[2025-06-01 21:04:34,139] [SEDG] [INFO] 
[2025-06-01 21:04:34,139] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-01 21:06:23,219] [SEDG] [INFO] Epoch:0 || Train Acc@1  55.00 ( 50.76), Train Cla Loss 2.5189e+03 (3.0948e+03)
[2025-06-01 21:06:23,638] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [32.0, 43.0, 66.0, 69.0, 61.0], Val Loss  [1.9997958540916443, 1.489555835723877, 0.7882119119167328, 0.5862507522106171, 0.6596443057060242] || Best Acc@1:54.200
[2025-06-01 21:06:23,638] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [61.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.9422433078289032, 1.6728610396385193, 2.3251739740371704, 2.220642328262329, 2.873079538345337, 2.688720464706421, 2.3080605268478394, 2.4918776750564575, 3.2869064807891846, 2.4900161623954773]
[2025-06-01 21:06:23,667] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-01 21:07:52,447] [SEDG] [INFO] Epoch:1 || Train Acc@1  58.89 ( 51.02), Train Cla Loss 4.4110e+03 (2.8784e+03)
[2025-06-01 21:07:52,781] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [32.0, 43.0, 64.0, 67.0, 64.0], Val Loss  [1.8375643491744995, 1.364687740802765, 0.7252632975578308, 0.5785582661628723, 0.6952216625213623] || Best Acc@1:54.200
[2025-06-01 21:07:52,782] [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 [1.0402944087982178, 1.833186686038971, 2.519018292427063, 2.3930423259735107, 3.080179452896118, 2.8714027404785156, 2.4601610898971558, 2.6487830877304077, 3.4743125438690186, 2.6347872018814087]
[2025-06-01 21:07:52,820] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-01 21:09:20,448] [SEDG] [INFO] Epoch:2 || Train Acc@1  50.28 ( 50.83), Train Cla Loss 2.4877e+03 (2.8448e+03)
[2025-06-01 21:09:20,718] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [32.0, 43.0, 65.0, 65.0, 66.0], Val Loss  [1.6893689036369324, 1.255519986152649, 0.6755033135414124, 0.57996866106987, 0.7341358363628387] || Best Acc@1:54.200
[2025-06-01 21:09:20,719] [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 [1.1299514174461365, 1.9748555421829224, 2.689966559410095, 2.54471755027771, 3.270397901535034, 3.0589014291763306, 2.6254098415374756, 2.8249452114105225, 3.693023920059204, 2.792885422706604]
[2025-06-01 21:09:20,749] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-01 21:10:53,793] [SEDG] [INFO] Epoch:3 || Train Acc@1  50.83 ( 51.36), Train Cla Loss 1.8851e+03 (2.6306e+03)
[2025-06-01 21:10:54,080] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [32.0, 43.0, 66.0, 67.0, 66.0], Val Loss  [1.554825484752655, 1.1590434312820435, 0.6377429962158203, 0.5871365666389465, 0.7704274356365204] || Best Acc@1:54.800
[2025-06-01 21:10:54,080] [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 [1.202223002910614, 2.084579110145569, 2.8276158571243286, 2.673567533493042, 3.43328595161438, 3.2068376541137695, 2.7500845193862915, 2.9542181491851807, 3.8467286825180054, 2.9051774740219116]
[2025-06-01 21:10:54,127] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-01 21:12:21,952] [SEDG] [INFO] Epoch:4 || Train Acc@1  48.89 ( 51.51), Train Cla Loss 2.1540e+03 (2.5394e+03)
[2025-06-01 21:12:22,239] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [32.0, 44.0, 69.0, 65.0, 66.0], Val Loss  [1.4142834544181824, 1.058785766363144, 0.6025949418544769, 0.6054753959178925, 0.8280313313007355] || Best Acc@1:55.200
[2025-06-01 21:12:22,239] [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 [1.3065926432609558, 2.2435887455940247, 3.0220550298690796, 2.850819706916809, 3.6552319526672363, 3.4117685556411743, 2.926421880722046, 3.1399435997009277, 4.073498725891113, 3.081022024154663]
[2025-06-01 21:12:22,266] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-01 21:13:44,552] [SEDG] [INFO] Epoch:5 || Train Acc@1  50.00 ( 51.74), Train Cla Loss 2.5091e+03 (2.5048e+03)
[2025-06-01 21:13:44,916] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [32.0, 44.0, 69.0, 66.0, 66.0], Val Loss  [1.3010680079460144, 0.9800005853176117, 0.5811119973659515, 0.6272770762443542, 0.8781850337982178] || Best Acc@1:55.400
[2025-06-01 21:13:44,916] [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 [1.387451171875, 2.35556697845459, 3.14953875541687, 2.9621002674102783, 3.7886416912078857, 3.53422212600708, 3.0304110050201416, 3.248770833015442, 4.206897974014282, 3.1793121099472046]
[2025-06-01 21:13:44,952] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-01 21:15:17,262] [SEDG] [INFO] Epoch:6 || Train Acc@1  49.17 ( 52.13), Train Cla Loss 1.4981e+03 (2.3717e+03)
[2025-06-01 21:15:17,550] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [32.0, 47.0, 71.0, 66.0, 64.0], Val Loss  [1.180346429347992, 0.8981723785400391, 0.5633347034454346, 0.6562525928020477, 0.9363640546798706] || Best Acc@1:56.000
[2025-06-01 21:15:17,550] [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 [1.477461338043213, 2.483517050743103, 3.3049992322921753, 3.1032499074935913, 3.965437412261963, 3.698786735534668, 3.1708741188049316, 3.395186185836792, 4.383476495742798, 3.310807228088379]
[2025-06-01 21:15:17,584] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-01 21:16:47,659] [SEDG] [INFO] Epoch:7 || Train Acc@1  51.39 ( 52.11), Train Cla Loss 4.0638e+03 (2.2665e+03)
[2025-06-01 21:16:48,108] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [32.0, 50.0, 75.0, 67.0, 64.0], Val Loss  [1.087269127368927, 0.8369246423244476, 0.5522927343845367, 0.6812963783740997, 0.9837177693843842] || Best Acc@1:57.600
[2025-06-01 21:16:48,108] [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 [1.5491074919700623, 2.589595675468445, 3.439544439315796, 3.2300039529800415, 4.129006743431091, 3.853664517402649, 3.3062944412231445, 3.5377827882766724, 4.554876923561096, 3.4406728744506836]
[2025-06-01 21:16:48,137] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-01 21:19:50,513] [SEDG] [INFO] Epoch:8 || Train Acc@1  55.28 ( 52.20), Train Cla Loss 2.7726e+03 (2.1439e+03)
[2025-06-01 21:19:50,915] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [33.0, 53.0, 76.0, 68.0, 62.0], Val Loss  [0.9833753108978271, 0.7695930898189545, 0.5513027012348175, 0.7303642928600311, 1.0657424926757812] || Best Acc@1:58.400
[2025-06-01 21:19:50,915] [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 [1.6656247973442078, 2.753438949584961, 3.6325312852859497, 3.4019031524658203, 4.332876682281494, 4.031818509101868, 3.4538254737854004, 3.690661907196045, 4.744305610656738, 3.590580105781555]
[2025-06-01 21:19:50,942] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-01 21:22:53,680] [SEDG] [INFO] Epoch:9 || Train Acc@1  51.67 ( 52.37), Train Cla Loss 3.2143e+03 (2.0499e+03)
[2025-06-01 21:22:54,024] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [34.0, 59.0, 76.0, 63.0, 59.0], Val Loss  [0.8949021100997925, 0.7170017063617706, 0.5545705705881119, 0.7681400775909424, 1.122869998216629] || Best Acc@1:58.400
[2025-06-01 21:22:54,025] [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 [1.7435271739959717, 2.8587913513183594, 3.7547953128814697, 3.511775255203247, 4.472495198249817, 4.164322257041931, 3.569719910621643, 3.814424157142639, 4.8940794467926025, 3.6990638971328735]
[2025-06-01 21:22:54,060] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-01 21:26:07,529] [SEDG] [INFO] Epoch:10 || Train Acc@1  55.28 ( 52.69), Train Cla Loss 2.5182e+03 (1.9220e+03)
[2025-06-01 21:26:07,846] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [35.0, 62.0, 77.0, 63.0, 58.0], Val Loss  [0.8259378373622894, 0.6745482385158539, 0.5545109212398529, 0.7966702878475189, 1.1679679155349731] || Best Acc@1:59.000
[2025-06-01 21:26:07,846] [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 [1.8027388453483582, 2.9413273334503174, 3.8598642349243164, 3.61050546169281, 4.598891854286194, 4.285220623016357, 3.672165274620056, 3.918817639350891, 5.01531457901001, 3.7784149646759033]
[2025-06-01 21:26:07,864] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-01 21:29:11,551] [SEDG] [INFO] Epoch:11 || Train Acc@1  50.56 ( 52.81), Train Cla Loss 2.0870e+03 (1.8419e+03)
[2025-06-01 21:29:11,924] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [41.0, 65.0, 75.0, 61.0, 58.0], Val Loss  [0.7477035820484161, 0.6302348375320435, 0.5655351877212524, 0.8412378430366516, 1.2347030639648438] || Best Acc@1:60.000
[2025-06-01 21:29:11,925] [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 [1.8936238884925842, 3.068250060081482, 4.003793716430664, 3.7356388568878174, 4.750118732452393, 4.425570487976074, 3.790795683860779, 4.0424981117248535, 5.166758298873901, 3.8950114250183105]
[2025-06-01 21:29:11,954] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-01 21:32:09,804] [SEDG] [INFO] Epoch:12 || Train Acc@1  51.67 ( 52.75), Train Cla Loss 1.5837e+03 (1.7652e+03)
[2025-06-01 21:32:10,131] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [44.0, 65.0, 74.0, 58.0, 57.0], Val Loss  [0.6947121918201447, 0.5998789370059967, 0.5710575580596924, 0.8709845244884491, 1.272116243839264] || Best Acc@1:60.000
[2025-06-01 21:32:10,132] [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 [1.9383055567741394, 3.131803274154663, 4.100871801376343, 3.8369457721710205, 4.889350652694702, 4.55666446685791, 3.907006621360779, 4.165731072425842, 5.3144001960754395, 4.010322451591492]
[2025-06-01 21:32:10,158] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-01 21:35:25,522] [SEDG] [INFO] Epoch:13 || Train Acc@1  52.50 ( 52.96), Train Cla Loss 1.6969e+03 (1.6211e+03)
[2025-06-01 21:35:25,988] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [52.0, 69.0, 72.0, 57.0, 56.0], Val Loss  [0.6415721774101257, 0.5741538107395172, 0.5910114943981171, 0.9215880334377289, 1.3443658351898193] || Best Acc@1:61.200
[2025-06-01 21:35:25,988] [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 [2.0339171290397644, 3.265690803527832, 4.2549461126327515, 3.972952365875244, 5.05909538269043, 4.718852996826172, 4.0475815534591675, 4.3154895305633545, 5.501452922821045, 4.145446538925171]
[2025-06-01 21:35:26,024] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-01 21:38:31,041] [SEDG] [INFO] Epoch:14 || Train Acc@1  53.33 ( 53.63), Train Cla Loss 1.1745e+03 (1.5608e+03)
[2025-06-01 21:38:31,401] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [67.0, 71.0, 72.0, 57.0, 55.0], Val Loss  [0.6014744341373444, 0.5527516007423401, 0.5997064113616943, 0.9481088221073151, 1.379282295703888] || Best Acc@1:64.400
[2025-06-01 21:38:31,401] [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 [2.076751410961151, 3.323959708213806, 4.329017877578735, 4.042296290397644, 5.14244532585144, 4.789414167404175, 4.105672836303711, 4.3740551471710205, 5.565674304962158, 4.195963621139526]
[2025-06-01 21:38:31,429] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-01 21:41:34,092] [SEDG] [INFO] Epoch:15 || Train Acc@1  48.61 ( 53.74), Train Cla Loss 1.5805e+03 (1.4202e+03)
[2025-06-01 21:41:34,452] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [72.0, 72.0, 73.0, 57.0, 55.0], Val Loss  [0.5680456459522247, 0.5351987183094025, 0.6053949296474457, 0.9680160284042358, 1.4068565964698792] || Best Acc@1:65.800
[2025-06-01 21:41:34,452] [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 [2.113884925842285, 3.3808963298797607, 4.41109561920166, 4.123760938644409, 5.25348687171936, 4.901287794113159, 4.204125285148621, 4.47670578956604, 5.688398599624634, 4.281805753707886]
[2025-06-01 21:41:34,482] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-01 21:45:02,317] [SEDG] [INFO] Epoch:16 || Train Acc@1  55.00 ( 54.28), Train Cla Loss 1.2127e+03 (1.3701e+03)
[2025-06-01 21:45:02,978] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [79.0, 75.0, 69.0, 55.0, 54.0], Val Loss  [0.5303440093994141, 0.5202773958444595, 0.6297237575054169, 1.0153681933879852, 1.4666779041290283] || Best Acc@1:66.400
[2025-06-01 21:45:02,978] [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 [2.1863452196121216, 3.479134202003479, 4.526578664779663, 4.228551626205444, 5.38610315322876, 5.023012399673462, 4.308824300765991, 4.58800995349884, 5.824047565460205, 4.386525511741638]
[2025-06-01 21:45:03,000] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-01 21:48:44,340] [SEDG] [INFO] Epoch:17 || Train Acc@1  57.22 ( 54.72), Train Cla Loss 9.8484e+02 (1.2081e+03)
[2025-06-01 21:48:44,720] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [83.0, 77.0, 67.0, 50.0, 54.0], Val Loss  [0.5058427900075912, 0.5094951093196869, 0.6376816630363464, 1.0306594967842102, 1.4849783778190613] || Best Acc@1:66.400
[2025-06-01 21:48:44,720] [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 [2.2072031497955322, 3.509366989135742, 4.566010236740112, 4.268036723136902, 5.438115835189819, 5.075114011764526, 4.35612428188324, 4.638241171836853, 5.882725954055786, 4.424872040748596]
[2025-06-01 21:48:44,748] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-01 21:51:37,520] [SEDG] [INFO] Epoch:18 || Train Acc@1  58.06 ( 54.92), Train Cla Loss 8.9596e+02 (1.1390e+03)
[2025-06-01 21:51:38,165] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [84.0, 80.0, 67.0, 50.0, 54.0], Val Loss  [0.4854186773300171, 0.49940067529678345, 0.6418199837207794, 1.0439233481884003, 1.5052896738052368] || Best Acc@1:67.000
[2025-06-01 21:51:38,166] [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 [2.23443603515625, 3.5527433156967163, 4.628307342529297, 4.328935384750366, 5.523126840591431, 5.164552688598633, 4.436071157455444, 4.721970558166504, 5.984521150588989, 4.496771574020386]
[2025-06-01 21:51:38,189] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-01 21:54:53,544] [SEDG] [INFO] Epoch:19 || Train Acc@1  57.78 ( 55.76), Train Cla Loss 9.0697e+02 (1.0554e+03)
[2025-06-01 21:54:54,144] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [89.0, 82.0, 65.0, 48.0, 54.0], Val Loss  [0.46644382178783417, 0.49255919456481934, 0.6547568142414093, 1.0685960948467255, 1.5393098592758179] || Best Acc@1:67.600
[2025-06-01 21:54:54,144] [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 [2.279869318008423, 3.6218162775039673, 4.717036247253418, 4.414329290390015, 5.63872504234314, 5.275821924209595, 4.534228682518005, 4.828487873077393, 6.117141008377075, 4.601720213890076]
[2025-06-01 21:54:54,177] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-01 21:58:09,701] [SEDG] [INFO] Epoch:20 || Train Acc@1  57.50 ( 55.81), Train Cla Loss 1.1849e+03 (9.3251e+02)
[2025-06-01 21:58:10,131] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [89.0, 85.0, 59.0, 48.0, 54.0], Val Loss  [0.45063596963882446, 0.4900163561105728, 0.6778054535388947, 1.1056768894195557, 1.5819426774978638] || Best Acc@1:67.600
[2025-06-01 21:58:10,131] [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 [2.3280059099197388, 3.6823275089263916, 4.789499521255493, 4.482128381729126, 5.717382192611694, 5.337491750717163, 4.584907531738281, 4.879230976104736, 6.1730170249938965, 4.642287731170654]
[2025-06-01 21:58:10,162] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-01 22:01:12,958] [SEDG] [INFO] Epoch:21 || Train Acc@1  57.78 ( 56.18), Train Cla Loss 6.7103e+02 (8.6688e+02)
[2025-06-01 22:01:13,440] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [88.0, 85.0, 61.0, 49.0, 54.0], Val Loss  [0.440053254365921, 0.482538178563118, 0.66949063539505, 1.0949111580848694, 1.5765148997306824] || Best Acc@1:67.600
[2025-06-01 22:01:13,440] [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 [2.327856421470642, 3.6936259269714355, 4.808508396148682, 4.501924753189087, 5.75194239616394, 5.382887601852417, 4.624509572982788, 4.919180393218994, 6.2179577350616455, 4.667968034744263]
[2025-06-01 22:01:13,473] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-01 22:04:27,759] [SEDG] [INFO] Epoch:22 || Train Acc@1  56.94 ( 56.76), Train Cla Loss 8.2674e+02 (7.7306e+02)
[2025-06-01 22:04:28,114] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [90.0, 86.0, 61.0, 49.0, 54.0], Val Loss  [0.4277001768350601, 0.475823774933815, 0.6680015623569489, 1.0929100513458252, 1.5700891017913818] || Best Acc@1:68.000
[2025-06-01 22:04:28,114] [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 [2.3152377605438232, 3.6745256185531616, 4.798844814300537, 4.4996044635772705, 5.761641979217529, 5.402281999588013, 4.6482603549957275, 4.946256160736084, 6.2513813972473145, 4.690585970878601]
[2025-06-01 22:04:28,150] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-01 22:07:53,831] [SEDG] [INFO] Epoch:23 || Train Acc@1  61.11 ( 57.22), Train Cla Loss 5.7246e+02 (7.0096e+02)
[2025-06-01 22:07:54,266] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [89.0, 85.0, 62.0, 49.0, 54.0], Val Loss  [0.41842086613178253, 0.47097286581993103, 0.6677568852901459, 1.0932831168174744, 1.5745514631271362] || Best Acc@1:68.000
[2025-06-01 22:07:54,266] [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 [2.3232109546661377, 3.6925225257873535, 4.827779769897461, 4.529904842376709, 5.805307149887085, 5.447300434112549, 4.687427997589111, 4.98650860786438, 6.294481515884399, 4.7157416343688965]
[2025-06-01 22:07:54,295] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-01 22:10:59,333] [SEDG] [INFO] Epoch:24 || Train Acc@1  59.72 ( 57.96), Train Cla Loss 5.9522e+02 (6.1859e+02)
[2025-06-01 22:10:59,767] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [87.0, 84.0, 60.0, 49.0, 54.0], Val Loss  [0.4101465940475464, 0.4687741845846176, 0.6760333478450775, 1.1052709817886353, 1.5884339809417725] || Best Acc@1:68.000
[2025-06-01 22:10:59,776] [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 [2.336421489715576, 3.7112308740615845, 4.851355314254761, 4.554235458374023, 5.837536573410034, 5.476461172103882, 4.715280294418335, 5.018738031387329, 6.333226203918457, 4.748466730117798]
[2025-06-01 22:10:59,823] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-01 22:14:12,997] [SEDG] [INFO] Epoch:25 || Train Acc@1  59.72 ( 58.28), Train Cla Loss 6.2388e+02 (5.3281e+02)
[2025-06-01 22:14:13,536] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [87.0, 84.0, 59.0, 49.0, 54.0], Val Loss  [0.4054601341485977, 0.4686296433210373, 0.6809407472610474, 1.111827403306961, 1.5939715504646301] || Best Acc@1:68.000
[2025-06-01 22:14:13,536] [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 [2.342320680618286, 3.7154765129089355, 4.8591697216033936, 4.566188335418701, 5.857931852340698, 5.497018098831177, 4.7340309619903564, 5.038404703140259, 6.354825496673584, 4.766528606414795]
[2025-06-01 22:14:13,564] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-01 22:17:36,250] [SEDG] [INFO] Epoch:26 || Train Acc@1  57.22 ( 59.43), Train Cla Loss 4.8703e+02 (4.4942e+02)
[2025-06-01 22:17:36,677] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [87.0, 83.0, 57.0, 49.0, 54.0], Val Loss  [0.3981691747903824, 0.46881186962127686, 0.6948314309120178, 1.131251037120819, 1.6174190044403076] || Best Acc@1:68.000
[2025-06-01 22:17:36,678] [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 [2.3670969009399414, 3.746631383895874, 4.896552324295044, 4.600362777709961, 5.9032580852508545, 5.540900945663452, 4.774665355682373, 5.082801342010498, 6.408700227737427, 4.811279773712158]
[2025-06-01 22:17:36,705] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-01 22:20:56,750] [SEDG] [INFO] Epoch:27 || Train Acc@1  58.89 ( 59.73), Train Cla Loss 3.4203e+02 (3.9760e+02)
[2025-06-01 22:20:57,329] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [87.0, 83.0, 59.0, 49.0, 54.0], Val Loss  [0.39172226190567017, 0.46306298673152924, 0.6836252212524414, 1.1125637292861938, 1.5924038290977478] || Best Acc@1:68.000
[2025-06-01 22:20:57,330] [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 [2.3365983963012695, 3.7121654748916626, 4.869026184082031, 4.582563757896423, 5.893590688705444, 5.543377161026001, 4.78290319442749, 5.093123435974121, 6.4158220291137695, 4.8070080280303955]
[2025-06-01 22:20:57,348] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-01 22:23:50,119] [SEDG] [INFO] Epoch:28 || Train Acc@1  59.44 ( 60.46), Train Cla Loss 3.1565e+02 (3.5093e+02)
[2025-06-01 22:23:50,660] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [87.0, 81.0, 61.0, 49.0, 54.0], Val Loss  [0.38990719616413116, 0.46166595816612244, 0.6785134077072144, 1.1004276871681213, 1.5788928866386414] || Best Acc@1:68.000
[2025-06-01 22:23:50,660] [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 [2.3188897371292114, 3.69034481048584, 4.840541124343872, 4.558978915214539, 5.873312950134277, 5.531465768814087, 4.774747610092163, 5.086560010910034, 6.406364917755127, 4.801574349403381]
[2025-06-01 22:23:50,685] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-01 22:27:16,568] [SEDG] [INFO] Epoch:29 || Train Acc@1  54.17 ( 61.21), Train Cla Loss 3.5206e+02 (3.2142e+02)
[2025-06-01 22:27:16,946] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [87.0, 79.0, 60.0, 49.0, 54.0], Val Loss  [0.3857559859752655, 0.4601932615041733, 0.6796714961528778, 1.0977244973182678, 1.5706547498703003] || Best Acc@1:68.000
[2025-06-01 22:27:16,946] [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 [2.3015729188919067, 3.660877227783203, 4.807997226715088, 4.527974605560303, 5.829546213150024, 5.488151788711548, 4.739151954650879, 5.04763650894165, 6.355626106262207, 4.765499114990234]
[2025-06-01 22:27:16,966] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-01 22:30:34,513] [SEDG] [INFO] Epoch:30 || Train Acc@1  63.06 ( 61.56), Train Cla Loss 2.6562e+02 (3.0071e+02)
[2025-06-01 22:30:34,857] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [86.0, 76.0, 60.0, 49.0, 54.0], Val Loss  [0.38503871858119965, 0.46120381355285645, 0.6787878274917603, 1.0899131298065186, 1.5560699701309204] || Best Acc@1:68.000
[2025-06-01 22:30:34,857] [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 [2.2770445346832275, 3.621251344680786, 4.755917072296143, 4.482006072998047, 5.77750301361084, 5.445249319076538, 4.703888654708862, 5.009689569473267, 6.304788112640381, 4.722696304321289]
[2025-06-01 22:30:34,876] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-01 22:33:54,428] [SEDG] [INFO] Epoch:31 || Train Acc@1  65.56 ( 62.16), Train Cla Loss 2.5448e+02 (2.7615e+02)
[2025-06-01 22:33:54,879] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [86.0, 76.0, 59.0, 49.0, 54.0], Val Loss  [0.38283373415470123, 0.46145160496234894, 0.6799752712249756, 1.0866508483886719, 1.546208918094635] || Best Acc@1:68.000
[2025-06-01 22:33:54,879] [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 [2.2565717697143555, 3.580305814743042, 4.699373722076416, 4.427626132965088, 5.703808546066284, 5.374517202377319, 4.646612644195557, 4.951908588409424, 6.233818292617798, 4.674803972244263]
[2025-06-01 22:33:54,922] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-01 22:36:56,588] [SEDG] [INFO] Epoch:32 || Train Acc@1  61.67 ( 63.01), Train Cla Loss 2.4447e+02 (2.5688e+02)
[2025-06-01 22:36:57,027] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [86.0, 76.0, 59.0, 49.0, 54.0], Val Loss  [0.3816620409488678, 0.45959390699863434, 0.6725375354290009, 1.07044717669487, 1.5200385451316833] || Best Acc@1:68.000
[2025-06-01 22:36:57,027] [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 [2.2189083099365234, 3.5275574922561646, 4.644590616226196, 4.384979009628296, 5.663818836212158, 5.346164226531982, 4.626014947891235, 4.9304728507995605, 6.203864336013794, 4.648966312408447]
[2025-06-01 22:36:57,066] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-01 22:40:12,968] [SEDG] [INFO] Epoch:33 || Train Acc@1  67.50 ( 63.47), Train Cla Loss 2.0994e+02 (2.3981e+02)
[2025-06-01 22:40:13,328] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [86.0, 76.0, 62.0, 49.0, 55.0], Val Loss  [0.3813987225294113, 0.45543602108955383, 0.6580070853233337, 1.0440392792224884, 1.4851993322372437] || Best Acc@1:68.000
[2025-06-01 22:40:13,328] [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 [2.1709777116775513, 3.457873821258545, 4.555826902389526, 4.303895711898804, 5.561363697052002, 5.2510528564453125, 4.545953989028931, 4.845796585083008, 6.093127012252808, 4.56028413772583]
[2025-06-01 22:40:13,362] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-01 22:43:27,850] [SEDG] [INFO] Epoch:34 || Train Acc@1  62.50 ( 64.33), Train Cla Loss 2.4066e+02 (2.2221e+02)
[2025-06-01 22:43:28,325] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [86.0, 76.0, 63.0, 49.0, 55.0], Val Loss  [0.3815162032842636, 0.4535836726427078, 0.6463056206703186, 1.0196036100387573, 1.4539424180984497] || Best Acc@1:68.000
[2025-06-01 22:43:28,325] [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 [2.1283931136131287, 3.3989551067352295, 4.48478364944458, 4.238690733909607, 5.49084734916687, 5.199261903762817, 4.506025910377502, 4.804870128631592, 6.040107011795044, 4.514909982681274]
[2025-06-01 22:43:28,369] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-01 22:46:47,978] [SEDG] [INFO] Epoch:35 || Train Acc@1  61.67 ( 65.04), Train Cla Loss 2.0388e+02 (2.0526e+02)
[2025-06-01 22:46:48,310] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [86.0, 79.0, 64.0, 50.0, 56.0], Val Loss  [0.38205815851688385, 0.4496830850839615, 0.6277980655431747, 0.9852255582809448, 1.4078927636146545] || Best Acc@1:68.000
[2025-06-01 22:46:48,311] [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 [2.068352699279785, 3.318709135055542, 4.395035266876221, 4.159643888473511, 5.396009206771851, 5.11507248878479, 4.43489396572113, 4.730336666107178, 5.9447691440582275, 4.444448947906494]
[2025-06-01 22:46:48,405] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-01 22:50:07,787] [SEDG] [INFO] Epoch:36 || Train Acc@1  69.44 ( 66.02), Train Cla Loss 1.7844e+02 (1.8915e+02)
[2025-06-01 22:50:08,358] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [86.0, 80.0, 64.0, 50.0, 56.0], Val Loss  [0.3835321068763733, 0.45045042037963867, 0.6235962808132172, 0.9708278775215149, 1.3862780928611755] || Best Acc@1:68.000
[2025-06-01 22:50:08,359] [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 [2.0378898978233337, 3.274101734161377, 4.335800886154175, 4.106467366218567, 5.333764314651489, 5.058483123779297, 4.386244058609009, 4.678209066390991, 5.872766017913818, 4.38530707359314]
[2025-06-01 22:50:08,427] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-01 22:53:41,914] [SEDG] [INFO] Epoch:37 || Train Acc@1  66.94 ( 66.65), Train Cla Loss 1.8245e+02 (1.7665e+02)
[2025-06-01 22:53:42,247] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [86.0, 77.0, 63.0, 50.0, 55.0], Val Loss  [0.3845551908016205, 0.45432671904563904, 0.6320073306560516, 0.9740184545516968, 1.3762120008468628] || Best Acc@1:68.000
[2025-06-01 22:53:42,247] [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 [2.0062909722328186, 3.211815595626831, 4.255549907684326, 4.034783840179443, 5.242081880569458, 4.969521880149841, 4.314182758331299, 4.606557846069336, 5.787813425064087, 4.3337037563323975]
[2025-06-01 22:53:42,270] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-01 22:56:48,235] [SEDG] [INFO] Epoch:38 || Train Acc@1  67.22 ( 67.21), Train Cla Loss 1.5530e+02 (1.6528e+02)
[2025-06-01 22:56:48,849] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [86.0, 79.0, 64.0, 51.0, 56.0], Val Loss  [0.38668443262577057, 0.4508123844861984, 0.6120942831039429, 0.9390057623386383, 1.3258899450302124] || Best Acc@1:68.000
[2025-06-01 22:56:48,849] [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 [1.9358924627304077, 3.1036592721939087, 4.115254044532776, 3.899531126022339, 5.06687331199646, 4.808212757110596, 4.17552375793457, 4.455991506576538, 5.597702741622925, 4.187254309654236]
[2025-06-01 22:56:48,947] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-01 23:00:02,555] [SEDG] [INFO] Epoch:39 || Train Acc@1  68.89 ( 68.26), Train Cla Loss 1.5040e+02 (1.5414e+02)
[2025-06-01 23:00:03,100] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [86.0, 82.0, 66.0, 51.0, 56.0], Val Loss  [0.38973741233348846, 0.4482252448797226, 0.5935679078102112, 0.9051284492015839, 1.2836413979530334] || Best Acc@1:68.200
[2025-06-01 23:00:03,100] [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 [1.8806453943252563, 3.026258707046509, 4.016557216644287, 3.8094239234924316, 4.957570791244507, 4.712723255157471, 4.093486547470093, 4.368649244308472, 5.4839088916778564, 4.0924694538116455]
[2025-06-01 23:00:03,124] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-01 23:03:39,772] [SEDG] [INFO] Epoch:40 || Train Acc@1  68.06 ( 68.66), Train Cla Loss 1.6488e+02 (1.4661e+02)
[2025-06-01 23:03:40,241] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [86.0, 80.0, 66.0, 51.0, 56.0], Val Loss  [0.392938956618309, 0.4526873677968979, 0.5974708199501038, 0.89887335896492, 1.2598011791706085] || Best Acc@1:68.200
[2025-06-01 23:03:40,241] [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 [1.8331642746925354, 2.941391944885254, 3.9034358263015747, 3.7038885354995728, 4.818434953689575, 4.576095104217529, 3.9770541191101074, 4.24749493598938, 5.334663391113281, 3.989814043045044]
[2025-06-01 23:03:40,278] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-01 23:07:03,525] [SEDG] [INFO] Epoch:41 || Train Acc@1  72.78 ( 69.60), Train Cla Loss 1.2387e+02 (1.3888e+02)
[2025-06-01 23:07:04,168] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [86.0, 88.0, 66.0, 51.0, 56.0], Val Loss  [0.39569929242134094, 0.4486769586801529, 0.5749894380569458, 0.8592264950275421, 1.206518530845642] || Best Acc@1:69.400
[2025-06-01 23:07:04,168] [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 [1.7628732919692993, 2.845708727836609, 3.795208215713501, 3.6062753200531006, 4.702850580215454, 4.477925062179565, 3.8956727981567383, 4.1610352993011475, 5.2257232666015625, 3.904405951499939]
[2025-06-01 23:07:04,186] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-01 23:10:17,515] [SEDG] [INFO] Epoch:42 || Train Acc@1  70.56 ( 69.82), Train Cla Loss 1.3250e+02 (1.3390e+02)
[2025-06-01 23:10:18,390] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [86.0, 85.0, 66.0, 51.0, 56.0], Val Loss  [0.40025071799755096, 0.4533380717039108, 0.5754105448722839, 0.8513486981391907, 1.1855364441871643] || Best Acc@1:69.400
[2025-06-01 23:10:18,391] [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 [1.7249438762664795, 2.776980757713318, 3.6949939727783203, 3.509528636932373, 4.579557180404663, 4.363723278045654, 3.7971246242523193, 4.055062651634216, 5.089357614517212, 3.797677159309387]
[2025-06-01 23:10:18,431] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-01 23:13:41,397] [SEDG] [INFO] Epoch:43 || Train Acc@1  70.00 ( 70.52), Train Cla Loss 1.2256e+02 (1.2957e+02)
[2025-06-01 23:13:42,017] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [86.0, 86.0, 66.0, 52.0, 56.0], Val Loss  [0.4023709148168564, 0.453688845038414, 0.5683669149875641, 0.8331630527973175, 1.1550406217575073] || Best Acc@1:69.400
[2025-06-01 23:13:42,017] [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 [1.6787160634994507, 2.70589280128479, 3.605672597885132, 3.4251025915145874, 4.468107223510742, 4.257144927978516, 3.703542113304138, 3.9549036026000977, 4.962712287902832, 3.7037391662597656]
[2025-06-01 23:13:42,053] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-01 23:17:00,169] [SEDG] [INFO] Epoch:44 || Train Acc@1  73.33 ( 70.67), Train Cla Loss 1.1158e+02 (1.2698e+02)
[2025-06-01 23:17:00,561] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [87.0, 88.0, 67.0, 52.0, 56.0], Val Loss  [0.4092564433813095, 0.45820896327495575, 0.5664637386798859, 0.820180207490921, 1.1293824315071106] || Best Acc@1:70.000
[2025-06-01 23:17:00,561] [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 [1.633231282234192, 2.625503420829773, 3.494865298271179, 3.322328805923462, 4.33884060382843, 4.135901212692261, 3.6015989780426025, 3.8499778509140015, 4.833864450454712, 3.6143481731414795]
[2025-06-01 23:17:00,594] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-01 23:20:23,417] [SEDG] [INFO] Epoch:45 || Train Acc@1  73.89 ( 71.02), Train Cla Loss 1.2240e+02 (1.2474e+02)
[2025-06-01 23:20:23,867] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [87.0, 88.0, 69.0, 53.0, 56.0], Val Loss  [0.4123748540878296, 0.457898885011673, 0.5569485425949097, 0.8002762198448181, 1.098156213760376] || Best Acc@1:70.600
[2025-06-01 23:20:23,867] [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 [1.5871357917785645, 2.5576303005218506, 3.4112610816955566, 3.245144486427307, 4.239825963973999, 4.0440181493759155, 3.5229564905166626, 3.766693115234375, 4.731402635574341, 3.5375611782073975]
[2025-06-01 23:20:23,885] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-01 23:23:29,761] [SEDG] [INFO] Epoch:46 || Train Acc@1  71.67 ( 71.31), Train Cla Loss 1.2306e+02 (1.2198e+02)
[2025-06-01 23:23:30,175] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [87.0, 88.0, 66.0, 52.0, 56.0], Val Loss  [0.4141625463962555, 0.46268899738788605, 0.5661950707435608, 0.8062872886657715, 1.0913759469985962] || Best Acc@1:70.600
[2025-06-01 23:23:30,175] [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 [1.5637244582176208, 2.506066918373108, 3.3352161645889282, 3.171523690223694, 4.13822865486145, 3.942937731742859, 3.435947299003601, 3.6738879680633545, 4.614934206008911, 3.4495497941970825]
[2025-06-01 23:23:30,216] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-01 23:26:49,660] [SEDG] [INFO] Epoch:47 || Train Acc@1  69.72 ( 71.31), Train Cla Loss 1.3548e+02 (1.2092e+02)
[2025-06-01 23:26:50,110] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [86.0, 88.0, 70.0, 54.0, 57.0], Val Loss  [0.42062658071517944, 0.4624214768409729, 0.5479213297367096, 0.7741011381149292, 1.0484864115715027] || Best Acc@1:71.000
[2025-06-01 23:26:50,110] [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 [1.5091375708580017, 2.430905342102051, 3.24724018573761, 3.0902546644210815, 4.040183782577515, 3.856782078742981, 3.361772060394287, 3.5940794944763184, 4.513695001602173, 3.3718698024749756]
[2025-06-01 23:26:50,139] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-01 23:29:58,631] [SEDG] [INFO] Epoch:48 || Train Acc@1  71.94 ( 71.42), Train Cla Loss 1.1956e+02 (1.2008e+02)
[2025-06-01 23:29:58,996] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [86.0, 88.0, 69.0, 53.0, 57.0], Val Loss  [0.4239528626203537, 0.46583089232444763, 0.5535164624452591, 0.7785484194755554, 1.047898143529892] || Best Acc@1:71.000
[2025-06-01 23:29:58,997] [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 [1.4978763461112976, 2.3980860710144043, 3.1912786960601807, 3.03352427482605, 3.9604456424713135, 3.7760047912597656, 3.2903016805648804, 3.5186920166015625, 4.419490098953247, 3.3006327152252197]
[2025-06-01 23:29:59,029] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-01 23:32:57,849] [SEDG] [INFO] Epoch:49 || Train Acc@1  68.06 ( 71.46), Train Cla Loss 1.3972e+02 (1.1905e+02)
[2025-06-01 23:32:58,368] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [86.0, 88.0, 69.0, 53.0, 56.0], Val Loss  [0.42906561493873596, 0.4710208922624588, 0.5569697618484497, 0.7749423384666443, 1.035481870174408] || Best Acc@1:71.000
[2025-06-01 23:32:58,368] [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 [1.470792829990387, 2.3471418619155884, 3.1144968271255493, 2.959120035171509, 3.8607581853866577, 3.6805707216262817, 3.2075637578964233, 3.4310954809188843, 4.311588764190674, 3.223832368850708]
[2025-06-01 23:32:58,387] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-06-01 23:36:16,488] [SEDG] [INFO] Epoch:50 || Train Acc@1  68.06 ( 71.56), Train Cla Loss 1.2684e+02 (1.1916e+02)
[2025-06-01 23:36:16,872] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [87.0, 88.0, 69.0, 54.0, 57.0], Val Loss  [0.43389296531677246, 0.4725859612226486, 0.5494545996189117, 0.7562106847763062, 1.0039952993392944] || Best Acc@1:71.000
[2025-06-01 23:36:16,872] [SEDG] [INFO] Epoch:50 || 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 [1.4240769147872925, 2.2790192365646362, 3.0334455966949463, 2.885680675506592, 3.7711944580078125, 3.5986775159835815, 3.1364991664886475, 3.354479670524597, 4.214128494262695, 3.150827169418335]
[2025-06-01 23:36:16,889] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-06-01 23:39:30,814] [SEDG] [INFO] Epoch:51 || Train Acc@1  68.61 ( 71.59), Train Cla Loss 1.2252e+02 (1.1842e+02)
[2025-06-01 23:39:31,162] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [87.0, 88.0, 72.0, 56.0, 57.0], Val Loss  [0.43491408228874207, 0.47142890095710754, 0.5429401099681854, 0.7447417080402374, 0.9844174683094025] || Best Acc@1:72.000
[2025-06-01 23:39:31,162] [SEDG] [INFO] Epoch:51 || 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 [1.3942713737487793, 2.230617880821228, 2.9738045930862427, 2.8283212184906006, 3.6939176321029663, 3.525623917579651, 3.074375629425049, 3.2883747816085815, 4.132599592208862, 3.088133931159973]
[2025-06-01 23:39:31,181] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-06-01 23:42:39,912] [SEDG] [INFO] Epoch:52 || Train Acc@1  73.61 ( 71.49), Train Cla Loss 1.2083e+02 (1.1808e+02)
[2025-06-01 23:42:40,460] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [87.0, 88.0, 69.0, 54.0, 57.0], Val Loss  [0.4385738968849182, 0.4767862558364868, 0.5486601889133453, 0.7459927499294281, 0.9783777296543121] || Best Acc@1:72.000
[2025-06-01 23:42:40,460] [SEDG] [INFO] Epoch:52 || 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 [1.377730906009674, 2.1977224349975586, 2.921377420425415, 2.7764859199523926, 3.628939151763916, 3.4657528400421143, 3.021671772003174, 3.2308396100997925, 4.058228611946106, 3.031917929649353]
[2025-06-01 23:42:40,491] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-06-01 23:46:18,343] [SEDG] [INFO] Epoch:53 || Train Acc@1  74.44 ( 71.11), Train Cla Loss 1.0650e+02 (1.1817e+02)
[2025-06-01 23:46:18,935] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [87.0, 88.0, 70.0, 54.0, 57.0], Val Loss  [0.44299742579460144, 0.47964663803577423, 0.5489187836647034, 0.7392891347408295, 0.9623744189739227] || Best Acc@1:72.000
[2025-06-01 23:46:18,935] [SEDG] [INFO] Epoch:53 || 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 [1.348332405090332, 2.148951530456543, 2.8562246561050415, 2.715571880340576, 3.546347737312317, 3.382421612739563, 2.9473817348480225, 3.1517733335494995, 3.9594026803970337, 2.95990526676178]
[2025-06-01 23:46:18,970] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-06-01 23:50:09,322] [SEDG] [INFO] Epoch:54 || Train Acc@1  71.67 ( 71.39), Train Cla Loss 1.0889e+02 (1.1724e+02)
[2025-06-01 23:50:09,791] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [87.0, 88.0, 72.0, 56.0, 57.0], Val Loss  [0.4485701769590378, 0.48196567595005035, 0.5426681339740753, 0.725243091583252, 0.9398695528507233] || Best Acc@1:72.000
[2025-06-01 23:50:09,792] [SEDG] [INFO] Epoch:54 || 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 [1.3160181045532227, 2.0991371870040894, 2.7942594289779663, 2.6574482917785645, 3.4708361625671387, 3.3117902278900146, 2.885413885116577, 3.084176778793335, 3.873327136039734, 2.8924437761306763]
[2025-06-01 23:50:09,877] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-06-01 23:53:45,605] [SEDG] [INFO] Epoch:55 || Train Acc@1  72.50 ( 71.36), Train Cla Loss 1.0919e+02 (1.1695e+02)
[2025-06-01 23:53:46,353] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [87.0, 88.0, 72.0, 56.0, 57.0], Val Loss  [0.45092520117759705, 0.484596848487854, 0.5449919402599335, 0.7232788503170013, 0.9311529695987701] || Best Acc@1:72.000
[2025-06-01 23:53:46,353] [SEDG] [INFO] Epoch:55 || 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 [1.2965642809867859, 2.06250923871994, 2.7397022247314453, 2.604479193687439, 3.4016098976135254, 3.246458053588867, 2.8287473917007446, 3.023666501045227, 3.795943021774292, 2.8307427167892456]
[2025-06-01 23:53:46,376] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-06-01 23:57:13,338] [SEDG] [INFO] Epoch:56 || Train Acc@1  73.89 ( 71.17), Train Cla Loss 1.1393e+02 (1.1657e+02)
[2025-06-01 23:57:13,704] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [87.0, 88.0, 72.0, 56.0, 57.0], Val Loss  [0.45463795959949493, 0.48755715787410736, 0.5447553992271423, 0.7187038958072662, 0.919250875711441] || Best Acc@1:72.000
[2025-06-01 23:57:13,705] [SEDG] [INFO] Epoch:56 || 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 [1.276111662387848, 2.027980625629425, 2.6961835622787476, 2.5645347833633423, 3.3533871173858643, 3.203283190727234, 2.7925820350646973, 2.985453486442566, 3.7482399940490723, 2.7969568967819214]
[2025-06-01 23:57:13,732] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-06-02 00:00:38,703] [SEDG] [INFO] Epoch:57 || Train Acc@1  75.28 ( 71.36), Train Cla Loss 1.0777e+02 (1.1622e+02)
[2025-06-02 00:00:39,143] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [87.0, 89.0, 73.0, 57.0, 57.0], Val Loss  [0.46001435816287994, 0.49003995954990387, 0.5393463671207428, 0.7041091024875641, 0.8938838839530945] || Best Acc@1:72.600
[2025-06-02 00:00:39,144] [SEDG] [INFO] Epoch:57 || 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 [1.2362682819366455, 1.9624252915382385, 2.6105151176452637, 2.4846785068511963, 3.2496514320373535, 3.1051981449127197, 2.7083455324172974, 2.895689010620117, 3.6358648538589478, 2.7127485275268555]
[2025-06-02 00:00:39,162] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-06-02 00:04:11,185] [SEDG] [INFO] Epoch:58 || Train Acc@1  71.11 ( 71.27), Train Cla Loss 1.1316e+02 (1.1596e+02)
[2025-06-02 00:04:11,574] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [87.0, 89.0, 73.0, 57.0, 57.0], Val Loss  [0.4646094888448715, 0.4925065040588379, 0.5380847901105881, 0.6973300278186798, 0.8816418945789337] || Best Acc@1:72.600
[2025-06-02 00:04:11,574] [SEDG] [INFO] Epoch:58 || 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 [1.2139496207237244, 1.9235620498657227, 2.5543649196624756, 2.428960919380188, 3.176068663597107, 3.0343018770217896, 2.644061803817749, 2.8251545429229736, 3.5462772846221924, 2.646113872528076]
[2025-06-02 00:04:11,602] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-06-02 00:07:37,546] [SEDG] [INFO] Epoch:59 || Train Acc@1  66.67 ( 71.56), Train Cla Loss 1.3480e+02 (1.1546e+02)
[2025-06-02 00:07:37,974] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [87.0, 89.0, 73.0, 57.0, 57.0], Val Loss  [0.46678103506565094, 0.4960058629512787, 0.5430079996585846, 0.6990592181682587, 0.8756768703460693] || Best Acc@1:72.600
[2025-06-02 00:07:37,974] [SEDG] [INFO] Epoch:59 || 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 [1.198754608631134, 1.8944807052612305, 2.515352725982666, 2.3926923274993896, 3.1293004751205444, 2.9887092113494873, 2.605902075767517, 2.786424994468689, 3.498181700706482, 2.6124621629714966]
[2025-06-02 00:07:38,006] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-06-02 00:11:07,957] [SEDG] [INFO] Epoch:60 || Train Acc@1  70.00 ( 71.21), Train Cla Loss 1.1573e+02 (1.1503e+02)
[2025-06-02 00:11:08,373] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [87.0, 89.0, 72.0, 56.0, 57.0], Val Loss  [0.46902860701084137, 0.49834224581718445, 0.5459759831428528, 0.7010254561901093, 0.8725228309631348] || Best Acc@1:72.600
[2025-06-02 00:11:08,373] [SEDG] [INFO] Epoch:60 || 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 [1.1894569396972656, 1.873795986175537, 2.4867751598358154, 2.366547465324402, 3.0952824354171753, 2.9552515745162964, 2.5774645805358887, 2.756677985191345, 3.4611854553222656, 2.587252974510193]
[2025-06-02 00:11:08,390] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-06-02 00:14:48,893] [SEDG] [INFO] Epoch:61 || Train Acc@1  70.00 ( 71.97), Train Cla Loss 1.2529e+02 (1.1380e+02)
[2025-06-02 00:14:49,265] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [87.0, 88.0, 72.0, 56.0, 57.0], Val Loss  [0.4682943671941757, 0.49889275431632996, 0.5467431247234344, 0.6992857754230499, 0.8652076423168182] || Best Acc@1:72.600
[2025-06-02 00:14:49,265] [SEDG] [INFO] Epoch:61 || 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 [1.175651729106903, 1.85176020860672, 2.4566051959991455, 2.3356648683547974, 3.0494842529296875, 2.9081406593322754, 2.533235788345337, 2.7056111097335815, 3.3947285413742065, 2.5347018241882324]
[2025-06-02 00:14:49,299] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-06-02 00:18:06,583] [SEDG] [INFO] Epoch:62 || Train Acc@1  70.00 ( 71.60), Train Cla Loss 1.0992e+02 (1.1438e+02)
[2025-06-02 00:18:07,064] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [87.0, 89.0, 72.0, 56.0, 57.0], Val Loss  [0.47500407695770264, 0.5039044618606567, 0.5496005713939667, 0.6974059045314789, 0.856907844543457] || Best Acc@1:72.600
[2025-06-02 00:18:07,064] [SEDG] [INFO] Epoch:62 || 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 [1.1570826470851898, 1.8146477937698364, 2.4025577306747437, 2.2851847410202026, 2.9830141067504883, 2.8411976099014282, 2.4741968512535095, 2.6436370611190796, 3.3172168731689453, 2.4806851148605347]
[2025-06-02 00:18:07,092] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-06-02 00:24:27,766] [SEDG] [INFO] Epoch:63 || Train Acc@1  74.72 ( 71.58), Train Cla Loss 1.0790e+02 (1.1442e+02)
[2025-06-02 00:24:28,402] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [87.0, 89.0, 72.0, 56.0, 57.0], Val Loss  [0.47498369216918945, 0.5041598677635193, 0.5508122742176056, 0.6980190873146057, 0.8541937172412872] || Best Acc@1:72.600
[2025-06-02 00:24:28,402] [SEDG] [INFO] Epoch:63 || 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 [1.1491079926490784, 1.7976225018501282, 2.378287196159363, 2.260714292526245, 2.949353814125061, 2.808525562286377, 2.445447266101837, 2.611941933631897, 3.276906132698059, 2.4494872093200684]
[2025-06-02 00:24:28,464] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-06-02 00:27:59,491] [SEDG] [INFO] Epoch:64 || Train Acc@1  74.72 ( 71.57), Train Cla Loss 1.0480e+02 (1.1416e+02)
[2025-06-02 00:27:59,899] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [87.0, 88.0, 72.0, 56.0, 57.0], Val Loss  [0.47797584533691406, 0.5074085295200348, 0.5523038506507874, 0.6945912539958954, 0.8433021605014801] || Best Acc@1:72.600
[2025-06-02 00:27:59,899] [SEDG] [INFO] Epoch:64 || 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 [1.129161298274994, 1.7630162239074707, 2.3314647674560547, 2.217035412788391, 2.8930612802505493, 2.755366563796997, 2.398766875267029, 2.5605863332748413, 3.210480570793152, 2.3984416723251343]
[2025-06-02 00:27:59,918] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-06-02 00:31:29,481] [SEDG] [INFO] Epoch:65 || Train Acc@1  73.06 ( 71.59), Train Cla Loss 1.2046e+02 (1.1380e+02)
[2025-06-02 00:31:29,920] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [87.0, 89.0, 72.0, 56.0, 57.0], Val Loss  [0.48017919063568115, 0.5077359080314636, 0.548738956451416, 0.6871360540390015, 0.8335647284984589] || Best Acc@1:72.600
[2025-06-02 00:31:29,920] [SEDG] [INFO] Epoch:65 || 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 [1.1157217919826508, 1.7465724349021912, 2.3139264583587646, 2.200767993927002, 2.874135375022888, 2.739049792289734, 2.3841474056243896, 2.544983386993408, 3.190232992172241, 2.3818612098693848]
[2025-06-02 00:31:29,948] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-06-02 00:35:17,107] [SEDG] [INFO] Epoch:66 || Train Acc@1  73.33 ( 71.67), Train Cla Loss 1.0744e+02 (1.1307e+02)
[2025-06-02 00:35:17,466] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [87.0, 88.0, 70.0, 55.0, 57.0], Val Loss  [0.48064829409122467, 0.5110818147659302, 0.5558599829673767, 0.6946104466915131, 0.8377945125102997] || Best Acc@1:72.600
[2025-06-02 00:35:17,466] [SEDG] [INFO] Epoch:66 || 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 [1.1161641478538513, 1.7398733496665955, 2.297719717025757, 2.1831705570220947, 2.851390242576599, 2.717819929122925, 2.3659814596176147, 2.5260443687438965, 3.165648102760315, 2.3632901906967163]
[2025-06-02 00:35:17,486] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-06-02 00:39:19,676] [SEDG] [INFO] Epoch:67 || Train Acc@1  72.22 ( 71.34), Train Cla Loss 1.0791e+02 (1.1339e+02)
[2025-06-02 00:39:20,125] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [87.0, 88.0, 70.0, 53.0, 57.0], Val Loss  [0.4808065593242645, 0.5116015821695328, 0.5583167672157288, 0.697128564119339, 0.8360786736011505] || Best Acc@1:72.600
[2025-06-02 00:39:20,125] [SEDG] [INFO] Epoch:67 || 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 [1.1096856892108917, 1.7259867191314697, 2.2801477909088135, 2.1676886081695557, 2.8285982608795166, 2.691954255104065, 2.3432693481445312, 2.501890182495117, 3.135710835456848, 2.3434876203536987]
[2025-06-02 00:39:20,143] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-06-02 00:42:53,456] [SEDG] [INFO] Epoch:68 || Train Acc@1  69.17 ( 71.67), Train Cla Loss 1.1901e+02 (1.1305e+02)
[2025-06-02 00:42:53,808] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [87.0, 88.0, 72.0, 56.0, 57.0], Val Loss  [0.4853886365890503, 0.5142176449298859, 0.5544800758361816, 0.6872979700565338, 0.823155403137207] || Best Acc@1:72.600
[2025-06-02 00:42:53,808] [SEDG] [INFO] Epoch:68 || 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 [1.0907109081745148, 1.6957760453224182, 2.238265335559845, 2.1276203393936157, 2.779455065727234, 2.6497960090637207, 2.3064624071121216, 2.4610378742218018, 3.0824265480041504, 2.299477696418762]
[2025-06-02 00:42:53,830] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-06-02 00:48:19,565] [SEDG] [INFO] Epoch:69 || Train Acc@1  68.33 ( 71.69), Train Cla Loss 1.2376e+02 (1.1326e+02)
[2025-06-02 00:48:19,983] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [87.0, 89.0, 72.0, 57.0, 57.0], Val Loss  [0.4873989075422287, 0.5146472454071045, 0.5520409643650055, 0.6822264492511749, 0.8161920607089996] || Best Acc@1:72.600
[2025-06-02 00:48:19,984] [SEDG] [INFO] Epoch:69 || 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 [1.0819008350372314, 1.6849706172943115, 2.2255900502204895, 2.1160247325897217, 2.765503764152527, 2.6365981101989746, 2.2939703464508057, 2.4467341899871826, 3.063043236732483, 2.2841583490371704]
[2025-06-02 00:48:20,016] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-06-02 00:54:42,417] [SEDG] [INFO] Epoch:70 || Train Acc@1  71.67 ( 71.66), Train Cla Loss 1.1209e+02 (1.1269e+02)
[2025-06-02 00:54:42,925] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [87.0, 88.0, 72.0, 56.0, 57.0], Val Loss  [0.4871327877044678, 0.5149373710155487, 0.553465723991394, 0.6824318766593933, 0.8114824295043945] || Best Acc@1:72.600
[2025-06-02 00:54:42,926] [SEDG] [INFO] Epoch:70 || 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 [1.0705154836177826, 1.6634427309036255, 2.199814200401306, 2.0920318365097046, 2.7330453395843506, 2.603914499282837, 2.266893208026886, 2.4197259545326233, 3.0306637287139893, 2.2630327343940735]
[2025-06-02 00:54:42,943] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-06-02 01:01:04,306] [SEDG] [INFO] Epoch:71 || Train Acc@1  74.17 ( 71.55), Train Cla Loss 1.1534e+02 (1.1341e+02)
[2025-06-02 01:01:04,724] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [87.0, 88.0, 71.0, 56.0, 57.0], Val Loss  [0.4912077486515045, 0.5190814733505249, 0.5568695068359375, 0.6835834085941315, 0.8087191879749298] || Best Acc@1:72.600
[2025-06-02 01:01:04,724] [SEDG] [INFO] Epoch:71 || 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 [1.0605897903442383, 1.6372748017311096, 2.155088722705841, 2.046029567718506, 2.6721547842025757, 2.546841263771057, 2.2164623737335205, 2.365052342414856, 2.961556553840637, 2.209670066833496]
[2025-06-02 01:01:04,762] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-06-02 01:07:41,446] [SEDG] [INFO] Epoch:72 || Train Acc@1  72.50 ( 71.69), Train Cla Loss 1.1581e+02 (1.1298e+02)
[2025-06-02 01:07:41,922] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [87.0, 88.0, 71.0, 56.0, 57.0], Val Loss  [0.4917563647031784, 0.5198026150465012, 0.5584343075752258, 0.6845850944519043, 0.8063114881515503] || Best Acc@1:72.600
[2025-06-02 01:07:41,922] [SEDG] [INFO] Epoch:72 || 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 [1.054602563381195, 1.6255902647972107, 2.1400115489959717, 2.0334362983703613, 2.6557618379592896, 2.529345393180847, 2.2012568712234497, 2.3486814498901367, 2.9395989179611206, 2.193951725959778]
[2025-06-02 01:07:41,944] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-06-02 01:14:05,915] [SEDG] [INFO] Epoch:73 || Train Acc@1  71.39 ( 71.68), Train Cla Loss 1.1295e+02 (1.1286e+02)
[2025-06-02 01:14:06,421] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [87.0, 89.0, 72.0, 56.0, 57.0], Val Loss  [0.49452970921993256, 0.5209111869335175, 0.5554166436195374, 0.6758233904838562, 0.7935709953308105] || Best Acc@1:72.600
[2025-06-02 01:14:06,421] [SEDG] [INFO] Epoch:73 || 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 [1.0351589918136597, 1.5984296798706055, 2.1088364720344543, 2.0051807165145874, 2.6215927600860596, 2.4995898008346558, 2.1761030554771423, 2.3216782808303833, 2.9062153100967407, 2.1680179834365845]
[2025-06-02 01:14:06,454] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-06-02 01:20:30,517] [SEDG] [INFO] Epoch:74 || Train Acc@1  68.06 ( 71.37), Train Cla Loss 1.1793e+02 (1.1339e+02)
[2025-06-02 01:20:30,960] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [87.0, 88.0, 70.0, 54.0, 57.0], Val Loss  [0.4931974858045578, 0.5214990377426147, 0.5604556500911713, 0.684160441160202, 0.8012493848800659] || Best Acc@1:72.600
[2025-06-02 01:20:30,960] [SEDG] [INFO] Epoch:74 || 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 [1.0425504446029663, 1.6030837893486023, 2.1080663204193115, 2.0015891194343567, 2.6122794151306152, 2.487399935722351, 2.163900852203369, 2.3072632551193237, 2.8862738609313965, 2.1511565446853638]
[2025-06-02 01:20:31,002] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-06-02 01:27:03,717] [SEDG] [INFO] Epoch:75 || Train Acc@1  75.56 ( 71.71), Train Cla Loss 1.0399e+02 (1.1280e+02)
[2025-06-02 01:27:04,353] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [87.0, 88.0, 71.0, 55.0, 57.0], Val Loss  [0.4949491024017334, 0.5232437998056412, 0.5613939762115479, 0.6837195158004761, 0.7996034920215607] || Best Acc@1:72.600
[2025-06-02 01:27:04,353] [SEDG] [INFO] Epoch:75 || 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 [1.0386915504932404, 1.5949829816818237, 2.094909429550171, 1.9880237579345703, 2.592685341835022, 2.4661880135536194, 2.146627187728882, 2.2916388511657715, 2.86889111995697, 2.1432920694351196]
[2025-06-02 01:27:04,393] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-06-02 01:33:32,007] [SEDG] [INFO] Epoch:76 || Train Acc@1  71.94 ( 71.54), Train Cla Loss 1.0738e+02 (1.1334e+02)
[2025-06-02 01:33:32,657] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [87.0, 88.0, 71.0, 56.0, 57.0], Val Loss  [0.49750828742980957, 0.5245377868413925, 0.560714066028595, 0.6805506944656372, 0.7931362390518188] || Best Acc@1:72.600
[2025-06-02 01:33:32,657] [SEDG] [INFO] Epoch:76 || 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 [1.0280884206295013, 1.5776084065437317, 2.0729321241378784, 1.9682790637016296, 2.567336678504944, 2.442070484161377, 2.1246304512023926, 2.266793966293335, 2.8360801935195923, 2.116347014904022]
[2025-06-02 01:33:32,679] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-06-02 01:39:39,597] [SEDG] [INFO] Epoch:77 || Train Acc@1  74.72 ( 71.53), Train Cla Loss 1.0007e+02 (1.1299e+02)
[2025-06-02 01:39:40,179] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [87.0, 88.0, 71.0, 55.0, 57.0], Val Loss  [0.4979311525821686, 0.5251394510269165, 0.5613264441490173, 0.6805320680141449, 0.7921857237815857] || Best Acc@1:72.600
[2025-06-02 01:39:40,179] [SEDG] [INFO] Epoch:77 || 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 [1.0252326130867004, 1.571830153465271, 2.0640305876731873, 1.9596575498580933, 2.558933734893799, 2.4369455575942993, 2.1204975843429565, 2.261442542076111, 2.8279553651809692, 2.1075268387794495]
[2025-06-02 01:39:40,197] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-06-02 01:45:58,941] [SEDG] [INFO] Epoch:78 || Train Acc@1  73.33 ( 71.23), Train Cla Loss 1.0803e+02 (1.1370e+02)
[2025-06-02 01:45:59,547] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [87.0, 89.0, 72.0, 57.0, 57.0], Val Loss  [0.5004033893346786, 0.5251725018024445, 0.556636780500412, 0.6710832715034485, 0.7791765928268433] || Best Acc@1:72.600
[2025-06-02 01:45:59,547] [SEDG] [INFO] Epoch:78 || 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 [1.0067700147628784, 1.5474404096603394, 2.0379022359848022, 1.93564110994339, 2.5255396366119385, 2.40420663356781, 2.0904837250709534, 2.2281538248062134, 2.787392020225525, 2.077277421951294]
[2025-06-02 01:45:59,571] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-06-02 01:52:27,693] [SEDG] [INFO] Epoch:79 || Train Acc@1  73.89 ( 71.60), Train Cla Loss 1.1159e+02 (1.1267e+02)
[2025-06-02 01:52:28,226] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [87.0, 88.0, 70.0, 53.0, 56.0], Val Loss  [0.49885278940200806, 0.5268608331680298, 0.5643122494220734, 0.6819455921649933, 0.789569079875946] || Best Acc@1:72.600
[2025-06-02 01:52:28,226] [SEDG] [INFO] Epoch:79 || 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 [1.0173270404338837, 1.5558841824531555, 2.042739748954773, 1.9394738674163818, 2.5312418937683105, 2.408678889274597, 2.095192611217499, 2.2341262102127075, 2.7934335470199585, 2.084006369113922]
[2025-06-02 01:52:28,253] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-06-02 01:58:58,339] [SEDG] [INFO] Epoch:80 || Train Acc@1  70.28 ( 71.59), Train Cla Loss 1.1580e+02 (1.1293e+02)
[2025-06-02 01:58:58,813] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [87.0, 88.0, 69.0, 53.0, 56.0], Val Loss  [0.4980613440275192, 0.527599573135376, 0.5660733878612518, 0.683584451675415, 0.790598601102829] || Best Acc@1:72.600
[2025-06-02 01:58:58,813] [SEDG] [INFO] Epoch:80 || 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 [1.0176633298397064, 1.553814947605133, 2.0364531874656677, 1.9315714240074158, 2.518267035484314, 2.394831657409668, 2.082040250301361, 2.2196178436279297, 2.774486541748047, 2.0680679082870483]
[2025-06-02 01:58:58,844] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-06-02 02:05:17,879] [SEDG] [INFO] Epoch:81 || Train Acc@1  73.06 ( 71.66), Train Cla Loss 1.1092e+02 (1.1306e+02)
[2025-06-02 02:05:18,422] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [87.0, 89.0, 72.0, 57.0, 57.0], Val Loss  [0.5034340769052505, 0.5286113321781158, 0.5588195025920868, 0.6695406138896942, 0.7735369801521301] || Best Acc@1:72.600
[2025-06-02 02:05:18,422] [SEDG] [INFO] Epoch:81 || 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 [0.995393842458725, 1.52447909116745, 2.002460300922394, 1.9017098546028137, 2.4833202362060547, 2.3651607036590576, 2.0563576221466064, 2.1912607550621033, 2.7381677627563477, 2.039567708969116]
[2025-06-02 02:05:18,459] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-06-02 02:12:04,884] [SEDG] [INFO] Epoch:82 || Train Acc@1  66.39 ( 71.55), Train Cla Loss 1.1913e+02 (1.1278e+02)
[2025-06-02 02:12:05,598] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [88.0, 89.0, 72.0, 57.0, 57.0], Val Loss  [0.504019245505333, 0.5277798175811768, 0.5569352805614471, 0.6670030951499939, 0.7702420651912689] || Best Acc@1:72.600
[2025-06-02 02:12:05,598] [SEDG] [INFO] Epoch:82 || 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 [0.9901154339313507, 1.5177490711212158, 1.9978997707366943, 1.8995738625526428, 2.483398139476776, 2.367077946662903, 2.0598061084747314, 2.1958792209625244, 2.7450382709503174, 2.0453221797943115]
[2025-06-02 02:12:05,617] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-06-02 02:18:37,313] [SEDG] [INFO] Epoch:83 || Train Acc@1  70.28 ( 71.66), Train Cla Loss 1.1034e+02 (1.1211e+02)
[2025-06-02 02:18:37,770] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [87.0, 88.0, 71.0, 55.0, 57.0], Val Loss  [0.50147745013237, 0.5286653935909271, 0.5628231465816498, 0.6751696467399597, 0.7796663641929626] || Best Acc@1:72.600
[2025-06-02 02:18:37,770] [SEDG] [INFO] Epoch:83 || 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 [1.0017692744731903, 1.5306917428970337, 2.0064040422439575, 1.9048581719398499, 2.485564112663269, 2.3654669523239136, 2.0564279556274414, 2.192234694957733, 2.7403626441955566, 2.044078230857849]
[2025-06-02 02:18:37,790] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-06-02 02:25:13,410] [SEDG] [INFO] Epoch:84 || Train Acc@1  71.67 ( 71.18), Train Cla Loss 1.1702e+02 (1.1330e+02)
[2025-06-02 02:25:13,824] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [87.0, 89.0, 72.0, 57.0, 57.0], Val Loss  [0.5056757181882858, 0.5293192267417908, 0.5581007599830627, 0.6676459610462189, 0.768243819475174] || Best Acc@1:72.600
[2025-06-02 02:25:13,825] [SEDG] [INFO] Epoch:84 || 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 [0.9850732088088989, 1.50484037399292, 1.9778407216072083, 1.879610300064087, 2.455057382583618, 2.337495803833008, 2.033018946647644, 2.1671186685562134, 2.7093502283096313, 2.020501434803009]
[2025-06-02 02:25:13,857] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-06-02 02:31:30,966] [SEDG] [INFO] Epoch:85 || Train Acc@1  71.11 ( 71.66), Train Cla Loss 1.1397e+02 (1.1325e+02)
[2025-06-02 02:31:31,392] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [87.0, 89.0, 72.0, 56.0, 57.0], Val Loss  [0.504286140203476, 0.5292133688926697, 0.5601213276386261, 0.6710178852081299, 0.7720473110675812] || Best Acc@1:72.600
[2025-06-02 02:31:31,392] [SEDG] [INFO] Epoch:85 || 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 [0.9888251721858978, 1.508454978466034, 1.9797762036323547, 1.8800449967384338, 2.453704357147217, 2.3357632160186768, 2.0309723615646362, 2.164101302623749, 2.7050362825393677, 2.0166290402412415]
[2025-06-02 02:31:31,428] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-06-02 02:38:10,577] [SEDG] [INFO] Epoch:86 || Train Acc@1  69.17 ( 71.91), Train Cla Loss 1.1755e+02 (1.1223e+02)
[2025-06-02 02:38:11,012] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [87.0, 89.0, 71.0, 56.0, 57.0], Val Loss  [0.504849374294281, 0.5307347178459167, 0.5633208751678467, 0.6743323504924774, 0.7739022076129913] || Best Acc@1:72.600
[2025-06-02 02:38:11,013] [SEDG] [INFO] Epoch:86 || 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 [0.9903541803359985, 1.5108262300491333, 1.9817947149276733, 1.8819386959075928, 2.4560420513153076, 2.3360575437545776, 2.031111240386963, 2.164786696434021, 2.7054450511932373, 2.0187241435050964]
[2025-06-02 02:38:11,031] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-06-02 02:44:30,396] [SEDG] [INFO] Epoch:87 || Train Acc@1  68.89 ( 71.20), Train Cla Loss 1.2064e+02 (1.1335e+02)
[2025-06-02 02:44:30,930] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [88.0, 89.0, 73.0, 57.0, 57.0], Val Loss  [0.5077614337205887, 0.5307469666004181, 0.5567864775657654, 0.6627376973628998, 0.7602582275867462] || Best Acc@1:72.800
[2025-06-02 02:44:30,930] [SEDG] [INFO] Epoch:87 || 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 [0.9724066257476807, 1.485811173915863, 1.9527682065963745, 1.8544172048568726, 2.420302450656891, 2.3054367303848267, 2.004892885684967, 2.1361052989959717, 2.6706000566482544, 1.988918423652649]
[2025-06-02 02:44:30,950] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-06-02 02:51:14,867] [SEDG] [INFO] Epoch:88 || Train Acc@1  64.44 ( 71.67), Train Cla Loss 1.2193e+02 (1.1239e+02)
[2025-06-02 02:51:15,329] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [86.0, 88.0, 69.0, 53.0, 56.0], Val Loss  [0.5023050308227539, 0.531182050704956, 0.5689496994018555, 0.6814321279525757, 0.7818496525287628] || Best Acc@1:72.800
[2025-06-02 02:51:15,329] [SEDG] [INFO] Epoch:88 || 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 [0.9984864592552185, 1.5180553793907166, 1.9867026209831238, 1.8857720494270325, 2.459952712059021, 2.3395023345947266, 2.034481465816498, 2.169417381286621, 2.711295485496521, 2.0218306183815002]
[2025-06-02 02:51:15,351] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-06-02 02:57:36,764] [SEDG] [INFO] Epoch:89 || Train Acc@1  75.28 ( 71.75), Train Cla Loss 1.0940e+02 (1.1263e+02)
[2025-06-02 02:57:37,222] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [89.0, 89.0, 73.0, 57.0, 57.0], Val Loss  [0.507518544793129, 0.5297710299491882, 0.5554185211658478, 0.6610003411769867, 0.758199542760849] || Best Acc@1:73.000
[2025-06-02 02:57:37,222] [SEDG] [INFO] Epoch:89 || 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 [0.9702038168907166, 1.4850540161132812, 1.9563704133033752, 1.8608847260475159, 2.43316113948822, 2.3197556138038635, 2.0188538432121277, 2.1516509652137756, 2.6903791427612305, 2.004420280456543]
[2025-06-02 02:57:37,246] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-06-02 03:04:05,735] [SEDG] [INFO] Epoch:90 || Train Acc@1  69.44 ( 71.58), Train Cla Loss 1.1493e+02 (1.1288e+02)
[2025-06-02 03:04:06,231] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [87.0, 89.0, 71.0, 56.0, 57.0], Val Loss  [0.5051517188549042, 0.5303181111812592, 0.5611635148525238, 0.6696967780590057, 0.7668150961399078] || Best Acc@1:73.000
[2025-06-02 03:04:06,232] [SEDG] [INFO] Epoch:90 || 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 [0.9793985486030579, 1.4951978921890259, 1.9639521837234497, 1.8651074767112732, 2.434068441390991, 2.3173292875289917, 2.0146761536598206, 2.1458725929260254, 2.6809648275375366, 1.9955567121505737]
[2025-06-02 03:04:06,264] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-06-02 03:10:45,801] [SEDG] [INFO] Epoch:91 || Train Acc@1  70.56 ( 71.41), Train Cla Loss 1.1176e+02 (1.1316e+02)
[2025-06-02 03:10:46,349] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [88.0, 89.0, 72.0, 57.0, 57.0], Val Loss  [0.5071736425161362, 0.5309657454490662, 0.5583821833133698, 0.6647489070892334, 0.7623752951622009] || Best Acc@1:73.000
[2025-06-02 03:10:46,349] [SEDG] [INFO] Epoch:91 || 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 [0.9747281074523926, 1.4905069470405579, 1.959548830986023, 1.863105297088623, 2.436711311340332, 2.324102759361267, 2.0221983194351196, 2.154870390892029, 2.6926231384277344, 2.0023844838142395]
[2025-06-02 03:10:46,381] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-06-02 03:17:12,861] [SEDG] [INFO] Epoch:92 || Train Acc@1  69.72 ( 71.82), Train Cla Loss 1.1565e+02 (1.1290e+02)
[2025-06-02 03:17:13,291] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [87.0, 89.0, 71.0, 57.0, 57.0], Val Loss  [0.5074149519205093, 0.5318171083927155, 0.5617806017398834, 0.6688955128192902, 0.764575183391571] || Best Acc@1:73.000
[2025-06-02 03:17:13,291] [SEDG] [INFO] Epoch:92 || 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 [0.9744836390018463, 1.4868307709693909, 1.9537372589111328, 1.8581033945083618, 2.4271364212036133, 2.31035840511322, 2.009345829486847, 2.141205668449402, 2.6769192218780518, 1.9959454536437988]
[2025-06-02 03:17:13,318] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-06-02 03:23:17,610] [SEDG] [INFO] Epoch:93 || Train Acc@1  67.50 ( 71.60), Train Cla Loss 1.1858e+02 (1.1281e+02)
[2025-06-02 03:23:18,045] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [88.0, 89.0, 72.0, 57.0, 57.0], Val Loss  [0.5099159479141235, 0.532384604215622, 0.5586085021495819, 0.6630502343177795, 0.7586053907871246] || Best Acc@1:73.000
[2025-06-02 03:23:18,045] [SEDG] [INFO] Epoch:93 || 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 [0.9666184782981873, 1.4733778834342957, 1.9341628551483154, 1.8376105427742004, 2.398234724998474, 2.2832499742507935, 1.9853858947753906, 2.1152199506759644, 2.643989324569702, 1.9693328142166138]
[2025-06-02 03:23:18,062] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-06-02 03:29:48,053] [SEDG] [INFO] Epoch:94 || Train Acc@1  73.33 ( 71.63), Train Cla Loss 1.1321e+02 (1.1284e+02)
[2025-06-02 03:29:48,542] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [87.0, 89.0, 71.0, 57.0, 57.0], Val Loss  [0.5085013061761856, 0.5325719714164734, 0.5621460974216461, 0.6688899993896484, 0.7626422941684723] || Best Acc@1:73.000
[2025-06-02 03:29:48,542] [SEDG] [INFO] Epoch:94 || 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 [0.9694335162639618, 1.4726272821426392, 1.930538833141327, 1.8344964981079102, 2.3929327726364136, 2.2767090797424316, 1.9804759621620178, 2.1103448271751404, 2.6390116214752197, 1.9674181938171387]
[2025-06-02 03:29:48,571] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-06-02 03:36:12,517] [SEDG] [INFO] Epoch:95 || Train Acc@1  69.17 ( 71.32), Train Cla Loss 1.1614e+02 (1.1334e+02)
[2025-06-02 03:36:13,000] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [89.0, 89.0, 73.0, 57.0, 57.0], Val Loss  [0.5109504163265228, 0.5327295064926147, 0.5578472912311554, 0.6609025597572327, 0.7544473707675934] || Best Acc@1:73.000
[2025-06-02 03:36:13,000] [SEDG] [INFO] Epoch:95 || 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 [0.9600360095500946, 1.4642998576164246, 1.924735426902771, 1.8294082283973694, 2.389274835586548, 2.2755690217018127, 1.979232907295227, 2.1094043254852295, 2.638314962387085, 1.9678636193275452]
[2025-06-02 03:36:13,022] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-06-02 03:42:32,534] [SEDG] [INFO] Epoch:96 || Train Acc@1  75.56 ( 71.71), Train Cla Loss 1.0224e+02 (1.1269e+02)
[2025-06-02 03:42:33,028] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [89.0, 89.0, 72.0, 57.0, 57.0], Val Loss  [0.5083961486816406, 0.5312416851520538, 0.5584692358970642, 0.664270281791687, 0.7592483460903168] || Best Acc@1:73.000
[2025-06-02 03:42:33,028] [SEDG] [INFO] Epoch:96 || 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 [0.9677586853504181, 1.4768507480621338, 1.9408673644065857, 1.8440040349960327, 2.407876133918762, 2.2931252121925354, 1.9945043921470642, 2.125295877456665, 2.657442092895508, 1.9813652038574219]
[2025-06-02 03:42:33,060] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-06-02 03:49:01,812] [SEDG] [INFO] Epoch:97 || Train Acc@1  73.06 ( 71.55), Train Cla Loss 1.1267e+02 (1.1279e+02)
[2025-06-02 03:49:02,404] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [89.0, 89.0, 73.0, 57.0, 57.0], Val Loss  [0.5101615190505981, 0.5322731733322144, 0.5577324479818344, 0.6613591909408569, 0.7546040117740631] || Best Acc@1:73.000
[2025-06-02 03:49:02,404] [SEDG] [INFO] Epoch:97 || 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 [0.9612804055213928, 1.467968225479126, 1.9327142238616943, 1.8381940722465515, 2.4026222229003906, 2.288864493370056, 1.990725815296173, 2.1211875677108765, 2.651755213737488, 1.976900339126587]
[2025-06-02 03:49:02,426] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-06-02 03:55:33,989] [SEDG] [INFO] Epoch:98 || Train Acc@1  67.78 ( 71.47), Train Cla Loss 1.2069e+02 (1.1320e+02)
[2025-06-02 03:55:34,439] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [89.0, 89.0, 73.0, 57.0, 57.0], Val Loss  [0.5125709772109985, 0.5342473685741425, 0.5590640604496002, 0.6620031595230103, 0.7550544738769531] || Best Acc@1:73.000
[2025-06-02 03:55:34,439] [SEDG] [INFO] Epoch:98 || 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 [0.9596344530582428, 1.4600880146026611, 1.9161024689674377, 1.822044014930725, 2.3802688121795654, 2.2654640674591064, 1.9701846241950989, 2.100009799003601, 2.6254881620407104, 1.9596334099769592]
[2025-06-02 03:55:34,458] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-06-02 04:02:00,564] [SEDG] [INFO] Epoch:99 || Train Acc@1  71.67 ( 71.42), Train Cla Loss 1.0973e+02 (1.1271e+02)
[2025-06-02 04:02:00,965] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [89.0, 88.0, 72.0, 57.0, 57.0], Val Loss  [0.5106604844331741, 0.5325971841812134, 0.5578249841928482, 0.6614594161510468, 0.7536957859992981] || Best Acc@1:73.000
[2025-06-02 04:02:00,965] [SEDG] [INFO] Epoch:99 || 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 [0.9578157067298889, 1.4587476253509521, 1.9165642261505127, 1.822235643863678, 2.3819124698638916, 2.2700048685073853, 1.9747623205184937, 2.1036102771759033, 2.6290955543518066, 1.9582703709602356]
[2025-06-02 04:02:00,991] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-02 04:02:01,514] [SEDG] [INFO] Val  Acc@1: [89.0, 89.0, 73.0, 57.0, 57.0], Val Loss  [0.5075186043977737, 0.529771089553833, 0.5554186105728149, 0.6610003113746643, 0.7581995129585266]
[2025-06-02 04:02:01,514] [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 [0.9702039062976837, 1.4850541949272156, 1.9563702940940857, 1.8608849048614502, 2.4331610202789307, 2.3197555541992188, 2.018853724002838, 2.1516512036323547, 2.690379500389099, 2.0044199228286743]
[2025-06-02 04:02:01,514] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-02 04:02:01,516] [SEDG] [INFO] Val  Mean&Var: [(89.0, 2.1213207), (89.0, 2.1213207), (73.0, 3.535534), (57.0, 0.70710754), (57.0, 6.3639603)]
[2025-06-02 04:02:01,516] [SEDG] [INFO] Test  Mean&Var: [(57.0, 3.535534), (51.0, 0.70710754), (49.0, 0.70710564), (56.0, 0.0), (45.0, 0.7071066), (51.0, 2.1213188), (58.0, 0.0), (55.0, 2.1213207), (45.0, 2.1213217), (56.0, 5.6568527)]
