 (1.9043e+03)
[2025-06-01 19:31:59,642] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [41.0, 65.0, 76.0, 62.0, 58.0], Val Loss  [0.7610182166099548, 0.6364221274852753, 0.5622564554214478, 0.8358516693115234, 1.2275676727294922] || Best Acc@1:60.400
[2025-06-01 19:31:59,642] [SEDG] [INFO] Epoch:11 || 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 [1.882077693939209, 3.0523964166641235, 3.9914727210998535, 3.7276339530944824, 4.739253520965576, 4.412485122680664, 3.78156840801239, 4.034642934799194, 5.158099412918091, 3.89046847820282]
[2025-06-01 19:31:59,669] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-01 19:32:41,642] [SEDG] [INFO] Epoch:12 || Train Acc@1  52.50 ( 52.80), Train Cla Loss 2.1785e+03 (1.7833e+03)
[2025-06-01 19:32:41,938] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [42.0, 66.0, 75.0, 61.0, 58.0], Val Loss  [0.7150850296020508, 0.6100251376628876, 0.5630709230899811, 0.8514930307865143, 1.2508858442306519] || Best Acc@1:60.400
[2025-06-01 19:32:41,938] [SEDG] [INFO] Epoch:12 || 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 [1.9136636853218079, 3.09860360622406, 4.055243015289307, 3.790337920188904, 4.823431015014648, 4.49482274055481, 3.852595090866089, 4.107726693153381, 5.24485969543457, 3.953303098678589]
[2025-06-01 19:32:41,972] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-01 19:33:27,510] [SEDG] [INFO] Epoch:13 || Train Acc@1  51.11 ( 53.18), Train Cla Loss 1.5293e+03 (1.6409e+03)
[2025-06-01 19:33:27,880] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [52.0, 69.0, 71.0, 58.0, 56.0], Val Loss  [0.6460098922252655, 0.5755136609077454, 0.5881649851799011, 0.9161025881767273, 1.338445007801056] || Best Acc@1:61.200
[2025-06-01 19:33:27,880] [SEDG] [INFO] Epoch:13 || 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 [2.025688350200653, 3.2543996572494507, 4.2391815185546875, 3.9576016664505005, 5.032648801803589, 4.687631130218506, 4.017742872238159, 4.28249979019165, 5.459912538528442, 4.118006944656372]
[2025-06-01 19:33:27,916] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-01 19:34:09,352] [SEDG] [INFO] Epoch:14 || Train Acc@1  47.78 ( 53.70), Train Cla Loss 1.1665e+03 (1.5662e+03)
[2025-06-01 19:34:09,696] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [64.0, 69.0, 72.0, 57.0, 56.0], Val Loss  [0.6110352575778961, 0.5564112961292267, 0.5915945768356323, 0.9324911832809448, 1.360072910785675] || Best Acc@1:63.600
[2025-06-01 19:34:09,696] [SEDG] [INFO] Epoch:14 || 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 [2.053725242614746, 3.293463706970215, 4.295719623565674, 4.014573574066162, 5.109870195388794, 4.761456727981567, 4.081553816795349, 4.3477160930633545, 5.531343936920166, 4.158323645591736]
[2025-06-01 19:34:09,713] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-01 19:35:04,716] [SEDG] [INFO] Epoch:15 || Train Acc@1  55.28 ( 54.06), Train Cla Loss 9.8149e+02 (1.4459e+03)
[2025-06-01 19:35:05,040] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [72.0, 72.0, 73.0, 57.0, 55.0], Val Loss  [0.5699079036712646, 0.5355248749256134, 0.6027767658233643, 0.9629766047000885, 1.4027504920959473] || Best Acc@1:65.800
[2025-06-01 19:35:05,041] [SEDG] [INFO] Epoch:15 || 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 [2.109180986881256, 3.3768463134765625, 4.405424475669861, 4.118943572044373, 5.248491048812866, 4.896815299987793, 4.201798915863037, 4.476680397987366, 5.689878940582275, 4.281833171844482]
[2025-06-01 19:35:05,075] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-01 19:35:55,821] [SEDG] [INFO] Epoch:16 || Train Acc@1  50.56 ( 54.49), Train Cla Loss 1.2982e+03 (1.3589e+03)
[2025-06-01 19:35:56,165] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [78.0, 75.0, 70.0, 55.0, 55.0], Val Loss  [0.5373913645744324, 0.5222703963518143, 0.6204043328762054, 0.9980630278587341, 1.4483419060707092] || Best Acc@1:66.600
[2025-06-01 19:35:56,165] [SEDG] [INFO] Epoch:16 || 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 [2.1656339168548584, 3.4542665481567383, 4.49358606338501, 4.1963396072387695, 5.340832471847534, 4.9821648597717285, 4.273498296737671, 4.55038595199585, 5.780686855316162, 4.351258039474487]
[2025-06-01 19:35:56,192] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-01 19:36:38,768] [SEDG] [INFO] Epoch:17 || Train Acc@1  47.50 ( 54.42), Train Cla Loss 1.4615e+03 (1.2201e+03)
[2025-06-01 19:36:39,085] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [83.0, 79.0, 68.0, 52.0, 54.0], Val Loss  [0.5102992951869965, 0.5108005255460739, 0.6338956356048584, 1.0261428356170654, 1.4836761355400085] || Best Acc@1:67.200
[2025-06-01 19:36:39,085] [SEDG] [INFO] Epoch:17 || 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 [2.2097582817077637, 3.5204654932022095, 4.585289478302002, 4.288453936576843, 5.465647459030151, 5.101982593536377, 4.378332018852234, 4.661451578140259, 5.915108680725098, 4.450493574142456]
[2025-06-01 19:36:39,120] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-01 19:37:26,631] [SEDG] [INFO] Epoch:18 || Train Acc@1  56.11 ( 55.28), Train Cla Loss 1.6333e+03 (1.1281e+03)
[2025-06-01 19:37:27,054] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [85.0, 81.0, 67.0, 50.0, 54.0], Val Loss  [0.4876464605331421, 0.49902014434337616, 0.6379908919334412, 1.0394313335418701, 1.5028101205825806] || Best Acc@1:67.400
[2025-06-01 19:37:27,054] [SEDG] [INFO] Epoch:18 || 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 [2.234496831893921, 3.5559604167938232, 4.63593316078186, 4.3372920751571655, 5.533688306808472, 5.172537803649902, 4.4421855211257935, 4.728848814964294, 5.994582176208496, 4.509178996086121]
[2025-06-01 19:37:27,087] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-01 19:38:10,990] [SEDG] [INFO] Epoch:19 || Train Acc@1  55.56 ( 55.40), Train Cla Loss 8.9809e+02 (1.0514e+03)
[2025-06-01 19:38:11,331] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [89.0, 81.0, 64.0, 48.0, 54.0], Val Loss  [0.46758899092674255, 0.4938207119703293, 0.658484548330307, 1.0743025541305542, 1.5440626740455627] || Best Acc@1:67.400
[2025-06-01 19:38:11,333] [SEDG] [INFO] Epoch:19 || 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 [2.2820135354995728, 3.618463397026062, 4.709446430206299, 4.405972480773926, 5.617753267288208, 5.246721029281616, 4.506292462348938, 4.797215461730957, 6.077415466308594, 4.572932481765747]
[2025-06-01 19:38:11,383] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-01 19:39:09,781] [SEDG] [INFO] Epoch:20 || Train Acc@1  53.89 ( 55.69), Train Cla Loss 8.9071e+02 (9.5413e+02)
[2025-06-01 19:39:10,073] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [89.0, 84.0, 63.0, 49.0, 54.0], Val Loss  [0.45259685814380646, 0.4863519072532654, 0.6601344645023346, 1.08091801404953, 1.5568153262138367] || Best Acc@1:67.800
[2025-06-01 19:39:10,073] [SEDG] [INFO] Epoch:20 || 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 [2.301510214805603, 3.652323365211487, 4.758063316345215, 4.454605340957642, 5.691854238510132, 5.3278162479400635, 4.579176664352417, 4.873288869857788, 6.1655144691467285, 4.626238584518433]
[2025-06-01 19:39:10,097] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-01 19:40:07,303] [SEDG] [INFO] Epoch:21 || Train Acc@1  59.44 ( 56.31), Train Cla Loss 5.7860e+02 (8.6222e+02)
[2025-06-01 19:40:07,551] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [89.0, 85.0, 59.0, 48.0, 54.0], Val Loss  [0.43553707003593445, 0.48232096433639526, 0.678979903459549, 1.1116705238819122, 1.59652578830719] || Best Acc@1:67.800
[2025-06-01 19:40:07,551] [SEDG] [INFO] Epoch:21 || 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 [2.3514413833618164, 3.726172924041748, 4.84963583946228, 4.539891958236694, 5.799054384231567, 5.42468786239624, 4.661316871643066, 4.9603564739227295, 6.271126747131348, 4.711891174316406]
[2025-06-01 19:40:07,580] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-01 19:40:48,947] [SEDG] [INFO] Epoch:22 || Train Acc@1  54.72 ( 56.62), Train Cla Loss 6.8434e+02 (7.7829e+02)
[2025-06-01 19:40:49,247] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [90.0, 86.0, 61.0, 49.0, 54.0], Val Loss  [0.42689917981624603, 0.47539184987545013, 0.6708214282989502, 1.100192368030548, 1.5801633596420288] || Best Acc@1:68.000
[2025-06-01 19:40:49,247] [SEDG] [INFO] Epoch:22 || 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 [2.329186201095581, 3.6966969966888428, 4.82932710647583, 4.52890157699585, 5.7948317527771, 5.427424907684326, 4.669188976287842, 4.969326972961426, 6.280491352081299, 4.717970132827759]
[2025-06-01 19:40:49,278] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-01 19:41:39,562] [SEDG] [INFO] Epoch:23 || Train Acc@1  54.44 ( 57.17), Train Cla Loss 5.7412e+02 (6.9651e+02)
[2025-06-01 19:41:40,097] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [87.0, 84.0, 59.0, 48.0, 54.0], Val Loss  [0.41756127774715424, 0.47327613830566406, 0.679349809885025, 1.1128742694854736, 1.596001923084259] || Best Acc@1:68.000
[2025-06-01 19:41:40,098] [SEDG] [INFO] Epoch:23 || 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 [2.347568154335022, 3.7240079641342163, 4.864827871322632, 4.564859867095947, 5.843049764633179, 5.473405122756958, 4.709415435791016, 5.011748552322388, 6.327827453613281, 4.749652862548828]
[2025-06-01 19:41:40,143] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-01 19:42:30,802] [SEDG] [INFO] Epoch:24 || Train Acc@1  56.67 ( 57.94), Train Cla Loss 7.1490e+02 (6.0301e+02)
[2025-06-01 19:42:31,133] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [87.0, 84.0, 58.0, 48.0, 54.0], Val Loss  [0.40828271210193634, 0.4723610281944275, 0.6909980773925781, 1.1281771063804626, 1.6135883331298828] || Best Acc@1:68.000
[2025-06-01 19:42:31,134] [SEDG] [INFO] Epoch:24 || 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 [2.3669073581695557, 3.7515839338302612, 4.900680065155029, 4.601771831512451, 5.8990478515625, 5.530642986297607, 4.762541890144348, 5.070666074752808, 6.397970199584961, 4.801570415496826]
[2025-06-01 19:42:31,208] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-01 19:43:28,911] [SEDG] [INFO] Epoch:25 || Train Acc@1  54.72 ( 58.33), Train Cla Loss 5.7045e+02 (5.4120e+02)
[2025-06-01 19:43:29,180] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [87.0, 85.0, 61.0, 49.0, 54.0], Val Loss  [0.4028607904911041, 0.4650455713272095, 0.6781435608863831, 1.1097200512886047, 1.5968499183654785] || Best Acc@1:68.000
[2025-06-01 19:43:29,180] [SEDG] [INFO] Epoch:25 || 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 [2.3493093252182007, 3.7358733415603638, 4.896286964416504, 4.60438084602356, 5.9111151695251465, 5.551102161407471, 4.781829118728638, 5.08821439743042, 6.415204286575317, 4.802924633026123]
[2025-06-01 19:43:29,209] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-01 19:44:14,601] [SEDG] [INFO] Epoch:26 || Train Acc@1  56.67 ( 59.17), Train Cla Loss 4.0047e+02 (4.6619e+02)
[2025-06-01 19:44:15,050] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [87.0, 83.0, 60.0, 49.0, 54.0], Val Loss  [0.398123562335968, 0.4645863473415375, 0.6821418702602386, 1.1139053106307983, 1.597505509853363] || Best Acc@1:68.000
[2025-06-01 19:44:15,050] [SEDG] [INFO] Epoch:26 || 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 [2.3463627099990845, 3.7257426977157593, 4.882115125656128, 4.592923879623413, 5.896873950958252, 5.53632378578186, 4.772629737854004, 5.081045150756836, 6.406625509262085, 4.80526065826416]
[2025-06-01 19:44:15,081] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-01 19:45:02,992] [SEDG] [INFO] Epoch:27 || Train Acc@1  61.39 ( 59.71), Train Cla Loss 3.8683e+02 (4.0117e+02)
[2025-06-01 19:45:03,251] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [87.0, 83.0, 61.0, 49.0, 54.0], Val Loss  [0.3926019072532654, 0.4617840051651001, 0.6804549694061279, 1.1079384982585907, 1.588243007659912] || Best Acc@1:68.000
[2025-06-01 19:45:03,251] [SEDG] [INFO] Epoch:27 || 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 [2.331944227218628, 3.708659291267395, 4.868319034576416, 4.583983659744263, 5.894055604934692, 5.541341066360474, 4.781219720840454, 5.09234094619751, 6.417762279510498, 4.810341835021973]
[2025-06-01 19:45:03,279] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-01 19:45:52,199] [SEDG] [INFO] Epoch:28 || Train Acc@1  60.56 ( 60.54), Train Cla Loss 3.4962e+02 (3.5061e+02)
[2025-06-01 19:45:52,584] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [86.0, 82.0, 61.0, 49.0, 54.0], Val Loss  [0.389550045132637, 0.4599783718585968, 0.6747269928455353, 1.095553308725357, 1.572588860988617] || Best Acc@1:68.000
[2025-06-01 19:45:52,584] [SEDG] [INFO] Epoch:28 || 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 [2.310707211494446, 3.680696487426758, 4.834323167800903, 4.5530476570129395, 5.859483480453491, 5.515608310699463, 4.760828018188477, 5.070199012756348, 6.387973308563232, 4.78650975227356]
[2025-06-01 19:45:52,605] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-01 19:46:42,466] [SEDG] [INFO] Epoch:29 || Train Acc@1  62.78 ( 61.30), Train Cla Loss 3.1313e+02 (3.1527e+02)
[2025-06-01 19:46:42,763] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [87.0, 80.0, 61.0, 49.0, 54.0], Val Loss  [0.3863374590873718, 0.4587826579809189, 0.675295889377594, 1.091619849205017, 1.5620048642158508] || Best Acc@1:68.000
[2025-06-01 19:46:42,765] [SEDG] [INFO] Epoch:29 || 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 [2.291030764579773, 3.651053309440613, 4.8054094314575195, 4.530710458755493, 5.835536241531372, 5.494814157485962, 4.746730804443359, 5.057168006896973, 6.37066912651062, 4.778543591499329]
[2025-06-01 19:46:42,837] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-01 19:47:46,998] [SEDG] [INFO] Epoch:30 || Train Acc@1  61.67 ( 61.51), Train Cla Loss 3.0422e+02 (3.0047e+02)
[2025-06-01 19:47:47,275] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [87.0, 81.0, 61.0, 49.0, 54.0], Val Loss  [0.38522523641586304, 0.4573393911123276, 0.6667993664741516, 1.0718139111995697, 1.5356234908103943] || Best Acc@1:68.000
[2025-06-01 19:47:47,275] [SEDG] [INFO] Epoch:30 || 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 [2.253910183906555, 3.5965678691864014, 4.7359325885772705, 4.4682297706604, 5.765399932861328, 5.44056510925293, 4.704453706741333, 5.012861967086792, 6.311267614364624, 4.724223852157593]
[2025-06-01 19:47:47,292] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-01 19:48:42,428] [SEDG] [INFO] Epoch:31 || Train Acc@1  64.17 ( 61.99), Train Cla Loss 2.8140e+02 (2.7940e+02)
[2025-06-01 19:48:42,892] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [86.0, 76.0, 61.0, 49.0, 54.0], Val Loss  [0.38367655873298645, 0.4586571156978607, 0.6700169146060944, 1.0695472359657288, 1.5302451848983765] || Best Acc@1:68.000
[2025-06-01 19:48:42,892] [SEDG] [INFO] Epoch:31 || 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 [2.240820050239563, 3.571011543273926, 4.698541879653931, 4.433501839637756, 5.724398612976074, 5.4030585289001465, 4.671196937561035, 4.977080583572388, 6.263295412063599, 4.690786123275757]
[2025-06-01 19:48:42,925] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-01 19:49:32,657] [SEDG] [INFO] Epoch:32 || Train Acc@1  65.83 ( 62.79), Train Cla Loss 2.4324e+02 (2.5952e+02)
[2025-06-01 19:49:32,926] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [86.0, 77.0, 63.0, 49.0, 55.0], Val Loss  [0.3822412043809891, 0.45380039513111115, 0.6529863178730011, 1.040670245885849, 1.4921923279762268] || Best Acc@1:68.000
[2025-06-01 19:49:32,926] [SEDG] [INFO] Epoch:32 || 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 [2.192674219608307, 3.5065603256225586, 4.627062082290649, 4.37088418006897, 5.648209571838379, 5.334460020065308, 4.617388963699341, 4.9238502979278564, 6.19672966003418, 4.645335912704468]
[2025-06-01 19:49:32,963] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-01 19:50:25,751] [SEDG] [INFO] Epoch:33 || Train Acc@1  66.67 ( 63.12), Train Cla Loss 2.1567e+02 (2.4181e+02)
[2025-06-01 19:50:26,179] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [86.0, 76.0, 63.0, 49.0, 55.0], Val Loss  [0.3808169662952423, 0.4540698826313019, 0.6538285315036774, 1.0360879004001617, 1.4802367687225342] || Best Acc@1:68.000
[2025-06-01 19:50:26,179] [SEDG] [INFO] Epoch:33 || 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 [2.169775903224945, 3.4702953100204468, 4.580745816230774, 4.328586101531982, 5.603631496429443, 5.302829265594482, 4.593445777893066, 4.897951364517212, 6.160447359085083, 4.609231472015381]
[2025-06-01 19:50:26,210] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-01 19:51:18,431] [SEDG] [INFO] Epoch:34 || Train Acc@1  66.39 ( 64.39), Train Cla Loss 2.2430e+02 (2.2029e+02)
[2025-06-01 19:51:18,761] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [86.0, 76.0, 63.0, 49.0, 55.0], Val Loss  [0.3811151683330536, 0.4514176845550537, 0.6398627758026123, 1.0094698071479797, 1.4401059746742249] || Best Acc@1:68.000
[2025-06-01 19:51:18,761] [SEDG] [INFO] Epoch:34 || 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 [2.112882912158966, 3.3805352449417114, 4.470975160598755, 4.230105042457581, 5.481568098068237, 5.191555500030518, 4.501617193222046, 4.801901340484619, 6.038084506988525, 4.51636004447937]
[2025-06-01 19:51:18,788] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-01 19:52:43,975] [SEDG] [INFO] Epoch:35 || Train Acc@1  66.11 ( 65.04), Train Cla Loss 1.9553e+02 (2.0640e+02)
[2025-06-01 19:52:44,221] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [86.0, 77.0, 63.0, 49.0, 55.0], Val Loss  [0.3817066103219986, 0.451460137963295, 0.6343064308166504, 0.9938463270664215, 1.4151005148887634] || Best Acc@1:68.000
[2025-06-01 19:52:44,221] [SEDG] [INFO] Epoch:35 || 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 [2.0754634141921997, 3.324690103530884, 4.4032301902771, 4.169742703437805, 5.410803318023682, 5.127862215042114, 4.448822259902954, 4.748119831085205, 5.9688239097595215, 4.466617822647095]
[2025-06-01 19:52:44,252] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-01 19:53:41,433] [SEDG] [INFO] Epoch:36 || Train Acc@1  62.22 ( 65.75), Train Cla Loss 2.0969e+02 (1.9078e+02)
[2025-06-01 19:53:41,697] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [86.0, 79.0, 64.0, 50.0, 56.0], Val Loss  [0.38268183171749115, 0.4492948204278946, 0.6219670474529266, 0.9674782752990723, 1.3781002163887024] || Best Acc@1:68.000
[2025-06-01 19:53:41,697] [SEDG] [INFO] Epoch:36 || 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 [2.022093415260315, 3.250212073326111, 4.3117064237594604, 4.086072564125061, 5.30267858505249, 5.026161432266235, 4.360261678695679, 4.651388883590698, 5.842504501342773, 4.3658095598220825]
[2025-06-01 19:53:41,729] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-01 19:56:06,108] [SEDG] [INFO] Epoch:37 || Train Acc@1  67.22 ( 66.32), Train Cla Loss 1.8031e+02 (1.7862e+02)
[2025-06-01 19:56:06,525] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [86.0, 79.0, 64.0, 50.0, 56.0], Val Loss  [0.3850434869527817, 0.4506617486476898, 0.6182743012905121, 0.9551717340946198, 1.3551111221313477] || Best Acc@1:68.000
[2025-06-01 19:56:06,525] [SEDG] [INFO] Epoch:37 || 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 [1.9852895140647888, 3.18633496761322, 4.22782576084137, 4.010228753089905, 5.2163004875183105, 4.951969623565674, 4.300618886947632, 4.592215538024902, 5.768854379653931, 4.313458681106567]
[2025-06-01 19:56:06,557] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-01 19:56:59,401] [SEDG] [INFO] Epoch:38 || Train Acc@1  62.78 ( 67.14), Train Cla Loss 1.7399e+02 (1.6574e+02)
[2025-06-01 19:56:59,735] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [87.0, 85.0, 66.0, 51.0, 56.0], Val Loss  [0.3863821029663086, 0.4450898915529251, 0.5952525734901428, 0.9146429598331451, 1.2986372709274292] || Best Acc@1:69.000
[2025-06-01 19:56:59,736] [SEDG] [INFO] Epoch:38 || 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 [1.9075352549552917, 3.0744404792785645, 4.095858693122864, 3.887516498565674, 5.059440851211548, 4.808461546897888, 4.1791030168533325, 4.462212800979614, 5.607185363769531, 4.194136381149292]
[2025-06-01 19:56:59,768] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-01 19:58:16,509] [SEDG] [INFO] Epoch:39 || Train Acc@1  66.94 ( 68.19), Train Cla Loss 1.4684e+02 (1.5342e+02)
[2025-06-01 19:58:16,741] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [86.0, 84.0, 66.0, 51.0, 56.0], Val Loss  [0.38990527391433716, 0.44867734611034393, 0.5962606370449066, 0.9084639549255371, 1.2828654050827026] || Best Acc@1:69.000
[2025-06-01 19:58:16,742] [SEDG] [INFO] Epoch:39 || 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 [1.877450406551361, 3.018613576889038, 4.014666318893433, 3.811604142189026, 4.960331916809082, 4.710617303848267, 4.092755675315857, 4.368829965591431, 5.486496925354004, 4.102876305580139]
[2025-06-01 19:58:16,769] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-01 19:59:11,900] [SEDG] [INFO] Epoch:40 || Train Acc@1  70.00 ( 68.96), Train Cla Loss 1.3237e+02 (1.4639e+02)
[2025-06-01 19:59:12,277] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [86.0, 82.0, 66.0, 51.0, 56.0], Val Loss  [0.39320215582847595, 0.45113228261470795, 0.5903028249740601, 0.8898327648639679, 1.2501214146614075] || Best Acc@1:69.000
[2025-06-01 19:59:12,278] [SEDG] [INFO] Epoch:40 || 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 [1.8253509402275085, 2.934699535369873, 3.901499629020691, 3.7032371759414673, 4.820840954780579, 4.58217978477478, 3.9831756353378296, 4.253974437713623, 5.3437113761901855, 3.9970626831054688]
[2025-06-01 19:59:12,299] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-01 20:00:02,898] [SEDG] [INFO] Epoch:41 || Train Acc@1  68.89 ( 69.13), Train Cla Loss 1.4874e+02 (1.4037e+02)
[2025-06-01 20:00:03,269] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [86.0, 88.0, 66.0, 51.0, 56.0], Val Loss  [0.39616963267326355, 0.44894008338451385, 0.5741304159164429, 0.8583805859088898, 1.2075513005256653] || Best Acc@1:69.400
[2025-06-01 20:00:03,269] [SEDG] [INFO] Epoch:41 || 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 [1.7676259279251099, 2.8564305305480957, 3.806366205215454, 3.6153801679611206, 4.71285343170166, 4.486443638801575, 3.9007593393325806, 4.164039611816406, 5.227149486541748, 3.9024590253829956]
[2025-06-01 20:00:03,290] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-01 20:01:07,694] [SEDG] [INFO] Epoch:42 || Train Acc@1  69.72 ( 69.78), Train Cla Loss 1.2605e+02 (1.3520e+02)
[2025-06-01 20:01:07,972] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [86.0, 82.0, 66.0, 51.0, 56.0], Val Loss  [0.40099774301052094, 0.45719464123249054, 0.5856253504753113, 0.862707108259201, 1.1965015530586243] || Best Acc@1:69.400
[2025-06-01 20:01:07,972] [SEDG] [INFO] Epoch:42 || 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 [1.7363532781600952, 2.789679527282715, 3.7115920782089233, 3.527641773223877, 4.600545883178711, 4.376452684402466, 3.8066197633743286, 4.067460417747498, 5.106158256530762, 3.8184893131256104]
[2025-06-01 20:01:07,996] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-01 20:02:04,797] [SEDG] [INFO] Epoch:43 || Train Acc@1  69.44 ( 70.54), Train Cla Loss 1.3759e+02 (1.2977e+02)
[2025-06-01 20:02:05,112] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [87.0, 88.0, 69.0, 53.0, 56.0], Val Loss  [0.403908908367157, 0.45072898268699646, 0.5560780167579651, 0.8134156465530396, 1.12894606590271] || Best Acc@1:70.600
[2025-06-01 20:02:05,112] [SEDG] [INFO] Epoch:43 || 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 [1.645801067352295, 2.663338780403137, 3.5642131567001343, 3.3908379077911377, 4.425394535064697, 4.21869969367981, 3.672423839569092, 3.9226021766662598, 4.927349805831909, 3.680627465248108]
[2025-06-01 20:02:05,144] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-01 20:02:56,759] [SEDG] [INFO] Epoch:44 || Train Acc@1  73.33 ( 71.04), Train Cla Loss 1.1723e+02 (1.2568e+02)
[2025-06-01 20:02:57,116] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [87.0, 88.0, 69.0, 53.0, 56.0], Val Loss  [0.4081990122795105, 0.4549909681081772, 0.5590556561946869, 0.811320036649704, 1.1194592118263245] || Best Acc@1:70.600
[2025-06-01 20:02:57,116] [SEDG] [INFO] Epoch:44 || 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 [1.6247267723083496, 2.6227623224258423, 3.5016837120056152, 3.331098437309265, 4.349691867828369, 4.145265460014343, 3.609485149383545, 3.8581526279449463, 4.845568418502808, 3.6219838857650757]
[2025-06-01 20:02:57,141] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-01 20:03:48,832] [SEDG] [INFO] Epoch:45 || Train Acc@1  73.06 ( 71.01), Train Cla Loss 1.1758e+02 (1.2443e+02)
[2025-06-01 20:03:49,188] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [87.0, 88.0, 70.0, 54.0, 57.0], Val Loss  [0.41406024992465973, 0.45621858537197113, 0.548783928155899, 0.7887158691883087, 1.081610232591629] || Best Acc@1:71.200
[2025-06-01 20:03:49,188] [SEDG] [INFO] Epoch:45 || 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 [1.5672884583473206, 2.5290607213974, 3.38125216960907, 3.2181323766708374, 4.201763987541199, 4.00565242767334, 3.4888687133789062, 3.7284871339797974, 4.682283401489258, 3.497879981994629]
[2025-06-01 20:03:49,221] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-01 20:04:39,035] [SEDG] [INFO] Epoch:46 || Train Acc@1  70.00 ( 71.48), Train Cla Loss 1.2544e+02 (1.2141e+02)
[2025-06-01 20:04:39,392] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [87.0, 88.0, 69.0, 54.0, 57.0], Val Loss  [0.4171202778816223, 0.45938195288181305, 0.5494822263717651, 0.7824822068214417, 1.0678565502166748] || Best Acc@1:71.200
[2025-06-01 20:04:39,392] [SEDG] [INFO] Epoch:46 || 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 [1.5418644547462463, 2.488008141517639, 3.3256767988204956, 3.1657164096832275, 4.138201594352722, 3.9494043588638306, 3.4403940439224243, 3.6766098737716675, 4.616185903549194, 3.4458510875701904]
[2025-06-01 20:04:39,425] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-01 20:05:29,529] [SEDG] [INFO] Epoch:47 || Train Acc@1  73.33 ( 71.32), Train Cla Loss 1.1774e+02 (1.2120e+02)
[2025-06-01 20:05:29,894] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [87.0, 88.0, 69.0, 53.0, 56.0], Val Loss  [0.4200860857963562, 0.46472543478012085, 0.5572813451290131, 0.7858196496963501, 1.061050146818161] || Best Acc@1:71.200
[2025-06-01 20:05:29,894] [SEDG] [INFO] Epoch:47 || 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 [1.5188868641853333, 2.4377881288528442, 3.2460869550704956, 3.0879486799240112, 4.03217625617981, 3.8444327116012573, 3.347827196121216, 3.577598214149475, 4.491879940032959, 3.3545557260513306]
[2025-06-01 20:05:29,932] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-01 20:06:22,741] [SEDG] [INFO] Epoch:48 || Train Acc@1  71.67 ( 71.43), Train Cla Loss 1.1993e+02 (1.2034e+02)
[2025-06-01 20:06:23,076] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [86.0, 88.0, 69.0, 53.0, 56.0], Val Loss  [0.4255659580230713, 0.4682106077671051, 0.5575681924819946, 0.7800423502922058, 1.0445139408111572] || Best Acc@1:71.200
[2025-06-01 20:06:23,076] [SEDG] [INFO] Epoch:48 || 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 [1.4882381558418274, 2.38013231754303, 3.1687378883361816, 3.0153167247772217, 3.9389052391052246, 3.755245566368103, 3.271862268447876, 3.497677445411682, 4.392969250679016, 3.2843856811523438]
[2025-06-01 20:06:23,105] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-01 20:07:13,980] [SEDG] [INFO] Epoch:49 || Train Acc@1  69.72 ( 71.43), Train Cla Loss 1.3287e+02 (1.1950e+02)
[2025-06-01 20:07:14,343] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [86.0, 88.0, 69.0, 53.0, 56.0], Val Loss  [0.42905014753341675, 0.47066202759742737, 0.5551373064517975, 0.7711571753025055, 1.0278134644031525] || Best Acc@1:71.200
[2025-06-01 20:07:14,343] [SEDG] [INFO] Epoch:49 || 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 [1.460584580898285, 2.3357208967208862, 3.1086658239364624, 2.958248734474182, 3.867753028869629, 3.6893309354782104, 3.2158905267715454, 3.439737558364868, 4.321132063865662, 3.234263241291046]
[2025-06-01 20:07:14,375] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-01 20:07:14,774] [SEDG] [INFO] Val  Acc@1: [87.0, 88.0, 70.0, 54.0, 57.0], Val Loss  [0.41406023502349854, 0.45621858537197113, 0.5487839877605438, 0.7887158095836639, 1.0816102623939514]
[2025-06-01 20:07:14,774] [SEDG] [INFO] 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 [1.56728857755661, 2.529060125350952, 3.381252408027649, 3.218132972717285, 4.201763391494751, 4.005653023719788, 3.4888683557510376, 3.728487014770508, 4.682283163070679, 3.4978792667388916]
[2025-06-01 20:07:14,774] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-01 20:07:14,780] [SEDG] [INFO] Val  Mean&Var: [(87.0, 3.535534), (88.0, 1.4142132), (70.0, 2.8284264), (54.0, 2.8284283), (57.0, 0.70710754)]
[2025-06-01 20:07:14,781] [SEDG] [INFO] Test  Mean&Var: [(57.0, 2.1213207), (51.0, 2.1213188), (49.0, 2.1213207), (56.0, 1.4142151), (45.0, 2.1213217), (51.0, 4.949748), (58.0, 2.8284283), (55.0, 7.7781744), (45.0, 2.1213217), (56.0, 2.8284264)]
